{ "cells": [ { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import SpatialDE\n", "\n", "import numpy as np\n", "import scipy\n", "import pandas as pd\n", "import scanpy as sc\n", "import anndata as ad\n", "\n", "from tqdm.auto import trange, tqdm\n", "\n", "import matplotlib.pyplot as plt\n", "from matplotlib.pyplot import rc_context\n", "from IPython.display import set_matplotlib_formats\n", "%matplotlib inline\n", "set_matplotlib_formats('png')\n", "import matplotlib as mpl\n", "mpl.rcParams['figure.dpi'] = 200\n", "mpl.rcParams['svg.fonttype'] = 'none'\n", "mpl.rc('font', **{'family':'sans-serif','sans-serif':['Helvetica']})\n", "from plotnine import *\n", "import mizani\n", "\n", "theme_set(theme_bw())\n", "theme_update(legend_key=element_blank(),\n", " text=element_text(family=\"Helvetica\"),\n", " axis_text=element_text(color=\"black\"),\n", " panel_border=element_rect(color=\"black\"),\n", " strip_background=element_rect(color=\"black\")\n", " )\n", "\n", "from io import StringIO\n", "from itertools import chain\n", "from bioservices import BioMart, UniProt\n", "import goatools" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n", "/home/kats/.local/lib/python3.7/site-packages/anndata/_core/anndata.py:1094: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n", "Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n", "/home/kats/.local/lib/python3.7/site-packages/numba/np/ufunc/parallel.py:363: NumbaWarning: \u001b[1mThe TBB threading layer requires TBB version 2019.5 or later i.e., TBB_INTERFACE_VERSION >= 11005. Found TBB_INTERFACE_VERSION = 6103. The TBB threading layer is disabled.\u001b[0m\n" ] } ], "source": [ "a30_0 = sc.read_visium(\"152807\")\n", "a30_0.var_names_make_unique()\n", "a30_0.var[\"mt\"] = a30_0.var_names.str.startswith(\"MT-\")\n", "sc.pp.calculate_qc_metrics(a30_0, qc_vars=[\"mt\"], inplace=True)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/anndata/_core/anndata.py:1094: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n", "Trying to set attribute `.var` of view, copying.\n" ] } ], "source": [ "sc.pp.filter_cells(a30_0, min_counts=800)\n", "a30_0 = a30_0[a30_0.obs[\"pct_counts_mt\"] < 20]\n", "sc.pp.filter_genes(a30_0, min_cells=100)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "s = BioMart()\n", "s.add_dataset_to_xml(\"hsapiens_gene_ensembl\")\n", "s.add_attribute_to_xml(\"ensembl_gene_id\")\n", "s.add_attribute_to_xml(\"external_gene_name\")\n", "s.add_attribute_to_xml(\"entrezgene_accession\")\n", "s.add_attribute_to_xml(\"entrezgene_id\")\n", "\n", "s.add_filter_to_xml(\"ensembl_gene_id\", \",\".join(a30_0.var.gene_ids.to_numpy()))\n", "res = s.query(s.get_xml())\n", "res = pd.read_table(StringIO(res), names=[\"ensembl_gene_id\", \"gene_name\", \"entrezgene_accession\", \"entrezgene_id\"], dtype={\"entrezgene_id\": pd.Int32Dtype()})\n", "\n", "def filter_entrez(group):\n", " group = group.drop(\"ensembl_gene_id\", axis=1)\n", " if group.shape[0] == 1:\n", " ret = group.iloc[0,:]\n", " else:\n", " matched = group[group.gene_name == group.entrezgene_accession]\n", " ret = matched.iloc[0,:] # no clear way to choose if there are multiple matches, so I just choose the first one\n", " return ret.drop(\"entrezgene_accession\")\n", "res = res.dropna().reset_index(drop=True).groupby(\"ensembl_gene_id\").apply(filter_entrez)\n", "\n", "a30_0.var[\"entrez_id\"] = (\n", " a30_0.var.\n", " reset_index().\n", " rename(columns={\"index\":\"gene_name\", \"gene_ids\": \"ensembl_gene_id\"}).\n", " merge(\n", " res.assign(entrezgene_id=res.entrezgene_id.astype(pd.Int32Dtype())),\n", " on=[\"gene_name\", \"ensembl_gene_id\"]).\n", " set_index(\"gene_name\").\n", " rename_axis(index=None)[\"entrezgene_id\"]\n", ")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "svg_full, _ = SpatialDE.test(a30_0, omnibus=True)\n", "svg_full[\"total_counts\"] = np.asarray(a30_0.X.sum(axis=0)).squeeze()\n", "svg_full.to_pickle(\"152807_svg_full.pkl\")" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "svg_full = pd.read_pickle(\"152807_svg_full.pkl\")" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/anndata/_core/anndata.py:1094: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n", "/home/kats/.local/lib/python3.7/site-packages/anndata/_core/anndata.py:1192: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n", "... storing 'feature_types' as categorical\n", "... storing 'genome' as categorical\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "vargenes = svg_full[svg_full.padj < 0.001].sort_values(\"total_counts\", ascending=False).gene[:2000]\n", "segm, _ = SpatialDE.tissue_segmentation(a30_0, genes=vargenes, rng=np.random.default_rng(seed=42))\n", "region_mapping = {0:\"basal layer\", 1: \"myometrium LQ\", 2: \"myometrium\", 3: \"epithelium\", 4: \"functional layer\", 7: \"glands (border)\", 11: \"glands\"}\n", "a30_0.obs[\"segmentation_labels_names\"] = a30_0.obs.segmentation_labels.cat.rename_categories(region_mapping)\n", "\n", "with rc_context({\"figure.figsize\": (2,2)}):\n", " sc.pl.spatial(a30_0, color=\"segmentation_labels_names\", title=\"SpatialDE2\", return_fig=True).savefig(\"figures/4a_spatialde.svg\", dpi=1000)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/anndata/_core/anndata.py:1094: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n", "/home/kats/.local/lib/python3.7/site-packages/anndata/_core/anndata.py:1192: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "a30_0_normalized = a30_0.copy()\n", "sc.pp.normalize_total(a30_0_normalized, target_sum=1e4, key_added=\"scaling_factor\")\n", "a30_0_norm_reg = a30_0_normalized.copy()\n", "sc.pp.log1p(a30_0_norm_reg)\n", "a30_0_norm_reg = a30_0_norm_reg[:, vargenes]\n", "sc.pp.regress_out(a30_0_norm_reg, ['total_counts'])\n", "sc.pp.scale(a30_0_norm_reg, max_value=10)\n", "sc.tl.pca(a30_0_norm_reg, svd_solver='arpack')\n", "sc.pp.neighbors(a30_0_norm_reg, n_neighbors=10, n_pcs=50)\n", "sc.tl.leiden(a30_0_norm_reg, random_state=42, resolution=0.6)\n", "with rc_context({\"figure.figsize\": (2,2)}):\n", " sc.pl.spatial(a30_0_norm_reg, color=\"leiden\", title=\"Leiden\", return_fig=True).savefig(\"figures/4a_leiden.svg\", dpi=1000)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "resolutions = (0.1, 0.3, 0.6, 0.8, 1., 1.5, 2.)\n", "smoothnesses = (0.5, 1., 2., 3., 5., 8., 10.)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/anndata/_core/anndata.py:1192: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n" ] }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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J2g2k+zjFydsZZZTHn/49TmEwZk2jQs3ob/4Bp/7W+zHrA/iiReA1KM9oTDmIqS9iyZDu3AEuLKYs7fga37/zB5DGtZt3+O6yfP/tA9lrdl9++tvGRkwt/Y/Ang3IB9iEPUR33XWXfuqpp4jCpP+AV6yvZ5nC9SwSFfPfnvgiQltU5SiJjuk6i3hxDVYdtH8aaXWQajvSMFGcxc3nMc1poqDJtpltPLF2mDhxmRzr0Gt1SfcdojTgIIZX6S4bVOwR3IGQdlZHntJ0WzbF2wx2Pz3JcmaS+QleK2Bux0lUfYqBdg43VfSKLroAa4fO4cw00OEYleGU1aEUNyrjpDmc8ZD7Jt/96oq8ytzt1f52Jd7I0l55vxDiGa31XW/xtVzGOjGvtkL009dDUCHEFuA/0PfA8rsbYTk3RZUUR31i9sUT9CVygOfZCCEwsWGxhn/eo6eaxHFKvjkJsYmMzlOp30Vu7X6EDFg5dpFesh9dvoWglpBGgvkdCuvQGPqgydbyKHt27mUw1yJ44QKV3hgjlWF8s0EWGmzL7SLMFQiKKYWHYnrGKk6aIgW0agXy9T1U2zkCw2ClJGkPnSG+tUFprYKKxqkuDtP5k4sMHB6j8NIAzpM2F57MOHZ6Bq0uLae++bnbt4NLYucNynuzIrj9G+Dn2EB936aQ89L6d5oqojglU4owSjh3ZvWycny8MopXhrRpk3Ylftoj7knSbIQo18CJLFSQpzI0ilGFwXEXEeaJrAIr58+DNnB1mbkkpVeFfKFEabRK1GkhfJ+BNE8t1DReXKBSV9gLNqQVlM6TOAaZITCyDGKT1LHItKYVzxP0NDQ0vUYHs5knlial8W3YSR6ZmODYDARlXnj0KM89e45u0r4mcS4R91qkutI6XmEhX5O2QdgMVdJPAC9qrTfUpeOG9zm1Bss2aa35HD+ygEawvNgmjjOOPr/MJ374AHe8awoTE8uF7pLGLmSoLMaIFJlwSFUDLynQayjMvKBYE4Q9H5SEnIOR+oxMjhNcNOioNn63jRUPEGlNJWpD5OC3PVZW2virTUYDi/JgjVyxhGlYdBJQWmDECXEKqW1gCkXcW8XLDROeU+hiiNvOEdkC4U1idjKUKQiUJtd06FbaPPfcKbyRlB2jHtLQmNK6oi70Vb9fa3rqWoOnDR4QbYYq6b3AgXU3NHuAO4QQXa31w9eR58aTs9eL6HZCHvnOOfYcGMJxbAwMWms+A7Uij//pDNt21hg9KJh/yiQqrSCNAnLOIllZJrnLxb2QsVJdpjbZJgxDtkaDeFrTHWtiN12sfVsxeksMnphgZsJCxEVScQG0IHqxgtlYYjZdwSwNM1AZZCA5T+fuGHk0ImqbFIJJYg2+a2P6CeVOgO/ajI7dRjx4hJGT+2mHwyhDUeuGpI5J17XJZRk1P6aXc9Dnt9KZe5DHtnQ5fbLOzkMlCmtbWF3oURtxGZnM4+Zert6rEexqaX8Go/INVyVprf/mpe9CiP8E/N71EhM2YUA0vWWv/sc/9x8pVTwmt1Q4dXQV3w+47Z5xDt4+BRpcz8I0Jd+a/xpnHgJtpGSPPonzfXdTNgcxh1pU2mdI4m2sLiQER4/yIz+0l+bgFo6fniEIzpFl4yRhBbdwEdOOiLvbSPyM7RfGaZ/+Y/zbDxGbLVqLs9w3PIUa3kqyXCOLMlqujZEqit2QwDJp2RalNMWNElqeQyolpU6ABjpFj5wB+U5I4NlEeYd8x+f5+S+wZeT7MXMG/tSfEo1uJVutIYsRbut52tY+doxMcfete64iz7s6UeH1p5zWN+pd14AINnW0vqHYBHLeov+nv/PvsKVBlmS4jmBsusT3fvxAX/FuvVo8e+rYGmdOrFGsekxOFxka8Th2/NsonWdu9ijVmolj7yRJQoLoDLPfMcAbxJQtRu4MUWorti5SPlZAa80plpGyhV8/y/CWaSqDtzAQFrg48iDGwzmSzKHqbSUVgpZp4ihFWWUEeYfYNMn7ETLJWLNMJIJalpJYJmHexk0zvCjhaHqK0cEi5mPP4O35OGeyRWzbZ8vRZzHu/QlCy0R2I07fepKP7f4IpYpDYzEgV7LIFa2r1tubHdFvBDm/W7Dh5Dx48JD+rf/f5ymVXNrNHmGYsH3XKLVqnjTT5DwLua4KvwSt4dzMV7CsAWYvGszPz2BYPn6riuc5GFaDzumEQm2IzlKbXnuZgfEJlHDJwjZx4uPkxjAwSMI5pndVkXEOsdTE6zaIa5N0HIPF5WVQCrswRRon7C5N0Uuhl2hyEow0ZZ4lhDTI4iWmcrdB3iHxE8woIbVMtG2QdbvYGiI0VqEILZ8oS8gNuViGi5kqUttgzekhtgQIK8NfckBoxvcJ3rXljte+iJvkfA02vM9p2yYHb5ta32EzhMrU5R2Fnm2u7wfSdHtLaK0IgjpfP12CRpmWsqh0znPL3p2YVszKygqhYePPeoSJRLY7pGgq27bgjLqETR+VeHg5G5V2EBWXYjYEhs3Kmk8tEbSLg3RUQhbE5Ktlet2MIFojiaGeZEglCeU8Zt4j7hpII0ApRcH1iOIOlm3gugbdOEMojZEqwCZzJIW8RRwrYtPEsi20MlEGKNfENAWRHdA50sQumBRLGbrk0WmmNIebRCpkJDcKvPEE/nfLCtFGY3PW1tc3a8HLDiwubRoTQhCFCV/+ziksW1A0W3z7pSGKuIiSxV35mFqtytCAZHBAcaqlUQsVRt8luPDMOWqDeSb2D6PGbZLFOc4+oUkwSDo+1XGT3oJNnEZEYYeK7bCUOLR7bfJWhrQraF9SLPboxRJtg04TTLmEnxXoZh4eMTqOcNQgdi5AhgUSw0DZJiJKKTuadMilF2ksrRFo0qKDzBROkpFJyAoWyg8Ihlqo0wk6lCinTqddJjqtqJ9/jiTn87E7HqBaK7ypOn0nEnRT5jld17pckcb6jkRD9kmpteaxJxf4gwWXz6/k+ebZSaqFHLNDBqHQNNJtvHT4QR57/Et4zj7u23Y73/MD92DdoqlOjzM8kufcw4/jeJp2p0rSXKI4vkihmkevSLoLx3BG2wztnaazzaI+f4TChEOar9CaP8/0uWcpdh22SJOhTsrsyrN0wiqtlTX8pecpr4SU/AJlY5SqN0JWdFBKMdDxydmSwLUpZIoplaANg8w2GegGFOKEOG9TK1vUVrucmHkGdQrS/Qpv4hzFxm4Gj9fwn30So3sBvejx4Im+c+MNnGD/c4VNsZxK6Vf5/Hllo9Vs+PzLpTo7pUXYTHlpzKCYwcSqJihLvuK6fP8TPUpTozwlPsPFbyxz4P67OXeqQVQ/Ra86jDW+i+7ZU5z94guMv/dODPL4C88TRTB0x0EMmZLpp1l+0iE3eAu9kxcZfFfK8PkS8eRuauee5KWpMUzHpFAwqZ9/ktzgNIOT91AMKsg4pevYxEoy1PNphop63qMmNfZSm2Agj++5lDsBWZQxF2lMSzPW6mEYHouqycTpc5xaPoW7tIuuO8G0mdB95nc5+L4fx1gzsepdjtZNkjszLPvN7bD8blq/3whsytr6ww892q/I9T3lhiFJkr5S6fEHL/LSkR5PbjPxw4Q9kUVowOlcxoQ22ddsMdg8Sm5vhCW2MbWtSKd3hsOfX2PwwC2YuQhhzmPIEQx3mGw4YumzhymO7sIPMob2r6JVgXC2wtrsMjqcZ+qBW9G6hBIXmDx3O83gPFmnwdl4Cac0iOfuZtyq4CYJLdvGdEzyYUyKxhgr0F4KGMhS4pxDzzGpphm0I3quQy8KOH3+mxwa/SCVPTXq8z28IKZrmrRUh0brJXbOLpDd+UMoLRkSisQyqMcZBVLe9TcPvGrb9CVs1tr6ZkEI8SAvRwg5qrW+bme7m2I5DVP2pXIAAlTW13d+/QvHOfZSh2O7i2xpKBAmS07GoeMvMjWxm+aAzYvVMoPeuyi0oFWx0HMw1KnS251Qmn8eXSjiFvayOl/niV1VPjY3h5G7herpGb5z+3u4r16jnIvpLFxAkSM/dRtJnDG6PECjtUZdLmGZU6jSODtqd2IKjelrMtekZ3tYnQgrTUlqOeIoxVzoYSlBM+8iBXhhQtcwUEUPM0mphyeYHttOdbhJ84KFdA06tTyOUlS6HoXaKC2jRrt5jFHnFpo1F9eVVHoKe+/wfxdr+K9/9BOvmef8uc/+yfWIPvJAR2v98Q0qIrBJfc5LTreyrO82Js007ZbPS4fnaLdDRhYSBk7ahFJT6ihaA1OcQbLWCBkNQJgmS1FG7tQylTMt5tYSViNYyyoEymBtoYFlmIytpRz1y7hDmmR4lJFml975JRpnO2SigmlaZL0eOrUIC4qhgQlCo0c3FxIXU4Qv0IlFbNlkKahuTJhpurHCrweoXkqoBZHWZGHS9yJnGziOxAznSHMBXtllyM0wCkW0ayENA0drkIL8cJ5D9w/iTHpUBqrEmSLqxKhUkXomYzvK67rSa/c5N5q868R8ja+k9fS3i1uArUKIbwkhvi6EuHsDirpZjrz63uL67lfAkJAvuIwODrJlbIDbVZVtZhlHWgwHLtruT/8UQxNjIUFISCR4PR8visiylDgO6BYHkJ4gCTpYpsDu+ax5Dk4p5LxTYlj1GC4qHJ2gMfFcA5n5ICEq+yRmjpbqEThN1ow6mR8SBT6xFdNRKUkvBDtB5EwsQyFERGimSM/EExqhNVgGQimspRMsLs8StRVV2SHTRRJbYsgUuxdjxAna0cQiodVu4MghcAysOCELY6p7ylSq9qvq7VrbmDe467UZqqQU+HXgQ8DfAz67HujhurApzXoc9f0cCfquCKWUaJ0xta0GsUX3sRLmSMJ7Fmpkyw7ayfBGFFlHktYNnppeopoYHN8yTuoavPvUDLYR8dXt29gSzkB+CL/V4KndW/nYqeOEo8P86WANBNxzPqaYdoibJ0jdQXLjoyTZGok5R3N4C641wOJzL4LhIscykjigOrrGN7rvZd8Wm3H9PKMn9nFczzE0LFmbOcn20gfxPYey0uTqXTquQzR2FwNPfhGLhPY9d1PyjzEc7aR57tt0ShM4q7OUeu/jyZUmnV6FiSAFAe2cjdQao2hjWfKq+s2rYQMJuhkR3F6ir0rSwFEhxCowCsxeR56bpYQ3SeOsv3/9FY6xdt1a4/gTbeQtHdTxCl+69//le/lepO8QHvcQ5QQxGHLXk8P4dc3B4YB8VXFu4Rnsosf+9hRf1ftZ2iYZ621hR1fw1R17aArF1jWNpTPMpafQuSKdPR/gVN7j9qf+gM7cOGFlnCd2DBBZmp37P4RVcLGe/G+Mf2Areu4QP9wMOd38EhO3fJo5s0Vv9gXsxGZw635Ozx/ltng3Sf1BVvbsJhyuM3FkPyv7f4CeTjh27qu8O0kx3rMTy/ww509+lv3bPkXDttkWbmWrmbLi9Mk4HkWcH3+WdPYupqf3YV1yz/hn1/fcDFXSL9J3GvtPhBBj9CMmL1xHfsAmbg1WWsP67sv5iy0OP7xEt5PhOXnkkRq77jvNXw9u48KFPF/6yCIPLJRwL5r8/sE6f+mpEZxyQrRkoUKH4uDttHotKs9/FX3PJ/ipxjC58w5xwyC46wIDnYz5osKyTdyDnyIVsPXZL3BnYZT25AOcmhqkIRXbfRORaGbKkDM09h0/yvGe4pZTf0QwvoXy9F2crj/O2vIq9sAeIksQli8y+XiL07eWsfdtZ+zUBGq1yVptiU5lldVnV3FH9nPUMykVn6B+2mRg1z2cWD3MvvggrbyD9lxy3YDG7sMk3jSOmmLmkW+xZWqM7TsGX7ceYcN3Y26Gr6R/A/xXIcTD9Efsf0NrnV1HfsBmTSU9+Oh67tBuhnz5947T60ClXMIyTWyRsTu3yrEjO6GoUBYYdZvUSskqCfmeS+ZLRDmmF8YYgUmYppTGFL3UpNjN4ZY0wtMsLUd8edsSe85dZKDkcWRqHL8ZsmthmUHR4dHtu6lkBgUka6YmEVCJNNISNDxBUZjcFqyS660Q9FpgD+A5Jp1GA2fKJN/Ik+/6qPoy7tQIxdFJivECQb3FkjWIlbcIrR5WZydBrUfQXKXXbjFZuxXDKmCGCUam6fiL5CZSoskEsNBBlfGpKfbtH7mmkv7qTsyufyppo0frm4VNjRqslObhb54l6Apsx1z3aqAZMlucWcjR1SFOYDI50KRDBd8XnBkNObDoIMwYqSWe4ZDmUmqOi6UMTDJCL8TCwogMCq7BvjDHSDbJ6XzCqDRpmxZzpTLN1CHX1aSGoutAXkuEhsSEqfYKqaqBLThvFdiZrlIZGsLvKaIwoDcwTmgaWPkm7TUwByfQ+TJTc/PogsH4zhGiuZjQdXDdEp12hD67SGmrR9zxkH6L45NFtnR6WMLE9hzMJE837qCURs2blA/0tyxfyzJeuW9+owzJOhFvODJeiU0ZrTueRaYU5882aMxFVMoWQsDSyirSVoxNSLQxSr5gYkmLnBciTIVpR8xLn46OMR2JziRpJBAmYGiyWOFZGZ4jSVNN3ANpCG7zK1SMcVSpTKlpUMk7rBVt1koVqoaknLMILZAa8ilEjkDWFykD5bzDLIJWK2StBY4V0Wk2WSqOssgQutSjq0NmigOcmpgmFzaIAsWRtTxhp8e55Tp+DE2xSq4+Q6fTI+c66PYSpzzFoj/HariKY5Wx7TImRby8Sy2R6067X8a1HDtcmfZOwabFIVpd6fHo12YZKJfp+hlJqqmUc+y5u4qa2oWq26iGgywo5ha3EM2W2D45x22B4pvDq6ydBD+JSK0YY80jXjYpDC8xNjFLNu8R+5rUjhFdC73gkcubvOtUke0nhph3NFsNF20KXqrAnaUi7y9V6Q3a3J0vUw0Es9sOcmbCo+nBLWtdCk5CsHCEXg+MgQlOWSkn7AwZjbL31mHKc48x0wl4dvw27LUFfmtshC/uvJtzEwfxF09SnF6hces+gkCxNP8ShfGDfO+yT9CcoT7/FI3hecLtKwj3CErN09tt4XpX13bCa/cUXUp7J+Ga5BRCfEQIcVIIMSeE+NlXpH/rjTLtdUMuHG8wWMgRJxGOY5KlMZVKgeqgy6nfNnhu++OcO3gYdd4jW7Ao77hIEifUntjO9700hje1xp3TL2LMF4hzATqX0Hh+C+ee3w1DAXZmos56JEkCZZ90zsJeLUIl5BMvDnPPU1sJPMnWhuZLWYdy1WYYk+fsiCOVjLM5xVRd06uHfH2iyNcmDnJmz8f4wuRuPr9ljLFYMhLAbxdqHH3yCKWRPdz54qN8fijHf7r9Q7zXt/mEY3Eo/22Ko9tJZ4vkJk4gojqlyYOcrj/Kvx2zkVYRs7Yd6Z2n2zuBSrdjyAKKr1NfDa5W7zeFIOu45oBICPEo8EkgBL4G/JLW+jtCiG9rrT9wrQzvuusu/YXPf43f+83nqJaqOJaJELIvsshZ5Momi6ci9IkqlmWQ+0hIkqbc3nqJ50/eizWQQdsmbkissYRAxQQzBoWCDUMBOjRQyzZmOaaruzhRHhFbjN16DMOSVLI6R07eS25U01pJ+J07l/iLzw7DuOLhrT26OqO2GBNkGQtVg2Fpkm+ldD3JkqOY7AlK0uSCp0i14j1nLmLGHR6+81ZKXSgFml7ZoJeTjLc0BUPzSetFtGEzo2sIs8fq0ycYumsHy8EIj1Lk1kf/mO69n0Q4NueLik8Mz+F2XIyszgfe+7HXeEl+PR9ON+ra+mbg9Zp1Q2u9qrXuAn8D+DUhhMWb2JdsWhalQhHPtvH9lLVOh/K4pNnqcPF0F3WuyOk765y9e4XkGYfHRMQLeozattOEqwbkUpztISoF0TNxpxIYDMjWJAYCZ1tALGKM0EOUU9ytMQszW5k5McWKHmZk1wX8OggTPnW2QjlvYc/bTAWCkYWYNan4iD7P9y+v8CnVpOWCFSh2rfW94X1In2R0LWWiqTk1PY5na7bP9LB7GQ0jw+mkTC5mNKOEu8Mz1MNR2skgw6rLyoke3uA+uucz4qMnGAigO3U3pVMvssvPuOP4Ip2Huiw/c5ZeW9HprF6ut3eiZvP18HrkPCeE+L+FELdqrV8CPgf8v8C1J+aAwE945rGz+EFMmGSYtqCUz1M/HyIzh4Ln4IykTDTzjK8WqI52uDWMEY0Bol6NZKjNhcJFqoV5Ih1hlTMcYSKZQecilJEiIokSivxgP0DVmcJZdF5gFA1WVgeoNxxiM8SwNIWejWkLnLKiGMGoYbHd7yIyk0HTR7WbbOl02K+b3GE12at6dHomO0WLGCi0Y+LUpI1AJYpiL6G2skQ7Tdia9TC1TRJFiDSl3TUxlIVjapJIMDBQZqC5Qqs8SJarkJiC0HHIZwozsVm9ELK6El+uu9fb+36jQwjx80KI54UQzwghNiSW/OtNJf1l4MfoBz1Ca/0rQoi/CHz09TKUhmBupkV1xEPFKZGfIjKbDEWmNK7r4JQkI00X05CEg+cYWOyyOl+mWC6RVtpEhVXM2MayhjENSHqSwbGYNd+HXpkkEBh5SSYz0gRa5SZbukCmUd0SiSxg5xJ0pMkCiW+nKC9lIu9iVPKUggijk+DkuihhclszgrjDgJPQiYt0EoMd9govOSX2d7rEpkXbFZTTjC2Rj7E2w9nRMlvXLuIXBqjYbaS2aXUd0LBrPObxF2MKxSre+fPU91YZGRrnVKvLYjlPbrbF9PgISxdXmZ9L2L7jtfW4mYSc/YWHXjPPOfmr770eVdLdwI8A76IfYvBPgT+53nK+nuV8P/0lKEcI8T1CiO8BGvSDIF0TcaiwdIU4yBCZxBAWqcpwHIdC3qRQchAXihiuJs1FfFWeYFtNMbJFAZL8hSHep3K0kiHihkk4b5PYMbNLW5jOnSHumlg7Y+TeDBbz5PMWdy7eiVp20KsuqRNjegKxVCDzTeyqJm4LxIUilmngGQZ+bRzruadxnUEKOYd376izZzqPnR9nshZy61QdyynxsXiZ20cXObQ94oP1RW6ZeZEPj55h/+4aPxAus3tcMJGboxu6rHUE+4bnCdqLvHjOxG+3mD/xFJZtcc/5s3zIOMwn8y8x0gk5sfMQJ194jGe238IjZxpEUXrpJV/v+3xDrBPzNaqk9fS3i48B/0VrHWutl4Afvv6Svr7l/LFrpGv6A6SrIo01YwMVur6NIQVhrJA6w3UcekEIGqxbe/SeySEyh/e0PsDRTCKWc8hCSmnXKrYKWH5qH1vvfZEMk0FWMYTkq9plYe+j/E0Njz50L6LaJVm0cDIXORH0N9JdzEFB4kwnGA2b6LxB+dM9RBIQWZJAaobqJ8l/330M2GeJszxz3SmKVoNtpQVa6QQXV/NMlZcxDc3J5UHIQu7fuUgnKXFypcRYscFktctMexSli0xX5olSST3Zyv5bWozk5vjmsmZsxx1cOH6Uj9xb4mJrBI3Bj1ae59tPNCnuuY0Pp4dpPHeG83eNc8utI39Wc5qvp0p6u9ZzHBgWQnwJKNBfznzpbZdwHdckp9b6r14tXQjxd18vQykFrXYH17FACCwjw3PzBH5ArVYhCFOyp6qI0QhDasRKHm0pjG0BKjDYVz5DPcszfOdRykaISEKWqGECH3fa/Fs75Fv1WynkBHK1gC4HhJVVnhh/hA8+9/2M332WnJMx+9weYivC+kDIE/N17nxhGufDXcIgZb6wg/3Zk5yqb6FWgLI8i1peZd7bTaEcsWOwy5I/iUglo/kZOoHkZH0b1ULEnqFlZltl5ptVJmodHNnhQnuKJEnYNbzAWmpzfGUHe2/pcvHCSfbeuoejy4KJUhvLhJnOVvbsS6mYC/xGcBtTU/tptcMr634zCboZqqQOfVJ+HKgAh4UQX9daN68jzzdevhRC/Avgp9avdegH4fz1a12vNUjTQiGwHYs4SUnitC/K8CwgQ97lE523iWONMdZDpJKs7XB871MYusZwktCZ3UlYTbEcTbAkeGHvUwzpCqPapTg/RGomZHs7nHLPMGeP8e75d8NwE4c2F8/vYXXPDG1vjY7X5K7l+2BLQHDYIN2bYESC09kBSs99k06xxIxToZAIRseOM7s2TKxdJqYSFJrZzjiWUIxFz9AOKizkt1Iqgi3bNMIKWhsUbJ+cJTnXGEaQsTA7w5KbwynsIooTinbMbKuI61gUnB4Cm7OtcT4oVviKU7ocoubPCJuhSnoMeJfWWgshevSFJNcdqPPNrBC9HxgD/hOwGzj7ehcbUlD0PCSabttHaEizCMMwabVaCDS0HISjSO0IMzNBCYxixFRnmuTiKI3mEEZFgbJZW4bVWh1ChzUCysujGOUetcE2562LVBpDbOt6eFGe+dIiK/U2klnyfoFqb5CR1hgqykh8+q5wejZIMOdn0aVBlOVhd9s4gzWaYgynUMLybLpNn24rJNfqMmB2ccpTDJTyVFmDKCRRNlJkOKYiSm2C2EDohLVWiLByOI5Ntx1QX0vphSZCK4RKSTOLIFK0m12MIKCYZjw/27xcf38Go/Nfok+eV+J6VUmfA+x1R17fou/ZuH0d+QFvjpyx1joGHK31DPBadxWvgNKaVKdkCNycgzQFruughEYIkzjJSH3QhsLLGaQhqFSjDU21O4AMcvjdEloKUhSObRG4PqaQ9FSI4+cojsWUvQWacgWr5THYifGTjDm3TkNpmsFx3E6B0XiEsl9FpQIZW5i2JO1qkJpccxHDy5OkCsevYw47pKVteAWHwarAUZqiZVCoLyO7s3QTp28F4wvYUR0jU9g6wKGFYVpEqaTidfF7HYSZo9XokXSXyHsWYWZR9kLKuYAotUCYSFXHtDTjfsCy98pwNK9eHXqlb86NmANdH5X/NHCB/vjhAvDT1zNa1338rNb6/Vrr92itf/eN73pjvKFkbr1Z7wFl+v2Jg1rra+4R2TF9q/4XP/+7SMPAMAyCKKSUzxNFIV6+SKYFrrbovmgjlUQMRZjCILhoQj7FKKdYkUO8JvE+5KO7muhpj6/v/RKTapRARNw+fpDKV7/A3PgWHi91CJ2ACf8OXAlnvMPY2uROdx+14gBfan+TT5z9JHYF4kWD6P4OVizJkpixr/wWWbGGcfshpOczlGvRWeywFpRwjp1n7BO7WEsmCIMuI0ufo2dOETjb8ZIL5MMzzIqDpHaVsTGTWMFcs4JjxJx46SWUNYSVH+TAlE85F9NIJ0kzzYA1T5BYnFjIk3SbNOZPsfW+T/Hpv37Hq/ZQX0sh/05yR/Om9JzrK0PQ7/A+qrVevta1u7Yd1P/ql/+IJI1BQ87rB8ayTINUaZJUkj5Sg5EAryBJLjpoqVDDAUZoI+oO5nCKLKUk8ybZR7rQ7sdiz75Z4Sv3fI77m/dQXhwiW7NR1ZB2pcEjYw+jpGJbsgXhak7q8/zY2A8g5g2S4w533/IQzwzcjmp3Gfnqb5Mq8Lfejm43yM2+RPHHP0LQLaEef4Kte0/SKt1PSI7qQEZy+inaxXsxghmG0qO0nP205BSj2TM4qk1r+18myRS57Cz1ns2i35/7fOG5o3zke95DqAcIxRa2Wt/gW4c92u0277/Vp9HLM7+W4679GVs/+sOXV4heTyZ3k5yAEOKntNb/UQjxz7liyVJrfc3+yc7pW/X/9Y+/QJqGIAT5nE0Ux9i2jVIJppkjaoM6VYBEcuHOF+ipkL1P3YNVVqyNtzhptVguPMWUGsdp5th5+lY0AmcsRcXwhe1/xMeOfYr6QJvDuk4zS/hUtJ3EjPnq8NcoOjk+KncwJTQnH98LtRhnXBFPJEhbYj/0MJIMeeo5VKFGb3AbOb9Ofu0iyeQtiHwZZ/EUg7uXWax+L7YpqM7/IW1jgsjZRj69SEnNsDr8g/h+xmj7G0jbZZE9xP4q5dEcq70iVmGUqXJAwfbx1xRJKsh1niWTOTrOPlRnDrd3FIb2sPuj78OYuO2NX9g7aG399UbrF9ePx69If11TqzSkaYyQBp5n4ccheS9HkqbkvAJRrBEXCyzedgKAhtHg0Kl7cbaFxBG8VHqaki5xT/dOKssjPDL2MHsmQ+JYknZtbE/w8eb3IHOKar3E2J4Zdmqbl7Ln6bVG2JXtwFLwiJjngaX3YG6L8NcyzFmXtBLgpBbJ7XfhPPQ1/Ac+TWjauE98HVUdorfrHoxug+G9Dr2BaRb1NNnz51BbIuac9+DoLmbvLFlhjNlsCnv5BKf8ezFKd+JYGrc3g5vLEegKWWuegWSWQG3FNz2M3gVMoThv3keaCiqn53CnXLrivRj+CqqyA/kO1m5eDa83z/nV9a+3aa3/waV0IcSvvl6GhhSY60GxMqUQGjKVEscJpmHjOBZqKCI3P8DSlvOMtSexHEkUKGYHzjMRjlPsVimEeWzDYKu/BRmbuEIiS4ok09i9PMIRWIMpnqcZPjeO4VkUM49y02Wp5lPMCZZya6yIBq7p0O3maa2lTPZKyCkDY3gLan6WYPsBvJEpLKERSYCRzxP2HLLOGmYuJis5xApE1kEZgkhUMUOFNAK04bJ9OGPAhGY7wHWrCMvGzSKKQzVUlpJFPiIO0TKHlgIj6pGmBm1s/F6CY6V0eoKg1aWYy2/Qa/3zgdfTc/6cEGIB+NtCiPn1zwJw/+tmKAXFYpEsU/i9CK0lnXaAxCCKfJIkpVMIyKdF/CTF6lTQQmOkJnE+ZLg3Qq03gB14pJliW28aUkkWgzAUhgFpT6AyqKd1RKTIdwtUgjJjlkUlqhBnBiIxWSjNsuAusFpcpjlSZzUKSJYFvdAnGd2CU5/FsiW9oWl0kiAay6hUE9QTwmUfVzQxBxy8XJ6qsYypA4RVJW8nlPUspmkjuidJOxdxshUSs0KaGli985gqJKVIXnTJxTMkwiYxPGrqPKPmHOaYh2tqivFJhMoIFi5etT7fydrOa5JTa/2vtdZjwP+ltR5f/4xprV836LtSmnY7IIkVQkiiOMMyTAwpiSNFkiq+3V7mzMAqTmeSJ3UdtWZhlBR75vZjnashM4FRzEibBvGCQ2ZmSFeTLrqIrk3qRWSRpnx2klsuHCQZ6/Dc2HM8WHmEM9PHcPJ1TslTrKomo3IA3/Q5YhxBeIuc23GEZ3iW2iN/SPbu78G1TL4caaygiV+ZgJU5JrfXyXaN0/QOYD5/jGJ4hLYxiWUotmffwlBdVtVWyskJJtNH6FElMgcZ7HwTLzjGst6ClbUY632FNFP49lZqwWHKrUdpZkOEymVL+HUKeo75bBtetkTbnLhqfX43qJKEEL8ghPjOKz4nhRBv3IF+o3zfxFTSKH1PDpdcof0drfU917p+59Zb9c//9G/jOCbSNBAywzIdsiyhXK7gOCZxSxO9WICPdhHPmWSBgEWXb+49yWQupJVf5F3f+R6Sco/igIFa8lBKY09EpLFBOmfx6Pu+zDgjzOg5VtQae+VOLEyO67PYwuYDy+/HbuQRH0hIvmrRHfR5kHnU+GFu8e8nSTNOeI/wM3+6TLRlP9baPI1PfpqBL34eMTiKcfpZpm5f4mL3w8StgG1D36BrTtLxDlJJjlGIz9EsvJtO5jEcPoEQBnX3HkzVZDR9hq61g467h0rwPE48T7f6PnqxoNx+mETkmVUHGHFbVKPDnDx+iMr7DnH7X/nwpTq/at1ulE/4L33rr71GlfSxD/7Whmx4E0K8H/gprfVPXHdeb4Kc3wGOAbcBa8ATWutfudb1u7Ye1P/473wGw9DYloVSKY5no7RGCIN8ziMZNlCPGCAzsmWPb939BbbrSXoiZP/gQZ5cepKdve1Uz05gxDaMhAgj4yuTX+WjR34QYzAl7Qr+aMfn+QvVjxFEXR4NniEkYTIZRxua840K5doFDub2UM3V+OO1rzDdvQepE+YLRxHAA+59IAzMogmxxphfpHTkIWRrGXXHVnJuifSZ05T3x8ylO6nYHQazozTt3aTuJMX4BFbSYMU6hG0KCr1nCUWVnrsbL12mqs/RtPfSzUoM6RMYhDSs2yALKfWexTfGaKgphuUiq1Of4IEf2nVl3b/qfCPIuU7Mq0Zwu16CCiE84FHgI1rr1Te6/o3wZlaItNb6bwHPAp+gr9l7vasZqhXX3W5nOLZJGkcYUpDEAUJo4sWIZ8oLPJpfZPa2Y0xnW5hdK5G0x5hbWMbNHI64JzBrCms6QMYmduRyMNvDzM5j9BYUcl/I/eJ+Ds81OBwcY1KNsE/vZK1dITMj9tVSRswaJ+IzoOAB7x5Sbxa/cJEPle/hA4V7ybTg6Eqbbj1CKkjHRojLgyyP7SObz1h9YZ72+D7mW3sZsZcwLZsl9/0oWcSLZ+ia0yxad2NEq4iozkXuIHamKal5QuWy7N5HFKfU5BJdexdN5yD4c5g6oF16D6E5Qj6do5PmUa05rrQTm9TX3KwIbgB/E/hvG0FMeHP71m0hxBR91YkBTL3exdKQWK4kl7poBDlPYgiHKNPkci62bXJ+tUOpGJOk0LPbGEJwoJqn5Dic93vkxAieqjCb6zAdlrEKCoRgtDHJieIS3oDPWpDQSwS2E5F0PbpZjpznMexZiLTGDq04KQQDokIrXaOetHFMk5qXY76ekZirVO0ymg6LcZuStwUJrHo1KrSQ7gBB1GCs4pNkgsAc6v+SdQ8Mk0iX0UphqJBIFFFITBKkYZHoMlmisIkxnByhylA6QyJwCgPESYZNhO2axKqEIWwaoYnKFIbZtxffZaok1h13/W3gvuvJ55V4M5bzl+mr3/+YvmOmb7zexUprVustMpWCyIjiCCElSRpjCIMkzugkCRkxjtsjMxTaVpQ9k3LeRLsWpp0nZxRZttZIY02qMhqyh+4aJMqgPdSkHSU04hDsJmWnAKZHM9QIESODMpNCEekYG5OlsM5SsgwpiMBmtuPT0Gt0oy6m1WVRLRBFCUE7RG/dRbI0w/JKB+kWcOQiBWeZOC3ilnIU1TxCJ8SihExaFPQSwvTQbpVRe5G4s0ygi5hCkQvPYUhJM8wjg0XsaIZM5rFMj1xyDitro+0BpA7JZJUs7Qt5rkXMDSLstdRH16NKgv4szjGtdf0687mMNySn1vo7wB8C54BdWuufe/0bwPNyxKlCKY1p2XT8gDgRNFsdOt2IXV6eFd9j1p6nZOTIyzx/utLmTxea1IRJEGccMZ5B5ldY3Hoe0XF5wlzhwrYzmN4qJ3PP01Ep4yVFhx6n7FPkCqsMlFvM5o5wNgh5zLbJtOaIOkW3U2NEbWVVrPFSdhxHQqG3ldHaOEtylVudvQjLwBr2yBVymA98gvFoldr8cXwxCHaJ8ktPY3oW2cRdOFmdMf8bSMMkcqYYzp6lV7qHtrsPaTqM9r6OlSzTs3dgBueZiL5GJ3HpyQkGeg9SiQ/TMncQRTEj/lcxVIdyerofeeQtRBh+m9gMVRL0B83fvs48XoU3JKcQ4mfo6/X+CfCMEOIvvf71IC2D/LrDgLVWSJRkmFKw1uqRZorPLy/iIRnr7efF7DSH5x12D0V4lVke0l/n7pkt3Ne+hzV3jUeNpzm893HGBxq8yBHmjHl26K0khdM8Lp8ACVvVFOeZ47A6zrB/kFHX4t1f+SzNaJS96buJhOKxFR+7vYuJzp2c7gXs2lbBUQYfHn4f5ZEKVs7A8BXahHC4Si83RDS1j8KLxxiKn6XwPYcoqVlqF/4fsjRkwbkfLzjFSO/rtMzdVNe+zEjz89T0aVYL70eQsZJ/L6lwaBYfYNw4yVj0IE3vDrr2dka7X8bNFmmUPoCl2ky1/mvfM98mY33Q8xpV0vUOhrTW/4vW+teuv4Qv482M1g8D92mt/XX3yo9orQ9d6/rd2w7qX/lHnyXnmDi2Sacb4NgOaZbienniMMUn45HmGtnIS2zz70YrOOn3GBydYUwNsyabzGXL7HG2QmBwXs+hhWYnk6Rmxj3uVv54ts32msEFdZqfST3+wLHxfcWSs8QPbv1ecqYk6GUEQvHs+To1y+ZCN6ARRvzA9gmkofnjtW/wj8xtPIrNjNHk4MAhyt/6GoFdJL9yBhH7GHdvx0YxpF6gyxCBsxM3vojtn6XtHSRRRdTRGQb3tum4BzBFTCV4niYThM5WzN4pynKZtnc7SjhUosNowyMq7CdqL1NKTtDU0yzGU9z3kx9hYOTl0C9XE4DcFH688oK+3P4jrzh/XacKu7Ye1P/HP/oshikwpERojWXZpFmK43hkSvOdtVWGLRtDapbDFEMKRjyHUKesWMcZiHcz5NosxzH1bsJYuYMQ0BAtLGEwLXew3NN0s4ShwVWKocuMXiMiYSjdiee6LIoTeMEOthdzmLbBM4trDJa6mNqhFbio/EUKKk8BzblslTvLh3C0Q9br8NBck/uGijgqpnDiaQxLYkwUca0IM16gvjyMWSlT8hbRKsLXE2iRUJLLaCNHImuosIUnWoSyRoSLmTRwzYzEHsJA42Qr9FKbxKjhqTaJ32DnT/5tygMvD6Tf6eR8M6P1RAjxEP35q9sBhBD/DK6tTrIMm5wnWKp3yRJNoaSoFHIoFYMymTAdemlGZq8ymC+RZIrY7WBjM2GMkyY2aWGNyWyMAj0C2WDCmkSFDmhJPctACaqWgEywaoTkdY6Chqn6AhpJOlomX/aY70YUhM9AXqBExIRdA5HQigQ+IZEpGLFGMLTFTDzLRH6c0WrCouOze7VD5uRRCLJmhrYMDHsYlblI0ycxctiOh4wCVKqIZA5TOoRBD0MKYlECaWBkCQoLP5UYIkIakkC5GKYFJGhhoMzi5ZH6eh2/qk7fiQ4X3sxo/SH6e5DP0Y+r/YfAifXPazOUAo3GsSyKnocAhJa0/Zgk1eRyNmMDBtIx0F6EY2VoFdFMm/SyLlZYQmtFI2mRE5KSbRLqGMdxEWkOFZs0ogQ/jTDNkEApWqqH1AY5ZVBtzjLQnGULQwzmJPPdHhd7i0jVoRenOKmFMFuoEHwjIJMZQ2YFYWdcCOaJSZgqO6xRx5s7g5kvkBkWenGFrBHTatewREZRnUUpQSqLeNkKBVbBqpIkkgE5S85MSIwaLl2KyTkwPJz8ADVzBTtZoZUUkNKkEp8mTUJCZxrTfDke0Tt5Tf0S3kyz/hXgXwB/hf6W4L+rtX73ta7fvf2g/hc///sYpgkIkjjuj2rjmLzjoaXk6/ZDbPHvwhEGpzod0jRjd6lAK0i4mIRMeB4jeZcLrS5LfsTOgTaOZXLRmCcvXbZaY6xGHWZZZIwRSuRZkMt0lM8uOY0Smr0je3lo6VFGGWQxarCol5kO7qXswlz+KLFKmA4OkWFw2n2cUavGiB5kTq1w39A9FNoxZhpjfv0zhKnA3HsrstPGnjlKMrwNNTbMkPsCdrzMin03pmUyFD9NZlZYNfaQU8sUgiN0nQP05BC15EVs3aWRv4eg12M4fprMmyB092H5p8hFpxj+O/8BN/dqz3NXNu3vpGb9zVhOW2v9bcDVWn+GfuSEayLLNEJa5B2LMMrQWiANKBRyOK6BZUju9u/lbLfLs/a3GbEtxnMuj6+tsVh6nr1FC23BY40GQsPuos1ZY4bjawUm0nHyOs+j8Qss14fY0X0XjfowTyya5Dq3sD2+g8PxcY4s5Th+YQ2rtZPHF0x6jQl2BAdYK7/IYe9RBrIKE3qUo95jXMw9zS69DZ3BluEdaAXLjXnimkf+i/+Bbm0bYnQLhSMP4TTmSPe+GxmHbJd/SESJ8/pOhpNnGIkewy/egy+Gmeh9GTttsOA8gIyWGPe/TM+YYC33LgZ6DzGqj1DPv5dElBhsfQGhMk47P0iavHrD4o0u+NhsvBnL+SD9iXcT+DzwG1rra64C7Nx6UP/aP/ljDGLafoxlmgRhgGk5oFLGRwb5zeYfsa13HwXH4mzgI4BtjsdaELE08AyT5jAjssrJ3jxto8t+ays6E5xhBqd1kCnDoa0yZqKALZ7HtlKOwaE8X2l8gy3JOLZtcWTBY3B0hkkxykJcZ8Wos4VxBs0qU7UtfGXpm3y4+F5cx+Fzja8wKKoM6RpLus57xu7l7GIHs9Nl7+NfwM25JPu/F42D9cxnKN4zRGiP43ZPYMarzE/8LAYZW+r/jlDnaVi3UBZrmO0j+N4+MnuQQnyc5ksm8uA2tI4ph4fJnFF65jQlvYwVnKb8P/xvrxqtr9f/lec3nOUU/UL+BrAfcIGfXzdo15fvmyDnXuDTwK8BfxV4UGv93LWu373toP5Xv/R5TNtASkEYRhjSJExSTNPEc2zOtxeZMefR6TQVbWCbghXnFKayGRQjdHsGC72YWnEVM/GIdInbJwa5uLJGJmxWvRM4qceAGqGTmHQKpxllBK1T2kYLelMMmB4BMWv2aQrhDipeRoNl/PYIE+WYlJiu0cWSDnZqkciEetSkIkpMeeMUc2WSOKV0+FmKrkR2VkmcEi1lUTR84tUG+T1lMGwKskcUx8SygmdnOMkKmVWhHefxRBMHn8QaJghM8mKRXqSIrREsEeHpOsKqshzkuO3Hvo/B0eLV3sErv183OUe//fxrVEmLHzh0Pb6SPkJfifSjQoidwOe01gevp4zw5laIjmmtf0Vr3dZa/39ej5jrRSWKE6IoJU0zlNAoAxxLkPcckiRjKZSUGGJLLUe7F5EKwW5vimk9RDswMbyAIRfQgiTOY0Qwv9hluaWIzDojchgrKdJLBDrVlMIBgsAmjvNYkUPeTgnsOttadSZ1DUfadAKJGRUomzbdQJCImIpRpSiKjLoj2FIyLkYYWBtlqZtgC4GtwSIhzRLSXJEMjYhC0kjg1Gq4rsA1EuJUkGmLYFWRxRnaqSKExNA+SWYQ6DxZlmCYAaF20UYOoUKEzlAyT6o0lpJUBvKXXvZr+pobNThaJ+ZrfCWtp79dZEBRCCHpO/LqXndB2QS321pryqUClilIUkWWSbrtAIVBs9km04oQQRoWkIbAyJkEOqMiByjKCn6iCTMf24yJNTQiRZIoFtZ8ellKO24TreURSYlVPyHWEWZUI0oMWoHEsz1sN6RrNBjuzjMUlyFT1H2FSCp4TkY3tGmmAUVVYkBWcW2PThpRDMuUVwaZbaUkOkGnISLqEnXapGaOIIgp+Is4tkKU8phRF9m9QKBtIp3Drq9iqTq+KJEkKaVsBq0VqVnDTOrks3mUVcRw85TVBSzdJjEHEFrhzJ1bj3i36f3MzVAlPUI/KNZx+kuYv30deV3GxvuE1xrTFFi2iZQS1+hHsEBrSnkH0zDYXyzRERkvLrYoGRYFafLthQaP1luUhUHUqXG8bWAmY4zYLg2hWHM02waKjJrbORlF9KRivAi+d4HDnTZWYZnBapvzzHI+m6UmSzy8fQB7aphDFZc7q0WaOuWY+QxF16SabOPJ9GkeD57iZP0UWigeyz8BieZ2XeBbq4/ypfgx6u/6IK07P4hz7BHy7QXSqTFKg/Pw5IMsnTRp9XZTDZ5hInscd08FZRUZaX6ZvFqgbe2kqBcZaX8RJXL0jAlGwscodZ6gbWxFSsm4/2UW7A8gPvYj/SjLG+hA4RrYDFXSLwBf1lrvBrYDvyyEqFxHfsBmhHqR0O70+ovsAlKdkSu4GCIDy8VUkj+uL7Irl2e743G41QY0e/NFGjri+cJ3qCy/i1tyeWaTkHqWcmu1hGMZPNtq4UmDXV6OZpyydfsYZw9rpoXB6XlIxp5nd/BuMiV4LOjxD848xfE9RR41c8xXHmOiMMYuuY1T3tPEKuHjxQ/hGA6/c+wC4xPLHDB38eiB77CkVtnFVraak8iChUDQ3v8+7OWLFJ5+GOM9Nez33Id+7ihbpx5kJXc/gTLRDx2mfE/KUu695LIFJnpfpGHtZ9F7gKH4WSzVZi1/H5mZMh1+g9ge5Vz4YXJHfp/Wdhv42WvX68YZ1M3wleQAS+vfm/RdtV/3r2vDg2TtnL5V//r/9gVMy0Ah6HQCMgSmFBTyDmGg6JLxSKOBrzL25AtYWcp9T3yWz9z+KaYrCV2nwYWlIbblchQNk3NhwP+wvcaLwTytJOCluTxlYTLkxDSdeZZ0nS1qDFc5zNqLSENwoLCdrg45l13kU4MfQ0UK6Un+4IUL7Bv1yZTmTDrLTzy1SPOeT8BghT88Ncv4wDIVUWJWLdJOW3xi4EOoRPKVmWV+cvYJsuFtiLUlxOI54vHdiEIZc+4kI/vWaHkHcWWK236GnjFOmNuB458jn8zQ9G4Hw2UgOUKqTVr2XkTUZECd4IWhe6mNTfDuB+7lEgsvte5X+oe/3nnOV/Q5X6OEf7uDIiFEDfgt+h5hHODfaq3/y9st4+V8N56cB/Rv/suvE6UhcZShFSRpCvRd05QLRR7tNRnLe8gMFqMQuzrLWG+CdmaznDtKrrWTmu1QjxP8OGTQspkcLjBa9Xh2oc7WgTxnz7dZDGMqjknONGhlmtA9ywFrD7ZtcFyf5N32PhbChGYsWApCpko5XAS1ks0z7cPUVBknjpmVPkO5KkZUoRmm3DYxxInGSXKOyfbaNg4vH6MsB8i6q9x+6jzKLRLbRZywBWEPJquYeU1Zr6CljS+q2DLCM5t0giKZzJPTDUQWE9TeTSdIqPUew3aKtIMKfidiz09+L2MTA68bg2ijJuE3erS+WdjwZl0IiPwIbQgMYSAMjVImYZjiWS5pBhO2RxArojRjwItRqUcLG7vYZVyNEWDSiRM8Q1J0bTxH0PITCrZDQVusrkRsXZ3FrYyg8h7tXoyZCUbMYSI3IIrKjCSjWEmOdtIilk1GtGBwdoWLtQlsw6CiBkgzh/FSBZ34iNikaDjYnTxxq7/OEEcZK40mRibpZS0qhRHSgYwsn8deWyUzbPBMZJhi5zKCuIhQBl45RSmBn+QRSJKmQlUcpGWhwjU8JGHmEfka0oDatinGJgaAq2s2N9qArBPxhiPjldjwAZGUkjiNCYOYKE7ohRFaQJzGmJaJYQocKybMMiKdorIEkZr0woRYdVDdAsIUhGR4SYhlWViOSYhiuRviOAbtLGEkqDNoSUDgK4VtSgyVZylbop6FlIMyS8shC6FPZrYo6IBic4n5XsBcu4URVmkGFhVZYFtWYaIwSqGQYzDy6Kx16eCzKlosR3VsYdGgRdUtE0zsIBqdwlidQ6UZsenBapt8tkwUDtDtuli9c1g6IBFlDNVDXJwlwyAxSgxEh3HXniKgjDQsCpzE27uNhYvLKHXdLi3/XGFTppJyrodjW/34Q6aFIaFUzOM4Asc0eMl6HhMYyruca5mcVxfZW8uxTe7gpaZPK4i5JQ2549wTHPN9Dg0Uee9UhcNrLU63fG7v9XcCPBhpYqUZdV3qKuOs8xJFmaeQX+PB3CM8UXuCwXyHIIt4sOvw4PA+hlxY8I7zUrtD2bR4bjVg8Du/g503cQ0T93Z4rPwElpaUkyLn1EVOqYsUoiIne6cY+PpvU3rky6TDW7CaC5ROP4bIlVhd3Yp17Ekmys/SdbaDDhltfRlTB9gHxvG6Rxhsf5tz50aoL4wyHX+LXHCctrmdLa0/YXC4hpQv7x+62uedhg3vc+7deVD/+j/9MmEU9F3HWAZ+GOG4DqiMcqnIShTzneUVWtWnmFq9CxM4V32KgsixpXeAlRB+5LHf5g/u/2uMFz1O+l2UBXu8ImGccaTd5qe2DnGxq3mx22WmF7CnWGDEsTg45PDZxSa7CzkWV0NOFx5iYPUebvNb7Dj7GP9+74fYN9bC1i6n2gV+5LZpzl1oM9cLeNfuIR46ssigmzLjHKOluuxkEks4HBg/wMjv/0fC6YNYy+dxV8/SG9uLrlWZKj7K6tMuvek7EJFPfuZ5qu8r0XP3U0xO4oZnWOAOZK5GufMwhmGyaN2Dk60yrJ5l6O/+F5YXGkxMD738Yq69j+iGW77cLGw4OW/dd0j/H//T76NlfxI+zTJyeYc0SZGGhZCSPza+wa7ofhwr5Yw8TLS0mx35PFGacSbw+fTeKeYXuxxptllTKXtKRUp5m+PtDiLT7MgXaAUR58OACc9lwLKZjUJaacqecgnbFJxod/AqZxnubqOVWMwGIdOeR9E0Oe/7SEdy17YBekHKWM7l4ZPLHAq7jM2+gP/Jv8Dzcy/gCpsZNQ/AVHiAFIOZwtP8+PMR2cA45vIFxraf42LjXgzbxjj/EpnpwC3T1PJNyvFxVsUOMmeYUnIGK2lybvUQpmkyXnqCuZPjVD/xEbbdv51OK2B8uobWL4/Ur6bhfCepkjacnAf23aZ/7i//NsVCjlRpvJyBZVkkcYLjeUgpWYp6nO6GJBImB7vEAWyrTOMFId1Mkis6fP3UPB+on6OVH+CwU6Ey7LCtWqC5GjHrB5gZlLTEF5qOzhi0bEwhaKoMrTUDVn+9vOmc413lu1nrRiwFAXcUHYJzZxgYKWJtm+bLF17k1rqFudYivzZH954PE9mCE8FZQhWzT06TpXBUX+DO8iGSNCQXxgwceQRdHEC7EtbaVCZ6rNRHCfyY6S2LBM1hVMXDMpp4oouyh4kzMIImaE3iVol6Kdt+6PuZfypl130lypPXDtR6Ce8kcm5CnxMM4dLtxWSZotmOCYKQMFY02x2kFNRTRSXnMOG5DCUVojiP78cs+AkXs4skmWK6VOBCYYgLwqUgJcM5l2Y7oh3EDLgOnm3SQ+NYBsOOg5CC0bKHJyQ5KQmMFXY1lhhKc3SzJolQlD0bq+AwvW+Swdsm0KlgOjdMrbdGe2CY3tQ0LS9hNVB4hkPRKtCKbNYig7KVJ1Q9cmfPI3o9ErNAGmekrYQwNYnSPJ7QVPIO5MYwKlWitYzYHie1hlBa01lURJhoxyNqCoq7t2GZNgtnO1g54zV1+d3SzxRC2EKI/yyEeEgI8bgQ4pruit4KNiWktW1LygWXXM6mXHAp5BwqRZeCayMR/X3rKqAmJGXbJsgUcZSxlmrqWZsozcibBt2BYYJijmLBRvmalU5EK4ipFi0GjIheGqMAR0q6SYqXs8gbBjlbEtptyu1lKqnBUljnfLuHbUo6JgzuH6GpizR6mpIoIRpLnJQFGoNbWI3rzHRiDGw8nWMuSpiLEmqyxkpQpzJ/jNLSefxqDTMNMNcWMDyXbruGaK8i2qtE1iTOVAGvPk/P2UVLbiNnNFBzC/iRSy+wkYuL5Hfsp3Gyg+taeNXXDoauPN8osn7+8aUf//zjS+c///iSWj9ej+gD4K8BK+tO3n4c+PfXX8pNImemE6Ql0GlGmsRkWhAnCfl8Hi1gd9mgaZ9nvCg4ns4zVguYLkrmgpBqsJ2X5ps8utogTBWj+RxLKuFYt0NRmhQcmycXG3yo/QwHzIQIxRG/i2MZzNZ9TvZ6HGv1qIQ7eHL6EI95F1hplBixHGY6Pl87s8zqXIr0Y750foHvtB/nsR33gIKDK5ptzk5urZaYbRY4Jk7gaHAVDFWH2VbdSu/+T5IduJs/Gp9HolATWymsnKJ08WlUZQRZLCG++UW8xYdIbxliaPkzbKn/R5RpU9g3jP3SScRzx4ju/ghxnNH7L7/K0H3JqyIHb+ba+joRX6NKuk6CHgQeBtBanwXGhBDV6y3rppBzsFrEc20KBY+c5xBFCYaUZGkKSnHLn/x7RHsbT61EvDDv8kx8jPTUC/zg4mGe6jbp1o6zo6BYDkIeWl1lMGezM5/nxW6Hs7HPDjvHF3c/wNdTwU/X2vz16SJrKuGB7/x7phyTXaUCTzebnO/67AnvRWt4dLXOXaM1Hhge4jdfmOM/PD/DD0wO8sPl9/DusTIfO/pFWrWMio75k/kFfqL+PD/VnuLdIw7ntM9Ls8c40nmB/zq/RFzO8YB3L5+7NU/hpW8T1SaIttxK8fyTTA49ifXeg0SZh/z6o6hMMWd/ALd7irHkmzh3T+K9a4pbGv+KyvP/Jwv3fh+37B/fjNdwLWyGKulF4MMA6036EP1lzOvCxo/W9x/Sv/I//gG2o7FNkyCM6fQCHMdBShgZqWG2F+HJbyDbqzz0nr9EpjQnez1++sy3OXr73Zwxu1xYHmbCdhivedRVSt16ltHmbTi25FQ3YHIgxwcyn9rsEcb2bOH3HYNBq0rRHuULL86yK5/DTzPOhD4jTn9EvxJH1OOYW0oFPMvkdK/LR/dMkD95Arkwg3nxON/62HvYl3nsunCCX/fuYCgxUFnGnEopWSbvV23yC2fpfvijlHoJIvFxn/4arorwJ/ahugHxyRdYvvcvUVQzDKkXKGUXaOcOEsQOg/oEUmia8m6WTq8w8ekPcvv9W5Hy5Wb8WtiI5cvPP76kuLqMRH/q3pG3ZazWA1r8S/q7c2eBu4F9WuvX3dLzRth4VRKAULiOAxh4eRNpGSgNWgniRGE9/zDR0Fa62++knSnSVPGRyVGaW36Eowtr5GWNO8sObZUy1wmZLHiUuodY1Ro/zDhYKWNZkuELT/DI1LvIZx5RM2b6zCM8Pf1e9hYLbBkuUHjsm+ypTmB2FnikNs1QwWVHqcDEoMej51aYdnMsLHTYdf4Ewskxe9sDGLHgzFDA3v0f40NnU15YO85+dw+FpQ4JGj2xnd7QMHQzItdi4OjTmFt3YroWcnYBp+oTHdzPCC+wYh9gQM/QNCchWKVk9uhZezClhX9sicpwjy0TxmVi/hlhM1RJ3wd8XWv999ct59+7XmLCJpBTGoJWq4NOM1zPw3MtgkSRZopioYAQgmhoO8Fag3SohBVrPNNgrt1jQcOQKxBmhE8bMxigJDTdrA6qRMkUGAJSNLtWL7KUHyeUDl0/QWvBfGkbkQahNWGYElQnaOcrOJbLSMFGGz49I6HZG6VommRWi9VegUmnjEhSZotgCIOiLPDsInS6CXlZRAnN9mSZQEtkz8QJOpxSFoXUwrFKmGshxYpGux6p0FhaoLsBVs4nCk1MQ2CbZaLIBxKUoUikiWlalAb62zLeaLCzgS3cL3F1VdL1+Ep6AfgdIcQv0JfL/ZXryOsyNmFtXZBzXLIMkjim0/XpBRGmZRIlIU7ZItu+AyfvUBisMK59LCOmFcc0ggjHDkl1SGh20ELjWZCIHr00ZcKT7ChZRFpR66xywR3BjzJWogQ/SDlbmKSTpLRVxnI7ZK48zqlUMuNWsMiIRYsGyyys+TiGpCNXaCcp3doYYS7PvNkjTMGJ88wsdTm20sHsVWl1Q8bnjrF9+QzphQvo06c5vdqmWW+yUNlC1mqQri5iVocIGmXk3CKymZBvz5M1NJy9QNC0CMJBvGQRN5zDLhXI4gGEU7hmXW7GwOhT945c1VfSevrbgtb6gtb6veufj2it5zeirBve5zx46+36l/76Z8iyDMc1EFICCilNFBkDY1XyuQhp2vhLa9gPf4nffdcYU/4BklgwW32OSusQQ6bFQhixmsTszOcZdSUfza9ACouVrWSGyW+8dJFxL8eAYTIfR6wlCQcqJcIk42S7Q94w2VEs0IgjZqOIccuhYBjMxxG+ythbLgGaI2stKrbNuOuylqWsVp5iW3AfJcNiaqSAFOA8/Qyis8ZvV3fwN2aeIBjcgrt8juSDnyTLJIWKi0GK/vzv4I/txeyuYc8eJRnZQVIexlk6g2jXiaYPEsYZu0ceYWnvz3HPx3chjavbiCslc+vfb07Cv13EYUa1bFMuumgtMIRCGAKtU4q5PCJRpKGFaSv+3cUWHXeI7z1u8uxaj7NxyF6xG7t6gcfW1kDC/kKRC1HAx83zhFaZnshh/f6/Iag4fGLfOGGS8niziSsMdjl5Xqi32Le1yt5ikUHb5rHVOqtBwv5cgVaa8ES9Qc002ZGzOO48wmnvCfaO+4zvWuY5v0WcP8HW9j7Or/V4aGmF586ucmxmje7dd9B9/4f4y/u30/74j1I9+m2yD/4FUBaOBWkSkkSC4AM/RvHYg1jNRfzd9yOTgOKxPyXL1wimb8e7eITCzAscc3+avfdMIORrlygvWcwrQwy+0zyAbPzy5d5D+lf/4R8QpxlhmGKZAs+zsC0Dw7AxDYP/fHGGv3/fNAsLEX94bplEK7Y5HpZjcrLXZdR1GTJsltOI+SDkllKB4bzN8W6Xny21iL1B3ILmXy5meC3JiONwMQioRzE7Km1saXGq4eEgmc7n8IXmfK/HkGEzYJrMxhE/9tIf8+TdP4yyLXZPV3h8ZoWJSspsZ5bZ5SF2FgrkLYOz3R4/vnOQFxsxK92Is4HPoGmzq5BnoOZRUREcex7LsjFnjpMKSTCwDScLseZP0C2Mw8Ao9uoFZGcNeWg7vp8ycP8Hue2B127beeV6+tW+v5OWLzecnLcduEP/m1/+E+rtFpYhSTJNkiQYsr88l8sV0LZifNKhW48Ijx4hs10edAfJDyxSjSfoRgbLvYCKY1M0Tboi4ycqHdKJQdxWjAg6fDktM7a1yOFnmzTCmGHPQaQxK/I8ItjCoGkTpoqWTilaFgOeTT1K6MQxozkXu9NhwbQxpWCypgmMgEYnT764SplhGj2TIE0ZKPSYmsxzdtEibGcUrIhIdrg9N4WUJr0049TSClGmuae7hKlT1NoymeWSuSVUt0t1ZIl2YwLLdRHdFeoTB/jwTx6iPPhyUKyrNeFXpr/TyLnxk/ACHAdc1yFFIKUgn3PxPAfLttEaLkQRqh99kvl8hWLQYMSxKIoqsTCwcoLJag7XMgiyjO3dOkkM9vxFhMrwcdnhCubmQhzLYNBxyFJFJ8rIqSoVx2FypIhhCQZcB0MImkGMLQUDjk2KppvPs0METCddVjoJaWxRNGxsVaIXgSkgJyVaWZSKRYaqDgXHIIxhOh3Bkg6NJGE5iEmdPMrxOOVWOW9XSN0SmA6OockXHEyngiEkQbtH5gyy/ZYtFMreq6vtHarZfD1sCjlTlZCkWV/ZrRWua6JUhmM7eDmLVpYR9lJWg4ylXA3CgJGwTc2HwA8ZrQimXYVtSEIypnqrdBJYOzGHCiPapsd4DmaXA5TWGAoipYktg6o7Sq0kKBRsIkNQzjkYUtDWGXGisIVBN05pa8XWXMK0FxMIhyjJYWSaJCyy3MsQCoqmQTdxyVtlzATIoJlKhtqjrHbgnO9zvNNBZ4qq6zKXK3IuVyEu9fcCycVzkMT4vXHsuE0hWCbZdoDatjzSfHNEfCeTdsPnOQ1TMLy9grEYEXRjsiTDtm2ktIkTTZxm3FMukYQJX1tY5dNj44S3vIfphz5D7baMbdEhCsdDzAvHGf7gz5A2lnHqF2k/8D4my0XWkpTf6/hMWDmGHZslP2I28NmezzPm5jjd7iKHjtGZO4gnJU/V69RMmzHPZTWOOdNrsyufp2qZfIkywhLsKhRoRjGHG222FvOMeR4zPZ+2Sjk0XOHEQoNn/EcR/n4eGCjjljt84/wy04NL7MgPcXIl5Wwn5Md6C9hxgHvheVRpiHhiB1ZzEXn0MP7oHvyRndz6vhFGdhbfEuGu1eTfiBBC/Chwu9b6F4QQH6K/cpQBX9Na//JbymvDlfC7btO/95vfJooUFpJGM8A2TcIoI800htTYtollC+K4P1luGZJMaQwpSJWiULUZGnRZuNDf/y7QVPMWSmsiS3Pb/QMYpuDxLy+TRpo0VSRxhgZs28A0JZYtMQ1JmmpSpTEtiWFAkijCWJF3DcpFGw20OwlJquj2YjzPQkqwTQMlNYM1l9ZaTLsdIy2JY0syU1BxTZZXApTKcG0TaRgEYYoAMqUwhMCyDAwBUZjSagXkPMFt7xtkfEf5daO0XX45V4zW163o9fc5v/GLr9l9yYf/+fUGyJLAV+n7cP014BfpewD5gNZ6XgjxTeAXtNZPvdk8N7xZz1JNaylCJuD3fPxehzBMMKQArZFCgM6I44goiggDnzCKiEKfJElIkoi4l3D+1CpJnOL3fEwDGu0OQRhRzmuyLEWpjOqQRRyG6Mwn56aoLCIKIwI/II0S/K5PksZ0Wm3arR7tZhedZiRBiGFCL4lotQJ6PR+BAp2is4xuEJBkGd22T6cVEoURWdbPz++F5FxBpxMSJwHaiImjmG7XJ0sS4ijENiVJHBH6YT89TfBshZlTOAUDrTRJnKIy9apjlimSpC+WzlJFlqm+vymlybL++XWjT8zXqJLW0982tNaKfkigv72etBuYf8WE/JfpE/dNY8PJqZQmjFLqawFxktILI9IsI1UZpiWwbAPblRgW9IKYOEtJlUILTaJSNAq0Jk0zUp0hpEapDJ0pMqWoL4WsXOwBMLbDA5lhWQLTFhi2QJqaOEtodgJ6YYzOUmwLTFPTDWL8JCKXA8vSCJUSxSmpSgmTBK1TNBmCDD+M8YOQlUaXXhCipQKhcDwBIqPbC8lSRX21RZgmxFmMFgqlU/woIk7j9VDeMaiMrt/jwL3DFMoumVJk64RT1zim68RMU/WKz4ZE29i0CG7r6+mXfkEDwCtjErXoO11409hwcgopSLKMZrNFux1hGjatdhOtNUoDRkpCRJJqTKnJ5/KY0sS1HaIwQgoTQxiUCkVUlpL3PJQSDNXKaJWQZYpy1cN2TbTuE8mxPFw7TyFvkmYJrpcjX8gTxYrVtQ6mk8O0XDzPJY0zTDeH5zmIzKTnhwjDJtUCN5cjVgmFcg7LMskVCggJSgpM0+7P01qSLFPkcx7FUoFapUQUxwhh43kunusgUVQqZVzXw7VtOt2Q2mCBwZECpilR6xv/zPWP0hrTMrDWP2GYoPV698cyiNetqmVtyBBhUyK4XQUNoPyK8xqw8lYy2HhyCjBNgWkZxInGFAau5+LmTAZqLtKRdNZC2msRSaxwbAPPs9CA41gYhgBDkKYphpREcUKtbPf7cVpgmJpCzUZrTdTLKI3kyYBYKlSqUZkmVzCpjTp4ORMh+v1Zy+z3QbXudz0Wl0Ia3QSkwLEMPMdCi742AAWWKWG9FbgU9s8yJdIUVEYcCiUb2zawTQvHMsh5dr9/bAik1Gjo+yg1BFophsfzWO4rtmJca2yjNZkClV2K5taPiqeUZoPGQ5sVwe1KnAQmhRDjQgiDftzUr7+VDDbe4weCLI2xbYM00QRBTLXi4VkZwztceg2T7kpIrGJynk273cF1HNK0P1EfBj5SakSW4uVdwl5A5Jucm6lTq+bZebBKpjKirmbuTI+wldHxY4qpRaY1+ZxDp9kl8S2EykhSzeLiKqPDFZI0pZh38Xs9LNMm7PlIaeG3uzieS5zEGIZJ0PFJsoQoTXAsD8MwCHo+hpR024KhqTy9oEujEZIEEY7j0Ol08FyXLI3xHJduq40QgjRO8RwLpWOSuD+9ZhiSOEoxXjEQTJIMwxBkmcZzTZTSxFGK0us/FARRdN0qNNgcVdJroLVWQoi/R7+vmQK/p7U+/lby2BR3NHnPI9OaVhZRqViUBzyqky6DYw69+QTHdVBIbNtcd0Um0UogLZOia5GmGsu22HJLmfpZiWlYDA6WsPMWAxN5TMtgbSmguZpimBJDmmBYuOZ6Xn6EECamBRNjBaIwAgxsq79dWWUaLcF2bGzLJk0EWSZIIo10BKnSYMLAYBW/EWKZBsLslzVNMhbP9FBK47o2risRyoQYQCANAw0EYYpKNZaUCBSFstO3orq/MKG0QBqyH7D10lFKlFKYhiDRCvqO+pBSviai8NvGh//5Z/jGL8IGj9YvQWv9n17x/Wv0g1y8LWyK2FjpfnAsz3VwTAOVGQQtTbeREicKNOQ9BykEpmH0Y2RKSaYAZZB3BJ5rYpsSKSziFHI5l8qYRb7UX2VqLWZ4jtOfPspZCCn6LzXVCCy0Asd2sV0TwzFRiSbwE7SETBvkCw5JauLmTEK/77TV8yyEIUC5LCyu0G02GBysojFxbYlKNaZtEgeaMFZ4OZtyJY/KNL7vkKYKy3DRSjFQq9Jq+pgCTJEwuWsAw5AY6wok+9LRNq849pt+5xpKpQ1Bn4g3vK+kTSFnGMbkcw62EGgg6qXoRPWj9gowDInONCkarTRSQqY0GkG7FzJczSEtgeH0Hc+mcczw9jxTe4uoTLO2FLM414MMhJT9MNq2QZZlRFGGbUmSMEOhiEXaX61KQKUaaQg8w6DXiynkbZJAYUoDw5JE8f+/vTsKbauK4zj+/bXpFuusOlEUlSkoah/0RVBUUEFkIujjFEGmgnPoxIcWdE/KBMe2hzkUmSjuSUF8cKI4ZIOtalt1ykTZiwjDNxkI4lK2Zcvfh3OKIaldkt57d27v/wOlNKQnafklN7nnl3PCttNzzSYXjl3M6EiNer3GqeZZGo0mNQRDotUyWs0WzZNnOf7nHPWVNZqnzyANcTKeAqqPDHPZ6lFOnzrDRZfWWLlqRdyD/j/9FozLcBI+S5mfhJd0nFBgdflYY2aXn/tq5Zd5OJ3LSo4vbJxbGg+nS1alwylpIn5fK+nZRa63R9Latp/XSdpaxH0sm87/jaRhSb9Iqvc7Vj6fWy+PCWCHme3r5coLNG9Kafex7V2tpA3XTWbdSkLSE8CrwA2DjFnqZ05J43Fls4OSvpK0WdKXkvbHR+vGeL37JU1LOiRpStJVkt4AVkvaKWn9/KNd0jZJ30r6QdL29ttboHlTOjGYXa2kePnA/ud/8xFwCwOevSl1OAl7ch4ws/uArYRGzBjwIHAnMCnpSkJ963Ezuxc4CjxgZq8Af5nZS/ODSVoBzJnZ3cA9wDOdN9jRvCmjolpJmFlrKSt/lP2wvhOYkPQxYaWJGWA6Poobkn4FriFUt7ZI+ge4DZhdZMwxSe/G8c69mmv5FNVKWrKyh/Mp4FMz+zG+vnkf+CZusTwKjAO/AV8A1xIKCJ8vMt7DwCVm9rSkNcBzud778yOPtZJyUfbD+hTwtqSvgU2EjwbUCJuDzgCvm9nfhHnkw4Rgfg88H3//d0nb2sabAW6VNA1MAvslvVjIX1KczYQWUrvMW0lZWFYzRJLWAzeb2cvn+76kLI9363nwcLpkLatwuuWl7K853TLm4XTJ8nC6ZHk4XbI8nC5T7a0kSQ9JOhL7DB/G6eGelX2GyA1i9zvdayVt2Jh5Kwl4k9Bj+EPSDuBJ4L1ex/RnzqoJwexeKylcPrDOVlKcQn7LzOanRU8Afe3q5uGsnkJaSRbskjQiaRJYB+zpZzwPZ/UU1kqSdBPwHXA1cIeZ9bVWkr/mrJ5CWknxsP4J8IKZHRpkDH/mrJ6iWknXx6/X4icVDsbuQ898br2Kcni3ngcPp0uWH9ZdsjycLlkeTpcsD6dLlofTJcvD6TLV0Up6TNKMpFlJu/ody2eIKmh679Gu85x3PTqeaStJ0gXAFsJWgyfiUkC3m9nhXsf0Z86KicHsaiXFywe2wFpJQ8CmGMwRYBWhmdQzD2f1FNVKapjZPkmPAMeAJn0u6OXhrJ5CWkmSRiVdYWafEdar+ok+l/fxcFZPUTu43QjslTRsYY58Dmj0M4CHs3oKaSWZ2c/AAWBW0hRho9YP+hnDix8VlMe79Tx4OF2y/LDukuXhdMnycLpkeThdsjycLlkeTpcsD6dLlofTJcvD6ZLl4XTJ8nC6ZP0L4XfohMyrlBkAAAAASUVORK5CYII=\n", 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "a30_0_norm_reg.obs[\"leiden_0.6\"] = a30_0_norm_reg.obs.leiden\n", "with rc_context({\"figure.figsize\": (2, 2)}):\n", " for res in resolutions:\n", " sc.tl.leiden(a30_0_norm_reg, random_state=42, resolution=res, key_added=f\"leiden_{res}\")\n", " sc.pl.spatial(a30_0_norm_reg, color=f\"leiden_{res}\", return_fig=True, title=f\"Leiden ({res})\").savefig(f\"figures/s4d_{res}.svg\", dpi=1000)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/anndata/_core/anndata.py:1094: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n", "/home/kats/.local/lib/python3.7/site-packages/anndata/_core/anndata.py:1192: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n" ] }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "testdata = a30_0.copy()\n", "with rc_context({\"figure.figsize\": (2, 2)}):\n", " for smoothness in smoothnesses:\n", " segm_adj, _ = SpatialDE.tissue_segmentation(testdata, genes=vargenes, rng=np.random.default_rng(seed=42), params=SpatialDE.TissueSegmentationParameters(smoothness_factor=smoothness))\n", " sc.pl.spatial(testdata, color=f\"segmentation_labels\", return_fig=True, title=f\"SpatialDE2 ({smoothness})\").savefig(f\"figures/s4c_{smoothness}.svg\", dpi=1000)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "ulabels, lcounts = np.unique(segm.labels, return_counts=True)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "svg_byregion = []\n", "for l in ulabels[lcounts > 100]:\n", " res, _ = SpatialDE.test(a30_0[segm.labels == l, :], omnibus=True)\n", " res[\"label\"] = l\n", " svg_byregion.append(res)\n", "svg_byregion = pd.concat(svg_byregion, axis=0, ignore_index=True)\n", "svg_byregion.to_pickle(\"15807_svg_byregion.pkl\")" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/plotnine/ggplot.py:721: PlotnineWarning: Saving 3 x 2 in image.\n", "/home/kats/.local/lib/python3.7/site-packages/plotnine/ggplot.py:722: PlotnineWarning: Filename: figures/4b.svg\n" ] } ], "source": [ "svg_byregion = pd.read_pickle(\"15807_svg_byregion.pkl\")\n", "(\n", " ggplot(svg_byregion.\n", " assign(region=lambda x: pd.Categorical(x.label).rename_categories(region_mapping))[svg_byregion.padj < 0.001],\n", " aes(\"region\")) +\n", " geom_bar() +\n", " ylab(\"spatially variable genes\") +\n", " theme(axis_text_x=element_text(rotation=20, ha=\"right\"), figure_size=(3, 2))\n", ").save(\"figures/4b.svg\")" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " EXISTS: go-basic.obo\n", " EXISTS: gene2go\n", "go-basic.obo: fmt(1.2) rel(2020-10-09) 47,313 GO Terms\n", "HMS:0:00:03.552324 339,786 annotations, 20,620 genes, 18,417 GOs, 1 taxids READ: gene2go \n", "\n", "Load BP Gene Ontology Analysis ...\n", "fisher module not installed. Falling back on scipy.stats.fisher_exact\n", " 87% 10,524 of 12,150 population items found in association\n", "\n", "Load CC Gene Ontology Analysis ...\n", "fisher module not installed. Falling back on scipy.stats.fisher_exact\n", " 90% 10,975 of 12,150 population items found in association\n", "\n", "Load MF Gene Ontology Analysis ...\n", "fisher module not installed. Falling back on scipy.stats.fisher_exact\n", " 89% 10,823 of 12,150 population items found in association\n" ] } ], "source": [ "from goatools.base import download_go_basic_obo, download_ncbi_associations\n", "from goatools.obo_parser import GODag\n", "from goatools.anno.genetogo_reader import Gene2GoReader\n", "obo_fname = download_go_basic_obo()\n", "fin_gene2go = download_ncbi_associations()\n", "obodag = GODag(obo_fname)\n", "objanno = Gene2GoReader(fin_gene2go, taxids=[9606])\n", "ns2assoc = objanno.get_ns2assc()\n", "background_genes = a30_0.var.entrez_id.to_numpy()\n", "from goatools.goea.go_enrichment_ns import GOEnrichmentStudyNS\n", "goeaobj = GOEnrichmentStudyNS(background_genes, ns2assoc, obodag, propagate_counts=False, alpha=0.01, methods=['fdr_by'])\n", "go_enrichment = []\n", "for label, g in svg_byregion.groupby(\"label\"):\n", " enrichment = goeaobj.run_study(a30_0.var.entrez_id[g.gene[g.padj < 0.001]].to_numpy().tolist(), prt=None)\n", " res = []\n", " for term in enrichment:\n", " res.append({\n", " \"ont\": term.NS,\n", " \"go\": term.GO,\n", " \"desc\": term.name,\n", " \"study_count\": term.study_count,\n", " \"population_count\": term.pop_count,\n", " \"study_ratio\": np.divide(*term.ratio_in_study),\n", " \"population_ratio\": np.divide(*term.ratio_in_pop),\n", " \"pval\": term.p_uncorrected,\n", " \"padj\": term.p_fdr_by,\n", " \"label\": label,\n", " \"genes\": a30_0.var.query(\"entrez_id in @term.study_items\").index.to_numpy()\n", " })\n", " go_enrichment.append(pd.DataFrame(res))\n", "go_enrichment = pd.concat(go_enrichment, axis=0, ignore_index=True).assign(label=lambda x: pd.Categorical(x.label))" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/plotnine/ggplot.py:721: PlotnineWarning: Saving 2.5 x 5 in image.\n", "/home/kats/.local/lib/python3.7/site-packages/plotnine/ggplot.py:722: PlotnineWarning: Filename: figures/4c.svg\n" ] } ], "source": [ "go_enrichment[\"region\"] = go_enrichment.label.cat.rename_categories(region_mapping)\n", "(\n", " ggplot(go_enrichment[(go_enrichment.padj < 1e-2) & (go_enrichment.ont == \"BP\")].assign(\n", " label=lambda x: np.where(x.go.isin((\"GO:0010273\", \"GO:0006882\", \"GO:0071294\", \"GO:0071280\", \"GO:0071276\")), x.desc, x.go)),\n", " aes(\"region\", \"label\", color=\"-np.log10(pval)\", size=\"study_ratio\")) +\n", " geom_point() +\n", " facet_wrap(\"ont\", ncol=1, scales=\"free\") +\n", " labs(size=\"fraction of sample\", color=r\"$-\\log_{10}(p)$\", y=None, x=None) + \n", " theme(figure_size=(2.5,5), subplots_adjust={'hspace': 0.2}, axis_text_x=element_text(rotation=30, ha=\"right\"))\n", ").save(\"figures/4c.svg\")" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/anndata/_core/anndata.py:1192: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n" ] }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "with rc_context({\"figure.figsize\": (2, 1)}):\n", " for gene in (\"MT2A\", \"MT1E\", \"MT1M\", \"MT1F\", \"MT1G\", \"MT1H\", \"MT1X\"):\n", " sc.pl.spatial(a30_0_normalized, color=gene, size=1.5, crop_coord=[0, 1000, 1500, 1200], return_fig=True).savefig(f\"figures/4d_{gene}.svg\", dpi=1000)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/anndata/_core/anndata.py:1094: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n", "/home/kats/.local/lib/python3.7/site-packages/anndata/_core/anndata.py:1192: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n" ] }, { "data": { "image/png": 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\n", 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\n", 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\n", 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odHz2GINMdKt0Q5+fue8BPvTI3Wef0dXa664Gl+paIylwghszXruco98jxIs1TSHEu4UQ7yYOYPH/XSnTVMLEMnW6bkS5FZAaSrDvvnjFeNjrHoUiCPwwnocWgjCIYjuWIhjJZvnR7W9iUq1T6bTZMzzMEZZoC5/bB/sZM2fJFKrcr67jmDkPEx73LgyzcKyCPg17lrZwqLlE/bjFul2DnLArLN0Vsvsd63lu3QyBIdk3NMLhuVmstuCe9DAvnJkmESjclh/gWHsBscXj7fkhtP6n2Zxxed9ggs7wizywcZEHlSxTmXHKcyMMLG7n0PgyubzGXVaJ+vALDORU9m4scnxonNK6BFuHivynl59k/zNTyOjSUmjFbna1UupSaVbrW3E6gfM6kFgfvMT/Evj85TKVCGptj0rbp9n1CJZ9xk8vs31nP4qqomrxjbZaLqoqMAwN1/V59sAkd9+7EdPSeGR0M4fG5nDUkAW1w06jDw3BYsNhV2oU1fOYw2efN4I5rFJpdnnT5g1IJJOLDe6Wo8gooqJ4bNvWh1BDSC3wFnMYLwcVr82dmRFkAMa0x1uHN9Hu+sz1tdlZKGLqEk9tsc7ZgxOGdBSPbc4okeqx6Ev6aztZ7ibwPcneoSG6kUMhs8SgP4JSDEGpUHL7CW0XV3a5Uyny3w48zV89/yLf+013s3v9AHBpc8W1WvRXXtSLIZLgXkFi9Rbe/gHxyu8Q+H4p5bHLJroILlmKlPJDlyj4x6+Uab3ts9TwaTshbcfBWYZTY8uMrM+RSpuomsLY0QWaTZd6rcPyUgfX9Tl5tEqr4fGu9+8iiiQikrh6iIJAKoAHZlIjrEOg6pCKkEpISw9R0woyJfCWAwxVQ3UUSAsyho6Z9XGiAM8PiTwPLwwRaoRiBXhlFacVIrsO7QJESkSiT6IYEhRJGAqU3mhQRdINVFwZkBQCRQMRRqiWgy26aKpLOhKEIsJTPQomNKKIMIxQzSRL1TatmQ6ff2YMn4iUbbC175VhKC6l7Pee/SuOlxr9rZ6+WK1vSSlw/St2hd8DLEsp/5kQ4iHi4Czvv1Ki83FFn3chxH8QQiwLIepCCIc45NBl0e54tB0XL3TZc2+eRFLBcwIe/exLtNseJ44ucnqswuatRbZs6Wf7jgGGBrL0l9K89NwSE+NlFmhxvFlm2q5hCpUTQYWlbgPLVTldLVNbbJP3TcbyU0ynalglnf2VaWb9FqV1SZ535hhPVbH7I8as09T0Goqb4qVogq5RJa1Kno/GWJyvEVkqkwfGqWS6DBV0xpPH8cwqWSGYMl/G02qkFcFM5hi+0aCgR1SHDiNzVdIDHqcyxyjmF0gpCs3Sc5hmhYIS0MwfIGtXKOk+B6IZ9PEQ0ZR8fP9BfvHTX+S3nzjA9OkWT315lmefmqVRc3A9/2rbEFibniYRBOEVm/ydwKd7358A7ryW+qxFk3sEGAL+EzF7P3KlBF3XBd1n284sb3/XVoJHQp555gzHX27xmT89TK3S5c1v3cSz+6eZPtPE8bvse/Mw3/tjbwJAN1RGrT6+MHmK49NLHGstsSMqEuUiDtnz7MwO4GsBT1mT7BMjVJQ2z5+e4Y7hEUI74DFnjDu3DlGXDQ7L42xzR+iYXcbUU9zDME1R51R0mk217cwPujS/Osfm926i6rQZT77IQ9lRKt4sRuoE9zZuw03NMS063N3cjpOZp2lU2dvYTbN/nEWly9tam+lYczSMGqXabbSTi7jaHMOt23AS0/z1VJp98yPU23VO3u+wSxliSqmw8FyduTMdxuUy7YTHzgP9zLVqfP5ffIhE+uK60JW6yEvpWnFaCPwrepAWicMfIKWUIg6rqfQWWKwZayGWJ6X0hBCmlHJSCHHXlRLcdkeJffcOkkpbCAFNL2DT5iLl5TanjzewDI0DT06iKhCGPtv29HHXmzaiaerZKR8pJT/78IMsLnX4xyfGyUQ2ds7AHFS5fUuJj73wD2zWt3KyNk/OzrBtbz+T3Tpp1+becDPlYzUSdorhwd3M0mBjxmIj25n3KihOga3eMAuzAUNeiuLuPmbVNtv3BNjmDubbS7j19STqfcwn5ik0+1gfGijJOTSnRMYdJLDKqK0NFAOdY77LQHcTthrRSpbJOuuAEZp6DRq7eEsiy5wXUHqgQM4MMAqzbD6zDnNQZyHRZm8hjRSSsqywfqGPX//cfn7p/3wodvFp+thpDUW90CSxGpci2iuuk4LIV+DyiykqxEHdEL35q6slFayNWF8TQvwS0BZCfBy44pxAXylJr2IApDM26YyN5wYUcjbttk9/f5LJ8TJBAHvuGAEJrhNgWRpqz6d9XSbDukyGvZsGeGJ6glbgMOUu8dR4k6AeUFZa2J6BIaDccTFcHcNT0JZ8CqGN4gj8AJLFJLLh0QhAN5LgJwlclaGkRc7QqaYDUsJAUST1lkQJU/g1m0pXpzDq0vI1zFREghxeYBIpoPgJ2r6Nt6iDbeBGKka+TV7VyUuXemChRAZupKBqHnpCRSagYHcJhEaoR3iKQ9qOSNpdVDWi5YKSlozPVfjqwQmOHFtkqd1lQ1+WwgaT99/7KsNaSJBxV3i5xRRfBL4DeJI4qs8T11LUFYklpfx5cS5Ez/uJo51cEeIiCuS27UNs3TZEEMShqu66e5Qoit+oWFLJs7YuLwpYcKooqFjC4DNjL7DUbTMezLJFTZPMqIz5FdbrRaTicWKuwfaFIlHbo3psifxgH6RhYqlK0c4z7+jMyjpb0wXqgUelUefN6SGWOl1eFkvsLfZzshYw1W6wpzpMe7HD0kyHbnMj83qb4h0n2NQdpq4s0zYaJGu7mAy6tJ/22LRhkIWwQfi20+zWcuiJ44x3bVL17Tj2NDOKYGh0I3PqInpugUR1FxPZeXzV5T67QNOeQNFcStFtHGAB86TKx+c8ZhpV2gOw1elj6vll3n7nFhw/IJ+0L3jGl2uHs1JLgvSvqGN9AvijnkRrA/9sLe19Pi5JLCHEh6WU/0sI8e955TTOvcD/fS2FAQRBSBBG6JqCF8QLphRF4Achtn1uuuEzY0/x+zN/jyayFDt5jsoZUpHJFrIsp0/wx3d+jC8uneSjBz7PwEyGLV6e2WPzpIpJCtv7OVFeQN+YZijRx6HmNINOhk16jqOn58mV0mzSChw8MI55f5ptVoln3JOsP7KO7WKQE6enWG9nGUzkOPX8FNr9Ocy5rUyMHqT60j2UzNv4yulpRuw8I7sTHJyfZvcDgkJnPZXhL1Cp3IPupXk5eZoNwQC3aQmmB55hpLsVIxzlROYlbjNHMIVBOf0so8EGwiDLZ5qz7Dm1CUzBC7VZhrb3Y6qCJ/1J7kz384P/76d5bnmOT/7gB9k9OrDmZ36WgFIg/CvayDzioMGvCpeM3SCE+CYp5eeEEN97YdnyknEv77nnHnn+usLzdQPfD1GEiP3fo5W1bwJVESiqwvjyEj+w//fo72QxEgrLyhK5Zh+hGrJsthiMiiSSFie6LX5+7zvYbpfo1gI+9fILjC3WWJirs7PUR0cNmA4bDJXyLNU6VMI2m9tZIidiwWtRGsrgpEKC0jzZ2iDLCyGtjsN6NUtHuiwPNhkJ8nRsH7tvjly3n7mKjni2Q2Y4RxufaO8iO4SNlqqiJFskOwVm/RCptcl5BSKjjmtAOlrHmbaDZTZYRxphLNOOIgyvRF3pUA0SGMslKkd8fF9iZ3Ua/R6BEpKr2zQXu7iliIKfQM8KPvn933l2ldGaGlqIZ431I3ev+7mf4sxPfOTZm7auUEr5ud7XO6SUK0FiEUL82rUWtkI2RektBNUUwhViSUngSayEwe8ffJLscoG2ryADyWCiiJ10aDoWpW6BjmPQrUZk1ARfPDnGeLtCxjKp1LpokWB9Xw5XjxAoDFs56lMd7LzOoJpBViSGrdGfSqKUOth+CsMp0FmQpDQDO6XipLok0NGsFHoiJNtKYLYLtKZ0MqqJmtUJMpBPRajCImUvo0Y6qp+hq2hkIhXFh5zdRioJOoGkIUOKho0uFLpBgNlJoQpBpEjydgG/pbLseqiKhmoIPCIyporQVPy2JD9o4SdCUkaLaCFLp+WRSBuveK5XhAQR3Bh/scv5Y/2siIPL/qgQYrb3mSOOoLdmnC+tot4KHVU55+EQ61egmyrLSy0O16Yw9QQV1aNjOOT1kNCq4BktTAwWPZ9aB9KGzqHaOI8df5mnylOcmFxisdbCU+FkbZllrUsoImqVNi21i6moVLwWFc2lsK5LM7lMizbBYoJypUNX9UgOwHK2gpNpkzAV5sQi7WaX5niG8kwXr+wSlQIm5SLqQJm85hCmJxB6C/yIujGNbtSxFQ8/cQKh1tGJmI6micImoa8yzhIzNZVG22DRnKDrd9AilzF9CTflo9gKs24dqbhoasApbRF9g0eyz6XaP8E2NUmr4V5yKudSvl9CgnKFrvC1wiWJJaX8z1LKIeA3pJTrep8hKeVbX02BK+sKFUUQhNHZhxAEkkbN4anHp3hg5m6e0aZZn40oWD7eugPYYZKC7XOyeIx+aWIKOFN8kdsKEesfrvPZ8Dh6wcDXJF8LJyhsVnEKVb5qnKCwKwWB4GBzCmOjTTfbwtrxBUaEhWc2OfnUNP1uAqYdJvKH2WwkiawmR/QT9Ps56sVlnpezpDZmmCt0WLjjEO+5o87GvjG0wf0k3Q109Drd3LOMygzYCzQKL6O726irVb7kLbOJIoE1xZe7c0RjW3j5OYvx1ASb5DoU/Rj15Ivcl7ZY3DTP8fYCo5kSJyddTmrT3D9k4WWP4uePMhqu44ldT5MpXDmc6gXkkqBcm/31qrEWc8N/FUJ8N+fCQ/+YlPLN11ygFscdiKRE7S0rl1FEGIb87Z+9yNSkx1/vfp43h304xQmKmgsTb+JJ32Nfqc7bvRJy3+M0OwUyThFZeIHx6ijvK5aYX3eMxuIw9zPMyfEK6VSCu6wcs/kpknaWuxN5KrnTFHybzvhDHBENrEaJdXdYTNQa5Lcp7PNHyQ0dRC7sYT0jNAsneCcgcjkWUl/j/jCJLrOIzMt0mltIttczZSwwEJSw6yVE6ihKdStpOcJSepJObQc7wgTz2iTpzkbeFCY4ftyhf3eGreEdNNX90N5Cf2iwnJlmR30z7LUYm6mxKcqRnEnR2n6CfmcDiqZzPKrxfalvvWCJ3AquZIEXa40d/SqxFmL9GfEOEXcQB339u2spaLXIVhWB44Q9L9IIENSrHaYml2m3de6c30ifYlHVJYrq0FJ9dsg0elXFzszQ1ykRSZUFrUZjegemn0NPlrnPixCZaY4HbUa1IbTQpBp12BYWUJWIjuUy4qzHd0MWZiVDyQGChonvhWxQcuiVkE6mzrrOTjakLMaXNbLhBuqqh2I6pFqjeGqIqjUwG9vBswmlT6Y9jBcJOiJkINyKElhoukeuuwFL16ggKUYjeJg4DYPhjQYyKcilFhHORlpBAl0JGAyHCCyfhp1hV5hEnRW4+QbZbp6M6bDsJtjMCHcPbkI3lKu2wosbKLHWEh9LSil/BDgEfDOxuWHNOF8PWNGzDKMXbENTUDVBJmMzWOxjdLjEW/VtPJjfQSksofoFAgX6SWB6aXQtgFqCrLQRis9yN4kfSkK9i4VL0agirBb5YpNARnTwIZQgArpaB9eRtHwF31fItrKErQjX9TFVldCBquJS81M4ocNMJ6DRSnO6YzMf+NSaNtUwwtVrNByLjuziWnWkNGgKmBc+860SgekRWlUsVSXSqrTVKo5vUwlcJpe6BHkfP+HQURdxwgR1vUVTr6CEKpjLzLSqqJFg2WmwZNbJahJplpkNG7y5uJUNQ9nzG+iiz/sCXet11hUaIo7JniLuDtdf4frLIghCgpWQQCthduKV9vSvy2CqNm4n7jIf8t4cd5terOTrQoHZb0GGEd1FF1d9kamR/RSFTtAe4i+tabYZOqm6hbPzIOOH72K9nuGAmCRdz7Ej08eJ7HHURoFiNs+BUxMkSyny0uaZaIZc0WJ9I8dTxgmi8kYKXoIDy0uU9BRFfRNfUeb5tlKDdnuIRv4lnPou1OZ6Dsl5ske2Ukgk+QtnhvfcoVBwS1B6gqh+FyVh8/fOODvVIn0bQ04lx9mibKDlDVNOPAO1O4i8HE/rZ3hYTbI71+IvTnfYs8VgSAvQRp6gsXA3OxJwV2IzlqWuaXndClYbSF9PEuujxF6jf0u8Bchjr6ZATVPRtFiMa5qCIuLVGbqh8qZHRlAUgeuFRMTSzDJVZCjRFQXVUgiiiCCMMAyDbY3tfNex7+JbF76Tx6ot8od20Tp4GweNJpnljbxjyzTJbft5Z0LnroEl1KEn+bC5zI9tOMjx1BKj/SUyrs5YeoktuRJmoDKVmmCwNkpa79IcPsKDo7B1V5mTRpmHh4rMtrK8ICo0Jx5mvNLHgW6L0VM7YVEyObXEI+vXc2wpz4RWxqw+hG22eLLl8mZ1lEjt0Dd0lH3lUWZfUnl6vkm++XZmGwpL/+Bx5/J2xtoqVWWR79pjsGFghi1DL2NV7qdrehzudvniwosEwblBz9UsqhUSlNeLjiWl/LIQ4gjxpkHb5Ln9Xq4JQoiYPG4vEFkkqS13OXZokaV5B40E6aSJqgkUoNHxcPwARYEggNCLEMSxHvJJm0ZXpUSCd4d7OGot4uqCdUsbaJYaPNx4GxuaTbRWltrA39NcGmTWaGLXczxsWDQ3V3HHs2x1SgROyPrNIWk3y+bCUdpeCd/LYBUXCMMs+X6dplGDWoGikqc7Y5DPm2zMFZn2O2QzSfpTCZpqmUKQxa7s4LjpMhys504tTVVGFIMi+lKC+SmNomJjdjPMhC4bZvMYGUGt6bGtmMZ2TXSzynaRRLSHWVAD0uEIo6rF/lNzPFic5k13brzic+6136rGfB1JLCHEDxNv1fGvgWeFEP/81RQYRdHZBapRKPGcgC/+1RgnX2oSOhpCKNRaDrqh4PkhRBJVUdAUBd8JCaQEAYamYJkauZRJudLhdoaxVYOMnmCrMgJehgF3K3vDu9mhb8Py0kgpqAYm5SjDhmwHU61TytcQKiTMAF3z2JlZJmt3KOp1kqqDUDxkGJA02oTSQ1clQSeNX4OgDfXFiEAJCUwIUy6e4iOUiFo7SdVXaEU6SStAWj5CF9S9LL6vkk+YCC+iHXiYZQGWoO07JAwXRZX4WgtT8RCKwFW93uom6EQBC+XOStucfa5rWbf4elPefwS4XUr5bcT79f3sFa6/LAI/xPfjQCCuG/Dkl8apVwK8KABFRYYhtqlSrzksVNo0Wy6aIvD8AEtTIIiIFIkXRbS7HqahYZkaybrFh437+XDyQd7OPt4x/25cN8J3JUJK8nPv50ShzFR5A4drKfzBQ9yR6rJ90zGOZWYobKhhpebZOPp5spFKf+YM9cHjlJv9HA8VxtOTpKWKnpvh2cU5kiWb9kKbw8EM+YRN2agzMXgKw0mwIOoc8udJhDbTosmEcYRtWYNZtcrXKhVyQymmFssc7xujv2VxOqhxyJtnzwaXbvoUk9ZJlE6BU9oix61ZCkqehn6E59xJ7hwqsb4vf8nne9nFsRKU4MYsml0LsRallB0AGW+DVn01BeqGhmVphFHE/Gyd0y/XyGUT5DIp2p0ObcdHtwVaUmDoKiES09bQNSW23cgIoUhsWyObtgiiENvWyaRMkol4eZWhK5iGih+GSCEJpaSo5/juUz/D/9F6O/liBef4+9kz82FOejnemwuwN73Aw6VjtGfugtLzbLcXebejsW3zl+j4Bn2VDQxvfJytiTLffnuLr6XPoGVU7oyGeC6a5a7bZ3hAz7JYGIPpBLd1SpyxT7I7UWef7GdZfoVtGcF7dyR4MjiDsdNmpL6R0yPHGEpa7Mnn+bIxj+GVGHI28Km6x3J1O371dp7oTuI0N7HHLvEP2lPM+/Wzz/OqVli/zkaFvhDiCeBrxBILIcSvAkgpr9rLQYh42dfsbJ2nvzLDYF+ajhPQ6fp4rsuGTRn23F/kxYMV0hkT1w0JiVBVhSiQeGFEq+zTUD0yqdg1zPFDVAmuH2IasYJv6iqeH9Hu+miqShBKDFWnL63z9sV3kQzSdLyIu+Ye4djQl9i0OEzHTJHMVNHm76Gsd6mMfRfpwa/wLZkp9ESTPmcbkdrir6TCfcYgtaSgI3zekU1ieh6WWWF3eRNlLU1zocu+0jqsVIO7C8fZ2N5IWy5xXLg8lBnGcU0ayTqb29tp92uoEwF3OxuRiSanz2TZ4mk0qhGF0RY7lDtYjiSeDw9EdzCUjCXWajvWxWxaF/jKS1C9a5dYQoifB+pSyt+50rVrkVhPAJ8l3g3rrcRbpR3vfa4aUkoCP+TooTKab6BqJi0nQkro68sysiuNYaqovkLX8dEMgQwlRHGg2nzGIpHQcfyA2cU67Y6HDCWaqvaiLYf4fohlqGeX7vtugCEUdARKJCm1BimSxdBUtojNpLwsCFCkihEVyXInnlogU5AMGlUGlA4DumCz7qBEgiwBhWSLvnSbQqLJ7uIkRdEkQYAUCilVI6UYdCoaYTek2xb0qQ0sGZBSPLLpNqZQ0YWKpsd1FwiCUEX0QjqJKYWuqxMFgozaxfMEQSAwDAPLMi54pqu/XyyeRPwFFP/qiSWEGBBCPA78u7WmWQuxHgYOEO/d9wPEG2Z/Qkr5iauuIXHshpPHF/AqIbYh8DyPQsZEUySphEU6bTA71qSx7KIRRxBWZeyvVa60abQ88imLgVyS/myCtG2gqQr1loPj+liGiqqodLsBURCR1BXCjker1sHr+kShJGXrBGE8VE+oNne6d1MpzGJmZqC+CbP8zUwS4Bb/hsH1j5FLTlHyIjZl9+OoNXaaFerFFygMTXLnugk2bPgio/nT5KTPi/YUc+M1VKGwf9EjUqvMOXm0zJcReoMNZpdy38u0vAZW22AyeRzKDkZR4/FgkUB22DhYofbiAo7h4rYNatZTWGYL2474fPcQT49PnHWQXI0rmR2ElNekY0kpF4h3l/3VtaZZC7EMGe9nbEkp/4R4o8drhqoqHHl+jvmlFo1OQCjBD6BvMIumS44dqHLkUJWOF1DrOOSHDJquj9AUchmLUj4BiqCYT5AvpMikLRKWjqoJEgmDQEpcL8DvEcd1Itqej2FpBECj4+AFPq7v03FcVF1QaO9Em7mLZ1o7cE9+C+22z+jYh1EHHufl6QeZjizaA/t5cX4Hu5OzeENHGK334eGwc9OjKOVd5Iwllorj7KwVWNzocaAwy+2bTZ7tZhDFwyyXHyJhTFMqPMaOdj9LA0s8Ey6SXdrF9OYaJyeXeJeWZlnUeDmxyPr3ZugedWDwRZL1vSTTp3h2ps4+fQu/130U1724Qepidq1zjn6geBH0fN5XfX7wSu0m44091+z7vhYdS+v5vJ8Q8ba717SU9uzaNiCXz+CUu+iaSaXeQLcFw4M2CydbhGUdIRTshEGj49Dp+CR1jciP6PghCEEqoeP2Ng+IIkkYRuRTNu2uS7IXscbUNQhCll0fw9TjLippIJF03QBdBdNQ6DoB7W7ALv9hooZLf9qm4fjMb/8k9qmHKOVP8MTCnUwv7kQUqtzdHqGvmSVRGGPYKVCbfhttc571zT7WdwZ42g4YMbJskCZm/gxWJ8/kqbfRLEywu95Hs7yeF12N/rkhSoFFudlgIF1C3agwebRJrr2bPiUgt22cDf1JMt0Sg7kXeOrofdzWyTF/pMvO23L86enH+P7d74njXpz3jC85dyhB9S6/gYAQ4heJNxpdjd+WUv721bT3Woj1Q8A/BX6deFf2q95fRUpJo+7w/NMzjG7LcfSFGZJGjhCPRNLENnUWTnbQiPUnCShCZTCXhrZKIqHQ7QQkLC2O/hdBp+tj6yqNtoNl6iQtnaXFBhoQSDBV9azbcy5jU613UTSBomuYqoIfhLS8EHyXbjcgl8ogPTAyKqYXopRHCHI16o0BcG3aS1swg3mmvS7d/ByyM0AQJjnm2GQMBV3xqIY6CdfG96BUqhA5CTxXZbzbh222qKt15oIslpOlXVERiiSt2lhtlY4doLYSyKZFoDgkA4O+dJchswlhioQVkl7QEKGFWw7x0z2FnMuHNDqvIRDB5YWOlPJjxHtwvypcsSuUUh6VUv6KlLIhpfwtKeVzV0rj+2Ev9lWsSM5O1fiHPz8BCGanKyiKipEJEWqI73s4bQ+/61Nvu0jANHVsSyOVMrENjWrVYWK2SrPpgYzjmCpS0my7GKqKoQpEBKalk7BNlBAsBI4boBsanh/72afSJpapIpS421Q0Hds2SVgarufjhxH1jofjhfTX3oJamqUpb6MvD7v8e9k29+20p95HNdtkojzIsUDniUDh2PIwz3gFxlMu6a5NPeqgDE5hOFmaesBhL6DazHJGC3lajRALSaqdLjOtCmnXoDrTYjq9jJoXLC3WOV1uIpYTGJlJSsVnKdcyMDDB+JkyOd3k1FyINTVAGF5IksvqWRIU78bM6VyX0CMvPbtArdzhgXeOUq93+eyfnyCXyTAwnOHZx+fIF/L4XhclMmNmCzAMC1tRSGcsNFVBUwShlPhuQDZnYBhZkLGfvNHbU0ZT4ykh34/oOC66oVJrdhFS4EYRUhNoKNimBmoc1DUIQlRF4AUhhqHGk9uWhucGKGo8ErUtA13LUDz+35AS2k5AelDH80NyWQt76teZXm7yB0eeIKMZPMEiP2L+E2bcGl90nqcwkGbh2bfwzepu6i2PHakmf9Y6wODsm8kEFgunlskOZsmQ5IXaFKNejt1zfTy18TRbasP0Byn+5lCXfOstJMwHqQ+dxj62HWOHznOHJ8g/YPKp8CDvXd5Kf3/qkmGLzoeIJOISutlaIKX85bVee12IZWoWYy8t4PmnWV7sEDgaap/Ky/vrpM00yJCmG5FIW1TrbUxDxTJUHM+LJ6VVha4fEgYSRUCr7WLbBrqqEEpJEEn8ICIIJVJGyEjGpglNxRAqqq7ghXG4JNcL6DhBz1ga108RauxZoUgSpk4EJFSNVtsll7UQSjzd5HghHScgmzEJiCfKDVRcP2KolOZDyQf5rcWv8B5upz+VppROk1w2CJYlGcPkYHKSE/Yi76rv4QPGm0npJnqo4g3GL8Ff5A+yLTdENehSq7e5fWIznucjplvsKg5SHe/QTIQMuTspaw5BVbDj7j4qyTJVL+BP9j/LT37LQ2f7nStORkuJCF7V2GvNuC7Ecj0XL/CYOBZh2wlKRQM80DQNISWSkP5igU7XpZTPoGsqnuuTTKZwvAgR+HFYRgmmqZFNWai9ucUokpSKCZYqbSqzDQr5BM2GG29MFIIqIJHQ42tR0LTYTtRqSRQUhBr2NmWKQ1SahoZE0Gw6bN6Zx+9EBK7EcQM8L8QPI5pdH4WeF4am0nZ8ChmLtLB5JL+V7cEACUNDVVW2RSVm55vkDRsjoUAz9tos+SkiV2KYGmndRFEE27qDbDX6eUHOEBghyrKgHwsjbTInA1KajS4lXS8kI1OoqsZwN4PuN8hFGlbTwPfDi25EdVFIiXBvDLGuy0aYZlJn8+51GBkN3RCkkia2aaCqCkEYUm90CGVESIDjuXieTxD55PNJFEXB0FR0TUUI8P0ICXh+iFAFlqXRanv4fkQ6YyEQ5LIW6YRBNmegGArJpIFmqoSRRApBIqmTSBnUmy6+C5oaoeixNb7rhzQ6HrmChaar+E6E64dESJwgRNNVFEWh0fGwTI226xOEISiChKWxL9xIUpromoKiCGotj0TKxPECjKrJ/cZmNg5nYxuSEFimhtdbsPs2bxebuiVUqaBFUG00CMdb6EgqaouOESJNyQItAh/67BRD7iCaHpAWXZRyiKKea8IrTu9ICZ53PZr8AlwXYmmGgRuF6LYe7++nxsqyrirohk5foUAURZiGjaaohFFEMpHE9T0Q8VZyhhabAgIZEUQSocRbpYSRpN320RSFvmzPxUZV8ZyAet1B01Rqdadn55Eg47CUoYzjmwahxHEiatVavLdM18fQ4pFmfdEljCRBFJNL7ZHF9QJyaQuEwO6NTJttl2bLp+P4OF5AEER4fkgqZTHQl2Ln1n72bO1HVRT8IGKwL0UkJWEkSSRMJHGM+zCMeH+wh+5jU2yt6LTOLDB2ZIrBdIZ5u8FYdpE+0sxqNe7pbOZw5jSHcJgfmeKEeZJuOybKmnyyIgnu1zGxGpUG7XILPVBJWhb5jIWuKmhCkLQ0gjCk3eniuB5xbK+QQEY0G22EjDD02ByQSugICZoA3/WQUYSpqShCEAXxPKDjB7FrsaWjinhqRAiIkCgIbEOj0/Vpt11URfQCj2jYpkmn3cTQVSxbA0Wh4/i0XR/XDdBVhYSpxRPavQ8iJnbKjk0imq5imRq6rpKyDSxDY7gvhS4UFBkvxl1XSrOuL42qKqSTBothjf/RfAxXOgR+SBRJnvryk2xM5pj73FfJ6RrFTJJTXoV8mGBTs4/ZqMZ3OHfT8tucfmmeLSdGsJ7exaHhM8y2K8Aaw01KifRvzCz0a76LvRBiCZh4TTO9hdcCGzNKse8++/18vv1HN28l9LVCSll6rfO8hdcGGVGQ0nVvSFmvucS6hdcvhBCPEodTL0sprxiZ8VWVdYtYt3A9cF2U9zcChBAf6R3fc7nZfyHEHwoh3rPq9wdeTeCUNwpuEevS+AiAlPLRVWEULwkhhCKE+AJx4LJveNzcXeyvI4QQtwH/k9ie4QFfJvaA1YEBYleQ/yGEeBuxZ6RPbFz/APATQEEI8ZvA88BOKeW/EkL8R+JoOwbwZSnlz62UJ6WMhBDvJQ5nvf1G3OPrGW9kifVPgS9KKR8Bfo3YSS0DvJvYG/bnhBCDxCT4oJTyYeAI8E4p5S8AFSnlT61kJoQwgI6U8kHgLcTetK/A1TrDvZHxhpVYwG8CHxFC/Dnx1nj7ga/1IgC3hRAvES/CXQY+JoRoEgc+eeoyeWaEEL/by+/G7B3ydYo3MrE+BHxGSvlsLwzTx4Gv9kJMJ4DbgDHi6DnriV2uP3uZ/N4P5KSU3y+E2Aj88HWt/dc53sjEehz4bSGETyxdfgH4NuAfiXc0+7dSyroQ4k+AZ4jjUhwAfgz4Q+BUT6c60stvP/BRIcTXiCPvPCaE+IkbeD9fV/iGsWMJIb6PnhJ+s+vyjYA3svJ+CzcR3zAS6xZuLG5JrFu4LrhFrFu4LrhFrFu4LrhFrFu4LrhFrFu4LrhFrFu4Lvj/AQHpdVL3kSEVAAAAAElFTkSuQmCC\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "allsignifgenes = svg_full[svg_full.padj < 0.001].gene.to_numpy()\n", "upper_patterns, upper_a30_0 = SpatialDE.spatial_patterns(a30_0[np.isin(segm.labels, (0, 3,4,7,8,9,11)),:], genes=allsignifgenes, rng=np.random.default_rng(seed=42), copy=True)\n", "with rc_context({\"figure.figsize\": (2,1)}):\n", " for i in range(upper_patterns.patterns.shape[1]):\n", " sc.pl.spatial(upper_a30_0, color=f\"spatial_pattern_{i}\", title=f\"spatial pattern {i}\", crop_coord=[0, 1000, 1500, 1000], size=1.5, return_fig=True).savefig(f\"figures/4e_pattern_{i}.svg\", dpi=1000)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/anndata/_core/anndata.py:1094: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n", "/home/kats/.local/lib/python3.7/site-packages/anndata/_core/anndata.py:1192: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n" ] }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "upper_a30_0_normalized = a30_0_normalized[np.isin(segm.labels, (0, 3,4,7,8,9,11)),:]\n", "with rc_context({\"figure.figsize\": (2,1)}):\n", " for gene in allsignifgenes[upper_patterns.labels == 1]:\n", " sc.pl.spatial(upper_a30_0_normalized, color=gene, size=1.5, crop_coord=[0, 1000, 1500, 1000], return_fig=True).savefig(f\"figures/4e_{gene}.svg\", dpi=1000)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/anndata/_core/anndata.py:1192: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n" ] }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "with rc_context({\"figure.figsize\":(2,2)}):\n", " for gene, vmax in zip([\"EPCAM\", \"SCGB2A2\", \"PAEP\", \"ACTA2\", \"MYLK\"], (15, 15, None, None, None)):\n", " sc.pl.spatial(a30_0_normalized, return_fig=True, color=gene, size=1.5, vmax=vmax).savefig(f\"figures/s4b_{gene}.svg\", dpi=1000)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/anndata/_core/anndata.py:1094: FutureWarning: is_categorical is deprecated and will be removed in a future version. Use is_categorical_dtype instead\n", "Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n", "Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n" ] } ], "source": [ "rnakeys = (\"q05_nUMI_factors\", \"mean_nUMI_factors\", \"q95_nUMI_factors\")\n", "weightkeys = (\"q05_spot_factor\", \"mean_spot_factor\", \"q95_spot_factor\")\n", "cell2locationdata = ad.read_h5ad(\"20201207_LocationModelLinearDependentWMultiExperiment_19clusters_20952locations_19980genes/sp.h5ad\")\n", "cell2locationdata = cell2locationdata[cell2locationdata.obs[\"sample\"] == \"152807\"]\n", "a30_0_unfiltered = sc.read_visium(\"152807\")\n", "for key in chain(rnakeys, weightkeys):\n", " a30_0_unfiltered.obs = a30_0_unfiltered.obs.join(cell2locationdata.obs.set_index(\"spot_id\").filter(like=key), sort=False)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "a30_0_celltypernas = tuple(a30_0_unfiltered.obs.filter(like=k) for k in rnakeys)\n", "a30_0_celltypeads = tuple(ad.AnnData(X=ctr.to_numpy().round().astype(np.int32), obs=pd.DataFrame(index=a30_0_unfiltered.obs_names), var=pd.DataFrame(index=ctr.columns), uns=a30_0_unfiltered.uns, obsm=a30_0_unfiltered.obsm) for ctr in a30_0_celltypernas)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/plotnine/ggplot.py:721: PlotnineWarning: Saving 10 x 2 in image.\n", "/home/kats/.local/lib/python3.7/site-packages/plotnine/ggplot.py:722: PlotnineWarning: Filename: figures/s4a.svg\n" ] } ], "source": [ "slabs = a30_0.obs.segmentation_labels_names[a30_0.obs.segmentation_labels.isin((0, 4,7, 11))]\n", "obs = a30_0_celltypeads[1].obs.loc[slabs.index,:]\n", "obs[\"segmentation_labels_names\"] = slabs\n", "(\n", " ggplot(obs.\n", " join(pd.DataFrame(a30_0_celltypeads[1].X, columns=a30_0_celltypeads[1].var_names.str[17:], index=a30_0_celltypeads[1].obs_names)).\n", " reset_index().\n", " melt(id_vars=[\"segmentation_labels_names\", \"index\"], var_name=\"celltype\", value_name=\"mean_spot_factor\").\n", " assign(segmentation_labels_names=lambda df: df.segmentation_labels_names.cat.remove_unused_categories()).\n", " groupby(\"index\").\n", " apply(lambda g: g.assign(rel_mean_spot_factor=lambda g: g.mean_spot_factor / g.mean_spot_factor.sum())),\n", " aes(\"celltype\", \"rel_mean_spot_factor\", color=\"segmentation_labels_names\")) +\n", " geom_sina(scale=\"width\", shape=\".\", alpha=0.6, size=0.01) +\n", " labs(x=None, y=\"fraction of transcripts\") +\n", " guides(color=guide_legend(title=\"\", override_aes={\"alpha\": 1, \"shape\": 'o', \"size\": 2})) +\n", " theme(figure_size=(10, 2), axis_text_x=element_text(rotation=30, ha=\"right\"))\n", ").save(\"figures/s4a.svg\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/SpatialDE_old/Python-module/SpatialDE/dp_hmrf.py:172: RuntimeWarning: Neither genes nor sizefactors are given. Assuming that adata contains complete data set, will calculate size factors and perform segmentation using the complete data set.\n" ] } ], "source": [ "c2l_segm, _ = SpatialDE.tissue_segmentation(a30_0_celltypeads[1], rng=np.random.default_rng(seed=42))" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with rc_context({\"figure.figsize\": (2,2)}):\n", " sc.pl.spatial(a30_0_celltypeads[1], color=\"segmentation_labels\", title=\"SpatialDE2\", return_fig=True).savefig(\"figures/5a_spatialde.svg\", dpi=1000)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "a30_0_celltypeweights = tuple(a30_0_unfiltered.obs.filter(like=k) for k in weightkeys)\n", "a30_0_celltypeweightads = tuple(ad.AnnData(X=ctr.to_numpy(), obs=a30_0_unfiltered.obs, var=pd.DataFrame(index=ctr.columns), uns=a30_0_unfiltered.uns, obsm=a30_0_unfiltered.obsm) for ctr in a30_0_celltypeweights)\n", "\n", "sc.pp.neighbors(a30_0_celltypeweightads[1], n_neighbors=10, n_pcs=0, random_state=42, metric=\"cosine\")\n", "sc.tl.leiden(a30_0_celltypeweightads[1], random_state=42, resolution=0.4)\n", "with rc_context({\"figure.figsize\": (2,2)}):\n", " sc.pl.spatial(a30_0_celltypeweightads[1], color=\"leiden\", title=\"Leiden\", return_fig=True).savefig(\"figures/5a_leiden.svg\", dpi=1000)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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GvjUjp+e2FsvFc+zrURRj2TrSjdj3V/uRQmXf9iwzQnJYevynCajrARnrBAm9QSkewFNUPlE5QT6VZENykPl6mXl9gSTXYFZ81F1Zlt2Qdx/yyWcMPrle8GNPNlF6U7Rp8EcdMf9m+TSlJYNBushuOM5kqZ3Y9ciJKepBlmIzTc4skzTqlKJewCJVSqF1nWRhcT2FpI1e8wiSBtJSabcVut42/PyOfJG12xf77ly8HJnPLS+EuChyrhDzxSxEP/1KCSqEuB4YlVLOCSE+ALxfSvlDr7SNZ7Am03pr1OSsCVNbsRPbttFy1DBUyp1lvEbE7tMqmxSV4XaVO7sFcwsH6PXasL1OZkWRZno9661ryXfoTKkCvVjmVuNy8rMhccmnb1jBFRp3dZ0kSG7gB0Kd1HCaf7JDhi2Dd7Sn+epyPzfNNnlgU5lc2MtWdRlHVZn3N6DSJGNWqAcpqmEbCaPJPd2DvD5dxa91kMlNU2ko2D1diLCCGtc4eLwXv3OB/ss6XzCirsX0u8p1rnqspJUgEgghvgHcSiu42kVjTcyXZ+zfYRjj+SFRHON6AadHl856jie6e7HjLNUV17VRGbJuIWKH7GW9BmUc0nY3g6bJbk8h05NmU1Ow2e9gVFERUhKnNZzlOY5Fc7TnU+RMn5P1acIQtiYsMh02fRNN0sJjygxZDOq0Rz6zMslooKIrLlEErswSxfCMnuSkkiURqdRnJTIKaEYWiUISVXeRKoRqilSHz8mnjnD0/mnCsnte02KrH84vL547Op5rYj03b5Ww6l5JKyGENCnlW4HNwF+uhj/nqo+cUoJuaFRKTY4emkUiWJir4vsRh/ct8I4P7OCyqwaoC5tQ9wmKEaYdU/U11CiiN0wS2RF1HOzAQms0GLASzNZ88hF0ihQnkyo9Izqn6w0qUYlDCy4ddh7XmcVJB0RuF1o1ZLTi0XvcRbOrNNoloRnRqfvcs6wiQ8GI0cCPdHxMYtXjpG6AZpEqeXhlFQwHSRbhSuy4RC20UQKDhF1BU5rsf3yOgq3Struj5Y2kq+f0hXzR9+eTL88nn66yQrTqXknAX9CK9vw1WiJCfTX8OVd95Gw0POo1l4fuPU1HV5qBwQI93Xly6QRthTSP3jdBqdgg3pzhmZxKouliuJJNruCxgkJyOeJhu5NCZpi6doLR5kH8jMoNSzGPdStkTZW3OC7J7BRfcp7m/mZMNs4y2phk2ptn02If5aLD7U6TxabPaI/JzUYX7x4u0pVOcW/T4KA/zk12BTfOoWuSPnuMu3yPHc0ir49PcJ3YzzPZJR50NHqsCZJKiadqKe5wavQkxoljhfFahi+0C05+a4on//kElaeXmDxZ5+kH5hk/XsFths/rl/Mt+J+L74FWvhaxkn4L+HUhxH3AbTwnEt/FYNUVoqHBrfK3f+XvyORs+gdznDi8RLPpsPvqXnbtHQAJlq2jaQrz/3Kcx8Yq6D781W6bXzkSoHUmaIsj/mfbw4xo6/AXYt5d6aTQm+T0zpC7T4xyrDxOr9pDNsoyrU3jax7D0Trcps+YOsEvLF/HqfUJjnSp/MhTde68bImcmuHhySO4fsDGaB1u7HJCjlGQebriLha0RX417/C3y+3ksXl3epY/LHl8ILGegUTAf6ue5DczAzRoJ69O8xvaVn5xeRrL1Oi2pqlP7GFJ10lIiVl2qBkabTvzbHp9/4u4571wJLyQJaeVjXqvOm19rbAG5Nwsf/Hn/wZDUYmCCMsU9AxlePPbd7Q83s+Z+k4cKTF6rEQ6b9M/lKajy+Yfn7yfpEjywMnDpNs0dqTXU/c9DlZOoYrraHNiagWdRu0BRvRBkrrNkeppRAxvbuymU9f4iwHYmk7QHbnMNk8wXyvxgeJVNIOQ26zHMaRBT9BFXa2zoC/Rr/aQEWmm4lmakcNA0IsUkmlzll/MtLPPy3M8LvOTuQYf9/ayIw87SgdRlZjp6S2kTJWe/gO4aoG6n8WIi3jHuhj+sU1kcibFOYdERieRfvE10wvV6FeDnN8vWHVy7tq1R378728jk7Golhu4bsDIxm4K+SRhJEnYOsqKV/gZSAkfP3gn3XaB6qzKM2MTuKpDupkjaZssU4L8NgakYKkZM0PASCpBoeyxqQYiimgYAkWotEeS3vVJJmNBXI+5N3mUHFkIDabCFFLCZUUfyxU83nka3TUxfAtHdWjKJml7EzoxlYSOXj1Ft1Eg9lymwjJJJUW/nuCUVyXE421GG7qpons1fE9Ba89jKB6W5uDJBLUlm7RIoQqY9yMUIdnUm6D39S/UPS6R84VYdYXIMDR27R5Y2WHTQRzFZ3cU2oa2sh9IUmuGSCRNN2bsRAln2uJAUKZcb3DTzvUoSoQ6FhOEgn1o1BsBJVsnlBE7DIOBMOZwvIiV7iOjhiyoEtksErd3UU9qJEcdpqwGyThPgxRS1WnTVZr1kFlTQ0iw3AxR6LNNZDjenkarNNHTFrGMaRMeYWTRCB1USyFRTSIkzAkXI1RI6inSGRU/iHCljmqBCF2kqRAqidZ+96bCYs1BNxVyXR66oVCuKbQtOshmiDX0rEvfS+HVbiFaK6yNbX1lsxbwvD3fZ7baem7Ag/dNopsqqq5x7MAybqgT2CGxHrO1ux8rFZLWY6Yn6yyqSQoFk/uXm7R32ezKJ9hUCplO+tRKkomwSVVJYRlNykEAyyE3unAqXSKqFnA8ICfp8iOoSup9Bl41IisTIGHEsDhmG+iNDL4a48YxhUqVVNpmqrGIJU3SaopK1EBaDm2pHAlPxzIcdBExG6eAiF6tRiATlEmRCB1URxArCpERo+uLhF7M1EwHS7NH0R3J9g9vIdN5YRHAX4sEXZN1TsvSz3akurIjUVVapJRSsv/xeWbmXeaXfKZO1kinbHr7uhlJDnJFchf7Dxb5b3d/FW8gybo3DvChW9ZxVTFkp6bR1Z3gi7U6lq5wbXWEy6Y9pv2DtOsRufwwhy3JcvUw+zvKNByHfZrK9fMRVx732X2ywY1Fj+snI97UVDgaHOKaYhvfiQQz9YB9CR9leZzUwjSn/NNMKdN0W+0QwWGOEZkB7UobJa3MUXsUL7KoyiRf9E7wdW+aiThHIa/w6foB/rnazjNZA6vu0d9+EE8maboWhQqksyepqiGnv9wKJb9aWzD+tWFNzJePPfYdAj9sBQmA5+0Dd5oB33pwHr8Y4HgBub40RFBdaJLOWahJlbvLZfpMyax8iqXEFbx9XZ6To1V+8JTL3+5Jc+1syBVC4ZdSLnvKE+QSWQ6mOvjF/Q4P9NSoWE1GvdP83Pz1VDWFXBjzZ4UH2SDWYRkmE/o4YfYGRmqSZlrhoB8wLDU6PYfxxjPUowabtfVolsIpcRq1bjIkBqglykz6c2xMrCOvphgLJnB9n85yF6EZM5ueZiDdwe7yRtpPB6SimGpCJzIV1q87wOLBrbAhwFSKpKJJHpy6nB/8t7vQjZaSeIFOIa8ZmXNNyPngAw+3OnplT7mqKgRBy1Pp0fsnOXXYIbcxi+uGKE6MUBVEWkUNYTkKOJaLKc7ey/s738LwYILU0wv8jh3ynrJGhyv5u9RD9Jud7NJ62dNI0yx6OFmTSjPgtvyTpEWKLnUTU4HKQkqy3ZkkrWY47U8i1Yh1og/P93jTbCehrXNEa3I4NcMyRQaiPlKGxSQzSCnYlh9ibrHKvDFHl9ZOjjxlbZnFZokROUAQKBy08nTUD3HF8AZG55eZiufoijpIKAWmMwV+7JRHPNgAGdKbX8aLE8wVE2TtGjve+ZbnbZs+g7Wyra8lhBAK8BDwX6SUF33+6JrInOqKB9KZ3bZx1PLvvPMrRzlysEbPtm7cJa8ljFoqmbEKfiGB0m5RMHQSE0dpZz3fqexHnd/LaVFmQ9FhMO7grmGbK5XXM1VxeaR6gI32ZZxS4SmO4ykh65whVEty7ZykGAQsZ0ImkpJFuUh/1I0qVRaDZUQo2N8fEGkOp/1F8nqaQaWbRbdIRVbYYg/jBAGTiwsYkcaWeD3N2GdJFMn5mdb0Lqs42UEu8+t0DY9wdHqGhJlgp76JutKk1lxgk2bwRFvEEhnU+mkGtU4wYcoo8s6+3f9X/Dg/d0v0gnXOD96jrsY65y8AW172qgvE2njCaypO0z8bZyiKJdVKk4P7p2k0DOzpMqI+RWHjTtyaj5o2qYsYsdwkldQZtDsIPUFiWsGtN0CapAOFUU+SKEXMmxHbXIVi2MuUI5CZBBtkJyXPYVZLYniCCVWhbEEpoWLEGhk1hZlUGCxlcCKXWJXM+hXUWCUt0ogQ6lEDPdSJpUrRq6EoYMcWMoJ64JAwdAyRxtAUpIzImp0kVZMdImLBapDV06hCJRYhJjqJfJ7h9YKJVBbb8agtK4xVGmRyJik9S9dgx4pf6UtvG1lNrBDzuV5JQ8DHPndLxMUQVAgxSGv/+lcuvpUtrFEgrxhdV1fCr4CqQDJl0d3ezmBPGx1RkpTZGmHNapFAsRCqghvGNCbnaBMWWcWmLy6g+BE5NUWaFE3LIB+q1KOITikYbOSpJARkDLpKKXr0JOnBPHohw4wmWS4YVBMqtjQwVR3P9emo6yT0FHFsUvKq4MeYUscNPOa8ZVRFIWW07P6h4mNqOXTToKY18EVEQjVxhEuJMs26QbTcZIORpOQ10TUTRYeFoIiMI5KKxVylyVysoVbLWIZJKa5QDupcObSOXN54Xr+dbxvz99Ar6WLwF8CvsIpRx9aEnL4XEcWtnZexBKG0wr0MDBcYGS5gzXZTzm5iudhg/dF7SU/k0AKDkoTtx+8iOHUYb36GsD9N0JMiU/IZCiWJbgtFV+hpqNyViOmsOhwMPYoyxKw43BEfonmqglsJuH7JY9bxGZ6P2buU56B3gmua/RQVweNWktPpdm7Rt3GD28cRTuLEPsP5Phb1IkfiU1xVHeKdic2c6MuzIJYoiDyB9NnnHcFxYpJelrHKPk76T/FtfZ5c0uKkPspiXKZD5CkGFR6vHKTUHISpBocbpzjNFHklDxLaExl0Xblgz6NVJOlaeCV9GDggpTz0shd/F1gTcpqWhgIro+azAbU27iy0YlnumWXr0EO8L/4rgr4R8sGX2HHPn7EUeNy394M8Yg3jTt2Pc/hRtInjNEYy/NOwhtMM8b2IdR0J9oYWpwby7DJsvjFzO19KTtDmFnjvfMxMCu7qdlDqB7lq2cVzfK6aXsffundTmC+xaWGCIWeCgSWHz+f3sS4YpC4bvHkqRVcqS58c4uN98NedMT9VU3l/dQfPyMO4mstWbQNFWWJfcJgCOTr8Hr4VZHlmcYwr85vRhMKDhXYiGbEpGmF67j4mxSP0K930Gd2MWqPMh8scGJskWIm8By90mVtDrMUJbjcCtwgh7gXeAvx30Tpi8aKwxp7wLb/O6fEy+x+cp16LsM0kyv4O9Pccw3UjvnIE3r9tgNTYGOLkM5S9/4fO1OcIcynarSdxDtuM3fiD1EIVu92k+NDXyGy+jmO+wrsf/RSfvvpawrpg3pzHMBT6wm5CQt611MMnNyYoNBrUlFPc0HEtcUMSBBFm3uD+8oP00oOjNHnffC+370mz3lXYsxziLDUpmzpSi/li6il+vHg5B1MO05llZqMFtuYG0XyTY8VJaoUdrPcFWspmuv4gidQ13NiUtM17/GPmKYZFH5ZicjKcwjBVNuUGaAQOb5wskH5TPyPr2y8oUBicJfBFaesvInPCiif8aihFQoh/AD6zGtr62iwl3f/wSu1QLbt84zNHadQgl82gaxroEer6WR55OsW2uEpCiTDndvNU1wRDCqTd01jlm+kavpPlEsy6EV4g6e64nqAqMN0sWfseDCtFcXaS6V03cKhYpi2bYGMqyb3jj9Ej19HszFKp7ycjMgzoXbQl25AKRG6Ep7gcCI+QUpNsTA8yl7IpxiFvm5LEtuAeC+LiUXYog/RhI5s+TwwV6cpmiJMOxVqTuGiRLmSpZ/OUTxyhM9WDoya4ZtzhUKGCpwiqYZ0oDkjKFJkOg7KsoaOxS+2lv7/Atu1d593i8eJBzC5+KWkNtfVVxZqeGhzHkgfvPoVTFximthLVQBJURhGjPsNekykly2aWaXZW0FUNc7BK9oRGlJ2lmUoQL20hIw9hpVSy1cN45KkbTfQoRnWqKOldpBoK28vz1JoaZncv6yOLcbFATzONFXaSMVOYugVSooSAplBTDdr9DmzVZMJZZijsobvNYDof0l8JMAyXUE8wF1bIN3U0XaPDSWDbGYqxw/q+AjPSZVNkUg8Fp32LSr1MYSjL0lyDihKgCoUON40vAvykbAWYDQ1CGfN0fY7t21sBH15q89tL7U16pVgh4quOjOdibWROWyeKY8ZOFSlOe+SyOkLA/OISihGTb/Npi306U5LAMhEiopJoYMQevqhD3cNLl3ERuPUk6VgFLIS7gGnMkNNGqSEI6hVivUB7pcGG2gJtfplodpIBoeMpNTpUlY3JfvoyHSTtJMjWspZiKkzFAUOJQTYXBik1F+macchOuEy1K/hVH7VRQRMqU/oyURQyH0X0eikKmSyKbzA/ISm7TcyJmPYFn/4gRyVepNkIGMtHhHFAMS4xUs8y0sxTjWoUZZWUZpNO2izoSytBu5/F+QI7nJv3WsGanUO0tNjg4TumaMtmqTcjglCSyybYcmWejVddwdR8lbvcdjZRRgqD/V7AgDuKOBxz3G/wL2WF6JkGhnyE1PxhvmW0cWrPbspXDZA49QT3ZNdzrHMnhcVvUDj1FcxMnh5XsG58H0F9nhutzai6giiYWEmDfMIk12GT700inYgrsOnoTWIkNW5UdpO3NQaLLk4t5rF+ndFogvF4kuG+3cze2sntIypfDg4xOjXDcHqYx5cP4JXh7uQCn+mEuxMHuUFu4tpxn0dNE18P2MIApuPQXvLIxym6k1mORieYcme5prATyz7/fvgXU5BeawQ9LzmFEG8UQhwXQkwLIf7Dc/K//XKVNuou40eLtKcS+IGHaWpEoU8ulyLfbpF78Hc4mdzLsKmz8bGvc1fczhVxDdfzyI3dRE/0Tt6l5JHXNnCX30QlO8K7546Q+fYmej73bep9u3jP6D3sfOQf8UKVRscWzFNP8dn2EZZ6drLZV9n54D9h2RrNJZdYkah5HU0qqI0Ivc1ATWk0F1yKyw6fFt/g4+zjy6kFJuYe5EDtXjpppz1s48Hxb3HPqSK7PA0/tY076w9QKXm8P/0Wrh3cw4nwGJtihZ7Oa/iC9jD/PKxxpevgSZc7w+/w+X6Lz3XBMTHG00snWK+tI6+n+Gr5HpaXnBfr90uOICs4r0IkhHgYeBfgAncAvymlvFcIcY+U8pbzVXjFFVfIr9x2B5/52NPkM3lMXUMIBc3USCV0ElmN0dN17quWubH+GO23XI0XRUSFZQpzPsryduKxAT6TPcrmRBLDVek+3M56+dfEuzdiK8ucPvAjdOr/xJyxDRFuR/g6/q0H0XSFZnaB9O03kW8/RjCzn/lb3oLymEmqD8QGSSglyzM1/Cgm0WZhCoVKycVM6Hy9egdvTryBUAY84n2HW9tfx9GKQ12JqPIYb0i8nvnyEpP6OLf0X8eTEwewFYMbiznQVfa1NSnpFUazg7yfLMvVKk/W9jOb3Mzlfhldhyljlp/yLudgvs6kWORX3/Lm523jODdu04tsdnvV2tZXGy81ratSyiUpZR34GeCjQgidC7AAaLpOJpXGNgyazZBSrUa2V6FcqTF5ss4TtRq3+n3YuXfyyEkLoUWoU72URS/2vrtIq9/mx9Uyb1Me4PLTd2MPOCyOfJhil+Bb8TUow0dw1AS50hN4HU8SbTrBvgmL7J1Pkp4pwJWjiJknkJqBfbRENqmTOv5FZCNkeapKrAqkkNTnHPRYYCY0AifkOnkVhqbwTOMQhWYHx6ZOUY+PoSdVtniX49YDCokcetPi8KlTlJwG084yRVvHsUxO2ml2LHZwbVXjkN/gKRmTDXPsXKqxdTHFslujrbmJbxPRM6MxGA9Trftn++216LP5Ungpcp4WQvwvIcROKeVB4IvAF4D2l6rQaQY8+cgpmo6PG0RohiCTTLI85qJEJinbZFMyRSnhsGxGbG7T0XybxGQ3pUqCWtceqnKARr/GAW+E5b7N5MLjVK1xvOUB2pt5pnQFpzuJ2L4BJesTdTXJGCblro2cKNo4szalZA+NTIZEaRTNEESFTZQnx/CXJvAaHjKUKBoUKw7FcoU5d558IotVD8hXU0QipKOpYnpJcCKW3UXCICJqhAw0M8w7RTSpkVYSHNMk+BGZQKWatEktuHhBTHfaJDbyRKJBQ4tIqRZCukRJFRkpiBmPpcXG2b57qb3vr3YIIe4XQty78vqr1ajzpZaSfpTWyVwFACnl7wshfpCWcf+8UFTB9ESFfJdN7Id4zRARGUTERLHEskzyCYNpw0dognUJl4WSgz0e4UUBNWs9tipp2CXqUR7FitHKh7G78zC3gV4nySNqmd4um1AYKNJB7xHkSyaVVIFSpDNQaUNm2nBiF7t+mmY6JDRHEI2nyBCQSPchFZVA1xFRRKlWZSEs05vrxp13yEU5itEkI2EKL5PCcXwmWGS9PoTejOhpahwslEnVLUS+m9MW7K1F9Dgqowl4uwNH3Ji8KZhSbVAq5C0bigrF1AzlepbtORP1xDKzU1XWj+Rf0I9rScg//dA7XrDO+Suf/erFOH0kgZqU8u2r1ETgpUfOm4FZwBRCvEkI8SagCHzqpSr03Rhd5vCdCBEpqEInjCNM0ySV1EhlTJ5oVkloKnkNLI6RHQjpXneCyxaPY09n0NY/Q34yZsuxBxh+5g7mL9uIo7dB3yP4dY0rpKA+UWNz+WukkjqJWZvuUx1sP3In7WHAeFeRnhPfRq9cTrPvvfhVgTrbgWnZZPKdNMcepHn6QdKVSdT5I/RXn+GtO65Bswwe2mDx6NY0bxSbqesKTyZCXrcUsMnYzdOaj+hPoGsGt9a38i5tI4fzOW6YjSi5Abtn6kyrMaMZg+vHmtwbNjFUhc54K5cvJLmhmuHGpY28aTbif8kG30od49Gjo3hea4/792KEXCHmC05wW8l/pdgMrBNCfFsIcacQ4spVaOpLKkSfOE8ZKaX8yPkqXD+0U/71f/0a9WYTVRG4fowiIyzTpOG4dLQXqMUht8/Mc8PSffSr/Wi+y8c6NvOLp+6ncuWVLA37JCuHaWh7UAIDt20eDYX0ZApVbxDe+XqCpIuRHCM1/lX+9843sy2RxJYGIwd7uWvbCd4dlshOn2C29iMk+mOUVIQ7rYGnUOu/F9uW1BYOYVg50htfh1rIM3/vx+m9+SdZnq2yfqGOJgQTkST2AvoVcHSNKT+mTcZkkCxoGmgqnUGAH0uCtjRxw+WjmzX6fZVtOZtHS3VqmmS4DBoxs9GDaIWb2VhcYq4xwS0bbuKyEZvNO7ue2/fnf2AXqRD96YfeMcaLR/wY/5XPfnXdK6lTCLELuJ7WEYNbga8Cm6SU4UsWfBmcd1qXUv7EeRry716qQkURVKo1LFMHIdDVCNtK4jQdCoUcjhty2+IsG+wkC4Nv5VHPwRQKV9oJvrnzbey6fBy7nKbqXoXaVcWlhL7QiYrEWVdi/adHCbb4JI1JvMcWuG3PD3KtYjM81kVX5c9Zet01vDep0P7Ve6knOum+7jss1RbRxt6B2R3ghS7W/PXUcv+CmXwfOaWDyX1/z0Dqp+ne8FNEIsYf/Toze96DUFWacYjjBARLHu1RjNiapfnMIouRpAuJ7gcsmCZBEDDY8KhGktdPwmheckQJ6HEFPY2YpazCT43HVI3XoZciEg2bsaGrKB1eptL+fDF+jWPDr8UJbgdpeSVJ4LAQYgnoBqYuos6XX4QXQvw3IcSyEKIihHBpeZ2cF1KCounECDRTRyII/BDd0LBsHcPQeFdvD4GQvCX6OrstnX7DYs53MVQF7+QQYVPhiuX72DhaY8tYltTTG8lpyzSPDfLkllu5TRlhdOEDTF3xEXRDYePRO4gyDeYHP0Tz8G6MJyYpb7gW0d5LYvQEifAWxKCD50QEVYHW45NOvBnbbUcCdv5qaoknqJXuZf7AAYLkFnRLR9EV/HqEKRXc6n7GG6OoU0tkMyY5IakpKku6jh5FpHSVWUWhoSicyoIZSdYVJR1dCUoG5EoRT2U1tLC1t2o8YxOHEjWhnj2i5nuEtfBK+g3g9wCEED1AhpZIeFG4EAvRzUAP8A/AJuDUS12sKoK0baMgqVebCAlh5KGqGpVKBYEkm5okraociLZTR2M7Jxg0BAlVY6h4gKWFFNNiD3I5ZmGsCzRwx/vpnRxjOdboIYmqW2TkUUQoqXRtQEgdGechOk2spfHZAKpCw+pENE+iV54BXWLlFWSooIZJ9LREMcGOBlB1n0gkUEMHs6OH5sI8zYVFsvUkSW+JfFs7+bxNW3WWZtzANSVO1mA8q+IrAjeSHE7AWFolKRSySZ1SM2R5ronhRMRCYngxFV1hXJWMJwRFXeIhmJ2pn+2/74F2vhaxkv4CuEwI8SDwWeBnpJQX/Yu7EHL6UkofMKWUE8BlL3VxLCWhDIkQWAkTRRNYlkksJEJordODlRqqgMhqox6GpGURA0BI0mERvxhRcdK4ZQ0R9aCIIsqyjV0poYQKQzKNb4TkOIVowGxuiMgXxL5C0ligWm8Sep0YQsPTO9C8MZL1EyQSNSI1JPYEWqyhWYIgilCbSTzfx8h0oIqAdEcOM6iQCmokShbNhXFCNY3nhyQWx3GDedyswE/pHE1I4qSGh+RUFkazCslYoVTxWNQi3LqPGUt8W2FDIDmeUhnNqSz0aXg9Fo0oxkg86xF/rnXozOfVshqtaOUvOMHtYrR1KWVVSvlOKeUNUsqbpJT3X3RDuTCvpIdF60TYhhDi7wHzpS6OY0mz0UBRVQQqru9j6EkCz8VOpomkwGnuYMpZ5N3a7TSMD/KEcg1HKnXyWsyBcDfXLO5HLE5Q3vRLWEqFzOjteGFMceCDbCylUEsWT64/xXL4DjYvpbizd5whqw1N8UiPPo3UTYr5MebjaxHzNgX7BOpQH+v0T7Hv0L/D6A/xgoDwtIWSjKH7JE65TnLPIFp9luboQeL6JMQhqQ6HuGagjayj8dgJyr3D9MycZnnPlTgVnzdKA9GpM3BwkcGmYMGMOZCFtrpCrhoxn1FwkyofitMsJCT71BqWD+tKsGA5HG6L2FBqPht94nuAFSK+6r2SLsifc8UyBPB24GEp5cL5rt04vEv+yW99mSD0QULCbh2MpWsqYSwJQoW9y7/Dw1s+gi4SfPlwjI5gxEhSkyETvsMvzT1JWOhDHzvIn428nvc3h1GJ6Tn2x/hmhmM73shhzeZDD/8Dta7NeMk2MjMH+Jud72K9nkCYgqONOj+x4xT6TDv2/oOc/vF1pL52M6EaoczZhFGMP/QUjjODVz6Jke6jbf0elO4+ivf8A7ne7cSqjbpxO0v3fJauwnvwltN8rnCCH65sIUgv03C+yY7T40Rbr8b1fA5URvn2le+itwHLBhRzCh85eQQzkae5eJQ4CsmF3UTlMqNyhkeufh+7pl3e1Waz69/uOWsheik3uddSrKSXWkr6KSnl3wkh/j/OMVlKKc8rn2wY2in/x29/hTB0QQiSCaM1ZRoGcRygaQmWHI+HKiU8KfnpzCmUoMlf1Lfx85MPU++7lcgbpv3UHzI18quEXpGe2c8gkdQ2/AhBmOELyVE+MvUktbYraZZH6J3/E+65+ocAheP1Gu8rbkPfPYqemyPz+QdZfPc1GM4Ajf3rEL5GUGiiKAJ3XEVJRERZD903UWsmWleImqxRad7F+ok55gZ+GBknKDqfRlhtJNPd+M1FIncJI70OESgMjj/D+GA389ndTLnQP3UH+3e+id0ypq8yCn6FTYkBQilQTh9EGjZ+9wb8xTnE9AmKV+3h2ndfQff69S//wF5DtvWXIuebpZTfEkL82DlfSSnlP56vwpHBnfJPfuPzCEVg2zqO75K0EwRhSMKy8HzJPcVFem0LRQqWgyYijsjrKSLX4cqTDxCke8C2UetVwsoyRnc/zRgS1Tke2Hwzm/0K7QunWY7fhJKRmGIetfQ4d/Ts4YrKHAWhYVdP8p2d1zNSLGMunibS34mjelgplaiiEoQhSirG9yKCkoKVVdCSEumoaLEK2Rr4dWrhYfTmjYS5E8SySMfkBJXhYaRuoecbZMeO4oh3QsKgTbmdr6u3spV53PFpooLJ4OZetKbAPj5OzXozKeMAetRErS4xly9guCqKs8j1v/1DWCn7TN+f/4G9hsj5Uuuc31p5u1tK+ctn8oUQf/RSFaqKQFs5FCuKY4SEKA7x/QBNNTBNnS2GTmbyCIV+wVOsR6omVT9ECI3pnm1UNJM9+klOmMNoVo5GKsem6hSi0MVAfYE5K023aVDIlxHNWcJ6iUhLMOA3WbJSVEydTnMdcWhglBcxhUElnsIKFnCj7aBLFBX8eoQfxFhZgW4qiFCi2a0DikIvgeGOYZhdRGqM59ZQdaglO1iIU+S9BgnTxuodYjFMU6p5tGvtrBMertbOpnydoqmhlppM6R10pjoILAW71iSOAiJVI4gdlI4cS6fTFGshvalVeqr/SvBS/py/IoSYBX5OCDGz8pqlZQk4f4WKIJ1OE0UxzYaHlAq1qoOCiuc1CYKQlKKQjXxS4RKd0TLZoIlPBLrCVLaXhUQe3ahTs2xmOtexrBlIp07VypCNPBakII4CnNoURnMM052laibpEQFzyQyzZpLjuUFkFGNV5pFSYplFrGCe2FFQ4yJoEhwVXWpoFih+jbAiiSNAl3h1D6t+FEsMk0ppKHIRIo9yx0ZqiSyxs4iJYIp2DnkLTCglFvx+hovTHA8EcRRhRDbZiWVO1DTGC73MZ5bQilMojRJRIUOv3US2lziZH2R8pvai/fla9u08LzmllH8qpewB/oeUsnfl1SOlvPGlKoxjSbXqEPgxQih4foSuaqiKgu/FBGHM3bU6T/ft5LF4L5cHd7D9+P2MiAhVCI4064TEHFav5LrwWxxu1NlbnCRMF/i6mefhdDdbmiWk5xIuXQ5RSKl3Mw9kerhLSZBWNHShcKzWYNHzmRvcheGVac7tZdm8Fc0q0jN9GyyaJNoVTFtFTKfIlb+Bao/hFQX+aYNlHmaibQiWsoRLBoa5HkWRdI5tYqh8BNvKMbL4IJdXv8R2d5Jt4TxfJMF4uEhv6HJXxxY+o2YJopi3VMa5/Omv82S1wWKqh0CzGZ87Tni0jDM2yNaBNjr0F5/Kv4+8kn5NCLFPCPGkEOKiD8iCC1tK+nMhxP8DnImX/fNSyqvPd7FEsrBUxDQ1FE1FKBFBbOI2G2SzOUxT40PtOutKH+O3nB9gQ2MvWqLJN+se//7UN7m8YwPpiWn+R+/VPKW8lStMQX7iCbr2Ftlh/RSzkeBLik1f7256zUnucHfyIw//Ax9YfxVSMzD3PUls2GT3vItJKdnw2GeZGPpd6HFQ50yGlv838zt+HTUK8U9bCCtG6XVYrv0QfUd+l9mN/wWj26d74s3cVjjKB3pdRE2gn9xFs/sZ3CueRBkpUP7K43xq/QdRjZhjYRNVCDYnUpwwr2bMc+gNQ95kSPTSDAfCaUqXv5cRP2DeOUbg/Btk/ilO98zylVDws/d+iVq8B3b1vOSDWK0RdOrXH3iBV1L/H914MV5JVwI/AFxF64jB+2jZ1y8KL7uUtLJR/giwGygBj0kpf/98129ct0v+9s//M6oqMXSdOA4xbYNYSoRQSSZsPj07xY8vHkNqFvbUAdB03P4daE4FZeIQQccwSl8HbcZBJjb0sX/iWiQKo26TX7O+xqK7m2humY917uQDjU2obWWUoYfZNPYkX+DDOIrBZODyI6MP4fS/Dq85RPfEH1N6z+twKiniAzvoqf0VTs9WwmaNjX2PsW/x95FJH6oGcV0Q5huk0xbRnMFdfSfIRyqxDuvnv82J3tfTadtMuQ71IGDItDF1wcbOx0jfUSXsHkGvLjKRcEjeeBlqKWLr0r38Rfh2hi0bP4xZf7iHRttXqSRGWNCSvGFdkte9f+O5ff+8z6txYMEKMV903/orJahoHS9YllL+z5XPO1Z8gC8KFzJySinlvxVC/CWtKGK3v8zVdBTSlCpVJBGmoRH6Hrpp4nkOImnxA5kkyrSDaFZZ3vTjxFIwkv4Mxalugsuux9Lm+XSwjvdWJZxsp6ZJNCVmRzLFXfE76Ok7zoAe86FsE5F4ArQ62uEU8/pN3KQ/QGMmTz3bg2zvxW8MQSJmedfP4B00aavdjn9FgkZ8NbVwAe3UGzgcXoOaiAkbBm7ucTwrTSYcoTzXxG4LudztINmwkcmIZOZqepZGCfYYbFuCoppkn6OypXwKf6GAbM/wcK6P1yeXSCZ3cPSUxbuVR3hcfwMjus1s3SGpa1S3lCgGW+mZ6cbMPENlKY+UG5+3ZWONHEBW/QQ3oBfoFEJ8HUjRMmd+T8hpCCEGVm6qAgMvdbGiKuiWQiK0kAgStoIqTLxIkkhYGIbG0VCyJ9OOG0tOJQJGGm1Uc7sQaQ0lHWOUk+wOA5qZJKe9NAVTR0OyVxxheclGNVPERkhnNMuy1kOzqpMWSxw0d7AjHUOskY9ncMJdqEkJQqA1xvH0bSjdWwn0ZcSJMnrHOhwUqKcxdIlqRTTLBma+hpFt0pwv0pFeQpQvQzXK6EGNdGYWJ9uHkKCkVPS5WUxRwDfzYDTwGia2pjEmu6gpGfrrTRwzgyx007agEibBCyP0tiptC+0kbNDUiMBXiKMYVWupAd9nXkk1Wvx4O5AD9gsh7pRSli+izguyrf8WLe/322m5QN31UhfHUrK0XCGKQxARnu8hFIUg9FGFSuBHlCLJgpEi1i0ctY5BRFOsJ+pLoHWoaBmdrYkiZAKWVZ2ka5CrV0j4CyS9GulaGkMVJP05pIzISYV0BqalxVKUZbG9QMZq4MohVKWCGgnM8nFkJKlrnYSRi71cRy50IwwHGhp+PcT1XRLxBqpLY1ScJzAKyyQ5DIEkMpfIZOfJGaPUuwag2UnZ6KXZaJJTY8J8L+l+j7lmhY6gybjsYrQp6XdKTDd7SZqQXbRp1wQpXSPZXaS7lkZPzhOHEl3PEIUxcH5irhJh18Ir6RGgsuIy16AlJsQXUR9wAeSUUt4LfAk4DWyUUv7KSxcA207ghzFxLNF0g1rTwQ8E5UqNWt1jo53ksXQnhbkDXF+bIqk9gX+onyheJnazLGXTdJXuoq24wBv1OfrnOth84n4eE9fxePd2KmNXkGCRUn4nilZnpHYn0+W3c2UzR+djj/HAYoKx6ANIKSkc+nviUKHR9z5kTSfz9KfxDu+hmHsb7lQWY/ODKN0lkCrqUoaEnWC47RaGj42hHL2a8cJezD37uCulUNywnYN9P8RjM8u0f+tjHJwrUWnbRm7xYYYG8uinsvQ1AzZ/5zbeEn+L6+wqX0v2sXx1Ga/+DOquffT0PMRpp4mc20CwxaFz/2ew6tdB2WqdPPJdnDD8CrEWXklfpDXD3gt8m1Zk4+pF1AdcmEL0s8B/pCVDbAX+QEr5yfNdv2l4l/yT370dGXoEYYznR2ga6KpOsVQjk8kydPdHcYcvI8wW+Ce7F10VvFusQ6vpBNMGZmeEkjvKiPEF7hlLM7PunVhxxC0Pf5K/u/KHeE9insHwAPnoCAdG3ku8ZJF/8FH+fNNb2JbNEMcxA9Nfo0f7BWTBQ5R0mnOCXOqfCa0s9umnmcv8BuZAgAxAueKfCO79Mcj7xEsGsqaSTn0ecjnk669n8Zv/xPDQDxA7ef6X+wzdqsEGNcCefxwlbrB9sANV15jvrePf+WEW1hc56C7z1u0PU3y6DS/Ry0NRkgDJzmyGUEqeKVfIKRqbsilGK3WmGnX+8ZeuIVM4/+kaq6EQwepr62uFCyHnfuBaKWVzZSPTQ1LKPee7ftPwLvn7/+mzJEwN09Co1R1MwySMQiw7ie+G2G6J5P5v8oktb+CH65OoUcg/ZteRMwyuyHu0ZWbYduobfCr5HxB+zCmniQTe15wn6df4eHaE/2jfTa39Mpb0KmhFMk9kWQx1vtk2xOuDffgbrmemIrj5/n+ktOnXURNzJMe/xVz8Y+TydyM0jaWFm8i85Vt441egFAsEiypKIcA1ijTd+0hX3s/YplkiInoX7mN/4Xquag9I29PU77oZvTPAT/g8oM/z+un16Fc0ELbgy6PTXF87TlRYz35H5+eNT3G0+WtohsMG82P8rfwA11kOztIc92h9tAuVtkDy4x/ZQlvXs2aiF3MAueT48dwLWoLtG5/z+SWDKmxct0v+v//ps6iaQFUUhJToukEYhZimTRRL7i0t8UH9GA1pox+fRigKS/1vQIYZqs7X6drVg+VZzM9V+Q793FydQVEF2cUxMhsi6qkN2MESxR6b7qJDNcyQqE/wuegadtNLUoOHlCWu758nuRyRCsqklAXGyu9H6jayHhMGETKjIMwm4VwKLSGIkyVqjZPopb2QrWNpJoniXcx1ZEiKjcS007bwZZ4YuZwON0nCnURvXs7p3kU0V6VoelzTu0BY1smUx5ls6oRGG1nVo1qX5IJrSRZmWFQK6JtPcvxIgu44ors8w33Jfv7TT+4g2/bsyPlaJ+eFaOuBEOIB4GFgL4AQ4g/h/N5JumqQsAXzy3WiQJLKxORSCeLYh1ijTzN5Khpgb3QIL99JGEbkG8eQegEtN4Jc7MYYmiE/J9gUOWT8KguGgdcxwrymsjmcoWhniIMMdUPD9oo4YTvrFZ9u/QhuyWYgB1lCLLVMzU7gxcPMeDFSrTGk5GlUGmj504j5DYikJJQxqp9A1/IYOYjJIGREZPdgyASEbVhd80gnT2elRmd6msATGKkGfhzTUAISekSsqEzWFfbqIbqZxdFskqLMrJEjknUycgnTk/gNQVKDgWieipHA1rWzmvpKHz+vT1+LARcuRFt/gNZq/2laEWy/BBxbeb2wQkUgkZi6Ttq2EYCQCtWmTxBKEgmDXbmAkpFHM2NkPkEzaSLL04jKCQI6oZHEi+qYMqLTc8B1CKTLUjbDjJdD+kvUVIWwUqBkJdCiMr5r0h475NTD2I2jbNKWSFcrGM1ZSorB8aCPCVHhaFgmiCoE0kPPLaLHGpopsS2NsGxhRetRTdAjFemYxNnLMbRBZENHFGbxUhmG3AV6w4OovoJrTVEKAxoypi+n4scap6MUptAg2c6MnqNHHqOS6MHvqdGfeho/OEh4vE5/UGNAPcChdBddhoGmPXto7WvZpn4GF0LO1wHfAa4BfhL4kJTy/0gp/8+LXSyRCEKqDQ9VU0inDFRFIfB8ZCio1lyGlz+JJgWPmzfRGCoSbqgR9PbhhYLbvQpy3ZP4QY7qgM8XZYI6Fh2hzs3BF8mXD1DRN9JbnMZ5YoQw9JhKbqMrc4AvRRnKogdj2MAbKKJVTzOf2U6Mw7emXcJIso6Y3IlPY5ULhCeuIVYl3mmLsKxg5WPihkowZiE0iZGROOMaYd9daDecxEmlyD95D81dBvuzb+KbqV6+4KgkpEJG1/n2uMfO6Tu41deZnH07XyoL/CDia+p7GPddvlN2WJAD9CfqXKV8CXXmMsat93F53wnuq5S/Z57w3y+4EHIaUsp7AEtK+c/AS+5FjiKJUHSSpo7rRUgpUFRIpRKYloquKpywPsj7vL/nbaU/RfgF9LiNDfJzDHQ9xc+mRtm6fBjvm3sZmB7jZ6wTpKb286nsELPaXnZ0OKyrfo6/d6+idNkxhFph+8In8bV2/k3hJEsd8xw4vUBmOkGoJPnf0xk2Tj/DRzjNmw/czhUP/yPmzjx9G28nHrfZnvyv5Hq+Ra7+KZzjFjKW6P0+omjAts8Q5apoh9/Glcf/N/ceSvDo6z7CXRPr+OpsyM2LQ9xQ6+CU2+S40+DDwQIz4+uYnLuNu/KneQM+b9z/NZ6oVbnePc3rtTJ/Uxni7/09PCB+gHr2G9QfHWR5f513aB5h8Pylwe8Hh4+1xIUoRPfTWnjXgNuAv5JSXnu+6zes2yU/+ru3o+JTbfromobjOmi6CXFIb1c7fad+i0ND70PXEmBOsPn0IY63vYEmLr1fe4jcDZ14xgCUj5BijmbqKhp+mtljbyTx5q+SnLPI+LNkg0McGXwrVbeThxdNfln9JIfa34Ru6myY+Ap/qfwE14Z12iYOcdpuMtH/BtqxGRzrpL30F5Q2/DiKSPA5bZR3lzcg0iFhRUVt6OTe8hSNkk7tgY3YCZ2w7whNbxZ7+vX4vd/ESLZRX56CmwoMPxwhMCiXb+DuvpP0GiaugA82/pangpuxzT6UhU1UrX9hues6nBCuf/KLfP2yd7M1ytNZTTPnfZJ3/PuffJ62vtL/535+1SlEQohf5/lbxnuBD0op919UvRdAzq3AB4GPAj8B3C+lfPp8128a3iX/5DdvQzPU1lYI10NVNNwgRNM0bNMgLJ2kK95HccMA5VMp7FhSry2Q2ZSFpRR+vcJ6cYBnmlsJtBTTiXYaoeDaRo2sUaUzcxRXpgmMbkylwqebu7lVmyBpQKNdoX95mlq9n2oDksuTxMk8S51DHFAyvG7sMfThXgQhlcWb6O3+CifCK7HrXRT9O8gor0fLN9AHjmA8NM1CbiPJpIHjTbIuXeOQs5clQ2G+7rOHJUQuw7SX4PLTT1Hs2o6bDNihHcDVOljwcxyP8jSEwU3VGk2txnfsXtbPtuNnZpi1Ldw4oktLoDuzvO9H99LenX6xZ/Dc9xdNzq9/+yMvWOd8260fX5V1TiHEzcBPSSk/fLF1vay2LqU8ApzxQvqfL1+lwPMDIinRdaW1JVgFk9YWYc8LyYanqWcHSFgdFLUianYT6bRO4Ado2QDVTjDvbEExLPrdeSoNGyUSHI0V2tU8aXOI0HXZF/aQiDJk0Jmhjc2LU8yqfQSRwYKSY09qnNDoQGigNLroU+dQ0jmCtE/GbVAzF3A8FcvNommQ0AcJ6zFabgpZ7iEwLQxZQHdOEWXSeEkNTSth1Gz6EwYFJ8JPd2BoHm5PG0kxgdLYhN/eQw2LoD6EY/toUtJkmUmtk6zuYWfreEE7eS+kbjTQokVSqZBcW7LVg+ccVLCaobdXiPmCE9y+/u2PcLEEFULYwJ8Bb3y5ay8Eqx52W0pJNpNC1wRBGBNFCvWqQ4xKuVwlkjEJpYqr6khFI92uQCqJlbXRNQ3VcpBmTEkpkEh5JOM5RODQ0SgyayQ4SpKjjS4qZDjRMDgZdJCVPnN+kmiphvQtZswBJk0bM92EtEmsK8hKls3uNNVCB44OmreAlJPM19sIyhZeE7RoA1EUEJkzyOUBgswOaPaizpdIJ03mwwLZfIneuMpIUMKs1gjtBL35Js2eNrrNCaj380y0h4N+N0qxg0hCj+qzjM8pzWY47WAPzJIrJ+mupdgSqRT8ZZTKqZUT79ZczlyrE9wA/g3wOSnl0irUtQYx4aVE0wS6oaEoCpaqIGQrP5M00VSVcvI6RpqHcN2TeNM6/ukjLB3cT6wuEbgZFOFTHT3AQH2RBX0LR402ti8eZmvWoC+X5Nt+kvvEBrptm1oYoE/cwzXzR6C9nRuDLzNY2M+1XWUmsj3Ihx5lYe5W0l0z9HSd5st+gsTxiHJ5E/7ildyd6KBeqCEQiEkbbfNjUFyPMyXwJ0yEHVPOvonh4hdRDu/GO3I92vJVzEw9xV35rcwuLqNFh+m7+24eiG/lcO8C91cXeDvfJBzaRzUKucX5G8Yzm+lUBJXD+5jZtw+2Po2x63HkySHsDXsYuPrNrVOWVzGAwnmwFl5JCCE04OeAv72Yep5X52p3wsbhnfKPf+MLrWNdBEgZIRQdVUTopgWxwiemxvl3i4fQ2vJ0299GELNkXUfsLNMdPkFZGWYhezl+ew20CgMzFkIzydUeIlYTzCuXY0Vz/F7lGn7HupuFaJBBsZ/fi36A7Zk0QkTsHXqQ7eOTPKq9k31+ml+K/gd/pvwHNtoRb3I/ydPH/oD+HXdiKEv8UWUXf5D6OlVrJ3b9AIf2/0eUHg/NhnDGRCigdHtIV0HOm9R6PkMut5dgbISB2d9Dv3k7Uqh0uI/yB9FP84b+LhIpnT1Hf43Rsatw81tolq8EX8G++XEixYHEKaJv/ygy7+Avq3z12s/wiQ/9wks8KVo/oIuUOb/+7Y+McZ4oc2+79ePrXmm9QojXAb8spXz3K63jBXWuNjk3DO2Uf/kHX0HTVWIEtZpDhEBTBKmkievEqL6Of8xG+CrB0MMoMqD3mUfIX6lQMbeRkQuk/aM84r0Bta2NaIuPbklyMwn8yCVUTxN5GRozOZyFea5LPkRR24WvZOiIn+Gj8gf40a4lctE8ueZTzEzvorF+hLi/yoYT9zFduoFQgZ7UY/wv8UPc7CzRUZ+nfkNA91iTSmId1WwD567XYw2FSC+me+zv+OKe93BTosSQf4g/rV3BL6T247CBxdOXsWPwjznCDcRSUJo7Qf6q90J5ierkYe4z1/Nv0seIZDvFsetpvu076PUcfuxx7wmT1w900NEZcv1N6zmz2Hlmdj83PvzFmi9fROaEFU/4i5E5hRC/DxSllB99pXW8oM7VJ+cO+bE/vhMvdPG9CBlDEIaAiuO5ZFNp1NEccffTSNVE757nsdlhdkUVlLhOvbLAljafWG9HCRaZ78jgmoMkUwmkXkXVVDowmJtcxpNlaqdsCgmVXn2CTzWv4opoAU9LYIVzbC1Uafh9REsNvta2ibcGE2hCJZyZhzhkdHgXiyLNLc43WHQ+hNo2i7VwAqVWRWzOE4U5lLlF7m3by83WFM3YwT61yFJPJzVlPR2NHI+kltjuBSTtJfTemP3zA4zYdTIFBdUss3QwBjvLdu0IM4UukFuo2WUOTuq8vn6aSbMLjTo3fOAaevpyL3kG0Wp5Ja2ltr6aWPUT3IQAr+khVYEqVIQqiWMN1w2xdYswAiXvIZvdFBKPQzPDsKgxo6e5XF0kUAc4TUTRt7lSr5MIk+htAgjQPQvhRpTVmLHlLJlEkqigk3aP40Y2W1MBXbKBkzMJl5KgRhyX7ZDKklYMTkZtrK/OoGQTCFWF0Kddq7BojTDmBYxMzOALndjqQqkOY/jHcQOVLr/CcT3DYCONtCS6p9AbTyOsgA4VRGAwbRXocytkpEc6F5Nslmh4NmbUjpmcx6EXRcvQrMxgWn0kmiG1Yo5GO2xen6OnLwe8uM/mag8gK0R81ZHxXKy6QqQoCn7o4zo+nh/QcD2kAD/00XQNVRNoyVkUkSSlV4mckH61RKkZYTYWqShZimqOOWxiCZYfo9qS0PQR9QhbxPi2Ry3U0MIEnpEgry6CajDMInmjiF3waU+GlJoaR2OTSStPMvSYUBOEpQX0QoxTSKI58xjNOebpxcmUMaoThGpMNTlIrdSNWFhGGgnWN4uc8FLUK5vxzA7SDQd77gSGeYSt4SKm08O0sGhUMnQ6y8Ac2foCcqmA4nYis0UWszsJZB/hwjyBZzAS6LjJbTwTa+TWDTE7uUAcX7Tz+L8qrMlSUsKyMQ29df6QpqMqkEknMU2BqalsDT+JOnKEhZ6dVPNNGoUSV1UnWZxM8XAl5FrvQd5mnMaKFuit34+QOmmRYmr/M3jRDB1jNd6oPsX1jU/yRh7BNYYoyDGmZiaYb99M7Nm0l+5ldK5Gn4xoBhGJyXtYVz1BdWiAnH+Ez1Q6mMnvZDK9hVujf+Yd+t0oN25BXmHyVT0mG9yJm+wkMf4M5tg+Li8m0HSF7LGvo9aWmR3cxRf8bUzMHMTPfYcd8RJ3Ozp9J/bjjaY5Us7wqZpPQ7sPb7adOLqPavchnDhB88iT9O7/39ypTdCrmzxSbNDeWUBRnt0/9GKv1xpWXebcumGX/Mv/8g1czyGIJIau0nQ9TMuEOCKbSSNK81iP30735pP8ffxzqLHB9hMj7N72uyxol5OOxskGhykZuwj1IeTTRzgxkCFZ2ELgB1yn3EZD6aGW2EvGP8ZvVt/Ae8UUmpbEqZxg3euz1E71sTxT4jbZR7ducKVaZG94N3l1jo8bv4wloHfhLm7tm+Gb2oc57eucqNUZtGzaVJ3TTpNy4PM+bxBdQt+xP6XjOo0x+SPUZgfpH/9dGj1bcbOdTPuT5Cs/SdfWb2GJeWaHIr518gaGEwmmPIfXbeshXnwUw8iw2FHmdU/cxZfUH2c21Hjdlvt5wxt/gYXZIn1DHc8+mPPvI3rVmS/XCqtOzp3b9sj/9xf/Bam0FuHDKCKRNAmDEEXVEYoCT7TR0/4V4rRNh/EoD8z1kyisJwp8rjO/xeGhW4nHEiSPHWNw03E+m/gF2hKC1MS9XFOYomrvQTjLfLR5GX22RZtuMOW5/MC+27Cv34ywdObbHb52dCc3qItsEMdIecd41L2FTMJkPd9havMmTGcIp+qzvvgVZk9vxM0NohSnSDfm+PreD2KrKmPNBgJYZycIFbj18c/i5/vx16/D662xeeIRng5uRdd0Og49zomeLtLJG0iEndyeOsX1zTHiTB+HZYKfkZ/hy3yAWLc52Wjws8qdaHvfwcBlG6lVHHqHCkj5rKb+Yj6cryVn41Un545tu+Wv/OgnSKcShLHETqjoess0ado2iqIQlBXkrGBz3/9huusqlmvwZDHLjX1TqJ4NSegb/w5Hu6+FSKNmR+Rnltk2mMIv1tGdUzSiJAvxABllmbRcYFHbgBlCRpuhfNrm1IY9LIQJ3iq/yglvI8m2LCLjE0ZN1CBFuiuN1Gvo+0fxZQ4Cny+FW2lTJOukR355CuE2me24mSBWOGqVeP3iEcyCja6WqQ7lcedtiBUO08GuYifZ9GNUQ5cn9e1c212nEmnYosiTpW62Dwram/OYpVlqUwb1bDdtwRybfuTtjO57mm1XbqXQ2/Wy/ftaIucayJygCot6wyeKYspVH8dxcf2YcrWGoghypafId89Q10dYmGxiLA2zIQ5R5iWhFtJULCq5rUBEbbKI7UKuq42qkPhOA9fsJzbSeJ0mc2ofZX09OcXhuNLJyXiEhXQP2ekZUARL8XaEHCIIYhKJJNl8O9m+BEPJMnoDdCtNwgqZTA7Tnk6hprOk/TqWrmGkUnS6E2QK8/RnQCnYuBUXYQhEQ8NYbpKIawS+wNEFKCMkEzbtWRM1ZZObn6cU5zB1E8cXLBkJikESz87Rqy2QGF6PoQQUj01jJF4YMPr7Rc4ULfz1yilu3xFCnHcbz3eDNTnS2jAUsimLRMIgm7JIJUxyaYuUZaAgUGoLIE6w5FhobgOjoTIY1jCroCp1dHyW1E5ylsSWTfIGxKpOJfKJ3DJmOolI2TQyCuNGD2NiCBHVGAstltUe6p2d5BsLNKOQ2WgjRtxNbWkBFB0rmaR9MELMjqMteQSRgebMcsxJkSMAfLKLp5B6GmklSNZPYOWm2ZKo0uzsxC7PY6s+VlUh06jSFx+hwwwo58vUywMsNHw2Zk1Q2slMjjFZz5BXYmZrKq7d4AjDjCc7yNujFPZupn78NF0yIpnNAbxAAVoLpaj7nn0/3H3PvrHue/bFK+nFHJAF8AagIKW8CfhhLshB6OWxJuSMZICiC2QYEQY+kRT4QUAymUQKKG64gvGlgLm5cdYVIjr6HmG2fpzpsIQ1r9I/cZTlQ48TxAHtWwbRUkssHj5IZsFFGjmshftoXN1HIs4yPFLmwaZA03Tem57gJu8LXON8nmMbL8NSFdz5r1L278HLrueOsRS1+jOUplWmuvewmCuRajzNSW8z62ujKKN3sDF7kuUd11JrXod94nEcPYPyeIPk175FtH8bYuMOdBy8kSkUYsrRNt7CbQwPP4q+5wBtW9sIcwnWTX2S4xt3MV9z6O+8n+2ba6T9FFsH9nHZ019hNvtefD9CP/rXmLfc9IIwNGtlW18h4gtOcLtIgkZAWgih0ArkVX+Z6y8Ia0LO9nwa2zJIpWwStonnBaiKQhSGEMf03f13HMnvxOu/kvbGQ0w/+Ta29fayp6NB+oF7+UR4LWrPLobGH2Hr6b9FVzIM7t5Ar3svf+tu5aHgbYSPLuD3TmLYET9ylcHpvYMs983jWuvwEzvYfc8/cbrRpDT8Vvand/D1SsTG+X1MHtvIJ55KcPzrD1E/2c5heTXW1glib4nunZdh2gFG74NkbnmI4AffhHdticLSM8yP/Dh2DjaLf2JmoId0uZ/uwdMcnz/Csd4bINgA+e3E+iTR6DM8vjzC6xofI4okYzNXYVSPU+uaI/b7qL71ajYX/4SDd3yW++WPsXl771o8hvNhLbySHqJ1KNZR4B7gfKf/fVdYfW19+x75+7/weQxTYmgajutTaziYpomiQFdXAd9dZvb4o9yYfYLPJ/4dYSQ53mjwnvktzK5b5JRf48pjI3xn0yi9BZvlOOQj9b9nTtmNaUKb8yRTu29BE8NUEi5No0S60YkR6ri1gwRhRNtyEt2r4D86yuim7ah2J2FznqC5xOK6N2HrGicbdTSh8M70PG3eBB+t7OY/FZ6g0bkBr8Oj54n7+UfnQ8QyZu/wM5T3KxQ2jRDqFeIHX0c4dA92Wx69ewE1cTPNk8cIKlUWJ49hv24bTGpEC3Oklt7Kuu23UXKTzBQrXNM+yfzwLcwsltm4eS97r1+Hojw7jZ8Pq2G+7L5nX8yL71aSc7fseUWD1UqUOUNK+VtCiE5ae872XGyspFU3XwIgYizTBFTspIaiq8QSZCzwg5gwcYTC1iFOx4O8sXIvnwlu4P3ZCu3peynNVzBzu5nfMUdCaNzqfI17rHfwTe3DzIYxoinZaw6ROBWxy3yQEx27McIOVKVMz9xhFuMeIixur/VhKpLtm/vJO2WW4nkGVBvZsZE9ysNIp8EOewOoKu3NY9whbuLWtIcb2niFgHxbF5Pdb2PwxCTJAQ1jsY3+QpN8+WnqWp6FDSeYNIbY3TWDZfShq4tEHTUOVDsZGjGw6pLHmik68xsI24rc620mUHWu7pmmaReouFWcKYfO15lnifk9wgQv7pV0MbGSTGB+5X0ZcDnnkItXgtU3X6qCSqVGpdTEc0M0FOIgJvRCEqbZWrvzu3E9n3LgMq90Mmi7tAXTTNd8olQ/CU1jnTiIJhVG403UmyGFXJ1OEdKtxOht/fhuzKLfSbpUJg5qKGWXctDJRNhNUBkmo9voqk1vvsJCrg8z24Wn6mSMMk1vE41oK7NRijnPphbnSfsVypFCrOjosc3yvE9TkbSpgrSnsqS0sWS1s0w3c3E3bcZpMskQYotaxSX0SuihQkaG6MTEFY88MXmnTtXwSOk6aghTUZZRP48f6ahZk1x7a1vGyyk8qzjDrUWspD8BblmJlXQf8IdSyspF1AeswcipKIKEaRFFEPg+YdiyryeTNl7gkurKE/kZTKUKIqQZ5+iNqmi+Q8XLYuRNbKfOoDHGybCfkt2B5tdJ6cvYyTYShobMp2jMe1TcBClZJTAj7KUqJa2Do1GeVK2PVGKZZhxgB6dZsDaQU5PowWmSYoaxxq0Eeswxt4QqIZOM2eZP8RV/K3sJUSoGodrAD8rYDohFlSNWEkOk6ZB5llzBBuVxenNZ/KZFyDJuJEgWE2yrVphmDtVMsVsUsctL3G5muDFeIGek2B+kUQLBzlyK9EYP07bO25eruT3jDOZu2fPP3ffsg3O8kuZu2XMxJ7gVgfesRvuei1UnZxRJYqkQhRFCbQVUMHSNKJQERHhOiJ7fT0IZoD6fojR+gjD0ONV5Lc20yg+HH2d2ehPz+U3sWnqSgXVHqST2Enp55ncHOEFAMlggdUUvfY99gqPdb8SsGuQ4So/3FIeSP8szHbMcL9dIqhrT2ct4c/AQH61fzS9aU4yyhfvUGZphxLsZQYsFn/Pq3Or47M0uM1YxuPOYwc9Ux8laFj25x1FlwOX+TTh+xLXGN3igdh2HU5fjH5mk/XIfxV+HpiRxRk7TOPJeqkNzzEuHn/T/nEnvct5ZGcecH6X4lgx7j/fgeBFhj2RddSe6oV0Q+VaboHwfeCWtukK0ZeMu+T9/8zaCQOL4IbomiRUBsSSVTGEmNDS7gtZ5gMOfO8F4z9tIqiE/4P01Us/wYPrDHHd0jtfq/H7mfur6OgreEzxx/Q20OYNEYUg9O4utJ+mdBvPYd0j7R/kb4z+SEirHmnUiJD+VGiVDhT8s76ZNN1mfSjDmNPll70/5x9SvoysqJ5wGP3f4dpY2/ihWsptg6//hGwevp0PVmfBdflv5S/7B/GUsHbb0PMDioxFb1g2QC46Tah7k0Ib3IoMcWGMIw8c7MYDXDEhtnWTj6DTH5LUUS0ukZn6A4ANPYpVDdk1+kX2D21DK13PjuzeS7Xz+pjZ4oYPxc9+/lixEq2++3LpH/tGvfh4/jHDdEF1rHZZl6CqqaqCpKmNPf4rt791LOAOFsTv478H7uFGWyOgBV6nfwLOGqCjDJMNxTg1k8eydZDWLRnqBOBTkvS6UXMzOg59kutxPLR4hPjZO9/Aon+In0TWVUbeJicJQMkFTSMYaDX7OeBRf6yQXHOWjwdv5ycwYpgjwHz/J7Ve/jxuSJTqXnuJ/Nq9hQypFUlc5VW/wvm0nSC+ayHqVgvs0DbWfxcYwytQc7ptt2hcMAjXDZysD/KzyFY76lxHEMZfr9/Lk7K+jDdbxNp6m/1MPUbzlGpxmyKZtO9j9uhdu23kxQj73/SVyXgR277hM/sVvfZXlagVdVQgiSRAEqEorDlAikULVi+RGlpm4b5bhgkpTtFEZ34uXvQ87lSf2G4yIQ0x070aKNGaiQdiWpKOtg6AUUqWCruhsNgPmHz7Op5u76Nc18rLKoPM0pxudFHNbacbwZuUufL2NaXMLY55Oz9Ihmt3bqTQVBhqH2JovcTDYy0KqnXro0q4GpBWT7rmT3F/YyJ5CjYEBhcgvMftUk/akgk2V0WWdwrp2Yl2nu3gUEQZMqJvpVMrcXhvmDep+FpRBRut93Kh/GyfTg12VKNoS4+Jy3vIjO8i2J8/22/nky9cyOVd/EV6AaYJlmYQIFEWQTFjYtoluGC3be7qMlBbptk6iEuSUBTKdU7TlDMwuMPptml1bUQ0Tobh4MoUZpIhESEiI4llowsAZn0XTdbZZLoPKNF61gqYnyGdMpK2h6Aqh1YMGpKen6GlUSVsZ2lkmMlTURJ5S3IEXNsl4RdoNSCZVKpEgY/n0KE16oiV0W6LqCTQrwdGwA9vS6WjPYGkeOWcZFJtASdAWzhAFLnlLEifShFKFnEBaGYxFj1k3RJJn04ZeUln7+d32GvXZfCmsCTnDOCAIo5Znt4yxLI04jjANEzuho6oNmqUQ1TSImhGEFYLkIrGmoxh1BoY04o4+hIgRepNY1VDQWF6s4kYOpmahRoJgdoowhg1yhkE5QZIydiJLf0HBiT1Uzce3OlEVhVRpnr7KDKqSoDccowIUOiwaVgepaImcv8CQskRHosKUH2FkA/ZoC+TdKcKoQmNSRUrBqEyiKR6FnEKqXiJRPU45tHGsXtJ6iYRSZmu6SjHVjrM0hh/HjMfbCIsedc+hnLyMwnASRbswIr6WSbvq2rqqCTpHcqhzHk7dJwoiDMNAUQz8QOKHEXJxgOr8QZzqMj2XbaUYruPrUxamqvDWaAm7Oc5yh0BVOyAooCmT1FJZkrUOgjCm1jNNal+Zo8EunOoS11j3UbN3srEzgfvUCXp2FHmLthcNh1zlCepKH9H2DRSCcf5bYwMbxXUM6hHbwrt5sDRCun09nlNje+ULfML/ea5MlLHdMZ6ZTdE5uI3EaZPMPXcysCciVbiJmXwXQpvhgfI15FPXcLLWoFEJec9gEhWfhScPcKDnVvoH+wi8gDu8mMGBy8kLwRtu6qJrQ/q7ItxaLCmtJoQQBi17/QigA78kpXzsoutddU/4jbvlZz52D54Xo6NQLDsYmobrRYSRRFUkhqGhGwLfly2lSVWIYomqCMI4JpU36Gi3mB1vgBAIJPmkTiwlni7ZfX0bqiZ49BsLhJ4kDGMCP0IChqGiaQq6oaCpCmEoCWOJpiuoKgRBjOvHJC2VbNpAAtVaQBDG1Bs+tq2jKGBoKrEiaS9YVEo+1aqPoiuYhkKkCXKWxsKiQxxHWIaGoqo4bogAojhGFQJdV1EFeG5IpeKQsAW7b2qnd332vER77vM4NyzNyih60TLnbY/Ov2D35Xuv6bqYbcE/C2yQUv6qEGIE+OJLhWa/UKz+Omcoqcx7JJI6Tb9Js1EnNlOoqkoYxihCgIzw/QjPk7iOR6TrxFHYCs8dh/gNwVipjoJOEAZkMzbFag1T18nndKIoRCgK+Q6d6ZNVhAhJWCq1RoTnqgQKCGngxxFCU6nXHFRdR1UklmkSOB5qKkkj8AiaMU3HxzQNkCEyUqh7PumEjVN3MVXw3IAoCnG9iMjUyHclqNVc/MBBNcD3YsJYghTEcYRtW7iOSxQoSBmjILCNGC0hMFMqMpaEUYSqKkRRfDZVVlJNU4gjiVDE2YOyVuvArBViviBW0m2PznMRBN0F3AEgpTwlhOgRQuSllKWLaeuqy5xxLHG9kOWSgx+ENFyPMIoI4whNF+iGimEpqDo0HB8/CgnjGCkkQRwiiVtHSocRoYwQiiSOI2QUE8Uxy/Mui5MNAHrW26BE6LpAMwSqIVA0iR8FlGsODddHRiGGDpomqTs+zcAjkQBdl4g4xPNDwjjEDQKkDJFECCKark/TcVks1mk4LlKJQcSYtgARUW+4RGHM8lIFNwzwIx8pYmIZ0vQ8/NBfOcrbhzii3myw45pOUlmLKI6JYkkUtY7DebE0jOJWH4Txc17RajyitfBKOkDLpxMhxNVABy17+0Vh1ckpFEEQRZTLFapVD001qFTLSCmJJaCGBHgEoURTJMlEEk3RsAwTz/VQhIYqVDKpNHEUkrRt4ljQUcgi44AoisnmbQxLa4W6IcLUbSwjSSqpEUYBlp0gmUri+TFLpRqamUDTLWzbIvQjNCuBbZuISKPRdBGqQSgFViKBHweksgl0XSORSiEUiBWBphmtdVq9NbolEzbpTIpCLoPn+whhYNsWtmWiEJPLZbEsG8swqNVdCu0p2rtSZ0dFQ1fRVl6xlGi6ir7yct0AKVfEH13F90OiKEbXV2WiW4tYSX8HhEKI+4BfBE4CFx3Ma/XJKUDTBJqu4gcSTahYtoWV0GgrWCimQq3kUi15BH6MaajYto4ETFNHVQWogjAMURUFzw8oZI2WHCcFqiZJFQyklHiNiExXkgjwlZg4lMSRJJHSKHSb2AkNIVryrK61ZFApW6LH3LxLsR6AIjB1FdvUkaLlG0AMuqbAyixw5tg/XVNQNEGuyySVMTAMFUPTMXWVhG205GNVoCgSCa0YpapAxjGdvUl0S31OR52nA6UkiiGOzpzm1joVL44lq6QPrcUJbm8B7pRSvg74c+AJKeVLRsC+EKx+xA8EUehjGCphIHEcn3zOxtYjOtdbNIoa9UUXP/ZJ2AbVag3LNAnD1kK96zRRFImIQuykhdtw8JoapyeWKeSTbNiVJ4ojvLpkerSBW4moNX3SoU4kJcmESa1cJ2jqiDgiCCVzc0t0d+YIwpB00qLZaKBrBm6jiaLoNKt1TNvCD3xUVcOpNQmiAC8MMHUbVVVxGk1URaFeFXQMJGk4dYpFl8DxME2TWq2GbVlEoY9tWtQrVYQQhH6IberE0ifwW8trqqrge2FL1lxRBIMgQlUFUdQ6PCGOJb4XEsuVHwoCz7vo5w0t76MXi5V0MV5JzwD/tBLh2AV+7CLqOos1CUeTtG0iKalEHrmcTrbNJt9v0d5j0pgJMC2TGAXD0Fac/hRkLFB0jbSlE4YS3dAZ3Jxl+ZSCpuq0t2cwkjptfUk0XaU071BeClE1BVXRQNWxtJW6mh5CaGg69PWk8FwPUDH01nblOJJIBQzTwNANwkAQRYLAkyimaCk3GrS152kWXXRNRWittoZBxNxogziWWJaBZSmIWAMfQKCoKhJw3LB1pqWiIIhJZc3WKCpbholYChRVIZbRs6miEMcxmioIZLwSWa4VRWW1FlXee03XP9/26DysorYupRynddLKqmJNnI1j2Tocy7ZMTE0ljlSciqReDPGDGCQkbRNFCDRVbZ2RqShEMRCrJE2BbWkYmoIidPwQEgmLXI9OMtOyMlXmImzTbC0fJXSEIloPNZQIdGQMpmFhWBqqqREHEqcZIBWIpEoyZRKEGlZCw222grbato5QBcQWs3OL1MtF2tvzSDQsQyEOJZqh4TsS14+xEwbZXJI4kjSbJmEYo6sWMo5pK+SplJtoAjQR0L+xDVVVUNWWJGWcSQ3tnLQ19ZvqmuygATijlb/qvZLWhJyu65NMmBhCIAGvESKDGMLWyKqqCjKShEhkLFEUiOLWITHVhktnPoGiC1SzFXg29H06R5IMbE0TR5LSvM/cdAMiEIrSOkbbUImiCM+LMHSFwI2IifFF2LJWBRCHEkUV2KpKo+GTShoEToymqKi6gudHKAiaQUAykyWha1iWhvf/t3cvoVVccRzHv78YH0jrI1KoRdGFiLiwK1e6UJRi0X0pgmjBF6J1kYDpSlBR1EU2FloouHLRVSkVtUTa+ohFqxtFRBF0E5BQoZRI9Cbz7+Kcws3D6E3uuTmT+/9swtxM/ncy/ObOzJlzz6kM0d9foRVBiygKo6gUVAaG6HvxijmzW6m8GURqYWCwYGioYM7MGSxqm8ub14N8uLCV2R/MQgzvHv6upqGRbdC5NsKnUvdGeEl9wPO6FnXVlpnZR+9erfzqHk7n6iXdhY1zk+ThdNlq6nBKao8/t0jaM8565yVtqVr+QtKpRmxj2VTvG0mbJN2TdEfSiVprpfneenm0A2fN7PL7rByHW7lCaNPrSrhdaXV3juqVxOaTk50ga9i+UWha+BbYaGa9kq5KWmtmd963Zqk/OSWtlnRd0u+SfpX0jaRLkrol3Ze0P663UVKPpD/iSGiLJZ0E2iR1SdpZdbSflnQzHu1nqt/PzArgc8J8O+UUgjlqrKT4+oSNsW9WAr1m1huXL1FjQ32pw0mYk/OqmW0ATgEFMA/4jDAFd4ekjwk76sv47PchsNnMOglTkxz+v1jsNPvKzNYB6wlTeA8TnxmXefD2ZDO4jdg3i4C/q379D7CglnplP613Ae2SfiQ8070F9MSjuF/SA2AJYScdk/Qv8Cnw5zg150n6PtabmXLjp0iSGdzG8BKYX7XcBvTVUqDs4dwF/GRmdyVtB34AbsTrnbnAauAJcBFYSpgr/pdx6m0FFpjZV5KWAfuSbv3USDFW0lgeA0skfUIYR2kbsLuWAmU/rV8Dzkm6DhwEOgkH3G+ET9HjccyeC8BfhGDeBg7Ev38q6XRVvVvAGkk9QAfQLelQQ/6TxkkxVtIo8ez1NeFa8zbws5k9qqXGtHpCJGknsMrMjkz1tmQtwd16Ch5Ol61pFU43vZT9mtNNYx5Oly0Pp8uWh9Nly8Pp6mpkjy1JM2I/h7ePL/4WZX9C5Cbgu2dnRrVz7l3eUddeSfG17cBRYMWEanpTUnOJwRzre+u76xDQVmAHsNLMjsTAthBGAFllZgO11PPTevNpVK8kzKyYzMgfHs7m06heSZPm4Ww+KcZKSsLD2Xwa0iupHvyGqAmluFtPwcPpsuWndZctD6fLlofTZcvD6bLl4XTZ8nC6bHk4XbY8nC5bHk6XLQ+ny5aH02XrP4/DHKJVBIr2AAAAAElFTkSuQmCC\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "resolutions = (0.1, 0.2, 0.3, 0.4, 0.5, 0.8, 1, 1.2)\n", "with rc_context({\"figure.figsize\": (2,2)}):\n", " for r in resolutions:\n", " sc.tl.leiden(a30_0_celltypeweightads[1], random_state=42, resolution=r, key_added=f\"leiden_{r}\")\n", " sc.pl.spatial(a30_0_celltypeweightads[1], color=f\"leiden_{r}\", title=f\"Leiden ({r:.1f})\", return_fig=True).savefig(f\"figures/s5_leiden_resolution_{r:.1f}.svg\", dpi=1000)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": { "scrolled": true }, "outputs": [], "source": [ "a30_0_umap = a30_0.copy()\n", "a30_0_umap.obs[\"segmentation_labels_c2l\"] = a30_0_celltypeads[1].obs.segmentation_labels\n", "sc.pp.highly_variable_genes(a30_0_umap, flavor=\"seurat_v3\", n_top_genes=2000)\n", "sc.pp.normalize_total(a30_0_umap, target_sum=1e4, inplace=True)\n", "sc.pp.log1p(a30_0_umap)\n", "sc.pp.regress_out(a30_0_umap, ['total_counts'])\n", "sc.pp.scale(a30_0_umap, max_value=10)\n", "sc.pp.pca(a30_0_umap, n_comps=10)\n", "sc.pp.neighbors(a30_0_umap, n_neighbors=15)\n", "sc.tl.umap(a30_0_umap, min_dist=0.5)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "with rc_context({\"figure.figsize\": (2,2)}):\n", " sc.pl.umap(a30_0_umap, color=\"segmentation_labels_c2l\", groups=(1,5,8), size=10, title=\"\", return_fig=True).savefig(\"figures/5b.svg\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "(\n", " ggplot(a30_0_celltypeads[1].obs.\n", " query(\"segmentation_labels in (1,5,8)\").\n", " join(pd.DataFrame(a30_0_celltypeads[1].X, columns=a30_0_celltypeads[1].var_names.str[17:], index=a30_0_celltypeads[1].obs_names)).\n", " reset_index().\n", " melt(id_vars=[\"segmentation_labels\", \"index\"], var_name=\"celltype\", value_name=\"mean_spot_factor\").\n", " assign(segmentation_labels=lambda df: df.segmentation_labels.cat.remove_unused_categories()).\n", " groupby(\"index\").\n", " apply(lambda g: g.assign(rel_mean_spot_factor=lambda g: g.mean_spot_factor / g.mean_spot_factor.sum())),\n", " aes(\"celltype\", \"rel_mean_spot_factor\", color=\"segmentation_labels\")) +\n", " geom_sina(scale=\"width\", shape=\".\", alpha=0.6, size=0.01) +\n", " labs(x=None, y=\"fraction of transcripts\") +\n", " guides(color=guide_legend(title=\"\", override_aes={\"alpha\": 1, \"shape\": 'o', \"size\": 2})) +\n", " theme(figure_size=(6, 2), axis_text_x=element_text(rotation=30, ha=\"right\"))\n", ").save(\"figures/5c.svg\")" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/plotnine/ggplot.py:721: PlotnineWarning: Saving 15 x 2 in image.\n", "/home/kats/.local/lib/python3.7/site-packages/plotnine/ggplot.py:722: PlotnineWarning: Filename: figures/5d.svg\n", "/home/kats/.local/lib/python3.7/site-packages/plotnine/layer.py:324: PlotnineWarning: stat_sina : Removed 19 rows containing non-finite values.\n" ] } ], "source": [ "(\n", " ggplot(a30_0_celltypeads[1].obs.\n", " join(pd.DataFrame(a30_0_celltypeads[1].X, columns=a30_0_celltypeads[1].var_names.str[17:], index=a30_0_celltypeads[1].obs_names)).\n", " reset_index().\n", " melt(id_vars=[\"segmentation_labels\", \"index\"], var_name=\"celltype\", value_name=\"mean_spot_factor\").\n", " assign(segmentation_labels=lambda df: df.segmentation_labels.cat.remove_unused_categories()).\n", " groupby(\"index\").\n", " apply(lambda g: g.assign(rel_mean_spot_factor=lambda g: g.mean_spot_factor / g.mean_spot_factor.sum())),\n", " aes(\"celltype\", \"rel_mean_spot_factor\", color=\"segmentation_labels\")) +\n", " geom_sina(scale=\"width\", shape=\".\", alpha=0.6, size=0.01) +\n", " labs(x=None, y=\"fraction of transcripts\") +\n", " guides(color=guide_legend(title=\"\", override_aes={\"alpha\": 1, \"shape\": 'o', \"size\": 2}, nrow=1)) +\n", " theme(figure_size=(15, 2), axis_text_x=element_text(rotation=30, ha=\"right\"), legend_position=\"top\")\n", ").save(\"figures/5d.svg\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [], "source": [ "with pd.ExcelWriter(\"figures/table_s_endometrium.xlsx\") as ew:\n", " svg_full[[\"gene\", \"pval\", \"padj\"]].to_excel(ew, sheet_name=\"SV genes whole slice\", index=False)\n", " svg_byregion[[\"gene\", \"pval\", \"padj\", \"label\"]].rename(columns={\"label\": \"region\"}).to_excel(ew, sheet_name=\"SV genes per region\", index=False)\n", " go_enrichment.rename(columns={\"region\": \"region_name\", \"label\": \"region\"}).to_excel(ew, sheet_name=\"SV genes GO enrichment\", index=False)\n", " a30_0.obs[[\"segmentation_labels\", \"segmentation_labels_names\"]].reset_index().rename(columns={\"index\": \"spatial_barcode\", \"segmentation_labels\": \"region\", \"segmentation_labels_names\": \"region_name\"}).to_excel(ew, sheet_name=\"segmentation (counts)\", index=False)\n", " a30_0_celltypeads[1].obs.reset_index().rename({\"index\": \"spatial_barcode\", \"segmentation_labels\": \"region\"}).to_excel(ew, sheet_name=\"segmentation (cell2location)\", index=False)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.0" } }, "nbformat": 4, "nbformat_minor": 4 }