{ "cells": [ { "cell_type": "markdown", "id": "e3e1cad2", "metadata": {}, "source": [ "# Case study: re-analysis myeloid and erythroid differentiation of mouse (Mus musculus) single-cell data\n", "\n", "This notebook will demonstrate scRNA-seq processing with `oggmap` using mouse scRNA data from [Paul et al., 2015](http://doi.org/10.1016/j.cell.2015.11.013).\n", "\n", "scRNA data was obtained via Scanpy ([Wolf et al., 2018](https://doi.org/10.1186/s13059-017-1382-0)).\n", "\n", "see also:\n", "\n", "- [https://scanpy-tutorials.readthedocs.io/en/latest/paga-paul15.html](https://scanpy-tutorials.readthedocs.io/en/latest/paga-paul15.html)\n", "- [https://morris-lab.github.io/CellOracle.documentation/notebooks/03_scRNA-seq_data_preprocessing/scanpy_preprocessing_with_Paul_etal_2015_data.html](https://morris-lab.github.io/CellOracle.documentation/notebooks/03_scRNA-seq_data_preprocessing/scanpy_preprocessing_with_Paul_etal_2015_data.html)" ] }, { "cell_type": "markdown", "id": "70fa655e", "metadata": {}, "source": [ "## Notebook file\n", "\n", "Notebook file can be obtained here:\n", "\n", "[https://raw.githubusercontent.com/kullrich/oggmap/main/docs/notebooks/paul15_example.ipynb](https://raw.githubusercontent.com/kullrich/oggmap/main/docs/notebooks/paul15_example.ipynb)" ] }, { "cell_type": "markdown", "id": "b5eb4715", "metadata": {}, "source": [ "## Steps\n", "\n", "To process the scRNA data, we will do the following:\n", "\n", "0. Run OrthoFinder to obtain orthogroups\n", "1. Get query species taxonomic lineage information\n", "2. Get query species orthomap\n", "3. Map OrthoFinder gene names and scRNA gene/transcript names\n", "4. Get TEI values and add them to scRNA dataset\n", "5. Get partial TEI values to visualize gene age class contributions\n", "6. Process scRNA data and visualize TEI" ] }, { "cell_type": "markdown", "id": "49a60c80", "metadata": {}, "source": [ "## Import libraries" ] }, { "cell_type": "code", "execution_count": 1, "id": "9840d8d3", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "import scanpy as sc\n", "import seaborn as sns\n", "import matplotlib.pyplot as plt\n", "from statannot import add_stat_annotation\n", "# increase dpi\n", "%matplotlib inline\n", "#plt.rcParams['figure.dpi'] = 300\n", "#plt.rcParams['savefig.dpi'] = 300\n", "plt.rcParams['figure.figsize'] = [6, 4.5]\n", "#plt.rcParams['figure.figsize'] = [4.4, 3.3]" ] }, { "cell_type": "markdown", "id": "6c3a563d", "metadata": {}, "source": [ "## Import oggmap python package submodules" ] }, { "cell_type": "code", "execution_count": 2, "id": "31ef0e5d", "metadata": {}, "outputs": [], "source": [ "# import submodules\n", "from oggmap import qlin, gtf2t2g, of2orthomap, orthomap2tei, datasets" ] }, { "cell_type": "markdown", "id": "ee631130", "metadata": {}, "source": [ "## Step 0 - run OrthoFinder to obtain orthogroups\n", "\n", "`oggmap` can extract gene age classification from existing OrthoFinder results and link them with scRNA data.\n", "\n", "A detailed how-to is available here:\n", "\n", "https://oggmap.readthedocs.io/en/latest/tutorials/orthofinder.html\n", "\n", "However, any pre-calculated gene age classification can be imported as a table using the function `orthomap2tei.read_orthomap(orthomapfile=filename)`.\n", "\n", "The pre-calculated gene age classification file should be delimited with two columns `GeneIDPhylostratum`, like e.g.:\n", " \n", "```\n", "GeneIDPhylostratum\n", "WBGene000000011\n", "WBGene000000021\n", "WBGene000000031\n", "WBGene000000041\n", "WBGene000000052\n", "```\n", "\n", "OrthoFinder ([Emms and Kelly, 2019](https://doi.org/10.1186/s13059-019-1832-y)) results (-S last) using translated, longest-isoform coding sequences (CDS) from [Ensembl release-110](https://ftp.ensembl.org/pub/release-110/), including species taxonomic IDs, are available here: \n", "\n", "https://doi.org/10.5281/zenodo.7242264\n", "\n", "or can be accessed with the `dataset` submodule of `oggmap`\n", "\n", "`datasets.ensembl110_last(datapath='data')` (download folder set to `'data'`).\n", "\n", "To be able to process the scRNA data from [Briggs et al. 2018](https://doi.org/10.1126/science.aar5780) the OrthoFinder run for [Ensembl release-110](https://ftp.ensembl.org/pub/release-110/) was supplemented with the gene models of *X. tropicalis* v9.0 [https://ftp.xenbase.org/pub/Genomics/JGI/Xentr9.0/Xtropicalisv9.0.Named.primaryTrs.pep.fa.gz](https://ftp.xenbase.org/pub/Genomics/JGI/Xentr9.0/Xtropicalisv9.0.Named.primaryTrs.pep.fa.gz).\n", "\n", "This use case show that with OrthoFinder it is possible to add any new annotation as a new entry and use it with `oggmap` to extract the correspoding gene age assignments." ] }, { "cell_type": "code", "execution_count": 3, "id": "478bb8ce", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "100% [..........................................................] 11317 / 11317" ] }, { "data": { "text/plain": [ "['data/ensembl_110_orthofinder_last_Orthogroups.GeneCount.tsv.zip',\n", " 'data/ensembl_110_orthofinder_last_Orthogroups.tsv.zip',\n", " 'data/ensembl_110_orthofinder_last_species_list.tsv']" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "datasets.ensembl110_last(datapath='data')" ] }, { "cell_type": "markdown", "id": "ceb1bbe8", "metadata": {}, "source": [ "## Step 1 - get query species taxonomic lineage information\n", "\n", "Given a species name or taxonomic ID, the query species lineage information is extracted with the help of the `ete3` python toolkit and the `NCBI taxonomy` ([Huerta-Cepas et al., 2016](https://doi.org/10.1093/molbev/msw046)). This information is needed alongside with the taxonomic classifications for all species used in the OrthoFinder comparison.\n", "\n", "The `oggmap` submodule `qlin` helps to get this information for you with the `qlin.get_qlin()` function as follows:" ] }, { "cell_type": "code", "execution_count": 4, "id": "318712bb", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "query name: Mus musculus\n", "query taxID: 10090\n", "query kingdom: Eukaryota\n", "query lineage names: \n", "['root(1)', 'cellular organisms(131567)', 'Eukaryota(2759)', 'Opisthokonta(33154)', 'Metazoa(33208)', 'Eumetazoa(6072)', 'Bilateria(33213)', 'Deuterostomia(33511)', 'Chordata(7711)', 'Craniata(89593)', 'Vertebrata(7742)', 'Gnathostomata(7776)', 'Teleostomi(117570)', 'Euteleostomi(117571)', 'Sarcopterygii(8287)', 'Dipnotetrapodomorpha(1338369)', 'Tetrapoda(32523)', 'Amniota(32524)', 'Mammalia(40674)', 'Theria(32525)', 'Eutheria(9347)', 'Boreoeutheria(1437010)', 'Euarchontoglires(314146)', 'Glires(314147)', 'Rodentia(9989)', 'Myomorpha(1963758)', 'Muroidea(337687)', 'Muridae(10066)', 'Murinae(39107)', 'Mus(10088)', 'Mus(862507)', 'Mus musculus(10090)']\n", "query lineage: \n", "[1, 131567, 2759, 33154, 33208, 6072, 33213, 33511, 7711, 89593, 7742, 7776, 117570, 117571, 8287, 1338369, 32523, 32524, 40674, 32525, 9347, 1437010, 314146, 314147, 9989, 1963758, 337687, 10066, 39107, 10088, 862507, 10090]\n" ] } ], "source": [ "# get query species taxonomic lineage information\n", "query_lineage = qlin.get_qlin(q='Mus musculus')" ] }, { "cell_type": "markdown", "id": "726f050f", "metadata": {}, "source": [ "## Step 2 - gene age class assignment (query species orthomap)\n", "\n", "Here, `oggmap` use the query species information and OrthoFinder results to extract the oldest common tree node per orthogroup along a species tree and to assign this node as the gene age to the corresponding genes.\n", "\n", "In a pairwise manner, the query species and any other species in the OrthoFinder result might share multiple tree nodes down to the root of the species tree, but have only one youngest tree node in common. Among all possible comparison between the query species and the other species, the oldest as defined by the species tree root is seected and used for the gene age assignment.\n", "\n", "Given the `query species sequence name` (`seqname=`) used in the OrthoFinder comparison, the `query species taxonomic ID`(`qt=`), the `taxonomic IDs of all species` (`sl=`) used in the OrthoFinder comparison, the `orthogroup gene count` (`oc=`) results and the `orthogroups` (`og=`), an orthomap is constructed.\n", "\n", "__Note:__ This step can take up to five minutes, depending on your hardware.\n", "\n", "For this step to get the query species orthomap, one uses the `of2orthomap.get_orthomap()` function, like:" ] }, { "cell_type": "code", "execution_count": 5, "id": "6d8c2a4f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "10090.mus_musculus.pep\n", "Mus musculus\n", "10090\n", " species taxID \\\n", "0 10020.dipodomys_ordii.pep 10020 \n", "1 10029.cricetulus_griseus_chok1gshd.pep 10029 \n", "2 10029.cricetulus_griseus_crigri.pep 10029 \n", "3 10029.cricetulus_griseus_picr.pep 10029 \n", "4 10036.mesocricetus_auratus.pep 10036 \n", ".. ... ... \n", "313 9986.oryctolagus_cuniculus.pep 9986 \n", "314 99883.tetraodon_nigroviridis.pep 99883 \n", "315 9994.marmota_marmota_marmota.pep 9994 \n", "316 9999.urocitellus_parryii.pep 9999 \n", "317 Xtropicalisv9.0.Named.primaryTrs.pep 8364 \n", "\n", " lineage youngest_common \\\n", "0 [1, 131567, 2759, 33154, 33208, 6072, 33213, 3... 9989 \n", "1 [1, 131567, 2759, 33154, 33208, 6072, 33213, 3... 337687 \n", "2 [1, 131567, 2759, 33154, 33208, 6072, 33213, 3... 337687 \n", "3 [1, 131567, 2759, 33154, 33208, 6072, 33213, 3... 337687 \n", "4 [1, 131567, 2759, 33154, 33208, 6072, 33213, 3... 337687 \n", ".. ... ... \n", "313 [1, 131567, 2759, 33154, 33208, 6072, 33213, 3... 314147 \n", "314 [1, 131567, 2759, 33154, 33208, 6072, 33213, 3... 117571 \n", "315 [1, 131567, 2759, 33154, 33208, 6072, 33213, 3... 9989 \n", "316 [1, 131567, 2759, 33154, 33208, 6072, 33213, 3... 9989 \n", "317 [1, 131567, 2759, 33154, 33208, 6072, 33213, 3... 32523 \n", "\n", " youngest_name \n", "0 Rodentia \n", "1 Muroidea \n", "2 Muroidea \n", "3 Muroidea \n", "4 Muroidea \n", ".. ... \n", "313 Glires \n", "314 Euteleostomi \n", "315 Rodentia \n", "316 Rodentia \n", "317 Tetrapoda \n", "\n", "[318 rows x 5 columns]\n" ] }, { "data": { "text/html": [ "
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seqIDOrthogroupPSnumPStaxIDPSnamePScontinuity
0ENSMUST00000031086.5OG0000000633213Bilateria0.909091
1ENSMUST00000035250.6OG0000000633213Bilateria0.909091
2ENSMUST00000037071.5OG0000000633213Bilateria0.909091
3ENSMUST00000038432.7OG0000000633213Bilateria0.909091
4ENSMUST00000040983.6OG0000000633213Bilateria0.909091
.....................
22013ENSMUST00000096469.7OG00291963110090Mus musculus1.000000
22014ENSMUST00000121900.8OG00291963110090Mus musculus1.000000
22015ENSMUST00000249242.1OG002919722314146Euarchontoglires0.200000
22016ENSMUST00000186194.2OG00291983110090Mus musculus1.000000
22017ENSMUST00000189007.2OG00291983110090Mus musculus1.000000
\n", "

22018 rows × 6 columns

\n", "
" ], "text/plain": [ " seqID Orthogroup PSnum PStaxID PSname \\\n", "0 ENSMUST00000031086.5 OG0000000 6 33213 Bilateria \n", "1 ENSMUST00000035250.6 OG0000000 6 33213 Bilateria \n", "2 ENSMUST00000037071.5 OG0000000 6 33213 Bilateria \n", "3 ENSMUST00000038432.7 OG0000000 6 33213 Bilateria \n", "4 ENSMUST00000040983.6 OG0000000 6 33213 Bilateria \n", "... ... ... ... ... ... \n", "22013 ENSMUST00000096469.7 OG0029196 31 10090 Mus musculus \n", "22014 ENSMUST00000121900.8 OG0029196 31 10090 Mus musculus \n", "22015 ENSMUST00000249242.1 OG0029197 22 314146 Euarchontoglires \n", "22016 ENSMUST00000186194.2 OG0029198 31 10090 Mus musculus \n", "22017 ENSMUST00000189007.2 OG0029198 31 10090 Mus musculus \n", "\n", " PScontinuity \n", "0 0.909091 \n", "1 0.909091 \n", "2 0.909091 \n", "3 0.909091 \n", "4 0.909091 \n", "... ... \n", "22013 1.000000 \n", "22014 1.000000 \n", "22015 0.200000 \n", "22016 1.000000 \n", "22017 1.000000 \n", "\n", "[22018 rows x 6 columns]" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# get query species orthomap\n", "\n", "# download orthofinder results here: https://doi.org/10.5281/zenodo.7242264\n", "# or download with datasets.ensembl105(datapath='data')\n", "query_orthomap, orthofinder_species_list, of_species_abundance = of2orthomap.get_orthomap(\n", " seqname='10090.mus_musculus.pep',\n", " qt='10090',\n", " sl='data/ensembl_110_orthofinder_last_species_list.tsv',\n", " oc='data/ensembl_110_orthofinder_last_Orthogroups.GeneCount.tsv.zip',\n", " og='data/ensembl_110_orthofinder_last_Orthogroups.tsv.zip',\n", " continuity=True)\n", "query_orthomap" ] }, { "cell_type": "markdown", "id": "3f7e7ac4", "metadata": {}, "source": [ "### Gene age assignments per query species lineage node\n", "\n", "Given an orthomap, one can get an overview of the gene age assignments per query species lineage node.\n", "\n", "The `oggmap` submodule `of2orhomap` and the `of2orthomap.get_counts_per_ps()` function will show the distribution of the gene age classes and can be further visualized as follows:" ] }, { "cell_type": "code", "execution_count": 6, "id": "aace94fb", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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PSnumcountsPStaxIDPSname
PSnum
33381233154Opisthokonta
66939233213Bilateria
8819107711Chordata
101020087742Vertebrata
111116387776Gnathostomata
1313760117571Euteleostomi
1414478287Sarcopterygii
161635232523Tetrapoda
171728932524Amniota
181811840674Mammalia
191927332525Theria
20203899347Eutheria
2121931437010Boreoeutheria
222243314146Euarchontoglires
23237314147Glires
2424449989Rodentia
252551963758Myomorpha
2626231337687Muroidea
27271710066Muridae
28283739107Murinae
29299810088Mus
3030155862507Mus
313130010090Mus musculus
\n", "
" ], "text/plain": [ " PSnum counts PStaxID PSname\n", "PSnum \n", "3 3 3812 33154 Opisthokonta\n", "6 6 9392 33213 Bilateria\n", "8 8 1910 7711 Chordata\n", "10 10 2008 7742 Vertebrata\n", "11 11 1638 7776 Gnathostomata\n", "13 13 760 117571 Euteleostomi\n", "14 14 47 8287 Sarcopterygii\n", "16 16 352 32523 Tetrapoda\n", "17 17 289 32524 Amniota\n", "18 18 118 40674 Mammalia\n", "19 19 273 32525 Theria\n", "20 20 389 9347 Eutheria\n", "21 21 93 1437010 Boreoeutheria\n", "22 22 43 314146 Euarchontoglires\n", "23 23 7 314147 Glires\n", "24 24 44 9989 Rodentia\n", "25 25 5 1963758 Myomorpha\n", "26 26 231 337687 Muroidea\n", "27 27 17 10066 Muridae\n", "28 28 37 39107 Murinae\n", "29 29 98 10088 Mus\n", "30 30 155 862507 Mus\n", "31 31 300 10090 Mus musculus" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# show count per taxonomic group (PStaxID)\n", "of2orthomap.get_counts_per_ps(query_orthomap)" ] }, { "cell_type": "markdown", "id": "b768a7d4", "metadata": {}, "source": [ "### Visualize number of species along query lineage and counts per gene age class" ] }, { "cell_type": "code", "execution_count": 7, "id": "c299a671", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# show number of species along query lineage\n", "of_species_abundance\n", "\n", "# bar plot number of species along query lineage\n", "of_species_abundance.plot.bar(y='counts', use_index=True)" ] }, { "cell_type": "code", "execution_count": 8, "id": "cdbe8caf", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# show count per taxonomic group (PStaxID)\n", "of2orthomap.get_counts_per_ps(query_orthomap)\n", "\n", "# bar plot count per taxonomic group (PSname)\n", "ax = of2orthomap.get_counts_per_ps(query_orthomap).plot.bar(y='counts', x='PSname')\n", "ax.set_title('M. musculus - Number of genes per gene age class')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "c6305c14", "metadata": {}, "source": [ "## Step 3 - map OrthoFinder gene names and scRNA gene/transcript names\n", "\n", "To be able to link gene ages assignments from an orthomap and gene or transcript of scRNA dataset, one needs to check the overlap of the annotated gene names. With the `gtf2t2g` submodule of `oggmap` and the `gtf2t2g.parse_gtf()` function, one can extract gene and transcript names from a given gene feature file (`GTF`).\n", "\n", "If in your case gene or transcript IDs between an orthomap and scRNA data do not match directly, please have a look at a detailed how-to to match them:\n", "\n", "https://oggmap.readthedocs.io/en/latest/tutorials/geneset_overlap.html" ] }, { "cell_type": "code", "execution_count": 9, "id": "0cbcc2a8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "100% [....................................................] 32302884 / 32302884" ] }, { "data": { "text/plain": [ "'data/Mus_musculus.GRCm39.110.gtf.gz'" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "datasets.mouse_ensembl110_gtf(datapath='data')" ] }, { "cell_type": "code", "execution_count": 10, "id": "d0ab2761", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "56941 gene_id found\n", "149547 transcript_id found\n", "149547 protein_id found\n", "0 duplicated\n" ] } ], "source": [ "# get gene to transcript table for Mus musculus\n", "\n", "# download mouse GTF file here:\n", "# https://ftp.ensembl.org/pub/release-110/gtf/mus_musculus/Mus_musculus.GRCm39.110.gtf.gz\n", "# or download with datasets.mouse_ensembl110_gtf('data')\n", "query_species_t2g = gtf2t2g.parse_gtf(\n", " gtf='data/Mus_musculus.GRCm39.110.gtf.gz',\n", " g=True, b=True, p=True, v=True, s=True, q=True)" ] }, { "cell_type": "code", "execution_count": 11, "id": "9ad0d922", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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gene_idgene_id_versiontranscript_idtranscript_id_versiongene_namegene_typeprotein_idprotein_id_version
0ENSMUSG00000000001ENSMUSG00000000001.5ENSMUST00000000001ENSMUST00000000001.5Gnai3protein_codingENSMUSP00000000001ENSMUSP00000000001.5
1ENSMUSG00000000003ENSMUSG00000000003.16ENSMUST00000114041ENSMUST00000114041.3Pbsnprotein_codingENSMUSP00000109675ENSMUSP00000109675.3
2ENSMUSG00000000003ENSMUSG00000000003.16ENSMUST00000000003ENSMUST00000000003.14Pbsnprotein_codingENSMUSP00000000003ENSMUSP00000000003.8
3ENSMUSG00000000028ENSMUSG00000000028.16ENSMUST00000115585ENSMUST00000115585.2Cdc45protein_codingENSMUSP00000111248ENSMUSP00000111248.2
4ENSMUSG00000000028ENSMUSG00000000028.16ENSMUST00000000028ENSMUST00000000028.14Cdc45protein_codingENSMUSP00000000028ENSMUSP00000000028.8
...........................
149542ENSMUSG00002076988ENSMUSG00002076988.1ENSMUST00020182589ENSMUST00020182589.1Gm56371rRNANoneNone
149543ENSMUSG00002076989ENSMUSG00002076989.1ENSMUST00000083836ENSMUST00000083836.4Gm23510snRNANoneNone
149544ENSMUSG00002076990ENSMUSG00002076990.1ENSMUST00020183326ENSMUST00020183326.1Gm22711snoRNANoneNone
149545ENSMUSG00002076991ENSMUSG00002076991.1ENSMUST00020182837ENSMUST00020182837.1Gm55627misc_RNANoneNone
149546ENSMUSG00002076992ENSMUSG00002076992.1ENSMUST00020181762ENSMUST00020181762.1Gm54807misc_RNANoneNone
\n", "

149547 rows × 8 columns

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" ], "text/plain": [ " gene_id gene_id_version transcript_id \\\n", "0 ENSMUSG00000000001 ENSMUSG00000000001.5 ENSMUST00000000001 \n", "1 ENSMUSG00000000003 ENSMUSG00000000003.16 ENSMUST00000114041 \n", "2 ENSMUSG00000000003 ENSMUSG00000000003.16 ENSMUST00000000003 \n", "3 ENSMUSG00000000028 ENSMUSG00000000028.16 ENSMUST00000115585 \n", "4 ENSMUSG00000000028 ENSMUSG00000000028.16 ENSMUST00000000028 \n", "... ... ... ... \n", "149542 ENSMUSG00002076988 ENSMUSG00002076988.1 ENSMUST00020182589 \n", "149543 ENSMUSG00002076989 ENSMUSG00002076989.1 ENSMUST00000083836 \n", "149544 ENSMUSG00002076990 ENSMUSG00002076990.1 ENSMUST00020183326 \n", "149545 ENSMUSG00002076991 ENSMUSG00002076991.1 ENSMUST00020182837 \n", "149546 ENSMUSG00002076992 ENSMUSG00002076992.1 ENSMUST00020181762 \n", "\n", " transcript_id_version gene_name gene_type protein_id \\\n", "0 ENSMUST00000000001.5 Gnai3 protein_coding ENSMUSP00000000001 \n", "1 ENSMUST00000114041.3 Pbsn protein_coding ENSMUSP00000109675 \n", "2 ENSMUST00000000003.14 Pbsn protein_coding ENSMUSP00000000003 \n", "3 ENSMUST00000115585.2 Cdc45 protein_coding ENSMUSP00000111248 \n", "4 ENSMUST00000000028.14 Cdc45 protein_coding ENSMUSP00000000028 \n", "... ... ... ... ... \n", "149542 ENSMUST00020182589.1 Gm56371 rRNA None \n", "149543 ENSMUST00000083836.4 Gm23510 snRNA None \n", "149544 ENSMUST00020183326.1 Gm22711 snoRNA None \n", "149545 ENSMUST00020182837.1 Gm55627 misc_RNA None \n", "149546 ENSMUST00020181762.1 Gm54807 misc_RNA None \n", "\n", " protein_id_version \n", "0 ENSMUSP00000000001.5 \n", "1 ENSMUSP00000109675.3 \n", "2 ENSMUSP00000000003.8 \n", "3 ENSMUSP00000111248.2 \n", "4 ENSMUSP00000000028.8 \n", "... ... \n", "149542 None \n", "149543 None \n", "149544 None \n", "149545 None \n", "149546 None \n", "\n", "[149547 rows x 8 columns]" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "query_species_t2g" ] }, { "cell_type": "markdown", "id": "50e73d2f", "metadata": {}, "source": [ "### Import now, the scRNA dataset of the query species\n", "\n", "Here, data is used, like in the publication ([Paul et al., 2015](http://doi.org/10.1016/j.cell.2015.11.013)).\n", "\n", "scRNA data is imported via Scanpy ([Wolf et al., 2018](https://doi.org/10.1186/s13059-017-1382-0)).\n", "\n", "see also:\n", "\n", "- [https://scanpy-tutorials.readthedocs.io/en/latest/paga-paul15.html](https://scanpy-tutorials.readthedocs.io/en/latest/paga-paul15.html)\n", "- [https://morris-lab.github.io/CellOracle.documentation/notebooks/03_scRNA-seq_data_preprocessing/scanpy_preprocessing_with_Paul_etal_2015_data.html](https://morris-lab.github.io/CellOracle.documentation/notebooks/03_scRNA-seq_data_preprocessing/scanpy_preprocessing_with_Paul_etal_2015_data.html)" ] }, { "cell_type": "code", "execution_count": 12, "id": "36d96f4e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WARNING: In Scanpy 0.*, this returned logarithmized data. Now it returns non-logarithmized data.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/opt/anaconda3/envs/scanpy/lib/python3.8/site-packages/anndata/compat/_overloaded_dict.py:106: ImplicitModificationWarning: Trying to modify attribute `._uns` of view, initializing view as actual.\n", " self.data[key] = value\n" ] } ], "source": [ "paul15 = sc.datasets.paul15()" ] }, { "cell_type": "markdown", "id": "943a7d6f", "metadata": {}, "source": [ "### Get an overview of observations" ] }, { "cell_type": "code", "execution_count": 13, "id": "b489e0a1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 2730 × 3451\n", " obs: 'paul15_clusters'\n", " uns: 'iroot'" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "paul15" ] }, { "cell_type": "code", "execution_count": 14, "id": "76e0be63", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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paul15_clusters
07MEP
115Mo
23Ery
315Mo
43Ery
......
27252Ery
272613Baso
27277MEP
272815Mo
27293Ery
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2730 rows × 1 columns

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" ], "text/plain": [ " paul15_clusters\n", "0 7MEP\n", "1 15Mo\n", "2 3Ery\n", "3 15Mo\n", "4 3Ery\n", "... ...\n", "2725 2Ery\n", "2726 13Baso\n", "2727 7MEP\n", "2728 15Mo\n", "2729 3Ery\n", "\n", "[2730 rows x 1 columns]" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "paul15.obs" ] }, { "cell_type": "code", "execution_count": 15, "id": "5c496921", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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0610007L01Rik
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...
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" ], "text/plain": [ "Empty DataFrame\n", "Columns: []\n", "Index: [0610007L01Rik, 0610009O20Rik, 0610010K14Rik, 0910001L09Rik, 1100001G20Rik, 1110002B05Rik, 1110004E09Rik, 1110007A13Rik, 1110007C09Rik, 1110013L07Rik, 1110020G09Rik, 1110034G24Rik, 1110038B12Rik, 1110049F12Rik, 1110059E24Rik, 1190002H23Rik, 1190007F08Rik, 1200002N14Rik, 1300001I01Rik, 1300017J02Rik, 1500001M20Rik, 1500012F01Rik, 1500032L24Rik, 1600014C10Rik, 1700001L05Rik, 1700012B09Rik, 1700017B05Rik, 1700020L24Rik, 1810009A15Rik, 1810011H11Rik, 1810027O10Rik, 1810030N24Rik, 1810031K17Rik, 1810033B17Rik, 1810037I17Rik, 2010002N04Rik, 2010011I20Rik, 2010106G01Rik, 2210016F16Rik, 2210020M01Rik, 2210023G05Rik, 2210404O07Rik, 2210411K11Rik, 2310003C23Rik, 2310003F16Rik, 2310005E10Rik, 2310014H01Rik, 2310022B05Rik, 2310028O11Rik, 2410006H16Rik, 2510002D24Rik, 2510003E04Rik, 2610018G03Rik, 2610024G14Rik, 2610029G23Rik, 2610029I01Rik, 2610035D17Rik, 2610101N10Rik, 2700094K13Rik, 2810004N23Rik, 2810417H13Rik, 2810474O19Rik, 2900010J23Rik, 2900010M23Rik, 2900026A02Rik, 2900073G15Rik, 3110003A17Rik, 3110056O03Rik, 4632415L05Rik, 4632428N05Rik, 4930473A06Rik, 4930486L24Rik, 4930503E24Rik, 4930534B04Rik, 4931406C07Rik, 5033406O09Rik, 5430435G22Rik, 5730469M10Rik, 5730508B09Rik, 5730528L13Rik, 5830405N20Rik, 5830432E09Rik, 6030458C11Rik, 6330416G13Rik, 6330503K22Rik, 6720456B07Rik, 8430419L09Rik, 8430427H17Rik, 9030617O03Rik, 9130206I24Rik, 9130208E07Rik, 9230105E10Rik, 9530068E07Rik, 9530077C05Rik, 9630033F20Rik, 9830001H06Rik, A030009H04Rik, A930001N09Rik, AA987161, AB124611, ...]\n", "\n", "[3451 rows x 0 columns]" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "paul15.var" ] }, { "cell_type": "markdown", "id": "631a3cd4", "metadata": {}, "source": [ "### Helper functions to match gene names\n", "\n", "The `orthomap2tei` submodule contains the `orthomap2tei.geneset_overlap()` helper function to check for gene name overlap between the constructed orthomap from `OrthoFinder` results and a given scRNA dataset." ] }, { "cell_type": "code", "execution_count": 16, "id": "53b654da", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
g1_g2_overlapg1_ratiog2_ratio
000.00.0
\n", "
" ], "text/plain": [ " g1_g2_overlap g1_ratio g2_ratio\n", "0 0 0.0 0.0" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# check overlap of orthomap and scRNA data \n", "orthomap2tei.geneset_overlap(paul15.var_names, query_orthomap['seqID'])" ] }, { "cell_type": "markdown", "id": "98965002", "metadata": {}, "source": [ "Since for OrthoFinder transcript IDs were used, there is no overlap between the var names of the scRNA data (`paul15.var_names`) and the orthomap (`query_orthomap['seqID']`). Based on the var names seen in the scRNA data one can try to use here the `gene_name` column of the `query_species_t2g` table to find possible overlaps." ] }, { "cell_type": "code", "execution_count": 17, "id": "7fb6bf7a", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
g1_g2_overlapg1_ratiog2_ratio
030440.8820630.053893
\n", "
" ], "text/plain": [ " g1_g2_overlap g1_ratio g2_ratio\n", "0 3044 0.882063 0.053893" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# check overlap of transcript table and scRNA data \n", "orthomap2tei.geneset_overlap(paul15.var_names, query_species_t2g['gene_name'])" ] }, { "cell_type": "markdown", "id": "e1ba5d87", "metadata": {}, "source": [ "Indeed overlaps are found and now can be used to match gene ages with the var names of the scRNA data.\n", "\n", "**Note:** Not all gene names have been found (3044/3451), this can be due to spelling or typos. This is why it should be preferred to at least provide an additional column in the `adata.var` with a common `GeneID` from either `NCBI` or `ensembl`.\n", "\n", "For example the gene name from the `adata.var_names` 'hnRNP A2/B1' is spelled 'Hnrnpa2b1' in the `ensembl` `GTF`. Any matching might be prone to these kind of problems which can be avoided by at least providing a `GeneID`.\n", "\n", "Here, we use a mouse gene synonyms table (https://github.com/mustafapir/geneName/blob/master/data/mouse_synonyms1.rda) to assign them to the correct geneID, which is available here:\n", "\n", "https://doi.org/10.5281/zenodo.7242263\n", "\n", "or can be accessed with the `dataset` submodule of `oggmap`\n", "\n", "`datasets.mouse_synonyms(datapath='data')` (download folder set to `'data'`)." ] }, { "cell_type": "code", "execution_count": 18, "id": "1ce81855", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "100% [......................................................] 1073171 / 1073171" ] }, { "data": { "text/plain": [ "'data/mouse_synonyms.tsv'" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "datasets.mouse_synonyms(datapath='data')" ] }, { "cell_type": "code", "execution_count": 19, "id": "c3769127", "metadata": {}, "outputs": [], "source": [ "# get mouse gene synonyms\n", "\n", "# download mouse gene synonyms table here: https://doi.org/10.5281/zenodo.7242263\n", "# or download with datasets.mouse_synonyms(datapath='data')\n", "mouse_synonyms = pd.read_csv('data/mouse_synonyms.tsv', delimiter='\\t')" ] }, { "cell_type": "code", "execution_count": 20, "id": "a4b6f4f8", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Gene_nameGene_synonyms
0PzpA1m
1PzpAI893533
2AanatAA-NAT
3AanatNat-2
4AanatNat4
.........
67150LOC116814569EC(Mir290)
67151LOC116915240EC(Ranbp17)
67152LOC116915241EC(Esrrb)
67153LOC116915242EC(Mcl1)
67154LOC116915243EC(Etl4)
\n", "

67155 rows × 2 columns

\n", "
" ], "text/plain": [ " Gene_name Gene_synonyms\n", "0 Pzp A1m\n", "1 Pzp AI893533\n", "2 Aanat AA-NAT\n", "3 Aanat Nat-2\n", "4 Aanat Nat4\n", "... ... ...\n", "67150 LOC116814569 EC(Mir290)\n", "67151 LOC116915240 EC(Ranbp17)\n", "67152 LOC116915241 EC(Esrrb)\n", "67153 LOC116915242 EC(Mcl1)\n", "67154 LOC116915243 EC(Etl4)\n", "\n", "[67155 rows x 2 columns]" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mouse_synonyms" ] }, { "cell_type": "markdown", "id": "452f0e1b", "metadata": {}, "source": [ "Here, only the genes that do not overlap with the `GTF` file gene names are searched among the synonyms and used to get a better overlap." ] }, { "cell_type": "code", "execution_count": 21, "id": "f6370a2c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Gene_nameGene_synonyms
1579Casp4Casp11
2121Chil3Chi3l3
3174Ackr1Darc
3265Dnah8Dnahc8
3793Epb41l2Epb4.1l2
.........
61754Foxd2os9130206I24Rik
61933Thoc2lD930016D06Rik
62217MorrbidGm14005
63500Hbb-bsBeta-s
63543Gm10925Atpase6
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231 rows × 2 columns

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" ], "text/plain": [ " Gene_name Gene_synonyms\n", "1579 Casp4 Casp11\n", "2121 Chil3 Chi3l3\n", "3174 Ackr1 Darc\n", "3265 Dnah8 Dnahc8\n", "3793 Epb41l2 Epb4.1l2\n", "... ... ...\n", "61754 Foxd2os 9130206I24Rik\n", "61933 Thoc2l D930016D06Rik\n", "62217 Morrbid Gm14005\n", "63500 Hbb-bs Beta-s\n", "63543 Gm10925 Atpase6\n", "\n", "[231 rows x 2 columns]" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gene_names_no_overlap = paul15.var_names[~paul15.var_names.isin(query_species_t2g['gene_name'])].values\n", "gene_names_to_be_replaced = mouse_synonyms[mouse_synonyms['Gene_synonyms'].isin(gene_names_no_overlap)]\n", "gene_names_to_be_replaced" ] }, { "cell_type": "code", "execution_count": 22, "id": "b5821ca7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "228" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(set(gene_names_to_be_replaced['Gene_synonyms'].values))" ] }, { "cell_type": "markdown", "id": "89dedbf1", "metadata": {}, "source": [ "As a result at best 228 additional genes can be added for mapping OrthoFinder results and the scRNA data.\n", "\n", "Here, a new column `gene_name2` is added to the `query_species_t2g` object with the `Gene_synonyms` values keeping the original `gene_name` value if no match is found (set option `keep = True`)." ] }, { "cell_type": "code", "execution_count": 23, "id": "3325d6bc", "metadata": {}, "outputs": [], "source": [ "# convert gene_name into Gene_synonyms and add a new column 'gene_name2' to query_species_t2g\n", "query_species_t2g['gene_name2'] = orthomap2tei.replace_by(\n", " x_orig = list(query_species_t2g['gene_name']),\n", " xmatch = list(gene_names_to_be_replaced['Gene_name']),\n", " xreplace = list(gene_names_to_be_replaced['Gene_synonyms']),\n", " keep = True\n", ")" ] }, { "cell_type": "markdown", "id": "ec6e1881", "metadata": {}, "source": [ "Now, again the overlap is cheked as before." ] }, { "cell_type": "code", "execution_count": 24, "id": "fc7acb8b", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
g1_g2_overlapg1_ratiog2_ratio
032700.9475510.057898
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" ], "text/plain": [ " g1_g2_overlap g1_ratio g2_ratio\n", "0 3270 0.947551 0.057898" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# check overlap of transcript table and scRNA data \n", "orthomap2tei.geneset_overlap(paul15.var_names, query_species_t2g['gene_name2'])" ] }, { "cell_type": "markdown", "id": "ccb45007", "metadata": {}, "source": [ "### Reduce isoforms to genes\n", "\n", "The `of2orthomap.replace_by()` helper function can be used to add a new column to the orthomap dataframe by matching e.g. gene isoform names and their corresponding gene names." ] }, { "cell_type": "code", "execution_count": 25, "id": "3383ca61", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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seqIDOrthogroupPSnumPStaxIDPSnamePScontinuity
0ENSMUST00000031086.5OG0000000633213Bilateria0.909091
1ENSMUST00000035250.6OG0000000633213Bilateria0.909091
2ENSMUST00000037071.5OG0000000633213Bilateria0.909091
3ENSMUST00000038432.7OG0000000633213Bilateria0.909091
4ENSMUST00000040983.6OG0000000633213Bilateria0.909091
.....................
22013ENSMUST00000096469.7OG00291963110090Mus musculus1.000000
22014ENSMUST00000121900.8OG00291963110090Mus musculus1.000000
22015ENSMUST00000249242.1OG002919722314146Euarchontoglires0.200000
22016ENSMUST00000186194.2OG00291983110090Mus musculus1.000000
22017ENSMUST00000189007.2OG00291983110090Mus musculus1.000000
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22018 rows × 6 columns

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" ], "text/plain": [ " seqID Orthogroup PSnum PStaxID PSname \\\n", "0 ENSMUST00000031086.5 OG0000000 6 33213 Bilateria \n", "1 ENSMUST00000035250.6 OG0000000 6 33213 Bilateria \n", "2 ENSMUST00000037071.5 OG0000000 6 33213 Bilateria \n", "3 ENSMUST00000038432.7 OG0000000 6 33213 Bilateria \n", "4 ENSMUST00000040983.6 OG0000000 6 33213 Bilateria \n", "... ... ... ... ... ... \n", "22013 ENSMUST00000096469.7 OG0029196 31 10090 Mus musculus \n", "22014 ENSMUST00000121900.8 OG0029196 31 10090 Mus musculus \n", "22015 ENSMUST00000249242.1 OG0029197 22 314146 Euarchontoglires \n", "22016 ENSMUST00000186194.2 OG0029198 31 10090 Mus musculus \n", "22017 ENSMUST00000189007.2 OG0029198 31 10090 Mus musculus \n", "\n", " PScontinuity \n", "0 0.909091 \n", "1 0.909091 \n", "2 0.909091 \n", "3 0.909091 \n", "4 0.909091 \n", "... ... \n", "22013 1.000000 \n", "22014 1.000000 \n", "22015 0.200000 \n", "22016 1.000000 \n", "22017 1.000000 \n", "\n", "[22018 rows x 6 columns]" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "query_orthomap" ] }, { "cell_type": "code", "execution_count": 26, "id": "d40bf073", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Index(['0610007L01Rik', '0610009O20Rik', '0610010K14Rik', '0910001L09Rik',\n", " '1100001G20Rik', '1110002B05Rik', '1110004E09Rik', '1110007A13Rik',\n", " '1110007C09Rik', '1110013L07Rik',\n", " ...\n", " 'hnRNP A2/B1', 'mFLJ00022', 'mKIAA0007', 'mKIAA0569', 'mKIAA0621',\n", " 'mKIAA1027', 'mKIAA1575', 'mKIAA1994', 'rp9', 'slc43a2'],\n", " dtype='object', length=3451)" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "paul15.var_names" ] }, { "cell_type": "code", "execution_count": 27, "id": "75a4e6ca", "metadata": {}, "outputs": [], "source": [ "# convert orthomap transcript IDs into GeneNAMEs and add them to orthomap\n", "query_orthomap['geneNAME'] = orthomap2tei.replace_by(\n", " x_orig = query_orthomap['seqID'],\n", " xmatch = query_species_t2g['transcript_id_version'],\n", " xreplace = query_species_t2g['gene_name2'],\n", ")" ] }, { "cell_type": "code", "execution_count": 28, "id": "2596bb36", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
g1_g2_overlapg1_ratiog2_ratio
032420.9394380.147901
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" ], "text/plain": [ " g1_g2_overlap g1_ratio g2_ratio\n", "0 3242 0.939438 0.147901" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# check overlap of orthomap and scRNA data\n", "orthomap2tei.geneset_overlap(paul15.var_names, query_orthomap['geneNAME'])" ] }, { "cell_type": "markdown", "id": "557302c6", "metadata": {}, "source": [ "**Note:** Not all genes might be present in the OrthoFinder results, this is why the overlap only shows (3242/3451)." ] }, { "cell_type": "markdown", "id": "3376d739", "metadata": {}, "source": [ "## Step 4 - get TEI values and add them to scRNA dataset\n", "\n", "Since now the gene names correspond to each other in the orthomap and the scRNA `adata` object, one can calculate the transcriptome evolutionary index (`TEI`) and add them to the scRNA dataset (`adata` object).\n", "\n", "The `TEI` measure represents the weighted arithmetic mean (expression levels as weights for the phylostratum value) over all evolutionary age categories denoted as _phylostra_.\n", "\n", "${TEI_s = \\sum (e_{is} * ps_i) / \\sum e_{is}}$\n", "\n", ", where ${TEI_s}$ denotes the `TEI` value in developmental stage ${s, e_{is}}$ denotes the gene expression level of gene ${i}$ in stage ${s}$, and ${ps_i}$ denotes the corresponding phylostratum of gene ${i, i = 1,...,N}$ and ${N = total\\ number\\ of\\ genes}$.\n", "\n", "Note: If e.g. two different isoforms would fall into two different gene age classes, their gene ages might differ based on the oldest ortholog found in their corresponding orthologous groups. However, both isoforms share the same gene name and their gene ages would clash. In this case one can decide either to use the `keep='min'` or `keep='max'` gene age to be kept by the `get_tei` function, which defaults to keep in this cases the `keep='min'` or in other words the 'older' gene age." ] }, { "cell_type": "markdown", "id": "2fae5ea1", "metadata": {}, "source": [ "To be able to re-use the original `count` data, they are added as a new `layer` to the `adata` object. This is useful because later on the `count` data can be used to extract either the relative expression per gene age class or re-calculate other metrics. \n", "\n", "This can be done either on un-normalized `counts`, on `normalized` and `log-transformed` data." ] }, { "cell_type": "code", "execution_count": 29, "id": "9ea36b1e", "metadata": {}, "outputs": [], "source": [ "paul15.layers['counts'] = paul15.X" ] }, { "cell_type": "markdown", "id": "b3b4202e", "metadata": {}, "source": [ "### add TEI to adata object\n", "\n", "Using the submodule `orthomap2tei` from `oggmap` and the `orthomap2tei.get_tei()` function, transcriptome evolutionary index (`TEI`) values are calculated and directyl added to the existing `adata` object (`add_obs=True`).\n", "\n", "There are other options to e.g. not start from the `adata.X` `counts` but from another `layer` from the `adata` object, the default is to use the `adata.X` (`layer=None`). The values can be pre-processed by the `normalize_total` option and the `log1p` option.\n", "\n", "If `add_obs=True` the resulting `TEI` values are added to the existing `adata` object as a new observation with the name set with the `obs_name` option.\n", "\n", "If `add_var=True` the gene age values are added to the existing `adata` object as a new variable with the name set with the `var_name` option.\n", "\n", "__Note:__ Genes not assigned to any gene class will get a missing assignment.\n", "\n", "If one wants to calculate bootstrap `TEI` values per cell, the `boot` option can be set to `boot=True` and gene age classes will be randomly chosen prior calculating `TEI` values `bt=10` times." ] }, { "cell_type": "code", "execution_count": 30, "id": "5417a3ed", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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tei
05.420982
15.598349
25.361106
35.551194
45.362875
......
27255.242296
27265.648879
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2730 rows × 1 columns

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" ], "text/plain": [ " tei\n", "0 5.420982\n", "1 5.598349\n", "2 5.361106\n", "3 5.551194\n", "4 5.362875\n", "... ...\n", "2725 5.242296\n", "2726 5.648879\n", "2727 5.571817\n", "2728 5.526262\n", "2729 5.384177\n", "\n", "[2730 rows x 1 columns]" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# add TEI values to existing adata object\n", "orthomap2tei.get_tei(adata=paul15,\n", " gene_id=query_orthomap['geneNAME'],\n", " gene_age=query_orthomap['PSnum'],\n", " keep='min',\n", " layer=None,\n", " add_var=True,\n", " var_name='Phylostrata',\n", " add_obs=True,\n", " obs_name='tei',\n", " boot=False,\n", " bt=10,\n", " normalize_total=True,\n", " log1p=True,\n", " target_sum=1e6)" ] }, { "cell_type": "markdown", "id": "ad00fe2c", "metadata": {}, "source": [ "## Step 5 - downstream analysis\n", "\n", "Once the gene age data has been added to the scRNA dataset, one can e.g. plot the corresponding transcriptome evolutionary index (`TEI`) values by any given observation pre-defined in the scRNA dataset.\n", "\n", "Here, we plot them against the assigned embryo stage and against assigned cell types of the zebrafish using the `scanpy` `sc.pl.violin()` function as follows:" ] }, { "cell_type": "markdown", "id": "e4b04f4e", "metadata": {}, "source": [ "### Boxplot gene age class per cluster" ] }, { "cell_type": "code", "execution_count": 31, "id": "8b61705d", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.violin(adata=paul15,\n", " keys=['tei'],\n", " groupby='paul15_clusters',\n", " rotation=90,\n", " palette='Paired',\n", " stripplot=False,\n", " inner='box')" ] }, { "cell_type": "markdown", "id": "13144a6e", "metadata": {}, "source": [ "### Use cluster names as cell-type\n", "\n", "Here, just the pre-existing observation `paul15_cluster` will be used to assign cell-types." ] }, { "cell_type": "code", "execution_count": 32, "id": "3bdca0c2", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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paul15_clustersteicell_type
07MEP5.420982MEP
115Mo5.598349Mo
23Ery5.361106Ery
315Mo5.551194Mo
43Ery5.362875Ery
............
27252Ery5.242296Ery
272613Baso5.648879Baso
27277MEP5.571817MEP
272815Mo5.526262Mo
27293Ery5.384177Ery
\n", "

2730 rows × 3 columns

\n", "
" ], "text/plain": [ " paul15_clusters tei cell_type\n", "0 7MEP 5.420982 MEP\n", "1 15Mo 5.598349 Mo\n", "2 3Ery 5.361106 Ery\n", "3 15Mo 5.551194 Mo\n", "4 3Ery 5.362875 Ery\n", "... ... ... ...\n", "2725 2Ery 5.242296 Ery\n", "2726 13Baso 5.648879 Baso\n", "2727 7MEP 5.571817 MEP\n", "2728 15Mo 5.526262 Mo\n", "2729 3Ery 5.384177 Ery\n", "\n", "[2730 rows x 3 columns]" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import re\n", "paul15.obs['cell_type'] = [re.sub(r'\\d', '', x) for x in list(paul15.obs['paul15_clusters'])]\n", "paul15.obs" ] }, { "cell_type": "markdown", "id": "aca23fde", "metadata": {}, "source": [ "### Boxplot gene age class per cell type" ] }, { "cell_type": "code", "execution_count": 33, "id": "85e1915f", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.violin(adata=paul15,\n", " keys=['tei'],\n", " groupby='cell_type',\n", " rotation=90,\n", " palette='Paired',\n", " stripplot=False,\n", " inner='box')" ] }, { "cell_type": "markdown", "id": "09cbd079", "metadata": {}, "source": [ "### Plot relative expression per gene age class per cell type" ] }, { "cell_type": "code", "execution_count": 34, "id": "75e0e300", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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cell_typeBasoDCEosEryGMPLymphMEPMkMoNeu
ps
30.6150390.1673590.1788351.0000000.3528970.0000000.0363770.3735240.7099710.517142
60.6281940.2363750.1981741.0000000.3430050.0000000.0355140.3963020.7388850.560596
80.6997300.2776420.1808431.0000000.3888630.0039010.0000000.3505010.8545120.653597
100.7137040.3084610.2291011.0000000.3776080.0070570.0000000.4800660.8726040.730671
110.8447240.5171960.1294000.9893360.4193270.3932050.0000000.4077981.0000000.708744
130.7422051.0000000.0786930.2749030.3878660.7824650.0000000.3171210.9207600.660845
140.9716251.0000000.1871260.2906120.7788440.9095150.0000000.2985760.9677170.553341
160.6404910.5835020.5094050.1217670.3730260.8025050.0000000.1562550.9702381.000000
170.7293190.2796190.2324450.9165310.5626990.1910230.0000000.4260070.9152941.000000
180.0349930.5747830.1639021.0000000.0000000.8270450.0678910.8222500.1643340.258132
190.7596020.8247110.0000000.5239410.3491681.0000000.0943740.3212990.6409210.451999
200.7736680.3735230.2908130.6518090.3649640.0161230.0000000.2797581.0000000.798367
210.0718500.0000000.0000000.1528160.0000001.0000000.0000000.3476150.0472690.143393
220.7407430.5505110.4282940.7720360.3348200.1910080.0000000.5757631.0000000.841191
260.4833130.9689520.1040280.5048860.3571921.0000000.0000000.0688260.5297420.355046
291.0000000.4665560.0000000.0412450.6115730.2001930.0762970.0365600.8185410.384647
\n", "
" ], "text/plain": [ "cell_type Baso DC Eos Ery GMP Lymph \\\n", "ps \n", "3 0.615039 0.167359 0.178835 1.000000 0.352897 0.000000 \n", "6 0.628194 0.236375 0.198174 1.000000 0.343005 0.000000 \n", "8 0.699730 0.277642 0.180843 1.000000 0.388863 0.003901 \n", "10 0.713704 0.308461 0.229101 1.000000 0.377608 0.007057 \n", "11 0.844724 0.517196 0.129400 0.989336 0.419327 0.393205 \n", "13 0.742205 1.000000 0.078693 0.274903 0.387866 0.782465 \n", "14 0.971625 1.000000 0.187126 0.290612 0.778844 0.909515 \n", "16 0.640491 0.583502 0.509405 0.121767 0.373026 0.802505 \n", "17 0.729319 0.279619 0.232445 0.916531 0.562699 0.191023 \n", "18 0.034993 0.574783 0.163902 1.000000 0.000000 0.827045 \n", "19 0.759602 0.824711 0.000000 0.523941 0.349168 1.000000 \n", "20 0.773668 0.373523 0.290813 0.651809 0.364964 0.016123 \n", "21 0.071850 0.000000 0.000000 0.152816 0.000000 1.000000 \n", "22 0.740743 0.550511 0.428294 0.772036 0.334820 0.191008 \n", "26 0.483313 0.968952 0.104028 0.504886 0.357192 1.000000 \n", "29 1.000000 0.466556 0.000000 0.041245 0.611573 0.200193 \n", "\n", "cell_type MEP Mk Mo Neu \n", "ps \n", "3 0.036377 0.373524 0.709971 0.517142 \n", "6 0.035514 0.396302 0.738885 0.560596 \n", "8 0.000000 0.350501 0.854512 0.653597 \n", "10 0.000000 0.480066 0.872604 0.730671 \n", "11 0.000000 0.407798 1.000000 0.708744 \n", "13 0.000000 0.317121 0.920760 0.660845 \n", "14 0.000000 0.298576 0.967717 0.553341 \n", "16 0.000000 0.156255 0.970238 1.000000 \n", "17 0.000000 0.426007 0.915294 1.000000 \n", "18 0.067891 0.822250 0.164334 0.258132 \n", "19 0.094374 0.321299 0.640921 0.451999 \n", "20 0.000000 0.279758 1.000000 0.798367 \n", "21 0.000000 0.347615 0.047269 0.143393 \n", "22 0.000000 0.575763 1.000000 0.841191 \n", "26 0.000000 0.068826 0.529742 0.355046 \n", "29 0.076297 0.036560 0.818541 0.384647 " ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "paul15_rematrix_grouped = orthomap2tei.get_rematrix(\n", " adata=paul15,\n", " gene_id=query_orthomap['geneNAME'],\n", " gene_age=query_orthomap['PSnum'],\n", " keep='min',\n", " layer=None,\n", " use='counts',\n", " var_type='mean',\n", " group_by_obs='cell_type',\n", " obs_fillna='__NaN',\n", " obs_type='mean',\n", " standard_scale=0,\n", " normalize_total=True,\n", " log1p=True,\n", " target_sum=1e6)\n", "paul15_rematrix_grouped" ] }, { "cell_type": "code", "execution_count": 35, "id": "2cac02eb", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = sns.lineplot(paul15_rematrix_grouped.transpose(), palette='Accent', dashes=False)\n", "ax.legend(fontsize=5, title='age class')\n", "ax.set_title('M. musculus - Relative expression per hematopoiesis cell type')\n", "ax.set_xlabel('hematopoiesis cell type')\n", "ax.set_ylabel('Relative expression level')\n", "sns.move_legend(ax, 'upper left', bbox_to_anchor=(1, 1))\n", "#plt.tick_params(labelsize=3)\n", "plt.xticks(rotation=90)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "afce590d", "metadata": {}, "source": [ "### Get partial TEI values to visualize gene age class contributions\n", "\n", "Partial `TEI` values can give an idea about which gene age class contributed at most to the `global` `TEI` pattern.\n", "\n", "In detail, each gene gets a `TEI` contribution profile as follows:\n", "\n", "${TEI_{is} = f_{is} * ps_i}$\n", "\n", ", where ${TEI_{is}}$ is the partial `TEI` value of gene ${i}$, ${f_{is} = e_{is} / \\sum e_{is}}$ and ${ps_i}$ is the phylostratum of gene i.\n", "\n", "${TEI_{is}}$ values are combined per ${ps}$.\n", "\n", "The partial `TEI` values combined per strata give an overall impression of the contribution of each strata to the `global` `TEI` pattern.\n", "\n", "One can either start from `counts` (`adata.X`) which is set as default or any other `layer` defined by the `layer` option (`layer=None`).\n", "\n", "In addition, the `counts` can be `normalized` and `log-transformed` prior calculating partial `TEI` values (`normalize_total=False`, `log1p=False`, `target_sum=1e6`).\n", "\n", "Further, these values can be combined per given observation, e.g. cell typer per sample timepoint (`group_by='cell_state'`).\n", "\n", "The `get_pstrata` function of the `orthomap2tei` submodule will return two matrix, the first contains the sum of each partial `TEI` per gene age class and the second the corresponding frequencies.\n", "\n", "Both can be further processed by returning the `cumsum` over the gene age classes. To get them set the option `cumsum=True`. The `cumsum` will result in either for the first matrix the `TEI` value per cell or mean `TEI` value per group, if one choose a observation with the `group_by` option. Or in case of the second frequency matrix will result in 1.\n", "\n", "With the `standard_scale` option either gene age classes (`standard_scale=0` rows) or cells or groups (`standard_scale=1` columns) can be scaled, subtract the minimum and divide each by its maximum. By default no scaling is applied (`standard_scale=None`).\n", "\n", "The resulting data will be visualized in the downstream section." ] }, { "cell_type": "code", "execution_count": 36, "id": "22367f42", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ps
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62.4804372.5025662.5229312.5176432.4622112.3960452.5232302.5193232.4812192.503882
80.4117420.4349930.4196780.3861260.4134640.4093500.4016690.3910830.4163810.423759
100.5190610.5234630.5580270.4880530.5096770.5086270.4943150.5356410.5333900.563985
110.3015390.3784700.2729560.2530810.3049660.4634610.3318460.2889340.2959670.298528
130.2445900.4336660.2288170.1412980.2521550.4973860.2731340.2308090.2461270.249142
140.0448080.0713610.0391750.0223800.0524200.0851550.0431360.0372380.0411650.037326
160.0506290.0770740.0714060.0270870.0549850.1082490.0583650.0419140.0537580.064512
170.0824910.0912590.0846510.0739840.0974910.1111850.0879440.0830580.0843830.104090
180.0070050.0207890.0109930.0140490.0083810.0352490.0138270.0200530.0073360.009939
190.0198480.0318700.0028730.0114930.0142890.0536350.0102450.0129940.0163510.014169
200.0783260.0830610.0671070.0535170.0669330.0565290.0548520.0564340.0864040.085647
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220.0109880.0116370.0158280.0085690.0078180.0075170.0032620.0107250.0135290.013286
260.0220550.0674260.0129970.0168270.0227830.0869330.0072680.0086830.0225000.018088
290.0134020.0072640.0000000.0004780.0099430.0058900.0024790.0004040.0098160.005076
\n", "
" ], "text/plain": [ "cell_type Baso DC Eos Ery GMP Lymph \\\n", "ps \n", "3 1.255834 1.148338 1.233771 1.310048 1.262417 1.161642 \n", "6 2.480437 2.502566 2.522931 2.517643 2.462211 2.396045 \n", "8 0.411742 0.434993 0.419678 0.386126 0.413464 0.409350 \n", "10 0.519061 0.523463 0.558027 0.488053 0.509677 0.508627 \n", "11 0.301539 0.378470 0.272956 0.253081 0.304966 0.463461 \n", "13 0.244590 0.433666 0.228817 0.141298 0.252155 0.497386 \n", "14 0.044808 0.071361 0.039175 0.022380 0.052420 0.085155 \n", "16 0.050629 0.077074 0.071406 0.027087 0.054985 0.108249 \n", "17 0.082491 0.091259 0.084651 0.073984 0.097491 0.111185 \n", "18 0.007005 0.020789 0.010993 0.014049 0.008381 0.035249 \n", "19 0.019848 0.031870 0.002873 0.011493 0.014289 0.053635 \n", "20 0.078326 0.083061 0.067107 0.053517 0.066933 0.056529 \n", "21 0.000092 0.000000 0.000000 0.000103 0.000000 0.002859 \n", "22 0.010988 0.011637 0.015828 0.008569 0.007818 0.007517 \n", "26 0.022055 0.067426 0.012997 0.016827 0.022783 0.086933 \n", "29 0.013402 0.007264 0.000000 0.000478 0.009943 0.005890 \n", "\n", "cell_type MEP Mk Mo Neu \n", "ps \n", "3 1.236535 1.254041 1.249693 1.221387 \n", "6 2.523230 2.519323 2.481219 2.503882 \n", "8 0.401669 0.391083 0.416381 0.423759 \n", "10 0.494315 0.535641 0.533390 0.563985 \n", "11 0.331846 0.288934 0.295967 0.298528 \n", "13 0.273134 0.230809 0.246127 0.249142 \n", "14 0.043136 0.037238 0.041165 0.037326 \n", "16 0.058365 0.041914 0.053758 0.064512 \n", "17 0.087944 0.083058 0.084383 0.104090 \n", "18 0.013827 0.020053 0.007336 0.009939 \n", "19 0.010245 0.012994 0.016351 0.014169 \n", "20 0.054852 0.056434 0.086404 0.085647 \n", "21 0.000000 0.000183 0.000060 0.000194 \n", "22 0.003262 0.010725 0.013529 0.013286 \n", "26 0.007268 0.008683 0.022500 0.018088 \n", "29 0.002479 0.000404 0.009816 0.005076 " ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "paul15_pstrata = orthomap2tei.get_pstrata(adata=paul15,\n", " gene_id=query_orthomap['geneNAME'],\n", " gene_age=query_orthomap['PSnum'],\n", " keep='min',\n", " layer=None,\n", " cumsum=False,\n", " group_by_obs='cell_type',\n", " obs_fillna='__NaN',\n", " obs_type='mean',\n", " standard_scale=None,\n", " normalize_total=True,\n", " log1p=True,\n", " target_sum=1e6)\n", "paul15_pstrata[0]" ] }, { "cell_type": "code", "execution_count": 37, "id": "57856912", "metadata": {}, "outputs": [ { "data": { "image/png": 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MJ9cn73jHO1BVtaY+mcl9O5DccMMNPPbYY1P+WlpaDvixX6m8LESXJElccskl3Hbbbdxyyy0sXLiQk046ab/sOxKJEAqFatJ0Xae+vn5KXl3XKZfL+3yMefPm8de//pXm5mauuOIK5s2bx7x582p8pAYHB2lvb6/5QR4qrr76ar7xjW/w8MMPc9ZZZ9HQ0MDpp5/+giER5s2bh6Zp1b8vfvGLe8w7a9YsALZu3TqjMg0PD9d0/Y3R3t5eXT+RhoaGmu9j3Qv74pg/3fH2Rmtr67Rpk8u2vxnb/56uzwtdG/Cvzwtdm+HhYVRVpampqSZdkqQXfZ5j20xXSU9O6+/vZ/Xq1TXPmKZpxONxhBBThti/0HkODw/jOA7f+c53puxzrCG2t2H7O3bs4KSTTmL37t3853/+J3//+9957LHHqv5gE49zoM5xImP+Pvs6yCKfz3PSSSfxyCOP8OUvf5kHHniAxx57jF//+tc15yFJEvfeey9nnnkmN954I0cffTRNTU18/OMfJ5fLATOr6/r7+xkdHUXX9Snn2dfXVz3HmexrX9nXemTytjD1nqmqOu2zNt22ezq253mk0+ma9Mn1ydhxxvY10/t2IJk7dy7HHnvslL+x7s+Afedl0zF78cUXc+2113LLLbfwla985VAXB6Aq1kzTrL7UYfqK+qSTTuKkk07CdV0ef/xxvvOd7/CJT3yClpYW3vWud9HU1MQ//vEPPM/bo/CaeLyJzPRlFwqFpmw7Vt6JPj+qqnLllVdy5ZVXMjo6yl//+leuueYazjzzTHbu3LlHX4rf//73Nfsfq8im49RTT0XTNH77299y2WWXvWDZGxoa6O3tnZLe09MDUFP+/cW+Wgv6+vqmTZs/f371+0zvwb4wVuH39vZOeeH29PTst2vT0NCA4zgMDg7WCC8hBH19fVXn/33dJ/gv4sn09fXVWIIaGxsJh8M1vlIT2dfzrKurQ1EU3vve93LFFVdMm2fOnDl73P63v/0thUKBX//613R3d1fTJ8dWO1jnOHZPJg+eeCHuu+8+enp6eOCBB6pWEmBaH87u7m5+9KMfAbBhwwb++7//m89//vNYlsUtt9wCvHBd19jYSENDA/fcc8+05ZlonXyhfe0rL6UemXgfOzo6qumO47xgHTzxNzrdsWVZnmJV7+vrm/Y4Y/val/sWcPhw6M0uFTo6OvjUpz7Feeedx/vf//5DXRyAamW5evXqmvTf//73e9xGURRe+9rXVlvDTz75JABnnXUW5XJ5r6O8WlpaCIVCU473//1//9+Myzt52w0bNrB+/fo9bpNKpXj729/OFVdcwcjIyF6DrS5fvrymtbM30dXa2sqll17Kn/70J37+859Pm2fz5s3V8p5++umsXbu2er3G+PnPf44kSdPGinkhXoz1a29Mjmfz4IMPsn379prRaTO9B/tSttNOOw2A2267rSb9scce4/nnn+f000+f8TnsjbH9TD7OXXfdRaFQeFHHee1rX4thGPzyl7+sSX/44YendHeee+65bN68mYaGhmlb15O76l6ISCTCqaeeylNPPcWKFSum3efeLBhjonxig0sIwQ9+8INDco6rVq0imUxyyy23IISY6WWY9jwAvv/97+91u4ULF/LZz36W5cuXT/ldwp7runPPPZfh4WFc1532HBctWjTjfe2JPVluX0o98vrXvx5gyn381a9+Na0z+UQWLVpER0cHd9xxR829KRQK3HXXXdURjROZXJ/893//N47jVOuTF3vfAl7evGwsXUA1lMMLMWZZ2LRp04EsDmeffTb19fV88IMf5Itf/CKqqvLTn/6UnTt31uS75ZZbuO+++zjnnHOYNWsW5XK52pJ9wxveAPihMX7yk59w2WWXsX79ek499VQ8z+ORRx5hyZIlvOtd70KSJN7znvfw4x//mHnz5nHkkUfy6KOPcscdd8yovO9973t5z3vew+WXX87b3vY2tm/fzo033jilu+i8887jiCOO4Nhjj6WpqYnt27dz00030d3dzYIFC/bDlfP51re+xZYtW7j44ov505/+xPnnn09LSwtDQ0P85S9/4Sc/+Ql33nknK1as4JOf/CQ///nPOeecc/jiF79Id3c3//u//8v3vvc9PvrRj9aMAJspy5cvB3y/hLPOOgtFUVixYgW6rr+o83n88ce59NJLueCCC9i5cyf//u//TkdHB5dffnk1z0zvwbx58wiHw9x+++0sWbKEWCxGe3v7tEJ20aJFfPjDH+Y73/kOsixz1llnVUcvdnV18clPfvJFnc9kzjjjDM4880yuuuoqstksJ5xwQnX04lFHHcV73/vefd5nfX09V155Jddffz11dXWcf/757Nq1iy984Qu0tbXVWH0/8YlPcNddd/H617+eT37yk6xYsQLP89ixYwd//vOf+dd//Vde+9rX7tPx//M//5MTTzyRk046iY9+9KPMnj2bXC7Hpk2b+P3vf79XH58zzjgDXde58MIL+fSnP025XObmm2+e0k10sM4xFovxzW9+k0svvZQ3vOENfOhDH6KlpYVNmzbxzDPP8H//7/+ddrtVq1ZRV1fHZZddxnXXXYemadx+++0888wzNflWr17Nxz72MS644AIWLFiAruvcd999rF69ms985jPAzOq6d73rXdx+++2cffbZ/J//83847rjj0DSNXbt2cf/99/PmN7+Z888/f0b72hPLly/nzjvv5Je//CVz584lFAqxfPnyl1SPLFu2jAsvvJBvfvObKIrCaaedxpo1a/jmN79JMpncq2uILMvceOONvPvd7+bcc8/lIx/5CKZp8vWvf53R0dFp322//vWvUVWVM844ozp68cgjj6z6lM30vh1INm7cOK3f4+EQS/Bly6Hy4J84enFvTDdKpbu7W3R3d7/gMfY0wmpPoy26u7vFOeecU5P26KOPilWrVoloNCo6OjrEddddJ374wx/WjBx86KGHxPnnny+6u7uFYRiioaFBnHzyyeJ3v/tdzb5KpZK49tprxYIFC4Su66KhoUGcdtpp4sEHH6zmyWQy4tJLLxUtLS0iGo2K8847T2zbtm1Goxc9zxM33nijmDt3rgiFQuLYY48V991335SRc9/85jfFqlWrRGNjo9B1XcyaNUt88IMfFNu2bXvBa7qvOI4jfvazn4nTTjtN1NfXC1VVRVNTkzjrrLPEHXfcUTPSZ/v27eKiiy4SDQ0NQtM0sWjRIvH1r3+9Js/Y6MWvf/3rU441+RqZpikuvfRS0dTUJCRJqrlegLjiiiumLfOervWf//xn8d73vlekUikRDofF2WefLTZu3Fiz7UzvgRD+qKjFixcLTdNqjjndSCTXdcUNN9wgFi5cKDRNE42NjeI973lPzSgiIfb8bL///e+f0W+mVCqJq666SnR3dwtN00RbW5v46Ec/KtLp9JT9zWT0ohD+Nfnyl78sOjs7ha7rYsWKFeIPf/iDOPLII6eMCM3n8+Kzn/2sWLRokdB1XSSTSbF8+XLxyU9+UvT19VXz7en+TTd6dOvWreIDH/iA6OjoEJqmiaamJrFq1aqaUad74ve//7048sgjRSgUEh0dHeJTn/qUuPvuu2tGrh2oc9wTf/zjH8XJJ58sotGoiEQiYunSpeKGG26orp/u+XnwwQfF6173OhGJRERTU5O49NJLxZNPPlkzgra/v19cfPHFYvHixSIajYpYLCZWrFgh/uM//qM6UnimdZ1t2+Ib3/hG9drFYjGxePFi8ZGPfKT6m5npvqZj27Zt4o1vfKOIx+MCqHm2Z1KP7IlyuSyuvPJK0dzcLEKhkDj++OPFQw89JJLJZM1ow8mjF8f47W9/K1772teKUCgkotGoOP3008U///nPmjxj9+eJJ54Q5513nojFYiIej4sLL7xQ9Pf31+SdyX2buM994aWMXvz3f//3Ge0nYCqSEPtgpw4ICAjYD2zdupXFixdz3XXXcc011xzq4hwQXg3n+GrgwQcf5IQTTuD222/noosuOtTFCTjMCURXQEDAAeWZZ57hF7/4BatWrSKRSLB+/XpuvPFGstkszz333Cti+Pmr4RxfDfzlL3/hoYce4phjjiEcDvPMM8/wta99jWQyyerVq6eMhA8I2FdeVj5dAQEBrzyi0SiPP/44P/rRjxgdHSWZTHLKKafwla985RUjRl4N5/hqIJFI8Oc//5mbbrqJXC5HY2MjZ511Ftdff30guAL2C4GlKyAgICAgICDgIPCyCRkREBAQEBAQEPBKJhBdAQEBAQEBAQEHgcPap8vzPHp6eojH4/scXTwgICAgIODVjBCCXC73spmi7tXAYS26enp66OrqOtTFCAgICAgIOGzZuXNnEOz0IHFYi66xObx27txJIpE4xKUJCAgICAg4fMhms3R1ddXMhxlwYDmsRddYl2IikQhEV0BAQEBAwIsgcM85eASduAEBAQEBAQEBB4FAdAUEBAQEBAQEHAQC0RUQEBAQEBAQcBA4rH26AgICAgICAg4sruti2/ahLsbLFk3TUBRlRnkD0RUQEBAQEBAwBSEEfX19jI6OHuqivOxJpVK0tra+4KCEQHQFBAQEBAQETGFMcDU3NxOJRIJRjtMghKBYLDIwMABAW1vbXvMHoisgICAgICCgBtd1q4KroaHhUBfnZU04HAZgYGCA5ubmvXY1Bo70AQEBAQEBATWM+XBFIpFDXJLDg7Hr9EK+b4HoCggICAgICJiWoEtxZsz0OgWiKyAgICAgICDgIHDIRdfu3bt5z3veQ0NDA5FIhJUrV/LEE08c6mIFBAQEBAQEBOxXDqnoSqfTnHDCCWiaxt13383atWv55je/SSqVOpTFCggICAgICDgMOeWUU/jEJz5xqIuxRw7p6MUbbriBrq4ufvKTn1TTZs+evcf8pmlimmb1ezabPZDFCwgIeBljex62J4ioMwtKGBAQEHCoOaSWrt/97ncce+yxXHDBBTQ3N3PUUUfxgx/8YI/5r7/+epLJZPWvq6vrIJY2ICDg5YDtedzfn+anm3q5c0sfv9jWT85yDnWxAgICAl6QQyq6tmzZws0338yCBQv405/+xGWXXcbHP/5xfv7zn0+b/+qrryaTyVT/du7ceZBLHBAQcKhwheDhwQw/2dTLtmwJVZKQJImy7fLLbf3ctWOQkuMe6mIGBLwquOeeezjxxBNJpVI0NDRw7rnnsnnz5po8Dz74ICtXriQUCnHsscfy29/+FkmSePrpp6t51q5dy9lnn00sFqOlpYX3vve9DA0N7fXY//znPzn55JOJRCLU1dVx5plnkk6np8172223ceyxxxKPx2ltbeWiiy6qBjIF383p3e9+N01NTYTDYRYsWFDtfbMsi4997GO0tbURCoWYPXs2119//Yu8Yj6HVHR5nsfRRx/NV7/6VY466ig+8pGP8KEPfYibb7552vyGYZBIJGr+AgICXtl4QrA6nefHm3p5frSAJkmMOC7/yBV4IFtgS9lCkSSyps1/benjD7uHMF3vUBc7IOAVTaFQ4Morr+Sxxx7j3nvvRZZlzj//fDzP/+3lcjnOO+88li9fzpNPPsmXvvQlrrrqqpp99Pb2cvLJJ7Ny5Uoef/xx7rnnHvr7+3nHO96xx+M+/fTTnH766SxbtoyHHnqIf/zjH5x33nm47vQNLsuy+NKXvsQzzzzDb3/7W7Zu3crFF19cXf+5z32OtWvXcvfdd/P8889z880309jYCMC3v/1tfve73/Hf//3frF+/nttuu22vLlAz4ZD6dLW1tbF06dKatCVLlnDXXXcdohIFBAS8XBBCsDFX5P/1Z1DwK6us6/JM0SQpS/y/XImc5yEDx0fDrIyG6NI1BosWP93Uy9xEmFNbUqjyIR+kHRDwiuNtb3tbzfcf/ehHNDc3s3btWo444ghuv/12JEniBz/4AaFQiKVLl7J7924+9KEPVbe5+eabq4aXMX784x/T1dXFhg0bWLhw4ZTj3njjjRx77LF873vfq6YtW7Zsj+X8wAc+UF2eO3cu3/72tznuuOPI5/PEYjF27NjBUUcdxbHHHgvU+pXv2LGDBQsWcOKJJyJJEt3d3TO/QHvgkNZGJ5xwAuvXr69J27Bhw345sYCAgMOXnYUyP93Sxz8rgqvkefwzV2S3ZfNIvsgv0jlylRa1BzxYKHHrQJo/jebptx10WWJXvswPN/by94FRXCEO6fkEBLzS2Lx5MxdddBFz584lkUgwZ84cwBcqAOvXr2fFihWEQqHqNscdd1zNPp544gnuv/9+YrFY9W/x4sXV/U/HmKVrpjz11FO8+c1vpru7m3g8zimnnFJTzo9+9KPceeedrFy5kk9/+tM8+OCD1W0vvvhinn76aRYtWsTHP/5x/vznP8/4uHvikFq6PvnJT7Jq1Sq++tWv8o53vINHH32UW2+9lVtvvfVQFuuwJW87FByXppCOHEQRDjgMGSxZ3NM7glPpHrQ8wZPFElFZ5qlCid2OS1hyeE9sK++ObiWkSvw9n+DHhSPY5kR5IF/koXyRkxNRjoyEqFcVNmWKPJfOc0xjgmPr48FvIyBgP3DeeefR1dXFD37wA9rb2/E8jyOOOALLsgDfUj05SruY1PjxPI/zzjuPG264Ycr+9zRx9Ng8hzOhUCjwxje+kTe+8Y3cdtttNDU1sWPHDs4888xqOc866yy2b9/O//7v//LXv/6V008/nSuuuIJvfOMbHH300WzdupW7776bv/71r7zjHe/gDW94A7/61a9mXIbJHFLR9ZrXvIbf/OY3XH311Xzxi19kzpw53HTTTbz73e8+lMU6rPCEYHu+zENDWcq2gyRJOEIwLxHmuIYEMS2Y0zzg5U/atPlz7whF2/fLcIXgqWIZEKwtmWw0bRpkkyvj6zg33o+uqIxVX6clCpyWeIQtBcEPi8v4R7mFP2cL/CNX4JREjCMjBglFYc1InseHspzYkmJ5MhpMbxIQ8CIZHh7m+eef5/vf/z4nnXQSAP/4xz9q8ixevJjbb78d0zQxDAOAxx9/vCbP0UcfzV133cXs2bNR1Zm9q1asWMG9997LF77whRfMu27dOoaGhvja175WjXYwuQwATU1NXHzxxVx88cWcdNJJfOpTn+Ib3/gGAIlEgne+8528853v5O1vfztvetObGBkZob6+fkblncwhfyOfe+65nHvuuYe6GIcdOdvh6ZE8G7LFah+xJEmUPI+wLLM9V/ZHeKkKJzQlmBMLBy38gJcdedvhr31pRkoWkiThCcGzJZOi67HNslldMulWC3w1uZoTYwVkWQZUbDvNwNBGiiWP9pYmIpE5zI3KfDW6lpz1DP9TmMX/FObzx0yef+QLnBL3LV8RWeaJwSz/HMhwemsdCxPBZL4BAftKXV0dDQ0N3HrrrbS1tbFjxw4+85nP1OS56KKL+Pd//3c+/OEP85nPfIYdO3ZUhcxYg+eKK67gBz/4ARdeeCGf+tSnaGxsZNOmTdx555384Ac/QFGmxuC7+uqrWb58OZdffjmXXXYZuq5z//33c8EFF1Qd4MeYNWsWuq7zne98h8suu4znnnuOL33pSzV5rr32Wo455hiWLVuGaZr84Q9/YMmSJQD8x3/8B21tbaxcuRJZlvmf//kfWltbX1IA90MuugJmjicEO/JlHh7OUrR8q5YM5F2P1cUylhAMOQ51qkK3rjM/pOO6Hv+vb5R7RZrZ8TCrGgPrV8Chp+y4PDAwyu58GbkS+uH5ksmQ7TLiujxaKHKEPsr3655hWWxsJKJM2exld98OBguNJIptDO+ex8bn19DV/SAdHQmSiYXE9RAf0Ht5X3IXD+Ui3Fpcwe9GBQ/lSpwUj7AiYhCSZf7ZP8p9/aOc3VbHrNjMuywCAl7tyLLMnXfeycc//nGOOOIIFi1axLe//e2qvxT4FqLf//73fPSjH2XlypUsX76ca6+9losuuqjq59Xe3s4///lPrrrqKs4880xM06S7u5s3velNlQbWVBYuXMif//xnrrnmGo477jjC4TCvfe1rufDCC6fkbWpq4qc//SnXXHMN3/72tzn66KP5xje+wb/8y79U8+i6ztVXX822bdsIh8OcdNJJ3HnnnQDEYjFuuOEGNm7ciKIovOY1r+GPf/zjHss2EyQxuZP1MCKbzZJMJslkMq/o8BE52+GZilVroq1qU9liq2mRUmRWl0x6rBIp2abHDRGSJBaHDLoNjSPCIWKK/5B4QqAoMic0JZkXD6xfAQcXy/V4aCjDxkwRpfLsbSlbbLdsbCH4Z67ACaE+Los9R0fYb+UKISiWtrJt9yCmV0d4qIOFxiq6k80A5KwSTw9sZfXwWjrmPEdrq05z0xx0fbzVu73g8MPiMh4ot9OuqZwQi7A8EkKtlMGW4F86GmgNGwf5igQEHDr29g4tl8ts3bqVOXPm1DjDvxRuv/12LrnkEjKZzD75Zh0OzPR6BaLrZcqYVevR4Sz5ilULIOd6PFMsY3oeLoJniiWWaIOcHd7FqsgImiwxaEn8qdTJ/aUW1ttx2lSV5RGDWbrOvJBePYYlBLNiIU5qTBLTA+tXwIHD8QRPjuRYnc6hVJoOuyyb9WULXYK/Z3OcFdnG+2ObSFaeRSEcsrkNbN5dwtA0pJ0rObLuGFqiKQBcz8N0bSKaUf2+Id3DE30bIfUY7Z0mHW1+16Mk+Y2OgmXx63w7txeX0KRGeF08zLKwgSxJvpOvIvOWzkbqDe3gX6SAgIPMgRZdP//5z5k7dy4dHR0888wzfOxjH+OUU07htttu2x/Ff1kRiK7DlJzt8Gy6wLpMocaqtbFssals0qAqrC+ZGAzwxnAPbwj3EVbHcwrhVV8wACOWxJ/KHTxQamGjlWRZ2GC2obM0bNRYv1BkTmhMsDARCaxfAfsNTwjWjOZ5ZCjHmHfGgO2wulgmrsg8mh/l/NA6zo/3EKo40rpumdHMOjb2yaQ0F3aezDFNy6gLxQCwXIc1QzsIlTW6Qo2UohaSLNEYGa8DBooZnurfwpbiU3TP30FHe5xUcgGK4reuXc/lsZzO9wpHY6j1vCYWYUnFyuUKgaEpnN/ZGHTFB7yiOdCi68Ybb+R73/sefX19tLW18Za3vIWvfOUrRCKvPF/KQHQdRnhCsKNQ5vHhHFnTrrFqPVUsUXQ9ZAky1jDHh3ZxdngXqQkNcccpUCxuZDjdQ6Eo01ivEI/NJhyejSyPZ0zbEn8udXB/sZlBr56jo2E6dY25E6xfZU/QGTM4tTkVvHACXjRjgU3/MZBBqtQwo47LE4US9arCs/kh3hl+hlPjGRTZl2OOk2VweD1bhxLUSSWM/jM5pmUhUc2vwIq2yfNDu6jPR0imo3iliq+XDEajhmiWKOhlGiMJNMV/dk3X5rnBHTzRv46GWU/S3q7T0tyFrjdVy7q7YPH9wlLS8nyOiUaq1mBHCOKGxps7GggHk2oHvAI52N2Lr2QC0XUYkLMdnhvNsy5ThAl3YWPZYn3JpEFTSFsZ5io7ODe8gzZjfJoDzzMpFjeTzuxgKBujLiKzbWsju3a1omklFizYiBHO0FCvTRBg4+IqY0v8pdzO/cUWFKWFuSGdJSGDyATrlydLrGpKsiSwfgXMECEEOwtl7u8fxfP8hzrvejxWKNGgyOws9fKu0BMcGRvvMjfNAXoHttJbaCSWd6kvnsHK5jkYit9gyJgFtg720zQaxxjVoPIzEJKHKzuo7vhzLesSWotGsd4iFNZIGtHquu2ZAZ7o20TGeISuOSU6W+uJRse7HouWxa+zrTwnH8fySJRZlS5GyxM0Rw3OaatDn2Y0VUDA4UoguvYfgeh6mTLmq/XkSI6M5VTTc67Lk4UyOc8lIbk0sp3TjK0sCJvVPEI4FEvbyGa30pfWSIRCDA3E2LixC5heFI0LsFEa6lVisTlEwrOR5XGH4awj8ddiG38vd9EcaqJT15ltjL/ISp5HWzTEGS2B9Stgz/QXTf7an8ZyfAtU2fN4NF8iIku49nYuCD1Fd2S867tY2s6Onj4Kbj30x5ktn8gRjd0olZFBA4UMg0MZGodiKPnx7UypyPr0o2wcfQpHWNTrbSxtOJ628FxkMf58KlEZ2mXshEtjNFFtOGStIs8MbGVNejVdCzbS0R6jLjW/puvxwYzBA9KpLAonaNO16vl0x8O8sbUeVQ4aIQGHP4Ho2n8EoutlRtZyWJvxfbUmXvENZZPnSxYNKjSI3RynbWRFOF99QQghKJu7yOU20TvsEtYSlPIaa9bMxvP8VndcD7OkvpMlDZ0kjSjbswNsGOlhc6YPyx0XdlUBFhqlfqwLMjIHRR5/QPKOxD2ldtY486jX6lkY0musX7Yk8brGBMtT0cD6FQDAiGlzb1+afKURYQvB4/kSHh4t3ibeHH6OemPMOd4ln9/E5p4sqh6htGUOS2PHsrCuvWr52pUdpjxgkhyIINn+MQSCIWcXzw3+k4HydgDCSoyQEiVt9QMgI9MWmcfi+uNo0DqQJjRE1GYFu9kjmgjVON6vT+/mib6NGC0P0dmp0dLciWGMdz2uy3n8wTudeeEGGisNjqLnsSQZ5ZSWVPAbCDisCUTX/iMQXS8DXCHYmS/zdDpP2rSr6dmKVSvjusxW0xwtr+c1kWG0Ca1n0+ynUNhIz1ABWWpA8QRPPz0H2/YtUGFVZ3FFaHXFG6eNru16HtsqAmzTaA8Fe9xqpmkl5i/YQKgiwGKx2UTCc1GU8Yel4Ej8ujCbIXkRTVqE7gnWr6Ln0RQ2OLO1rjraLODVRdZyeKB/lKGSiSRJ1SjyBddmOc9xRmQLkYpQ8TyLTHYdG3o9ErpLftNrOKZxBbMS4wJnx8gg9AkiQ3q1u93BYlP2KTaOPkHRzSEh0RaeR1RLMlLuZdjqQZdCxPV6LK9Mzh4BQJdDzIotZUHqaBJKQ/UYkgpyl4LUIJGKxqrpA8UMT/ZvZrf7KN0L0nS01BGLjXc9bivL/ME8ke5IC6mKf1fB8zi6Ic7rGhJBdPuAw5JAdO0/AtF1CMlaDusyBdZOsGp5QrDJtHiuaNKqllmpbOL1oe01Iw9te5RCcQP9QyNYTiMR1Wb16jkUCv5ID11RWVjXzpKGLuYkm5EnjFLMZ0qIfg+36KE2qKiNCqHwuEgSQrA7P8yGkR42pHsYNQvVdb4FbAO6MUpDveQLsMhcFGV8hMmoI/Pr4nIsZRZzQ2HC8rj1qyzB8Y0Jjk7FgpfPq4Ci4/KPgVF2VgKbAqwulhm0y7xefpLXR3tRlTHn+DzD6fVsHgpTJxUpbzuF41qX1IR92D00jNYjo2XG/aVGnQHWjTzCzsJ6PFxiah1t4bmYXome4iYcYU1bNkOOENPqMN0ieScNQEytY058OXOTKwhJ4z5eSkqBTolYKoxWKW/ZsXluaDtPDa6hbcGzdLTFqK+bU/0tbLPC3FM+ltmRNqIVC3De8zihKclRdcHzH3B4EYiu/Ucgug4ybsVXa3U6z8gkq9YThTKjTpmj9V7OMZ6jblwL4bgFioWNDI30ki3Xkwy5PL+2i5GRJACqJDOvro2lDV3MS7WiyuMvpmKujDvgYQ/aeKZ/Gx3PRq2MWFQiMnqjhtKoEIpPOCh+y35jRYD1F0er6WMCzDBGqKuXiMfmEI7MRVXGX1YbzSh/s48hojbSNcH6lXc9GiM6b2qpoy6Ic/SKw3Q9HqkENh0TW+vLJjvKRc5UHmFVfKRqGbKsYfqGNtGTayBULKEPncpxrQtJhfznyHYd+vtHMXaqSGV//55w2V54no2ZJ0hbfSiSSntkASE5TH9pO1lneJ/KG1ZiRNUkJTdPwckA0BTqZE5sBbNii1Ek/xmVFAm1S0Fr0YiExn0dt2UGeKJvI2byn8yaLdPW3IZh+AFZN1oJHjCPZnakmZA8Lr7e0FrHkmSUgIDDgf0lunaPlkgXpm8I7W/qojodqZdfYNVAdB2sMlSsWs9nCngTrFobTYtniyU6lTRnG8+yLFysbuOPPNxCenQHQ7kYdWHYsqWZnp4WAGRJYnaimaUNXSyob6+O4gIoFy2cAQdrwKkOmR81B9hZXMfOwnrydpoGo53W8FzaInOoN/yZ2mVDQm/Q0BpV9JRW0yLPmAU2jPSwMd3DztwwotK3UyPA6iAWn00kPA9V9btlbCHx/0rdbBNL6ArFq9YvVwiKwGsa4hxfHw9a/4c5tufx1EieZ9P56jyf20yLdaUc56gPsyqeq+YtlXexs283WacRuw9arJM4pnVeNexD2bYY7Smg7pKg4m5YdHNszDzOltyzWF6JOr2VxlAnRSdDb2kLnnCZjmhdB2ooSm5gK55rT5tnjLASJ6ImKDpZSm6uIujmMze+gpZwN1LlzNR6FbVTIZIKjTvem0WeHtjKhuLjdC/uo6MlSTw2G0lSeM6s52H7aOZGGtAq+QtCcHZ7PXODqYUCXubsD9G1e7TEad94ANPx9phnf2KoMvf92ykvO+EViK4DyJhV69l0nuFJVq3HC2XSdp5T9A2cE+9BqwQpEsKtjjzsTWskDYPBgTibNnUyNvKwK97IkoYuFtd3VJ19AayyjV0RWm7BfwFNFFq2Z9ISmo0m6Yzag4w5xOSdUYQQtIZn0xqZQ2t4DiEliqRK6A2qL8LqVWRlwogy22RTupcN6R62ZfpxhP9D0rQSCxZuwNBHSNUJ4rHZRCLzUNU4AD1OlL+bSxFqJx36eNlzrksqpHNOWx0NRq21LeDljSsEa9J5Hh/OVV3Sey2HZwoZ3qQ9wknxLOAH5C0UNrOldxRJi5Le0MT80LGsbJ6LXomXVSyblHaZiF4PKnVzb3Erm7JP0FvagiYbdEQWIEsKfaWtVcvUZLRwgqbZR9E091giSb+R4joWmd4NDO96jtHdz+NYpb2eV1RJElJjFJwMZTePIUfoji1lTnw5Kd23ZMmGhNGuo7dpaBW/NNfzWDeyi8f71lE373E62qI01s9GUSI8Xm7hGfco5oWT1emNSsCbOxroiARTCwXMHFcILNfD8gSm62G6LlnHZdR2yTsub2yt228N2f0hup7bneHc7/xjv5Rnpvzh/3ciR3QkZ5z/5ptv5uabb2bbtm0ALFu2jGuvvZazzjprv5UpEF0HgIzlsCFT4PlMEbdy2Twh2Fi2eKZYolvexdtjm5mt+5W+P/JwN/ncRnqGPUJaklJOYe3aOXieL3RaoymWNnSxuKGThD7uQ2VbDvaggzVg42THhdaOwjp2FtaBJGgyZiFJEulyH2m7f9oyx9QUYSWOKxwy9hAJrb5qBWswOpAVGb1ORW/U0RtUZG1cgFmuw5ZMHxtHetg02odZsSbUCLCUSyw+m2hkPqqawBXwiDmLzd4iWoy6GutXTgiOqY9zYkP8JU0YGnBg8YRgU7bIg4OZqk/isOPyeC7DydrjvCE2giSB59lkc+vY2OcQN6BnzSJWpo5kWeOsatiHQqGMs8PBHqiMbPRMtuaeZWP2SfJOmubQLJJ6M1lrkIHyjqqVdSKyolLXuYymOceQal2INOZP6NjYZgGj4h8GIDyX7MBWRnY9x8iutVgTus6nI6amMJQoeTuN6RVJao10x45gdnwZYSUGEhhNGnqHhpEYbzT0F0Z5om8zw8Y/mD3fpa25BUNv5iGzk/XekcwNxZAlCU8IHFnibZ1NNIaCLvdXA0IIbE9geR6mNyagPEqOR9ZxyTkOBcej5HqYrocjBK4nQAgkqIr2PfEvXY00hPZPA/bVIrp+//vfoygK8+fPB+BnP/sZX//613nqqadYtmzZfilTILr2E64n2F4os2Y0z1B53KqVqVi1RswR3hTZxOmRQQzZb8Kb5kBl5GEeWWpAcgSrV4+PPGwIxVna0MWSxi7qQ+MjqFzHxRp0sAZt7LT/kkqb/ewsrGdnYR2qotGgt+MJl8HybvLOyJTySpKMENObeSVkknojmmxguiXKbp6m0CzawnNoi8wloibQUr4FTG/UUELjwsj1PHbkBqvdkHnbd8TRdX8UpKGPkEw5FQvYfDQtyaAb5h/mUhyli1Z9/CHMuC5xQ+Pctnpa9lPlEfDSEUKwPV/m7wOjOJW+8qzr8kgux7Hq05wd60eVBK5bZCS9js1DBimlRN/zx3JcyzIW1rdX91UYLeHsdLFH/Od41BpgU/ZJtufXoskG7ZH5eMKlp7gZ0ytOW55YYzfNc46hoftIVH28KyE7sJXCyC6MaB2p9kWYxQx2KYsWihOeMBoSID+yi5GdzzGyaw2lzPQNkzHiWj26HCJnj2B7Js2hbmbHl9EZWYQqaygxhXC7jt6sVa3DZcfi2cHtrB59mq4l2+hoSRCLdfM3cx67WM6cig+bIwSyKvP2zkaSeiC+Xu64VdHkYbn+suV5mK6g6LjkHJeC61Jy/Dy2VxFOgCTES7ZEeUJgCkHJE5Q8j7InMIWLJ1ze2JzkzLaW/XGarxrRNR319fV8/etf54Mf/OB+KVMgul4ie7JqbShbPF0sMlvayvnx3czX/VGAtp2pjDxMYzr1RBSH1atnUyz61qukHmFJQydLG7pontAy91wPa9jGGnCwRmwQtUIrrEVJqE24wqK/tIOSm6sppyQrJJrnUt+5lLqOpejhBPmRXWT6NpHp20RuaDvCc5gOTTKIaw0okkzByaLKWtUK1hTqQo8bGI2+AFOjtZG4d+eG2Zj2HfFHynlgggAzRkgmLWKxMQtYHU9YnWz0FtOo11cdjx0hGPU8jqqPc1pjIrB+HUJ6iiZ/6x+l7PhW1aLn8XAuz0LpOd6a2IUhedh2moGhjezINRApZyhsP4Hj2xfVhH0oDpWxdtg4ORdPeOwqbGBT7gmGyj20hecS1ZIMl3sZsXqmLYceSdE052ia5hxTI6DK+RHSPeuQZaXynMen3d4sZjHzwyiaQSTVWjMPaSk3RHrnGkZ2PUduaAdMY1UbI6k1oso6GWsIgM7oQrpjy2gJdSNrMkarTqhdRw2P/y62Zvp5om8DSscjdHWGqKubxf32kYxIS+ky/ErY8jzChsYFnY3B1EIHGCFEtYuuXLEqlT2v0mXnUXRd8o5HyXUx3YpwEgIh9hRqet+whS+YSp6gPCaehMDxnIqfoo2CjYqFjomBRVgqE5XKJJQyCdkmLjv+p+SgYeJ5ZUqRN3HUrNfuhxK+OkWX67r8z//8D+9///t56qmnWLp06X4pUyC6XgRCCLbmy6wdzTM4jVVrqDzEG6PbeUOkn4js4rpFCoWNDKX7yJbqSYUc1q7tYGQkBUBUMyqxtLrojI/HChKewBqxsQZtzCEbvDGhtY7dxY1E9SRROYXpFukvb8PyyjXlVLQwde2LqOtcRqptYY0VYDKeY5Md3Eqm3xdhhfRu2MMtjyhxImoSgUfByVCnt9BasYIlE42+AGvQ0JK1cbmGSznWj+xmQ7qHvoI/TH+iAEskysTjc4iE51FQ2vmndQSm3EXzBOvXqOMSNlSOTEU5NhVDCwTYAcf2PPpLFg8PZclVAptanuDhfIFW1vHO+FZiskvZ7GV3/w7SViNWv0UoezzHty+iOeJXep4nMPstyjtN3JJHycmzOfcMW3JPo8o6reE5mE6RntLmaUM9yIpGfddymuceQ6JlXlUoubbJyO61OGaReFM30bqOfbIg2GaRcnYASVaIpFqRJwxIsUo50rvXMrLzOTL9mxDe9M76AEmtCUVWyVpDaHKI7thSZseO8K3GdSqhdgO9Qa2WLWMWeXpgC9vdB5m9uEhjYzMPiFMoKwtpq/g7lj0XQ1OJaSoRRSaiKsRUmaSqktRU4qqMrsiokhQMRMGvmx0hxsWT61F2XXKOR9Z2yDu1VqexKaheypWbbG3yxZNHSfifQjiAjSwcVCw0ySKESUgyiUolErJFQnaIyzYJ2SYhO8RkB1USeJ6J65bxPP/P9cp47oRlr4zrlrEsF8sGywLX05DQWDj/KpYuPX2/XNdXk+h69tlned3rXke5XCYWi3HHHXdw9tln77cyBaLrReB6Hrdu6iVU8cXYULZ4qlCgU9nB+dHdLNZzCGFV5zwczMapD8PmLS309vitckPRWFTfwdKGLmYlmmoiy9ujDuaAjTVkIxxRFVq9pc3EjQYMwhSdHAPl7TiidjSWEa2jrnMp9R1LiTfPRZ4QOsIq5cj0bcC1Ld86IMtISITijVMsAo5VJNu/pSrCStmBPV6PhNaIoUSwvTKu59AS7qY1PIfW5ByiTRH0Rg0tpSJNCOpaMMusS+9mQ3o3O3NDeELUdEEmkqXKXJDzWS8dyXp3CXV6PcYEkVXyPPJCUG9orExFOSoZrfoIBbx4bM9joGSxs2iyNV+i5HjVl5IjBI8VioTczbw7vol62aRY2sq23kE8tY6BDSHaOYbj2hZU5zP0HI9yr0V5l4lnCQbLO9mYfYre4mbaI/PQ5TADewz1IJFonkPTnGNomLUCZcLAkUz/JgrpXkKxBlJtC5GVqcF3hSfIpy0cSxCr09BCe7cauY5FMdMPnks42VLTUHFtk3TPOkZ2Pcdoz3pcuzztPiQkknoTMnLFP7KR2bFlzIotJRKJEWrXCbXpVb/IMcf7p4aepWnROuqbUzyon4ukLqBJm1kXoysEtvD9fsacBiQJZFlClRUMWcZQZMIV4RZXFeKqTFJTqVNVwqryspyyyPHGBVTWdkjbDpkx8VQRVVXxJAQyvOjo/6bnUfAERc+jUBFPYyLK8lwQDjIWqmSjY6FLJmFMonKZRMXSNNHqlJBtIpKLLPmDSDzPxPNKFRFlVoRTqUZEOY6FbXmYNlg2CGEgoSGjIEkKkiwjSwIhFBxXxbJ0isUw+VyYTCaKZemMSchLL72Uzs7O/XIfXk2iy7IsduzYwejoKHfddRc//OEP+dvf/hZYuvaFA2Hp+sSz6xi2VfrKw5we2cGZ0T7ikkmptJ1Mdgu9aZ2kYdDfF2fLlg5AQpMV5qfaWNrYxdxka41AsLMO5oCFOWgjrHGh1W9uJ2U0IXkKeXuEwfJOPCb6YklE6zsq3YbLiNa11ZS1ONpHbmg7CIg2dExrBRBCUM4NYZWyyIpKONE8xSpmFbO+AKuIsD05HitoJPQGVEnD8ooYSpTW8Fw64vNoamvz/cAaNCRlvAyWbbN5tI/n07vYmunH9lx0vVixgKVJxIvE4rNxQ8t4gpPJSu2k1Gi1+7F6rp5HQQgaQxpHp+KsSISDrsgZ4HiCgbLF9nyZLYUSpuPWTI0DMOK4bCibeM523hPfQLuSI5fbwMb+EjFDY8vTnSyOH8ExLfPHp8+xPMq7Tco9FrZlsT2/hk25J5FllUa9nYKTpbe4BY+p1iMjWk/T3GNomnMMoVh9Nb2cGyLduwFF0ajrWII2wddxDNfxyA5aZAbKZAdMXEdM2K9CvEEnVm8Qb9BR9T0/H8JzKWb6cW2TULwBPTxed3iuQ7Z/M8O7niO9ay12OTftPiTkykhHQdYaoSU8i9nxI2iPzSfSHCbUbqAlxsVif2GUx/s2Um78J/VdMZ6K/gsluQUJFUlSUCUFTZLRZIWQLBGSpP02xZAjBLYQOMK/I4KKcJMkVFlGrwi3kKIQVWSiFfGW0hRSmkpSU1D38ntzhSBnOwyZDiO2Q9Z2yToOJWdMPHm+i4bw/Z00SUJ9kedmC0HB9SoCyhdSRc/F9RxcHCRhIWOhYaJjEpbKxCSLeMXi5H86JCviyZA8xooihPOC1ifPLWM7NpblYVrguDJCGMhoSIyJJ9kfaCIUHNsXUPl8mHw+QiYTxXVfmk9fILr2j0/XG97wBubNm8f3v//9/VKmQHS9CDzP465nbkLSUqzQ01jWbnK5zfQMuYT0BMWcyto1sxFCRpFk5iRbWNrQxfy6turQeAAn72AO2pgDNl7ZqwqtYbuHpNGEZ7ukrYEpfi2SrJJsnU9dx1LqO5agR8YfKuG5ZAe3Ucr0I6sGyZa5GNE6AKyyS27IJDtkYZddoimdWINOrE5DUeWafRSzAzjlAooWIpJsQVZrK4BSbqjiD7aRbP9mHGt6J+eQHCWmpfzzFTZ1egtt0bnMal9EtDmC3qAhT3jxua7H7tFhnhvdzobRXsqOVRFgGzGMEeLxPNFoJ5oxiy3K8exgDqbUSL0aQZ9U4eddjzKC5rDOMak4S+OhQIThi6zBssXmfIlt+TKW404R4mnHZYtpMWgXiTPAYm2QY400bXKa0czzbBpUSWo2W55ewlGNSziyeU712XZLLqVdJuU+i5yZZlP2KXYXN9ASno2ERG9pC0UnO6VcsmrQMGs5zXOOJdEyd7y8Von0rrU4dplEy1yiqbYp29pll8yASWagTG7IqukZV3UZ1ZAp56b6LIbiKvH6yu+gXkfVpn8+hBCUs4PYZh49nCQ0wQ0AIDe0veqIX84NTbsPGZWU3lTpls/SGV3I7NgRtDZ2E27XMZr1amPEdGxWD25jfekR4vNGkRUVWQJV9lAkgSoLPEXDVnQsOYalxDHlOGUpjiVFsaUIjhTGxcBFQ0gqoKJIKvKYcJNk3wK2H4WbLXxnckeIqpRWJQlDkmqs1PuCIyrWJ9f/tISDIxw84YCwkMW4eApJJaJSmbhs1YinhGwTllzAQwgbz7PwhI3wbDxh1X5W11m+JcorY1lOpftO4HoaCL0ihFVkSUaWJUDCEwq2pVEuGxQKETKZMPl8FCH2X71jKCph1SCs6v6nphNRdUKqTqSSHlJ1YicspLOra78c89Usuk4//XS6urr46U9/ul/KFIiuF8nf//5hdGOY3qEiklSP5Hg8u3outq0hAbMSTSxt6GJRfQchdXzknVtyMQdszAELtzgutEa9AZJqI6ZdZri8e0pXi2pESLUvpr7D98+a2M3i2iajfRuxShn0UIJk63xUPYznCvIjFtkhk9yQRTk/vaM8EkSTWvXFE6vTkSdYolzHppTtx7XKqKEokURLdTg+VOIvpXvJ9m0i07+R7F6CUMbVOkJKDA8XWVJoDnUzt30ZjW2tGI0aygSHYyEEQ5ks69K7eHZ0O1mrhK4XWbBwM7qWQ1YyJJMS4VAnijGLjfLx7GIWttRAnRpBn9RdknNdLKAlYnBcXYyFsfCrwg/G9QSDpsX6bInthTK24055yWYcly2mTdrJE2eAJdoARxqjtCllXDePafaSyY2wM5ciYhXYtW4lx7ctYmnDeNgHJ+9S3FHGHLToLW5mY/ZJhCxIKg1krKHpQz1IEsnmeTTNPYb6ruUold+KEB6Zvk0UM/2EE02kWhcgybXPhllwGe0vk+k3KWYmdbNHFKL1OpIExYxNKesgqxCKqciyhF32MItTLWzhhOpbwhqMKY2RiZiFNGYhjapHiKRaa9YVR/sY2bWGkV1rKIzsmnZ7BY2k3oiLg+s5dMeWMrduOQ2dzYTa9ZrfwVA+S94uU3RMio5JybUoOxYlx6Ls2JRdC1sUUYxRtGiacLiEZphImownSyDLyJKCIoMiC1TZQ1MEmgKSomIpIUwlQUmuoyylKsIthk0EWwrjSAYeGgINJBUJFUWSfaubrOyToPKEoOgJyp6L6bk14knCQq2KJ5OoVCQmlYiSJyYViVEkRBFJTBRI04gmYeF5Drbj4ToetitwHHBdCU/IIFTf2oSEJMlIyH49IEmVrkAJgYzwFGxbo1gKkc9HyGaiFIsh9o/7vE9I0arCKTxBNPnfx4TVhHRVn3HDcWhujM5Fc/ZLOV8touuaa67hrLPOoquri1wux5133snXvvY17rnnHs4444z9UqZAdL1I+vrW8Ktf/ReFApRK/oVrj9X7sbTqO4lNcP52TQ9r0MIc8Edrpc0+Pyo8aeJqPcVynkFzx5RAj6FYA3Wdy3z/rKbZNULHLI6S6duE59iEE02V9QrlvEN2yCI3ZJIfsZgcFSKS1AjHVVzbw7Y8rJKLXa7NJEkQTY2JMINoSqsRYY5VopQZwPMc9HBiyvB7z3XID+/wLWH9m8gP75zWAVlCJqk1oSk6SBCWY8xpPoKurvlEm6OosVr/m1yuyOZ0P0+PbqGvNApAIpGma9ZONC2PomRJpVTCoQ4w5rBRfg27vC5cuZ4GLTylqyLrujiSRFvE4LV1Mea9QiKDu0IwWLJYmy2yo1DGdb0pIivr+iIr5+RIMsBirZ8jjVEaFQvLGsY0+0jncgwXVCTJIOQV2bm9BbUwn+PbF7GgbjzsgzVqU9phkh/KsTW3mt3ljTQY7ZhOmd7iJkxvahDSULyRpjl+9+HE+FnFTD+Zvk0oeoi69iVoxnhMOiEEhVGbTL9Jpr88RTRFkhqRhIrn+Y0Nq7T3yNeKLhGKqCCBXfZ/CzVMaIzE63Wikxoj1fMv5SnnBpFVjUiqrcaP0iyMkt69huGda8gNbJk2TIsq6SS1RhxhockGs2NHML9rBfGuOFq9us8NA8txMB27KsxKruWLNccXa2XXF2tj3x2pgBJOE4nmCIVKGCELRXGQZQ9PArdipZFlCUWpCDZVoCoSuiqhqAqWHKEkNVKU6ilJSUw5gUkMgURIZIkwStwbIcYQYVEAxgWS6zq4jofjejiuwHHBcYUvkjwJUJGQkZGq3Z1I/rJvQZLxPAnXVXFsFdPUMC2dclmnXDIoFkO47lR/v/2JBITUcaEUqYioicJpsrgKqfqLtjAKV+DZAmF7eHZl2RF4toeofFdf30T9a+btl/N7tUSk/+AHP8i9995Lb28vyWSSFStWcNVVV+03wQWB6HpJ3HDDDcTQWNrYxZL6rup8cQCe7WEO+iMP7VHHF1rFDZTlPBEpQa6cpr+0bVLsIYlYYxf1HUup61xWjaQ9RiHdQ25oB1IlXyTVhmuLqiUrN2Rim7UPtBaSidXpKKqEZXoU0hauLabk0Ssta6voTtmHJEO0zn/xxBt0IkmtxineKmYp54cBgRGtr3mJgm+Jyw5urYqwYrqX6Ybha1KIhF6PjIyq6LQmZzO3exn1rU1oydqXj2O7pLN5duSGWJ/fze7iMK7wKiJsB7pWQFFzpFIG4VAHnjGX9dIx9HgdCLmeei00RYRlXBdPkuiIGqyqj9MVOTwmb/WEYKBksTpTYFfRxHO9KYETc67LVtOi4GSpk/p9kaVniMsmptlPudzPcNYkXTQI6wJRFGza3EY+F6M+FKcjVs+Kptl0JRqByjD7IZvSTpPBod1syj2FqzjoXpjhcg8jVu+UcipaiIbuI2meeyzxxu5qumMVGdm5Bte1SbbMq3nuPVeQGzIrXYcmjjX+bEoSxBp0jIiCYwvyw1bNesUpUZfeQH16HZpTIBfrIhvvJhfvwlWnVsSqIWFE/Jfz3hsjRvV3MFmEuXaZYmYAEESSrTUWaccqkt79PCM71zDau35aa7AuhYjr9bieQ0yrY0HTUTQ1tKPrBqqmIWkSkiohqxKSVvlUJSRNRlZfmgXG9bwasVZ0LEquWWtVq4i4ckWwCTWPFk4TjZYIh8touomqOEiyi4QHSEiyb0kSQsIXSDKOo+A6KqapY5oaZXNMIBkv2ZdpJsiSVBFxfteqhFTxsRr/rilKjYXJt0AZNaIpUhFTIVV70VZzzxkXT75wEhXhVBFQjv/dtVzKZtH/c4qYbhHLLWF6RSzPxMNBSGNxLARHvv/NzH7da/bL9QrmXtx/BKLrRSCEwN08SP+zm2gIjY/681z/RWQOWNhph3S5j12ljdhKmRBRRor99Je21QyHlxWNZOsC6jqWUtexpGYUoee5ZAe2UMoOomgGyZZ5aKEkhbRNbtgkO2hSytZ2GUoyxOp19LCC5wqKGQuz4CG7FonsNlKZTaRGN2JYWXKxTrKJOWQSs8nHOhGy/8LRw74IEx6YRbfmReaXWSJapxGvvHzCiXFBJITAzI9gFkeRZIVwognNqJ3Y1y4XyA5sroqwPfnARJQEUTWBIqvEIvXMn7Wcto5ZhOvCNY74/rXyyOaK7MoNszHfw7b8IKZrk0ikmVWxhKlagVQqTDjUgavP43lpJb1eO5JST71qTBEqo44LikxXxOB1DQk6wi+PAK2eEPSVTJ4ZLbKrWAZPTBGQeddjm2lSdrM0SH0s1vo4Qs9iUMA0+ygWBhnKueTsCAnVJJ822LSpHdmL0h6rr/51xOprusdFJexDfkeR7UNr6bU2k9AbyRSGpg/1IMmkWhf43Yedy6rhGITnMtq7kVJukEiylWTLvKol17G8Gv8szx2vehRVIt6oo+oKVtEhn7ar6yXPJZ7bTn36eepH1pHIbkNm+lZ1IdxCLjGLbLybbLybfKwTT6m9vxMbI2bRxZmmMRKr06uWsMmNEc91KGb68RyLcKIZbWKjzLEZ7dvIyK7nSFfCXUxGlyPEtToUSQVJ4Ao/bpMQoMk6uhzGUMLocshfVkOE9TjhUJSQEcHQw+i6gaIpFYEm+4JNGxNqE0TbSxi5KISoiDW/q7PoWJQck7Jj43juuJCZKHQYT5vyfcLyRHHk55MniKSpeaasm5gu+cLqQOLZ3iThJBCOV/u9IqhMs0zJLGA6RUyv5Asot4gtLDxpTEAJv9sTGQ8Pz3GxHQvHs/HwcD0bR1hYronllbC8MmPjVy/6yjdpm79ov5zX/hJdAYHoelEIISj95Xlk1/VjaQ3bvlVr2Gak1EdveTOuaqMKncHcLgbMHTWT8apGlLqOJdR3LiPZuqDqxwJ+112mbyNWKY8RSZBomYdja1UH+Pxw7UsIIBxXCSd9XzKz6FAYtZGtMsnsVlKjm0hlNpLIbkcWe/DpAlxJJR/vIpOYTTYxh2xiNmWjHiQJPaKgh2Q8D8yCM8VSpqiS7wtWcUgOxyeKMI9ydhCrnEdWNCLJlprWP/j+MWMCLNO3aY8jwfzQFGHCeoyGVCudLfNpbGollArVOOOP3aNCsUxvLs3GXC/b8v1krRKJxAizunehqXk0vUQqFSUc6sDU5/M8y+n32pGVFA2qMcX0n3ZcZFWmOxLihIY4zQcpSr4nBD0li6fSeXpKJpInqpMmj1FwPXZYJpaboVHqY4nWyxI9i+xmKJu95PJphnIylhcmIRfp70uyfVsrjeEU7bEGOmL1dMQaaIhMDSYqXIGTd32L7c4RNg0/ha2ZSJbM7vxGctPMeBBOtlS6D4+uGfVXHO0l07cZ1YhQ17GkOkrWLDp+t+FAmfxIrQVIC8nEGwwkGUo5m2LGqRpKw6VB6keepz69jrr0elS3NoxDIdxMNjEHxS2j23lC5RFCZnrqNUamEG0jl+iuCrFCtB0xoatQC8voIQUhwCo6OFbt70BWJGL1WnVkZG1jxKOUGcS2CoSiddXBLQDC88gObmVk1xrSu9ZgFqaWbwwJCU0y0JUImqyjSjqKrFR8lEAgEHh4wsURNrZn4ggbCQldDmHIYfSKUPMFm78c0qOEjRghPYwR8sWarClVUVYr1CaIt2m6Ww9nRGX0JMJvYLygeHJ8a5RtWpSsoi+g3BKW5386WLi4IHkIv1fU9030PBzPxbbLWK6J57m4wsb2LGxh+uLLM6ed7mqmBKLr5Ukgul4EQgi23vBn4kYKa8hiuNhHv7kVYQgkR6Ins4Vhc3fNDyacaPatWZ1LiTfOqomAPSY6PNchnGwmmppFPu1Wuw0n+5qoukysXkPRZFzLIz9qQz5PMrO5asmK53ZOaeWbeoJMYg62FkOzcqiuieKZRIqDaE5hynmaWrwiwHxrWC4+C1cNYUQVNEPGc6FccPCcSSJMk6ojwuINBkZUqb58PNehlO3HMUsoetgfGTkpvtKYX0+mfxPZ/s3TxkOSUUjojZWXR4hEooFZrQtpamonkoqgRKbGYyqXLfpzo2zO97E1189gKVsjwnTDoi4VJRTuoKQtZK23lAHRhqqkaNSmTkY84rioqszcWJgT6uPUG/unW8QTgp1FkyfTeXpLFqqYKrKKnscu08Tx0jRK/SzVepiv5hDOEOVyL+lcnpGCiiLp6KLMzu0tZIdb6Yg1VC1YbbH6mtG0Y7glFzvr4mQdyqMmg+ldjJT7MOUiUSNJz8hm+kpbJoUuAVWP0Dh7JU1zjiXWMD5U3S7nGdm1Fs9zSLUuIJxo8hsuWYdMf5nRAXPKyMJwXCWS0nzxnLYxKxO4q3aRutH1VaEVLtcOOLHVKOnUPCwtgeoUSea2ES6Pi0IBlI0UplGPq+iorkm4NIRuTxX6rqSSj3WSTXSTqwixYqTZN3GB3xgxJjRGJv8OxhojDX63fCg2LsJKuWHsUgbNiBFONtdsVxjZXXXEL45O7abdVxRJrYorTdYrIxgrZRFURJqHKxxsYWJ7ZUy3hCwpvgVNDqEr4YpgC1X3ZShhDCVCKBQhrEcxjDC6YfjiTJWRNQlkqiLGP5ao/S4YWzH+fUKamJAXxKTvtSJpbDdU0oRXkaBCIDwPhEAIP014AiE8hBB4nlfdt8BPA9+yWHaLWF4J0y3hYuOOdeHJomJ9k/GEh+c6WI5J2SriCscXUK6FJcpYFevVwSYQXS9PAtH1InnkW7eR29SHHJJwLIedo+sZtScEEJUk4o3d1Hcuo65j6dS53oZ3kR/ZiSQpxBpmIaj3/bKGTQqjdo3LkyRBtE7DiKoIT1DM2rjDGZKZTdSNbiKV2UQsvwtpUquoZNSTTXTjqBEU1ySe20mk1D9l7I0AiuFmTD3pW7bsPJFiH/Ikp1+BRCHaRqZiCcsmZlOItmLENDRdxnMF5bw7xRKnGjKxij9YvF5Hj4yLMNc2/S4Y16rOiTdRkArPo5DexWhluqL80DY8d6rFzhdhDf6LRTGIhBJ0ty6ipbmLaF0MNT5+zDEcx2Uwl2Frrp8t+X5682niyWE6u3aiqnlCYZe6ZIxQuIOcupi13kKGRSuakqJBq7VyeUKQdj0MVWFePMSqhjipGQa2FEKwpVDmiXSegbKF6oExqbun5HnstsoId5QmuZdl2m5myVkcu59SuZ/hjMlo2SCsCUQRtmxuJ+J10B5roD1aT2e8ocbnsFpuR+DkHJysi511SA8PMpjfRc4dBlWgKWEKxQw5c4S01Tfl5SFJMqn2xTTNOYa6jiVVAe15LqM96yjnR4jWtZFonosQEvkRq2rRqvGZkiBWpxGKqriuR37Exi57SJ5LIruV+vQ66keeJ5HbXvOce5JCJjGHYqQFhEc8v5t4fueU38Jerz9QCjViGik8WUF1ykRKA2jO1AEAjmKQi80im5hVFWLlUANIUm1jJO9M/R1okj8qsvJbGGuMmKUMZm4ERdOJJNtqBsyU88Nk+zdjl/PYZhHHKuKYRRyzgD22bJWYMmLmJSAhoUoGhhJGkw1USUORVWRkqNjTvDFrmmf7Is0rY3mlqkVNr1jRFEmtdHeNCR4qy17FKicmrKv8q4gef914t+DYKENJkn23eqnyV/XH8kP0VEckjuWv/Bs7t4n33V8Yn76tWi7h+m4kwvEthq6JJXwx6orpR2YfSGRFRdFCKKrhf2qG/7eX78e8aSXtCxbvl+MHomv/EYiuF4ljWdxy2fswC/lqmqzqpFoXUte51B95NdGHoxJMsZQfRtXCRFJzKec1f6ThsDmly86IKkRTvnOmVXax+4ZIjGwkNbqR1OgmYsWpLeBiuJlsvAtXCaE6JeL5nYRLgy9qgLMjGxSjLThKGFk4hMrDhMzRqfmUkC/A4rP9rsnUbJS6FKom4zqCct6Z8j7wu4v0ysvHqPrNgG8VKeWGEJ6LEUlNiYfkuTa5we1kB7eSG9xGbmg7njO1FTk2abcuh1BkDUONMLt1Ea3N3cTrk75j/jR+YSP5PDtyg2zJ9bMrP0Qo0U9n5y5UNU84AnXJOKFwB6PqYta68xkRrRhqkvpJccxcIRh1PUKawoJ4mFX1ceKaL0iEEKzLlXiqMo2ULsSUQK9lz6PPKiO8NC1SL0fou2ghjWX1UigOMZR1KdgRElqZXDpC7/a5tBgt1a7C1mgdqjLV2ucUfAuWnXUpjhboH9nBiNmLJZfRVA1cyJZGGbUGpp0ofYxIqo2mucfSNPuomgCl+ZFdZAe2oYVi1HcsBnSyQyaZft8HcaI1SFYk4g06miFjWZ7fdW57hEsD412GoxundhlGWsnGu/FkDcMcJpXZguqaeyzri8FDohhpxtITgIzqFIkW+1G8qc+apUbJxWdNsIjNwjJSGDEFTfd/B2bBYfIAXtWQq4NTYg2+H6ZrlyhmBpAkmWiqbUp8vD0xJsbGhVnB/14VaZOEmlnYY1iXF4MiqeiSL7YmWtMUSWFMqAnh+yhVxZfw8CrdoUL4Qs4XPb7lzRtbxp/A2f/zxd50AXVfbsiKVhFDY2LJmP77DITUxHApM6VjHnQfsX+iqAeia/8RiK6XwHc/eCGuK1HXvoT6zqUkW+fXzNvmmEVG+zZgm0X0UApZn0VhxCM3ZFIu1FYaY10RqiHjOh5u7wDRvnWV7sJNREpTp+HJR1rJx7twZB3NLpDI7SBs7vlF+VLwu2XqKIfqEZK615dQKdRY9Q3LpGbjtM5B0VVcuyLCJj1JeliZIML0mqlazOIoZn4EkKZEBQffIbuQ7q2IMF+I2eU8k/FFWAO6HEaWVHRFp7NxIe2tc0jW16On1Cl+YQDZQpGduSG25PvYlRtGiu6ks3M3qlogGpVJpeKEQ50MKYt53p1LWrQQUhPU7UGESbJEGAhPElmm5zFgl8AbpVXqYbm+i5Q3gGn2kM1nGMqB44WJKSUGexswhxfREWuiI1ZPZ6yBmDF1lI5nezg534JlZWyGhnsYyu8m6w6DCiE5QqGUpeBkfSuWt3fhooViNHYfRdPcY4hODBlRyjGyaw0IQap9EYqaJDNgMtpfJj88NVBpvEFHViXf/zBto5h56tPrq9asyT5XlhZjNDkfS4+h2kVS2a3T+mUdaFxJpRhpxtbigKhYhPuRxVQBYOpJ3zcs0e0LsuQstFQSRVNwHW8vjRGj6pivaB7F0T5sM1eNKSWrGrJqoGohVCOy1/lUXwjPtV9AqBVwrMp6s4hjFSpWtcP2VTCJyshKWUWWZSRZQZJVP1q8rE4QTS9OOL0YobQ3hPBwHQvXLuPaJp5j4ToWnusgPAfh+dY5IQSyLLPqbW+kob3+hXc8AwLRtf8IRNeLQAjB7o3DPP/gU0TrOmrWlXPDZAY2I1wXRW/DdRvIDdsURqwpdVUkpRGOqX4rr6+X8K7nfcf30Y1TxJNAIh/rIB/twJNVNCtLMrcDw6qN7XUwcSWFYqQFW4shITDMUSKlwWnyTXDST82l1L4IEUvhVETY5J4gI6rURAnXDL/yqk5XVMwgyfK04SkAStlBcoPbqtaw6UZHSsgktAZ0JexPcyLptNfNo7N1HqmGRvSkhhqdWmmWTIvdueGqJcwyttLZsRNVLxOLKaSSCUJGJ33KYta53WRoIaokSKq1vlOW5zFkl5DECG1SL8u17YSdXkyzl3SuwHBBRZV0DNdkqGceIXMuHbEGOmMNNEWSU+aYFELgFjzsrIOTdciMpBlI72TE6sWSyuhqCOEISlaOUWuI3LTzHE68QDKRRDPR+g7/r67D90WsvEg81yG9+3ms0iiRVCdauJPsoDl9oNKoQqzO744tZi3KoybJ7NaKNet54rmdk7oMVTLJuRTDTUjCJZbbRbywe5+6DA8WjmxQjDTjaBEk4aGbWSKlgWnLWgo1VoTYLHKJ2dhtc5FCBq4tKE33O4goxBp0IgkNRZNQVD8shKJKyIqEhIXrlvAc03/5Ohae5/pdjX7PXEVIKCiqjqKFUPUwqh6Zdp7KmSCEh2uVK8KsUBFjY8Js6nfPdZArZfD/xkTOxDRln77XrJMUJKWSJlXWK+PL49uolWPX7uNAsy9CaewB8LtQFT+oraxW7p+GrOqoWgi5IvbkSeUXQiA8f2J5zxUcfcY8EvWRaUq17wSia/8RiK4XybN/30puxPf5yA1tpzDSg0BHkjspFwxyQ9aUUAtjMbNkBeTBHozta0iO+N2Fk8WTh0wu3kUh2oaQZAwzSyK3Dd2easV5OWFqcUqhRjxFR/EsIsWBvTrpZ+rmUeg8AjPZhuMq00bND8XUahfMxKla/Kjko5XRXh5aKEE40VjjEwa+JSY3uJXs4DZyg9sopHum+MBISNXRkQCqrNEc66ardT4NjS3oKR01pkwZWm87Ln35NFtz/ezKDVFQN9HWuR1Vt0jENJIVEbZbXsR6dxamCNEm97FE2Yrm7KRc6mc4azFaDhFVPURJJ99zBPVKOx2xBjpiDUT0qU78nuWNO7tnSgwM7WKwuJusM4SkyoSlKCWzQNHNM2r1YXnTT84M/os5kmytEVh76trKDW0nN7QDLZTAiM4nN+wy2m9iTQ5UmvKD8HquoJC2UId6qqEcUqMbUCdZSPPRdrKxWQhZIVT2uwyns6IeDlhqhFK4CUcNI3sOITM9xeEfKj6SkRZy8W4yqbmU2xdhJVtxHCjnZ959JitSVYwpquyLsj0sS4oAYQEWYPvLkgPC8YWiBEgysqz4fkSqgaKHUPWXZlU7HBDC80WQ5+F5DsJ1cOzyfhFKkqIjqwYIGc8RVWE0+U9UPt2x5Sn5mHa7sb+JXPj511DfOnU08oshEF37j0B0vUiGe7I8cc9DZAZyeF4LhbSgNGkE1lg8Kz0ko6Z7CW1dTXxgA6nMpiniyZNUsvFZFCMtCCQMc4Rkbvu0zryHE1UnfSMJvLCTfrp+IdmOlZTqZ2FKkeqotYmE4yrhhEo4rlU/xyYuHvMJ81zbn6JlmtGRrm364qFiDcsP7ZjGv0UiqTWgKxFAoEgqDeEOulsX0tjYhpEyUBPqlICUnucxVMiyNTfArvwQOXkDTe1bUAyXZFxF1xRGcoKiHSGumTiZVtzhZbSEW+iKNdIQiU8JVSE8P2SDk3Wxsjbp4QH6R31fLFs2CakRhC0wvTIZc5CcM7LHoeayohGpayNa10GsIrDCqdYprWbww5cU0r1YxTSe6yLJGrIyi0JGJTs4KVDpWHy4iIJrCcy+IRL966irCK2QNVqzb0uLk07Nx1ajaE6RVGbzIbXaHmhMLUEp3ICrGCiu5ftITnO+nqSQj7aTqZtPtn055fpuHMOP7F59uToC1/H2p+884N/DPYk2SfaQJAdZcZFlF0lxkaXKsiyQZJBlkBS5YlUzqhY14bm+iPHGRE1lWbj+yEHhVb5XRg5WPsXY8MUJ4sYXO5Xy4tcbVbNe1XtVqp6QhB+nQQip6nQvKkFQqTjbCyTfAoZvCaPiiO+PUtUQQqoKIneiOPLEJAEFnuvtURgdVCQ4+6NHMGdF8wvnnQH7S3QVTRfrIEWk11WZiHHgrZn7SiC6XiR/+uFzbHlqcGrMrIRKOK6gj/YS3b6aaO/zJDObp4gnV9bIJuZQDDUAglDZF1n72yH45ci+OOmP1C8m3XkMhYZ5FNUUVnn6x1ALyRNEmC/EjKiC59qUMgM4dglF1Qknmqe02D3PpTCy23fMr1jEHHOydU4ioTUQUsIVnwmFOr2FrqaFNDd3EU6FUJMqijHVL2y0WGB7boCd+SFcOUud2kJXrIn2WD3GNCMc3bJXHVGYT+foG9rOUGk3OWcERVUwpCi2bVFyc6T3YsVStBDRunbfclXvf4YTzTWj48awywUKoz1YxQye5yHJYWSpHo8EVtH3QSqM2jUvekXzHeFVXcbOl5G3rKN+2HeAj+d31p6TpJJJzqMYaUJ2beL5XcQKPS/LLsODgcAfXWyG6vBkDdUtEy4Ook9jFQb/+rmK4f+pITzVwNHDOEYcW4/j6FFcI4arRfD0MK4awtVCeIqOp2h4so4nKf6fGJs2pyIa9rMgkCTGxZo0fr4Tb/WYjpqYXn3FVENJjIeEmLz94Ywk+Q1ySQZFBlkWyHhIeMjCRfYcZOEguzaSayG7FopjIjsmilNGtsuodhHFLiFbRVS7iGoV0Kw8mpVHdQrIwqPut3+jdfHLR3QVTZe/PD2Ed5DuoyzBGSsbX3bCa6bX68BOXHUY4ph+aARVl4nVqYQLg0R3PUPs2WdJjG6eIp4cxSCTmEM5VI/keYTLQySyW6kb3XCIzuDQoXomidyO6nf/BVTrpB8p9qO6ZZoHn6Z58Olq3kxiNiPtx1Con0052kxZimJZ/gTGdtkfITeGrEiEYirhRJxwvA5V1xBIvnNyOY8ky4RiDeiRJPHGWcQbZ8GS1wNQygxUuiO3kh3cipkfIWsPkZ1gECvZeYbNPrydLrIkU6e30FE3j9bm2YTrwmhJFTWqkIpESUXmcGTL1Mlnq4FHsw5mxmRoqJeB7A6Gyj04skVMTeI5HrawyFtpsoXhaa1YqhHxxVVdR7WbMBxvnPb6W8WsL7BKOTxXwfOiCC+J6zRhFuop5yfGnKoVAXpYJlZvIEkCenYQeexZ6tPrSI1uRPFqrYW5aAe5+CyEJBEqDZPKbqF+dP20ZXq1IQERc4TIBN9NARRCTVihFJ4kozmlyu/ARBEOiuOAU4D91C5zZQ1XMXC0CLaRwNbj2EYcx4jh6lEcLYKrh/HUMK4WwlUMX8TJGp6k4qLgIeN6Eq5LdXSmEODYAuyXiUqSKrYvifGwMRPToBK1dDwNQJIlZBlkSSBLAkm4yPiiSHIdZM+uCiPFMZFtE9kto9hlFKuEYpdQ7IIvkMwCml1AtfKoTgnFMQ94g8PbvQ32k+jaH1iOd9AEF4An/GPuq+javXs3V111FXfffTelUomFCxfyox/9iGOOOeYAlXR6AtE1ieVzivC3f1K/+wni6S1TXji2GiGTmItpJJE8h2ixn7rRjdOOdHq1IwFhM014wog0V1LIRduxtTgSXtVJP5ndRjK7rWZ7S42SblpGtnERxWQnpVAjJdfAc6GYsac4duthhXCiwZ/421MpF4cQTgYkgR5OEk40EU42E0420zL/OP8YxWzVMT87uJXiaC9ZZxgmOKSXnSKj5gCr+/6BJEmktCZa43PpaJlDpC7qh6nQJJyc74s1OjJC/9B2hsq7yTrDaKpOSIrheQ62Z5Eu99HnbZ1yvbRQvCqsYhWRNTHC+UTK+ZHKCDgLx9JxrBCOHcU2GzELdZOsHLUWMyOqYEQUFE0GCZRSDmPLMySeXEt9et2U7kBTTzCanI+tRtDsPKnsFtr7HtrTbQ+YhAREy4NEy+ODUTxk8pFWHMVASCqeoiEk2f9DHhcIFVOQJHyLieRVLCaejeJaKJ6J4pq+OKgEtVU8G8WzfVeH4tTR0fuKQMLSE1hGoiLiYrhaCMnz/GNWug4lIYDKpxC++BBepewT8gjhz9/oVT5r8vjnWs0jBFJlWaoEO60eAyrbwLi5zP8ujZvZGOusHDOzScKdUq8fCMasmJ6iV6yZFWEra3iSgpAVRKUbFElCVHpUx8o6dr8lvMo9d1DtIt2NU31BA/ZOOp3mhBNO4NRTT+Xuu++mubmZzZs3k0qlDnpZAtE1Cef7NzB3/Xir3dJiZBJzsfQ4smsTLfZSn147xXcpYGYowiVe6KlJG3PSd9UQknDR7ALhkt8l09L7KC29j1bzCiSKkRbSjUvJNcynGG+nqKawPQ2r5GKVXDL9E61isap/mB5Jo6p5FNVEMyKEk83okQSN3UfS2H0kAI5dJj+0neyAL8TywzvIOcM1owItp0jGHuL54YcBj6TejCGHSVv9uJJFTG1A8sD2LEynxGBp5xQrlh5J+b5X9eNWrMlhM8YoZYcoZoaxywKrrGIWDWxTxyrWTxo5KwDf/1CSwIiq6BEFRQHFzKNmh9BHdqPu6McoDBMqDxMuD08J0+DKGqPJeZRCjSieTTy3g+bBJ19UXLiA6ZHxiBX7XvJ+PEnGVQwsPe6/4Mde6rKKJysISUVIfvBTUQkhKqoizv+sdnt5NrJr+Ra4yp+/lcCwMr4Yn34mr8MWgVQVRK6sV0SSVrX6Cdnvuh0TRrX+ZWMi0vOtZcJFqogjX/haKK6J6pQwzNH9ZgF7sRNwv5q54YYb6Orq4ic/+Uk1bfbs2YekLIHomkT8jWcw2GeSi3Qguybx/G4ah5991fqoHAwMO4cxaboWV1LJR1qxtDieoiF7rt89WRokWuwjuqMPdtxXzW+rUXKxDjINi8jVzaUYbaUkxfBcmULappAea9lqgO8XFo5nCMUs9JCNHpYJJxpR9RCptkWk2vxpNjzXoZDeTW5gPFRF1hqBCQFGLdckrvkWqWw5zaC3e8KZ+HHIJvpfRes7pkwWDn6U/lJuhFI2h1kUmAWNYlbBKslAcnJuf++yPwrUUF00K4deGMYY3U14eAd6foBQcRjDHHnBRkIu1kUu1omQJMKlQVKZTTSk1+11m4BDjyw8ZKeExv4bmONJCq5iYOrJqpBzK0JOjFloJAUkEGPmmQrShK9izMI0BTFhEzEuIsTYFhMsU9NNszH27I8nTMqzt/X+sX2R6aC4lm819EwMa9TvYtzr1Qk4HPnd737HmWeeyQUXXMDf/vY3Ojo6uPzyy/nQhz500MsSiK5JNF1xBSM//y8SvdsOdVFe1SjCqVgCaq0BHgqFsB9R3FV0JOGhOUXCpSHqRzdQP8GXzpNkipFW8rEOMnULyKe6KRpN2JKBWXArIyglwI81pWgZ4g1ZIgkXIyYRScTQwzHijd3EG7tp52TAn0MyN7C16huWK4z4k0NLMuFEE411i6tdhJH6dlRtqlOl57qUsqOUcmXKBYlSVqYwKhCeBEwdwi8rENZdDC9PqDhMKNtDdGQb0fQWjOLIC3aXeJJSDYJra1E8SQUJZM9Fccok8jumOMkHvDqRhYvsFNEoHuqiBATsF7Zs2cLNN9/MlVdeyTXXXMOjjz7Kxz/+cQzD4H3ve99BLUsgugIOK2RcoqUBopMi+XtIFMKNWFoSV9WRhUB1SoTKw7T299Da/1g1r6knyEc7yMc6yKbmUkh0UVRTuLbMaJ9gtG+srZtHj5RINEpEkhKRpE44HieSbCGSbKFlwfH+/oqj2KUs4WQrilo7dyP41rJiJk8pZ1PKyRQzE6dRmugMKqHKLmEKhM0RwrleoultJIbXEy7ufdongYRppCiF6rG1GK6iAxKS56K6ZXQz4/vXjW4IWvIBAQGvKjzP49hjj+WrX/0qAEcddRRr1qzh5ptvDkRXQMCLQUYQLQ0RLdVGqRdIFEMNWHoSRzGQEKhOmVihh4b081Ax7riySjHSRi7mi7FcYjaFaDtWMcRQdUCmjaIVidXpxOoVoimZcDKCEUlhRFL+fmyHYrZEKSsoZT2KWYdyYWJUcn/AhS7KhO0RIvleYultxLI7iBb79hok19STlEP1WFocRzFAkpCEh+KW0a0cITNNKrM5EFUBAQEBE2hra2Pp0tr5KpcsWcJdd9110MsSiK6AVzQSgkh5mMikyOECiZKRwtTrcFW/+09xy9Sn19Pe93AlD5hGnS/CYp2+dSzRRcZqJDPgSxtJzhNN6ai6RCnrYE6K4B6yM9QXeolldxEp9vr+aIW+KZM9gz9oIxufVfWlEZLsOzq7JrqdJ2SmSWS3Bf6FAQEBAfvACSecwPr1tWFtNmzYQHd390EvSyC6Al6VSAjC5ijhScFbBVDWk5SNFK4aBiRUu0hr/2OEyn9CQuDKOvlYO/lopz9vZroDS42QKPYTqYiqaLGXSLG/xtfKVsKUww2MJufhqCGEpCAJ4Y8YcwqEzTSx/C4SYgcBAQEBAfuHT37yk6xatYqvfvWrvOMd7+DRRx/l1ltv5dZbbz3oZQlEV0DABCQgZGWmTOUi8Ke4KRt1OFoEkIgUe6lLrydcHqqKsVKoAdNIUYw0k4+2AwLFs1GtIoY1SqTYRzy/6xCcWUBAQMD+R1dlZImDGpFeV6fOvrE3XvOa1/Cb3/yGq6++mi9+8YvMmTOHm266iXe/+90HqJR7JhBdAQEzQGL60BbgB3EthRpRXJOQOUKs2HvwCxgQEBBwCIgYCmesbHzZz7147rnncu655x6AEu0bh1R0ff7zn+cLX/hCTVpLSwt9fS89aGBAwMFCdwro+enn1gsICAh4pRMxlJfdXIgvVw65pWvZsmX89a9/rX5XlODGvZoQsoSnyoiKuVgp2ZWpTwICAgJeXQjAMxQ8Q8UNqdVP11DxQhquodAdDKQ5rDnkoktVVVpbW2eU1zRNTHN8ipdsNnuginXYIiQQqlwRMgqeJiMUX9R4mjK+TlOqYmfatAnL4/kq+1NlPFVBaPKkfVT2r1XyTlw3KW3sO/KkAAeeQClaqAULtWCj5k3UgoWSt1CLFmq+si5voRTGl9XKslKwkN2gUgp4ZVB9kif+TCZNAyOmW1dNk6bmm2bd2OK0+5ruuxBIrkDyBJI7No/iKx8hS74ImiCIZvrpC6cJn9PlDWkvWIYVGZvIQTjXgAPDIRddGzdupL29HcMweO1rX8tXv/pV5s6dO23e66+/fkp35IFmoiXG0xSEIk0jWGrFhlCl2jRlJiKmVswIZQbiSJEnCB+lmuewRpZwYwZuzMB84dzT76Jk+0JsgkhTJgizalrNd7Mi8ixkO5i8PGDP+NYIFSeq4UZ0nKg+YXk8zY1o458RHTeq40S06qenV6z6Y2JmcgPkcMP1KkLMqxFkkjtBmE347q+fuDy+PZO3ry5P2s4Ve9jvpO084ZfPE36dPhOhNFkkGSpCP3g9MbLpIJsOStmpLsuOR3aJTOqglSJgfyMJIQ6ZWeDuu++mWCyycOFC+vv7+fKXv8y6detYs2YNDQ0NU/JPZ+nq6uoik8mQSEw/WfC+8sf+X9EzvAFPlaa3xBxueALZdpEcr/opuR6y7fnLY98rn3hivFLzPPDwJ3WtDE2RRHViNZju0ZH8/4QESJVPWfbnaVMkhCwhZBnGlhXJF5iyLyBl20Upu0i2X8FIjj8p71g7WigSKL4A9gwVN6xWX2hu5IVbiTNBspyKaLPHBVneQinY1eXJok0pO7Xzwk2+PpVFf4LcCYnV9OnzIyZYECZuO7bdxHnsJmxfs78Ju605/tgcdRPud/UlNtOLdZjhKVJF9Oi4UW38M6r7YikyLp6mrBsTVBENlMO8cRPw0nA9FNNFLtvVT9ly/b8J9azkimr9KTHhJyr5DXpkv/4TijShd0LB0xW8SSJwrEF9ftt7aDba9stpZLNZksnktO/QcrnM1q1bmTNnDqHQ1KnMAmqZ6fU6pJaus846q7q8fPlyXve61zFv3jx+9rOfceWVV07JbxgGhmEc0DK5wtnry9sXKhUR43hIduXTmSBonPFWGRNfaB7+9xchYpBASFJVBApFQkhS9YfryVJFyFSsYoqEp8gwqRvQDWtVixmyNLUL4XDE9VCLNkZvFrVo+y1Cy0V2XF+0eQKBAKSq2PMrNl+0ueGK9SGq+5WgrmLXq9j1h/rEDh01Lw138vJkq8MEa4Yr/N+DNzU/01gi5AnHYZptXqgMyHKNlanWwlQrlNyojmfsxyqv8tz53eE2StlGLvvPnuRUrCuV37uAygtWQigKni7j6YrfAIGp3YdiYlefqF1XyS9Vq45JXYrTdBGOv+wnzEg96acvJtYFU6qF2m5KqdLAkDwqjbNKY82riPrqsvDzel6lITCxzhtrAIjquuqJS2LC+U1Xlspk2NLEckkTrsGEOnOsAThW33miUjdU6mQhqmXx9yxAkhEyfgNPkSa4SfiiyDVUREUQWXU6nhF7ZdSlAQecQ969OJFoNMry5cvZuHHjISvDKY1n87vHbkIZHJ1qiVF9a8xYV56nyngRDbvSHRi0fg8RiowTN3DiL7JL0hMoJRt9qIBasJEtG9mstForL/hqxS9XLHSqXO2CcMMaXkgd94uBaXxrpnkpVNNrv1dflNLE7ce3FWNCfOxjYv5J+3ixltpXRFf1XpBLti+YChZKyR7vwqlYfxEV0UDlvlUaMULzxZKnqzhhDS+q4cQMzKbY4W8VDwgIOOC8rESXaZo8//zznHTSSYesDHE1gd1RR74tfMjKEHCQkf0uJzeqY72Y7YVANt1qy35ies1IzAlWTckbj2lTzbO3/Exo9u+p6xFqzQIT9ycqLfix/U3KLwm/1V/TxewBYsxiM97NPNZFWe2qHDtOTdepv/M9jkSVKmc0SYSKid+r3dNS1corZHzrUMVyIQkx3rXjVKxllXJUu7grA0lcXUEYCo5REUsRHbstjtCCEdMBAQEHh0Mquv7t3/6N8847j1mzZjEwMMCXv/xlstks73//+w9lsQIC9g1J8i1dAQEBAa9GRndCcfiF8+0PIg2Q6jo4xzoAHNI3xa5du7jwwgsZGhqiqamJ448/nocffviQTEIZEBAQEBAQsI+M7oT/eww4L3a8+T6iGvCxJw5b4XVIRdedd955KA8fEBAQEBAQ8FIoDh88wQX+sYrD+yS6HMfh85//PLfffjt9fX20tbVx8cUX89nPfhZZPri+q0GfSEBAQEBAQMArlhtuuIFbbrmFn/3sZyxbtozHH3+cSy65hGQyyf/5P//noJYlEF0BAQEBAQEBr1geeugh3vzmN3POOecAMHv2bH7xi1/w+OOPH/SyvHLHhAcEBAQEBAS86jnxxBO599572bBhAwDPPPMM//jHPzj77LMPelkCS1dAQEBAQEDAK5arrrqKTCbD4sWLURQF13X5yle+woUXXnjQyxKIroCAgICAgIBXLL/85S+57bbbuOOOO1i2bBlPP/00n/jEJ2hvbz/oIaoC0RXwskAIgSc8ZElGCqbTCAgICAjYT3zqU5/iM5/5DO9617sAf9rB7du3c/311weiK+CVjelYjBazjJbG/zKlHKPFLJZrA6DJKqqiosrK+KesoirKXtaNp2kT8o+vU9EUBUX296HISiDuAgICAl4FFIvFKaEhFEXBmzAzyMEiEF0B+x3bdXwhNSasiuPiqmSXX3h7z8H2nANeznFhplRE2Z7FnKaoVcE2nejTFA1D1TBUHUPVA1EX8IrDEx6WY2O7Np4QyJKMIsvIkowsyyiSHFiq8a32jufguK7/6bnYrjMlzXEnfXpOJZ9bm3fSNmefdwEYh/osDy/OO+88vvKVrzBr1iyWLVvGU089xbe+9S0+8IEPHPSyBKIr4EXhei7Zcn6C1SpXEVZZ8mZxr9tG9DCpcJyIFkaR/XnvbM+haJVwPQ9VlpEkvxKXJAlZkpCQx+d8liREZe5AgT/foQA8z8MTHq7w8DyvUnmNVVx+peWJ8ZaNX5EdGHEnSzIhVUeviLCJf9Ol1a7XqtclIOCl4HoulmtjOzaWa1eWHSzXwnIdbNfGqqyrXZ66zvHcGR1Trvx25YogU6qfii/QatImrpNQJGVcwE0Qcv7y+LopYk9WJuUd36aat7KdgEp9ML2wqQqkSYJoLI/tOrjVfJMFkoMrDqz1pK/QR1d09gE9xj4RafCjxB/MiPSRhn3a5Dvf+Q6f+9znuPzyyxkYGKC9vZ2PfOQjXHvttQeokHsmEF2TeKT3ETYObkNRwFANQpr/IlRl9VXXgvOER75cqAqqMatVppQjW86PT6A8DYaqkwoniBoRNFkFCRzPpWyXyZby9GQGDtp5KJKMqqiENQOlYpmaXOn7LXTZn2cZkMankvbPsiLsBAJPCDzh4nkerufhCr8CNh0Ly7EreTyKdpniDCx706HKasVyZmCo2gyEWq1ok6UgGszhiG8lcX3BUxE9/rKD5VjYrlMjoqbNN2G9dwAEwJiocoU37f69sfSD33PzssOvb2rdHRRZRq0I0DGLuFxtVEqVud8lxmaPF8J/LgQC23VQPP1QntJUUl3+tDwv47kX4/E4N910EzfddNOBKdM+EIiuSdy6+lYe7Xt0SvqY5cLQjOrLLaQaGNqE5cr60NgLsLL8crZaCCEoWCUyVVE1brEaLeX2WmlrskoqkiBmRNEUDVkCx/Mw7TI5s8Bgfpj+3NBBPJvpcYWH61gc6HaYKquEtRCGqle7KhXZb51PrEyF8PCEwBVetcVt/f/bu/P4KOr7f+Cvmdk72ZwQAoYAcokgh4AoUo4WwUCtqbYFTw5bL8Aj/XqgtVV/taB+v0otFbUqoK2iVhG0LYqtgKhYE42iIIcEQUiA3NnNXjPz+f2xu5NsDkjCZjfH6/kwJnPszCdLsnnt+/OZz6iBYGgLjWtTdRWqX4Xb72lTWyyK+ZSVteB6MxIsDqQnpMCk8OWgPelCR7m7CsdrSnGsphTVXlcoLAUrTwFNNUJ7tJlkBRbFDLPJDLNiCnaTh8Y2ypJkvOEIv90Iv7kIX+Ci6ho0XYOmaQjowTZLkgQJknGM8BsXRZLqVaglQJIhSxIgScGJIaXwW5rw9voRI0yE/wu1Jhg+AGEEkHDbgp9FKOyFPteremuhCrem14XEhsMEwuGofoVMCn0fEhB8wy0QLrXXvQkTerDK3uCcwUq7Ci30OaAF4Al4oxKCzYr5tI8RdSl9O+29EGONr7INDEwZiH3VeyCEgE/1w6f6jF/ktlYuTLISrFiYLaFAVi+4NRniQsHNbIlaxcIT8BoD1iMGsdfWnHT8lCLJSLY74bQlwmoKtkfTdfg0P1xeFypqq3DCVR6VNnZ24e7K2kDbg1KixQGLyQyzYg6FtuAfMlkK1t9Q74+hpmvB8W+hKohPDRjdpeGupBqfu0XnliUJaY4UZDjTkeFMR8/EdPRITO3Qbxg6MiEEanzuYMCqLsWxmjKcqClr1VhFsxIcK2hRzKEQH6yWKFK4m04yqiPhc+oQEKGAoelasAqrqsbPictXC62F3YSdXf1uTrNsgtWkQAqtDwdJr+qD6qttl6BL1BSGrgbumXAP/nngn6jyV0ORZCMgBV8ATXXjEkJvz4LvdoQxhihc7g8GNj+AYLea6q+F23/ysU5NMStmI4CF22IEN3O9ClsowAEwqlT1B7GH29IUCRKSbIlIsifCZrZCkWToQsCv+uH2eVDlrUF5bVWbnk9quXBQQvP/VM2SJQkWxQKH2RYaE2YyQlvE4ObQH2ZdCGihP8Q1Pje8AR9K3RUodVdgV8n+0DFlpCekoKczHRmJwTCWnpDCINYEb8CHYzWlOF5TFgpZpU1eNGJWTOiZmA6nLcEIzkIAOnRoWrCrOjw2KBD6qA642qWbsKtjNyd1RAxdJ6EJHZ6At0VX3DVkkk1IsNhDVQsLzOGupnplfAFhlKSNwNagmykQGrfR0orFySRaHUi2OWG32KGELp/1qwHU+oPB6nBF8Wmfg+JDFwJe1Qev6kNb+lGTrIlItDmgSAr8WgBVnhp4VR9OuMpxwlWOXdgHIBjEeiSmIiMxPRjGnOlIc6QYP0/dgaprKHWVG+HqWE0pqjw1jfaTJQnpCalIdSRDkWUENA1VtdUoqT6Bo1XH4tByIoo3hq52cjpjciyKGYnWBFhN5mCXQr2B38GKhTDGMYTHBQW0AHyh8SBJtkQkWOwwySajLbUBH6o9NTjCF3tqQrXPhWqfK2Jdss2JBKsdsiQjoKlGxfR4TRmO15QBoYyuSDJ6JKYFuyVDVbG0hOQuMZhfCIGK2iojXB2rLkOZuxy6aNwdlWx3okdCKiwmC3Rdh8vnNkIrERHA0NUhhbuZXK2sWEiQYDGZcay6lGMU6LRVeWtQ5Y2s4KTYnUiwOCBJMvya35jUNhxKwkyygh6JaeiZmIYMZw9kONOR6kjq8EHM5asNhatSo7swEKo612c329AzMQ0JVjsggFq/B6XuCnxbeigOrSaizoKhqwsRECcdu0V0uoJjBeuCmAQg1Z4EuyVYEfOrflR4qhHQAiipPoGS6hMA9gAIdrn3TExFhrMHejrTkJGYjpQ4BrFw1e5YTSmOh0JWU5XpYLvTkGRPhAwZPs2HcncVDlUcjUOriagzY+giojYTACo81ajwVBvrJEhIdSTDYbFBghS89ZOnGgFNRXH1CRRXnzD2DQ4sT0PP0ED9DGc6UuxJUZ8TT9M1lLorIipYFU1cHCJBQnpCClIdyTApJqi6iqraGhyvKUVxdezmliOiromhi4iiSiA4Dqp+qJEgIc2RDLvZDkkKVpkqaqsQ0FQcrToeMVmuWTEjIzHNGKif4UxHss3Z4iAmhEClp8aYD+tYdSlOuMqbvAIwyZaIHgmpsJmt0HQdLr8bpa7gVZxE1DLFrmJU+GLzO5NqTUXvxN4xOVd7YOgionYnIELTjtQFMVmSke5Igc1ig4TgtAvhrskjVcciLvqwKOaIOcQynOlIsiVCkiS4/R6jezBcxWqqm91qsiDDmY5EiwNCkuD1e1DqrsSBssMxeAaIuqZiVzF+/OaP4ddiM7TFoljwdu7bnTZ4MXQRUVzoQkdZbSVQb/o6JTQ3mN1sAwB4Aj5U1lbBrwXwfWUJvq8sMfYNz5/X1L0+FVlBz8Q0JNuckGUZfjWAitpKfF9RwotMiKKowlcRs8AFAH7NjwpfRatC17Zt2/Doo4+ioKAAxcXFWL9+PXJzc43tQgg88MADeOaZZ1BRUYEJEybgz3/+M4YPHx719jN0EVGHoQkdZe7KiHUmSUGPhFRYQ5P/egNeVNRWR0xAnJaQgnRH8FZGqqah2luDUld5aCA/EXVnbrcbo0aNwoIFC3D55Zc32v7II4/gsccew5o1azBkyBD8/ve/x0UXXYQ9e/bA6XRGtS0MXUTUoalCazTGyiQrSEtIhdOaCFVXcaKmHOUNwhoREQDk5OQgJyenyW1CCKxYsQL33nsvLrvsMgDA2rVr0atXL7z00ku44YYbotqWjj1pDhFRE4KzwlegqOwwDlcUB2fiJyJqpaKiIpSUlGDGjBnGOqvViilTpuCjjz6K+vkYuoiIiKhbKikJjhPt1atXxPpevXoZ26KJoYuIiIi6tYZT0gghoj5fIMDQRURERN1UZmYmADSqah0/frxR9SsaGLqIiIioWxowYAAyMzOxefNmY53f78fWrVsxceLEqJ+PVy8SERFRl+VyubB//35juaioCIWFhUhLS0N2djZuu+02/OEPf8DgwYMxePBg/OEPf4DD4cCVV14Z9bYwdBEREVGbpFpTYVEsMZ2RPtWa2qrH5OfnY9q0acZyXl4eAGDevHlYs2YN7rzzTng8Htx8883G5Kjvvvtu1OfoAhi6iIiIqI16J/bG27lvd+h7L06dOhVCNH8nCkmScP/99+P+++8/zdadGkMXERERtVnvxN6d9l6IscaB9EREREQxwNBFREREFAPsXiRqAZMQsOsCdqHDoQvYRfBruy7gCI0VKJdllCsKyhQF1bIEtMPEekRE1HkxdFGXIYtQGNIjA5Fd12EXDb5uGKAarK87joBD12FuZVv8AMoVBeWKjLJQECtrtBwMaRWyDJ0BjYioy2PoorgyCYEemoZeqoZUTQsFo+YrSuFwFFzWjWBkFwK2k1ydEi0qgFpZgkeS4ZEkeGUJXkmCDCBZ05GmaXAKAQuATE1DpqYBCJz0mBqASqNKJjcT0OpCWoABjYioU2LoonaToOvIUDVkaioyVA0ZmoYMVUMv47OKNE2P+sBCHYBHkuAJhaPaUDjyS8GPAABVkqADEAB0SQrdZwuQBCABUASgQMAsBMwCMEPApgvYhA6HAOxCIFXTYEZw/7BaScJhRUG1IsMtyfDJElQAQgJMAjCHwmGSriNV05Gi61AApOs60nUdg0+ezwAA1bIUDGXyyUJa8GuPzGGbHYoQOEPVMNrnQ6aqAgj+/Eio+9kL/zxJEPW+rtsnYjm0H06yvf6x6p8HQOPjQwCi4fEjjwMAAsGf64AkQZUAFRLUiK9D2yAhIAV/31SEPtf7HQyvDx8n0MRx1HrHCYT2Z9c9dVYMXQ29cy/+73ARSiUdVYqMSllGlawYX1cqMqpC62q66bgdWQika8EQ1SsiTKkRoSqhhZWnAIATioJyRYE3HIwkCZoUrCwJBINU8LkOHlMRgAwBRQR/iM26DgsAix4MNXYEuwp76hqsou6PV3tzCAGHpgGadsp9/QCOyzKqFAWuUMUsEAqDMgCzAGxCIFEPhrO0UMhL0gWSdBUDgn9+TqpWkowwVr+SVj+wFZtMOGJSuuXPcnszC4FhPj9G+3wY7fVhtM+Hnpoe72Z1ekaAQ/PBL1Av+Kn1gl/9rnxJ1AXWk31Gw/Wi4X6i0X7NHrPBy2LDY5zy3AEPqPNi6Gro+08xodbVol1VANWyXC+cBf+AVtZfpyiokusCW7Uc7JbqqH/gbLoeUZEKhqq6SlUvVUMPTWvxD061LOG4YkKZIqNGluGTgi8tEgCL0JGoBytGGZqO4X5/zMJRR2ABkKnryNRP/UdYA1AhSahQFLhk2ajcaZAgQcAMwBoafxYMaHXj2Byqhiz15CGwWpawy2LBLqsFuywWfG214nsGsVZL1TQjXI3y+jHC74O1wR/ZAIDdFgtOmBTIxhuT0J/cek933Za6r0OFqMZ/kRto7u1OS94GNbVP/bY0/BxRDRMCkiRBEgJKaJ0cfoMU+lqBgKmJzyYhYK73tQnhdY2FtyF0zu5kt7ss3k1opEathleLTRi0KXY4TUkxOVd7YOhq6Ie/wc7XrsQJEYAkSVBC3Us2oSNBF3DqOpJ1HY7Qi0KariOtBX806/NJQKWsoDoUxJoKbFWhdcHtwUqbejp/AIVAaqi7LximVCNchcNUL01Fkt6yFzANQKmi4ISioEKR4ZZloyplCnXFJek6emo6zlBVDAp0rxfGaFMA9BACPdRTV7cEgGoJKDEpqJEVeCTAJ8lQJUCCBBMELKFxcEmajj5q8N/9fK8P53t9xnGqZBm7LWZ8bbUaYYxBrI4kBM4MBDDaW1fJ6t/Ev0+FLONLqwWligIFAr0DKob7Axjpj81tUzoDHcHXlIAUrFD5JQm14aqVAFQJ0EJVKy30tRZ6nB6qDtf/OjhsAICQICQBEQq19V+Fwm/+mnplkhpsl5p5XHO/CfWPe7JjNdw3uCzq7S/V7S8AKwQuMCc3c9b4qFGr8cr3z0LDqav70aBAwZysX3ba4MXQ1dCAyThHmABPTZObNQA1sowTsgyXEqxahccK6ZAAKdj9pgDGH7ZEXUeSriNZ00MVCQSDj6adaox1BLckRXRvGl/XC24BSWoUpsKVKksLz1MrSThmUlAqK6hRZHhDL3DBLq9gt12qpiFD1zDM74fS8m+BYkACkCyAZFUDWvBCWANgv9mMKkWGDCBV09E/EECyrjcZxIKVsLqqWHfpmrTrOkb4/BgTrmT5fE2+SdlvNmOvxYxaSYJDCAz0+THJ4+XvyUnIqHt9CSYQvklrlska7xZE8GqemAUuANCgwat5WhW6tm3bhkcffRQFBQUoLi7G+vXrkZuba2x/44038PTTT6OgoABlZWX4/PPPMXr06Og3HgxdraYASNF1pAAtGrcTFgBQJUuolmW4ZQUeWYI/NNZAQ7ACoYRK8NbQ1XtOXSA5FNhkAAlCIEHVcAZOfUVcc8pkGcdNwTE9LkVGAMGXNyU0fsipa0gPhbUB4tRVFer8nADODgQifqTcqAtiEoD0ekHsAq8XF3i9xr6VoSC2yxoKYxYLjnaBINZLVY2ANdrrx1C/v9ELZq0k4WurBd+bTNABpGsaRvj9mOVu2+8nEUWf2+3GqFGjsGDBAlx++eVNbr/wwgvx85//HL/61a/atS0MXTFiBtBDF+iht6z6AATDkFeScFyWUaPIcEsSvJIMvxwqrUuSUVUzAbDpwSJ6paLAEyqzA+HqVLBbNEPTMcgfgLmNoY26hwQ0HcT2WcyolGUoANJCQSxF1zHR68XEekGsQpaNStguqwVfWywo7sBBzCQEhvj9RlfhGK8vNN1HpBJFwVdWCyplGRYI9PUHMNLnw/h61UAi6lhycnKQk5PT7PZrrrkGAHDw4MF2b0uHCV3Lli3DPffcg1tvvRUrVqyId3M6BAkw5qBqyWBrovaUAOBsf2RYdwHYazGjWg52TaZrOvoFAkjVdVzo8eJCT+Mg9nW9AfvxCmJJmoZRPr8x6H2Ez2/cWSBMBbDHYsYBixk+SHDqOob5A/hRradbXfBBRNHTIULXp59+imeeeQYjR46Md1OIqBUSAQxvEMRqEBnEwhWxpoJYeb2KWHicWIkS5SAmBPoH1NAVhT6M8fkwMNC467xalrDTYkWJSYEkgExNxQi/v9H3R0TUVnEPXS6XC1dddRX+8pe/4Pe///1J9/X5fPD56sr41dXV7d08ImolJ5oOYvssZlQZFTEN/QIq0nQdkzxeTKoXxMpkGbvrBbGvrRYca0UQs+rB6UfqX1WY2kSluMhswh6zBTWyBLsucGbAjwleb/xfFImoy4r768uiRYswe/ZsTJ8+/ZSha9myZXjggQdi1DIiihYnGndNVkvAXnMwiJlQF8TSmwliu6yWiO7JcBDrEZrhfYw3eEXh2T5/o7mdfBLwtcWCQ2YzNAQvhhnu8+Pi2tr2/taJiAxxDV3r1q3DZ599hk8//bRF+y9duhR5eXnGcnV1Nfr27dtezSOidpQkGlfEqiXgkNmMmtBg/fpB7AceL37QIIh5ZQlnNDHx6wlFxk6rFeWyDLMQOEMNzo11ro9zYxFR/MQtdB0+fBi33nor3n33XdhsthY9xmq1wmrtWHOUEFH0JAlgRIMgViUBh8NBTAA9dA3ZoSCG4H/YazFjv9kMryQhUdcxxO/H1FpP1O/rSUSdj8vlwv79+43loqIiFBYWIi0tDdnZ2SgvL8ehQ4dw9OhRAMCePXsAAJmZmcjMzIxqW+IWugoKCnD8+HGMHTvWWKdpGrZt24aVK1fC5/NBUTidIFF3lyyA5EZBTMIhswklJhPsuo7h/gDO4oB3opizKXYoUGI6I71NsbfqMfn5+Zg2bZqxHO4xmzdvHtasWYONGzdiwYIFxva5c+cCAH73u9/h/vvvP/1G1xO30PWjH/0IO3fujFi3YMECnHXWWbjrrrsYuIioWclC4Bx/AOcwaBHFldOUhDlZv+zQ916cOnUqxEnu0Tl//nzMnz//NFvWMnELXU6nEyNGjIhYl5CQgPT09EbriYiIqGNympI67b0QY41DHoiIiIhiIO5TRtS3ZcuWeDeBiIiIqF2w0kV0mjTJDFVxxLsZRETUwXWoShdRR6BJZvgtafBZ0+GzpMFnDn7tN75Og8+SBn9ovWpKBACY/ZVweIth9xyBw3sUDs9RODxHgp+9R2Dxl/OefURE3RhDF3V5mmwJhiRLMCz5LOkNlkMhKrQ+HKJaK2BJQZUlBVVJw5rcrmge2D3FcHiPGIHM7jlqBDSb7xhkEZvLromIKPYYuqjTCYconyW9QXBKh9+S2mhbW0KUpAdg9ZfD6i+HOVAFk+qGovsgCQ2AACBBl01QZTtUkwOqKQmy7oVZdUPW/QAkaLIFqjkJXmtPeK09oSl2uBLPhCvxzGbOqcLmOxYKZMHqmD1cLQsFM0X3NflYovYgAAhJCX2YoIc+S9BhUt2QReMbhxNR8xi6KO4EAJ8lHR5bZigopderPqU2qkxFJ0S5oOj+RiFKk20ImBIQMCfDb0lHdeJgCPk0f02EBqvvOGy+UpgDNaHgJKDLZmhKArzW4PcuZAs89jPgsZ+BsmYOZfWVwuE5Crv3CByhqpndU9eVaVar2YXZwemSGRXJw+GxnREMMXI40JggJBOEpITWmxqEHaXedhOEXBeCwsEouF6JPI5kgi6bGu/XMEzJ9bebg1+f4mdf1nwwaW6YVHfdZ9UNk1YbuS68HLHODXNonaLVBt+wCM67Rl0bQ1cDvoAOk2QBp2aNHgEJPmsP1Nr6oNaeBbf9DNQ2+NCVlt0KKiyuIaq1JAU+WyZ8tmZuJyEEzIFK2LxFsKiVUDQvZKFBl0zQFDt8llR4bZlQTYnwWXvAZ+2BCoxs8lAm1VXXbRmqljnqVcusvlJIaH6SQIq+gJKA8tQxKEsdh7LUsShPHtXqn/eOSles8CtW+C1pUTmerPubCHBumNTaZkKdq5lQVxt8TWCIi4nA0aNQKypici5TairMffrE5FztgaGrgYJvq3Bs8gcw+yth8x2H3XccVt8J2H3HYfMeh80X/jgBm+84FJ030BWQ4LX2rBeislBr71O3bDsDunKKe2YKHTbfic4RoqJNkhCwpCJgSW12F1mtRaLrAMyBCpjU2mBFQFKgyVb4zcnw2nrBH6oCVjuHoto5tOnj6H4jkNlDXZaJtd8huXoXnO4iSNDb67vsNryWHihLHYuy1HEoTR2HqqSzACnybZzFXw6n61tIQg8+50KP/BoCEAKAgCR0IBSUg1XM4HoIQIIwInTwayn4GGNPCZDCX4cuVpckCEihfWVADi/LgCRDhwxICoQkhSpfMoDgZ12SISQTIEmQNT9k4Yei+SDrAcgiUO97EPXOJRtVM002Q5dt0BQbVMUOVUmAakowQqguW+C3WOBH878LrSEZIa6u8qZoPuP5bfh81y0j9FkP/RsI4/uq+/5ExPcbPEZ4GZCg1/u3q/t3lJo8X91ycL965w8dO/z4AQIdqigQOHoU316cA+GPzd9CyWLBwE3/6rTBq5P/tYo+fyD4Ax+wpCBgSUGNc8hJ9zf7K2ALh7JwGPMeh813zAhmNu/xTv2OS0CG19oTbnsWau1nwGPvY3wdXtZlyykOosHuDY5XsvjLoWgeSEKHkE1QFQd8ljR47L27RohqB7rJ0exYMCBY+bPXfg+rvwxm1WWMK9NlCwJmJ7yWHvDaMqDLFrgT+sOd0L/RMRS1Fsk13yCl+uvQxy44Xfs5buckBAC3ox9KQ1WsstRxTT63jtrDSKnaCUugGgHFgeqkIShLPbdRGOtWhICieWBWa6B4S2DSvJB1X6jSG4Ckq5ChhQJpMMQJSQoGQsjBECeZoStWaIodqmKHpjigmhKghe7NJ2QLAhYLAlEKcR1Blv59hwpdakVFzAIXAAi/H2pFRatC17Zt2/Doo4+ioKAAxcXFWL9+PXJzc43t999/P9atW4fDhw/DYrFg7NixeOihhzBhwoSot59/3RqYMiINmz/cBUvNIZi02mAlSwgIyQRNsUA1JcJvToHXmgFdsRoVipaEM3u9ClkwmJ0IhbO6sBaPcCYgw2Pr1ajLr9aeFeoS7A1xilAl6SrsvhLYPcWhUOWFBB26ZIJqcgTHbNnPCP2h4fRw0SZkMzyOLHgcWc3soMPiK4XNXwZLoAqK7gWEgC6b4DenwZUwAJrJgfLUc1Geeq7xMFn3I6lmT10Qq/oaSa693bbCKyCjKumsUMgKBi2ftWeDnXQk1exFcs03kHUf/KYkVCWPwNHMHKPqRAAkCZrJAc3kABo+h20hBBTdC5PqhtV3IlgR1rxQhB+yHoAkVMi6Wq96LiLHP4rQ/ySprlIHCZBEuNgOiOaWpdAyQtU9oO7/4Q0IvvaJ0HoJ9c5fv9Nfivg5qWulBF02w9V/IrpG53TsuN1ujBo1CgsWLMDll1/eaPuQIUOwcuVKnHnmmfB4PHj88ccxY8YM7N+/Hz17RuFnsx6GrgYkSYLf1hNuU4/mdxICpkAVHLXfw6xWNQhnCjTFGgpnqfBae0aEs+a6fcIs/oq6LkxvvZAW+rB7g92drQlnuqTAaw2GqvoVqmAXYFZoELf55M+LHoDdWwKH9ygs/grImi8YqmRzqFKVjlp7FspSx/EPS0ckyfDbMuC3ZTS9WfPBWbMHVl85JOgImJPgcvSHanaiMvkcVCafU7evHkCSaz+SQ9WwlOqvkVzzDUwxuuFtLGmyFRXJI4MhK20cylPGNLqQQ9b9SKnaiUR3ESShw2vtiYqUUahOOitOre6mJAmaYjeqXF3V2YnRGT/XneTk5CAnJ6fZ7VdeeWXE8mOPPYbnnnsOX375JX70ox9FtS0MXW0hSVAtKXBZUk6+nxHODsOsVsOk1ULW/ZBOEs78llT4WxzOjtXrzgwGNEXzwFN/PJX9DHismafsspN0PxyeYti9xbAEKqFoPgA6dMmMgCkRPmuwUlWaeh5DVRckFCtqnENR46y3UvcjsWYfbP5SSEKDakqE29EPfksqqpKGoSppGA4ZB9DgdB0wQlgwiO2GWXXF4btpO785GWUp4UHv41CRPKJRldcUqEFa5eewe0sgIKPWcQYqkkehPHVsnFpNRNHi9/vxzDPPIDk5GaNGjYr68Rm62lMbwplFrYbSZDhLgN+cZozLqQtnLXs3HRxAfQR2bwks/koouh+i3rQFHmtPeOxnwO3IZqiiINkCl3MwXBhct05oSHAfhM13DIoWgGpywG3Pgs+WgRrnYNQ4B+PwGZcauye4D4aC2FdIqd6F5OpdsAYqY/+9NKPWlml0E5aljmvyzY7NewyplV/AEiiHLltRk3AmTqRfcMrqMBF1Hm+//Tbmzp2L2tpa9O7dG5s3b0aPHifp8Wojhq6OoBXhzByohMN3KBjO1FrIIjKcAVKw+0/3QwqFqoDJCa+1Bzz2LLgTBsTiO6KuSlIaD8QXOuy1h+HwlkDWfdBkW2i+sd7Gvkd6zzJ2d3i+R3LVLmOwfkr1V7D5m5uZLHoEJNQknImytLrxWLX2xmPgEkMVO5PmQkBJRFXSWSjudRHfjBB1YdOmTUNhYSFKS0vxl7/8Bb/4xS/wySefICOj6SEZbcXQ1Zm0YGoBopiTZHgcfeFx9K1bJwRsnmI4PEegaB7oihUeW2/UOvqGphTJQnHmDGN3m/eYEcKSQ92Tdm/JaU30qktmVCadjbLUsShNHYfy1LHwN/jdkXQVyTW74azZB1kE4LOkojJ5JL7v8+PTODMRdTYJCQkYNGgQBg0ahPPPPx+DBw/Gc889h6VLl0b1PAxdRBR9kgSvvTe89t5164SA1XscDs8RmDQ3hGSGx5YBt6MfvLZeKLH1QknGD43dLb6yetWw4GeH53CzQUxVHChPGW1M31CRMrrRoGpF8yC18gsk1B6GgIDHlonKlFERFwoQEQkh4PNF/7ZrDF1EFBuSBJ8tA74GV1CafWVIrD0Mk1oDIZuCc8I5+sNvTcfxnpNxvOfkun0DVUiu3mUEMVn3G+OxqpzDGl0wYvFXILXyc9h8J6BLJrgd/VCeMgal6efH5FsmovhzuVzYv3+/sVxUVITCwkKkpaUhPT0dDz30EH7yk5+gd+/eKCsrw5NPPonvv/8eP//5z6PeFoYuIoqrgDUdFdb0iHWmQBUSqg/BolZBQIHfkgpX4pkImJNRmn4BStMvaPJYDs/3SKncCXOgCprJjurEwTjWc0r3noSUqB2ZUlMhWSwxnZHelNq6ITb5+fmYNm2asZyXlwcAmDdvHp566il88803WLt2LUpLS5Geno7x48fjgw8+wPDhw6PadoChi4g6INWcjKqUyC4/RXUh2bUPFn8lAAn+0IUnzpp9UHQPAqZkVCUPx9HMiznonShGzH36YOCmf3Xoey9OnToVQohmt7/xxhun26wWY+giok5BMyWiKqnBO0+hoyrp7Pg0iIgABINXZ70XYqzxfixE1HnxllJE1InwFYuIiIgoBhi6iIiIiGKAoYuIiIgoBhi6iIiIiGKAoYuIiIgoBhi6iIiIiGKA83QRERFRm9WUe+F1BWJyLluiGc40W0zO1R4YuoiIiKhNasq9+Ntvd0BT9ZicTzHJuOrB81sVvLZt24ZHH30UBQUFKC4uxvr165Gbm9vkvjfccAOeeeYZPP7447jtttui0+h62L1IREREbeJ1BWIWuABAU/VWV9XcbjdGjRqFlStXnnS/N998E5988gn6tOPs+qx0ERERUZeVk5ODnJyck+5z5MgRLF68GO+88w5mz57dbm1hpYuIiIi6LV3Xcc011+COO+7A8OHDT/2A09DiSld1dXWL9ktKSmpzY4iIiIhi6eGHH4bJZMItt9zS7udqcehKSUmBJEnNbhdCQJIkaJoWlYYRERERtaeCggL88Y9/xGeffXbSjBMtLQ5d77//fnu2g4iIiCimPvjgAxw/fhzZ2dnGOk3T8Otf/xorVqzAwYMHo3q+FoeuKVOmRPXERERERPF0zTXXYPr06RHrZs6ciWuuuQYLFiyI+vlaHLpeffVV5ObmwmKxAAAOHjyIvn37QlEUAEBtbS1WrlyJO++8M+qNJCIiImoLl8uF/fv3G8tFRUUoLCxEWloasrOzkZ6eHrG/2WxGZmYmhg4dGvW2tPjqxSuuuAKVlZXG8siRI/Hdd98ZyzU1NVi6dGlUG0dEREQdly3RDMUUu4kQFJMMW6K5VY/Jz8/HmDFjMGbMGABAXl4exowZg9/+9rft0cSTanGlSwhx0mUiIiLqXpxpNlz14Pkd+jZAU6dObVVmifY4rvo4OSoRERG1mTPN1qnvhxhLnByViIiIKAZaVel65513kJycDCA4g+u///1vfPXVVwAQMd6LiIiIiCK1KnTNmzcvYvmGG26IWI7FxGJEREREnVGLQ5eux+4u4kRERERdTYvHdC1cuBA1NTXt2RYiIiKiLqvFoWvt2rXweDxRPfmqVaswcuRIJCUlISkpCRdccAH+9a9/RfUcRERERB1Bi0NXe8zLlZWVheXLlyM/Px/5+fn44Q9/iEsvvRRff/111M9FREREFE+tGkgf7YHyl1xyScTyQw89hFWrVmHHjh0YPnx4VM9FREREFE+tCl1Dhgw5ZfAqLy9vU0M0TcNrr70Gt9uNCy64oMl9fD4ffD6fsVxdXd2mcxEREVF0+GoDCPjVmJzLbDHB6mjdbYA6klaFrgceeMCYpytadu7ciQsuuABerxeJiYlYv349zj777Cb3XbZsGR544IGonp+IiIjaxlcbwGf/3g+hx+bWgJIs4dwfDWpV8Nq2bRseffRRFBQUoLi4GOvXr0dubm7EPrt378Zdd92FrVu3Qtd1DB8+HK+++iqys7Oj2v5Wha65c+ciIyMjqg0YOnQoCgsLUVlZiddffx3z5s3D1q1bmwxeS5cuRV5enrFcXV2Nvn37RrU9RERE1DIBvxqzwAUAQhcI+NVWhS63241Ro0ZhwYIFuPzyyxtt//bbbzFp0iRcd911RnFp9+7dsNmif2ujFoeu9pr41GKxYNCgQQCAcePG4dNPP8Uf//hHPP300432tVqtsFqt7dIOIiIi6npycnKQk5PT7PZ7770Xs2bNwiOPPGKsO/PMM9ulLXG9erG589Qft0VERETUHnRdxz/+8Q8MGTIEM2fOREZGBiZMmIA333yzXc7X4tCl63rUuxbvuecefPDBBzh48CB27tyJe++9F1u2bMFVV10V1fMQERERNXT8+HG4XC4sX74cF198Md5991389Kc/xWWXXYatW7dG/XytGtMVbceOHcM111yD4uJiJCcnY+TIkdi0aRMuuuiieDaLiIiIuoHwLQ4vvfRS3H777QCA0aNH46OPPsJTTz2FKVOmRPV8cQ1dzz33XDxPT0RERN1Yjx49YDKZGl28N2zYMGzfvj3q52tx9yIRERFRV2KxWDB+/Hjs2bMnYv3evXvRr1+/qJ8vrpUuIiIiovbkcrmwf/9+Y7moqAiFhYVIS0tDdnY27rjjDsyZMweTJ0/GtGnTsGnTJrz11lvYsmVL1NvC0EVERERtYraYIMlSTCdHNVtaF13y8/Mxbdo0Yzk83+e8efOwZs0a/PSnP8VTTz2FZcuW4ZZbbsHQoUPx+uuvY9KkSVFtO8DQRURERG1kdZhx7o8GdejbAE2dOvWU014tXLgQCxcuPJ2mtQhDFxEREbWZ1WHu1PdDjCUOpCciIiKKAYYuIiIiohhg6CIiIiKKAYYuIiIiohhg6CIiIiKKAYYuIiIiohhg6CIiIiKKAYYuIiIiohjg5KhERETUZtWlx+Gpro7JuexJSUjqkRGTc7UHhi4iIiJqk+rS43j+thugBQIxOZ9iNmPhiqdbFby2bduGRx99FAUFBSguLsb69euRm5trbJckqcnHPfLII7jjjjtOt8kR2L1IREREbeKpro5Z4AIALRBodVXN7XZj1KhRWLlyZZPbi4uLIz6ef/55SJKEyy+/PBpNjsBKFxEREXVZOTk5yMnJaXZ7ZmZmxPKGDRswbdo0nHnmmVFvC0MXEREREYBjx47hH//4B9auXdsux2f3IhERERGAtWvXwul04rLLLmuX4zN0EREREQF4/vnncdVVV8Fms7XL8dm9SERERN3eBx98gD179uCVV15pt3Ow0kVERETd3nPPPYexY8di1KhR7XYOVrqIiIioy3K5XNi/f7+xXFRUhMLCQqSlpSE7OxsAUF1djddeew3/93//165tYegiIiKiNrEnJUExm2M6Oao9KalVj8nPz8e0adOM5by8PADAvHnzsGbNGgDAunXrIITAFVdcEbW2NoWhi4iIiNokqUcGFq54ukPfBmjq1KkQQpx0n+uvvx7XX3/96TStRRi6iIiIqM2SemR06vshxhIH0hMRERHFAEMXERERUQwwdBERERHFAEMXERERUQwwdBERERHFAEMXERERUQwwdBERERHFAEMXERERUQxwclQiIiJqM7XSC92txuRccoIJphRbTM7VHhi6iIiIqE3USi9K/jcfUE9+m52oMUnI/J9xrQpe27Ztw6OPPoqCggIUFxdj/fr1yM3NNba7XC7cfffdePPNN1FWVob+/fvjlltuwU033RT15rN7kYiIiNpEd6uxC1wAoIpWV9XcbjdGjRqFlStXNrn99ttvx6ZNm/DXv/4Vu3fvxu23344lS5Zgw4YN0WhxBFa6iIiIqMvKyclBTk5Os9s//vhjzJs3D1OnTgUQvPn1008/jfz8fFx66aVRbQsrXURERNRtTZo0CRs3bsSRI0cghMD777+PvXv3YubMmVE/FytdRERE1G098cQT+NWvfoWsrCyYTCbIsoxnn30WkyZNivq5GLqIiIio23riiSewY8cObNy4Ef369cO2bdtw8803o3fv3pg+fXpUz8XQRURERN2Sx+PBPffcg/Xr12P27NkAgJEjR6KwsBD/+7//G/XQxTFdRERE1C0FAgEEAgHIcmQcUhQFuq5H/XysdBEREVGX5XK5sH//fmO5qKgIhYWFSEtLQ3Z2NqZMmYI77rgDdrsd/fr1w9atW/HCCy/gsccei3pb4lrpWrZsGcaPHw+n04mMjAzk5uZiz5498WwSERERtZCcYAJMUuxOaJKC52yF/Px8jBkzBmPGjAEA5OXlYcyYMfjtb38LAFi3bh3Gjx+Pq666CmeffTaWL1+Ohx56CDfeeGP0mx/1I7bC1q1bsWjRIowfPx6qquLee+/FjBkzsGvXLiQkJMSzaURERHQKphQbMv9nXIe+DdDUqVMhRPMTuGZmZmL16tWn27QWiWvo2rRpU8Ty6tWrkZGRgYKCAkyePDlOrSIiIqKWMqXYgJR4t6Jz6FBjuqqqqgAAaWlpTW73+Xzw+XzGcnV1dUzaRURERHS6OszVi0II5OXlYdKkSRgxYkST+yxbtgzJycnGR9++fWPcSiIiIqK26TCha/Hixfjyyy/x8ssvN7vP0qVLUVVVZXwcPnw4hi0kIiIiarsO0b24ZMkSbNy4Edu2bUNWVlaz+1mtVlit1hi2jIiIiCg64hq6hBBYsmQJ1q9fjy1btmDAgAHxbA4RERFRu4lr6Fq0aBFeeuklbNiwAU6nEyUlJQCA5ORk2O32eDaNiIiIKKriOqZr1apVqKqqwtSpU9G7d2/j45VXXolns4iIiIiiLu7di0RERETdQYcYSE9ERESdk/D4IfxaTM4lWRRIdktMztUeGLqIiIioTYTHD9+2vYAeo54rWYJ18pBWBa9t27bh0UcfRUFBAYqLi7F+/Xrk5uYa248dO4a77roL7777LiorKzF58mT86U9/wuDBg6Pf/KgfkYiIiLoF4ddiF7gAQBetrqq53W6MGjUKK1eubLRNCIHc3FwcOHAAGzZswOeff45+/fph+vTpcLvd0Wq1gZUuIiIi6rJycnKQk5PT5LZ9+/Zhx44d+OqrrzB8+HAAwJNPPomMjAy8/PLL+OUvfxnVtrDSRURERN1S+H7ONpvNWKcoCiwWC7Zv3x718zF0ERERUbd01llnoV+/fli6dCkqKirg9/uxfPlylJSUoLi4OOrnY+giIiKibslsNuP111/H3r17kZaWBofDgS1btiAnJweKokT9fBzTRURERN3W2LFjUVhYiKqqKvj9fvTs2RMTJkzAuHHjon4uVrqIiIio20tOTkbPnj2xb98+5Ofn49JLL436OVjpIiIioi7L5XJh//79xnJRUREKCwuRlpaG7OxsvPbaa+jZsyeys7Oxc+dO3HrrrcjNzcWMGTOi3haGLiIiImoTyaIAshTTyVElS+vGWuXn52PatGnGcl5eHgBg3rx5WLNmDYqLi5GXl4djx46hd+/euPbaa3HfffdFtdlhDF1ERETUJpLdAuvkIR36NkBTp0496b2eb7nlFtxyyy2n27QWYegiIiKiNpPsFkj2eLeic+BAeiIiIqIYYOgiIiIiigGGLiIiIqIYYOgiIiIiigGGLiIiIqIYYOgiIiIiigGGLiIiIqIY4DxdRERE1GaVlZWora2NybkcDgdSUlJicq72wNBFREREbVJZWYmVK1dCVdWYnM9kMmHx4sWdNnixe5GIiIjapLa2NmaBCwBUVW11VW3ZsmUYP348nE4nMjIykJubiz179kTsI4TA/fffjz59+sBut2Pq1Kn4+uuvo9l0AAxdRERE1IVt3boVixYtwo4dO7B582aoqooZM2bA7XYb+zzyyCN47LHHsHLlSnz66afIzMzERRddhJqamqi2hd2LRERE1GVt2rQpYnn16tXIyMhAQUEBJk+eDCEEVqxYgXvvvReXXXYZAGDt2rXo1asXXnrpJdxwww1RawsrXURERNRtVFVVAQDS0tIAAEVFRSgpKcGMGTOMfaxWK6ZMmYKPPvooqudm6CIiIqJuQQiBvLw8TJo0CSNGjAAAlJSUAAB69eoVsW+vXr2MbdHC7kUiIiLqFhYvXowvv/wS27dvb7RNkqSIZSFEo3Wni5UuIiIi6vKWLFmCjRs34v3330dWVpaxPjMzEwAaVbWOHz/eqPp1uljpImoDn6qhxhdAjVdFjS8Av6bDZlJgM8mwmU2wmeXgslmBSeZ7GyKieBFCYMmSJVi/fj22bNmCAQMGRGwfMGAAMjMzsXnzZowZMwYA4Pf7sXXrVjz88MNRbQtDFxGCv5TegIYaXzBEBT9U1HiDX7vqrXf5VPg1vcXHNsmSEcAaf5abWd94P4XhjYio1RYtWoSXXnoJGzZsgNPpNCpaycnJsNvtkCQJt912G/7whz9g8ODBGDx4MP7whz/A4XDgyiuvjGpbGLqoy9KFQK1fRY1PhSscpLwNQpUvENqmQtNFq45vUWQkWk1wWs1QZAl+VYdf0+BVdXgDmhHMVF3A5Vfh8p/eBIJmRQ6GtFMGNCWi0lb/s9WkQJGjO0aBiLovh8MBk8kU0xnpHQ5Hqx6zatUqAMDUqVMj1q9evRrz588HANx5553weDy4+eabUVFRgQkTJuDdd9+F0+mMRrMNkhCidX9pOpDq6mokJyejqqoKSUlJUTnmu1+XYNvucqTYLEhzWJBst0CO8kA6ajtNF3D561WevPUClbEu+LXbH0ArcxRsJgVOqwkJVhPsZhMsigxZCg6wFEJA0wX8mg6vqqHWH+xi9AS0iGMokgSbWYFVkWA1KzDLMsyKDEWWoMgSZEmChLqfKV0ICAiouoCq6QhoAj41GN58qtaqqlpLWJR61TWTDIfFhFSHBal2C1LsVqSFvk62m1ld6+L00M+0pgtoDb7WdQFV142v628P/1pJAIIvjxIkKbSM4Mq6bYBUbzukuuVG2xD8XYt4rCQ13tbgvKFTIvyb1fCx9c8ryxJMod/DzmjKiDSkJZqjcqyT/Q31er0oKirCgAEDYLPZTnoc3nux5c8XK10NrP7wID4+UGYsy5KEVHswgKU5gn+Q0hKsxnKSzdxpf3k7Ck0XddUnbyCii89Vr4uvxqei1q+ite8SHGYFTpsZCRYT7KEQJMkSJAEj7PhVHR5VhdunodoXwAm3r+3fjxBw+1W4AcATaPNxlFC3pNNqglVRYDLJsMgyFCX4c6mEwlvw+RDQRd0fUVUX8GsafKHg5g1oCIQSqF/T4dd0VOPkbZMAJNvNSLFbkGq3GsHM+Gy3wG7hS0hLaboerHh6VdT4A/AGtGYDT91nvUEIEnVB6SSBSQvtp4Ye31y46rTvuKPAJEswKzJMsgyzEvzaLMsw1fs6uD20rDRYDm+P2F8KHS/8UW9ZlmBS5C759yIlJaVDBqGOiK+YDYzJTsF3pbXwqRoqPAHoQqCs1oeyWh+AxrcDUCQJqY76oawukKUlWOC0dt9QpukCLl8AVd4AqkMfVV5/va+Dn12+QKte/CUACaFuvQSLCTaTHHwxC76VDf6x0YKhw+PX4AqoKHf7cKzG217farvQ9FB485/eccxysOKWpMiwmhTjD4VJClbfIAEQAqoO+DUNNV4VlV4/NF2g0hNApSeAg3A3eWybSUGqwxIKZpZGwSzJZunS3ZnBCyrqqq0uo8u68Wf3aXYvx4oiBwN9uDLb8GtZClaXwn0kAsExkWFCwPh9FqIu2Omhfeq2C+MYwfcDInSsyMfWnUc03mZsFxHnbQlVF1B1DYB2yn2jSZElI6DVBbnQshHkgiGtUdBTZJw3NBlAdCpdFHsMXQ3cefFZeOmTQ6j0BGA3yUi2W5FgMcGsyJAkCZquw6fqqPEFUOnxQxMCpW4fSt1NhzKTHA5lkYEsPfQ50WqK+jwg7S0cpqp9AVR5gp+rPf4G4ap1YUqWAKfVjESrCQ6LCTaTApMshZ4bAV0HAnqwauPxa3D5VRyv8ULrvL3jMRPQBQI+Fa5WPMZmktHDYUWCVYFZUaBIEnQhENB01AY0VHsDcPtVeFUNxdUeFFd7mjyOLAHJNgtSQiEsLSKgWZFqt8BmVqLzjUZBeBzgycJTWy+oAIL5NtFqQqLVDKspWPUIfsAIMxKCy/W76YwHA8E3FwgGjPC2+iEnvFwXWoKfdRGshkIIaKGqqAh91iMqZIAmdKMaFqj3dVt/25rrhgy/9jXVHVi/mzH4GDnURXiKY9U/r9R4mxR6zuu6+wFFkiHJwTmUJEmK6NIMiwyBdc+hHnpu1NDzF9B0qMZnHQFNjxjmEHwuNXjbmMFvmX4mkHry7j7quBi6TsKj6vCcpDriMCtItpvhCI39AYJdS15VQ7VXRZXHD1UXOOHy4YSr6e4qsyIj1W5BekIwhKUaoSwY0BIssQtlugh280VUojz+unDlDQasGm/rw1RSqHvPagr+AQ++UxYI6AK+gAZ3aMB7cbWn1eOwKPq8qg6vy4vmkpoiSUi1m5FoNRvTYkgA1HpvSqo8AWhCoMLjR4XHj6JmzmU3KxHVsWBAsxoB7XS78FVND1aj/MGf3cYBSjUupmjLOECzLCEx9IbBbjbBapKNsXtA8I+sqmnwajpq/Srcfg3HarxG5ac7qB9WIl88uuZzIEuSUbmym00wyYBJDla0ZFmCSQJkWTZeC+sH7nCwDKsf9lRdR4W37UMWKP4Yuk5DbUBDbaD50nSCRUGyzQKHJTiOCFLwBdgTqhRUewMIaDqOu7w47mo63FkUOXI8WbhiFgppDrNyylCmCwGXT22ia88f0c3XmjAlAUiymYNdfNZgZSr8jl0IYQwGD4ep7ytru+jLa/cUDFMBVJxkzFq4Uuwwm2AJVXWMaplfQ5XXj9qABk9AgyfgwdFmq2USUuzmiOpYisOCNLsFFpPcZHgyrkr1BqtxreUwK0i01hsHqER2q4UrGV5Vg9sXvDK1wnOa/cDUZehCwKcK+BDdi2AAdKjKMLUeQ1c7cvs1uP1N/yGRACRaTEiym2E3m2BWgsFJbRDK/JqOkhovSpqpuFlNckQgs5sV1PhUI1BVhwaht/TduwTAaTMjKfQHx2qWjSpGeKxU8Mq9YJg6UsUwRU07VaVYkSWk2S1ItJpgNQe7k4HgG5PwnGlVXj90IVBe60d5rR8oa00naR1ZkuC0moLd1+ZgxdWkSEZ3kx7qHvIFghcdhENUc2+GiIjagqErTgSAGr+KmmYG10oAkqwmJNkssIdnNZeCoccTCFYJanwqfKp+0jE19Y+XaDUj2ejmq+sC0UWwC8anBd+1M0xRLGi6QLnHj/KTVIgcZgVJNjMclrrpO7TQ+D63Pzi3WrgaZak3RkqExi/5NR3+UMXV5VdxtMrDn2siihuGrg5KAKj2qaj2NR/Kkm1mOG1m2E3B7g8hAFmWYA0N+tdFeIxNKEz5VRytruWYKeo0TtWFL0tS6CIWIqKOj6GrkxIAqkLjsYi6q+40GJ2oo/J6j8IfKI/JuSzmNNhsfWJyrvbA0EVERERt4vUexcc7pkPXY1NxlmUrLjj/vU4bvHiPDyIiImoTf6A8ZoELAHTd1+qq2rJlyzB+/Hg4nU5kZGQgNzcXe/bsidjnjTfewMyZM9GjRw9IkoTCwsIotrpOXEPXtm3bcMkll6BPnz6QJAlvvvlmPJtDREREXczWrVuxaNEi7NixA5s3b4aqqpgxYwbc7ro7bbjdblx44YVYvnx5u7Ylrt2Lbrcbo0aNwoIFC3D55ZfHsylERETUBW3atCliefXq1cjIyEBBQQEmT54MALjmmmsAAAcPHmzXtsQ1dOXk5CAnJyeeTSAiIqJupKqqCgCQlpYW83N3qoH0Pp8PPl9d33F1dXUcW0NERESdiRACeXl5mDRpEkaMGBHz83eqgfTLli1DcnKy8dG3b994N4mIiIg6icWLF+PLL7/Eyy+/HJfzd6rQtXTpUlRVVRkfhw8fjneTiIiIqBNYsmQJNm7ciPfffx9ZWVlxaUOn6l60Wq2wWq3xbgYRERF1EkIILFmyBOvXr8eWLVswYMCAuLWlU4UuIiIiotZYtGgRXnrpJWzYsAFOpxMlJSUAgOTkZNjtdgBAeXk5Dh06hKNHjwKAMY9XZmYmMjMzo9aWuHYvulwuFBYWGpOQFRUVobCwEIcOHYpns4iIiKgFLOY0yHLseqBk2QqLuXVXHa5atQpVVVWYOnUqevfubXy88sorxj4bN27EmDFjMHv2bADA3LlzMWbMGDz11FNRbX9cK135+fmYNm2asZyXlwcAmDdvHtasWROnVhEREVFL2Gx9cMH573Xoey+KFtyjdf78+Zg/f34bW9VycQ1dU6dObdGTQURERB2Tzdan094LMdY61dWLRERERJ0VQxcRERFRDDB0EREREcUAQxcRERFRDDB0EREREcUAQxcRERFRDDB0EREREcUAbwNEREREbRYIVEPTPDE5l6LYYTYnxeRc7YGhi4iIiNokEKjGoUOrIYQWk/NJkoLs7AWdNnixe5GIiIjaRNM8MQtcACCE1uqq2rJlyzB+/Hg4nU5kZGQgNzfXuKE1AAQCAdx1110455xzkJCQgD59+uDaa681bn4dTQxdRERE1GVt3boVixYtwo4dO7B582aoqooZM2bA7XYDAGpra/HZZ5/hvvvuw2effYY33ngDe/fuxU9+8pOot4Xdi0RERNRlbdq0KWJ59erVyMjIQEFBASZPnozk5GRs3rw5Yp8//elPOO+883Do0CFkZ2dHrS2sdBEREVG3UVVVBQBIS0s76T6SJCElJSWq52boIiIiom5BCIG8vDxMmjQJI0aMaHIfr9eLu+++G1deeSWSkqI7YJ/di0RERNQtLF68GF9++SW2b9/e5PZAIIC5c+dC13U8+eSTUT8/QxcRERF1eUuWLMHGjRuxbds2ZGVlNdoeCATwi1/8AkVFRfjPf/4T9SoXwNBFREREXZgQAkuWLMH69euxZcsWDBgwoNE+4cC1b98+vP/++0hPT2+XtjB0ERERUZe1aNEivPTSS9iwYQOcTidKSkoAAMnJybDb7VBVFT/72c/w2Wef4e2334amacY+aWlpsFgsUWsLQxcRERG1iaLYIUlKTGekVxR7qx6zatUqAMDUqVMj1q9evRrz58/H999/j40bNwIARo8eHbHP+++/3+hxp4Ohi4iIiNrEbE5CdvaCDn3vRSHESbf379//lPtEC0MXERERtZnZnNRp74UYa5yni4iIiCgGGLqIiIiIYoChi4iIiCgGGLqIiIiIYoChi4iIiCgGGLqIiIiIYoChi4iIiCgGOE8XERERtdn3Xj/KA2pMzpVmNiHLFr3b8sQaQxcRERG1yfdePy78ZDd8emxmdLfKEj6cMKzTBi92LxIREVGblAfUmAUuAPDpotVVtWXLlmH8+PFwOp3IyMhAbm4u9uzZ02i/3bt34yc/+QmSk5PhdDpx/vnn49ChQ9FqOgCGLiIiIurCtm7dikWLFmHHjh3YvHkzVFXFjBkz4Ha7jX2+/fZbTJo0CWeddRa2bNmCL774Avfddx9sNltU28LuRSIiIuqyNm3aFLG8evVqZGRkoKCgAJMnTwYA3HvvvZg1axYeeeQRY78zzzwz6m1hpYuIiIi6jaqqKgBAWloaAEDXdfzjH//AkCFDMHPmTGRkZGDChAl48803o35uhi4iIiLqFoQQyMvLw6RJkzBixAgAwPHjx+FyubB8+XJcfPHFePfdd/HTn/4Ul112GbZu3RrV87N7kYiIiLqFxYsX48svv8T27duNdbquAwAuvfRS3H777QCA0aNH46OPPsJTTz2FKVOmRO38rHQRERFRl7dkyRJs3LgR77//PrKysoz1PXr0gMlkwtlnnx2x/7Bhw6J+9SIrXURERNRlCSGwZMkSrF+/Hlu2bMGAAQMitlssFowfP77RNBJ79+5Fv379otoWhi4iIiLqshYtWoSXXnoJGzZsgNPpRElJCQAgOTkZdrsdAHDHHXdgzpw5mDx5MqZNm4ZNmzbhrbfewpYtW6LaFnYvEhERUZukmU2wylLMzmeVJaSZW1cvWrVqFaqqqjB16lT07t3b+HjllVeMfX7605/iqaeewiOPPIJzzjkHzz77LF5//XVMmjQpqu1npYuIiIjaJMtmwYcThnXoey8K0bIZ8xcuXIiFCxe2pVktxtBFREREbZZls3TaeyHGGrsXiYiIiGKAoYuIiIgoBuIeup588kkMGDAANpsNY8eOxQcffBDvJhERERFFXVxD1yuvvILbbrsN9957Lz7//HP84Ac/QE5OTtQnIyMiIiKKt7iGrsceewzXXXcdfvnLX2LYsGFYsWIF+vbti1WrVsWzWURERERRF7erF/1+PwoKCnD33XdHrJ8xYwY++uijJh/j8/ng8/mM5fCdwqurq6PaNs3rhu6LzeWvRERELeWqqUZ1dXTqJeG/nS2dUoFOX9xCV2lpKTRNQ69evSLW9+rVy5gttqFly5bhgQceaLS+b9++7dJGIiKijuQHK6J/zJqaGiQnJ0f/wNRI3OfpkqTImWyFEI3WhS1duhR5eXnGsq7rKC8vR3p6erOPaa3q6mr07dsXhw8fRlJSUlSOSafG5z0++LzHB5/3+ODzHkkIgZqaGvTp0+e0juMKqPBqepRadXI2RUZiK2ek70ji1vIePXpAUZRGVa3jx483qn6FWa1WWK3WiHUpKSnt0r6kpCT+UsYBn/f44PMeH3ze44PPe53TrXC5Aire+O44tBj1UCoScFm/jE4bvOI2kN5isWDs2LHYvHlzxPrNmzdj4sSJcWoVERERtZRX02MWuABAE2h1VW3ZsmUYP348nE4nMjIykJubiz179kTsc+zYMcyfPx99+vSBw+HAxRdfjH379kWz6QDifPViXl4enn32WTz//PPYvXs3br/9dhw6dAg33nhjPJtFREREXcTWrVuxaNEi7NixA5s3b4aqqpgxYwbcbjeAYDdrbm4uDhw4gA0bNuDzzz9Hv379MH36dGOfaIlrfW7OnDkoKyvDgw8+iOLiYowYMQL//Oc/0a9fv7i1yWq14ne/+12jbkxqX3ze44PPe3zweY8PPu/d06ZNmyKWV69ejYyMDBQUFGDy5MnYt28fduzYga+++grDhw8HEJy4PSMjAy+//DJ++ctfRq0tkuC1okRERFSP1+tFUVGRcceY5pR6/XjrcGkMWwZc0rcHepzGDbb379+PwYMHY+fOnRgxYgR27tyJkSNHYv/+/Rg4cKCxX+/evTFz5kysWbPmlMds6fMV99sAEREREcWCEAJ5eXmYNGkSRowYAQA466yz0K9fPyxduhQVFRXw+/1Yvnw5SkpKUFxcHNXzM3QRERFRt7B48WJ8+eWXePnll411ZrMZr7/+Ovbu3Yu0tDQ4HA5s2bIFOTk5UBQlqufvnNdcEhEREbXCkiVLsHHjRmzbtg1ZWVkR28aOHYvCwkJUVVXB7/ejZ8+emDBhAsaNGxfVNrDSRURERF2WEAKLFy/GG2+8gf/85z8YMGBAs/smJyejZ8+e2LdvH/Lz83HppZdGtS2sdBEREVGXtWjRIrz00kvYsGEDnE6nMSl7cnIy7HY7AOC1115Dz549kZ2djZ07d+LWW29Fbm4uZsyYEdW2MHQRERFRm9gUGYqEmM5Ib1Na10m3atUqAMDUqVMj1q9evRrz588HABQXFyMvLw/Hjh1D7969ce211+K+++6LRpMjcMqIJoSfkmjdz5Goo3jttdfw5ptvIhAIYPr06bj++uvj3SQi6oBaOgUCwHsvAi1/vjpey+PohRdewKOPPmpM/T9kyBDccccduOaaa+Lcsq7rs88+g9lsxjnnnAMA2LBhA1avXo2zzz4b999/PyyWts/FQpGeeeYZ3HjjjRg8eDBsNhtef/11FBUVYdmyZfFuWpfHsBtflZWVeO6557B7925IkoRhw4bhuuuuO+37DlJQotmERHO8W9E5cCB9yGOPPYabbroJs2bNwquvvopXXnkFF198MW688UY8/vjj8W5el3XDDTdg7969AIADBw5g7ty5cDgceO2113DnnXfGuXVdy5/+9Cfce++92LNnD7744gs899xzWLlyZbyb1eU988wzmDNnDvLz87Fnzx7cdNNNWLp0abyb1W3k5+dj4MCBePzxx1FeXo7S0lI8/vjjGDhwID777LN4N4+6G0FCCCH69+8v1q5d22j9mjVrRP/+/ePQou4hKSlJ7N+/XwghxPLly8WMGTOEEEJs375dZGVlxbNpXY7D4RDffvutsayqqjCbzaK4uDiOrer6RowYIX7zm98Yy6tXrxaJiYlxbFH3MmnSJDF//nwRCASMdYFAQMybN0/84Ac/iGPLOjaPxyN27dolPB5PvJvSKbT0+WKlK6S4uBgTJ05stH7ixIlRn5GW6gghoOvBsQDvvfceZs2aBQDo27cvSktje2uJrs7j8SAxMdFYVhQFVqsVtbW1cWxV13fgwAEsWLDAWL7mmmvg8/mMK6iofeXn5+Ouu+6CyVQ3msZkMuHOO+9Efn5+HFtG3RHHdIUMGjQIr776Ku65556I9a+88goGDx4cp1Z1fePGjcPvf/97TJ8+HVu3bjWuMikqKkKvXr3i3Lqu59lnn40IXqqqYs2aNejRo4ex7pZbbolH07osht34SkpKwqFDh3DWWWdFrD98+DCcTmecWtV5CF5r1yItfZ4YukIeeOABzJkzB9u2bcOFF14ISZKwfft2/Pvf/8arr74a7+Z1WStWrMBVV12FN998E/feey8GDRoEAPj73//eZOWR2i47Oxt/+ctfItZlZmbixRdfNJYlSWLoagcMu/EzZ84cXHfddfjf//1fTJw40Xhtv+OOO3DFFVfEu3kdltkcHBlfW1trzGVFzQu/iQo/b83hlBH1FBQU4PHHH8fu3bshhMDZZ5+NX//61xgzZky8m9bteL1eKIpyyh9goo6uf//+p5x+RpIkHDhwIEYt6l78fj/uuOMOPPXUU1BVFUIIWCwW3HTTTVi+fDmsVmu8m9hhFRcXo7KyEhkZGXA4HJxGqQlCCNTW1uL48eNISUlB7969T7o/Qxd1CAUFBRGXc5977rnxbhIRdSG1tbX49ttvIYTAoEGD4HA44t2kDk8IgZKSElRWVsa7KR1eSkoKMjMzT/0Gi6EriPNFxcfx48cxZ84cbN26FSkpKRBCoKqqCtOmTcO6devQs2fPeDexy3jhhRdatN+1117bzi0han8LFy5s0X7PP/98O7ek89M0DYFAIN7N6LDMZjMURWnRvgxdIePHj8fdd9+Nyy+/HAcOHMDZZ5+Nyy67DJ9++ilmz56NFStWxLuJXdKcOXPw7bff4sUXX8SwYcMAALt27cK8efMwaNAgvPzyy3FuYdchyzISExNhMpmaHfQpSRLKy8tj3LKubdasWXj55ZeNiTgfeughLFq0CCkpKQCAsrIy/OAHP8CuXbvi2MquR5Zl9OvXD2PGjDnpIOf169fHsFXU3TF0hSQnJ+Ozzz7DwIED8fDDD+M///kP3nnnHXz44YeYO3cuDh8+HO8mdknJycl47733MH78+Ij1//3vfzFjxgyWtaNo+PDhOHbsGK6++mosXLgQI0eOjHeTugVFUVBcXIyMjAwAwavpCgsLceaZZwIAjh07hj59+kDTtHg2s8u5+eabsW7dOmRnZ2PhwoW4+uqrkZaWFu9mUTfHebpCOF9UfOi63uRgebPZbPx7UHR8/fXX+Mc//gGPx4PJkydj3LhxWLVqFaqrq+PdtC6t4ftavs+NjSeffBLFxcW466678NZbb6Fv3774xS9+gXfeeYf/BhQ3DF0h4fmiXnzxRWzduhWzZ88GwPmi2tsPf/hD3HrrrTh69Kix7siRI7j99tvxox/9KI4t65omTJiAp59+GsXFxbjlllvw6quvonfv3rjqqqvg8/ni3TyiqLJarbjiiiuwefNm7Nq1C8OHD8fNN9+Mfv36weVyxbt51A0xdIWsWLECn332GRYvXsz5omJo5cqVqKmpQf/+/TFw4EAMGjQIAwYMQE1NDZ544ol4N6/LstvtuPbaa/HAAw/gvPPOw7p16zhZZzuRJKnRFU289D72wv8O9Xs1iGKNY7pOgfNFxcZ7770XMT/a9OnT492kLuvIkSNYu3YtVq9eDbfbbYzxajhjN0WHLMvIyckx5oN666238MMf/hAJCQkAAJ/Ph02bNnFMVzvw+Xx444038Pzzz2P79u348Y9/jAULFuDiiy+GLLPmQLHH0EVxwSu6Yu/VV1/F6tWrsXXrVsycORMLFizA7NmzW3ypM7XN/PnzW1TZWr16dQxa033UH0i/YMECXH311UhPT493s6ibY+gK0TQNjz/+OF599VUcOnQIfr8/Yjsvo48uXtEVe7IsIzs7G1ddddVJxynydjTUFYR/3seMGXPS0PvGG2/EsFXU3fHeiyEPPPAAnn32WeTl5eG+++7Dvffei4MHD+LNN9/Eb3/723g3r8vhFV2xl52dDUmS8NJLLzW7D++9GH0tmaRTkiQ899xzMWhN93Httddy7Bx1OKx0hQwcOBBPPPEEZs+eDafTicLCQmPdjh07TvqHilpPlmWUlJQYlS6n04kvvviClS7qcjhJJxGFsdIVUlJSYtwCKDExEVVVVQCAH//4x7jvvvvi2bQuiVd0xZ7X68V7772HH//4xwCApUuXRkwTYTKZ8OCDD8Jms8WriV3SjTfeiHXr1uHAgQOcpJOom2PoCsnKykJxcTGys7MxaNAgvPvuuzj33HPx6aef8i707UAIgfnz5xvPrdfrxY033hhxRRdF19q1a/H2228boWvlypUYPnw47HY7AOCbb75BZmYm8vLy4tnMLufJJ5/E448/blxFt3TpUsyePRvXXXcdZsyYwTcbRN0IuxdD7r77biQlJeGee+7B3//+d1xxxRXo378/Dh06hNtvvx3Lly+PdxO7lAULFrRoP17RFT2TJ0/G7bffjp/+9KcAGnfp/vWvf8Wf//xnfPzxx/FsZpf33XffYc2aNXjhhRcQCASwa9cuJCYmxrtZRBQDrHSF1A9VP/vZz9C3b198+OGHGDRoEH7yk5/EsWVdE8NU7O3duxdDhgwxlm02W8RcReeddx4WLVoUj6Z1K5ykk6j74uxwIWVlZcbXhw8fxj/+8Q8UFxcb80YRdXZVVVUwmereZ504cQL9+/c3lnVdZ7duO/H5fHj55Zdx0UUXYejQodi5cydWrlyJQ4cOscpF1I10+0rXzp07cckll+Dw4cMYPHgw1q1bh4svvhhutxuyLOPxxx/H3//+d+Tm5sa7qUSnJSsrC1999RWGDh3a5PYvv/wSWVlZMW5V19dwks5169Zxkk6ibqrbj+nKycmByWTCXXfdhb/+9a94++23MWPGDDz77LMAgCVLlqCgoAA7duyIc0uJTs+tt96K9957DwUFBY2uUPR4PBg3bhymT5+OP/7xj3FqYdfESTqJKKzbh64ePXrgP//5D0aOHAmXy4WkpCT897//xbhx4wAEr+g6//zzUVlZGd+GEp2mY8eOYfTo0bBYLFi8eDGGDBkCSZLwzTffYOXKlVBVFZ9//vlJZ6un1uNtgIgorNuHLk7SSd1JUVERbrrpJmzevNmYqFOSJFx00UV48sknjZ97IiKKvm4/pgtoPCkn582hrmrAgAHYtGkTysvLsX//fgDAoEGDOFknEVEMMHQBnKSTup20tDScd9558W4GEVG30u27FzlJJxEREcVCtw9dRERERLHAyVGJiIiIYoChi4iIiCgGGLqIiIiIYoChi4iIiCgGGLqImjF16lTcdttt8W5GhyRJEt58882oHOv+++/H6NGjo3Kstqj/vRw8eBCSJKGwsDBu7SGirouhi6gTWrNmDVJSUuJ2/uLiYuTk5ETlWP/zP/+Df//731E5Viz0798fK1asiHcziKgT4uSoRNRqmZmZUTtWYmIiEhMTo3Y8IqKOipUuopPQdR133nkn0tLSkJmZifvvvz9ie1VVFa6//npkZGQgKSkJP/zhD/HFF18Y28NdZ88//zyys7ORmJiIm266CZqm4ZFHHkFmZiYyMjLw0EMPRRz3sccewznnnIOEhAT07dsXN998M1wuFwBgy5YtWLBgAaqqqiBJEiRJMtpVUVGBa6+9FqmpqXA4HMjJycG+ffuM44YrZG+++SaGDBkCm82Giy66CIcPH444/6pVqzBw4EBYLBYMHToUL774YsT2ht2LR44cwZw5c5Camor09HRceumlOHjwoLF9y5YtOO+885CQkICUlBRceOGF+O677yKeo5bs25Tvv/8ec+fORVpaGhISEjBu3Dh88sknxva33noLY8eOhc1mw5lnnokHHngAqqo2e7yTmTp1Kr777jvcfvvtxnPvdruRlJSEv//97xH7vvXWW0hISEBNTY3Rbblu3TpMnDgRNpsNw4cPx5YtWyIes2vXLsyaNQuJiYno1asXrrnmGpSWlraprUTU8TB0EZ3E2rVrkZCQgE8++QSPPPIIHnzwQWzevBkAIITA7NmzUVJSgn/+858oKCjAueeeix/96EcoLy83jvHtt9/iX//6FzZt2oSXX34Zzz//PGbPno3vv/8eW7duxcMPP4zf/OY32LFjh/EYWZbxxBNP4KuvvsLatWvxn//8B3feeScAYOLEiVixYgWSkpJQXFyM4uJi/M///A+A4C2t8vPzsXHjRnz88ccQQmDWrFkIBALGsWtra/HQQw9h7dq1+PDDD1FdXY25c+ca29evX49bb70Vv/71r/HVV1/hhhtuwIIFC/D+++83+RzV1tZi2rRpSExMxLZt27B9+3YkJibi4osvht/vh6qqyM3NxZQpU/Dll1/i448/xvXXX9/kPU5bsy8AuFwuTJkyBUePHsXGjRvxxRdf4M4774Su6wCAd955B1dffTVuueUW7Nq1C08//TTWrFnTKOS21BtvvIGsrCw8+OCDxnOfkJCAuXPnNrprxerVq/Gzn/0MTqfTWHfHHXfg17/+NT7//HNMnDgRP/nJT1BWVgYg2GU7ZcoUjB49Gvn5+di0aROOHTuGX/ziF21qKxF1QIKImjRlyhQxadKkiHXjx48Xd911lxBCiH//+98iKSlJeL3eiH0GDhwonn76aSGEEL/73e+Ew+EQ1dXVxvaZM2eK/v37C03TjHVDhw4Vy5Yta7Ytr776qkhPTzeWV69eLZKTkyP22bt3rwAgPvzwQ2NdaWmpsNvt4tVXXzUeB0Ds2LHD2Gf37t0CgPjkk0+EEEJMnDhR/OpXv4o49s9//nMxa9YsYxmAWL9+vRBCiOeee04MHTpU6LpubPf5fMJut4t33nlHlJWVCQBiy5YtTX5vv/vd78SoUaOEEOKU+zb09NNPC6fTKcrKyprc/oMf/ED84Q9/iFj34osvit69ezf5vRQVFQkA4vPPP2/2nP369ROPP/54xLpPPvlEKIoijhw5IoQQ4sSJE8JsNhvfR/i4y5cvNx4TCAREVlaWePjhh4UQQtx3331ixowZEcc9fPiwACD27NnT/JNARJ0GK11EJzFy5MiI5d69e+P48eMAgIKCArhcLqSnpxvjkhITE1FUVIRvv/3WeEz//v0jqh29evXC2WefDVmWI9aFjwsA77//Pi666CKcccYZcDqduPbaa1FWVga3291sW3fv3g2TyYQJEyYY69LT0zF06FDs3r3bWGcymTBu3Dhj+ayzzkJKSoqxz+7du3HhhRdGHPvCCy+MOEZ9BQUF2L9/P5xOp/EcpKWlwev14ttvv0VaWhrmz5+PmTNn4pJLLsEf//hHFBcXN3ms1uwLAIWFhRgzZgzS0tKabduDDz4Y8e/zq1/9CsXFxaitrW32uK113nnnYfjw4XjhhRcAAC+++CKys7MxefLkiP0uuOAC4+vwv0P4eS0oKMD7778f0dazzjoLACJ+noio8+JAeqKTMJvNEcuSJBldV7quo3fv3o3G5QCIuLKwqWOc7LjfffcdZs2ahRtvvBH/7//9P6SlpWH79u247rrrIroJGxLN3EZVCNGoe66p7rr66xpub+oYYbquY+zYsfjb3/7WaFvPnj0BBLvabrnlFmzatAmvvPIKfvOb32Dz5s04//zzGz2mNfva7fYm21S/bQ888AAuu+yyRttsNttJH9tav/zlL7Fy5UrcfffdWL16NRYsWNDsc1ZfeB9d13HJJZfg4YcfbrRP7969o9pWIooPVrqI2ujcc89FSUkJTCYTBg0aFPHRo0ePNh83Pz8fqqri//7v/3D++edjyJAhOHr0aMQ+FosFmqZFrDv77LOhqmrEIPKysjLs3bsXw4YNM9apqor8/Hxjec+ePaisrDSqKsOGDcP27dsjjv3RRx9FHKO+c889F/v27UNGRkaj5yE5OdnYb8yYMVi6dCk++ugjjBgxAi+99FKzz0FL9x05ciQKCwsjxtA1bNuePXsatWvQoEERlcbWaOq5B4Crr74ahw4dwhNPPIGvv/4a8+bNa7RP/XF7qqqioKDAeN7PPfdcfP311+jfv3+jtiYkJLSprUTUsTB0EbXR9OnTccEFFyA3NxfvvPMODh48iI8++gi/+c1vIkJNaw0cOBCqquJPf/oTDhw4gBdffBFPPfVUxD79+/eHy+XCv//9b5SWlqK2thaDBw/GpZdeil/96lfYvn07vvjiC1x99dU444wzcOmllxqPNZvNWLJkCT755BN89tlnWLBgAc4//3ycd955AIKDvdesWYOnnnoK+/btw2OPPYY33njDGKzf0FVXXYUePXrg0ksvxQcffICioiJs3boVt956K77//nsUFRVh6dKl+Pjjj/Hdd9/h3XffbRQEw1qzLwBcccUVyMzMRG5uLj788EMcOHAAr7/+Oj7++GMAwG9/+1u88MILuP/++/H1119j9+7dRvWsrfr3749t27bhyJEjEVcWpqam4rLLLsMdd9yBGTNmICsrq9Fj//znP2P9+vX45ptvsGjRIlRUVGDhwoUAgEWLFqG8vBxXXHEF/vvf/+LAgQN49913sXDhwiZDHhF1PgxdRG0kSRL++c9/YvLkyVi4cCGGDBmCuXPn4uDBg+jVq1ebjzt69Gg89thjePjhhzFixAj87W9/w7JlyyL2mThxIm688UbMmTMHPXv2xCOPPAIg2DU3duxY/PjHP8YFF1wAIQT++c9/RnRnOhwO3HXXXbjyyitxwQUXwG63Y926dcb23Nxc/PGPf8Sjjz6K4cOH4+mnn8bq1asxderUJtvrcDiwbds2ZGdn47LLLsOwYcOwcOFCeDweJCUlweFw4JtvvsHll1+OIUOG4Prrr8fixYtxww03NHmslu4LBKtO7777LjIyMjBr1iycc845WL58ORRFAQDMnDkTb7/9NjZv3ozx48fj/PPPx2OPPYZ+/fq16t+kvgcffBAHDx7EwIEDje7TsOuuuw5+v98IUg0tX74cDz/8MEaNGoUPPvgAGzZsMKqiffr0wYcffghN0zBz5kyMGDECt956K5KTk9tclSOijkUSzQ0EIaIuZ82aNbjttttQWVkZ76Z0SX/7299w66234ujRo7BYLMb6gwcPYsCAAfj888/jessjIoovDqQnIjpNtbW1KCoqwrJly3DDDTdEBC4iojDWrImITtMjjzyC0aNHo1evXli6dGm8m0NEHRS7F4mIiIhigJUuIiIiohhg6CIiIiKKAYYuIiIiohhg6CIiIiKKAYYuIiIiohhg6CIiIiKKAYYuIiIiohhg6CIiIiKKgf8P+mB0NjrvQ3wAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#plt.rcParams['figure.figsize'] = [9, 4.5]\n", "ax=paul15_pstrata[0].transpose().plot.area(cmap='tab20')\n", "ax.legend(fontsize=3, title='age class')\n", "ax.set_title('M. musculus - Contribution of gene age classes to global TEI')\n", "ax.set_xlabel('hematopoiesis cell type')\n", "ax.set_ylabel('TEI')\n", "sns.move_legend(ax, 'upper left', bbox_to_anchor=(1, 1))\n", "plt.xticks(rotation=90)\n", "plt.show()\n", "#plt.rcParams['figure.figsize'] = [6, 4.5]" ] }, { "cell_type": "markdown", "id": "250bc1cc", "metadata": {}, "source": [ "### Color UMAP/TSNE by TEI\n", "\n", "Follwoing the tutorial of CellOracle ([Kamimoto et al., 2023](https://www.nature.com/articles/s41586-022-05688-9)), one can highlight `TEI` values on a dimensional reduction of the scRNA dataset, like `PCA`, `UMAP` or `TSNE`." ] }, { "cell_type": "markdown", "id": "2c11ecb5", "metadata": {}, "source": [ "#### Filtering" ] }, { "cell_type": "code", "execution_count": 38, "id": "b3156af3", "metadata": {}, "outputs": [], "source": [ "# Only consider genes with more than 1 count\n", "sc.pp.filter_genes(paul15, min_counts=1)" ] }, { "cell_type": "markdown", "id": "5e71e1f2", "metadata": {}, "source": [ "#### Normalization" ] }, { "cell_type": "code", "execution_count": 39, "id": "9c8efa08", "metadata": {}, "outputs": [], "source": [ "# Normalize gene expression matrix with total UMI count per cell\n", "sc.pp.normalize_per_cell(paul15, key_n_counts='n_counts_all')" ] }, { "cell_type": "markdown", "id": "1784a8ef", "metadata": {}, "source": [ "### Identification of highly variable genes\n", "\n", "Removing non-variable genes reduces the calculation time during the GRN reconstruction and simulation steps. It also improves the overall accuracy of the GRN inference by removing noisy genes. We recommend using the top 2000~3000 variable genes." ] }, { "cell_type": "code", "execution_count": 40, "id": "225d55b5", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/anaconda3/envs/scanpy/lib/python3.8/site-packages/scanpy/preprocessing/_simple.py:524: ImplicitModificationWarning: Trying to modify attribute `.obs` of view, initializing view as actual.\n", " adata.obs[key_n_counts] = counts_per_cell\n" ] } ], "source": [ "# Select top 2000 highly-variable genes\n", "filter_result = sc.pp.filter_genes_dispersion(paul15.X,\n", " flavor='cell_ranger',\n", " n_top_genes=2000,\n", " log=False)\n", "\n", "# Subset the genes\n", "paul15 = paul15[:, filter_result.gene_subset]\n", "\n", "# Renormalize after filtering\n", "sc.pp.normalize_per_cell(paul15)" ] }, { "cell_type": "markdown", "id": "61136087", "metadata": {}, "source": [ "### Log transformation\n", "\n", "We need to log transform and scale the data before we calculate the principal components, clusters, and differentially expressed genes.\n", "\n", "We also need to keep the non-transformed gene expression data in a separate anndata layer before the log transformation. We will use this data for celloracle analysis later." ] }, { "cell_type": "code", "execution_count": 41, "id": "2d99c1fd", "metadata": {}, "outputs": [], "source": [ "# keep raw cont data before log transformation\n", "paul15.raw = paul15\n", "paul15.layers[\"raw_count\"] = paul15.raw.X.copy()\n", "\n", "# Log transformation and scaling\n", "sc.pp.log1p(paul15)\n", "sc.pp.scale(paul15)" ] }, { "cell_type": "markdown", "id": "6bf23864", "metadata": {}, "source": [ "### PCA and neighbor calculations\n", "\n", "These calculations are necessary to perform the dimensionality reduction and clustering steps." ] }, { "cell_type": "code", "execution_count": 42, "id": "9b6756cf", "metadata": {}, "outputs": [], "source": [ "# PCA\n", "sc.tl.pca(paul15, svd_solver='arpack')\n", "\n", "# Diffusion map\n", "sc.pp.neighbors(paul15, n_neighbors=4, n_pcs=20)\n", "\n", "sc.tl.diffmap(paul15)\n", "# Calculate neihbors again based on diffusionmap\n", "sc.pp.neighbors(paul15, n_neighbors=10, use_rep='X_diffmap')" ] }, { "cell_type": "markdown", "id": "61829b2b", "metadata": {}, "source": [ "### Cell clustering" ] }, { "cell_type": "code", "execution_count": 43, "id": "f0fce7d7", "metadata": {}, "outputs": [], "source": [ "sc.tl.louvain(paul15, resolution=0.8)" ] }, { "cell_type": "markdown", "id": "e4b31426", "metadata": {}, "source": [ "### Embedding the neighborhood graph" ] }, { "cell_type": "code", "execution_count": 44, "id": "b76e3c2c", "metadata": {}, "outputs": [], "source": [ "# PAGA graph construction\n", "sc.tl.paga(paul15, groups='louvain')" ] }, { "cell_type": "code", "execution_count": 45, "id": "360aa2bd", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.paga(paul15)" ] }, { "cell_type": "markdown", "id": "27cd22e2", "metadata": {}, "source": [ "### Color PAGA graph" ] }, { "cell_type": "code", "execution_count": 46, "id": "d077a45d", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.paga(paul15, color='tei')" ] }, { "cell_type": "code", "execution_count": 47, "id": "38aa14b7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WARNING: Package 'fa2' is not installed, falling back to layout 'fr'.To use the faster and better ForceAtlas2 layout, install package 'fa2' (`pip install fa2`).\n" ] } ], "source": [ "sc.tl.draw_graph(paul15, init_pos='paga', random_state=123)" ] }, { "cell_type": "code", "execution_count": 48, "id": "82ddd2f6", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/anaconda3/envs/scanpy/lib/python3.8/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.draw_graph(paul15, color='louvain', legend_loc='on data')" ] }, { "cell_type": "code", "execution_count": 49, "id": "a44cfd06", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/anaconda3/envs/scanpy/lib/python3.8/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n", "/opt/anaconda3/envs/scanpy/lib/python3.8/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.draw_graph(paul15, color=['cell_type', 'paul15_clusters', 'tei'],\n", " legend_loc='on data')" ] }, { "cell_type": "markdown", "id": "f1997596", "metadata": {}, "source": [ "#### UMAP" ] }, { "cell_type": "code", "execution_count": 50, "id": "f03ef1d2", "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/anaconda3/envs/scanpy/lib/python3.8/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.tl.umap(paul15,\n", " init_pos='paga')\n", "sc.pl.umap(paul15,\n", " title='M. musculus - hematopoiesis cell type - UMAP', color=['cell_type'])" ] }, { "cell_type": "code", "execution_count": 51, "id": "3bd1595c", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#plt.rcParams['figure.figsize'] = [7.5, 4.5]\n", "sc.pl.umap(paul15,\n", " title='M. musculus - TEI - UMAP',\n", " color=['tei'],\n", " color_map='viridis',\n", " vmin='p5',\n", " vmax='p95')\n", "#plt.rcParams['figure.figsize'] = [6, 4.5]" ] }, { "cell_type": "code", "execution_count": 52, "id": "36655729", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/anaconda3/envs/scanpy/lib/python3.8/site-packages/scanpy/plotting/_tools/scatterplots.py:325: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = ax.scatter(\n" ] }, { "data": { "image/png": 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uvMnJyfX/NpvN3HTTTdx0001UV1fz9ddfc9ddd3HiiSdSWFiI0+ls8vyffPJJo/PXBZADlZyczODBg5t93Q/W83z77bfs2LGD+fPn19eagf3qe09KSkLTNMrKyhoFaSEEJSUljBgxotH+JSUle5yjblvdj5ekpCSKi4v32G/Hjh0AjV673e3Pvbvsssu47LLL8Pl8fP/999x///2cfPLJbNy4kaysrCaPz8rKqh9Ss3HjRt59911mzJhBOBzmhRdeaPKYuvtSV7NsSkJCAiaTiYsvvrjJgAjRxK6WpKoq1157LXfddRdPPPEEzz33HMcddxx9+/bdY999eR0P5H38pz/9qdGcAQ2/b5pSVxPdvn37HrVSIQTFxcUMHz682ePHjh1L3759eeCBBzj++OPp1q1bk/sZhlGftHrmmWc2uc/MmTN59NFHG23r16/fXp9fan0HFKC7dOnCrbfeyvr167n00ksPVpkOSHZ2NgArV65s9MX7ySefNHuMyWTiiCOOIDc3lzfeeINff/2V8847j4kTJ/LWW28xe/bsZpu509LSsNvtrFy5stH2//3vf/tc3t2P3bhxIxs2bGj2Sz4+Pp6zzz6b7du3c8MNN5CXl0f//v2b3HfQoEH7VI79dfLJJ/PZZ5+Rk5NDQkJCizwHUN+Et/uX37///e899q3bJxAI4HA46rcfd9xxPProo7z++uvceOON9dvff/99fD4fxx13XKPzrFmzhhUrVjRq5n7zzTdxu931442PO+44/va3v/Hrr782GoP86quvoigK48ePb/aa/si9c7lcTJw4kXA4zOmnn86aNWuaDdAN9enTh3vuuYf333+/vnm+uf3quqxuuummJoON0+lk/PjxLFu2jMGDB9e3dhxsDV/Hplx++eXMmDGDCy+8kA0bNvDII480ud8333xDaWlpfTDUdZ133nmHnJyc+paCA3kfZ2Zm7tcP0WOPPRZFUXjnnXf2GLc+d+5campqmDBhwl7Pcc899/Dee+81+wMJosl+RUVFXHvttfXJcA1dd911vPrqqzz88MP1tXqpfTrgV6du+NPv6dWrF/BbZmBLmTRpEomJiUyfPp0HHngAs9nM7NmzKSwsbLTfCy+8wLfffsvkyZPp3r07wWCwvm+m7kNy/vnnM2vWLK666io2bNjA+PHjMQyDxYsX069fP8477zwUReGiiy5i5syZ5OTkMGTIEJYsWcKbb765T+W9+OKLueiii7jmmms466yzyM/P59FHH92jOfaUU05h4MCBDB8+nJSUFPLz83n66afJysqid+/eB+HO7Z8HHniAr776ijFjxnD99dfTt29fgsEgeXl5fPbZZ7zwwgsHZezvmDFjSEhI4KqrruL+++/HYrHwxhtvsGLFij32rfsx8sgjjzBx4kRMJhODBw/m+OOP58QTT+T222+npqaGsWPH1mdxH3bYYVx88cWNzpOZmcmpp57KjBkzyMjI4PXXX+err77ikUceqW+puPHGG3n11VeZPHkyDzzwAFlZWXz66ac899xzXH311fTp0+eA790VV1yBw+Fg7NixZGRkUFJSwt/+9jfi4uL2qPXXWblyJddddx3nnHMOvXv3xmq18u2337Jy5UruuOOOvd7rf/3rX5xyyimMGjWKG2+8ke7du1NQUMAXX3zBG2+8AcA//vEPjjzySMaNG8fVV19NdnY2tbW1bN68mU8++WSvfe/7qu51/Mc//sGll16KxWKhb9++9RMgxcfHc8kll/D888+TlZXFKaec0uR5kpOTOfbYY7n33nvrs7jXr1/faKhVa72PIdrddN111/HYY49RXV3NpEmTcDgcLF26lL///e8MHz6cCy64YK/nuOiii7jooov2us/LL7+M2WzmrrvuavIHxJVXXsn111/Pp59+ymmnnXZA1yS1sP3JKGuYxb03TWVxZ2VliaysrN99jksvvVS4XK49th999NFiwIABe2zPysoSkydPbrRtyZIlYsyYMcLlcokuXbqI+++/X7z00kuNMkMXLlwozjjjDJGVlSVsNptISkoSRx99tPj4448bnSsQCIj77rtP9O7dW1itVpGUlCSOPfZYsWDBgvp9PB6PuPzyy0VaWppwuVzilFNOEXl5efuUxW0Yhnj00UdFz549hd1uF8OHDxfffvvtHlncTzzxhBgzZoxITk4WVqtVdO/eXUyfPl3k5eX97j3dH03dTyH2zCoXQoiysjJx/fXXix49egiLxSISExPF4YcfLu6++27h9XqFEI0zURuqyz7+73//22h7U++xBQsWiNGjRwun0ylSUlLE5ZdfLn799dc9soRDoZC4/PLLRUpKilAUpdG9DgQC4vbbbxdZWVnCYrGIjIwMcfXVV9dnuO5+/e+9954YMGCAsFqtIjs7Wzz55JN73JP8/HxxwQUXiKSkJGGxWETfvn3FY4891ihbXYg9s7j39d698sorYvz48SItLU1YrVaRmZkpzj33XLFy5co97mNdFndpaamYOnWqyM3NFS6XS8TExIjBgweLp556Smiatsc17G7hwoVi4sSJIi4uTthsNpGTkyNuvPHGRvts27ZNTJs2TXTp0kVYLBaRkpIixowZIx566KFG++z++uxrFrcQQtx5550iMzNTqKra6PrqzJ8/XwDi73//e5PHA+Laa68Vzz33nMjJyREWi0Xk5uaKN954Y4999+W1OFgMwxDPP/+8GD58uHA6ncJqtYrevXuL22+/vVEWuhDNf3Z21zCLu6ysTFitVnH66ac3u39VVZVwOBzilFNOEULs+/e61PoUIYRo5d8EktRuZWdnM3DgQObMmdPWRZH24uabb+b555+nsLCwyaRGRVG49tprefbZZ9ugdJJ0cMgOCEmSOoxFixaxceNGnnvuOa688somg7MkdRYyQEuS1GGMHj0ap9PJySefzEMPPdTWxZGkFiWbuCVJkiSpHWr7GTgkSZIkSdqDDNCSJEmS1A7JAC1JkiRJ7ZAM0JIkSZLUDskALUmSJEntkAzQkiRJktQOyQAtSZIkSe2QDNCSJEmS1A7JAC1JkiRJ7ZAM0JIkSZLUDskALUmSJEntkAzQkiRJktQOyQAtSZIkSe2QDNCSJEmS1A7JAC1JkiRJ7ZAM0JIkSZLUDskALUmSJEntkAzQkiRJktQOyQAtSZIkSe2QDNCSJEmS1A7JAC1JkiRJ7ZAM0JIkSZLUDskALUmSJEntkAzQkiRJktQOyQAtSZIkSe2QDNCSJEmS1A7JAC1JkiRJ7ZAM0JIkSZLUDskALUmSJEntkAzQUrtlGAa6riOEaOuiSJIktTpzWxdAknYnhEDTNEKhEOFwGJPJhMViwWw2YzKZUFUVRVHaupiSJEktSgZoqV0xDANN0+przoqiIIQgGAwCoCgKJpMJs9ksA7YkSZ2aImT7odQOCCEwDINIJFIfmOsCtaqq9fvU/RmGAYCqqqiqKgO2JEmdjgzQUpura9LWNA2I1pLrArSmafUBuqnjGgZrIYQM2JIkdRoyQEttqq7WrOs6iqI0Csa/F6B3t3vAhsZN4nX/rfsBIEmS1J7JPmipTQgh0HUdTdMwDOOg1HLrAu/uTeKaphGJROof370PWwZsSZLaI1mDllqdEKK+1gw0GyB1XScSiexzDXpfnreuhl3Xz10XsC0WCyaTqb5JXJIkqa3JGrTUqgzDIBwOH7Ra8/7Y1xp2w9q1DNiSJLUVWYOWWkVdk3Zdlva+BOeDXYPelzI2rGEDeyScyYAtSVJrkQFaanH72qS9u9YO0LtrrklcBmxJklqDDNBSi2pYa97fZKy6pmeTydSCJdx3u9eugT0Cdl2WuCRJ0oGSfdBSi2hubHNHVpdQVqfh5CrhcLi+f7upLHFJkqT9JQO0dNDVBa2Gs311RvsTsBtmicuALUnSvpABWjpoGgaotsjSbmsNA3ZdM3hTAXv3PuxD6R5JkrTvZB+0dFD80USwvWlvfdAHomHArks+kwFbkqS9kQFaOmANp+s8mLXmzhSgd9cwYNd1BciALUlSQzJAS39YS0zX2ZCu6/XrQXd2u6/UVXcfZcCWpEOXDNDSH9ISTdq7O5QC9O6aWlqzroZtsVjkSl2SdAiQSWLSfqsb23woJoK1loY/eEwmU6OAHQwG6/eRAVuSOi8ZoKV9tvvYZhkMWs++Buzdx2DL10iSOi4ZoKV9svvY5taYeEQGluY1F7ANw6gP2Kqq7tGHLQO2JHUcsg9a2quGY5v/yHSdB6Ju5avOOtFJS9q9/7pugRIZsCWp45ABWmpWaySC7Y0M0AfP7gEbGvdhN5xHXAZsSWofZBO31KSWGtsstY3m1sKuGyZX93hT84jL116S2oYM0FIjLT22WWofmgvYdZPDNAzYDecRl60ZktR6ZICW6u3epC2D86FDBmxJan9kgJYAObZZauz3AjY0PcuZDNiSdPDIJLFDXMOxzXWZvu0lOMsksfarYdJZw+x+GbAl6eCRAfoQZhgGmqa1WZb275EBuuNoGKzr7B6w67LEJUnaNzJAH4Lacmzz/pABuuNqGLCbqmE3zBKXJKlpMkAfYnafrrO9BmeQAbozaSpgq6q6R9JZe30vSlJbkAH6ENJwbHPDBKD2Sgbozqu5gC2X1pSk38gAfQjoqGObZYA+NNR9BcmALUmNyQDdybX1dJ0HQgboQ5MM2JIUJQN0J1YX4DpSrbkhGaAl+G1IV12zeN37WAZsqbOTAboTqmvSrsvS7ojBGWSAlpq2e8CGphf+6Kjve0mqIwN0J9ORm7R3JwO0tC9+L2DLpTWljkpO9dmJNKw1d+TALEn7o+F73WQyNQrYwWCwfp/dV+qSAVtq72QNuhPoSGOb94esQUsHQ3M1bBmwpfZOBugOrm5sc90XT2cKZjJASy2hYcCu+1NVdY+kMxmwpbYmA3QH1XC6zo6apf17ZICWWsPutWtoOumss7RMSR2H7IPugOS6zZJ08DS3tGbd5D4N18LefR5x+bmTWpKsQXcwDafr7OyBue5aO/M1Su1fc0trNtWHLUkHkwzQHURHna7zQNQFaKDTX6vUcewtYDdc+EMGbOlAyQDdAXSmsc37o64P+lC5Xqlj2j1gQ9OznMmALe0vGaDbubqxzYdKrbkhGaCljkgGbOlgkQG6neqsY5v3hwzQUmewe7CG6Oe5YcCuyxKXpIbkT7h2qC4wHcrBWZI6i6YSygAikQh+vx+v14vH48Hr9RIMButnA5T2NHXq1PrvQ0VRSEpK4qSTTmLlypVtXbQWIQN0O1KXCFa3AlXd0A8ZnCWp82gYsOuSyqBxwK6pqeHiiy+mtLS0jUvb/px00kkUFxdTXFzMN998g9ls5uSTT27rYrUIGaDbibpEsHA4LOfS3uVQv37p0NBUwA6FQrz++uv1rWjt2dYyL/M27GRbua9Vns9ms5Genk56ejpDhw7l9ttvp7CwkLKyMgBuv/12+vTpg9PppGfPntx77731o0EAVqxYwfjx43G73cTGxnL44Yfz888/1z/+/vvvM2DAAGw2G9nZ2TzxxBOtcl1NkROVtAOH0tjm/SXvhXSoURSFQCAAQExMTBuXpnnV/jDXv7Wc7zeV1W87qncKz5x/GHFOS6uUwev18sYbb9CrVy+SkpIAcLvdzJ49m8zMTFatWsUVV1yB2+3mtttuA+DCCy/ksMMO4/nnn8dkMrF8+XIslmh5f/nlF84991xmzJjBlClTWLBgAddccw1JSUlMnTq1Va6pIZkk1oYOxbHN+0MIQTgcBmSglg4tBQUFDBw4kEgkgtncPutRl7y8hJ82l6M3CCEmRWFsr2RenT6yRZ5z6tSpvP7669jtdgB8Ph8ZGRnMmTOHYcOGNXnMY489xjvvvFNfS46NjeWZZ57h0ksv3WPfCy+8kLKyMr788sv6bbfddhuffvopa9asaYEr2jvZxN1G6pq06xJCZHCWJKmO3+/H6XS226FYW8u8fL+prFFwBtCF4PtNZS3a3D1+/HiWL1/O8uXLWbx4MSeccAITJ04kPz8fgPfee48jjzyS9PR0YmJiuPfeeykoKKg//qabbuLyyy9nwoQJ/P3vf2fLli31j61bt46xY8c2er6xY8eyadOm+nkoWlP7fPU7OV3XCYVC9fP8yuAsSVJDXq8Xl8vVbr8X8iv9e308r6LlArTL5aJXr1706tWLkSNH8vLLL+Pz+XjxxRdZtGgR5513HhMnTmTOnDksW7aMu+++u74lDmDGjBmsWbOGyZMn8+2339K/f38+/PBDgPr8n4baspG5fbaddFINxzbLWrMkSc3x+Xy4XK62LkazshKde308O6n1yl5XyQkEAvz0009kZWVx99131z9eV7NuqE+fPvTp04cbb7yR888/n1mzZnHGGWfQv39/fvzxx0b7LliwgD59+tRn27cmGaBbiWEYaJomV6CSJOl31QXo9vod0TMlhqN6pzTbB90jueUCdCgUoqSkBICqqiqeffZZvF4vp5xyCh6Ph4KCAt5++21GjBjBp59+Wl87BggEAtx6662cffbZ9OjRg6KiIpYuXcpZZ50FwM0338yIESN48MEHmTJlCgsXLuTZZ5/lueeea7Hr2RsZoFtYw3Wb5fApSZL2RXuvQQM8c/5h/PmtZY2yuMf2SuaZ8w9r0eedO3cuGRkZQDRjOzc3l//+978cc8wxANx4441cd911hEIhJk+ezL333suMGTMAMJlMVFRUcMkll1BaWkpycjJnnnkmf/3rXwEYNmwY7777Lvfddx8PPvggGRkZPPDAA22SwQ0yi7tFyek6D4zM4pYOVbNmzeKjjz7i22+/beui/K5t5T7yKnxkJ7latOZ8KJI16BbScGxzw8XgJUmSfo/P52vXY6Ab6pEsA3NLkQH6IJNjmyVJOlB+v7/dN3FLLU8G6INo93WbZXCWJOmP6Eg1aKnlyAB9kNStQCVrzQeXoihyZR/pkOP1emWAluREJQeqLhEsFArJ4CxJ0kHREbK4pZYna9AHQDZpS5LUEmQftAQyQP9huq4TiURkrVmSpIPO5/PhdrvbuhhSG5MBej/tPrZZBmdJkg422cQtgQzQ+6VubLNhGABybLMkSS1CZnFLIAP0Pmk4Xads0pYkqSUJIWQNWgJkFvfvqksEC4fDcgUqSZJaheyDbtrUqVPrp0y2WCykpaVx/PHHM3PmzPqWzTrLli3jnHPOIS0tDbvdTp8+fbjiiivYuHFjG5V+/8kAvRd1Y5vlus2SJLUmWYNu3kknnURxcTF5eXl8/vnnjB8/nr/85S+cfPLJ9blBc+bMYdSoUYRCId544w3WrVvHa6+9RlxcHPfee28bX8G+k03cTZDTdbYvTS2iLkmdlRACv9/fcfqgyzdD1TZI7AlJOS3+dDabjfT0dAC6dOnCsGHDGDVqFMcddxyzZ8/mggsu4LLLLmPSpEmNlprs0aMHRxxxBNXV1S1exoNFBujdyLHNkiS1pbpWu3bfxO2vhPcvhy3f/LYt5zg4+2VwJLRqUY499liGDBnCBx98QFJSEuXl5dx2221N7hsfH9+qZTsQsom7AV3XCYVCsklbkqQ24/V6Adp/Dfr9y2Hr/Mbbts6H96a3RWnIzc0lLy+PTZs21f+7o5MBGpkIJklS++Hz+VAUBafT2dZFaV755mjNWeiNtws9ur1iS6sXqa4rrDPN3X/IB+iGiWBAfYagJElSW6hLEGvX30NV2/b+eOXW1ilHA+vWraNHjx706dMHgPXr17d6GQ62QzZA1yWC1a1AJZu0JUlqD7xeb/sP0Ak99v54Ys/WKccu3377LatWreKss87ihBNOIDk5mUcffbTJfWWSWDu3eyKYrDVLktRedIghVsm9oglhW+c3buZWTNDzmBbN5g6FQpSUlKDrOqWlpcydO5e//e1vnHzyyVxyySWYTCZeeuklzjnnHE499VSuv/56evXqRXl5Oe+++y4FBQW8/fbbLVa+g+mQq0HLsc2SJLVnPp8Pp9PZ/r+Xzn45Gowb6nlMdHsLmjt3LhkZGWRnZ3PSSScxb948/vnPf/K///0Pk8kEwGmnncaCBQuwWCxccMEF5Obmcv755+PxeHjooYdatHwHkyI6U4/6XsixzR1TXUuHnPdcOlS88847vPzyyyxcuLCti7JvKrZE+5xbaRz0oeSQaOKWY5slSeoo6vqgO4ykHBmYW0inD9By3WZJkjqSDjWLmNSiOm2AbrhusxzbLElSR9EhksSkVtEpA7RhGGiaJpu0OwH5ukmHGq/XK2vQEtDJAnTDdZvrZpWRX/CSJHUkPp+PuLi4ti6G1A50mtTYuibtuuk6ZXDuHA6RQQaSVM/v98smbgnoJDXoulqzruv1Y5slSZI6ItkHLdXp0AFajm2WJKmz8fl8sg9aAjp4gK6rOYNMBJMkqXOQAVqq06EDdF1QloFZkqTOQvZBS3U6fGetDM6SJHUWQghZg96LqVOn1lfKGv6ddNJJbV20FtGha9AyOHd+Hek1NgwDBVBkkqJ0ALxeL263u62L0W6ddNJJzJo1q9E2m83WRqVpWR3+m6QjfYFLnVdFYQGfPPoA795/G4s/eJugz9vWRZI6qI7WxJ3nyeOHoh/Ir8lvleez2Wykp6c3+ktISACgoKCA0047jZiYGGJjYzn33HMpLS2tP3bFihWMHz8et9tNbGwshx9+OD///HOrlPuP6NA1aElqLwpWLSPgqSbo87J54Y/okQh9xx5DTGISNqezrYsndRAdqYnbE/Jw+/e389OOn+q3jc0cyyNHPUKcrfUnWhFCcPrpp+Nyufjuu+/QNI1rrrmGKVOmMH/+fAAuvPBCDjvsMJ5//nlMJhPLly/HYrG0eln3lQzQUrvWUVpIuvYfxObFPyG8Arvbjad0B8s/+wh/jYcu/QbQ78jxOOLi27qYUjsXCAQwDKNDNHHf/v3tLCpe1GjbouJF3P797bxw/Ast9rxz5szZ4wfM7bffzqhRo1i5ciXbtm2jW7duALz22msMGDCApUuXMmLECAoKCrj11lvJzc0FoHfv3i1WzoNBBmhJOghSsnty2p0PULhmJd6KMgIeD6VbNhIO+Nmy+CcKV68kJimJ3HHHktE7V06mIzXJ5/MBtPsadJ4nr1HNuY4udH7a8RP5NflkxWa1yHOPHz+e559/vtG2xMREXn/9dbp161YfnAH69+9PfHw869atY8SIEdx0001cfvnlvPbaa0yYMIFzzjmHnJz2u1Rmhw/QiqLI6SCldsFqt5Nz+EgAaivKCflqqdqxnZDfR8BThbeynKqiIlJzcuh31ARSsnq0cYml9sbn86GqKna7va2LsleFtYV7fbygpqDFArTL5aJXr157bK+b4nlv22fMmMEFF1zAp59+yueff87999/P22+/zRlnnNEiZT1Q8me8JLUAd1IyR136J46ZfhU5I0ZhttowqWYMXSPk9VK0ZiUFq5ZTsnkjeiSCsWvlNenQVjfNZ2t07RxIxaabu9teH+8e2/0Pn/uP6t+/PwUFBRQW/vbjYe3atXg8Hvr161e/rU+fPtx44418+eWXnHnmmXtkhLcnHb4GLXVuQogO20KiKArxaZkMP+0c+ow9mrxlv1BesA27KwZFUdEjEXzBSjw7S/CUbKemvJzM3P70P+q4ti661EbqlppsjQCtKApVVVUUFhbSpUsXkpKS0HWdnTt3YrFYiI+Px2xuOkRkx2UzNnMsi4oXoYvfflyaFBOjMka1WO0ZIBQKUVJS0mib2WxmwoQJDB48mAsvvJCnn366Pkns6KOPZvjw4QQCAW699VbOPvtsevToQVFREUuXLuWss85qsbIeqA4foDtKEpF0aItNTmXw8RPRdZ2wz0vI76e6eDt6JIy/upqtPy/BV1VBwYpf2Ll1M0dfcoUcT30Ias0hVgUFBdx2221s376d7OxsnnzySV577TWef/55ampqOOOMM3j66aebbW5/5KhH9sjiHpUxikeOeqRFyz137lwyMjIabevbty/r16/no48+4s9//jNHHXUUqqpy0kkn8cwzzwBgMpmoqKjgkksuobS0lOTkZM4880z++te/tmh5D4QiOmr1ZBdN09Bl82CnpWkakUgEk8nU1kU56LRwGCEM8n5dypIP38FfU4PJZCIluwcn/vlWrHZHWxdRamWffPIJjzzyCCtWrGjx55o6dSorVqzgwgsv5KOPPqJnz57MmzeP++67DyEEd911F/feey9/+ctf9nqe/Jp8CmoK6B7bvUVrzoeiDl+DlqSOymy1AtB79DgccfEs+u+bKEDvMUdhsXbOmZGkvatr4m5puq7zySefMH/+fAYNGsS0adNITk7m008/ZeLEiUA0k/yJJ5743QCdFZslA3ML6fABWjZxS51B1/6DOPv+v7V1MaQ21lqTlPj9fsLhcP2QJKvViqqqDBw4sH6fAQMGkJ/fOrODSU2TnVySJEnthM/nw9kKM88FAgFiY2PrM54jkQinnnpq/ZSZADU1NbIC1MY6fA1a6tx88+fjn/8djtGjcR4/oa2LI0ktqrVq0BaLhbPOOouysjIAEhIS+OCDD+of1zSNlStX0r9//xYvi9S8Dh+g5S+8zkurqqLi3vvA7yfwxRdYcvti6bb38ZeS1JG1VoCOi4vjzjvv3CNjvG5SD7/fTygU4pprrmnxskjNk03chzJDR1n3CcqKN8Aw2ro0e/B99jkEAtF/hMPUvPFm2xZIklpYawVoVVXJyMggFAqxfPlytm7dSiQSqa/wxMbGctNNNzFlypQWL4vUPBmgD2HKmg8wf3k75q/vRf3gsrYuzh7MWd2hbp1XVcWclta2BZKkFtaa46C/+OILzj33XM455xzOPfdcnn322Q47KVBn1eEDtGziPgAVWyDsBy2MKf8nqNzW1iVqxDl2LClPPoGpVy/MQ4diVFbILxCpU/N6va0SoFevXs19991HWVkZU6ZMITU1lYceeogXX3wRAKMdtqgdijp8gJb+ODHqanAkgKGD0DF9dWdbF6kRRVGwdO2KKTYWY8cOQkuWopeXt3WxJKnFtFYT95IlSwiFQnzzzTc89NBDfPbZZ5x66ql88skngAzQ7YUM0IcyexyRc98EexwIgVq4BAoWtHWp6olIhNrXXkcvLcWoqkKrrSWwa+F1SeqMWquJu6ioiKysLNLS0ohEIgD069cPTdMAmp2DW2pdMkAf6lL7IdL6gxEBPYT5y7vbukSNCQFmM0QiUFGO/4sv27pEktRiWqsG7fV6CYVC+Hw+du7cCcDOnTvr593WNK1d1qKnTp2Koih7/J100kltXbQW0eF/Jsk+6AOnnfAIllcngRZE8eRD6WpIG/j7B7YwxWIh9qKL0LQIgaIiMASRNWsIrVuHrcHycZLUGQgh8Pl8uN3uFn+ucDjMN998w9SpU9F1ndTUVL777rv6ObjtdjvhcJjTTjuNESNGtHh59sdJJ520xxKRNlvTU+NGIhEsFktrFKtFdIoatAzSByi5N0bWOEABFNSfnmzrEtXTqyohEIwOAxMCNA3f/z5u62JJUovw+/2tUoM+5ZRTuOqqq0hKSsLpdFJcXEyvXr3IzMzkyy+/5MMPP+TZZ59l3bp1v3uu0LZteL//nnBeXouXG6LBOD09vdFf3QxoiqLwwgsvcNppp+FyuXjooYfo1asXjz/+eKNzrF69GlVV2bJlS6uU+Y/q8DVo6eAwhpyHWrIMdA01UInhrwBnUpuWSYTDhFatxhACFCUaoIHwqlUYXi9qK3yRSVJr8vl8Ld4HLYTguOOO47jjDmzdcb26mu233Irvxx/rt7mOPJIuTzyOKS7uQIv5h91///387W9/46mnnsJkMmGz2Zg1axa33HJL/T4zZ85k3Lhx5OTktFk590WnqEFLB070PBajz0RE+iBE9tFgbtvVlEQkQtULLxBasxqjqgoarI2sbd+O/4sv2rB0knTwGYbRKn3QiqJgGAaaphEOh+uTxOrU1NRQXl7Os88+y9q1a5s9z/ZbbsW3cGGjbb6FC9l+8y3NHHFwzJkzh5iYmEZ/Dz74YP3jF1xwAdOmTaNnz55kZWVx2WWXsWHDBpYsWQJEm71ff/11pk2b1qLlPBg6RQ1aURQ5PvZAqWb0Y/+KUp2H0COo6z5GmO2I/qeD0vq/43SPh3BhEeFt28BiQcnIQOya2B9NQ5HLMUqdjN/vRwjRKn3Q0DhT2+PxUFxczNq1a5kzZw6ffvopZWVlfPfdd00eG9q2rVHNuZ6u4/vxR8J5eVizs1uk3OPHj+f5559vtC0xMbH+/4cPH97osYyMDCZPnszMmTMZOXIkc+bMIRgMcs4557RI+Q6mThGgpYPEZEEk9UZd+Tbq+k/AW4rhKcQYs/f1YFuCOTkZIxhE274d1W7HMmgQ4e3bo33RZjN6VSUiEkHpwAkgktSQ3+8HaJUmblVV8Xq9rFy5kjVr1rBs2TIWL17MsmXLOOmkk5g9ezYTJkxoNsEqUvdjuRnhgoIWC9Aul4tevXrt9fHdXX755Vx88cU89dRTzJo1iylTprTKqmEHSgZoaQ/C5kYpWQHBWkxLXsDoewok9Wx2/+CqVZTedDNC04g952zcp5xywIta+L77jtDqVRAMIhQFc1wsysiRRLZtA13H/8kcFFXFfdFFB/Q8ktRe+Hw+zGZzsxnJB4uiKLz77rusXLmS9evXs3nzZoYMGcLrr7/OhAkTmDZtGhMnTtzrOX7v823t3v1gFvmATZo0CZfLxfPPP8/nn3/O999/39ZF2icyQEt7EMm50VVtjAgEPagL/4lx8tPN7l929z3ou8ZSVr/0MsElS3FNmog1KwvHEUf8oTIEFixA+KI1CsxmnKeeSmjhQvSqKozy6BJ54Y0b61ffkaSOrm6aT1Vt+S6lCy+8kPj4eP7+978zffr0+u2apu3T89t69MB15JHRPmhd/+0BkwnX6NEtVnsGCIVClJSUNNpmNptJTk5u9hiTycTUqVO588476dWrF6NHj26x8h1MnSJAyy/og8xiR6T0Ryn4ETBQd/zM3qYsUJOTIT8/+g9dJ1JURPUrr2JUVmLOyMCUkkL8xRdh7toVU0LCPmV4qq4YlLo+MosF/yefICIa1txcwhsUzN27Yxs4SL727UAgkIeu1yLs/bGpKlZVviZ/RGvNww3w0EMPsW7dOn755ReCwSBHHHEEw4cPJxQK1Q9Z+j1dnnic7Tff0jiLe/Roujzx+F6OOnBz584lIyOj0ba+ffuyfv36vR43ffp0Hn744Q6RHFanUwRo6SCL7YI+5nrU0hUgDBShQyQAFkeTu2c8/xxF505B27EDxW5HcbnQi4sR4TCRrVsRwSCV/3oOxWRCdTlJefhhzElND+EShoFeVoZz/DEEFi9G21kKMTFEtm1DeH0YwSBGJIIeCmHu0xujpgY1NrYFb4a0NzW1v7Jx43VoRggvTraogzlr8D9Itsivlv3VmitZ3X777WzcuJE333yT//znP7z77ruccMIJ1NTU1E/3+XtMcXF0f+lFwnl50T7n7t1btOYMMHv2bGbPnt3s43tLFi4uLsZsNnPJJZe0QMlahhxmJTUt+yhEz2MRSb0RXYY3G5wBVJuNpJtuwtqrF6rNBkIgIpH6ccu6x4NWVkZ4yxbCW7ehbd/e7Llq3nyTyn89R2DBQpKfeBzr4MEYEQ2j2oMeCmGUlkJZGWLbNrwvvoTnhRcO+qVL+yYUKiYv/1F0w4+Cjptahho/sSb/ubYuWodUNwa6NVqFDMOgT58+zJgxgxUrVnDllVcyd+5c0tLS+Mc//sGbb76Jz+fbp3NZs7OJOeqoFg/Of1QoFGLz5s3ce++9nHvuuaR1oGVrO0WAls2cLUBR0E74O/qEB9GOe/B3d3cdfRTp/3gax9ixqE4nisMBDgeK243qcmHU1CACAfSyMkruurvpIRpAeOtWjFCIwKpVlN9xB8EFC6G6Ojoft8dTH/QBCIWIFBUdpAs+tGkRg0hYx9D3bf7lYLCQtesuIRDYuMdjXawHu3SHBq/X2yqziEG0plk3DtowDC644AJ++OEH5syZQ3p6OldccQXd21mi1x/11ltv0bdvXzweD48++mhbF2e/KKITDCDWdX2fm2WklqWVl1P7yRzMGRkYVVUEV64kuGIFelkZhMP1+5nS0uj22acoJlOjH1jeb76h+t//QXE60UpKMDwehBCYUlJA1zF8PkR1df3+1hNPIPWhh1rzEtsFTashv+AxPJ6fsFpTyep+O05nLopiQogwRZVVKKYkYmxmEl17j5ibl5ax/udyinb4MJvh6ElZ9B6R0uz+gUAeVdXzKdz+PEGhoqJjRkMFEuOPo2fPGZhMrdNU25m8+OKLfPnll8ydO7eti0IgEOC1117jT3/6U1sX5ZAmO4qkgyq0Zi3eTz5BsVhQ7Da0ou0YtbVgsYCmRccxA4bXS96oUSgWK2mPP4Zz7FgA7P37Y87KIpKXh+J0Ys3MRA8GMKeno+Xno6hKowCt7DYL0qGgvHwORdufJxyOdhVEIpUsXXMTVcFYurrymV84ljfXnY3BVlRFcPuE7gzrHk+c+ARVtZGaei6KohKJVLKzNsK/l+6gssRH/5AZgrDgozxsDhPdBybu8dx+/0bWb7gKXQ/iFXa2kc1nnMJ4p4fLso4gJqbtF1npqForSSwYDPLWW2/hdrtRFAW3201sbCwxMTE4HA6cTicul4vLL7+8xcsi7V2nCNCyibvt6B4P4Q0bsfXvhxoTg+/LL9F27ABAdToR4TBYLFi7d8dx5JEEly8Hs5nQ6tWgGwg9yM5770ONicE5fjz2QQNBCBSzGUu3bsScfDL+rVvxvflmdLrP3caIWgYMaIOr3lNRdYDSmjDDusW26Puxsupb8vIfxTBq6reFdAvl/hgCEQs4YXV5P4xdvVeGUPj7V/lM7jmT03t9jqooKKoVhz2bX1bfwl0/3EJtJAasoLu2M0HXiFT1YM38Err2T0BVFXTdz7a8aDeHw9ETTasCBDGYWKCMx2zpwok9TyHGIWd3OxCttdRkUVER06dPJykpiZ49exIIBKitrSW8q4VLVVWCwSC9e/dmwYL2sz78oahTBGipbQjDoPTGm4gUFmLt3ZuM5/6FY/QofPPmoVgs2I84AktmBtqOHTjGHon75Mn1x+689z68n34KioJRW4vh8VDz9tv4v8/E0q0rakwMpthYRDhE4IsvEF5vNDhXVTUqg/UAJ0RpyPD7CS1fjikjA2uPHnvd91/zNzJnxXKO6fYjxw48nts/TyGsG1w0ogtXjcsiENhCccnbBJV+9Op6MnqkCJutG6p6gDOfCQNoMO4UE1/kT2Dh9uEMSl5DbuJmTsiax8aqnvi132pjhtjVfa+AgkpNzRLK/K5ocCa63e+upPfwfxHxpmBoifz6iwdFpGCo+QhR94NABcSuQwyuVWfRv88rOBw2qkr86BGDpK6tk+jU2bTGQhkQXQ1q0KBBaJpGbm4uo0aNomfPnthsNjweD36/H6/XS1wbLnghRckALf1hhs8XrRHrOoGdO6n5/HPMCYmkPfUkWn4BruMnYGpmTGXqgw+QeNuthNasZedNNyF8PtB1tKIibL174ZgwAdcxxxBcvRoCgehkCD4fmEy/nURVCW3YgHP8+AO+luoXX8T3xpsIw8DSsycJd96BtW/fJvet9IV5eeF2LGosn207lnTXu4S1qzBEiDVFa5mzysqm/A8ZlPAlqvIZsxaVcH7f/+Jy9qNLl2vJL/g7FksSPXs8iNkcnXfZMMKUlr6Foqikpp5HILCJ8vJPiIsbTXz8UUA0seeLLf2IiYwj3Tqf6PKgArNqZVDKWnrF57GmvBd9EvN48uj7WFIylAS7h/lFR7KlOpufxWSC1lRSYk4iXttJ99gP6Ze4jnWVuQDU7ArWlpgyoAxdAJSgGLueKlrSxjfDiEURcRSsqWLrLxXYnGZCPp0uuQf3y/1QmJDG5/PtdbKNg6VLly688cYbvPvuu3z33XdEIhEUReH444/nyCOPbDRHt9S2OsUr0dk/uO2WYTSaRaj8rruxdO9G7LnnEnfhhb97uNntRh00ENvhwwj+tCB6rnAY3/c/4D7rLFS3G8MfQE1MwIhEwO9H1Nb+dgJFIfTTT4SPOQZrbu5+Fz+waBHVjz6GUVuLqMsQVxT0HTswPJ5mj3PbzdgtJiKaQnZsAVtrD+f4XiVsKysj07qJGZ9aURjMMd08HNf9e1aXJhDOMcC/jp1l7xAKFREKFeHx/ERS0kmUlr5N4faX0bQKBFZQHJSVvUMotIOKys8ZPOhjzOZY5m+q5F8/5KMqp3D18EzG9TQT6z6CjZVPkOHKQ1UEy6vOYM7WPozNXMLm6p4oiiDDVcr8yjG89F0OZDtYW/4h+iY3E7NiuSD3fe5bcCcClZy4bUC0ftzwEyWAymA8ibZqfvuomRC6k53Lb6P85xJCfg09IohNthMJRd8TNWVBAGJT7Pv92jS0YF05S77fQWKcjXNOy8Hh6BRfW3vw+Xz0+J2Wm4NBVVUGDhzIwIEDqa2t5aWXXuK1117jpZdeYvLkyZx33nn069evxcsh/b7O+U6XWoXqcoHTCbsm+UdV0Wtq0Xdrht4bvbYWxRBgtUZrygCBACXX/wXbkCFoO3ZghEIQDiMCgWg/dN2PAsNAMVvwvv8B8TffhGrfv0BQ/djj6MXF0fPVDWZQFCyDB2MbNqzZ4ywmlc+uGc1176zCbI7l9lNHkFc4i/Kdr7KirC+6AZqwsbq8P6vK+xNnC1IRTGJYr9OwWFKoqvwG1eTA5epPTc1SCoueQdd9KIAhIry4oJDeboNu7jAW1c/q1efRvfvNLPTl4tUNFAV26KfQtUsPPJ5F9EncRG3QjNUUoqv9R95ZcxVfFxzD4OS1LC09rEHJFZTNQSanvkLm0FIKPd3IcO1kxuhHKPamcFjaaiKGmXc2nM+Ebl+SHlNKSLdiUTU+2jQZhyXABbkfIASEDRdVW87EV+QkEvKCAlanCXeSja794igv9LJ5STkAvUYkk9z9j/WtVu7wsea1bcRHwFBDLLYWcsyZzQexyspKKisr6datW4vPaX2wtdZEJUIIdF3HbDbjdru58cYbufrqq3n22We57bbb+PHHH/nmm28wDKNVph2VmicDtPSHKWYzcRdfTM1//4vw+VAcDpyjjiD2/PP36XjD76fyH/8k8Msv0QzvhoJBQosXg6KAwwGRSLTGvisLHEUBi4VIYSF6cTE1sbHEXXdto9YUYRjoO8swJSXuseqVEAIlJqZ+nWklNRVzQgIxF16Ac8KE322ViXdaeP2y34L4exuORHg30iN2CyZVxzAUirzpKCj4NBUj/nkyMtIoLX0bRbEgDJ1AMI9AYBuaHkYBdKHwXdEY3l1/GF3d2YzJ/IkTs74mHClhW94MfjTNIjAwASWsk5duJ2QIXDFDWVQyjq6utVjNFXSPLeC+UY8R0OykuyoxsFNQk05FIAEDgVWNEGuuRVEEP+4YxX83n8qknl/QP2kT7288jflFR6KqdraUDyc+dj2rd/YlzlpDTdhNN/f2+t8xmtDIU2NJMnZtEGBEBAPHZ2C2mgh6o6+nFjHYvt6D3W0hUBNm0+JyYpJsDDwmHUVV9nqfI2GdFV/twBaJNqwrBkQqws3uv27dOr799lsURSEnJ4cTTzxxr69he9NaSWKKomA2mykuLmb58uWsXr2an3/+mbVr1zJy5Eiuuuqq+v2kttUpArR8I7Ud98STCK9YASYTSbfe8rvJVQ1p1dX4vvkGQqHoBosZIrsFaiGiwdvpRIlEEHWBXOzKevL7MQD/t9/iGH8M1gED6t8Pvg8+ILJ+A2pqCrHTp6M06L9WFIWkGffj/eh/WHpkE3P66X/8JgA5KbE8s+Z0RqbN47hu81lf2ZuMmDIGJa/noqNvIy42OnuRpteAYiKsGSzduha38SGvrDmH4WnLWF/Zm/mFYwGV2kgqiXGDgfmAAYqViFbL6clz8eHk18BkPthYRoLvMwYkLMZh9mMIE55QDDXhGHrEFQLxHJa2jan9X6MyGMf8wtEckf4rsVYfBbVdmL99DABV6+JItVeyqjIXUMDQ6NdrIV9sHIsCVIfj6BqznVN6zyWMBQsRhAqGQ8PqNBOoiaCqEJdqp3RrLdUlARIyHaRkxZC/ugpfdZh135firQpRUxakLN/LTkVncThEVqKD84ZnYm5i/u71P5ZSXRpAUUE1wGxVSevZdAArLCzk+++/JxwOo6oqO3ct3tKRtFaA3rx5Mx9//DHbt29ny5YthMNhJkyYwDPPPENqamr9fu31e7WkpIS//e1vfPrppxQVFREXF0fv3r256KKLuOSSS3A6nWRnZ5Ofn89bb73Feeed1+j4AQMGsHbtWmbNmsXUqVMB6vcHcDgc9OzZkz//+c9ceeWVrX15jXSKAC21HWuPHqS/EF08fX8/0Ca7vfFKOJq+5067zmlOScHcpQuoCuHtO1BqazH8PkQoXD8sq3bWbGzDhxNz3hQURUHLi37gjJ1liEAgWmNuwNKjBwk33rBfZW7OhSO6MKRLLP9dUsGWnTs5p+9n9E3Ix2Ry0jDnJj3tQr5ZX8r6Uo2Fpbmc1nMwm6t7smznIDRhYWDKFlwxY3jw5D4kxYylpmYAVVXfEJs4idO2fk52eB4A5eWZPL+mK4cnV3JGTgSBwuw15/PLziHYTBpPHvs/Hl96NKn2fIYmaaS7Sjk8bQXdYrcjUPCFnYhdPc2l/lQqAnVjngWJtmoyUrZzVGAhCwtGcHj6MqbkfsBnVSdh94aJj6nlzaJzCJXYOccCdpcZs01l4PgMSjbXYhiC4k21jDitOzXlQUI+LTrZjFUl5Ncw21S2VAYQLoW8Cj/l3jDpsdHm6KBPI29FJRabSnVpAD1s4Iy14IizktTVRUbv35LPdF2npqaGlStXsmrVKiKRSPR5TCYOO6xh037H0FpZ3K+//joPPPAA6enpTJ06lZNPPpnExERKS0uprq4mNjYWp9NJTExMu2vi3rp1K2PHjiU+Pp6HH364Pht948aNzJw5k8zMTE499VQAunXrxqxZsxoF6EWLFlFSUtLkfX7ggQe44oor8Hq9zJ49m6uuuor4+HimTJnSate3u04ToBVF2etE6VLL+aO/tE2JidiPPorgN982vYPNVt/nLAIB9PJyFLMJS3o6pv79iRQVoW3ZguJ0orpcqLFutK1bEX4/isuF47hjCS5ajLVvX9RWqJkMzHTT/9QTKSl9g0CgL15viJiYwTjsOfX7LN8e4Ye8WNZV9ETgxeE+gcuGF/PpejgpewGTh51AUtIgAHwhjVd+TcJhPY9Lu3blpOTlbClWMAQkqvEUGTo/bR9ATlx/esbms7J8ALow4Y9Y+edXl5Cv+NheE8sOXxrHdfsBb8RJsS+dIakbSY7LQUXHINqqYAiVFEc5ibZKLhv4Ji6zn3F9fuSSPm8R0BzcNP8hNGHmG3UcaXGlEAKrasGW5sCsC6pdCrFZLvw1EapLAsQkWjGZFfqOTqUs30tChpO8lRUEvRFMJpWEnrGUldaSEWcnyRXtfhBCsP6nUsoKvZgtJrSQhjvJjsmsMO7CnqgmFYvtt1aQLVu2UFpayubNm9F3/dCLiYnhjDPOICWl+ZnQ2iMhBD6fD7fb3eLPlZGRwYABA4iPj+edd97hP//5D5FdE/4IITCbzVRXV/PEE09w4403/u75qkv9eMoCxKU4iE9ztmjZr7nmGsxmMz///HOjIDto0CDOOuusRjHgwgsv5KmnnqKwsJBuu4Zjzpw5kwsvvJBXX311j3O73W7S09OB6Gpf7777Lh999JEM0NKhyzV8BKKiknBREaKq6rcatd2OuXt3TIkJ6JVVKFYrWlERIhxGMZmwjR2LqKmBSASjpASjugoMHdeZZ0aT1wDbYYdha+WalKrayMxoejm7JXlVXPPOGm47/Eu6xORiVnS6KitJcTn493kP4naf3Wj/N5bu4KOV0XVvN5ZUoxu96JP9Z/JVyOkxgHD++9jVGv63eRKjMn/Gba0l4HcSJxSqFZ2wbiGMmfya7sxacyFDU1dxUe67BMgF93X0jJvPFk8XBCpOS4DxXb/HpApKfGkkOypwmMtQAIsaoWdcPhurc1CFgSlssMOfQSI6y6urWaSGERaFhW9U8a/pw9m+sQZ7TDToOuOsZA2O1s5j4m24kyLUloewrvdxpFBIdpgRYYO1S0rZtqKSypowxYEwqApZiXa6ZsZgjVEo2LATd5ybtB7u+h+EgUAAh8OB1WrFYrFgMpkYPHhwhwvOdVorSexPf/oTF154IeFwmEgkQigUIhAI4Pf7CQQCeL1eysvLGTly5F7PE/RF+PLlNRSurazf1q1/IidMH4DddYDj/ZtQUVHBl19+ycMPP9zsfWpYWUhLS+PEE0/klVde4Z577sHv9/POO+/w3XffNRmgd2e32+t/uLQVGaClAyIMA+UAmsG0HTuwZGai19SgVe76oKsqamwsSjiMbcgQQmvWEl6zBhQFxTDAakUrLkavqoxOYAIQCmPunoWzHScGfbC8hIhuUOzL4KguC3FaAtSGYwhFFKqq5uF2D0M3BMGIjstmJs5hJqIZBDWDHzYVY7OE2VAWZofIxKxt457Bn2FSQmTFFbK4eDjprnLS3D3ZXOGjEj/Jdh9lwSR0YQYEayv6sLEqh/c2Tcarb2N8l03EWivJjs1nfVVvvik8hspgAopicErPuQxOXE/3+AJURWf6wNf4cMtkIrqFleX9ECh4DQtLCdMzYwnjui2gPJDEvK/XYi4fh6oqbF9XTdbgRJK6uogEdRSTgiPWjL86TFVJAEMzsJhVCtdUU7CmGm9FmKCh48Fgp2pgVOqE/DvxOvOxb7fRI6MfztgBxCZHs/W7du1KRUUFxx9/PKFQCKvV2qFWKtpda/VBv//++6xfv57MzMz6aT5jY2OJj48nLS2NtLQ0TA3nG2jGly+voWh9ZaNtResr+fLlNZx6/dCDXu7NmzcjhKDvbvMTJCcnEwxGh/Rde+21PPLII/WPTZs2jZtvvpm7776b9957j5ycHIYO3XvZNE3j9ddfZ9WqVVx99dUH/Tr2R6cJ0LKJu/UFliyl6sUXMScnk3zXnah/oHku5pST8X39NcaCBb8NdXI6EV4vumEQmDcPo9YLkTBYbahJSQi3G23TpuiwLEUBVY02aR97LKqj+WUx29oZQ9P5ZmMFr6+/gIsGrWJ9mZMTs+agE+SmOcnUGovpFm+nqDrI1FHdqPKHqApogMCkWLCYAnS1b6a4JJaAYWNF+QgOT/2B0Rm/cFjKalAU7l04EIvZQMUg3R2gPAgCgVlV0ISVsGHFE3ajKiGOzPyREn8qy3YO5uSeX/DM8mhCzOiMn5nU42tURaAbJsyqTpKjissHvs6HmybxizEUUMhQFUICRndZitPiJ8vip7rGSmTjEBQTJAVcaBGD+HQH+asqKS/wUV7oQ4sYBGrCWKwmaitC9BppI+jT0DUDGwLDpKMKg1gtTDDixwhDyOzDF6jBYv0tcCQlJZHUzLriHY1hGPj9/lYJ0D/99BPvvPMODocDn89HKBQiFAqhKAqxsbGcddZZ3H333WRkZDR7jupSf6Oacx1hQOHaSqpL/S3W3L17l9qSJUswDIMLL7yQUF3C6S6TJ0/myiuv5Pvvv2fmzJlMm9Z06xZE18i+55576n/s3XrrrTJJTOq4/D/+gPD5os1k69fjGDFiv89h69sXW9++1H7ySXSmMMCanYWIRNCLSxCqKbq2tMmMEhOD7vFAeflvmd8AMTEk/v3vOIYffrAurUUckZ3AwlvGIoTAYjoWgC/WnMpt/1uHIRQgyGGJH1NkjObFnwTe0G8Z7bowYTOFKPamkGivRDPM5Cb+Sow1SEh3gGKwqaoPJkXltgkZuLU3WFwUy+qyrigIuscFUU0JrKk8jInZ31LiT8FlDTLIuY6ByetQgKsGz2Z+4VjUXVOJCqFQHkgkwe7BZooObzJQds1fBtVCcEqMG6fZit0UQQgVSocRAUwmFS2sYzKrKKqCybxrbnBdkJDuQAGSu7twuK0kpDtI6epiRyiCokE/a4AatQgl4kQ3aagxIRISkhg2qj+O2IPfdNoe1K293Bp90A888AB33nln/SqAkUiESCSCx+Nhw4YN3H777RiGwWOPPdZsU7KnLLDX5/CUBQ56gO7VqxeKorB+/fpG23v27AlEs693Zzabufjii7n//vtZvHgxH374YbPnv/XWW5k6dSpOp5OMjIx2kcUuA7T0h4XWrSO0cSOmuDgsvXvv9/H+BQuo/XxutCasmlBUFVOXLiRMn07N+++DpmPt1Qtj9Gj0desIr1sHNTV7nmjXOtMdQXQ40W8f/MQYGxaTmZCmY1Y0+ieuxxOKZ03VWCwmFSLRcd9mwpT606ib5yvO5uG55dPpm7CJNGcZP+8cRdDI4JqjsjiseyLPzD+XkG8+bksNujCRE7uK0weZCNV+jFmNYFE1zCYFgQtdD2JWdQYkrWdA0nre23QKz6+YhtMcIM1VyuQeXwPRhTe2eHpHs78F+ABLWRDFl4HJ7mWH5xRSxShcCRoooEcEkaCOMARZgxNwxFrI7BtHoCZC90EJKIpCSlYMmAxMCWFCQQ2TGVTdhsMUh6Jaycx1c/i4E0hOTm4XX5gtpS5At0YN2u12N/tDYOTIkeTm5nL55ZezefNmhgwZ0uR+cSl7b6n6vcf/iKSkJI4//nieffZZ/vznP+9zf/20adN4/PHHmTJlCgnNTD0M0abyXr16HaziHhSdJkB35g9ve6R7PAR/XQaahu7xRGu5+3N8bS07774HEQ4jNA3FbEaNj8fkdhNYvhzroEHEnH8+RkTD3Kc3Nf/+D2zaGG3SNnabDzocpvrppzHFxeIYM+YgXmXLG5EVz7/PH8SHv/zKIPe/iLVDlTYQh9XEtFFd+XZTBYGwTkgzKKryUBMyAQrVoTgS7V42VeWwrjIXjQTiHCqnDU7jvWUl5FUG8AfS+PNhL1IeTCTBFuC/q05iZEoq3dxF+DU7saYk8rw9cLCeFGcpCgaqAmMzF/P8immYVZ1Tcz6vL6tOMsmOajZWRadEzQwrpDpLiY3ZgDAUkuN/YejQc3CZVBa+l0ckZFCW7yPoi+CKs5GeE9vo2oPBIIahserXzZRuDYBZQ7VaiE91o5riUBRIj0vusElf+8Pn89Unu7U0wzCandtcCMGQIUOoqKjY6zni05x0659I0frK6PotuygqdM1NbLHm7eeee46xY8cyfPhwZsyYweDBg1FVlaVLl7J+/XoOP3zPVrR+/fpRXl6O09myGeYtodMEaKl1Vb0887fZv3SdqqeeIvH66zHvGqbQlEhhIdUzZ6I4HOgeD0ZNTX2/sxACIxhEcbkI/PgTIhJBSUjAfeaZqKqK5fo/U9u7F94PPkDPL2g8fhqguprqf/wTBbB3sCB9ePc4Du8+HiHGASq5/YL4QzoDMt1MGd6lfj9fSOOMl35hpydEnGrCYkmmb6qFYCRCQUUFPWKKCfmCJNkT2F5VTk0ogU3VPenm3sGb68/i/L7v4tdsfLbtOH4uHcal/d8i3raGZEclQc2OVQ2hmnQyXDu5f/SjKAi8EdeuOruC2WRwSs9PCWomVu8cwgkBC4bdQYzZh8keJjbpRLp2jUEYAneSjZqyIHa3BWestdH1lpaWsmbNGsrKyrBarcQ4YjGZY3ElmYhPcTH4mO5sX11LwBshqWvL1yjbg7q1oFujovF7Y5t37NhR3x+9NydMH7BHFnfX3GgWd0vJyclh2bJlPPzww9x5550UFRVhs9no378/t9xyC9dcc02Tx3XUXAUZoKU/xP/NN7/9wzDwffc9elUVyXfcgTkzs9HUmpHt29ErKgguX45WujM6frnhHNiKEp3K02zGnNWd8JYtKC4XRmUlRkkpSnISpoQEYk48kdpXX9uzBr2rDIbXS/Xs2STk5mKOi0NRlHY30cLeKEr049gjqelf+i6bmb+NzebTHwvZFNIYnRzDNecNxONZzOotH+C2+vF4dvDqol54wxkMSNzIsLSVABzb7Vty4rcS0Jwk2GtYVDyS/6y8iBljniCkWwlqdn6pGEyfhC0k2Gswqxq6MPH62nM5NWcuMfYY0t0BLMEQNrNCotVMuR2y0tdhhGNwxVpIdsdHr0NVOOykrlRs95HU1YWhCYo3VlOYl8f2zWtRQjoBNYzfopGQmYTVYSZrbBI2s4u4+Fg2LylDUaHv6FScnbTPeXc+n6/VaniLFy/GZDJht9uxWq3YbDasVmv0h7DFwv/93//Rr1+/311Zy+6ycOr1Q1t1HDREx3E/88wzPPPMM83uk5eXt9dzVFdX79f+bUUGaOkP0XdvAhOC0MZNlD/8NyzZ2diHHYYpMRE1MYnyBx9Etdmw5vYFIaLHChGdhMSkRqf3NAyE34/vs88Qmo45NhYRClH9739jSknB0qc3/s8+x6gbVgVgt4PVilLXZGexICqr8P7nP9gnTcKya4UrVVXr/zq6jHQX33sDVOuC/O3VTA1r2Gxdcar5hEN+vJZ+xFmrgQx82m/9gNXBOPyaE4c5gElxYwiojcSRX9OVWGst/1x2Jb6IE5OqkWCr5u4jnmJrdTfi7B7yvP1Jd53DYemF+Mw6QbU3mUkFbFYt+P19OEkswWQy4XD+locQk2gjJjE6O9jmH4tYu2QLlTUerBYVxRLGqVsJqgY7dSf9u/WiT89oS8G25RVEQgaRsM6SD/OJSbTRfVACXfvFt+Jdbn11Q6xaowZ9xx13EA6HsVqtmM1mLBYLFosFXdfZtGkTZWVlfPHFF/ucsBaf5myVwHwo6jQBWvZBty5TWhpaUREASnw85sQEFFt0fGpg8WJCmzah79wJJhOGx4NitWI7bCgJ11xN5b//Q2TTJoSqYO3Rk+CiRfW1YhEIRodNOZ2ImujSknpZGaFVq6IrT5nN4HKhOhxYevbE8NYiamqxjR6FyekktH494Z8WoG3YSNI/no4O2RICbVdzfF2tuqPVruukproIWlQihk5NxOD9X4s5td8OzKZYPEEHv24tI8VlY0jyajZVZzN7zaXEWqtYvnMAP+4YwVFdF/FtwVF4wvEAFHkySXOXEjEsWE0RrKYwFcEkfikdytjMRfg0N0F1BGcfPhyb5QjKwoUkW77hl/IkasMOChWBsuYqjvBZyOyiErFXYbEkYBgG+fn5+H6toWqDDz1ooCs6Jahs1ZNIUnRiU3PwOJL5aGOAzPQIbrPKisU72VHsI15RcbksaGEDd7L9kAjQrTFJCcBjjz2G1+vF5/Ph8/moqamhtrYWXdc599xzOf3003+3eVtqHZ0mQEutK+2xR6n93//QikuwZmURf8UV+H/6kcBPCzClpxP89VeM2loMw8C868PuGD0aW24ujkGDsCQlETN5MvYRwym54UaCv/wSTTTTddA0FJsN5wnHE1y8BGu/XPxffU0kPz+6tKXTiSkpCeeRYwlv3ASAa/x4zN26UXve+Qi/P5rE9tlnuE8/HRwOdF2P9nMbRv20kNDxatdmVaFHqouVlX5ExOCVpdv5Yi2cneMkFPHyS+lAVlf0xx8SaAK2eeJIdediMfnwazHMKxyHxaRhVgxMis7wtDXEO8s5PG0ZFYEkesVv5scdY/BFHCgKjEz/FUVZRt62NVgSHuT2D3+mJpRISLcggCAqi4MKa7eV826Jlx5Jy7jkyFNJUMIU5m3Hul3Hg0KhMBMbSaBUCIKxBrUZsWhBG54aH2aryvpfy+ie7OQ7jxfNIsjxC3rF24hEdJxxnb+Z2+v1tkoGN8Dw4cNb5XmkAycDtPSH2Pr0wXbrrY22KRYLKGAbMACjuopISSkWuw1TUjJ6WRmel2eiXnUlCVf+CWEYoCgE1q8nnJ8fnRGsbqISsxm9rAytuAQ11o01NxdLly5E7t2CqI3Wqs2ZmdgGDSa8aTOKyYQ5JQXvxx8jQqHoeSIRAgsXYlRU4D77HCyZ0UkX6jJYGwZsY1ftva5m3d5r12ce1Z2Cb7cS9EYIG4L8KoEnCMXenpT7LRyV8SUWk8rXBceAaiXBaSEtNok+CcWMTX0ZT7gbXxdOpCZow26Fn0uGMDH7W6ymMKvKchmdsYTDUlcR0OyY1QhWk6CmZgkGW9CFhtMcIiOmhNpIJv6wjZqgggWDspokIuzkma9+4KwUDV8oSNiWxjyfC78FMsxmsqxWAm6V9IQYMip1vir3Ex+C4rIyyiwqXXxgDwlibeWEa5NI7JZIRaGPtJ5uYhI61vrO+8Pv93fILGOpZXWaAC2buFtXaMMGPLNnIwChaVgyuxDauAFFgP+HH7H0ysHStStJN99EYPFiaj/8CCMYIJKfj61/f1AUQjt3Un77HehFRb8FZ4gO3SouxvPaa9HAnJdH3J/+hO2II2DZMkQgQNxlU7ENGIC5SyZYLHg//Aj/19/UN5WrcXFYs3uArqNtL8K8K0DXBd66qQwNwyAcCFDz739DMIjrT39C3ZVN216bwoekxTBhTFfWbajEW+pnZ3WITdU5HNvta47pNg+BQshIZXn5YYRFBsf0SiKgGZR7rczNm0i3OC81kUTsjlg+LLyLpQVBwroJVTHo5t7BTYf/B3/EykfbpnFqzvdY2YDFkkZcQg7HZ39Mmc/E8T3W8fnWw1hTnoXDpJJkrcFhsSMMjTjTCqyOhVjsMfjiLySuvAvhAh8hn0GGYmZQjwQGjEjlhU+3YEWh2tAp9oRIsJhI0xVi1J10YyUGsZSVH4kjNvH3b0oH11rTfEodS6cJ0FLrqv3oIwJLlmL4fJi7dUUv3YleVRWd689sig6I1DQsmZl4q6sxAgGUUBDrgAFoVVV43nqLSEkpenV14+BsMkWDbDiMXliIvn07akoKoWuuRY2NxZSYQMyZ07ENiA7lMO0aPmFUVf02L7fVimPiRITfhxIfj7VfPyIFBSg2G+bd5mpWNI3qW24l9PPPoCgY+QUkPvPPZpvC6/6/LfW0W7myRzLhrCRcuuD5H/JZXXwa1cUJnNfldUyqQWXAToXfgVA1PlxVytgeCSzJr8EXHkqfsIueKU4q/WEWbTMR0OyAQBegomE3+7Cbg0wd+AGJiZOpqqyi3G/myU8WkOA6kWtHfI3Vchin8QG94nqTZqsiEYOAOUh5KIEsdxGaP5GIIlBqqskNmoiLsdM7xkSkNEzxDzupWVJJVi8HO2IsEDawiui87ujgsPhxmT0kJZZDzAh6HZHSqWvP0LpN3FLHIQO09IdEtu/AqK1FQLQp2uXCnJkJhoFr/HgMby3OMWOjOxsGtn79ov9vMuGd/x2hDRui6z+bzfVDrRS3G9vQIYR+/iXaVK1p0aC5YweG2YQaDGAxmQivXo1r/PhG5Yk59VSCv/yMUJRoDTgcAlXFqK0lsHQp4eXLAYWYs87E0r07WnExWnEJmE1ECgqiPwpUBb2iAqvVuqvY0SBd1yzenhLNUq2/fXQvHdWNHzZXUOBTQFExhEKas4i/j7uHn0tG8FP5dL5ctxN/2EAXgkBEJyPOxs3H9eSEZxbvmrpTAQx6xefvmudMR9eDRCIlKKqFUMSLS91CXmV/IlVXULbtv5i6GwxNWY0QIAwzZt2CXa8h4k3BK1yUhbvx7doe9Al4yHTb0HwakaAOAvRwhG7bTWQdlcnGz7djM0dH29lcKoo1nsTMRNw5PRk67HCsjs7fB91aK1lJHUunCdCyibv16B4PRkU5WC0QDGHp1jW6DKTFgup0EDPxpEY11ZiTT8bzxpuYs7oT2roN39y5RDZuRHXHYE5PR/N6EbqOKTGRlMcfp3TqZUQKChDBYH3tWnG5UExm1KREzJld9iiTpWcPkv/vYWpefQVTRgaq00Vk21YQAqOyCgAhDLyffoaorUGvqkaNjUXbvh2lbt3pmBjiGkx00LDWXNdXXffXHhLNDE8YFOgSb+e84V1YvupnQkEBQkMgEMLCoJS1zCmI4A0b6IbAEOCymvEENJxWE/ec1IuXFhQQZ97C+C6fkBO3jpBuYU35IGz27mSqo3DqVRhKFQE9kSMzC6mYtwHh3oolw4xhMVBVHcWkgapRW51OXEo+TkVgD5UTsI3il3AGnoBgmGaOzlQqwGRSiIm1kOKyUZvkxFcVnVvd6jQT07UPtqOPwpHWfhc+Odh8Pl+HXolLahmdJkBLrUPoOv6fFiAEWHv3Qa+uxhQbizk9g7jp0zDFxWGKi0MIQc27/yW8fh1GRCO0fj3qr79Ga6I7diACARAC1WRGjY9DdbuxjxqN7+OPsfbtg7lLFwJLltQ3W5u7dwdNRy8txdx1zwANYOnejaR77gHAqK0luGQppvQ0LFlZeF57Hb0gn8iOHRAIIgIB7GPGYPh8GFVVKHY7ppQUnEeObfLcuwdroE1r13qxn/C6agCsgxIxpdixO/rh829BVXQUBIoi2FI7gli7iYhuENYMHBYTXRPsTBqQCsBJA1I5preNxz/5hCR7MWWBJDThZP7246iNJOKyJ+Mwn8eE7vO5Ych3hKuHYYx4CyxhFHN411KWuyjgiqtCUaL3x22tZISriFWeDNAN9IhAEdA1xUpympOMYzOIT3PgqwpTWxEiIcOBO8lGfLoTm/PQ+mqSfdBSUw6tT4F0wHzffkvtBx+gmM04Dh9G7LlT0EpLsObkRLO4dyVfeed8SvWsWdEZvkIhFEALBsAQEI6ujITDgTklGccZp2MfMRL/D98TXLgIoevYR41CKy0lvHEjWCzonhrweKLn/vgTHEccsddyqm43zuOiK0aFt22LToCi6xAMYk5PR0lLxTZ4MK4TjqfsrrsxwmH0nTvxfvQ/jOpqzNlZuCZMaHKt6937otuidh2ujfBpXgVUR+i7o4ZVmXYKtbNIM+kkOxYQ1M387BnLovzxiHCEbgkOqiI6qlllQFYc/dJ/CwZhLcCYjPnYTV40w0y+rz9WazoWYlFVhXC4FIvqI2ysIWzfhtkcRFGiC2KoQq+fDE4IQDRe7o+yXuRqJuIjyq77AdldY+h6eDKWbtEy5I6VNUcZoDumqVOnUl1dzUcffdQi5+80AVo2cbc8IxAgtG4dRiiEarNhy+2HOTUFc2oKweXLqX7pZVR3DK7Jk6l+5RX0Gg9oOmpsbPQbPBiEcIMvcCEQ4QjO44/HnJpK8Ndfott1HSMUjCacGQZKJII5IR7N50OEQhjBQP0CG79HKyvD98mcaHM5oMTGYu6Xi1FWTmDhQmJOPw3XqadQ++ZbiFCIqsceA7MZU1ISlqxsbH37/O5z7F67bjiMq6Vq1/nobCsP0FdTKC/0sq3KhyXThZZyEgm2ZYQi5SiazqDklQyIr6LKMpb1NRq1ehI/lNRy9oDfgqKi7yTGaqAZNuxmwdheaXTrNhC3w87O2iClxYvoH59PbdiGz7ASgwmzogMCFFG//KQuFIK6Ql2PsTcQi+FLwQ4YCniFQarTSvrwZMw5ciKMhlpzopKOrKUDYnvTaQK01PKq/v0fQitXQihIzFln4hx/TLRWCgR++QWh6+jV1VQ993x0ru1QGKxWhNUKHg+q2x1tHg6HowFbUVBcLtB1hGFg6dMH39wv0EqKMXQdo7IKNS4W1eHAnJaGNTcXfWcZ5pQUIgUFWHetAwsQ/OUXtJJSLD17IEKh6ExkwSDBhYswajyoiQkInx9rnz6EN25CW7cODAP/ggXRPmhd/22lrF3zehMK7vc9amoYV0tMkpIQbydPNeiNCbdQSLaZqQ7rDO7WBUutmXJvHCPjFyCEBZdVMMwxj1xnPEtqjyUn+3QAdENgUhXc7sGkJk+kovLzaD997WIOyzqWuNgj+OTrSnxbhrOtMouK2OU4zWtw20p31ZgVFHblCESviLJgOjGOfHTNyvxV5xA0GbiESoZQCZsgPTcOR5+4/b7ezs7n87XKWtBSx9K+BngeIFmLbjnVr7yK99M5aGVlqO5YbP0HUHbvfRSecQbbL74Eo6YGxWZDTUlFKyv7LcHLMBA7d0aH0BgGthEjUNxu1KQkFLsda49sTMnJ1L79NuV33U14zRqMyirCq1djyc3FNmgQ1j59cJ1wIq7x47F06YLidKLG/7auq15eTvDXX4kUFeJ5eSb+efOoeuIJPC++SGDxYtSEBJxHH4Pz6KMxxcej5ef/tuBGdTWiqgpMJhSHI1oupxP7iBFY+/Y94PtWtwCB1Wqt/zOZTCiKgmEYaJpGOBxG07T6Pu19kZbqZMCgFJamWyjt5uTCoRncMLEXA9NDaJFykmw7qQ0lYjaZSI1RsKgGDruZ/unFFIQizF2zk6e+3cbMhYUEIzpZWXditaQBJsKRSmr8dt5bsI6VmyrQI1byy7pQVH0GJpOV6NeGihCNP28mRSfBUUVFVQ8++/FGtNJh9Hc5SHfbEHaVtO4ujjgj64DvaWfUkWvQlTu2s23Zz1QVb2/15xZC0KtXLx5//PFG21evXo2qqmzZsgWIxoZ///vfnHzyyTidTvr168fChQvZvHkzxxxzDC6Xi9GjR9fvDzBjxgyGDh3Kv//9b7p164bT6eScc87ZY6ENgMcff5yMjAySkpK49tpriezn8rvNkTVo6XcZoRD+774D1YRWUgJOJ+V/+xtGVRVGVTVoOuHNm0l75hk0r5fItdehhcMIw8CUmorw+UABc5euqO4Y7EOHIiIRkv76V0zJSYRWrKD23f8i/P5dw51UFKsF18STUO12rAMGRAN9OIx91CgCP/yA9/33iD3vPFS3m8AvvxBavQZTSjKq3YbQNIxqD2pcbDT5KykZ1/ETCK1YQeDnX7BkZhDZNUUoJlM0Q9xiwdq/H+a0dGLPPw9L9+4H/T42V7uuaxavC8772hR+yTFZbNzpo1u8nRh3dJxwWdkKHPY0NOHF6chkQI8jiXUoeGpXs722kNWRcRRUB9he4KVrnB1VeNiw7WuKvVbWlpxNUdUOND2OnquqSIxdxqAeKwnUHk6GcTxJPeL5NX8coutWNKHgCZswqToxZu+uslrAdQzByEguP30UwqejRQzsbgsmm4nMHLf8Ed0EIQR+v7/D1aAD3lo+++dj5K34tX5b9pBhTL7+Nuyt1J+uKArTpk1j1qxZ3HLLLfXbZ86cybhx48jJyanf9uCDD/Lkk0/y5JNPcvvtt3PBBRfQs2dP7rzzTrp37860adO47rrr+Pzz39ZA37x5M++++y6ffPIJNTU1TJ8+nWuvvZY33nijfp958+aRkZHBvHnz2Lx5M1OmTGHo0KFcccUVB3x9MkBLeyU0Df+8+dFErfJyMAy09evRrNbosKrERNTYWJxHHhntc7XZcE6cSGjBT1hy+2GUlyPCYVwTJ2IbPIiqJ59ED4UxxcZiSojHqKqi6j8vYvj90eZypxMlNRX7kMEEf/oJFBX/ggUYlZWgaZi7dEExmYhs3Ub5Xx8Amw3VYsHaqxeoKjGnnYqWX4A5OQX/ggWoJhPWvn2jc3cfeyyWvn2p8lSj19QiImHsQw/DNngwuqeawA8/EF63HhRIuu22Fr+3zfVd7+skKTE2M8O6NW4ujo0dRVX1fOyRMnKTCgj7PiYm+S5KS94gnRC9KcIVSkONLSPJVsCguLcIeDzYNAvB4AS21p6INWzGqdYwoNt8sETokjqfAX0v5MuXd5BXMZiVa/5GaZJKTurnZMdvxKpaGZwRQ1b2tcTEDGzx+9YZdcQa9Gf/fIz8VcsbbctftZxP//koZ931QKuV47LLLuO+++5jyZIljBw5kkgkwuuvv85jjz22x37nnnsuALfffjujR4/m3nvv5cQTTwTgL3/5C5dddlmjY4LBIK+88gpdu3YF4JlnnmHy5Mk88cQTpKenA5CQkMCzzz6LyWQiNzeXyZMn880338gAvTtFURANZ6WSDpjvq6+o+e970SUi1ejsYEC0Hzk+nsyXX8KUmIihKOi6jqrrxJ5zNpxzdqMMaMPvJ7BwIY5jj0WEQtj69cOoraX02uuIbNoU7f9VVdT4eJRIBDXGTeDbb6NDsWJiMHeNBmbFZsOIaGgVFRg1nuiKV6qKpXcv7EOHYoqLwzJ2DIrNSvDnnzElJRFevw77YUOB6DrW5tQ06N8P68CBGNUewqtXodXWom3Li/ZLz5tP/PTp9bOUtYbfq13va6KZzZZOn95Ps2XrPYRC21EUlZLSN/EHt6GgMNq1nDz718TElOC0BBCGF4GBwxRhbMbXxFk0Vm47nTh7Alu83eieUMDOQCKxmyMEvREsBiQKC13T5rHS24eSQAJT+n6OQRI2W0ar3a/OpqNlcVfu2N6o5lxHGAZ5K36lqng7CRlND4c82DIyMpg8eTIzZ85k5MiRzJkzh2AwyDnnnNNov8GDB9f/f92Y80GDBjXaFgwGqampqV/Nq3v37vXBGWD06NEYhsGGDRvqA/SAAQPqP7d15Vm1atVBubZOFaCllqCgezzoVVWoLle0GVaPzgBm69kTNS4OY1d/anjFCvyffoaakEDctMtQGkz+X/vOO4RWrARFIeGWm9HLyvG8+mo0ONf1u9psKBYzikkltHBhdKYyw8CcnY0pMSk6v/aIEZTfdHO0OdxsRrHZUNxu9NpavB9/TGjtWhL+8heCy5ahmEzRJSoH9Mf//ffYBgyIJqrVerH1648pKQn/2nVoRUXRlbQUJdrkLQTKrtnE2sqBTpKSmnI2Xt8qYmKGsmDtu1h1GyYlwvbS7aTYt2BSNXQ9moEdbXUWWE0WxqcUM0BL4N2SfH7dMYG4sjDdLQrx2feTNjAFI+9UTMlryMmtYqKjBJ93PSazG5PqIBKpxGJpvR81nYWu6wSDwQ4VoD2lxXt9vLqkuNUCNMDll1/OxRdfzFNPPcWsWbOYMmXKHouPWCy/zUhX19XS1La95YHU7dOwq6bhOeoe29dckt8jA7S0V87xx1DxxBMIXY9OLmIygc2G4/DDSbrnHgyTCYRAz8uj5sUXEaEwZsMgUliIYrGgl5Xj/eADtNJSVLcbxWQC3cD78cdEtm37LThbLLhOPhnhrcWUmIT/+++jQRhQzSbir7oSU1ISZXfd/dvKV7qOCIcRfj9GWRmK1YIpKZnIhg2Y09IQkQhaWTm+r75CURSsvXtjHzOG8Pr1mLt2xdI3F3X5ChSLBUtOT0xJSQifF9cZZ6C2o/7ApprC64J1U7XrmpoFFBe/iACqquZh0mso8fdkc3UW/RN+BkXfNUGbioEJs2JgNsehYJDomcR201rOGPgPIrqJ+ZvP4uhun2Gy5+NIh54ZHwMuTCThdExC02oIhQqwWdNxOnu31S3q0Ly7JuPpSAE6Lm3vrSXx6a3bmjJp0iRcLhfPP/88n3/+Od9///1BOW9BQQE7duwgMzMTgIULF6KqKn36/P7wy4OhUwVomYBy8Ahdx/v5XCKFBRiaFq01G0Y06So+HvfFF6EkRjOpQ7/8QtUTT2KEwyiAtV8/Aj8tILxyJVpJCabUVNSYGKy5uTiOGImlezfM3bohFi6MNpsrCtb+/Yi/4nJCK1dGF934TqBYLChuN5YBA+qbm22jR+GfO7dBQUW02d1sRkQ0hKJgHTIEk9tN7QcfoldVo+XlR5vG/X4iJSVo+QX4vvgSU2Ym8VdfRdwVl2PU1BD4/gcQgpjjj2+DO75vmmoKr/vTtCAez1K8vmUYQiCMIIYIkRwTR0AkkUo/urm/JKKbCBp2IoaV4sAERmcFqK7YhKMyl20luRhd/kaMuQbFrHBi8jIczsK6cVS7+IhEDFyugdTULMBmzUSg71lYaZ/4fD6gYwXoxMwuZA8ZRv6q5dERGrsoqkrWoKEtWnv2eDwsX768cXkSE5k6dSp33nknvXr1YvTo0Qfluex2O5deeimPP/44NTU1XH/99Zx77rn1zdstrVMFaOng8c2bh+eNN9ArKlAtlmiQjYtDLyvDnJ2FKTsbwmH88+fjmTkLragIdB37iBHEX30VVU//AwDFZkNoESwZGTjGHYleXIxWWorzxBMILl+G7vOhaBr2MWPxff45te+8g15RWb+AhikmBtexx9aXSy8sjNbi9d0Cgq5jSkvDPuwwTPHxKKqK6nKixsSgOp3RBKyKSrSCwmjNXNfRamup+OsDdPn4f4RXrULfWQpAaNUqHGPGtNatPiANa9clpS/h8SzEMAzs9izMpnjAQjiynXHdzsfl6sv2Hdvw+9ahqGasvtFsEUfxXn4F3fKPZ0i5g3zFT3I3P6pqoAhwpawEdffmOjs2Wzfi4o4gHNlOTc0SkhIntvaldxo+nw+73Y55HybeaU8mX38bn/7z0UZ90VmDhjL5+pZNsJw/fz6HHXZYo22XXnop9913Hw8//DDTpk07aM/Vq1cvzjzzTCZNmkRlZSWTJk3iueeeO2jn/z0d6x0htQojHKbqxZeIbNwIJhOm1FRcJ56A++yzMQyBsFrQ1q2j4sMP0Sur0HfuhF19uEYggOH1Yh91BKEVK3FOOA7nhAkYHg+VjzyKCIWofv756DhmYWBKSEC1WjF27iRSVRVd2CISifYvm82YMtJRdiVsGLW1BBctjta6dw/Qu77cwqvXYFRUEFiwEK28HEt2NsqE44gUFBDevBmCwejEKbua6xVdj5bfYiVSWIQpIQFz126tfcsPyBtLinj/1810cSmcn1uG02qjW9fLsdt7NJokRQhBZsZNABh5PlbnF9Al9UmyHB7KksZQUzwKlyrAVo0QoCoGqtWCIFpbd7mG0CVzOroAq603qmohLXUKaalT2vLyO7y6DO6O1gJoj4nhrLseoKp4O9UlxcSnZ7R4v/Ps2bOZPXt2k4/99NNPmM1mLrnkkj0e2z15ODs7e49txxxzTJNJxldffTVXX311s+XZ3dNPP9104f+AThWgO9obvL3yzp2LVlhYlz0EhoFv1xKRCffeC4EAtW+/TeCnBdFVqNLT0XcNzNcrK6m4fwaKw4H7nLNxjB2L7vFQ89prhDduRGgaIhBAr6hEjY3FmpuLKSEBS49shKKgxMUhfL5oMpfXS2jJEnacfQ6pz/wTe//+WPrlEl63bs9CRyLoxcWYkpOo/eCD6LjpiIZw2ImbNg29qgrP668TmDcfk8OB2rs3BPxYevak5s23CC5cALqBYrOC0XGaa4s9QV74fj3VAdhW3oOeMd05pkcx1Z6fCJa+RUrKabhjBjUaxqV7w+j5XlRlE3ZRja5CN/sGjCGriLPWYLEEoytUKRAxfBhqBi5LhEBgPTtKP+GNjZfiDZZx6SjbHsO8pP3n9Xr3SGjqSBIyurRqQtjuQqEQhYWF3HvvvZx77rmdalWwTjWTmHRwmFNSUZ0OFJsN22FDsWRng6qiFW1H1Nai2mzoZeXRqTrNZizduhJ78cWYEhIQNTVoO3cCoG2Pziyk7diB4fNHF9MwDNSEaN+1GheHY/RoEm66Eff55+MYfjjOo8YRd9GFpD78cLRvWQChEL733kexWLDl5qKmpYHTGW3qtlga/ZCIbNkKTheRgsLouOb1G/C89jqe2bMJ/7oMIxTC0LTo2O0TT0KNjye8ZjV66U70ykqMqur6ebs7gjiHhVBEwxAKmjBhUg0s5ngqyufi922geMcrQLQp3GQyYcEE670oGphLEnBX9iTocbHU40Zz7ARTEMOwRBc3MUy8tOoifizMocIXQggdr3cVId8S8iv9/LC5om0vvpOoG2IlKxh/zFtvvUXfvn3xeDw8+uijbV2cg6pT1aClg8M5ehQpDz6IXluL/aijCP78M5V/+zuKquL/7DPiLruM+Ouupfzhv6GqKu6zz8bauw/BBQtQTCaMQABzVhbOCRMAsHTvjmJSURwObH37EF63HmEY6NXVGFqEwIIFOMaOxXXCCdhHjECNiUGxWHCdeSa+994DIdAqKvDPm09402ZsffoQWrs2OjGKrtevGQ0gwmG8H3+Msms+ba2qkuDy5QifD8Pvh3AYYTIRXrs2Oj2pEOiVVdEm8l0/HsytlKF5MDitJk7oXcKP2+zE2zwcnl5IZuad7Nz5HprmwW5vPCOa7gljVIWoqvCx3B/L5i2nsMOssFMU0iV+MzGqBuXnk9nlRWpCbnb6U6gMJaAbJo7P+g5ECRO7vcj3pqOp9p/bRlfduXTESUrak6lTpzJ16tSDft4ZM2YwY8aMg37e/dGpArT8BXpwhPPysGRlYU1NxTCM6IIWkTDCZCa4ahXuQIDaDz7AqK5Gzcig5o03UJwuLH36EF65EsUdg/D7iRQWYkpMpOatt9A9HhSblcCvy6CiAkwmRFUVwZ9/wZKWhmIy4Rw/HlPCb3NsJ990I2Z3DOHVa4gU78D35ZcYNTWocXHEnHUWtW++CTU10Z1VtX6pS714R7S5WlUJrV0Htl19znXLXCoKaBr6jh2ocXGYU1MI19SA3Y6akoK+fTtqt47TD33xkC0clrCWeOt2bGYHgWAeOTkPEQwV4nLm1u8nIgaRTR58kQA/lpZToJvApGJBJRBKZ86aixidqXLx8als3iZIsFVzWNoKtlT3JNnhoTyQTFBTWVnej8NSlrLRF0sgEIvD0aMNr77jkwFaak6nCtDSgdFKS/F+8SXer75ChMOobjdqfDzaju0Y/kB0Tm1Vpfze+wjMmwdCEKmsrB8qhcUSneBjxw7MaenRRSmGDEHbloeiKOg7d6KEw4hdWcdKYgLmlBR0j4fg8hWYu3WLTtlJdEYiw+PBNvQwItvyUC1WtJ07MTzVmBBQVAQOx28B2mZDTUmJTglqNtcngREOR5e5tNujTeaaVj87mRobi2K1YsrOgg0bIRIh+P33aJMmYulAATopcSw9fcsJhUIYusLi4jLeKKykW2wiD/RWiVVBK/VjeCKIiEFAiZCMwgZhkOgq48LsLHx6Ct6YbDK6/out+T8ACooiOKXnl4AZzXQ4xdU2tnm68NOOIxiWspwjM74nGBwjA/QBkgFaao4M0BIQDc4777qLSEFhdF7scBjV5YpOJGK11k8aoldWEl67plGzcv1kI7syhhECEQpiHzUKANcpJxNYsACLpqNt2YJuseA8djzx1/8FrbCQsltvhUCA0KaNJFx7LZa0NHxz5xLZuhVL797EXnA+FU8+RWRldCYyEQ6jWCyY42LRAoH6stmHDEYvL0er9aL4fBjBYHRSE10Hmw1CoWi/uc2GmpgI4TC2oUMw/IHojwzAqK6m8q8PYOndC8fIkcScccY+rTvdlpKTTsJu68rWbY9g6Abf+QYSxGBLTZA1vhAjMRPZ6AFAdZhIsiWRu81PYsoiROZ8IqqdXsZNuAf1Y0XhchRFQVEsKIqKYQRRVSsZqRP457JMPN4Cju66gESHhzhHDg7HUMLh8EFd6/pQ09Gm+ZRaT/v+5pFaTdWrrxLcuOm3GqeqYlRXg9WCarWixsdhRDRUmw0lPgHKyvcc6gRgt2NOSkKJjUVEIvi+/hr/vHnY+vXDecIJBBctwjZoMI4jRgIQ3LoVsWtBjfCixZSuWYu5e3fMycmYE+KJbN6MmpAQHQplGNGhXFXVIATmvrnRRS9qakBVCS1ZSvxf/oL3ww+jiWAmE0Z5ebTWXFWFKTkZxeHA3KMHRCIoViv6jmJir7kafccOgsuXQyQcXY86EkZxOLAfPhxLz/ZfQ4yJGUiP7DvYvPYj+lZWsNWZTarZQl+hovw2TTBqnA1HhpO49TUE7KUEDAUhQgSNQpxx3bGXZePzrcFiTkTTvYDAMPxUl/+bp06+moKil1AMD6rqosJ9MsKXT7/4fgd1retDjQzQUnM6VYCWfdB/jO/nn6l9+53fFsKAaDC02aLDoNxu4q78E4Eff0IIgXfu3Gj2tGE0rkmbzSiRCPrOnQQWL4kmg9XUYEpMRPj8RIqKUCzWRrNSmTIzok3RdeeprUXbsAHVYkHp0gX74cPqm6Ixm1FMJtSkpOgiGbuWikRRIBzGEALFYkarrkYvKorWfC2W6HVFIhh+P+7TT0O12wn+/DPa1q0o7hi8b71F4h23U/n0PwguXAiBAEZxCf7/b+++46Oq8v+Pv+690zPphQSSkBB67wgigqKAoURBLIgirIrYV7H7XZf1p6i7q7tr3VUUCyKSAIJIkyKgIKIgndAhlfQy9c69vz8GRkJRhHTO8/HwIcxMZs4Mk3nPPfecz2fZMix9+zaIgAZwVpThUbfRM2Qrl5Uep03kzZgrfEjNzBiSgkEHQ1MbmktFNhsIzb8CVSlH8YTiNVaybdvN6LqKz+fF5zsO/Pp+UNVyiou+xCB50GUjTsnK8qx1qGzg/s73Ex8UH9jGdWopUiBwZC2Ors+usrKyQW+zEmpOowpo4Y/TdZ2KlauqhjOAyYQxJQVrr54EDRuGMTkZyWCg9MOZ6AUnjp6NRv/5XofDH7KKEphupqICNS8PrFa0sjKUJk1AkgEdz569/haQoaFIXi/GTp3wbNniP3rXdX9JUUUh4rFH8R48SNE//okcbEdu1w7ZZsO7LxNPeTlkZYH3xMIvWUYvK6Pwr9P858oB3WhECg/3N8LQfl00phcUoHm9SFYrclg4voJCSj/99NeyoSd5vJS+/Q7Gpk2xdOlS4/8WF0PXdORCFcmngSwRHGREL3bhsjtQjgejF3tRws2QEISEhBRqhKwmOA8PQLPkkhO3nmBA07yAD6haPSyHRDTTdaSoc9F0F1mGy1A9FXg1L+Xe8nN24zo9rMVU+JkqKytp1qzu9hEL9ZcI6EtYoP9wYdX9rHJiIuakJCKeeRpDdHTgcs+ePcjBdn/t3ROFSfB4/OFsMoL3tJA/eX1ICK5ffkG2WAItJX25OdhvuIHyuemo+/cjRYQjuT1oDgeSzYaxRTKuzT/h2rYNNSvLf07cHoTSvDm+7Cx8pWXgdvvPeRsM/mB1udAl6dej8ROLwpTISP8WK133N+g4sc9Z1zQknw+tvAzfli3oLmfVGQFAsljQCurPfl9d0/DsO4pktGFsHoUkn+jAU+QmqKwVzZXb8dmdRAYN4mjeW1QWb8NS0JImx29DDjXhq/CCqqGVeKiwF3O82QdIko7qDCVSboJkVggPG0hu3ud4vf7Sp0WE857pWYyeSMZHd2ZEdAytJRt5ez5mc/5m3vjlDR7p+gitw37dnvZHel1f6kfXYopbOJdG9RshprjP36kfmIaoSP+iKaMRU48eNPt8NjGvv1YlnAHMXbshB9nBoPxaHAT8R9OSDKevfA4KgqAgdFlGd7nQVRVffj7effuo/OYbHN9/Dzar/+i3qBitpATJZMLSpw8oBpzff4f7559PPLgZc8+eGBMS/NXGVNW/B9rj8X9ZOLnN6tSAtVj8H/42mz/E7Xa0wkK0guNoBQXoTi8+hxvV5Q48BykkJLBgDJMJe2oqlsv61MC/wPnTnCq+Ev+XEed3m3Au347j6814duQFbiPZDEiyRIjUk5jIYUjBZir17ehuL86g3fhKK9DKveguH2qWAznUTHCQj2BFwmTQiQopwupsTZvk/9CkyQ34QkZRRghuTFQQiqZ5cToPkle2E6MxErvRTqQ5ksySTH46/hN3rriTzXmbzzr+k0VSTCYTFosFs9mMwWBAluXA+1BVVbxeb+A9eSlxOBwioM/ThAkTkCSJyZMnn3HdlClTkCQpsCf65G1P/2/o0KGBn0lKSgpcbrPZ6NixI++++25tPZ3fJY6gLzG6rleZdpRlmZDbbkO2WlGiogm+ccw5f9aYmED4Qw9iSGlByRtv+o+8ZRmMRswdOqDLMp7s7BNhJyHJsn9Fd1kZkiyjlZX5zz9rGrLRhBwcgiE6GiUiAq3Uv8pYLyvDuWwZks2GqXNnjLFNMCQmIikK1oFXUp6ejq+gEEymX6ekzWZ/Y42oKHwVFVBREVhQpjSNwxAVjVRSgnrggP/oWdPBEgQY0QqLkIwK2GwYrFaCRo1ECrKj5eQQNDwVU1JSrfy7gH+fsppdiWQ1oKuV4FVRYqLw/FKE6tNwhJmwFJeDLoGuoZU7Az8r2wwYOgfjqjyEOTIcxWckwnAFRd6VBOV1Q/K5MTRrgmSQkCwycoiRsOY9Sc4fR6HzK1RjGeWuzWzfejs7TU3JUK9mLOEo+LBRQT81A9kQSR/vdlyu3litSTQPbo7L55+NUHWV+Qfn06NJj999nn/k6PpSWGhWUVEhtln9AQkJCcyePZvXXnsNq9UKgMvl4rPPPiMxsWphnqFDh/LBBx9UucxsNlf5+7Rp07jrrruoqKjgww8/ZPLkyYSFhXHTTXVfY77RBbQkSWcteC5wzsU7hpgYws5RDP5sgocPx56aSvHLr6B7vWhOJ7bBg1Gioyh89jl8RUUo0dH4CgoCPyNHRaG73chBNtTcPKTQEKzduyENuALdp6Hm5PjPFZ+covZ60R0OrIMH41i0CGPrNlQuXIRn80/+1eVGo7/cp8vl3z5ls2Fq2wb3dv8WMB0wREdjatceQ7Nm+Fas8E/Nnwhu0JGtJiSDFXxebMOGYOnaFdsVV1Tvi34a3efDl5ePHB6GbLXiKyvDu38/hrg4PHtK8R4qBEnBveVbJFnFNnw4iiWG3bkVFBaAFNOcfloOkjkYc7dfZyw0VePAnhdwug5g2Z1As+L7CDcOxvR1GShm5I465h7RqEcrkCULSpgJ75EirPs6EG7yUdA8A6/hOIpqJ9sQiioZyNBvxE4F/VlDMllkqH3wGBLpavK32lNkBatsxak5kZG5LPayP/x6nHru+uT78mRYn63XdWOcCnc4HATXo/7jf5T3uAO1yIUh0ooxylrjj9e9e3cOHDhARkYG48aNAyAjI4OEhARatGhR5bZms/l3W0MGBwcHbvPCCy8wZ84c5s+fLwJaqD2nrrAFLvpDTpIk7KNvwL31F8ydOmJq0waApvMy0FUVx9KlVC5ZiuZ2+49yTSYUux01KwtDfDzG5Bb4ysqoeO993L/470OXZNTcXLTsbGS7HdtVg3B8sxL39u2oJaX+7Pap/i9hsoxkMqGfPP+sqviKSzC1bYscFIRWVIihaTNMHTtgat8eX1aWvyb4iUVMckgQhmaJ4PWgJMZhiInB1K4dvuJiJIMB+Q98YOqahu7xgKbh3LABz65dGOKaYhs0EDU3F9fGjQBYhwzBu3Mn3iNH8OXkYrmsD1qJv/a3e+s21CwDkm7DV1qK5nQiSV68B/eihhWTe9RNcXIMkhaOqVUn/7+BIqHrGmpFBY6vc3GEZQIaLvkw3qOFaCVHQTIh26ORzCpahRdfjgMlwoL3SDaePcfAGUwQbdEcQyhoMwc1pIArzDkEeTaR6YsgUioihkpelR6kgGgyPTKjHBrdg6FLVBfu6ngXO4t2MjplNN1jul/Ue+rke/LUo+tT/2usR9cN9Qhac3gp/Gw37sySwGXmVmFE3tIW2Was0ce+8847+eCDDwIBPWPGDCZOnMjq1asv+r4tFgvek2ts6pgI6EvAqVOIJ49CqoOpVStMrVpVuUw6EZz2ESOwjxiB5nL5F4cBvrIyKhcuxL17D8bmiehOZ6BwiFZejhISiqVdW4yjRmK97DK8x45R8u//gKqi5uYR/uij+ErL8B48iGT078/2GY3g8yHZrMihoVjat8PcqzfGFsloBQXIERFUzJuPZ+9eNOeJRWCyvy64MSEGc+dO/gIrHg+VS5b4K5ZlZ2NsmYK1Xz/kiAjUrCzkoKAqZUgDr63PR+XSZbi2bsGXfzxQ89sQE4Mncy/oOlpZGb6CApzfb0B3OtE9HnSvF1/BcZSmzVBCo9E9PnRfOZqnEs3nf100lwv3np+RTQphFVDpak7H/gPQyv0fHp7cco4U/x1nxX5ClH6EZw+huMlyjN4mqGoWitkCBjNIKhgjqVySCU6Qgs1ItgJ8x7OBUCRrHB5lP5KqsdvVm0KlKR2UH+lilljkHcA7hhvxSeGg+pCQsJwIRaNsZFybcdXyXjqbc02FnzxN0xiOrnVdb7DnoAs/2417X0mVy9z7Sij8bDfRkzrV6GOPHz+ep556ikOH/FUK169fz+zZs88I6EWLFp3x2j7xxBM899xzZ9ynqqp88sknbNu27ZztJWtbowtoMcVd1akfZNUZzufrZDgDKCEhhIwbh+714j16lIqvv8a9a1cg0NTsbBTAUFaOMT6eolde/XXbk8+HZ9dOMJuQg2zobg+GZs0wNm+OZ/t2MBrRy8tRc3NR9u3D0rEDcnw8nv37UXNywOPxb782mfyL4VqmINmsKE1iqVyyBK2oEExmTG1ao+bmIplNuLdsRY6KxL35J7xHj2K9rA+2wYORThyFq3l5qDk5eDIz8RUW4cvNRTKb4USZUiTQPf79177j+eiajrFpUzS3vxCMr7AIY6tOKCFJYA5CVw/gKyjAEBGDz2lCPVqKd9d20DRaBNlopRYTLHcDKQTvsWM4927FkbATFAOVwduJqBwOFg2XdR95QXk0OzYcJSQBY1wb9IJyfAUVSD4dKnTkEAndJaF7CjEGxWN39cEh7WOudRRDmEuhBiVu2Kp0Q1UiuDpIo1QPomeIjfZBltP/mWvc723jashH1w2x1Kf3uKPKkXOADu7MErwFzhqd7o6KiiI1NZWZM2ei6zqpqalERUWdcbtBgwbx9ttvV7ksIiKiyt+feOIJnn32WdxuNyaTialTp3LPPffU2Nj/iEYX0ILfqYvBdF2vk3A+F8loxLlmDVpuHr78fGSbDc8PPyCZTKh5eQSPvgHPvn3+o92TU9iKgmPtOvTycjAYUMJCsV5xBZ7t2/wL3OLj0YqL8R46hHfffsxdu+D66Sc8mZlohUVgMaNERaGVlyOHhGBs3Qbvjh2UzZyJr6gIOSwMU3IycmgocnSUv8vlzh3+fde5ef7mH4cPo2ZnY2jaFF9+Po6VK/0V1xyV/sIowcFYevbA1LoNak427h83+yuXxcaCqqKVlyNZzAQPHIV71y4koxHJEowhPgWtogJJ8aK7DqEW5yMHh+MrPoRiMUGwHWPzJAzRUSg2BVPbSDz712BQDMjFMq6IHILUBCxdYlFLHai+AjSrh4IOW3FUZiK7ZaxZvTCXJGKSLUhGFclgwtiiN7pDBXTMUgrB5YOYFPY+R+RwvJjYp6dQrDZB0Qq5SvofiSFJJDd5qq7fPsBvLzRraEVSKisrG9w5aLXot1uyqoU1G9AAEydO5P777wfgzTffPOttgoKCaHmivv+5TJ06lQkTJmCz2YiLi6s3n5MgArpROtdisPrEEB+P9+gxZKvVv+rb50N3OpGsVioXf40cEoyuepHDwvyLwlQVvbDQH9oeD5osI8ky6tGj/taVx/NB01GzsjG1bo1z3Tr/YjRJQomKJOLZZ/xH0kaj/3YHD+DdlwmVFUhGA0pIMEpIKLLZjKV7D9TcHCRZRne7McTF4bNYkENCkcxmyr6YS+XixUiaD3O37uglpf5CLOhY+/TB0rUr3qNH8Wzbju5TkS0WjC1TwGQi6LpUrJ064vhmJerxfCSzEUNiMBAChmy08sP+MeoebP17g8+HpVcvfyU1XcPYuhWSWcGTrHLEPRO38TiKZqPSuocoTxzmvKvRopeAGoJHL0Gv9OGTvFSYy3BKMrbKXCwhMuYWKZjbxuBzqvhyHCBLVET/QKLsI8SXz8b8x9hqCyNK8tLJtI7QyjwqpEp03Yd0au3QeuBcR9cng7s+F0nxer14PJ4GF9CGiN+eRTFE1vxisaFDh+I50aFuyJAhF3w/UVFRvxvidaXRBXR9C6LaVt2LwWpK0DXXYO7QEe2O2yn933u4fvwRrbAQ3evFuXEDALpP8+9hVpSqZUV1HUlR8B48gFZR6Z8hMJn9K799PrSyMgwJiRhbtcL900+Y2ndACQlBCQkJPL65ZQq6x4Prp59RwsMIGjYM7969+EpK8Lly/UfJuXkokVFY+vXD+e0atPJynBt/wLl2Lb6sLHRVRY5pgrltWzyZmUiyjHziPLUSGYmpbVuQQLYFYUiIB0nC0ta/mM464ArUvDyUyEj/lxTAmDAIY3Jz9IpKTG3b+EP5LLzeEkqid6EVe0GV0CQ3ijkMS/sYjLuH4y20ExRmIqI8gTxpJorTSGTYQArcFnSpOdbg4/gKduNYcxhzp16Y+7VE3V1KiLk3pYZ1VJQnscMSyqAsBxUGmRTFghykENVkeL0L57P5o9u4Tv65LlRUVAA0uCluY7QNc6sw/znoU88oSmBuGVYrq7kVRWHXrl2BP5+N2+0mNze3ymUGg+Gs0+H1UaML6EvZ6fub6/uXFUPTOACCR9+AeuwYHocD2WJBO9mByufzV/syGPwtKk8u8pIkpPBw3D/9jO/E9iy9rAw5MhJThw4Yk5KwXTkAAGufcxcZsaemYu07CM2to4Qbcf38M96jx1GatMIc2wlLx664D+yl7KOZeI8ew9KpE3plBbI9CF3XkYxGFHsQIbfcjHv7dpTYWEzNmwMg22xYevVCzc7C1K4dxtNKOUpGI8b4+DPGZDptm8jZHDo8HYfjAJruQVHsWCyJtGw1HYvFREj/n3EXrMZrMlDubE/08bHYQzpi6h2JdVM+WulxfEWFqEePghyKL+97vPuNvN5MQaMlQ72hvGfthW6SmNXSTqTTy1qlG4/m+Gh+tBO+BA9KyNm/ONRHv3d0XdcLzSpPlKVtaAENEHlL2zNXcbf0r+KuLSGnfOk+myVLlhAXF1flsjZt2rB79+6aHFa1kfRGtqJKVdUq35IvFTW1Uru2+EpKKH7zLbTiYtx79qDl5PjD2GZDsduRgmz4Cgr91cMkCUNMNFpZub/4idGIITYWS98BGEJisVzeB3M7/x5hz4EDuH/+GUNSEsZm7ZAUCSXais/hoHLxcjw78jC2aIOhSRi+gh14D5QgR7bFENkcye7C9d1svFnH0MorMLVtQ8jNN6MkJFDy2uugyFj79SPo6qtr5TVS1Qr27n2E8optWCzxGAyhpLSYhskUhSz7iy8cOPgCDsdenM4DmEyxKNhp2/o/KEY7np1FaJUefGUH8ezYjJqtIymhbE7uxOct8km1vYsVmcXavRwzJSG7NZxeN2XWcu52ZnBZiUTMoXFY+sdi7d2kwb3HTnf6Nq5TPwpra6HZ7t27GThwIOXl5fV2tuv3eAucqIXOWtsHfSlpdEfQDf1D40Kc+iHTEMMZQAkLI/KpJ3Hv2UPe40+cuFBBttmwXXUVmseDlp+Pr6wMOSICX34elJSihIcjBQVh6dIFS4dByMGRaMWgqxqgUblwkX8qfPkagoaMxxCbiFJWhnPtEiqXrQCC8GZuxXr1MNSj+/Add2AKaYHmrMSXfRC1pAytohIlMhJz27aYOnRAkiQin3karbQUOSys1l6j3LxZlFf8gqZ58HjyiI+fjMVS9cg8Jvp6cnI/RlXL0TUvkklGNpmQZAlj+3AKjy/BRzmR/cbj/j4HpyuXpuVfkSDFIqETjM7Dps3kpfQho6ic9cd9GPGxwNKf7vpKcPpwrcvD2MyOMb7hbQ061dmmwk8N69o4uj7Zyaoh/s6eZIwSwVxTGl1AX0pOrtQ+OWPQUMM5QNOoXLIUSkr8f5dljC1TMPfojiEmBmP79kg+H3mPPYZ6vABdVTG3bInt6qsIufFG3L8UolV4kUwKyBJISqCutmQyozv804m+wiJ/q0qLCTU3G0NkDGr2LiRzC+SwEnyOfWAqRw72YWqVAs3jUWKaYGrXPvD6SkYjSi2fxwqytUHXVUBFVSvIzpqB0RBOSMiv5TXt9g60ajmdffufo7x8K7quoev+90d5xQ/kFswCQNNdxPS7kUOZr6B7yxhTIWN2X445yEBU0Cg+LKvkoNODQ1aQpSBcGCk2aTQF3G4V55bjNG0W1LDfb6c421R4bRRJaYhbrITaIwK6gWooi8H+iIpFi3CsXu1fPR1sxxAbh334cIKuuipwG83tRq+oQLZY0FUVQ9OmSCdeA1P7cLQSD3KIMdDlKeSO23GsXOXfWpXUGdliRo4IRSs9hn3YMNz79mEIC8XnNKIVudEKHGhHDqM3zcaQmIitX1/MXbsiGWu2MtL5CA+/krCwAZSUfIuu+1B9FTgce6sEtKqWcujw3ykpWY/RGAHoaJoLRbEhyafUINZljh1/A5fvMEZzBKbgJrQw3sPBgkreq/RyxOcm0+XfO67oPmy6l43BiYRoPsqAgr2FDG4bTmjLsFp+FWpHbRVJOVlFrLF80RGqV6ML6Evhjd7QFoOdD83louLLhf6FYGYzwdddR9ifJiGfVgVItloJHj2Gyq++QomKwtq/P+aOHQCQDDJKVNXtH0pICMFpo854vKBrrvH/3+FAzclBc5lxLt+M6nbhK69EMkb6+0D36lVDz/iPczoPIssmZNn/HA2GECIiBle5TXn5VlyuwxiNUbjlCDZY72ZHscKYaJ2Q4G4kJjyAqpai6xIFhV+hKKGYTDGEhQ/kWNG7/IshZBHEEY9OE0XG5/Zg090kKJm0zW7JXlmjHB2vD9R8JzTSgD5VTRZJaahVxITa0egCurFr6IvBzkbXNCqWLcNXVuov4WkPInTCHWeE80n264Zhv25YtTy2bLNhSknxj8NRgOeAF7M2FENsE0wdO1bLY1SHkpL1HDn65omQNqIoNlq1fAmTqWpLUK+3DIdjH5JkYEP4VNY6o8BZShOTgYFhQYSG+le1Z+575sTtTMTG3sTx4/MBHcXYHNnYh0hNw+T1ovhcXKuvoKf6M8FBcYTIf2KfAWLNRsz5LtSsSgzNLq0p2uosktJQ63ALtUMEdAPSGBaDnU3xO+9SufBLdI8XY0oLgkeMQKnFxVcnWXt1xdqra60/7vlwuY4gSQqyrGA0hBMReQ0zi4LILlrAFZZcrkhMw2xqQm7eJyfOOSuEGH799Q5Vfg0In+aitHQDuu5B172Ul/+Cotjx+cr5U8hesiOG0dpq5t3DeSzy+nhLGs19qo/LfXsIshrpYlXQAK9Hw1jouuQC+lQXWyRFnIMWfkujC+jGElqnanSLwU7wlZZS/OGHVH4+x7/v2WzGkJhI0CkN1QW/yMghuN05BNu7Eh5+JR5LR37M/IVrnZ9R5pLIUgpIiL8PCRlJ8r8/boyJIiU0gmCDTFf7r6tsFdmCQbHj9RYgSQo+tZiWKdNwODIJDu5KZ8UfGDk6qIqCqst8bEyje8kxJCQKHF4sioJ0tAKMEsYWIcj2uj9HXx/80SIplZWVYopbOKdGF9CNzemLwU5OmTUGrl27cMyb7+/pLEnIERHYR6XViwVZ9Y3RGEFMzPV41RKC7V3QkEi0BKE7FYJljbKyTezYOQmjMQKbrS3RUakEWRO44hy7X+z2zrjcWei6htuTT2HRCuJibw1cr2luJti2sqksBVAok4J5s3lH3qz0IlWoOEsc4FUx7XLiSQzG0iP67A90CTufIinbt28PVBMThNM1/KW/jdip375PnSJrLCT8zxGjEUwmIp58AsuJBV/Cr3Rd49Dhv7Nj5yQOHZpO/vH5KJLE0ynt6d/6GTrEXoeu+3C7j1Je9iOqWoaqlpzz/ioqtlNSuu7Elz0AlYqK7VVuk5efjuv4R6SwC9CwyDKhoWYMsTYim1oxVOYTpDqQK0rwHC2uyaffaMiyjNFoxGw2YzKZWLduHV9//TXt27ev66EJ9ZQI6HqqMS4GO52lVy9s/fpiiI8n+JZbCLryykb5PC9WpWM3JSXfo2lOPJ7jeDx5ACiSRNPQ9sTF3YLZ3BRQkGQDuu5F03+r4byEQQkBFAxKCBZLIjEx1weudTgPUFb2Iwu0q9hHKySgrdXEX1rEYunbBHvPGMKaeDA6j6GphZhSzuyTLfy2devWcdttt/Huu+/y+uuv1/VwGqWBAwfy8MMP1/UwLkqjm+JuDB/wjXUx2OlkRSH6pZfqehj1mq5rFBxfhNudgyybCApqS5OYG6vcRpIMtG71D/LyPsflPkaQrTVRUcPPeZ92eweSkp7A7ckjKnIIimKrcv2hQ6+gqqVU0hsDOq3YyzW+HVjcQ1HCuqGEmQm7dwTOTftRwiMwt4mskefeWK1fv56xY8fyz3/+k9tvv73R/n7XhAkTJjBz5kzuuece3nnnnSrXTZkyhbfffps77riDDz/8sG4GWM0aXUCDP6QbYonxxroYTLgwBV6VNVnraHp8EQoakqTQMuVvGI1nBqLBYKdZs0nndb+VPo1vvB1oZulKE8WGrmscOfovKip2ENtkLLJkQJJkxivpBKtlDNPTSSCMI0d20aH9DCTJgGwxEnRF7TVFaCw2btzImDFjePHFF/nTn/7UKH6/CwoKKC4uJiIigsjImv+ylpCQwOzZs3nttdewnugE53K5+Oyzz0hMTKzxx69NjTKgG6JTix6cXAjWGH55hQuTlzeXmTnHyNdjuVZTCJEkzMZwZPniax7/N6eItSUOfL5KHrQup31wBGVlPwJQULCY5OSnKS39gfLsz7jGt5QQvZgKr4FoUzRQ/9tN1lc//fQTN9xwA88//zz33Xdfg//9djgcpKens3///sBlKSkpjBkzJhCcNaF79+4cOHCAjIwMxo0bB0BGRgYJCQm0+I1ucEuWLOGmm27iP//5D7fffnuNja86iXPQ9cDJo+aT4SyOnC9tTtcxDh95jXauhVztfpvDSg/CYu+mbZu3z5iOvhCaDpruwe3Ootyxn+MFizGb/U03QkP7YDY3JSYmDUfEHVRKoTilYHy6j5DQPuJ9eYG2bt3KyJEjefLJJ3n44YcbxeuYnp7OgQMHqlx24MAB5s6dW+OPfeedd/LBBx8E/j5jxgwmTpx4ztvPnj2bsWPH8tFHHzWYcIZGGtAN6c1/+mKwxlBTW7g42Vnv4fOVEcFx7JTRSTlMbEgbzOaYi77vClXDoXpxO/ZwpfYlTdzrMZmiSWkxjXZt3yY29pbAbQfED0MNH8NBWvCJbzR/y49jZbHYEvRH7dixgxEjRvDII4/w+OOPN6jPp3MpKChg//79Z5xK1HWd/fv3U1hYWKOPP378eNatW8ehQ4c4fPgw69ev57bbbjvrbd966y0mT57MggULGDXqzLK/9ZmY4q5Dl8JKbeGP8XpLKC39HpCR0ZDRMGjFZ5T0vBBuTWPS3mNsrXBh1aM4Qgsq+IWeLaahKBagah1zkyxhsPcmo1AmW49FdZk5eqyQ1jYz8WaxV/187N69m+HDhzN58mSeffbZRvM7Xlz821vrioqKavR8dFRUFKmpqcycORNd10lNTSXqLN3l0tPTycvLY926dfTu3bvGxlNTxOFaHTh5vllVVXRdF+EsBOi6B4MhClk2ATKKEgy6itdbetH3neUooMBZiIQPh2THJKkU2gahKGc/X+hVS3GV/UAuTfBIZjQkTJKERRbv1fORmZnJ8OHDueOOO5g2bVqj+h0PD//trXURERE1PoaJEyfy4YcfMnPmzHNOb3ft2pXo6Gg++OCDBrlwWAR0LTu9A45YDCYAaJqHsvKtHDj4AjoaimLHZIrF56tEVswUFC6+qPsvLFpB5eGn6M13pHCI4bY8jIZIctQgso8vOut4du68i9XFhcSRRSgltDcW83KLJkQZxcTb7zl48CDDhw/nxhtvZPr06Y3u1FVUVBQpKSlnfHZJkkRKSkqtrOYeOnQoHo8Hj8fDkCFDznqblJQUVq1axYIFC3jggQdqfEzVrVH+ptXXwGuMPZyF6nH4yGuUl2/D5TqE2ZyALNswGsKRZRNGYyQWc9MLul+vt4jMfU9RUbENSVIY5fuZNMnESvVWlqsd2CY3J6hC4e4m4PbkkZ39AQYlGIs1Cbf7GNHkU0AkbS0G/tWuC1EmUzU/88bnyJEjpKamMnz4cF577bVG+3s+ZswY5s6dW2UVd4sWLRgzZkytPL6iKOzatSvw53Np3bo1q1atYuDAgRgMhgZVGKZRBnR9JM43C7+lsnIXPl8Juu7G682nefNHCQ3pja5reDw52O0X1vqyvPxnVG8xuq4BBrZIfdhKF/K88ZRJESgYKDc2QdN1cvPmU1H+CwARshmTKZabvUs5HhrLZc2vJcokPi5+T3Z2NsOHD2fw4MG8+eabjTacAaxWK+PHj6ewsJCioqJa2wd9qpCQkPO6XZs2bVi5ciUDBw5EURT+8Y9/1PDIqoekN8SJ+d+hqmqVzjF1TYSz8FsKC5dz5Og7uN2HkCQZk6kJyUnPEBbW96Lv2+3J48CBaXi9BRhDr+HJwq54NB85vlBMigFJkog2KFhllRTn1/TVl+GTLIQmPMNlwVY0zUlwcNeLf5KXgNzcXIYNG0afPn344IMPfvOoThDOR6P8SlxfAvBkZbBLoWyncOEczn3oupsjehwb9P5c6V6LOecDFMX6h8PR6y0mLz8DR+VO7PbOeMNv5uugv9DGamBYZDjt1Tz2OT0Mt5lRJIntlS6KVR9udyEb9S7s1OMJNYYRXdGEq2PjauYJN0LHjx9nxIgRdOvWjRkzZohwFqpFowzo+uDUYAZRtlM4O4+nkMrKXbjdR1nK3dhw4MKEQ3VTXLKO4OCu5ObNY8fxdSSFtKRFwmQkSULTvBQULAIkoqJSkWX/tqcjR17ny0Inq/T+dKrIw11+kP1eG2tLoV2QnWlJTTjuVYmSHRwt2shXJGMzRbK2oIDjagU+ZAqJIC304guiXCoKCwsZMWIEbdu25eOPP8ZgEB+rQvUQ76QaIBaDCefD7c4lc9/TVFbuQJKMROpFHKA1JVImB1wOCulMIvBGThlbvMOIcxfz79hiTIqFnJxPKC5Zd6LynIWoqKF8XVSOs7yCz/UbcGKmXI2iv8EKXjDKEsGKjFGWaGo2cvDgmzgqd3K1ZKR1s38yyubj2z3v4tQVcj1JdLNPr+uXp0EoKSlh1KhRNG/enM8++wyj6GUuVKNGGdB1eaQqzjcL56uycidO5z50XeUHenNE7ohuTuFruTc2WSfUaaFn0Tfs05oSrBfTUt3Alh3p2I0GVLUUn8+BwZzIRyWRHCjOZmOZA5M+AQc6qmTEYArjiaR4NpY5SbaYiD5lkZdPcwKg6you9zGOHPsvxXoQFlxkE8d3ZQ5aWMWK7d9SVlZGWloaMTExfPHFF5jECnehmjXKgK4rpx45i3AWfo/JFItBsePzVfAdfdmuJyN7LLSxKWiSxCDTQXJyPmKwnIJPOk5zbSe4C6l0S9iC2qAoNo6GTWZ1cQyHXJV4NRUbbiyKnRizlVtjQrErCleH28947IT4eykoXEpQUFvQffh0nc+5ExUolpO4N7jmmh00BhUVFYwePZrg4GDmzZuHxWL5/R8ShD9IBHQ1uVR6OAsXzuXz8Xn2AUoJ5rbYaDC1pjzsVkzH36SpnssuOmCTdUZEBJMWHYLirmB/uYvO3iWAhC570DQfOgpebyHNW0xjk7MVWZ4iXJpGsF6MSdII0Z00M7VgZNS5t6CYzU1p1vROwN9zOiriakK8VtxKDB2sNlrZzLX0qjQ8DoeDG2+8EYPBwIIFC2q0c5NwaWuUAV2b4SgWgwnn64dD77GrsJzN9GBLpZcooxFjZRADCGYki7GZYwiPGEJadAghBgUM7QgPu5KCwiUYlBAk2UBl5Q5AwWZrxRpvexYVlqIg0UXaTqEeRDGRmDUnOa4yfqkIp995LPaSJJkWzW6joyeftaWVSJKEqusYxPv4DE6nk5tuuglVVfn666+x28+cnRCE6tIoA7q2iMVgwvlyqk4OF21kmzYCSXJS4PWgIdHTt4NyOYYYQwV3hRcR3ywUDxLv5RSDrnKdOQmrNQlZNpMQfz+FRctwuY6REH8vv5wozx1rMhDpKqNICsGouyjGSrRnL80lA9DqN8d1yOXhv9nFRJsUDrrclPl8LC2qYMLuLN5t3ZQgRbynT3K73YwbN47y8nKWLVt23kUyBOFCiYC+QGJ/s/BHbM1byzfa5bRhF5W6nXbBrUmxh3CgaADxrn34vOWUV/xCbu4sfjCNZUVxBZ09C8lkPZFGA8lJT2O1Nie+2V2B+7w+SkeWwAQ0d8C/cw/gwshR4hmiLUQrPYYenIwknfvXfO7xMvY63ex1glGCItU/E/RDmYM1JZVcFxlc0y9Ng+DxeLj99tvJz89nxYoVhIWF1fWQhEtAowzomg5LsVJb+KOamIM4JLWmt76eMNmLyWXmC2cq0II+sX/GWvCvwG0Nzp+xOgvpqC7EKFeiK/H4fOWB67dWOJmRW0KSxcgDzSLJyXqfacftfEdPACIoxK5AaekGbEFtiYy4+pzjam01saHMgUmS8J44TQOggWgpeYLX62XSpEkcPnyYlStX1kqnJkEA0c3qDzvZiUqEs/BHNA1pyf/FVpBi1mgbFMRx36/fjfPkJOKb3UV09Eiio0eSXP4B15OOHScWg42goPYEB/cI3P6L42XkeFS+L3Oy2+Fmf0Ue3/vaIaGjSxI3W36io8UNgCL/9gKmkVEhvNIiln+1iuPWJuEEyRImYFCIlc52sTJZVVXuuecedu3axfLly8/ac1ioPRMmTECSJCZPnnzGdVOmTEGSJCZMmFD7A6shjfIIGvxH0dVZZvxk2c6TNb5FOAvnY2uFi/ezjhLiWEca8wmyJhIa2psbQwYgldqQgWvC7diUy/B6C5HlIHKVtizRIhjAMqyGCOLixld5r3UKsrDX6SFMkYk3GwmOScVYBm7dSITk4PYW16D7eiDJJsJCf7+e98n9ztdHh9Ar2EqJ6qOVTezp9fl83H///fz000+sXr2aJk2a1PWQ6iWH4yAO52Fs1ubYbMk1/ngJCQnMnj2b1157LbCC3uVy8dlnn5GYmFjjj1+bGm1AV6fTF4OJHs7C+VpcWMaGMpWuvgr2SUY8usI+qR1XWiKZ3PTXFcC5ubMpLFqO2dyUyoj7OO4tZZF8BYPCwuhr/bUm9s/lTlaXVJJiMTI1IYplRRV8nBsGkoemRgMRRhshwYnIF/j+jLcYiUdMbWuaxsMPP8z69etZtWoVTZteWLvPxszrLWH7jocpKlobuCwi4go6dvgXRmNojT1u9+7dOXDgABkZGYwbNw6AjIwMEhISaNGiReB2brebqVOnMnv2bMrKyujZsyevvfYavXr1qrGxVTcxxf07Tl0M5i+rKI6chfNT5ipkW2khTp+TQyTyoT6ef3rHs7rSzqtHCihXf+24Vl6xBQC3O5vLbF46BofTzBrO0NOmVBcWllOo+tjv8nLY5WVWfgkHXF4qNLApMs0tpgsOZ8FP0zSmTp3KN998w4oVKxrdUVl18Yfzd1UuKyr6ju07Hqrxx77zzjv54IMPAn+fMWMGEydOrHKbxx9/nPT0dGbOnMlPP/1Ey5YtGTJkCEVFRTU+vurSaAO6OkL05JGzz+cTwSz8ISXlu3hpyzt0drzFWD4hR4pnv9SKcuxkeWUOub0sKixnbUkliwvLCY24DoMSTGhIb2KC4vlLUgwvt4glXFH4LL+Ej3JLcGsa3YL954XDFIl8r4pH03HrOpIE3e0WXkgW07AXQ9M0nn76aRYtWsSKFStITq75KduGyOE4eOLI+fS2vj6KitbicBys0ccfP34869at49ChQxw+fJj169dz2223Ba6vrKzk7bff5tVXX2XYsGG0b9+e//3vf1itVt5///0aHVt1ElPc5yAqgwkXY9XhdA7SjGH8hAczV/Id38pD8eo6Ph1sssR2h4vFRRUAFEd0IjG2B9FGf49mn67z/44cZ22JA6+uEW5Q+K6sksHhdt5sGcuLe7/j5X0SlXIEdsWCVZZoYTVhF/uWL5imaTz//PN88cUXrF69mpYtW9b1kOoth/Pw715fk+ejo6KiSE1NZebMmei6TmpqapUFfPv378fr9XL55ZcHLjMajfTu3Ztdu3bV2Liqmwjo04jFYEJ1iLeGQqWBw3oLOitH+b/k1mykCd+VOjjg8tLMYmBoeDD/zSkGYGOZk0WF5WR5VPpbCxmozuNH1xAqpDgKvODwlNDdsYBPirvzbyWZYLWQfJIw6pWMiI4iwmRgTHTNnfdr7HRd56WXXuLjjz9m5cqVtGnTpq6HVK/ZrM0v6vrqMHHiRO6//34A3nzzzSrXnbpe6PTLG9LneaMN6Av5RxCLwYTq0j3pTzxn/IIKqR99Eq4HYAQw4rT62B5dp9ynsaiwjEynB7emo6vfkenL5wh2KtEIMxjppm0jV4vkCHGUqUYSsKLgA2RubhJGhyCxJepC6brO3//+d959912++eYbOnToUNdDqvdstmQiIq44cQ761GluhYiIfrWymnvo0KF4PB4AhgwZUuW6li1bYjKZWLduHbfeeivg38/+448/8vDDD9f42KpLow3oP0oUHxGqk6JY6ZB4++/e7upwOwecHmbllWCRJXw67KE9hwjDjREZCbemkxjaAXPFN6z1mtAlmSy9OWZJo609mOYWsSXqQum6zr///W/+9a9/sXz5crp06VLXQ2owOnb4F9t3PHTaKu5+dOzwr9/4qeqjKEpgulpRlCrXBQUFce+99zJ16lQiIiJITEzklVdeweFwMGnSpFoZX3UQAY0IZ6FuRRgVQg0KRlmip93KAVcHVhU1w4OChIRVgW+dkRRpozDKMlGyTN/gYG6LDae1TZx3vlC6rvPOO+/w8ssvs2TJEnr06PH7PyQEGI2hdOv6Ya3vgz7Vb9VDnz59OpqmMX78eMrLy+nZsydLly4lPDy8Fkd4cSS9Oqt51COqqgbOI/8WsRhMqA8KvCo5HhVd13ntWCFHXR4UScah+Sjz6Xg0HR0wShItrEY+bhvv73glXBBd15kxYwbPPvssX331Ff3796/rIQnCGRrtEfTvBa1YDCbUJ1FGA1FGA3/el4PLp2FCI0YqogATumLHaIByn0aKxcTUhCgRzhdB13U+/vhjnn76aRYuXCjCWai3Gm1A/5bTeziLxWBCfdHUbOCo20ustpdN7nh0IMHkYGKzBPqHWIkzi/PNF0PXdWbPns1jjz3G/PnzGThwYF0PSRDO6ZIL6FPPN5+sDCYI9YXTp1PgVclTo3FhxIhKuEHnRrGFqlpkZGTw0EMPMWfOHAYPHlzXwxGE39RoA/psR8RiMZhQn7k1jZ0ON2U+jUpCMaBhVxSeSkqq66E1Cl9++SWTJ09m1qxZXHfddXU9HEH4XY02oE8nwlloCNyaTqWq4QOCFAPJNhMRJtG84mItXryYSZMmMXPmTEaNGlXXwxGE89LoA/rkYjCxUluo73I9Kl5NwwvogKTr3B0XQTOzCOiLsWLFCiZMmMB7773HmDFj6no4gnDeGu0J2JP9oDVNC1QHE+Es1GcJZiNhRv/qbBlQgX4htjodU0O3Zs0abr31Vt566y1uvvnmuh6OIPwhjTagHQ4HXq83sFJbhLNQ38mSxLOJMUQbFayyxO1NwrCKIiQXbP369dx00028/vrrjB8/Xvz+Cw1Oo/3tnzp1Kt26deMvf/kLP//8cyCoBaE+m19YhlfTMUgS7UR97Qu2ceNGxowZw0svvcSkSZNEOAsNUqMN6FdffZWXXnqJrKwsUlNT6dixI08++SQbNmw4rwpjglAXDru8uE60pNxa4azr4TRImzdv5oYbbuCvf/0rU6ZMEeEsNFiNNqCDgoK48cYbmT17Nrm5ubz++usUFxczevRo2rVrx6OPPsratWtRVbWuhyoIAQVeFbem49Y0Bofb63o4Dc7WrVsZNWoUTz31FA899JAI50ZmwoQJSJLE9OnTq1w+f/78Rvlv3WgD+lQ2m420tDQ+/vhjcnJyePfdd3G73YwbN45WrVrx4IMPsmrVKrxeb10PVbjE5XtV7IqMVZFRGt/nTY3asWMHI0aM4JFHHmHq1KmN8gO7PtrvcPFNYRkHHO5aeTyLxcLLL79McXFxrTxeXbokAvpUFouF1NRUZsyYQU5ODp988gmKojBp0iRSUlKYMmUKS5cuxe2unTebIJzqrrgIoo0GBoUF0cNurevhNBi7d+9m+PDh3HvvvTz77LMinGtBsVfl5q37uXzjbsb9coB+G3dx89b9lHhrdlZy8ODBxMbG8tJLL53zNt999x0DBgzAarWSkJDAgw8+SGVlZeB6SZKYP39+lZ8JCwvjww8/rKFRX5hLLqBPZTQaueaaa3j33Xc5duwYc+fOxW6388ADD5CcnMxdd93FokWLcDrFuUChdoxrEsbyLkm81jJOhMx5yszMZPjw4dxxxx389a9/Fa9bLbl352HWFpVXuWxtUTmTdx6u0cdVFIUXX3yR//znPxw7duyM67dt28aQIUO44YYb+OWXX/j8889Zt24d999/f42OqyZc0gF9KoPBwMCBA3njjTc4fPgwixYtIiYmhscff5zk5GQmTJjAvHnzqnwLEwShbh08eJDhw4czduxYpk+fLmrr15L9Dheri8o5fbmtD1hdVF7j093XX389Xbt25S9/+csZ17366qvceuutPPzww7Rq1Yp+/frx73//m48++giXy1Wj46pu4t18Foqi0L9/f1577TUOHDjAihUrSEpK4vnnnycpKYlx48YxZ84cysvLf//OBOE8eTWd144V8Od9OWyrbFgfJHXhyJEjXHfddYwYMYJ//vOfIpxr0SGn5zevP+is+VOEL7/8MjNnzmTnzp1VLt+8eTMffvghdrs98N+QIUPQNI2DBw/W+Liqk3hH/w5ZlunduzevvPIKe/bsYd26dbRv355XXnmFpKQkxo4dy6effkpJSQm6rtf1cIUGbKfDzQ9lTrI8KgsKyup6OPVadnY2qampXHvttbzxxhsinGtZkvW3254mW801PoYBAwYwZMgQnn766SqXa5rGPffcw5YtWwL/bd26lczMTFJSUoBfK02eqj4uEm70tbirkyzLdOvWjW7duvHCCy+wY8cO5s6dyxtvvMF9993HoEGDSEtLIzU1lcjISHEuTPhDdjlcbKlwAhJdg2r+A66hys3NJTU1lf79+/POO++IcK4DKTYLAyOCWXvaNLcCXBERTAtb7bx/p0+fTteuXWndunXgsu7du7Njxw5atmx5zp+Ljo4mJycn8PfMzEwcDkeNjvVCiHf2BZIkiY4dO/L888+zZcsWtm3bxpVXXsn7779PSkoKI0aM4H//+x95eXniyFr4Xbqu835OMV4dvLrOIVf9+zZfHxw/fpwRI0bQvXt33n//fRRFqeshXbLead+cKyKCq1x2RUQw77RvXmtj6NSpE+PGjeM///lP4LInnniC77//nvvuu48tW7aQmZnJl19+yQMPPBC4zVVXXcUbb7zBTz/9xI8//sjkyZMxGutfUxoR0NVAkiTatGnD008/zaZNm9izZw/Dhg1j9uzZtGrVimHDhvHWW2+RlZUlwlo4K0mSaGryT2jpgEVMvpyhsLCQESNG0LZtWz766CMMBjEBWJfCjAZmd0nhuz7t+LRzC77r047ZXVIIM9buv8vf/va3Kp+rnTt3Zs2aNWRmZnLFFVfQrVs3nnvuOeLi4gK3+cc//kFCQgIDBgzg1ltv5bHHHsNmq3+NaSRdJEaN0XWdo0ePkpGRQUZGBt9//z09e/Zk5MiRpKWlkZiYKKbBhYDP80p45lA+GhChyGzqkSLeHyeUlJQwfPhw4uPjmTt3LibTb58DFYTGQAR0LdF1nZycHObNm0dGRgbffvstnTt3Ji0tjVGjRpGSIj6ML3XLisq5LzMHH2CSYE2XFjQxi6PEsrIyRo4cSWRkJPPmzcNiEU1EhEuDCOg6oOs6BQUFgbBeuXIlbdu2DYR127ZtRVhfgko8XvpuOYhbh2AJ3mjTjCtCg+p6WHWqoqKCtLQ0bDYbCxcuxGoV1dWES4cI6Dqm6zrFxcUsWLCAjIwMli9fTosWLRg1ahRpaWl06NBBrFK9RNy3N4slxZXo+FfDftYunp4h9e+8WG2prKxk9OjRSJLEV199hd0umocIlxYR0PVMaWkpCxcuJCMjg6VLl9K0aVNGjhwZqJwjwrrxundvFsuLK9EAI/BOm6YMCrs0Q8npdDJ27FhcLhdLliwhODj4939IEBoZEdD1WEVFBYsXLyY9PZ3FixcTFRXFiBEjuP766+nVq5cI60bmiMvDiG2HqdR0jEBGxwTaBV16U7put5tbbrmF4uJili1bRmhoaF0PSRDqhAjoBsLhcLB06VLS09MD030jRowgLS2Nvn37iv2gjcRlm/eTr/qQgH+lNGF41KUVTh6Ph/Hjx5OVlcWKFSuIiIio6yEJQp0RAd0AuVwuVqxYQUZGBgsWLMBoNAaOrC+//PJ6ueFeOD89fsyk2Of/lbw6NIj/tW1WxyOqPV6vlzvvvJN9+/axcuVKoqKi6npIglCnREA3cF6vl1WrVpGens78+fPx+XwMHz6ctLQ0Bg4cKPaLNjDDth5kz4kqYr3tFmZ3SKzjEdUOVVW566672LZtG6tXryYmJqauhyQIdU4EdCOiqipr165l7ty5zJ8/H4fDQWpqKiNHjmTw4MFi/2gD8MaxQt7ILkQCRkaG8HJKbF0Pqcb5fD6mTJnCDz/8wOrVq6tUfBKES5kI6EbK5/Px3XffkZ6ezrx58ygpKWHo0KGMGjWKa6+9tl6WtROgwqfx10N5lKsaf06IonUtNR2oK5qm8eCDD/Ltt9+yatUqEhIS6npIglBviIC+BGiaxqZNm5g7dy7z5s0jNzeXa665hrS0NIYOHSq2sAh1QtM0HnvsMZYsWcLq1atJSkqq6yEJQr0iAvoSo2kaW7ZsCYT1oUOHGDx4MKNGjeK6664jNDRUVDETapymaTz11FPMnz+fVatW/WZrQEG4VImAvoTpuh7oaZ2RkcGePXuq9LSOiIgQYS1UO03TeP7555k1axarVq2iTZs2dT0kQaiXREALgD+s9+7dS3p6Ounp6fzyyy8MGDCAUaNGMWLECGJiYkRYCxdN13VefPFF3nvvPVauXEmHDh3qekiCUG+JgBbOoOs6Bw4cID09nYyMDDZv3kzfvn0ZNWoUI0eOpGnTpiKshT9M13X+/ve/85///IeVK1fSuXPnuh6SINRrIqCF36TrOkeOHKnS07pXr16BZh4JCQkirIXfpes6//73v3n11VdZvnw5PXr0qOshCUK9JwJaOG+6rpOdnR1ok7l27Vq6dOkSaJPZokULEdbCGXRd5+233+aFF15g6dKl9OnTp66HJAgNggho4YLous7x48cDYb1q1SratWsXCOs2bdqIsBbQdZ3333+f5557jsWLF3P55ZfX9ZDqBU3TKCgowOv1EhMTI8rzCmclAlq4aKf2tE5PT2fFihWkpKQEpsHbt28vOm9dgnRd5+OPP2bq1KksXLiQgQMH1vWQ6gWv18uYMWPIz89n586dTJo0ibvvvpu2bdvW9dCEekYEtFDtTva0Tk9PZ+nSpcTHxwfCukuXLiKsLwG6rjN79mweeugh5s+fz+DBg+t6SPWCruv07t2bmJgYHnzwQXbu3Mmbb77Jgw8+yIMPPoiu62LmSQgQAS3UqPLy8kBP66+//pqoqChGjhzJ9ddfT8+ePUVYN1Jz585lypQpzJkzh+uuu66uh1NvTJ06lc2bN7NgwYJABb9nn32WOXPmsHXrVqzWS6//t3Bu4tNRqFHBwcHcdNNNzJkzh7y8PP7xj39QUFAQmPqeOnUq69evx+fz1fVQhWry5Zdfcu+99zJr1iwRzqcoKCigoqKCsWPHEhQUhKqqAAwYMED0cxfOShxBC3XC5XKxfPnyQE9rs9lcpae1wWCo6yEKF2Dx4sXccccdfPTRR4wePbquh1PvnFxMGRsbG5jO3rZtG2PHjmXz5s2BJjY5OTmiq5cgAlqoex6Pp0pPa13XAz2tr7zyStHTuoFYvnw548aN43//+x+33HJLXQ+n3sjIyODYsWO0bNmSvn37Eh4ejqqqgS+hmzZtYvDgwezevZu4uDhmz57Nf//7X2bNmkVsbONvNyqcmwhooV452dP6iy++YP78+TidToYPH86oUaO46qqrRE/remr16tWMHTuWt956i/Hjx4uFTieMGjWKPXv2kJubi6IoDBs2jH/84x80adIkcJsdO3Zw9dVXc/ToURYtWsTo0aOZOXMm48ePr8ORC/WBOAct1CsGg4FBgwbx1ltvcfToUb788ksiIiL485//THJyMnfeeScLFizA4XDU9VCFE9atW8dNN93E66+/LsL5FEOGDCErK4v09HQOHjzIlClTWLp0KYsWLQIIrLswmUwkJSXx8ccfM3bsWP773/+KcBYAcQQtNBCapvHDDz8E2mTm5eVx7bXXBnpa2+32uh7iJWnDhg1cf/31vPjii0yZMkWE8wnjxo1j6dKlbN++PTBNrWka7dq1IzU1lX/+85+B227fvj1Ql/ytt95i8uTJdTJmof4RR9BCgyDLMpdddhl///vfyczMZM2aNbRp04b/9//+H0lJSdx000189tlnlJaWIr5z1o7Nmzdzww03MG3aNBHOp/D5fBw7doy4uDg2btxIeXk54H8P67pOSEhIldsHBwfTpk0bPv74YxHOQhXiCFpo0HRdZ/v27YGe1nv37uWqq65i1KhRDB8+nPDwcBEcNWDr1q2kpqby1FNP8dhjj4nX+ISTK7NVVeWGG27g0KFDPPfcc9x4441MmDCB77//nj179lS5LcCRI0dITEysy6EL9ZAIaKHR0HWdPXv2BHpab9++vUpP6+joaBEk1WDHjh0MGzaMhx9+mGeeeUa8phCYtZEkCa/Xi9FoRNM0Ro8ezaFDhwgODiYnJ4c1a9bQtGnTwCrukyEtKogJZyMCWmiUdF1n//79gZ7WP/30E/369Qv0tI6LixMfiBdg9+7dDBs2jLvvvptp06aJ1/CEkpISwsLCAn/3eDyB7YG33XYbs2fP5oUXXuDRRx/FaDSKQBbOiwhoodE72dP6ZFhv2LCB3r17M2rUKEaNGiV6Wp+nzMxMhg0bxvjx43nppZdEmdYT7r//fj7//HOee+45EhMTSUtLO+M248aN4+eff2bq1KmMGTMmUOZTEH6LCGjhknKyp3VGRgYZGRmsW7eOrl27BtpkJicni7A+i4MHDzJ06FBGjx7NP//5TxHOpxg2bBh79uxh9OjRLF68mFatWnH77bdz9dVXExoaGrjd7bffzvr163nooYeYPHmyKMAj/C4R0MIlS9d18vLymD9/PhkZGaxevZr27dsHwrp169YirPEvYBoyZAipqam88cYbIpxPODlNvWjRIhYtWsSTTz6J0Wjkz3/+M5IksWnTJqZNm0bLli3p06cPALfeeiuXXXYZDz74YB2PXmgIREALAv4P26Kioio9rVu1ahVok9muXbtLMpiys7O59tprufrqq3n33XcvydfgdKefPz58+DBDhw5l8uTJPPTQQ4C/YUhaWhrdunXD4/HQt29f7rrrLnr16lVXwxYaIBHQgnAaXder9LRetmwZCQkJgTaZnTt3viSCKjc3l6FDh9K3b19mzJghOi6dUFRUREREBJqmAf79zZ9++imvvPIK69evp7CwkC5dujB58mRuvfVWtm/fzn333ceTTz7JE088UcejFxoSEdCC8DvKy8v56quvSE9PZ8mSJURHRwfCukePHo0yrPPz87nuuuvo2rUrH330kegudsJrr73Gyy+/zMKFC+nVqxeapiFJEvv27WPKlClcc801vPLKK6SlpfHOO+8EXrdTV3ULwvkSAS0If0BlZSVLliwhIyODRYsWERoaysiRI0lLS6NPnz6N4iizsLCQ1NRUWrduzWeffYbRaKzrIdULhYWFDBw4kB07dtCyZUveffddBg0aFLj+mWee4aWXXmLChAnMmDEjMBXu8/kaxftCqH2N76u/INSgoKAgRo8ezaeffkpubi5vvPEGFRUVjB07ljZt2vDII4/w7bffoqpqXQ/1ghQXFwdWs8+aNUuE8ynsdjsDBw6kZ8+eDBs2jIkTJ7J8+fLA9ZMnT2bw4MF06tSpys+JcBYulDiCFoRq4PF4WLlyZaCntSRJgZ7WAwYMaBDTm2VlZYwcOZLIyEjmz5+P2Wyu6yHVuZNHwZqmIcsyu3btYtCgQUyZMoXs7Gy+/vpr3nnnHYYNG4aqqtx9993s2rWL77//vq6HLjQCIqAFoZqpqsq3334b6Gntdrur9LSuj8FXUVFBWloaNpuNhQsXYrVa63pI9UJZWVmV5ha6rvPMM89gsVgYPXo0L7/8MqtXr+Zf//oX119/Pbm5uTRt2pRPPvmEW2+9tQ5HLjQGYopbEKqZwWDgqquu4u233+bYsWPMnz+fsLAwHnnkEZKTk5k4cSJffvllvelpXVlZyZgxYzAajSxYsECE8wnz58+nffv2vP3222zYsAHw19ru3r0777zzDiEhIbz00ktce+21PPzww8yZM4fY2Fg+/fRTEc5CtRBH0IJQSzRNY+PGjcydO5f58+eTn58f6Gk9ZMiQOulp7XQ6GTt2LG63m6+//lqUoDyhpKSE6667jg0bNtClSxc6dOhAdnY2r7/+Om3atOGZZ57B6XTy5ptvsnPnTt58803eeecdNmzYIPY6C9VGBLQg1AFN0/jpp58CnbeOHTvG4MGDSUtLY9iwYYSEhNR4FTO3280tt9xCcXExy5Ytq1KW8lK2e/du2rZty7fffsv06dPZvn07s2bNYtasWWzduhWz2YzRaMTpdPL1118TFBTEjh07+Pbbb7n33nvrevhCIyICWhDqmKZpVXpa79u3L9DTOjU1tUZ6Wns8HsaPH092djbLly8nIiKiWu+/oSosLCQlJYVBgwYxb948fvjhB+677z4UReHbb78lOzubJUuW8Le//Q2Px8OmTZtISkqq62ELjZQIaEGoR3RdZ/fu3YGw3rFjB1deeWWgp3VUVNRFh7XX62XChAkcOHCAb775hqioqGoafcPn8XhYuHAh9957LwMHDmTOnDls2bKFiRMn4vP5WLp0KbGxsRw6dAir1UqTJk0CK7wFobqJgBaEeupkT+uTYf3zzz9z+eWXB3pax8bG/uGwVlWVu+66i+3bt7Nq1SpiYmJqaPQNl9frZfny5dx+++1cccUVzJs3j+3bt3PXXXdRWFjIN998Q0JCQqCKmGioItQUEdCC0ADous7hw4dJT09n3rx5bNy4sUpP6/j4+N8NCp/Px7333sumTZtYvXo1cXFxtTT6+u1kpa9Tm2CoqsqKFSu444476NmzJ1999RU7d+7k3nvvJTc3l8WLF5OSklLHIxcaOxHQgtDA6LpOVlZWoKf1+vXr6datW6BNZlJS0hlhrWkaDzzwAGvXrmXVqlUkJCTU0ejrl4MHD/Lxxx8zadIkmjVrxsmPQ0mSUFWV1atXM3HiRPr37x9YJDZx4kTi4uJYtGhRHY9eaOxEQAtCA3ZqT+v09HTWrFlDhw4dAmHdqlUrdF3n0UcfZdmyZaxatUosajrF/PnzeeSRR7jlllu47777zghpt9tNeno606ZN44MPPqBv377s2LGDlJQULBZLHY9eaOxEQAtCI6HrOoWFhYGe1t988w2tWrXCbrdz9OhRvv32WzEtexbz589n2rRpXHXVVTz44IMkJiYCBBZ/5eXl0aFDB1555RUmTpxYx6MVLiVi6aEgNBKSJBEVFcWkSZP46quvyMvL4+GHH+bo0aPMmTNHhPM5pKWlMW3aNFauXMnrr7/OoUOHAAI1uE0mE127diU2NrZuBypccsQRtCAIArB06VKefPJJ+vXrx0MPPUTr1q1xu908/vjjLFu2jPXr14v94kKtEgEtCIJwwpo1a3j66acpLS2lbdu2eL1etm/fzooVK0hOTq7r4QmXGBHQgiAIp8jMzGTBggX88MMP9OjRg1tuuSVwXloQapMI6AYkKysLq9UqptkEQRAuASKgG5DRo0ej6zrvv/8+4eHhdT0cQRAEoQaJVdwNhNPpJCsri169ep0RzseOHQusPBUEQRAaBxHQDcTmzZuRJImePXsC/vKE4C9J+Prrr9OhQ4fA7fbt21dn4xQEQRCqhwjoBuLTTz8lMTGRzp07AwRKORYXF7Nu3TomTZoEwPPPP0/r1q35y1/+UmdjFQRBEC6eCOgGwO12s2nTJjp16kSTJk0AAu3t9u3bx6ZNm5g4cSJ79uwhNzcXAJPJBPg784D/SDs/P78ORi8IgiBcCBHQDcC2bdswGo10794d+HV62+fzsXLlSiIiIujatSurV69m37593H///TgcDlwuF0ajEYBFixbRt29fQkJC2Lx5c509F0EQBOH8iIBuANauXYuiKHTs2LHK5SUlJSxcuJAbbrgBgMWLFzNgwACuuuoqli9fHijmn5+fzyOPPILNZkPTNJo2bQr4azdrmla7T0YQBEE4LyKgG4CwsDD27dsXKJagKAoAv/zyC1u2bOFPf/oThw4dYuPGjdx9991kZWUFev3+8ssv/O1vfyM8PJyBAwdy2WWXERcXF2g2L8syZWVldO/enTvvvBOPx1Nnz1MQBEH4lQjoBqBDhw6EhoYyY8aMwGVZWVnMmjWLFi1a0KtXL7755hucTidXXnkldrsdk8mEruv89a9/RVVVpkyZwi+//MLQoUOBX89N79mzh+nTp5Ofn88PP/wQCH9BEAShbomAbgB69+7NAw88wPPPP88VV1zBs88+S1paGt999x0vvvgiAMuWLaNz587Y7Xbi4+P57rvvmDVrFuvWrePZZ58F4MCBA9x4443Ar4vI/u///o/CwkKeffZZ+vTpEzg/ffI8965du7jjjjuYN29ebT9tQRCES5oI6Abi/vvvZ/Pmzdxwww1kZmZy6623MmfOHNLS0ti2bRubN29m3LhxgP+cc05ODp9++inTp0+nWbNmrF27luTkZJo3bw74zz9/+OGHfPPNNzz22GNMnDiRtWvXBhaVnTw3/dFHHzFr1izuuecezGYzI0eO5IcffqibF0EQBOESIgK6AYmOjuaRRx7h888/55FHHqlSnOTAgQOMGTMGgH79+nHLLbdw8803c+edd7Jlyxa2bNlCampq4L7mzZvHjBkzePvtt2nVqhVHjhyhtLSU6OhogEBQL1++nEcffZQjR46wdetWjEYjjz/+OIcPHw7cl6gWKwiCUP0MdT0A4eLdcsstNGvWjKioKDRNo3nz5nz66aeB67du3UpRURHXX389ABs2bGD69Ons27cPg8H/FmjWrBkDBw5k8+bNxMfHA/7tXTk5ObRr1w6LxULbtm2ZNm0anTp1YtmyZdx1111UVlby6quvkp2dTf/+/Rk7dmxg9bggCIJw4cQRdCNgNpu55ppr0HUdWZarbJ8qKipi2bJlxMXF0bp1ayorK3nmmWeIjIwkNTWVe+65B7vdzvDhw/n6668DgQ2QkZFBcnIygwcPDlxms9mIjY0lJycHgOPHj5Ofn4/b7WbChAncfffdOJ3O2n0BBEEQGiFxBN2InCz/KUlS4M8Gg4G4uDj69OkDwG233cbBgwdZsGABnTp1orCwkB9//JHZs2ezdetWrFZr4P5WrlxJZmYmX3zxBffddx+qqvLss89iMpno1KkTAElJSbz11lusXr2aXbt20b179yr3IQiCIFwYEdCNXEhICH//+98B/+KxyMhIXn311UDARkREMGTIEDp06EB2djY///wzV111FTt37mTv3r3079+fmTNn8vjjjxMaGorBYOChhx7immuuAcDj8WAymdiwYQNmsznQzEPX9cCXBEEQBOGPEwF9CYmJieG9996rcpkkSWiaRnx8PJmZmYGFZHPnzqVZs2ZMmzaNDh06kJuby88//0xUVBS9evUK/PzJ7Vpr166lRYsWgWpnIpwFQRAujghoIdB4w2w2U1paCsCCBQvo06cPzZo1AyA2NpZhw4ZV+TlN05Blma1bt5KTk8PVV19NWFhYrY5dEAShsRIBLQTs2rWLoqIiSktL8Xq9dOrUqUrgnmvaeunSpVitVnr06AH8GtyCIAjChRMBLVQREREB+Gt4OxwO4NdgPj2cT4bw+vXrSU5ODpzXFuEsCIJw8URAC+dks9mAqueTfT4fiqKwZs0a9uzZQ3JyMrm5uQwYMCAQ7oIgCMLFEwEt/CEnm2ns3LmT++67L3B5z549ycvLIyoqSjTcEARBqAaSLuo0Chdh9+7dfPLJJ8ycOZP8/Hw2btxI165d63pYgiAIDZ4IaKHaHDx4kOTk5LoehiAIQqMgAlqoVqJAiSAIQvUQy22FaiXCWRAEoXqIgBYEQRCEeuj/AxBLY5yeL8JpAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#3d\n", "sc.tl.umap(paul15,\n", " n_components=3)\n", "sc.pl.umap(paul15,\n", " title='M. musculus - hematopoiesis cell type - UMAP', color=['cell_type'],\n", " projection='3d')" ] }, { "cell_type": "code", "execution_count": 53, "id": "e97fbca9", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#plt.rcParams['figure.figsize'] = [7.5, 4.5]\n", "sc.pl.umap(paul15,\n", " title='M. musculus - TEI - UMAP',\n", " color=['tei'],\n", " color_map='viridis',\n", " vmin='p5',\n", " vmax='p95',\n", " projection='3d')\n", "#plt.rcParams['figure.figsize'] = [6, 4.5]" ] }, { "cell_type": "code", "execution_count": 54, "id": "8dadbb9b", "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import plotly\n", "import kaleido\n", "import plotly.express as px\n", "plotly.offline.init_notebook_mode(connected=False)" ] }, { "cell_type": "code", "execution_count": 55, "id": "0b228ec0", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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UMAP1UMAP2UMAP3cell_typetei
cell_id
011.1130597.795863-0.662884MEP5.420982
116.1091940.73403811.387341Mo5.598349
23.196870-5.4457776.057778Ery5.361106
313.3424210.1435364.945064Mo5.551194
43.316909-3.9290816.646379Ery5.362875
\n", "
" ], "text/plain": [ " UMAP1 UMAP2 UMAP3 cell_type tei\n", "cell_id \n", "0 11.113059 7.795863 -0.662884 MEP 5.420982\n", "1 16.109194 0.734038 11.387341 Mo 5.598349\n", "2 3.196870 -5.445777 6.057778 Ery 5.361106\n", "3 13.342421 0.143536 4.945064 Mo 5.551194\n", "4 3.316909 -3.929081 6.646379 Ery 5.362875" ] }, "execution_count": 55, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = pd.DataFrame( {'UMAP1':paul15.obsm['X_umap'][:,0], \n", " 'UMAP2':paul15.obsm['X_umap'][:,1],\n", " 'UMAP3':paul15.obsm['X_umap'][:,2],\n", " 'cell_type':paul15.obs['cell_type'].values.astype(str),\n", " 'tei':paul15.obs['tei'].values,\n", " 'cell_id':paul15.obs.index.to_list() } ) \n", "df.set_index('cell_id', inplace = True)\n", "df.head()" ] }, { "cell_type": "code", "execution_count": 56, "id": "a95c8838", "metadata": {}, "outputs": [], "source": [ "fig = px.scatter_3d(data_frame = df,\n", " x='UMAP1', \n", " y='UMAP2', \n", " z='UMAP3',\n", " color='cell_type')\n", "fig.update_traces(marker_size = 2)\n", "fig.write_html('mouse_scatter_3d_cell_type.html')" ] }, { "cell_type": "code", "execution_count": 57, "id": "de8298bc", "metadata": {}, "outputs": [], "source": [ "fig = px.scatter_3d(data_frame = df,\n", " x='UMAP1', \n", " y='UMAP2', \n", " z='UMAP3',\n", " color='tei',\n", " range_color=(5,5.5))\n", "fig.update_traces(marker_size = 2)\n", "fig.write_html('mouse_scatter_3d_tei.html')" ] }, { "cell_type": "markdown", "id": "91f4fdf1", "metadata": {}, "source": [ "Please have a look at the documentation for other [case studies](https://oggmap.readthedocs.io/en/latest/tutorials/index.html#case-studies)." ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:scanpy]", "language": "python", "name": "conda-env-scanpy-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.15" } }, "nbformat": 4, "nbformat_minor": 5 }