{ "cells": [ { "cell_type": "code", "execution_count": 1, "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(), text=element_text(family=\"Helvetica\"))" ] }, { "cell_type": "code", "execution_count": 2, "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": [ "data = sc.read_visium(\"mouse_brain_visium_wo_cloupe_data/rawdata/ST8059048\")\n", "data.var_names_make_unique()\n", "data.var[\"mt\"] = data.var_names.str.startswith(\"MT-\")\n", "sc.pp.calculate_qc_metrics(data, qc_vars=[\"mt\"], inplace=True)" ] }, { "cell_type": "code", "execution_count": 3, "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(data, min_counts=4000)\n", "data = data[data.obs[\"pct_counts_mt\"] < 20]\n", "sc.pp.filter_genes(data, min_cells=100)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "99f3848941424677ba5eb9f373c0a929", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/12682 [00:00\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0msvg_full\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0m_\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mSpatialDE\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtest\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0momnibus\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m 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\u001b[0;36m_call\u001b[0;34m(self, *args, **kwds)\u001b[0m\n\u001b[1;32m 922\u001b[0m \u001b[0;31m# In this case we have not created variables on the first call. So we can\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 923\u001b[0m \u001b[0;31m# run the first trace but we should fail if variables are created.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 924\u001b[0;31m \u001b[0mresults\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_stateful_fn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwds\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 925\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_created_variables\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 926\u001b[0m raise ValueError(\"Creating variables on a non-first call to a function\"\n", "\u001b[0;32m~/.local/lib/python3.7/site-packages/tensorflow/python/eager/function.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 3022\u001b[0m filtered_flat_args) = self._maybe_define_function(args, kwargs)\n\u001b[1;32m 3023\u001b[0m return graph_function._call_flat(\n\u001b[0;32m-> 3024\u001b[0;31m filtered_flat_args, captured_inputs=graph_function.captured_inputs) # pylint: disable=protected-access\n\u001b[0m\u001b[1;32m 3025\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3026\u001b[0m \u001b[0;34m@\u001b[0m\u001b[0mproperty\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;32m~/.local/lib/python3.7/site-packages/tensorflow/python/eager/function.py\u001b[0m in \u001b[0;36m_call_flat\u001b[0;34m(self, args, captured_inputs, cancellation_manager)\u001b[0m\n\u001b[1;32m 1959\u001b[0m \u001b[0;31m# No tape is watching; skip to running the function.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1960\u001b[0m return self._build_call_outputs(self._inference_function.call(\n\u001b[0;32m-> 1961\u001b[0;31m ctx, args, cancellation_manager=cancellation_manager))\n\u001b[0m\u001b[1;32m 1962\u001b[0m forward_backward = self._select_forward_and_backward_functions(\n\u001b[1;32m 1963\u001b[0m \u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;32m~/.local/lib/python3.7/site-packages/tensorflow/python/eager/function.py\u001b[0m in \u001b[0;36mcall\u001b[0;34m(self, ctx, args, cancellation_manager)\u001b[0m\n\u001b[1;32m 594\u001b[0m \u001b[0minputs\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 595\u001b[0m \u001b[0mattrs\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mattrs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 596\u001b[0;31m ctx=ctx)\n\u001b[0m\u001b[1;32m 597\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 598\u001b[0m outputs = execute.execute_with_cancellation(\n", "\u001b[0;32m~/.local/lib/python3.7/site-packages/tensorflow/python/eager/execute.py\u001b[0m in \u001b[0;36mquick_execute\u001b[0;34m(op_name, num_outputs, inputs, attrs, ctx, name)\u001b[0m\n\u001b[1;32m 58\u001b[0m \u001b[0mctx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mensure_initialized\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 59\u001b[0m tensors = pywrap_tfe.TFE_Py_Execute(ctx._handle, device_name, op_name,\n\u001b[0;32m---> 60\u001b[0;31m inputs, attrs, num_outputs)\n\u001b[0m\u001b[1;32m 61\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mcore\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_NotOkStatusException\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 62\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mname\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mKeyboardInterrupt\u001b[0m: " ] } ], "source": [ "svg_full, _ = SpatialDE.test(data, omnibus=True)\n", "svg_full[\"total_counts\"] = np.asarray(data.X.sum(axis=0)).squeeze()\n", "svg_full.to_pickle(\"ST8059048_svg_full.pkl\")" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "svg_full = pd.read_pickle(\"ST8059048_svg_full.pkl\")" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "5863" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "svg_full[svg_full.padj < 0.001].shape[0]" ] }, { "cell_type": "code", "execution_count": 6, "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" ] } ], "source": [ "vargenes = svg_full[svg_full.padj < 0.001].sort_values(\"total_counts\", ascending=False).gene[:2000]\n", "segm_default, _ = SpatialDE.tissue_segmentation(data, genes=vargenes, rng=np.random.default_rng(seed=42))\n", "data.obs[\"segmentation_labels_default\"] = data.obs.segmentation_labels\n", "segm_adj, _ = SpatialDE.tissue_segmentation(data, genes=vargenes, rng=np.random.default_rng(seed=42), params=SpatialDE.TissueSegmentationParameters(smoothness_factor=5))" ] }, { "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: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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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with rc_context({\"figure.figsize\": (2, 2)}):\n", " sc.pl.spatial(data, color=\"segmentation_labels_default\", title=\"SpatialDE2\", return_fig=True).savefig(\"figures/3a_default.svg\")\n", " sc.pl.spatial(data, color=\"segmentation_labels\", title=\"SpatialDE2 (adjusted)\", return_fig=True).savefig(\"figures/3a_adjusted.svg\")" ] }, { "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/scanpy/preprocessing/_highly_variable_genes.py:144: FutureWarning: Slicing a positional slice with .loc is not supported, and will raise TypeError in a future version. Use .loc with labels or .iloc with positions 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "data_normalized = data.copy()\n", "sc.pp.normalize_total(data_normalized, target_sum=1e4, key_added=\"scaling_factor\")\n", "data_norm_reg = data_normalized.copy()\n", "sc.pp.log1p(data_norm_reg)\n", "variable = sc.pp.highly_variable_genes(data, flavor=\"seurat_v3\", inplace=False, n_top_genes=2000)\n", "data_norm_reg = data_normalized.copy()\n", "sc.pp.log1p(data_norm_reg)\n", "data_norm_reg = data_norm_reg[:, vargenes]\n", "sc.pp.regress_out(data_norm_reg, ['total_counts'])\n", "sc.pp.scale(data_norm_reg, max_value=10)\n", "sc.tl.pca(data_norm_reg, n_comps=100)\n", "sc.pp.neighbors(data_norm_reg, n_neighbors=20, n_pcs=80)\n", "sc.tl.leiden(data_norm_reg, random_state=42)\n", "sc.tl.umap(data_norm_reg)\n", "\n", "with rc_context({\"figure.figsize\": (2, 2)}):\n", " sc.pl.spatial(data_norm_reg, color=\"leiden\", title=\"Leiden\", return_fig=True).savefig(\"figures/3a_leiden.svg\")\n", " sc.pl.umap(data_norm_reg, size=3, color=[\"segmentation_labels_default\", \"segmentation_labels\", \"leiden\"], title=[\"SpatialDE2\", \"SpatialDE2 (adjusted)\", \"Leiden\"], return_fig=True, ncols=3).savefig(\"figures/s3c.svg\")" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "resolutions = (0.1, 0.5, 1., 1.5, 2., 3., 4.)\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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+Z7XJs77LEy3BR/aNshBB2IiIWjFKLfakuKz3xCv68rsfq26K3HD9DeaFgy+9ZuTg8lfklVb25QyTV2taEik+9sBRvIWQp+cafLCvwGNjCww4DgXL4ulWwHtdj6fCkDWuQ1FK9gYB3+N57AtDhjyHbsviqWaL789leL4V0mVZ9FmSp4KA7ytkeLHZNk96bYun6wE/YffijPag3Qi7FBKf6cbdMUMymkf6Cp1tos704G2bQk8VEY7C6WrRON6Fs2UKMVskNhFuV4v4XB8zN57iSBJhS8FG2+YbjRbfk0lxPIwwBrb6Do/WW7wr7XE2VqANmxybx4KQ7/FdziYKz5LsyaX4YrPFr9+1kfzmIrmB7CtC9pf6W/C22257y5giV8XGfu75fa/54ntlt1/C5USfTtllUQ04dmiCoy9PgwZVC1D1GFtaxJYkUBqpDZHW7SGoECgMniMJEoUxAtuSDLZyzPkNAqnIKQ9f2ziRxUy6QXctTS0XYccWnrGoZloMVPIkndeFY0sipRAKXNfC6ghSI4xwhURKQZxobCGIlMYV7TGFIyRxotHGoH1DPRORhJqi9plM1RloZGmmYhKjycYes+kG3XWfmhXhSMmcbCAtgSslQZhgWxa5lI3nOmQtyZqdXRTWF1g/XFzWfcsHk/C2t5CNfdX42GKJx9DBEkfk0qFZ9m8psmIWv7z0WeSQKKU5cGCC0VbCofkGcqzC11sRsRCcDyKOBCGuEDwVRWghmDaaE0mCZQT7ohgjBTNG4Yx3UWx5PNsM6K/myEzncSe7GWpmcC8O0lfNkZ3Lkxrroa+RRl/swZMeIvDRU0W8jEBO9pJEgqhmE48XyGQt1GgPQVNAy0NNlvB8QTzWjQptoqaDnilhpwz2xX56K0W6yl04o31sUyXs0X5K5Tzd8yWcC30Mt7J4FwcZaHZRqhR4KUkouDb7w4iGJakL+PpCg7gW8uBsleeOzfLki+MkUbJkAy7nBH67WthCiJwQ4u+EEI8LIZ4RQtyyGvWuumCrJAHamglh2iFBozsDwfZWGw1CX/qOxTJD2+m3SPhpf5cEMf/gD57i/vsP8fBYhSBKGIwNn5Jwh+Xw1XqDutYM2hafbjS4x/d4OgxoCsMax+az9Tp3+C7PhwF7RtYjCg2sIxv5saifeLyICi3s7ib66Dr08DTRWAEROvhDARxeT2rrAvF4Fhl6+GsaJC8NY22YQ0wVME2XpKtM84Uh9JppxFwBWj5J9wLBy8OINXOwkMe0fOivEB9ZB8NzRLMZvDiDu65G46U12OvnMZUsuubDwBzRwbWY4Tl0NYOupfkJPUTh6V38AzXMTee3cP25zfxkMsgn6w1uchxG5pu8uz/XYRd0+q+jKcxSn65cvI9t3/GTx7bvGDm2fYfubFdKgPqXwOPGmHfSnjv66ytuJFfBFLl+9/XmxZdfegNjlW/iOzFwbqrO2QsLzF6skWspLjQi+i2LSqVFa65J1nEYBdb4DjVtiKWgZEkm4phu2yEwmi21PhrpKulynkauTrrpY2Gh/Ii46uJmY4S2MEYi0hFJzcPLa5JEYGkLJxehaz7KjxDGQigL5bVQFQ/px0SxgdhCpENk08fO6DbfIxA42RhVcRCeQiKIWwIvn6BaHk5aIYUkbglMKkIGPokI2z7+WCLSIbrhkcoYokSjIgv8EC9OIR2FBIK6YaFrnskoYlfGZfPubtbfuwnbtbh8/NLu7ztue9uKTJGOEL9a5PFndxw/9qaCNEKIu4EzxphJIcTfBz5kjPmJN9vGRay6xnZcZ4nHsch1YHHfiA7hp+NwNYuckkvfL57bWAg4+sxFzp8sM1mN8D2HkVZM0oxZmGtxEYll24xhiBTUDMwZjYVgVGmUMTS0IV5wSEcOaiGN03DQiY1u+FiWwW5k27a4dhHNFK5n4TRybd5GZBGVXYIkIZz1kUZiKRtT8RBSk8ynSJTAEz5OkMFLWdjNPI7TvocTZHF8C13NYAsLFVvoWorQJFBJE7QEKrSI5n2wDMmcj2e52NJF1nMgDXohRdI0WMpGl9MYqYnm05jYIokkdrNABpdRrbjl3RtZ/45N2M6ljGti6RFf8pSsEKu+Mq8x5qmOUH8F+CTtzF0rxqr7sYVsa+LLIocAV3A/lqKLXOKFLEYQldI898wFPnF6lt3FNF22xX87McnPlHJ8enSODcKmaEs+FjT4iXSGB8MW612HLgT/s1bln9OPfWQt64otAqeJfmkTYvcInB3EKoVYhZDwhc2k91wkOD2IzgWIYpPm0xvIvG2U5rEerEyEXWoQPbOZ3IeewHQdRMdpRDiAKD5HeuAdmPwxhE5hBWug9AzS/mc0D/WR+XufQoZDxNmnSfXdg8mexElcqA4S3/d+/A99Hbd0EoxNprGe+t9+H/4to8RjXQhpoH+B6NktuD/8FUThHPHDP40cmEft24a7Z4x4PE8SGVIbK3y4scB/HyySWZvH8iQGveTBbgdjX+lEXQFWnd3XSVc3aYz5ASHEBuAZIcR9K6WtrropsueWPea5/fteUX6JebZEclnyS1/Z32OnZvnkUxe4uZhhvBUTBjHrAsWTFxbYanvMWdASsMl3ORhGbHUdasKwfXaQKFdFTJYwpRqe9olbAre3RTxdwOltYCkHHdioYg0zlcfubREHEkKb1Noacugg4YnbSAKJnXjYA2X0wAGSVg/IEOm2qM54OOlRVC1NqpjFTgPxANKfQLf6cFIRRlQJq31YqXFMWMK2NFrWMJV16Nw5UqKXMI4Qdg1RXw/5C7hJL7HS4C9gKmtRmTNYqohQKYJj23B7ayQzOZxsRJIovCiLs75Md16w9e9tw/btV+HUXNLUq2CKjPDq7L7zO44f2/Bm6hRC3A983BjzZSFEH/CUMWZFs2fgKpgiURh3eM7ycvMCCchLpkjnGHOpzBhBqxYxfnwB37LahCIDyWSN5ngDz3Nx0y4Iie/ZxBocS+JhI1WbQOGZNqlIGEFiDI5nYTkWvmfhuw5goQDXtrAtCykkRoMUEuwIYwy2p5GORhtNyzSRQhB2vA1SCEqlbnLFLor9a3C8NFKazuQIkHaCbL+GSPkuQoK0JEiJtMBKxfi+7JSLtslhh2gTkxCiRIAyEcILkRYI4WLsABtJpEAoizDUoARhS2MFsDBdp3yqCma52bHYx8uPV4yrkbvv3wK/IoR4HLifZVloV4JVF2zLkktcjjbTTizRLBdnfmjd6eglDnGbi220YfzFSf7LkXE251L8+clpRspNKtWIPyVmne/xhajFhDQoIfirVoNbwxKlQ9vYfH49sQL18ib87gBxfgi7lsN1LMJ9G5DFFvUjPei5NI4jaT29EVkKCI/34lQLuL7AbPosKuhCb3sAe/fXkDc8j7/9fpKwSHbgOG5xAqUdRN+DWPQg8seQmVGiwMHqfZC4nofMYWJ5BhN7qK6/wwRFRO4IpM+iEh8GvoxJiqjsMaz8COgs1vBXQOUx+ZNYxXNInYehBzFn7iZ4/HZM9hR6x37UU9sgHcJ4N2asB68YM//odaj6AC//gaE1Xlvq49ePGLw5dAaIP0t7KpfpbN/0wBHAGHPUGHOPMeadxpi7V2OSAVw1EtSrmCLt213GoV7sbN2Z8lSfb/Hxrxzn5mKWh8bK3FPKcvb0DHOh5jrP48k45G2+z7hS1Ixhh+PSdXo9cmAB3fCIAok3WMea6MUfrpI0XaK6hbemTjTShTVYwYQupuWge8uI0W6cO/ajRAPbb6Ibw5jsKeLGGnw/RlsViDYiUieJGkPYdoySC8QLa6mePYRfXA86IqzPku29jsbMEbJdG9E6olWZJt21jcbMUfzCWlQSk7RmKQ7vQPScxYT9aBLcdBkZbiZxT0HY257z4M9hgo0I7yxxsweBIdp3G87wAma8C5NtIIyGSoau3QHV02lKW6fYdO96Slu7X3O62DUS1CrhSq6IWPb/ood1EQLBQjOiW0MYJuzIekSzDVKRod9xCLVmk2WRYEgLgWMJCkmaJFdDYhB+jOtJBBLZ1UIJiO0Iu2BjjMQU61i2pGnP4aezWKUKpuXTijSO4xMGEkdodNSD6zjEicASRQwJYaOEahiMZYOdR8QameqhEWlSVgY/Y5FxsojSINlUniiJkXlBxs9idQ3h+0VaYYS2BTknQ0h3265XNlrmCSstyGQxoURKsEwWy2hMUsR1HJJqFisXEoVg+yHSbU9LS5wWzYbCysTY2iUzkO3wtd+K7JDLsfokqKg9S31RCxsu5QlZHKW3vSLtSOPibPDZcwt85isnabQ0f3VmhtxMkwcmKlyUgrowPBAH5KXNE2HIhNEkAC+vJZ3XcLEPt5XDsxzU0WGcrCI80w3lDJaQBC8NkusSRGdL+FtexN58BNZ+FbHtBG7XKazMNI4lMN17schi0seR/iRKAfknCMZsFo6+xMLJ0wQTmomXv4RIZ6F6gl3+GjZ3X8e2eZut/TewISyyUfeyqXsH2+Zs1nfvZFPSxQ57gC29u1g3IVGTHvOnD1O7cIpo0mL8pS8QT7hUTh5m/vhRGueBrm+glYv2zxG9uB3hKXhpI5EVwmQJa6aHYp9N45n1SEczdaCbuBm3TTou9f2V/Ju3Cq4OCerllwAueT3gFYTrxduGseL/+vP9fG8qxbkgpq40t0rBZ8cr3OunOJsk1DHc5Lo80mpxZzrFlFLcfm4zqbUVwtN9+JvKRFUXGTrEfQuIc/14m9rmiWm6+FtnUBu/gq5uRTh1cKuo6iZk6RCmvgXpNlFyAZpbkPnD0NqCsJpMPHeeXP9uqmMvkO/bThQ32entpN7l0l1OiLo8LAV2I6HV45GaalHLOsRBgtdSzGUtBhuaZt7BRZAKFc1uj+xsSJR3UErj1hMqJZfsXMDx5BRaK5oLF8gN3EBt6hADt20lijXmyXth7QzmfA/p/gCDJp7K4m2YJbrQzeGtZ+jJO/zDn74Jq5NL5EqTZKVeke8kXAUb+5aOjd2Zd3j57NLLpzAZiFoRX7zvGLZrd2blQjRdJ6xENDRYtkQZQ6IN0kj6whwtP6KnlUFYAkdKkG2fuEHQimIsW+I7Nkl+EhllUYUJ3EyCJWV7dpWAKDEgNca0Jww7jkQpQxQmqKrBsgVhJSFKNCnHppTpw7ENObcAUmASjXTak27rrYT5ekgSKhzXxpICaQy2KzGxAVuiEoVWpk2MsiS5rEfKtfBsibFAxZpaXKWaLKDjBC0kqBiv4CJzAn1hE2EAWcsn0Qm2lJhEEKgWNg6mx1DMtrj5g9twuzLth3uZCL+1JhpcBRJUx3UHS1O6FoXa6EsDx8XfU3W6QTeSp2dqTAUx9bkGX5+tg4ajJmFWa5TVnnmyRmTJTvdRmunCwsFc7MFKGYKxHKrmQSKwRvuQtkZN5HD6z6J6z2L3H0THNso/j3EWSIzG5A9jCR/889ipBeIkQacPkSzYVEZPUp+cIFGaxvSLdOeGGEhS9Oocwgj88RazjYTWWIPKWJ3JuSYbW4bhgSzbUi5bMi7DfRk2RzDYl2GDbbEp7bFuIMv1lkOx6JNqxARTTc5O1EiPNbFtSW+UpjFzDsuxmR/Zi8amfOEsVmoCe/gi1ulhEhTM5wknM1iuRp1ag5RQnOqlx7MQVvuRLk7sXXwebwlpXobVJ0EpBSwjuXc0JIZO1LGdQgGgvtBk9MUJfu/8LHtKGSYbEfsmKtzteHw6bLFN2swqxaEw5J5Mio/F08juOjJxUVMFnI1z1F8awO9vYSKbZKJA9roF9NE1ePfsBRlh58+h5ncjep/DigdRJoLMaWTtRpLsM8h4gCRJmNz3Io2jO5g99Q38zCBBGBPMH2HTjveytioxGYcoMejxBkeMom8hRGQcSnmPGzwXsyFP70KE8i2MJUjNBjQHM2SmWyS+hbYE6dmAYDDNYDUhW/Tp6Umxw7I46QjM+RqJLblh4B1sa/SzefsHqYztx1hZFg456PwBvDuOk5ztwXgRdi6icbyHxu4z/JU1zsAtc/TsGcYppPhOFebOKsrPCCG+f8V1rbYpsnv39eallw9wWRIbc7klYrRm71PnaZwrM50YBjIes4nCmW+gqwmT2lBEsCAhZVvYUjA000Otu0J3vYQWCZ4viVsWOtXCidscDNcTJGsOYVU2oLvOIXEIInDTIVIVcLyAWEmEsdCyiW5kaM5VMFigbJKoTixSNBs1NnRvwPIMfW4B5ViIyDBWblELFRuKPm7Gwe4kxDGWxI4V2rWRuj1YSwQ4SqMdiVRtfp2QEhElaMdGaI0UAiXAVprJWkSzlZBNOeRzDiKKuRCMk8QthBGkujPUZsrkspvBryAmN+L6hlYN5jNVbsx2se2fDGNl3eV0bJbvrgYf+7PvUq/I3fejj1qrsgaNEOL/Bv4j8BPGmK+upK7VJ0E5zlKuusVcdG36qUZrzfzpWY584TjHDk9S1obTYYznWpwuN1mYadBAcN4oXFsyZTQ1pdr5cipZSrFPXPEQykYpaE77+J5NWPYwoUUrVJAZI8nOYNwFtNUk5dvY6WksYROJWZANAIwzRm1O0ZyfIqxUUFoTVM5juS4qnKMgUqTtAn5Dt23qZgyBIpd2KEUGKSV2pHBV+4XvNRRCCuxWgh0opNY45Ygk0Yh6jGwmaKVxq+2pc3ZLYYcKSwi8akxfyWdTzkPXI8bnW/h1Tcp1iYMF4nCepGFozp2CwiwmP0Zc9bBdiZztptekqc2kkL7F8lx+LHmfzKr4RjpC/YrcfZ3yFUEIsY52fpFXW9b7W8aqC7a0OpwyYTqEHNMh4hjCKOJHPvkiL+mIUxgerzS5uSfDrx8eZW2sOGIMj4UBN+KSefpGei3JeZ0w9PJWZF+Z1v6N2PkIXc7QOtONv2GOaPf/xL/jKeQtX8G95T5EawNy6OtIk0P4C+j8AWhsIO5+GGkyaLtMknkRNbeB2eNfQDgZkmiB+QtP4XVvoz7yFQaGejk19xS95Yigy6F4sUEiBK6GtfWEesGhMNbAWECsyU01aRYdMhdqIMDSmuxUi1beIT/eBCGQypCZaNLM2WTH67RTpCn8sTrNnENmvImQgsGuFFsDw4k4YkO5wI09t3Nd4RYmTj1Ccc2NXNz3NWYO1alnv8zC/j68rXOEx4bY+AENkjaJSlz6GDr7S4OdFWHV2X3L8AfAv2KV5kSsvlfkllvMc/tfOTXMGGiWmzz8VwcY7fLp81zSts3phRa7fJdDJ6Yp2C4YGDeKzcrltB3ztrAPKQ1RJY3VW8Np5DBeAnZCOJ+idNMFAncMFbnYIkXsTmNFazDeLI7wMcpHO9NY4TCxPUNwURALj6Q6iZ0dJmpOY1s+ifCol0cZ3rid8uw4juWQz/ey1uomyjqIesJ4JWAu1GzOOMiST1oZjADp2dj1iChrYzU7BH/Xwm0pooyFExsUoG2B21QkGRvdanNPlC1xGjG66GFF7XwpsQ12PWYsUchIU8o61EWAH0gmxAwmaQCaYu8mNt25ERePnuvyS7kOXwsrdfd99l1qeTqYyx7vjz5qvWklKYT4KWC7MebfCSH+Avj0t50pEnUCNGbpbXgpXW9ltEaxKw1IpJREiSZWGj3fItFguRa2LQkB6bcJR0JJbEtiCYnnSqLYIIVEabCMpNZI0CZBa00YKyBuRxpNghCQxBpNTJwYjEoIGhEihjBsEUsboxJaYYhtW2T8NnFIqwSlNa0wIAk0sUmQwGDRp5ixadRiRmcatBoxJAalFZYGIwSWAHsxQ2zSSUaoDZYxnb+nnUHWlQJbtgNWlmln0FKR6qRKBscI1nSnyPsW8+WAOLbJSxvf8dBxhNER0gQUutP0bMstmRqLAS+W+p3VnBd2tVbmvQd4lxDiMeD7gf8mhHj7SipcfVNELLr6Ltl17WmMhkq5xX84PUsBwXPTdR4cXWDAtviN8TmKGZ8DccwjUcCQtPjDRpXbFgaIpvM0TvWgs03qT28knZGEU2nU2X6cwSrW5i+DsZG5Sey+A8i4H9P/IFJYNMUopvQCca0H1fcVysdbNKqjzJ1/HKt3K793/QCeY6GDGabOfJ1Ne65n7NDf4qVs4uYUU6e/zvFghBf2fhQM+JFmZwzZwTQ3tAyVRkx5poV/ocG8LSiO1NvpyEJFYbJFmLXJjtSoVkPmZ1rYIzVmpSA9UsdEGhEZilMBUd6hazrAURorNuTHmgRpi8zFBgXLYiDrMTyfcCFRbKvkiVplgkaDKExz7rlRmvNNBCxNx1vysAqWptyZ1TFFrsrKvMaYn+sQoO4Fvgr8G2PM3pXUedUyQV0+j7d9cPa5UabP13i82mRd1scxcGCqxtvKMS+lLAZtG5EYDgUB7zUF5FQ3IhOBm2DKBaw189jlEu6eZ7FMhsAfQVS3odMX0XGaOPSx8xeR9W2Y9CgmSWOZDJMvHyPdtYugOsKxLbeyxnY4lJPc3YIjHtx05CBkihRTE/RtvoWRQ4cJWuD73dRmjpHu3YWqj+OnU6RyPZSnjrJ507vxm4Z6pJiNE/J1xZQr6JdtSq1J2xQDRSPvQCWk0oq5WI/oCjWn44SNGY+UZ5Mu+vQpqKUtUpEGAYEtyDQSgryLE7UH4YlvoWZbjBrFcNrFEqAKLvmGwuwssfbONdi+tfhYX9UiWY3I49X0iqwmrhIJqpMPF3FZXD3TnaZ2rsyA7+IYgSNgrTKEjk0JSUpIjGVY57lkIpcoHWFshbQgSjVxlSSxWkRzaWwvJolyEIZImcbCxbMsiLuxHIFWeZqRwDQ0wi7R8NJYmS76PA8SQ2/LkBhBT5hg2T4YQarYz+xEHT9bQCURAoPlldoZK6VPFFmoWoimwHylSreTw3YtBrIOjp8gHYlpJMy2YoJGSMNAK0pwE03Kd1mf9kgnGk8Y6gsBE9UW0+NVthVT9Ay2KbZCCKRo2+MqVu05zxjQhnTGpQ9YqAdgIA4Vxpaoc1WC8QqD24oUbl23FCdowyxRg1cDHSH+thPkK3HVSFBiMevpUlpYcEs+v3d2BkcbDlUaPDFXpwv4i7iFI+ClZounwoAubJqH1uN5FlTzhBe7cTIJ4eF1WJZAH70Ruk+gWins4b1tl1ZqElE6CipL0vUYsUkQ/hQzx5+FwgB/fl2R0a07OesZvlY0FEPNX3XB2jOHiOqTzJ7fSytMc+75+wjqDcLaFHMXnsLP9rAw8ggQE7ZmWBh9Gtsvcfbo51BBTFwOyE02qWMYmAlIWTCUstktJFbGYmtT4SNwYsVALaJhw9pawkDW48bhEh9YW6TpCuRolQujFVQrpjAXEHsOxYUIRxusRJObadGyBb3ViG7Losu12RoY/KxD/3gT5uu0omRZXnA6/b4UKlvtR/1tjdWfpX5ZJigByzpZxZqv3XeQx2YDNqZ9Mo7kmTNz3OmneCGOGLBtcrbFC62AH6aEO9qPybawfIWaLJLaMkfzfB6ZCxFegrnpfqKZHcjCCI4pIJIconAaWb2BOHWG6iEbaRf53O4tvLNsOFqwKCjoaWmeKwjurQgOZQ3vOPQ8DZEjmjnM8I6305g8gREpHL+HxuxBimtupzZzCttJ42b62Lj/IdR77qUnepHY+NTdLQw3H2Q8/0HyzRdJ8FhgI/nKNsopQ0ZbxFIwg6G3YTipErp0O+GO3eXT39SM+4JwukmtGaGzHjekPIKSix+2TZHAt8lVI2pZGzdQSGNIMg6hrelenye3Nk9xWzfCbpsjV4rxagVovlPwmoIthHgv8BEgA/x3Y8zvdMq/YYx592tVeMstt5hn9j9/aZiyPOpoYN8XD3GummAhkQtNgqbBWJJQGbDak3pBsL5exBE2oTZ4rmh7UXrPYk9vRqNRhXFEYR6tbLAUxoDv2gRxBMYmbkbEc4q5ngFa+QImSFCOREWKjOcQoFk3N8WFUj8DrQVyrToTUxXyuTS+ZVCqM91LKGwnRRKH7aCMXk9/chKrT2OZEGPAcT2ImwTaxyEiUgrL9kjCLVhilCgpYIQkEQUKvodwLLQyzFdDxspNbG0o5D36i2lUYpgsN6lWAyJtyPsOUaKoBTGllMvWtUUyno2KEqal5sYPbiM/kFmWbXX54iSdZ0lbz7zt1reOYL+eKfLrwF3AdcCPCiHu7ZS/fseIdse2I17tJC1ikfWkNY5j02rGHJtv8MJ8E9+x+WqziWUJRuKY43GMFUF8pg+lDEnZI5nK42ZD3OH92FISL3hYwweQeDh9L2PbBis1T+idQRoPWTpIa6pFqz7Ns/158lLweJ9FjGHKF+xLa0qtFvUzj4FvcbSnh/rkIaT0CaaexyQBSXOO5uxRHCfNwuizGB3SasxiXdiI6dnIhsb9uKaCH4/TW/kqocizsfUFXFMhZ6YYbj6M459nQ/J5ujNHGfBeZDASBCjy8yFpA2syLm8vZlg/lKe3rjh3dp56ucVWabF+bYHbihmIYprVkB22g3QkhXqMDBKiIGH49kFyfZlOx5vO8h6L/PcrONlvMVL26wm2ZYyZNcbUgf8f8LtCCIdv4jPSi0t16OVp39uYPDvHfD1mXyPCty02pFz+rtHgh3JZnmy00JFmQEiGjm0ntXmGZKyEb0tMtkHlhSH0gQ9RP5fBvu0RnGAIU3oeNXMjMnsO0Kj6AKb0PMHpXTQXTvPc9Xeyo2H4fN7wPXOG4znJbUee4gcPHUW/+FlKQ3fQ++wD3HDgcazcZtTsXrqG76RZvoDRIYX+HcyOPEZx6HaC6ig3dN1Cadc5dtT/AxczH6QYnSJNmen0u9ha/Z9czPww2fA0vlpg3H83m6t/wVTpAxT0Bbxkmmb2MDtrv0otf5R08HEIYlolj+GaIr0+z3U9WeJ6xMOj87gXajw+sUDGSHb25kitL/C2VIq5LSXOrMkyuqXETDVCRWopqLjcml4+nbeNt5Zkv54p8mlgDvhjY8yhzqpOtwIbjDE3vFaF1+++3rx46MDSSlimY2drZdj/lSMcW4jpchxayqDnmviRYdoSuIkhsQSx0qwPs5iyh/AUtrARSOysJmnamJ5p7NIMRiRgMhirhiCN1gmJiTE6xUm3n9zMArV8CeNa5LRgwTIUpcSulEmPjyFsD5IWfiqD5cLsQp3YOHSlNI7rE8cJGIXnpwlaDWRvjnyuiJQlco3jpJIZhJ1GJRp0QGgy+NRI8NDKYJkI7By2rhJoH4HGlQnaymKbBonwiFQvaWuOwFxHSvgI2c6tPV8JCJSmK+3i2BLHElQLPl41YMwVNFsxfsbFTTsMdvlk+zJs2Nnd9nyIS6bHsqf5bW9jCyGeYHFRCzhqjPnFldT3ehr7p4F9QBeAMeY/0XbzvPR6FS5mIrq0dEQbcZggYjhQCdDGMBMmnK+1sJEcbIa4rk1Za8YjRc1uIReK+K6Nq1OYRqqd4mAmh989j3HqGG8OtERkxrAkSKeBl55H6RQHfYtGoYsFC847BjsxHM8I6pHifDZHUBslUYKgdo4gDAnqFVJilsGBIs3KOYTUqKRJWBtDWC6N8llSazNUC3WCrE/oraG7uR9bB3h6gd7oMEKm6I0OkJIhaVmnVx3GyDTd0QEyokWaGt3hAZTxKDX34+o6WU5TaD6FEg1kLSSJFZYyrJEW/d0ZipHBNaAiRTXncjKICNMuiZTEiSHxXEIjWAg0jZHZS0nyWeS7L19dbHXw4R9//09++MffP/LhH3+/7mxXgwCVAWrGmHs7nxUJNby+YN8LTACeEOJ7hRDfC8zTTkP12hVa7bxxix3b8fkhpOA/n5jhXX05PjtWphwlZBLFH1er3OK4PFCpUVWKDJDdvxN7aIHwdC+tqoXtJzReGMa68RBJ8SDarqGiLAw8CrUtJNkDGKeCCnL89kCRmxcUT5QEs76k1NT8xZDgljo8UxRMuTByw7uonP8ybm4r9ZmDBLUp0rlBpg7fT9eaXVQmD2GiGUpD65k8cT99d9xBvWcCCnXi5Ay3XvznTPt3U6o8Ti44wby9k+sXfpNp720U609TCI8yLXexY/43mHZupyfez4UT/5CTrV9iV+W3mHZvo9DcTyl6mVlnD9cv/DI15wV6w49g1UIqKcnY1i5G1qQ5tzbHubU56uML+LsGCGfqiJwHOR9/oUVwscrO9XmqFypL/uvLFqNamXxcho4Qv4LdtwrCfR2wQQjxDSHEI0KI21ZY3+uaIn/+GtcYY8w/fa0K2ySo/e3wrlm07AxhM+bFh06ybyFgRz7FTCuieWqWgpfmOIoNlkMTaBnFVpnBnezC6wpRsQ1aonM11q87ycUog5YBwo7RrS5kdhIZ9xLrBi9a6xhKHM56hr6GoiVh3fkjhMX1nBks0tvShMLQffIgntuFDqdxUt0kcYDnJLjZfqLGOOl8H9pE6KSF9HtJNiu8VgoszZoLLxG4G8lHp6iLPiwT4+oKTXcD+eQsTdkLWmHFs4SpreTisyROL60wT1aM0PI3kQ5O0rJ6MUrjqFnqzgYy8Tm020cQpykP7CauBSSuQxIkOFKgbYkTJdSlYHa2STHlkS2kKLqCnbcOYLuS4obiMjOkI9LLNis1RT784+8f4TUyQf2rz3xpw5utVwhxA3A37WWndwBfArYZY5I3W+dramxjzM+82gd48fUqbGeCUrRpQBrRoa7ajsCWqs2vNoZEt9OUuWgSCZ4FidBEGLStkMpuUzATCJoG1wHXCttsTJkg7RgpBcIO0FpjpCH0HSwg8CQIiDCoqAlByIxJ2svOuQJHB2gEKqmjtEbrmDhsYhJQYZ0kSoiCiFa1guO5xFaTRMXEKiSVzBFG4OtZfEdgiQTfzKOFjafmsIXBFgkZUSbR4CfTJEmMJ6dIm2lCZfDUDDoJsGRMysxh2z5pPYdKQoRZILYtklghUw6OLTHC4Gbbtnu+mMHzbLQwiJSFV3SplpsU1uaAZVRVlqVu5hJvZ4W4WivzHqY9ljPGmKPALDCwkgq/aeRRCPFbQog5IURFCBHQZl+9zvksEXEW9xHtJZe7BvPcmnf4n2dnOd8IMXmfjzQbrE/gb2p1LiQJCpB7d6ALVaqH+1HVFLYlqO7dzJlKP7pnHyI1TRKDGfoKtAbQXfu4P70J1wg+MgQbQ8PDAzZns5ITO27jD/b0sbUFXy4Y+l74ClgulZHP42fX0JjeR9K4iJY+48c/Rb5vHZWpfSR3QfbOrUzec5h1Zyu87dxHuOXsp6moLt5W+TUWrC0MVL9Iqfk0NdPLntlfoWxvoq/2JXpaewmcIW5d+DXKzkYGWw/TG+6lbg1zy9yv0PA2sjZ+jP7gMerOOm6a+zc0vQ0MRY8zu+P7cRONtXsY0YgQPVlkfwGaIWL3EFac0L2hG29tEdMImctnmG4oXjxapnp8lnCusSwb0eI67avGx75a7L5fpT1zBiHEIJCnbQa/aXzTyKMQ4jnatMLfBj4M/JIx5v96rfPbS3VcIkFdCtQYJi6U+Z0vHOGdvQXG6zH1+Qab5pp8zbG5wXGpSsNN8+uRpTrBRBf+mipBzWHj7peYC3qIuk6h6muRbgPsFjIcJk6d5GzzVqquTcWC62qG57Ka7TVDmLKZQbGzKXipINhQVjQdw5qjz+LlNxKUT5AprkfFAWFrgb5122ksnCB/8w3EOiJOtXDHC9TPHGTbmgI6qJFOxplxb2EwfoZ56zo8GeHHo8w4tzCUPEfduw6dhBQYY9K6mYFkPxVrM1JoMtF55lK30xfuo+ZsRGlNQZ9n3LqF/ng/SWYrsZFMDtxFOFYhynpYYYIlBcp3sGoBdncGEcYEoUJkXEpSkd/Qg5cYkoUWLaNZv86n7/o1rzCwV0qCWmZjvyI/9r/6zJfeNH9ECJGnPXYr0faM/DtjzBNvtj54Y1yRyBgTAZ4x5gKw5/VPX3Sqdl6DnY8xhkoUU7JAOJJ8yqarKw22xaBt4VjgC4FOh2htcLMRSWJIpSBJUkQNDxVmcCQIbaMTH5EkCJ2j6CgyUtAtBJFRlEJDnChUKyIVaiKjyYWKVBKQjUOEncKSBmln2umLpYXjZqgpje1kiVoJOoG4IUhIsG2fKFRoYaHsHLaliWUBy7KIjSQii20ZApFHaQHCIiaNZxsCk0FaFrEWaCuL0QmxlcUIQSIyhOQwWpGIDEGkicKIuBlQdENc0V6mz5ICqRRoTRLGoAyllE3Bt8imPUyYEEYJsdVefKp++CJaKYy+tCrEamjsjvC+InffSoQawBhTNcb8kDHm7caYd6xUqOGNaezfAhpAASgCNxhjXnPUeuONN5n9L3UGj1fkEfnR39nLz2zt4/Nn5theTJEJNY9cmOdD+RxfbjTZ6Dj0uA7b9+8md/0U9dPdWMUAk4pIznXjvHM/9tp9JEEJW5e4s3CBZ2Z2ILoO84Xk+1mbCL6cM/zYLHwjZ+gJDcMhPNQt+PlDFwlHn8XyClhuL7XJpymuey/1mQNIJ0emMEzy95t0nbmO2uA4ouXiLOSpbTnLzqfSDFW+QiyzzMjd7A7+gkOZn2dN+BjaSjMlb2Rn8885lv95hsInMDLFjHsz26of40ThFxgK9xJpmxn3VnY2Psbprv+TnsaTHMj+33g2vG3yn3Kq8Av0BM+idcKEcxe7Gn/Co+s+AaVMWyRn65gNPegzM9g9WSzXIhskNPpylBoBTcdCIChMV9h4fRfZ7b1tL8liCgwBd972Nl7Y/8K3pR97tfGGSFCdiCPADwJPG2OmX+vc3buuNy8eeomlhDkdxEHCwUfP8lfny3zfcJGz1YDvf/oBFtLb+eNsL/emUpwPI+6a3IzqKmMm+tn4zgN4bgNoMFkfpNlzEFXeip2uEYs6vtpE4B3kWP3dlF3BnCO4sW7YW4S7Ipt5CyaE5uaa5tEc3FA1LKDZfPDr5Hp2Mj++n0xpGyppQrxAdt0NqJsq+AvdaCum6dXoulhg59zfMuffikuTVHCGcf+dDDe/yoy7B9sE5JOzjLnvZE3wNRbcG7BlTFGdYTL9LoZbX6Pi34BSCcXoOHPZ76Gn8TUa6etJlKYYHWXMezf9zUeZNpvxXZds6xDn5DvYYPbS9LcTKkFXdISzuR8n6F8DtQjHkoiuFE4lgK4UqUTjSFjb7dB161AnAT+XeUXeSpmgXpOPLYT4Z8aYjwsh/iuXv8Nu53VmTLi+i+ikXlgMGLQHkpL12/u4p5WQNGL6jGRhYAfOaJm7SkNoZVjrubS6yqSEBUNzVFHYLR/L8rFEgmhsQilwVQGhMoQ6QoiteFLQqwTdBqQjuCmAIEzwJWyyJYGAXQ3I+jYyVNjdm5AoMqUteJ5HS0gsN40MI+zZEmiBDm0ycZF8OM+8dzOR8Qi1ReztQqiIcmoPUeKT4IG3C8+KmbV3oYxPpF2EtwNHBMy7u1GksGxYYBdGJCy416NNGiQsuLuQRCw416GURzMRiPRunCChbF1HnKSQUlBzd5BVC1itEhlTQ4easFwkG4xjgrW4URWvOEjp5kGEXJY0x1xS2m8lvJ6NfbGzPQ6cWPY5/noVLgYGtFrkZLdtO8e3sVM2Xa7ka+NlxushLxbWkTr1DYoz8zxRb3AhijmZLhOd68dfM0Ujf4LubAPfNWztPYOl04jSKZQzgyFGdr/IaNzPi0XJedfQUoa/Kxj82HCwKLjoQxArHigaMgqe8zUXMoKJDVuYv/g4tpeiMX8MwkksSzB79hvYkUWzdxrVVcUYwbaFPyWWWfqDvZSiQyRasKPxcVrKZyh5jj71MrGx2Fr5OMbK0pfsY9AcQgmPLQsfJxY+Xc1n6QpfIDQuWxc+irZ8eoLn6A6eBzvN5vmPEhiPIX2AQfMC9cTh+ujjKMtniIMMqn3EMsPO+u8xVH2B4YXPsqH81/RXXuK6md+ie3Yfw/P3YwcxSS1aehYdomR7+xbD6/mxH+rs3miM+cvFD7Dz9So0Rrc1tNXREp2k+gawU7BlQ4nbutPUlOKsSjiw58f5lOuwPYFQa3ae2Yy3aYrKEzfSV9+GZWny7hRHZzeTdO3DjTe1/dfZUZLanXyhx2dPZIEQnMgLPli3eKhLsL0JUhmOZOGH5gQPl2BzXUOY0P/CA/RuuJfG5D78/HocN0Vz/iQ9O99LddMYfrWEiB2iwVleXPdLrG8+QM3fiXJ7GAz3cjL/z9gYfYW6v53A7qW/9ThHM/+UdeFXqDtbqFsD9De+wdnun2Nd8Ahxbhstby0bkscY6f1FhpoPE6a3EKQ20td4hLP9v8iG5HGqzjoa/hY2qEc53fVzDCdP0nDWUHa2sTZ6hLH+f06x+ThNOUDV3UlP46uMdv0iucZektQgmco3aI1XWRy8L60/85YwPi7H60Ue/xXwS7RdMPOLxcBpY8w9r1Xh7g4JCpbNCjPLXona8NJTI5w8V8VF0Jit4UzWmbAdHNehjwylME+mFNMzfBEjLJQSxCai4dhoKwYjSTRoEXGRDVQ0SAOuLUkskJFGOQITG2wgFOAmEAhD39wU+ShAxRHKWCgVYVs2BoElFPaaLpJqA3t9HkdaDE2cxmgXVAttJLGWWIRgp5E6ACOotQx5V2NsD52E7dV5tcQWCdJJY0uFMgbLdkEHSOm3y7RBGQtLRCjjIHRCrNpeGhuFwgKtSJTBdRw8aYhigSMUkTJ4roOUGmwXzzXYEmL3OvrevROnmFpKLbdoZ9/1FrKxX09jf9gYMwj8D2PMUOcz+HpCDWDbVmdSQYd+0+EICwxGtwMG3cUU1U7E8SWl8YVhzIKmNCykQ9RMnlSpTtqZxZNNpFQMZifQoUTZY2hZQUiFlT1HSiWcSUHZF7iOxf6UoWBbnHUFlZQFtuSFnMABRtICd/48aEV95jC27aCbE0TNWRzbojp1CDXRIpwcIfEbaKUZrj8CjkuXPklBncexJOvDr6OMpJScIpeMkE35DEdfB8ulmJwmG50D4TDcephYCTKt4xSi02hjMVT9KgmSTHiKdOsEwvbor36VIJFko9MUopMoYzFU+zK27ZKNTtOrT2Kw6a99Cce1SUdn6IqPEmmH3tqXkZYkb86Ti44hqudpjMwvceA7hL+rtwTzKkEI8ctCiANCiBeEEO9faX1v5O/9fSHEPxRC/HTn89zrnWzZndzMi1n1l9ZDaRNzqnMtnjozz2iseWKhwbu6fHY98bv0KpjQmmdaAdWbzrFzzZPEqkTGbdCbHmE+3MiengOoVolYVNDpowT1G/hYt806ZVG2BF9LKe5pSv6ioBmMoSwNj2U0744s/rZf8N7ThzC6xfz48xSG9jB77mHcVAmjIuYvPkth4BZmzj2MsLJET5ynseYiL6z5OQ4cfJbI6kEaxfrqZzlh/SzTT/0QgcmjFGxsfJZz/vvZWP4EsVXACJstrc9y1v8AW+ufJBZZlPRYX/4U44UfYf38J4mND1aGdXOf4GL2A2yqfholPJSVY3P1U5xJfYDB+U9j2R6RLLC+8ldM5j/EYPlzaCOJ7F421D7BfM+P0l++DyMg9gdh6CZaY5WOMmHVR42jv/LkT47+ypMjo7/ypO5sV4PddxvwY7QdE+8D/vuK63wDfuzHgGPAjcAC8FyHwvqquJQfm0vRx44pEgUxh56+yLFmSN61cSLDtkN7aY5LFhoVDm++Bd+3uXd4hnqrgGtX0cJF4ZDxGtTjEr5dIVA2SjosWDPMmx1MODaeNnhaMGEb1oaGKcuQkQJfwaQL6xMo24bhMyfx/DRmcCNmYpRmeQYhLPx0lmZlCifdTxJWkNLG6Srg7baRoy6R32DdxAXqKktOXWRG76HbOUGiBbFVJJtcoOFtxE7mkFKSyBKZeISGuwEnmUcbkKlevNY5mt56UpTbSX5kiVxygYm4n7zdwJKCQBTxWudJUutx1AJGayKrm5IapS4GcXQVzxHETg8FMUaQXU/aalJ3d+HaPtnhNPndw0u29aJX5M4VmiIdIX7VyOPwb96zksjjfwDKxpjf6xzvNsYcfrP1wRvT2MYY8wu0yU/vp/2rek1EQdzxX4vLtLXWhotHJom1Yq4ZoqXB8gSyOkMSG4q6geNIPEtg6SrCCHKpCM/RKG1wZR0jbPJ+TNrW2Ebg+HVSoq2ZI0vgSJi1Db6UNFxBYAl812LaBhMZZqREEqO1wM6k8FI+KmlgdERiIGzOYdsWUVAljprE8yGVZAFlW4R+gojL2NImr86T8qr4uoyna0jpktMXMNoia+bxVJlEC9LxOTAWTjKHr8skSpJLzmFZDk6ygB0vkBiHTHwO3/NxkgV8NUsQC4rmLIm28FQFX88DFqn4NEiXjKzhJLNI28MPTiG0QDRmEMrHyXrkd665xIcXnVXbVofAerVy9w0B24QQD3YmHOxYYX1vSLBdIcRaIAtYwNrXPXuJMim49DIw/J9/vo9nzk3xq89f4Edbp9jz8F+z7dO/Qziwiez+Pyey09yx/3N8YNOLlKsldg49RRg75L1ZtnSfZK7Vy/XdjxMkDsXUAutzR/GaW/ivXYIUgnMufCadsKMl+J1SQhrJecvwKT9he8PwR72Ge0jh7boD6/rrsesh4dZNnNpzJ0/eeCMzZ75GsW8bY0c/jyUtdLTA/IWv476cYmbHYRBwbOcWrqt9lEn3dm6o/ja2jEkxx3WVP2TGv4Nd1f+BTkI8XWZn9SPMp9/OdeXfxdZNbFVj6/zvUc7czeaZ/wFRBUvX2TH/O8ym7mZn+SP4poZtQm6u/wHz6XvYUf0Irl7AJmZ7+XcYt+9gc/WPsZJZtFasm/yvzKXfTt/YHyHqE+Rm78PxbJLlKfbMqnpFrha7r0Zbtn4Q+ADwYSFEcSUVvhFT5F5gG+1pYh8BPmmM+Vevdf4tt95innv++Usr7wJhEHPfH36do4UM790xyMlA857xI+BlCF48QC3oRU5fJCn1IbJ5+q43zDWHKeXn0DJLoFyy7jQzrSH6cwsIO0019MhbE0zN9SKOH2Lvne+mF8khR7OrqjntQ14L+qTkkGu4uWkYSUl+4PCLxPkeqlu2I2oBIuvxUtikuxWTPvEM6a6t1BfGsG0HaRdoVc6SH9hB3JhE7O4lF/iUjx1hbf8QheQ0SjjUGKQvepEx6xZ65ChaSOrWMP3x/vakAnWeSAmUt46ucD9z3m148QhCCkJ3A4XGPuacm8nocZJE0XTW0RPtp5y6FTcaQ6iYOLWJrmA/s/JGStYMlolppjdTbO6n6t5I3pqj6d7G2vdtxy6lOg9v8RkCBu64fcWmyAivwcce/s17NrzZeoUQHwJuN8b8shDCBV7uHFffbJ3fVGMbYx4D/g44B2x9PaG+hHbG0bYfVRO0ApQSbFzfQ6mUwmrF1LRDmMmQ5AsEa/pAWwgjCZoxUcumUWuhEoskNqhEgfCwJRgcghgQhlDbJM0Q4/sU0STG4CmN5UgyUuJagihReEpjhMExhtBxsNIeQoAdtzBak5bgey6W5yKlwXNtLNvCssF2PZI4QSswMUTCIsFCeS5aOihjtZNQChtbtnnmpp2CFU2biRBpibQspC2IjE1kNMKykdLCoEFaGCHQgO1IDAZtJMYY2spXoLVGCAvbgkgZEBKpNGiNNAYdJGSG8sics0QVBr20StulVMIrwlXJ3QfcR9syeAz4BvDrKxFqeGN87J8HngH+A/CCEOIfvd75KtHt3BZCdFabFmRyKR7WFpv6MhRtgQpCPm36+Z0RwdEtd/OfoxSOI8jOnaT3wl6mjkfcet3LVKoJGWuatfnT1FoZdnQ/izZQcGdZ4x+jXs9QeuCP0LFmz9fu54tZzbCy+GhJkwi44Au+VID1SvKn3YKGMXxm125mNm8jvTBP3yf+M0ZKtvhZuvqKdG3Zw8Ujf4fSEc36NHPnH8PLDzBz6ktoFdJ64STlLWdI7d7GmT0T2HEVLxxla+VjVL3r2F3/CK4pk1JTNNx1jLl3s6P8+2TFPGk9w6bZP6CR3s7OykfwkylEOM2W2d9nwdnO1vJHcJNp7HieXdU/pJnexbbKH5PVE3i6yvbK71F1trGx+jHSyUWIq6yd/m2qZhtr5v+UZv+7KN08hHSspWfxynXVV4bOAPEV7L6VDByhPYgzxvyLznzHtxtj/malbX0jpshB4E5jTLMz6fIpY8xNr3V+e6mOl1hcTnpRS4wdn+LXP3eId23McLgOW3vzuE3FgUrAu0sZnjgzwz88f5Ck0IW8eAB99/vIFSepNHyaSYp1/dNM1jcy1DUDVo75lsdgdpRzI31YR18kShUQXX2kjj/H6e/7KZ7L2vQgKYaGF3NwV1VzyIdMYthg2fjPP4B/6w/yoi/5HtJYsaKVdjBnz1CZOIll+WQK/cyPHSA3dDON2REQNqn8ALWpgxRufjtRVxXz3DR+tp895n5GU99PMTqMEQ5VezNrwq8xmv5+evRxEi2oedexpvEQ45nvpxifINGainMdw81HuOC/h3x0EqUS6v4O1rYeYT73vTitUzjEzLKD4egRptx3k07O4RAReDfQ23yI887/wY4PbCO9ocCi4/qydDmdg2skqMsxbYxpAhhjGkKIhdc72XWddgjd6KU8cgBrtvfxwXdtplBpEMQN+hNFyxLszrkkEnZmHRZKwyS1Kn7fdfiVGq1sEcu1MMowMV9CiJhKPYfl2ChlqMT9eHlJ1DeMMhZoqA5uIz83zUZdIq8VDT/DthYoYRhOBHZnXXevayPzkWJNGCBcRRIGCF3ALZZINXowSfv5+8X1SDROqoRt2QgJfmE9otY2geJcAU9rFvzrGbNdrLgP27LRScK8vRNpEiqmDylAqISyvQuhElqih6ZSaBkzZ23HIiHxejupKmIWnB0gNInbSxjHWEJT93YhJCh6SXSMSkIqYgvFoSzeUGZp+tdytnCbCGU62vutQxp5I16RWAjxZGeK2MMAQojfEEK8qounzSwTCCEvdbOQgOQH376Ju39gNz/5Y3u46eY1PLnQwMfwV+fnMMbwjVQX/bMvE9sZrL1/ixaGbKrCpv4JXDfH1oFjmESRthdYk7tAK/LY2H0CSyu86fPkjj6JzhTpe+gv2XPsADuef5xHU4Z0aLi/IFCOzUVH8JCrKG+5gb8rWvSOnGDy0DNcfOHLxDOTtHp70Sqk2Zhl6twzOF6e6TOPoeOAoDXL3Plnsd0CU4e+xulqhRNdMXNj+zhmbeOz7kkyooqXTLGx9Tka9LKh+ikyehYnmmLNwqeoi16GK5/CiafIMs+2xqcJnQHW1T6LHU7i6jI7Wp+mYfUxVP4MGT1J1qqxpfXXxG4/65qfI6VHSVl1NoZ/TZS/Dd9pUwKSxLSTb9Hu7zbLUixtV3fO+rc33ogp8qu0p+tUgN8BfgUoA3RIUZdhz5495rkX9l9ZC5dri7aZopVmYbTMC/tG+dKBcwxrj558lh+77mVeeqmH1LGn6Puxe6gFKdYULzBe3k5XaoR6mCbQOQYKI5w9M0zqyFPEmW7C4iDpl79B4/b34xx7DqvQhRxYx3+5ZTc/UBHsTxu6hWQggq+nFD8S2jzva9714tOk8oNMnXka95bv4YC4wK2nAvzsEPOjz9K97m5qs6ewPR83NcTC2LN0rbmLZuUMlu2SKa3jb0oneK+4keOMgRJsUr38aOVPGMn+fUrBQTSCmn8ja+uf43z6Q5SiQyitWfBvZEP9c5z2PkiXOopracqpPayrfo6x3I9QiI4idcicewtr659nOvv3yMYn8ERAzb+VvspnKe/8LXrftR6daIw22GkHx7W4Em+lBUzfiGB/Ffgt4B8DDwP/3Bhz12ud355ocOAyTna7nmVEqOW3NIZaNeTB+w4RvXwRUyyxq9CiNTJBE4vB9QWiVkRmXReWDWFkCEOFZYESEqkTwotlhBQksUJYDuiEUAuk0fiuxeENW6jZHilHtpels0Q7g5MlsKUgtTCPcRrk5kIQhlbOIz3fwhYCjGivCoDAti2SOAEtEJZBSIFRAIbpbh/ttEN8UggSrdgTz3NK5hggINGC/riBJSWJUgjRXsZD6M5KBAgQBse2Ouuhg21JbNHWwkoZbGkwWhBGa3GdBFtO4VoWcvgOum8bJNWTbgdilo0W21FHg0Twtttue8sI9hsK0BhjHgV8Y8yngNfN9WDZVnutlUWLT5gl2uri7HXa8tJh5wiyeY++m4cY7UpzvNFgquJSGnkOjCI+dw779MtE5Zie7AXSaYuuUkhPYY5mKBkoXCRshYj5CawzL6IkpI/uxRcJXmMOcfoAA7NzPJPRRBbMOfCio7Ajw7MpQ10ZzhSLvGAukJRyNMdfJl+uETcqVGaOoy2X+swRjAqIowq12eNgudRmDqOigCSuUps9Tndk8SJnaMqQBeocFCMcsvrZ64xxwHE55NkMho8TyRSD4RO4poKrK/QHj5HYWQajvaRZwFFlBltfx9hpeuuPIcMpiMv0t75GYuXojfZSK29nvrKT/vhrhPmNNOoBIlLLcuybJZdfJ8ncaqVf+I7BGxFsu5O376QQ4mbAed2THXtJkBcTbC1lXwUuywC6uC8F9940BJv6GEhiNj/6h+jd76bn7NOYRpWwaxjrgY8zXdtIb2YEzw5pqS5uXnuYk1N9DOyYZvz4C5xoxaQe+jOaO99J6uQ+nPocat11rP/Kn/DeSszznmFaGrZHks/0wZ11wUFPM2fDxtzd/PFQD8k9P8YXdu0ibs3h5zYxc/JBCoM30Fw4R1ifIdezjZkzD1IcvIFG+TyZm95B180fxNuxmz1qM+fMFJNygZusTXzBfpYb2chFZrm+dw9Hhv81O8p/yAPdP8qfZHOUkhNM5b6HnZWPMJW+i2wyQiE5wWT2PWyb/0Nms3eTVqMUk2OMZd/LxvmPMJu6k63dH2Zn/v/PXN8HGV2zkWajBZ7VfoPQVhpXeq2T5E3nnrnqEEL8ihDisWWfk0KIG1dU5xswRXYAPwr8LvAzwBPGmJde6/x2+oV9Sxpieb7mxZJLeVjNUgoMY2D07Cxf/J2vcX0hRXdzjHqmhzgK8CyF6erDr06Q2bOTRLWwSGjGWRxRZnQmJK0UenSBONeDX58hzJRIO5qo3iDJ9+LWZqivWY8XB+xft5GuQDNuQzEBZUFoC4aExbwvyDXLWNUF3AtzOH4JE5dx0zksS2BUC2SBJJhHOGmEnyVpzJHt30bg2CgCbMfifDJGIckwQ5WcSZG20szGC+xRFkHXZk5Xz9Adt5h1Bdtii5OO5u1xFW0E8XiCGephrt7Cdy2EMPTbMyhvAF/NkogUwnZIyzoLxbvJphzW3bOpvVTIYgh92VxHY0AlCffcdfeKTZEHv/FPX7EGzfve/WertnRHJ9L9z4wxP7WSet5I5PGYMeY/dabI/97rCTUsW6pjkbZ6xf8C0b7pYpYGLtncA0MFxnyPmpeDqQt4QFypUBsbQ2mJHjtPFMVYJsZ3WighKWbqdHUV6RvOkQvLeJk0qfmLuLZABk3S9VkSDOrcMbrqZdILs0xahoxjM+aCkRBbkhlXYGnDaRRJVKOeMqAWEMKiVZ0kCWOSMKBVncFybILGFJZlSGpzBJVxVNDCK2TwZIaUlWGCedK+y6SYJyBmLilzUcww7/YS2zaxSZi0XU7peaacAudYwER1HBPhjp+jHrmU5yZYqMXUAkkxOo62fPLqLJ5skHI1ueAIrhXQCBKSZoRR5nJLpPNMdJJgvfllGJfQEepX5O7rlK8YQogUbQfF/7PSuladf77I7LvkUX11XMovd4kFKGyLH1uTY3h2HkrXkdr/AKX6BMbLkP/i79Ec3oX65J8TPfwU5f0z7O7ay3Szl02lU7S++iSm0EX3A79LsPFG8i9+FXfsFHT1MvzgRxgrDODtewh/7AQ/cWA//6Nbcb2SPFWUHPM0a7Tkf5QUt7ZmedYc54i6yNT2TfzXPWvwujZTnjxAZeYUXrafCwc+SaawnvL4y4TVsxR61nL++Y8hGy1EV5qJZz7DnVMZPhp8hY3WIMfsCxyVF9hqDfB7+u9wjki2PX83L3OOobCHP+MR1tDDn2Ylv+O12P/Ouzn10mcZ3fUO7t+2nb/2TvNXyZ14H/t9zm78eS5s+mHCh/cxx7uxf/vXsByLi0+eo3FmGqP0pU7uCHcSJ6hYrcbjvZor8wL8HPBZY8zsSiu6CsvhdUhQr33Ly44ucbYNRms++okX2F0uM3DwSUxxK8aOqdSrlLs30Dd7FO/uO3CdiPDAGaINOyj0zrFw0UfWyohGBbV2O87ZA8SDm5FhE6dVoTGwjfjAU0ymexnuzpOOK4TX3Yj78j723f69KBtmLdgeak7Fx1jn9lGPQiqiyTZ/LYfLp9kx7iKMRsUV8j0baFZGSOX6cT2LVn2WVGY7ydggcncdoSJeUCdYo3u5YE2zxusiTjTzVFmX9HJezNAbF1F2wqQus0UOcUZP0CfzOI7NuFrgemuIY8kk4bTC8hWj9QV+ZMvNnHDn6XOKFIDzsszt/hoOxTMU6y7ZesTGdD9D796GW0xBJ53z4mymlZKgHvzGP33NlXnf9+4/W5GSFELYwFHaUe65ldQFV2XG0KLBcYmLffnnEi7Z151XqJD4RZ9aIYfoK9AKQnSi8R0LaUDabjtyqAUaietKbGlBrLAsiVKCIIpBtG3NWGkSZUinLVKZLGErpLLQQClozdYRQuImEbrjIXNtBQKU1u2BmDHEUYyxBZZvo017OYwkbhOLdKKJ4xiVJEgJFgJUTBi3yVeOtAiThEYrAqMJkgQDxCYmtML2W0saJAYt2kQtrTRYGuNYGAeKBR8Pj1JPjqoUhCohJqZhSxomIZSSlopQniEs+Ni+RzTXaLszaSfiisMItVyTv3lcrdx90M62emw1hBqugmCrJOGNOpeW5poureYL37uphz+YqHPkhvfyu33rsCdO4mhY89hHmbZ7UJ//BI1HnsAg2b72eebOGFLPPoBz4TjSdeh94PdRvetI73sQ9+wRhOvj/9VvIobXcf3sYcTJfdQjSf99HyYqDXDL/X/CfqnIasEf1j9HH0X2xkc4pEbICp8/ib7EgF3ikaFRwspJbDvL6KG/BpFnbuwFFsYO43h5Tu3/KGHpOWYO3M/sgfvYcCrio/pBCnGGg5xlnzpNN1n+lK/STY4DnOM5fZKSzvIn5qvkkjQvqXM8Y07QFef43eYXKZDiTGaSE6UxthYG+KPGlyhZaV5qnuFrlQNstrrp/fe/xPedbXLTg19j++c/Q3jmGNIYLMvCaN1mMTrOFWs/vmlcLXYfwPcAj65CPcBVMEV272qToMSyjuzMp1nmUxVLmvryoI1h/mKFkX1jfHq8yj+rX0QfPglSMTm4C/vUU2RvvgsnqGBqcySbb8I98gTxtluQjTJ6bopo6x7Sh58k3HQTslWFuSnUzltwD+1Fb7qR+uQ0tdGTdN3zPrzDe2kN70S16nxxq8Mtqc28ZE6zWQ4RmJjxZJ6b7c08Ex5nt7+WxCTkXj6Jm91Ka/4Y2Z71CKEJG5MUB3ZSnjhCtrCWMIx5rr/JjdZGDnKOYXqIE82YnOVt9hZe1OcYNF2gBePWLNfr9Rw0IwyaLnzHYoQZbve28mJ8jh/K3IrSmi/HL3BXehsHk/N8qOttWLZEfuVvqN77Qzw6G/HBhRPIdAZ/94307O7HSjkd/pNY4u3ccfsd3/ZekdXCqq/M63gOQr5SZy9fV33pWLwyIllak2O+P8PW+SbTbi+96+skowtE9YBqdi2ipXBlCjvfhw4C4v5NKGMwXpog34cJQqK+jRgpidw0otSPCGNYsxFlW2QGeqlHTWqVMs7gerAlVjrNkElRDQN6rSKubSMQrLW6CeOYNbILHYPjOKT7Bmil8zjNblQM0pFIr4RVb+Jkuwl9F1IuQ65HYhQDooiPjSdhkCKBiekhh4PEdiz6yaOEpivK4QoLEklJ5Im1os8qUI6bGKHplwXK9YCSn2W6XkPY0Fvqp6YCBlMeuplFG5ekHlI/OkZ+z7oOX0cvswJXrsQ6QvxtJ8hXYtVNESkvEW5EJ1uOQHb2ZWdfsJRJp3O8yOEWlkXfjl76bItPNhxEYwopQtYcuY/EK+IffRxn4gwm0aQe/SQtO4N78Amc0dOkPIfiN/4KnS3iHHwcb+wUykjSD/0FoZvDO/gEzoVjZPMlCg/9OU0rTeroM6RHT3D7xTp/Z54mK9I8G57gcHABHcFn4sdJKY8D+gwHghHOl3J8bHORdHeJxsIJarOnyGQyDD38caZ78jxaHGVvcRxH2PwNT+Dhclhc4KAZwYocPs1eMtLjmBjloBnBVS6fNk+StXxOWOMcss+Txeevk8cgEjwcvcQXo/3kdIq/UY/jaIsvN1/gs9WnOHHjFn6/9lXesaaIs2E7vffeSs/1g0SVhNbJ6aX+bROjrpGgVoQ9t9xi9u3f96rfLcvdcllZe+eSRi9XA/7ln+zjX0djOJUZzNQELdYRju2jsuUuekUNU5km2XknqQMPoW94O1ZjATE3gdp9F/a+r5DsvAtTX0BOjxLtvgtv/8O0tt2GFTVg/Dy1rbfB0w+gdtxByRNYkyNUd9xF9sDX+fr3fg+xSJi253mbuI5H40PcaG+kHoecN9Pcm9rFXnWEd5/P0myEJOEEGzbuIfvswzz9/neBgCOtUW7XW3mOk2yTQ8Sx5oI9zV3mOp5Ux9ks+zEJnHMmuV1t41l9is1WP46xOGmNc2uylec5zXrRi20sTohx7nF28pw6yfbsIEUvxcHkPD9QvJkn6kf5heH3kOpJY2cdFs7OkfYlhV2DS30rpeRtbyE+9urb2EsTDV71diyKt0oSrM7yyMsn/UI779/n7jtCfq7M+vIkNpL46Hnm7SxTylDMuRTSDkoKLEeClDieRMq2t0RgiBKNYwuUbpOV4lghhCDSGse10AiIYuYq8+SyWXw/heM5SGOYzfmcSjnYFrjSIowVQrRz/8RKI4VAWoZBI7HHyjRChZd2GYxaVHpzNJ21zMsFBtI9nG+OdjgcAkuCpSURCqMg5dhoNChJPYpIuzZxbEhQuMIhJAbdXg4vIiFj++AZ0q4LBtyUIO34aFexPtvHQL6LfH+GmWNTlNYUyAznO/m/216qO29/66QRvjqmyGLAZenfJRNkcWvbDpd4wx0zpMMblpakO+PyjcDGKU8BCW7rFPmUR+/0Mdz5CVCK7LHHUbjYZw/C+HmSUGHv+wrYLqkLh2HiPBJw9z2E8FJ4I4fxZy4ShYrMvocwfpp1jVmSkZM06k2sx7+Iki4DB/czZc2hY3g4OkDKcjitxxlJptCx4TH1Mra2ecGZJk5m8FzB9JmnULbNmuOHyZ9dz8bKJkxXFyaBU3qSc0xhaYuH1MtYxmLcmeOEGSeJBA+bA1hGcDKZ5LQcx9U2j8qXsYxkxExxzIxhJTZf0wdAwdl4kgPhCI52+Hz5WRCSb8wfwXFt0KDmAqYeO0ptqo6U1lKKubcSVl2wHddZEudLdvSrfy5lu1hWJtoE+Rt39vNP5o8hoiYcfRZx9w/iH/47Ut3r0a0mzqnnCHa9l8yznyXsXo9MEvxjTxHd+j68x/+WuGcdWinsg48T3flDpJ/8PHHPWkCQO/Qk9VvfR+Gp+1G9ayh191I4upezW+7Ge/zzfP0dN+NLl/32CX7A3sPX1AHycZaM8HjJPcm71I18Qx2koLKMbB/iuhtu4ca7/j5n5w8RvOdH6L5rjuBQF7WjYzwtj/Pu3F18b+keHucI9ya7eVocJ619CirHXuso7xN7eME5TdFO00uBp9yjvFfdxMvuWbL4DJoSe60jvMfs4Vl1Elc7rKWHL9X386HsHTxePYpvOTw8eoCwHGI7Dt62NW1arFjs02s29opwy623muf271vkqbZJC1d26BWmh1l2tHimihXHvnSIC1N18ihO6hS3TpwjOX2eEeXRP9RN2tSI8n3oVgXLcbEyKaz6ArrUi25UiRHgeHitCmG2G9msEBuLyPZJBQvQ1YufNDGWjZPN0ZwcYzLW5PIZzm7qI2t5TDTLlESWmg5wLImtLSZaFbrIIlKG/MB6trgp+mdaLKTrkCpg6gmtWYf99jGcyMZzXXzHIYgCaqJFSqVQliKw++khYCGaIxW7GLetWj3jUKZJKvGJRUwzTCh5aZSf4GgX4bQdpjnXJ3RCtq5Zj9A2GQNDpSKWJUivz7dNPUFnhrvgrhVGHq8WRPtX90fALsAHfrlDlX7TWHWNHUdx+9UHLLL3roRZ1rWLwnxp2/4nHYvN79nBRCHHmJXhWCsmTmexyxdJR1XqzRA5cRpp2zBzEdlcQGiDN3kS6bm45QnsZgUjBNbocZyMj9+YxW6V8VM26fGTSMdDzIwjK7MgDKWZM6xdtw5z6igL1IgTzQkzilEwHs8zEZZpNRPOWZOkHYcZyoxLmxmtkTMh/ZvWs+GGNWijsYoRJ8QoKcfhgppiRE3iCJsTjGMJySw1FrI+llvgpDWKFJJZqkzJMq5lc4JRPEtSc1pUU3WyrsfL+jyWFMyLGufVNLZlsT86S0bnqC5owoWAOIiwe7wlCiuAkIsae+UYePTATw48emBk4NEDurNdDQLUe4AuY8w7gJ8Efm+lFV4VEtRiIAZey326SD0Tl5+3bM9g8HMu/+THrue26/t5f1eaXw09ZF8vXc1JCkcfotK7i/Qjf4LysliVaZznHiDedjv+Fz6C9jM4tVlK+79IvOtOMl/8E6x0GqdZJrv3Plo77yD34MdQjoeplbEe/jTB9XeSffDP8DJZ3rX3KF9K9nGrvY37xdM4lk0gYh71D3Cz3sz94hk+eHCSD3z9y+x5cYFoOMPCXI1sIUXX+iKODT+rr+dtn/0zYqUREr5g9nG3dx0PyRdQQuGWD3F/64vcbrbxiP0SoYqxlMXnzDPcxjYekgdomZC05fEZs5cbzBYeMQdoiYicnWZ7fphfHPhBMrJtAk6FkFpfwM35nVk5htV8I3eE+BXsvlUQbgXkRHuQVQLqK6zv6pCgnn1+H5dY2G0YsUwzL1fTXGmQcPmRMWhlOP7gSUanA85UauQm5yAQ9F/Yj715N6nmZFuQu7rwZ8+hN+yCmYsk0oF8AWfiLOG6HVizo0S4mEKJ7PRZovU7sGbGwbYxXT3IiycRW28kvnCKvYM5+rrXcKI1xlDUQ8WqI5EUTZoLTLPNHiQUNezurawXNuvGWkRbUmy+ezNREHPiyZNMHNlHrXgdk905aJ6nW+cYEdNspJdZVcOS0E2BC2KawajEVFTFsmHAKnLBnmNIddGwA5pxxBq3ixExywarj8AN2ZneSD6bwnIkQkDQiiFWeL5ESo2KW2SEYuDtu5a8T3fedvuKvCIDjx4Y4TUyQU2+66YNb7ZeIYRHO3dNlnYev39hjPnYm60PrhoJqj37Fy7N5BCdkbkwl16RiOV29eWJEy9peoGQku6dvTgOhJZDNDyI57tkUJTrMSZOMEqBhrgVEEYKHUVYGOJEEDdaqESgghgHhdSSpN4ALVBBgElioshgms129iWlqEmN0RDJhLTroqRBSYNAEtkJjm3T9CWBZ9NUGh0k9G7uI55t4boOa68fJozqhJ4DKRvhGCyjaYmAJNFEOiYWChUpFpIGEonlArbBtWwatJAaYpOgbI1jS2o08D1JMw5wIgPKIC2BEgahDCIGv24oej5Fx8PqKiGEQCuNTtRqaO+rlbvvV4CvGGO2AZuAf7vS3H2rLthatXm/y9XCJcHl0p5pf5abIpc43FfwtAX0bermlvduwfIkp6KE+1I205vvYOuBT6C1xpoZIf3M59CDW8l96Q8xSYw1fZ7i3r8lHtxK4Yt/gIgj1NgI2cc/RTi0lfT9f4AJA5gaI/vIJ9Drd+B/5nd5ZEeBmtvivuQptspB/obHCO2Iptfki86zXOcM82meoNp9HdMCbjhcJRzycbIuVtEDKSgOFrnnH/8jbt/URbNxkAot9vzNR7ir1cN98llqdoty0uIzzlNcZ4b4vPUss9RpEfGX4jGuM4PcZz/HrFsj1BF/mTzGTdYwf9t6mllZYW9yGBfFuco4/+X83yA1CGWI5utkN+TpvWszA9evRUqJSlQnK8CKBftqsfs8YHElujIQsML4/1UhQbVnqb+aaL969HERrzRJOva2MZ0BqaFVDviLTx6gK4aXxmf5QRXhzR0nSucxpT4y51/ibNd6ijMjlAbXo0v9OCf3Ud96F/bYCZSbwu4bxju9j9bOu7HGTmCn0iQ9a8ieeR6z515mDjxNKl/C3bSZv06P8TbnOiadeTzLphTnOCxGeHvP3ZyxDPaFBoOJZvfOLk6fGeEdP3wHttMmIDXm6zgpl5NPnkQ89Rhi/Xb+NjfO9mgds2KB2Cg20Mt+c5Y9bGBML9CKQjaJHo4Ux9kZDHKxWUFZiuv9YZ63znKbt5kpU6GuQjbLfvaLs/z04DtozrZoNRTZOGLTD1+HU0wvcbGlFBituX3PrRx8+eBKTJHXzI89+a6bVpIfuwv4M9rriHrAR40xn3iz9cFVIEHZrt0m3ywRmxb1sEEjkOJy4V6+v8j8e7Ufq6Ftyng5j913DFN94iwDCzM0cl0Yv5uy9PDDGJPrZ7DQ2x48pTKYRKO71uAZRcvOIhyHJI5xSoPIOMak88RWO+IYFQdpLNSZDmDLuhJxpFjX1YPrWeRlGktI1kqLitWNLSRFrbA8iRNGtJImQaPM7MUZBtYPYKTk/2vvXGPjuK47/jszszuz7yVXFB8iJVKSLZqybCn0Q3YsO4qd2LFdNEGBBkWKvIo2SYvWKWoXdj8ZaIoEdlEEBVKgbZoUqZG4LYI4aQzHjl3XtvyUH4pkJ5ItWU9KlGiRXD72PXP7YWaXs7u0LZlLWVnNHyBm9nL27Myd/7333HPPPScUMqhki6zduJqJY30csYt0qCgRSyOhLOyyjW07JO0oZXGIOAaJlImUhEjWYK5kExKDaCjE9HyeRNSiLDbRiAlomNEQHbNx5k/lKeWLpDIxUlaMcCpSqzRNNJTjvgwjtLTXPb598w97ntwFDd59SyE1gFJqEvj0km6uAS1XRXRdd12aqlE+q+fgHb18NNSfU/dXPSzIqFJe02DbR1Zx9c3rGSbHP4VD7Fyxluczq8m8/hiTdozo0w+gCgWcYweJvPIwRStDbMePkOI88ZmTdOx6hGJiJckdP8Io5nBOHSXywkPMRFdgPvo9NvR3EC+8Q/rZnzDqxPlx4TkK4RIzxhzdD36f0WIX3981xszJHKftCtr4Ycb3HSQ0X2D/U69w5MndiF3BTFpEu+NYmQhrvvBpftD7JquNDn5a3smUNs+sXuDHvMhKO8Uj2qucNmcpWGX+236JjJ3mCWsPJ7Qsc6rIQ9ZOep00P1evclxNUjFsvjvzv2zrGMayTEzLolx0SGxcSaVsAwrN21yqaW6sk1ZEpxzfvvmH49s3D45v36x5x/PS06/1VpHRUXeBBnxxLqh1zbVd1O8Lb3+7Zz50bFXvLK9gau8xnnxwNztKQtwWupTwgiGMzJY4mogQRbEhHmHriw+Q23QT1tgbEI2RTfYR3/sU5as/hXZwN0Si2H1DyLM/xbz990iceBvDsqisXs93Eof4Sy5B/81uHKWhDQ2jrR3m7VyRV09kmd4/xrquELfftgXDNJgeO4VV0klfNoAYek0lU7a79W1s1xivHdnPfiaxlcNgeSWPl/ZwPcOMGaeZKxVZr/p4hr2MltZznElUyGaTPsAz+m+4OXEZY/oUs06R0fgQD0+/xh+Wr2V2ep7O7hiRMGRGMpCIEElaOBWHaDwCAluvXLo/9m8LWq6KFAslz4bq30Dg97sWL0iiW14ta8ZCv15dOXNX0VTtPDbUw3VfjFD6z5cxJvLEKgZWRUcLh1jhQMlxyE/PM9G7BWbnyadXQ0jDtHS44nqsCMx+5Gq0UIjJfb9m7a2/w9zFFxMd6EI3Q0g6wyedNJaWoawJhug4ZgoKFTJFh6HpOabsHNuuvJZkbycIRDoSOLaNg4bmb8W621R7hrvp2H+UNZEUYhjousa1XAQVIV1MELPjlLHZJKtxlKJHS+GUbGakyGhsiIpS9IY76NWhKA5XyCCF8Synjp8g1r+e9OoOTh89Qaivi8mpLNnTM2wcvRjTCrf6VZ/XaDmxNU0WiNpEardMfInra7lSWAiys/BVV44mek2erklNZzStEN1DK/jsX99MOVcmNzbDsV1j/MObp7lyrsyc43AwrDPYPcjgzgexN16LpRUJHX0dufYTaM/8D7tu/Sr7jx7jCzMHsDfcwAMH57n3Y5fgOO4IcUUljVN2CA0l0XQNHSHeGSFydIZYIUlktJ8Vl3ZTHY7cZ9OolEuEzfBCGRq6DmIqNl01zA92/IKoZvJK6AQ3cilPqDcY1FeiysJLxlGuL42w09pPX7GTuBbm5dABbmMzTxbeYKPVT8yI8OzMr/jjyHZmChNs2bqOwVsuRQ/pKKcfcEOnlQe63Qi46oLoqGtYpgUaN2Nendpx1qoIzdPIOtXG11IaHsEuO5Qm5sm+eIy5U/PYD97Pzo98np1dSTrjFhelLR4az3Lv5gEOHjpEekWMDVvWUw38rxsahqkzP5mnXLbRECJWCKdk4+TKpAc7yI9neefAOIM3jqDFjTrXAMd2mJrI8tg/3sfo73+N3qEMiWSsNlo5+QrZo5Ps3p9Fn8rxHedRbtW28KZzklypwCXlVTxq7Ob6wiWcDE8xU8lzhTbIo9Yebg9t5nh0mvlQidHQWn6Wf5m7prex5jMbCKVclcOpOOTmcoTNMGEzVNumd83V11wwbqvLQuznd77YxLtqr615fs3i68YbzYD+tlAP5btisfP6bWYoKGQLZJ/bTU6l2Dc9QyKdIGqGmLYV/akwczKLnjfoW7sSMxpG0zXMWBjd0MhnC+ghHV3XmDs1RzwT49m9pxgOGUy88jZrtqwhPrISwnqtsTqOYmZqjl+98Da5iQnC8S4wHK65aYRIzAJUTZ3KThd463vPM7chykqzkz3TRwnZkC0WiTohZop5Qsp19FWWENVNck4JQ4R4yqRzOkJey3H5qgG6b1iHGAu2ALtiY1dswla4ZvK75qqtFwyxW66KlEsV1+far1+zQOpGcldrWaPZxt1s9676kdBQ6nP4wRc2TSCSjhC59WoUwlCtlblXnp6YpMfMMJ8tMvvOLCJxkl0pNM11nY2mozVDTaovBWXFs/tPE0pB70g3ic2rardRDRTk2BUO7B0jkYwSi6xF04VSqcwbOw+yaes6rIiJiDvHSHdEGPr4euamikSTCcr5CrptcFAf5yZrE/vmjrNKOoloJq9WDnFj+FJezR1moJLCUjpJPczwQIaubRchmuDYCt3QsG0b3TAIhUO1hi4NdXY+wUuo9K+4q44h4A6l1Hsmyn0/tJzYjuPUJoTVJPV1riG1UAvNCzGLTyHfrexdRhq//l4n2VeI28BmsrMMrV9DIpngzVPTFEtFT0d144r4W5VoOujwVzdfzC//4zGu/MqtCx50vpFn7NApcvN5LCuCbgiiC8m4RaVUJjdbxIpYtXtRStG1ZQ3Fl4+Qf2eaG3suIxYJc6PajKo4TL2T51fzh8lrJW7p2sKI6mGwnMTsMFj98XVIWEcL6SgUdqWCbduIFkbXjdoI0sJUeAD85IWTTbvUP7O1e6kmvy8DE0qpL4jIWtxkS5uXIrDlduywGUYEd+c4tVTqQPWocFS95RoW9rT7LNl1PiU0lvl6aZcmC4qM5tvBU43zWg3gUz3mCwUSyVhtArtm4wCH3zrC5MnT2LZDpVRxySriBbYRpk5OcvTAMa783a3uEM/ColK1PRXyBZIdUQr5AlrYIdERpnewk9SKGOVKxbXd65rrFOY18r7L+sG0mTk9QXZmDtGhUrEZjQyySe9je3SEk04W21R0bVxBtD+OHg8jYR00UI5Dpez6gogmNR8cf9W1IoGpR+om7z6vfCm4DNgBoJR6G+gVkY6lCGw5sasvq6puVLtNv+7bmA7FT+5qL7tAmoXJYbOq4ifrwplqkNFYBpCdmiHVma6pQFbE5PKPXs6+XfvY8bOnee2JV3jn2Eny8zkqFZtTR8bZ8dD/YSVNegZ7vN+j9qx4vi3Dl69l6KIBVq/tJp2JY0bchj4/nyc/n6NULC3khPFIKKbGwA0jdF3UzemDY4TjOol1SToH0iA2+el5jkwcJydFtFSYrsv7vIbh1aehYUZNzIjlq8lF6nHpWK7YfXtwfbIRkauBLtyl9Q+MZVFFaiQVHxF9Q2NVJWnuQ3zfU9W+0C33iaid13piUW5uxdp1tX607nr/gn2lUiYcMuoaSywZ5ZqbtzJ+eJxDew/y+ot7ULZDuquDdHcnn/zSbVgRs44iPl/Fmpxo1OLXY28RDptYUZPs1ByG4U4wjx86SaXisPaSATRdq31JNzQyF/VgRcOYsRCTU/OErDCjg8NkulJcn6+Q7k8jmoZmVJujT9XwVU6DIaqp7paA5fLu+y5wv4g8BRwD9gNLCkzZcmJXypU6+3UVdZ20orbMTrUn99HQnfwpmnvoxV6Wqqk4C2hSZmqf3ImsImwsPLr/3nTDYNW6VfSvW+Ubzhd8y332l6aRoXo8eXyCX+86yND6fsqlMlbEQheNdCZFNB5h/+uHyc3lSaRideZPAWJ9Hcxl57DipqfWJUn0pKgNe9UZeDWHY8OzLTOOsLg/9lK9+24BfqmU+rrXY9+hlFpSpPqWqyLVnqla/9XqdqqWCm9iqRZYs6CD00ySakqPWplvCFDI4i90kTfsl6scheERu1Flccu8AD41Pb25UdWrQPWfK7ZNJpMiHDbJ5fJMnp4mGjfJzeWYnJhCMzR2v/Ab1wxX22TrqjKapmFFLWLpGJFkhI7udE3Pr4ZRqFqT/IE/m4OA1jfEligiyxe7bzdwt4g8A3wDuHOJ8pYh/IJezVZVncS51a6JS5ZamfheiUgDuer15oUB320Q/sQfVYLXvdS6WWf9ixfAUY4bUdV3FQ3n71VW/2uCn1aOrcBRpDpihE2NaMSkUilRLOXpyKSIRCwUNsVSgdnpuTp5VYTNsLvbX6SWXrCx6dXTerG/5udeKjzrR1Nm3qVaRZRSh5VS27y/Tyilji/1XluuiriQ+gWaqq5db/fzX77oZvZaQd31Z/KKGq/xzGtUG5nmqkzvKsufYOT9ersGdUcpege66V3dw+sv72No3WqOHznBU488xyVbNrCqv5eVPRnS6SRH3jrGpqtGGu67ztbyPr/X/P93V0lao6h4JD4vPfr8WBZiL0zovM+eyU80cBz/Ao37f+VmhlvcIaqmpvgnhh/0vjwrhqa55jzqqUTtvFnFadSl6/+zAMPQXdddgdHrNgGwojtD/+AqDuw7xPRUlkQ6Tt/qbnRDqz1PM53f7Tnf/fkXV5kuTLR8SV1EJnCHqADnH9Yopbo+7Js4F2g5sQMEOB+wDLvUAwT48BEQO0BbIiD2e0BE7vSOt4jIn7zHdf8uIrf4Pn9WRL51Lu6xneCvNxG5UUReFZGdIvJ3Zytrmcx9bYM7gb9XSv3iTC72QnQ9CmzDzWTcfnj8nibvPm765pLMf4315gtSuV0pdVxEnhCRK5VSO89UZlv32CIyIiLPePm5HxORvxGRR0TkcRHZIyJf867bLiLPichTIvK0iPSKyDeBThH5toh80deT3Cciz3o9yf3+31NKOcCngD895w97LuCSusm7zyv/wFik3i4GjvsWah7BJf0Zo62JjZsD/gml1MeAb+FGXksCnwS2AneJSA9uRf6BUuoG3CSaNyml7gEmlVJfrwrzHOJzSqmPAtcBf9T4g56PQ0uSKp6HWLbMvA31lgH8+R6zuMF0zhjtrop8G7hTRP4LN2zW88BzXg8xLyKvA/24lfi3IjILXA688B4ykyLyL5680HLe/HmI5fLua8QkkPJ97gQmzkZAuxP7S8BDSqlXRORzwL8BOzwdLgqMAG8BDwMDQAX4+XvIuw1IK6W+LCJrgK8u692ff1gu775GvAn0i0gfcBK4HddH5YzR7qrI08B3PK+xPwfuwW3MT+L23t9QSmVxfR9exiX1S8Cfed8/ICL3+eQ9D1wmIs8BdwGPi8hfnJMnOT+wnJl5a/BG1DtwdeuXgJ8ppfaejYwLauVRRL4IDCul7v6w7+W3FstgFVkOBMQO0Ja4oIgd4MJBu+vYAS5QBMQO0JYIiB2gLREQO0BbIiB2gPMGjV6RIqJ7Pj3W2cpq95XHAC3GPx+6v8mO/ZXBu1rq3eeVfQ64F1j/gWQG5r4AZwqP1ItmDWsBuQ3g88DFSqm7PbJruFGhhpVShbORF6giAc4G58q7D6WUs5RoUAGxA5wNzpV335IREDvA2WC5MvO2HAGxA5wNzol3XysQTB4DnBWWwyqyHAiIHaAtEagiAdoSAbEDtCUCYgdoSwTEDtCWCIgdoC0REDtAWyIgdoC2REDsAG2JgNgB2hIBsQO0JQJiB2hL/D9qPGmYbZn3igAAAABJRU5ErkJggg==\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": [ "data_norm_reg.obs[\"leiden_1.0\"] = data_norm_reg.obs.leiden\n", "with rc_context({\"figure.figsize\": (2, 2)}):\n", " for res in resolutions:\n", " sc.tl.leiden(data_norm_reg, random_state=42, resolution=res, key_added=f\"leiden_{res}\")\n", " sc.pl.spatial(data_norm_reg, color=f\"leiden_{res}\", return_fig=True, title=f\"Leiden ({res})\").savefig(f\"figures/s3b_{res}.svg\")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "scrolled": true }, "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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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "testdata = data.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/s3a_{smoothness}.svg\")" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "nresamples = 100\n", "totals = (20e6, 10e6, 5e6, 1e6)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "obs = data.obs.copy()\n", "for i in trange(nresamples):\n", " bdata = data.copy()\n", " bdata.X.data = np.random.default_rng(seed=i).multinomial(bdata.X.data.sum(), bdata.X.data.astype(np.uint16) / bdata.X.data.astype(np.uint16).sum())\n", " bdata.obs.total_counts = bdata.X.sum(axis=1)\n", " \n", " segm, _ = SpatialDE.tissue_segmentation(bdata, genes=vargenes, rng=np.random.default_rng(seed=42))\n", " obs[f\"segmentation_labels_bootstrap_{i}\"] = bdata.obs.segmentation_labels\n", " \n", " sc.pp.normalize_total(bdata, target_sum=1e4, key_added=\"scaling_factor\")\n", " bdata = bdata[:, vargenes]\n", " sc.pp.regress_out(bdata, ['total_counts'])\n", " sc.pp.scale(bdata, max_value=10)\n", " sc.tl.pca(bdata, n_comps=100)\n", " sc.pp.neighbors(bdata, n_neighbors=20, n_pcs=80)\n", " sc.tl.leiden(bdata, random_state=42)\n", " obs[f\"leiden_bootstrap_{i}\"] = bdata.obs.leiden\n", " \n", " for total in totals:\n", " cdata = sc.pp.downsample_counts(data, total_counts=total, copy=True, random_state=i)\n", " cdata.obs.total_counts = cdata.X.sum(axis=1)\n", " \n", " for smoothness in smoothnesses:\n", " segm, _ = SpatialDE.tissue_segmentation(cdata, genes=vargenes, rng=np.random.default_rng(seed=42), params=SpatialDE.TissueSegmentationParameters(smoothness_factor=smoothness))\n", " obs[f\"segmentation_labels_{total:.0e}_{i}_{smoothness}\"] = cdata.obs.segmentation_labels\n", "\n", " sc.pp.normalize_total(cdata, target_sum=1e4, key_added=\"scaling_factor\")\n", " cdata = cdata[:, vargenes]\n", " sc.pp.regress_out(cdata, ['total_counts'])\n", " sc.pp.scale(cdata, max_value=10)\n", " sc.tl.pca(cdata, n_comps=100)\n", " sc.pp.neighbors(cdata, n_neighbors=20, n_pcs=80)\n", " for res in resolutions:\n", " sc.tl.leiden(cdata, random_state=42, resolution=res)\n", " obs[f\"leiden_{total:.0e}_{i}_{res}\"] = cdata.obs.leiden\n", "obs.to_pickle(\"data_obs.pkl\")\n", "data.write_h5ad(\"data.h5ad\")" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "data = ad.read_h5ad(\"data.h5ad\")\n", "obs = pd.read_pickle(\"data_obs.pkl\")\n", "data.obs = obs" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "def split_join_metric(obs1, obs2):\n", " cl1 = np.unique(obs1)\n", " cl2 = np.unique(obs2)\n", " \n", " cp1 = {c: 0 for c in cl1}\n", " cp2 = {c: 0 for c in cl2}\n", " for ccl1 in cl1:\n", " cobs1 = obs1 == ccl1\n", " for ccl2 in cl2:\n", " intersect = np.sum(cobs1 & (obs2 == ccl2))\n", " cp1[ccl1] = max(cp1[ccl1], intersect)\n", " cp2[ccl2] = max(cp2[ccl2], intersect)\n", " p1 = sum(cp1.values())\n", " p2 = sum(cp2.values())\n", " return 2 * len(obs1) - p1 - p2" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/plotnine/ggplot.py:721: PlotnineWarning: Saving 2 x 2 in image.\n", "/home/kats/.local/lib/python3.7/site-packages/plotnine/ggplot.py:722: PlotnineWarning: Filename: figures/3c.svg\n" ] } ], "source": [ "data.obs[\"leiden\"] = data_norm_reg.obs.leiden\n", "dists = (pd.concat([\n", " pd.DataFrame.from_records([(i, split_join_metric(data.obs.segmentation_labels_default, data.obs[f\"segmentation_labels_bootstrap_{i}\"]), \"SpatialDE\") for i in range(nresamples)], columns=[\"resample\", \"dist\", \"method\"]),\n", " pd.DataFrame.from_records([(i, split_join_metric(data.obs.leiden, data.obs[f\"leiden_bootstrap_{i}\"]), \"Leiden\") for i in range(nresamples)], columns=[\"resample\", \"dist\", \"method\"])\n", " ], axis=0).groupby(\"method\", as_index=False).\n", " agg(y=(\"dist\", np.mean),\n", " ymin=(\"dist\", lambda x: x.mean() - x.std()),\n", " ymax=(\"dist\", lambda x: x.mean() + x.std()))\n", " )\n", "(\n", " ggplot(\n", " dists,\n", " aes(x=\"method\", y=\"y\", ymin=\"ymin\", ymax=\"ymax\")) +\n", " geom_bar(stat='identity') +\n", " geom_errorbar() +\n", " labs(x=None, y=\"split / join distance\") +\n", " theme(figure_size=(2,2))\n", ").save(\"figures/3c.svg\")" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " method y ymin ymax\n", "0 Leiden 694.25 572.679937 815.820063\n", "1 SpatialDE 585.76 469.425745 702.094255" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dists" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "dists_spatialde = pd.DataFrame.from_records([(total, i, sm, split_join_metric(data.obs.segmentation_labels_default, data.obs[f\"segmentation_labels_{total:.0e}_{i}_{sm}\"])) for total in totals for i in range(nresamples) for sm in smoothnesses], columns=[\"depth\", \"resample\", \"smoothness\", \"dist\"])\n", "mean_dists = dists_spatialde.groupby([\"depth\", \"smoothness\"], as_index=False).agg(mean_dist=(\"dist\", np.mean))\n", "spatialde_optimal = mean_dists.loc[mean_dists.groupby(\"depth\")[\"mean_dist\"].idxmin()]\n", "\n", "dists_leiden = pd.DataFrame.from_records([(total, i, sm, split_join_metric(data.obs.leiden, data.obs[f\"leiden_{total:.0e}_{i}_{sm}\"])) for total in totals for i in range(nresamples) for sm in resolutions], columns=[\"depth\", \"resample\", \"res\", \"dist\"])\n", "mean_dists = dists_leiden.groupby([\"depth\", \"res\"], as_index=False).agg(mean_dist=(\"dist\", np.mean))\n", "leiden_optimal = mean_dists.loc[mean_dists.groupby(\"depth\")[\"mean_dist\"].idxmin()]" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/plotnine/ggplot.py:721: PlotnineWarning: Saving 2 x 2 in image.\n", "/home/kats/.local/lib/python3.7/site-packages/plotnine/ggplot.py:722: PlotnineWarning: Filename: figures/s3e.svg\n" ] } ], "source": [ "def label(x):\n", " if x == 0:\n", " return \"0.0\"\n", " exp = np.floor(np.log10(x))\n", " factor = x / (10 ** exp)\n", " return f\"${factor:.1f}\\\\! \\\\times\\\\! 10^{{{int(exp)}}}$\"\n", "dists_spatialde = dists_spatialde.set_index([\"depth\", \"smoothness\"]).loc[spatialde_optimal.set_index([\"depth\", \"smoothness\"]).index].reset_index()\n", "dists_leiden = dists_leiden.set_index([\"depth\", \"res\"]).loc[leiden_optimal.set_index([\"depth\", \"res\"]).index].reset_index()\n", "dists_spatialde[\"method\"] = \"SpatialDE2\"\n", "dists_leiden[\"method\"] = \"Leiden\"\n", "(ggplot(\n", " pd.concat((dists_spatialde, dists_leiden), axis=0).groupby([\"depth\", \"method\"], as_index=False).agg(y=(\"dist\", np.mean),\n", " ymin=(\"dist\", lambda x: x.mean() - x.std()),\n", " ymax=(\"dist\", lambda x: x.mean() + x.std())),\n", " aes(\"depth\", \"y\", ymin=\"ymin\", ymax=\"ymax\", color=\"method\")) + geom_line() + geom_errorbar(width=5e5) +\n", " labs(x=\"sequencing depth\", y=\"split/join distance\") +\n", " scale_x_continuous(labels=lambda x: [label(i) for i in x]) +\n", " theme(figure_size=(2,2), axis_text_x=element_text(rotation=20), legend_title=element_blank())\n", ").save(\"figures/s3e.svg\")" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " depth res mean_dist\n", "1 1000000.0 0.5 2346.03\n", "9 5000000.0 1.0 1311.49\n", "16 10000000.0 1.0 1038.14\n", "23 20000000.0 1.0 829.35" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "leiden_optimal" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "scrolled": false }, "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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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with rc_context({\"figure.figsize\": (2, 2)}):\n", " for total, optimal in zip(totals, (3., 3., 3., 0.5)):\n", " sc.pl.spatial(data, color=f\"segmentation_labels_{total:.0e}_0_{optimal}\", return_fig=True, title=f\"SpatialDE2 ({total:.0e} reads)\").savefig(f\"figures/3d_{total:.0e}.svg\")" ] }, { "cell_type": "code", "execution_count": 22, "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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zLzc7ls6d33WCj596kLeHG9gVnaSvnSansjznnuVt7fU8Lc9QIEtXFPCcf5a3RBt5Xk7QRZqg7XMoO8mb2MQLcpyCytAr8jwnTnC73MQBPU5OpOgxOfbKk9zKJk6pKVLCZ8B28XR0lLewmf16HCdSDEV5nnNP8qZoIweZIqNcBqICu1OneGO8gVPuHGnPZ7Xbxw5zlLeozRy1U3hSsTEzxMhzlqMrmpz2SzgWRlQfT/kn+Pn178cXoAo+QX8OAOWqzleNZWJ9seYWryvBvgIdNBf7Hl6M5ZX94m6HZY9D2As6aSBpQJklj0dHo9fDJnNnF5h4+hSbKNAwDVa63bjKJQphje6jHIV0RVkCz0cLycpGH0XTps/NI41CScXauJ9y3KLPzRMYl0jHrHEHqSuffp3HxGCVYYMzSDNqkxEZsq5DqGNW636qpk2vzWJ1Ygev1QNUw5CCzOJogVKwKuyjjcZvBPjaYbHZYIXXS0OGFMgAlnKzyXA+j9YNusMURhuiqMUKshyYOYRf1aSyLuGmAkP5bnrW9pLtTr9i3V6qD/vvGy57B03Ujpb5aM9jyaK+uH2+1G1wsdX9YgtcnGskmthQm6owe2iOM0+Mc/cXv8Of3vs3fD11iLzXxV+lnqMaaw7JOZ7wjmNbLl/OPIfxBKe8RXYFJ+h2s3yn6wVaGKZTJZ5NnyCtU9yXfp5IxJxhgSedI7g6z1f60rRszKwq8YQ8TMqm+Y7cQ1tETNkSj5gDBFGKu9Vz1ESbOa/G4+nDdIkc9+VeoOlFzLpV7vcPkjdp7vb30nDaTJgyDzoHCNopvho9w3irzHhU4m/Yw1PBPF8Te5iJq0zpKnf5++gSOf7Ce4an++fZ4U7xx6e/Q8k0addDwmaE1ks1KS6oPfGiuvz+x2U3Ra695lr77N7nXrbn4MJP5MVW9oUMk5cqWhxqPv3o3Xhz8FR0jB9wruPR6n4GbTd5m2Gne5y3N7bwpHuCEVGgS2d4yjvOm6M38HhvirXF/fTaHA8MreIDRcvOnKAnhqGW5dFeyQdKlqezkoK2DLYtz4YPcId8E3u6AnKhYUUseLhL8J4S7M1ATsNww/BIQfLeouaFrCJjLGtDwd1Zy/snpjnujhOlb2B9y/KUeYg3izs5kHfJlveyKu7nUfcAbw23ckRNYY1gHUPcMzLCO2cjjuUdiC3r64YHBhTvOzvJaWcaX0mud0b5tn+Q/7T6w+TXFcgNZV/UZX++vgW33XLL68YUuSI29s6nd73sh+/F1X4eFxJ9OmkX9GrAzAvTTOwf55RXxlTb6FqIEg6xI2jHBqEhRGNkFqtcjFCkaFJ3u7Ha4tDAKgchUmjZ6fcRglAblIDQGDxXEXcaqEE8T9PtI+50dY4uTjGT76N/YZpGdx++1VTyBcJ6i9HFaar5bmi0yEYtZjO9DJemqPoS4Xfj1aqUvJgB7dDo6kFXZmhnPCTQUw6x/T6RtbiLMYt9IxQWZqj7GRwpKAY5lLSkwxka2sVRgmymm7yosb3VR+Nan65VBVYODS2rvuWNSbjtdWRjXzE+tjjHY+jgHEfk/K5d9neuZ8UuHTy/LHFItDaU9szSX/M40DiLPFvjYfcEsYAzusgBOYmLy1PBCSK/m6lsnv3dGazq4YleB+NIprN5XsilIdI83iUIrWVcGQ7mJCoy7Ox1aGKZcgX7chIte3mqWyECh8VAYuYOsLY6j57ZQ2H2DMHUMfakBCM2pjWxm8zESTILp4mmX2B1ZZH6zPNkSjXS08eIZ/Yy1pI0p3bTNXuadKXEPu8sfdajOfsCPX6dgVSN9swLDM/NEE3tpqc8Tnb+FM/2OnTbFru9U1Ty/VSy/dybckiVcrjzLZ4+fZgdB/cRh/E5G3A5J/DvqoXdCV3xdSHEI0KIJ4UQN12WfK+Mu++ZJe/bBc10a1nmwlt+bLlbb5mnpLMZtWJ++u6P8w+9m7hnfg8b/SEKFcX9HOY9tevYkT3KmO6hYDM87h/h3fHbeXAwzcoQetqWB3sl/2AqZkevYqBpGAwtD/QpfmAyZFe/S0/LsFJLvtMj+cBkyM4eh4K2bBQOXQ9+iqEN72Bx8gWUnyXfM8bs8cfoWXMn1en9SDeNkx6mMv4EXSveTGPhMI6bQqWHqUw+Sc/oW2mUjqAcHz87RmnycXpXvJVG+Ri+65EqrGbmxEP0rX4bjcWjaCsI8itZPLuDntVvIaqcRmtDV+86Zk49wtiaOyktHAdryeTX8Xs3buRHz5zlTDDN/7X1vQzeNIxy5BLXYKkmgYS2+uwzz16Sxj64ecuL2H1bDh18zX5sIcSvABVr7e8IId4O/D/W2leM6fKq8r3cgn3N9mvs7uefexVtle/iO7FwanGWk5NTLEyUyFYVZ+NFBkyOcrVGs1glJ/KMexVGZDdVQpqZYfraIWczafpCaClB7EoKzZjpQFKILE1rMJ4i19JMeoIhDaESDE8fI84PoxZOIfrH0GELP6yTDbKEjQVwE4+FNW2Em6NdK5IZ6CK2Mc2ZOo7XhQlLeKkcxhridhM/1U27tohy0yhhabeapLPdtNslgiCLFNBuN5FeDhNVsPgIDLFu4/k52s0ymVSWUGviqIny8ihTw1FppLW06nXqg6uZj6bYqgZYu3mUVXeuxfEUFwt14u677ZJMkY5Qv1TP4798rcIthHgjcNxaOy2E+GHgw9baH32tZVzCZTdFXM89x+NY4jqwtG1Fh/DTcbjaJU7J+eNL59aLLQ7uOsHpk1PMNIsEns9ps0hcjymVykyoNlK4TLoVQm2pyZD5lI+QGc6kEvZfTQkm0KDhlA+tUNNwJHOuIIVgNqPQApqeRNTn6ItbiNYsmXqZoLZAWJqmFUK1OJXQqUxIVF9A4tCsTEFgSRcsNizip3x0OI/jQqxDbFTE833ajRmUNERxSKsxR6glUX2WRiskilrUKtMI5dIoT+Eqi1IG3ZwDoWhXp4laTZSOadVmQTjUyzOYuE0Uh+hojkzYYNIrcuNbtrDqLWtx3HNR3Tr/5flncOm47LH7rLWPd4T6buCzJNHBLhmXXbCFTDSxsabjhzYJQ0kkaWIprXOO7aQZaxJr2xjiOObp3fv5XGkHU3ERZSW/Xb2b66JRvhzuZMKrESiX39s+xFazjnuzz3NmYCNebPijNYrtpZhvDSomUuCFhj9e47K5HPPgiMtUTtEFfHK1y3vHJ8jt/TKrX/gOys9xZt8X6epfx8LZXbSrE/ipLqYPfJmu/nUUx5+mPH8K4RfwtzzA8HVbcLoPY4NJeq8Zw99yP10ja5k7s5veaxcZuH4Mtelehq7fSHrbafLb5+ndvoKZI18i6BqjVTxAZussI9etZnLfF8j2rqQyf4Dsthl6tq9i4sBX6d2yhvTWacrFI6Tyo8wc/irp7lEqxWMU5w4RdK/kD7sf44fVzWRW5FG+xNLhabPEfU/2xbkGzCXhsrP7OmHxHGvt+0gidf3BpXKx4QqYIjfedKPd+cyLw1WcZ56dI7mc80tfXN8Tx2b5woFHuM5fxVRUpt1usaKSZcf8YdZFwxT9NuWuNaxvCZ7LSzbVYiopl7oSrKjG7M1JVtc0UcqhJCybmxrn7NP4vWuQuolpVSE3RrRwmNVrN6BUyImT03T1raJePIGTGiIMG0jTIts7huibJKz2gtPGCVpU5n3c9Di6miZVyOKkgWgIGUyiW914AVhRoV0ZQKUmse1uHGUwsoqpDGAyU6R0HyERwqlCfRCRm8HR3Wihwa2iy/3Y1BThZAasoFlbINu9gnpxglS6gI4sUlfpHt1MbzrPhn+4ESdwXoJTc15GLoMpcoqXZved3nLo4OrXkqcQ4mvAn1hr7xJCDACPW2svafQMXAGNHbajDs9ZXmheIAF53hTp7GPPp1kraFZDpo7M4QsXlEQaQTxdoz5Rx/dT+EEASFKuQ2TBlRKhEhKTsCCUwJMSgUCGESkFgdAErktWgjIGYy1paXCUQimB0RYpJFIlL5wXKKQrMUDLGKQURFYjZUKb7e7uJVfooTA4iuunkdJ2BkcIlJJIAQhBKvAQEqSSIJP8nUCRSkmkL5BKgLRYJTA2xliDjg1axyhXIVVSjwkvxBLGgIkJQ401lnarBY2Y4myV4rFFsMvNjqU6Xr5/ybgSsfv+I/BRIcQjwNdIYhJeMi67YCslz3E5EqadOEezXBr5YUynos9xiBMutjWWyd3T/K/yN1jrD/JXi49xpjlDudri00PPsII+7srvZTpVRjaP8qfrPcYalm8NK06mJC1r+LM1HutieGDMZfT4Y1x3+gCV3Z/Bzw4xefJRmpUzuK7D+P4v42cH2b/7QU4eO4zve8j199O1fgy1Zh+5jXPkNmRIb3yAuF0gO3QIrzCFNi5i4Nso+hD5g8jMOGHLRfV/m6iWh8w+InkcG/nonq9jWwVEbj+kT6DjAIbuwsYFdPYgKn8KTBY1djfoPDZ/BFU4iTR5GPk2zbMpipPPk9pwisyaPqb3fx7X76K+cJDawj4yuT4O7vkzatEZHvn0H9OcrJ6r41fuMXht6DQQ/yXJUC7bWb/mhiOAtfaAtfbN1tq3WmvfeDkGGcAVI0G9hCmS3O4CDvVSZZvOkKfaYpPPPHU313qruL/2Am90NnLyzCkWozbr9QhPpo9zvbydCU9QdQWbaponexXXlwzzrmBBGq5twbP9Lv/wxGlarTKtRpl8/wZK03vJ9m4iDmvEYRmvay2N+X30b9+CFnWcoIGpj2GzR4nqowRBhFFlCNcgUkcI6yM4ToSWRfTiJuy+dTBQQcUuuuzhjFYw4z24g3WsVsSLPmK4iD3bg+irYiKBqKVQYxWi03mcW5/BEOOlS8j2OmLvKLT7kzEPwQK2tQbhnyBq9CKA+X2nyPdvobF4BNfvR1gIG9OMrr+embP7WDV6B2vvXE33ht6XHS52lQR1mXAxV0Qs+58s588QCIrtGt3tNG1CNqlhwvk6QcOn3wkIrWZVNEDsWzIaPGvBVYxUNbG1ZIwkQJJtlljfKKCtwMgUQdbDWo2bGUYpSROHIN1LkBfYcIhmaHDdgHZL4gqDCfvwXJcoFihRwBLTrvdCNYdRYD0H2U4TZhu0wojAbeF2ZQgCje4L8TOaKNZILG6gMQMhMqNpt0E4EcqrI3sz0OhBmBgrBGEpQGcLiHYBJUAbjcJg4wKe69Guafx0N2EYotw8ynXRscHKHPVGCz9VQNqQzFC2w9d+PbJDLsTlJ0GFySj1JS1sOR8nJOm06Yzs7vQ0Lo0Gnz9Z5MuPP0yj3ebz5SfIT2nuau5lIlWlpiK+3bWXjBzhoQGHybQkcgRfHBCMCMUTAy6zXQ7CVzQOf5PtsxMsTj1LWJ9ECsPU0XspFHooTu1GN6exwiLGniCzqhev5ygqM4urBLZ3B4osNn0IGUyjNZB/FHtqM+bpbUR7N8Gpa4h2bIRsTHp2kA2ZiNHhGuuKDUZXVRnVVUZlleHhGutKDfpHyqykwbqgwchYhdMHPo2bi9DPb4WD1yDO3kj00LXIs9fD7m3Eu7egj22Hngcx2sMEJ5k/vA/lpVk4dhexcGkWjxFWjtHT28vZfd/AcQKOHH2IqBElJh3n6/5i/s3rBVeGBPX8cwDnvR7wIsL10m3bOuIX7v4U72xv4RTz1GybG5uDfLXxHG8ON3NSFmmoNtvjNdw11s+bFg1TKcGihFsbcG+v5CcOHKPZmMdEVdz8RqqzT9M7cj1hs0jULtMzuI2ZM08ydNNNCLcGXoVwfg3zB55k6JYbkF4DLYvQWI/M74PmeoRq0Hrg7ciVRczxPtwVFeK2YlXXNLUej95STNjjozQ49Zhmn09qpkk16xK1YvymZiGrGK4bGnkXD0GqrWn0+mTn24R5F60N82OPI+dup/70KmR/FaNBz6aRq+cxZ/rw3/YIYWRYfO4omf5rqc28QHfPSiySWvEkPYPXU5p9nlR+lJ58wO0/80OoTiyRi02SS/WK/H3CFbCxb+rY2J1xhxeOLr1wCJOFsBly1907cHwn+X5YQThXIyqFVI1FOQn/uuUNoKWLlSTeCwQjcxOU+wcZmR0/N5FKI9QoJUl5CtJgYxAZiagZ0sN+MrpKQGkiRAhDMOhjjMF1JVpbopaCUh/K0ejFHiKt8V1BLh/hOS6pIAQpsLFBusmg21ozZrHWJm5rXM9BSYG0FseT2MiCI9GxxmhLqA2ekuSyPilPoXsX8Kt9VIpZlNei0UphI4MRBrRA9SxiCtM0p1qELUHahVhbHCkxsSaKQEhDdy5Nf6qLdT98E15PJnm4F4jw62ugwRUgQXVcd3BuSNeSUFtzvuG49D5VZuv0xBl2No8xqyvUSiUebh9Exw6HM5MsqDqxa3lyMEVWSA72OMw4AuNIwqmnWVlaoDh/hHZjAaMjWvN7cRyP6sJRgv4aqhu8wUO4PSl0cBrrFomtYfH0LtL9WQhO46SKRHGMSb8A86PooyvQp1ckpsipQfLdLfpNSDcthBUEk03m6zHNiTrliRrTCw3WNC1jQ1k2pjzWZzzGBjKsC2F4IMNqR7E27bNyKMs1yqVQCEjVI1ozDaYPBWQnm3R31+mJm+ipFNIVRAcH0MIQHVmBSk2RGUxTm3oKbSRhdYLKwkkc12Nx8kkcoWjVJ/AyBYRKHunSwN6l5/G6kOZluOyCrXUyBcs5krs4T4ZKRpwnvmCAWrHB+HMT/GF4H9d7q5gJSzxbPs7tjfV8pesZ1rWGWBA1nh1czZ0lyxdHFZtqlrovGdzzLQpDNzFx9F66etagoybVhSMMrryVxdMPMnTDepAhc3uep3FsC6J/JyoaRtsQMsdYcdtbMIWnkNEQcRwT3v9G4j0/hH5uFaqrSasdIyd76b15ntFqiM24hLHFTNbZbzUDxTYi49Kd97nW97Cr8/QXQ3SgsEqQmm/RGM6QmW0SBwqjBOn5Fq3hNMOVmGwhoK8vxRalOOIK7OkqsSNZtXaKVdEchVvGMcf6iN0W0dPvxeRfYGjbWylO7UY4GYJ0DzNnniJY9xa+NniWTZvfTt+NY7hdKf6+CnNnItMnhRDvveS8Lrcpsn37Nfa55/dwQRAbe6ElYo1h5vFxiieLPBtMMOR3MU8dd66NqRhmVIt8mKHsNXGDEZQKmJcwEEMlrRiZmaDHRLTadaSXR5oGoZH4nkejUSHb04fsbiBxqS4YMv0R0nbh+i0iLRFWYWQDWxtAz3ajiRFxCttyaTs1GlVBPuuSykhGuhpoVyBCy0SpSbWtWV0I8DIuTicgjlUSJ9IYz0GapLEWC3C1wbgSqZOObiElIowxroMwBikEWoCjDdPVkEYzJptyyedcRKiZqWbRoUQAamCGcKoX+g8j/Bi9oPE9n1q9Qj2TY1sqxfYfvxOV9ZbTsVm+eTn42F96m34Ru+8jD6nLMgeNEOL/JpmU9UettfdcSl6XnwTluudi1S3Foku4IQZjDIvH5tn/jUOU9s3iGsEJMYfnepxozlIqlqkLy1lvEV86zLoVyq6PlYIzOYlrLeOuIdVYRBtDqXiatO9Tq04Th3Ua7YhGdRzjCaxXxKgG+X4PJzuLEg6hmAeZzBVq3Qkasxni6S7MQh5tLHY+g/AEspHGafvJQIN6ElDHNiJoaXJpl+7QIqXECTWeTj74fl0jpMBpxjgtjTQGtxQSxwZRi5CNGKMNXiUZOuc0NU5bo4TAr0QMdAeszfmYWsjkYpOgFhN4QM2DegCVXuxkL07GRWbL1OuzOJ5Lq3qCbm1ZKJ1FBorlsfw4532yl8U30hHqF8Xu66RfEkQyBfj7gG9eal5wBQRbqg6nTFgsSYDFZJJZSztu8Y+f+BjPp8/w5wPP8XvpR7k2s4r/ufgNxmopDvrzPBYcYVttgNILn6fX5JiJd/FAD2yrav5wleKtR/bRrE0wO/k03UObMJvvZ+DaYXLba+SvPcLQddtxVj2ItDlEUMTk92BKqzjy8OeRNoNxSsSZ3di57fD0RowfQdMnPtSHHl7Ae2EdA6MBtumxNl6g1eNSOFsnFgLPwIpaTK3LpWuijlVAZMjNNGgUXDJnqiCSbvvsTJNm3iU/2QAhkNqSmWrQyDlkJ2skIdI0wUSNRs4lM9lASMFwT4oNLcvhKGSkvsDalfOMDE3R3DOMt36R1n130Nr5dnLtD3Ly4N30jl3L7OlHuebd7wUJQloSboFlKQYJYpmwXxqu2My8wO+TTI19WUyIy+8Vuekmu/OZFw8NsxYapQb3ff5JJkdr9Ks8KeVzojHLFjvM/jOHyds8ViumvRKrqr2cypUoZDeitORUSnDDfI1U+QTSzSCUR60yxdimTbS9WSonwU+lqSxO0rtmPWTmcUWA1QHGnUXURtGpeThxLW3VRM33EnVXoZJCOoZItQjn0/Rv0tSmFI5jSPXEDHsNwqyLqMVMllsstA3rMi6yOyCtLVaA9B2cWkiYdVCNhKWIp/CamjCjcCOLBowj8BqaOONgmslIF+1I3HqEKfioMBmOFjng1CImYo0MDd1Zl7pwKZ3Jo3prqHYKgcAfLbHmjmEcGTGwYfRcrMOXw6W6+770Nr08HMwFj/cjD6nXrCSFED9OMlvyfxJCfAb4/KWaIpe95zHsdNBYuxSw5byIl8erFHoyTIoaSkni2BAZjS01iY1F+QoRS0JhkEGAkILISgIlwYEcMfU4Iu0btLVIYqqNCMeN0VrSDjVWhx3ed4yQEEUG3CjxysSWsOog0mnClkQoA1rSjiPcgiTrBxhbBy0x0tBuQmwMcdriA8OFAF0LqVcjyrFmhe8SBA7a1fgGrBAoAUhBiMXGBqQLJk7ShUR0Ish6MgkKZIRFWWiHMYQ2Cd/mOLhWMNqbol5ssVhqQVYT6EGk2yCqSYSUuDpLV2+GTG+6M/o/CZJ/gYd1yTN1eVqSVyR2H8nEqtuFEA8Dm4EbhRA1a+2O15rh5TdFxJKr77xdlwxjtJTLdf5H+1t06YCn68e5p/YcQ7qL37T30hXkeN6b4MHUQQbjXn57Wy8y2MjzOcFdPTBWaTP+wl+RTacpL56kNPkU2b4xnLX3gXXIb1kku3U/fVvWYEfvRgpFQ4xju58lqvahB+4m2nsb8UKa+MAgaqyOc3svvqtQ9Ryt54cZu82l/fhK/MCFSob23iFOVrOMf2s9WAhCw9YIssNprm1ayvWI0lyT4EydRUdQOFVLwpG1NV3TTdpZh+ypKpVKm8W5Js6pKvNSkD5Vw4YGEVoKMy3CvEvPbAtXG1RkyU80aKUVmbN1upRiKOuzYjHCDp5kbb2MqTmEVWjERU7uHKex2EDQ4dyI81GykwBZ5rxJculf+SsyM6+19l91CFB3AvcA/++lCDVcMRLUzovG8SY7J3aOMzcxxw6OMub14mqH56unuOXMAHv75hmyBQgV++UE10fb2dMT0B9a0sbSf/QR8n3bieoncYMugiCHWD2BqGzEpM9iojRRO8DJn0XWNmLT49g4jbIZmk/egB1eQCx0EV9fIa0kFAK8Wpso5RHtlMT5kBG1gsy2BlPPGhrtOm4mJBrPw9giTimLnwanOyI83UXftbP4jYhaqJmPYvI1zYwnGJSSwHewaYdCS1PPu1BuU25GnK2F9LQNx6KYNRmflO+QLgQMaKimFanQgICWI8jUY1p5DzdMGuFxoNDzTcatZiztJ5ySLpd8XWO3drPiDaM4gVp6rC9pkVyOnscr6RW5nLhCJKhOPNylEbyd72CmN82JiTaDsoBnHBwhGWtkaXmSrjiHr1yMm2JM9+EGHgMh+BYKzTrK60ZqjRVZWm0JvkZWctBuI2UahYevFES9KFdgdJ5GKJDVPMZvotIgooi87xJHGtOIwQpkUyM9i2MFTk/M/GQDL+/SLpuk1Ok2aIFWMc0YRCXGOk2Ki5YuTyBcl6GsixvESFdi6zHzzYhWvU3dQjOM8WJDKvBYlfZJxwZfWGrFFlOVJrOTFTYWUvQN5/A6ocqkSOxxHWnEEvfDWNIZjwGgWGuBhagdYx2JPlmhNVlmeGOBrptXnusnSGDPUYMvBzpC/HdOkC/GFSNBiaWop+fCwoLX4/GHjftxjGB/dJYd4RG6tc9ne3bhIXnejvPwUA8pfw2fWumR8iQn8gp77EFSqW6mTn8bpSTtxgTemmPoZgpnbEfi0kpNI7oPgM4S9zxMZGNEMEP0zBZUb4i4rpvUtYY4cNB9GUwzojmYJXrBx5bStA/2UtVVyg/20K5abDEgPDSAyoewfwXSOthqgD4yCOkG1Z0rmJnoZuJQgdx0gxqWobkWKQUjKYftQqIyig0NTYDAjTRD1ZC6AyuqMUNZn+vGuvnQigINTyDHK5wZL6ObEV0LLSLfpVAMcY1FxYbcXJOmI+ivhPQqRY/nsKFlCbIug5MNWKzRDONlccHp1Pu5rrLL/aj/TuPyj1K/IBKUgGWVrCPDA996ksfiw6xW/aSVz67pA9zS3sze1CkKqdvIG8GuHNw5q9nVq3jHnmdx/Qy14iH6R25lfmYffqoH5eUItpwhnNuC7DpF/YCPm+oit+0MsnItUeo4Ztf7MX4bO9GNesMMaiiJJ2KaEbYnjZxvQJePecKl5NTwzvbRdWMVcyaDViE224KzvbjrF4gmM0jPQFeTtapIo3ec3vYudi2uJZ0f4jb7efb4P05x9gQbum6jLg19VU0pZckYRSQFc1j665YjOqbHgOcpnJ6AwYZhMhC0ZxtUGyEm63NtyqfV7RG0E1OkFTjkKiHVrIPX0khriTMubcfQuypPbkWewsZehJOYIxeL8eXqoPn7gpcVbCHEu4BPABmSyeR/p5P+oLX27S+X4U033WSffObp882U5b2OFnbdtZfT4SwKhVxs0GpqrHQIjUb7XcQqx9KAhMC0KMxM4LkKJS1tI/AkaCwio3BzYLQDShOWNam0S+zGYB103UdMr4LhGLcUEA43UI4ijjW+56CFRUw6mKEIt+xha4qZmSa5vMSXCfPOYFDWQfkWEyaUAD9boysTY+1BlG0z306TDyRpW6YcZ6iHiqzqw/MqmPYASowTxl1YIYlFF12Bj3AVRlsWK20mSg0cY+nK+wwW0ujYMl1qUKm0CI0lH7iEsabaiuhOeWxYUSDjO+gwZlYarvsHG8kPZZZFW10+OUnnWZLomdtufv0I9iuZIv8VuINk5PBHhBB3dtJfuWJEUrFJj1dnhPQS68kYXOXRakQcakzwXPs0vuNzX7AfqQRnzSn25yWmHXNvv6B3+iyN6hT10jF8P6A2vQulLI3qNP7IGSQ+7sDzOI4lGCyju08irY/s3os5u4q45KNWpPDWRciRfFLylEuc8xFVS/R8H37gYkcF5nQe48Sok4OISEHVR4x3o/yY+GgPxIqw6jAct5FOldX1r+HZMqPiGKvq36It8mxuf5UV/gQ94glWNr6MG5xmdfwVejMHGPJ3MxwKWmjyi23SFkYzHm8qZFg1kqe/pjl5YpFaqckGqVi1ootbChkIIxqVNlscF+lKumoRshUTtmLGbh0mN5DpVLztTO+xxH+/iJP9OiNlv5JgK2vtvLW2BvxfwO8KIVy+i8/ILE3VYZaHfU8wfWKBYljkGecEKeWySvZxl/887wuv4wl1HBNaVk8f5v4xjw/OGr64fSMp18ENhjh77GF6Ru9gduIFurelcFsj2O6n0XPXIbMnAYOuDSVph96HnelCvLGFqLZp9qQRszVEIYV6Iot+UhM+NIKzfp7GvXn0I2nC3iLZUytwN8yj59II7eCuqBEfGEKtm8cuZlg7MkcxJVm78GuczfwDCuFR0pSYTb+NDZU/5WzmB8m2jxHoIpPB21lX+Qwz3R+iy5zBj2dpZPextfpLVPMHSLf+BFoRzW6fsaomvSrPpr4sUS3kO+OLeGeqPDJVJGMlW/tzpFZ1cVsqxdTWkOc3HefQDaeYbE6gQ32uU3G5Nb18OG+C15dkv5Ip8nlgAfiktfaFzqxONwOrrbXXvlyG12y/xu5+Yc+5mbBsx8422vLM3fs5HJ+hhxxNG2GKdYKmy5zfxm25xK4l1jG+GmRSuQxWK/RW5xFC46eytNtVUGmcwOL3ATaDVVUEaYyJiW0EcQrn7GbaXU1Uj8V1VWKPKoEnJOGipXUacDQidvEyAtdRzC2GhLTpTWVxfEscGTACN2UJG5JUX5FcvoXvttCtRby4iHDS6NiAadG2GQKqxPgYbVE2BCeHYyq0TIDA4MkYo7I4tk4sfELdT1ot0LKbSImkQ8oIWCy3aGlDT9rDdSSuEiz0V0gvpDidnafR0AQZHy8tWJlbiT/aZuP6rYnnQ5w3PZY9zb/zNrYQ4lE4R6s/YK392UvJ75U09k8Au4AeAGvtfyNx8zz3ShkuRSI6P3VEgqgdI2LDC+E4xlrmTZUzrTmUUbzABJ7nUJZ1JkUJt13nSEEx3KygqBO25lHSpVk+hacErXIJ6y+AkYjMBEqCdOv46UWcMEs4mcHtSVh3OnDQkcHmApqhRhfALGYITQzzXbSbhnZFUtDdDI2ksHM5pJDQdmExCwrMTJahkUWCoEghNQ1eD72NZ3BMC98U6Q/3IWSK/nAPKdkmLWv0631YmaY33ENGNElTpbe9B219uhvP4JkaWY7R1XgcLerIaps40ihtGZWKwd4MhdDiWdChZq5/ikPxPNXCApETEuoW9fwcTVljxp6hfmr+fJB8lvjuy2cXuzz42I988Mc+9iMfPPWxH/mg6awvBwEqA1SttXd2lksSanhlwb4TmAJ8IcS7hRDvBhZJwlC9fIYqiRu3VLEdnx9CCv5X41u8JbWZr7WfpmQaZELJn6Wf4PrWar6t9lChQUZ7/On6Pt5/Ypr5ySep1Yp4Xo6zR75F9/pr8LYeILctQodZGHoIquuJs3uwbhndyhFtXINYuUj8wBAy7aFrIXpVAVVuIfrSEDioN1Vw9q8h7puHsz3ooo/b3SZ6YozUmjrx6QJOI0NmZUz0zBhjbz7EgH+G3lSZUrObreO/xGzwRrrLj5BrHWbR2co1xV9n1r+NQu0JutoHmJXb2LL4azwbvYu9Z4vsnWixV7+dbeXfYNa7ha7GM3SHzzPv3sg1xV+k6j5Lf/sTqGqbYiD4+Ylp7nEifrdc4rcWixzd0U/4hpOYiQxxT4Wwr0jX9ADRSYdbe95G5Uz5nP/6gsmoLlFAlqMjxC9i910G4d4ErBZCPCiEuE8Iccsl5veKpsinX+Yaa6396ZfLMCFBPZN079oly87SbkTsvm8fz+qTbHKHWYiq1E/MkKePo6kFVsZ9NFSLlogZZgA1cZBs1yhR3MCaCJXuxRtdQLT7MLKFcCJMsweZnUZG/USmjvU24EYSHbjo+RAyYA+mMAM1vBUpTDPECkHzOQdSLZxGDjJtTCQIHB/V1caUMng9ccJ1aStMrszo8HHacRYlNWpuH3VvDfnwKDUxgLIRninT8FaTj0/QkP1gNCqap53aQCY6QUMOo7UhzyzNYD3p1hGaqh+rDa6ep+auJhOdxHgDtKI0M6tyFM/kOF7TpBG4UlCMY67rh3qmRHHW0JXySXdbBu1qtt00iuNJCqsLy8yQjkgvW12qKfKxH/ngKV4mEtQvfOFvVr/WfIUQ1wJvJJl2egvwN8BGa238WvN82Z5Ha+1PvUwh/u0rZZhEgtIJT4HzGsNxBY4Q1GwTMETEtJSmTwtiJ8I3gorUhCLCj0Ni00IJQagjGu0mvXmFUM2EjSljpBOBFAinhWkn8f8cP8BGbZxAEacSIhYtRdzQWCy+FAilcLRPKOoQuph0E2MkuqmwWY1sOURhCyKBrSnSvTEudeo6QOiIVLzAImsIzDxxMIiJYgK7SE2sx9cLhKoPRExalKgbSMezhG4BT8SkzTwlvY5uPUfd5nCUIBUv0HI2k24vUI67kKZJK1AI61O2gpRUxNbQUJJ2CNmVUKuAFQaTbeM7gkqpwZqbhllqQSbOvmS86bl5L1+jgFyEKzUz7z7ghc400weEEPPAEDD+WjP8rj2PQojfEEIsCCHKQogW8IrDdpJ+GXuOhLPEC1aupGeowA1yJX9e3cHZaAHyLn+cf4yVtR6+5D/DuCqisczu+QJueowzJx+gWZ/GUYITL3wRUx7E9O1CpGaJI7Ajd0NzCNOzi+GJUfrPVIhW9yCaEXKsC7oCxC0N3DcNouohUW+G8OEC1olx926GQg1xaghVLBA7IfFT6whG2tiTA1xzzaOsvvUF3rD2LiphN6vyJ+if+TJl3cNt5V+mqNYzVPkW3Y0nqNp+bpz/KCVnLQPVv6GvuYOWO8LNxV+m5K5huPkd+ts7qKkxblr4KHV/DSuihxlsPUzNXcn1C/8vDX81I+EjrNSPsO7YAn8wHzGkJPujmN1hzKgj+f3ZNl4zTW5zE7NxAVXKcnTNI5yNT/LI+D1UDs3TXqgvi0a0xPS7bHzsl2PxXSq775dIRs4ghBgG8iRm8GvGd+15FELsJKEV/ibwMeA/WGt/7uXOT6bqOE+COt9RY5k6u8jv7/gab0ptZjosUS+XWHU2xUM9M2wPV1IJ6rTdmPXtQeKJvXT3bqLWKKJ1i1zvKoJVZ9C1FUivDk4T2R4jSh2BxgqU20L726HcJuoKsPtiPOMTbQ1RtRC600R7ImzkEFcc6K/AdDfOQAMbKnTNIbc+hKkCAzcfQkVNArfGVGmM+uEVDG14CNOskI4nmfNuYjh6kkW1CV+GBNE4c+5NjMQ7qfmbMHGbLiaYVjcwFD9DWa1DCkMmPM1C6lYG2ruoumvQxtBlTjOpbmIweoY4swFtLKn2CXa338SOmmIk8HCl4Gw7Ylva54TRjPiKdmgY2TLLmmoXW7y9hP4qwoogKD6HuOPH6b5h04sM7EslQS2zsV8UH/sXvvA3lxL8PU/Sdusm+dD/J2vto681P3h1XJHQWhsCvrX2DHDjK5++5FRdFkLYGqy1yGqRbpNBupDzArpz3QhHMGTzOMISGJcuUjhhRDrVTaQN6SDAc1PEcYxuZ3AlCONg4oBYhwiTkIeUyuIJQWwNthWjZUzbtrHtGG1tMo2zAKks1g2TyT/9EKM1SI0MNFFURARtwkZIrKHWkFgTgdsmbMUYodBODkcZItmFUorISkKyOMrSEnm0ESAUEWl8x9KyGaRSREZgVBZrYiKVxQpBLDK0yWGNJhYZWqFJYnjHPn1pQ7cv6VZtHEeSVgnXOohj0nGL0ZSm2wvIexDFHmEYUxIeTe1T2T+J0RprloblXR6N3RHeF8XuuxShBrDWVqy1P2CtfZO19i2XKtTw6jT2bwB1oAsoANdaa1+21XrddUtTddjzo3c7OPbD/5T5n/yXfKb1PBuDYTINlwfLe/lQ62buDQ6wKu6lV+XI736UFWvfydT4TlLZIZRXoDjzNCPXvwdv9ABxqxvHdGMLe9Czb8DtOYAWH8ENNc2eNO5khbA7hW3FqGaEHsxin6phjvRDqo3O1BHHhxHbzmLO9GGDELe3xbve8jWOlG5gOHuSVuSz0OxhU89+Dp8ZYrB8D5HMMie3s731GV7I/GtG2w9jVJoZeR1bG5/mYP5fM9J+FCtTzHk3sLHyKQ53/Qwj7R2ExmHOu5mt9U9xrOff0Fd/jD3Z/xvfgdumf5qjXT9DX+spjImZcu9gW/1/cyD9zxmMd/Mf2/+UazyXr1cbfCy9nxHxPIFsU+x5D2sXfo+pkX9DpvYMv9T4Md6T8njHnSvJbu5PvCTLBhq84TJM1fH3Ba+KBNXpcQT4APCEtXb25c7dvu0au/uF52ApYE4HUStm78PH+HzrMd6Z387J1jzlYpENkz3c13WCN0cbOGOLlPq3sW22iXfyfvqHr6PVXKTeLJMf2Eyw7hC6tAEnXSUSNQK9lpa/F9t4LzJwsa6CSgvbmybdjDGuJBICUW4RFgIotdAC4kdzqNEK7eMF5FAVQoXTSuOvn2H7mudZaA+hCPFFiZlqP6tKX2EhuBmPBqnWcSaDtzLWuIc570Yc2yIfn2DCeyujrfspetfiyIiCPs50+m2MNe+nHFyL1jGF8BAL2XfQV7+fevoaYm0ohAeY8N/OYOMhZu06As8j23yBk/ItrLY7aASbaWtBT7ifKe9tDLUfoSzWo9yAfvYxlXkPI/FjLM5tR6UCeu58Iz03j3QC8HOBV+RqJChACPEvrLV/IoT4n1z0DbPWvuyIiRtvusnufOZpAIw5T8mJ2zHFyTKPHdmLFynaUUxUrCEmWzQKHo52wRXU3G6Gi2W8dhk/SNGIkiFeSIfcmKDdVqTSklDHYFwcX2PMumTYlQRpbCLQLY3X1ojAIcKiBXiuYqHaghMuaU8Q1SROClrtGEcoUlnDyKrTRFahjcZzDFHk4VWO0CaNNTGBjKibPBlZoh4HSCyBCglVF7Tm0SIDwpDxImKngBuX0DKDEmDjBtrvwwkXMCoxU5Wp0xLdONE8Le0jrCDjtim28mRkkUikE/KVrdNW/WTNIkJl0FagbI3Y76fLLdOo5fG7Rxn7x29Auh2GX4cOv6S03/B3uOfxcuOVbOyznfUh4PCy5dArZbjUMWD0kpspse3cwMFJuXSLHA9W9jMZLlKThvvyR5DzmsflUc7aRaJwktrZR/CDLAtz+yBeRMmY0uRTxG0f0X0U7c5hiZC9u4n0CKI3gw4UkbG0+jKJ+683RW+xiT9TI+zLgDaEGY+nF6uc6S1jDg0jAo2dKuDV80gpae8boR1l6E+P05cuYqxkbfd+IqfAYGsH3eELxEawpf4nNHXASLyTAf08kVVsKP8JVmUZiHcxbF9AC5/1xT8hEgE9jafoaT9L23psKP4RRgX0tXbS23oanDTrFv+IlvUZMXsYts9Si12uCf8ErQJG2Muw3kUkM2yu/2+Ul6Ireo6+8HGEm2VN6Y/Q1mHAfxZTGCSuhueehemYIOb1RRMBXkGwrbX3djavs9b++dICbH2lDK01iUmnOmq+E1TfAk4K1o2McbO/hpptc9Kd5z3zo9zdt58NpUHaRJxwZpAb38TE6YfJ9mwANJX5E3StvAM19CxetBYpBSI7jqq9EYYGCFpxwiosBKRKTfRgBlkLmVhToLixF2e2iunPYp4wvHFijI0H1uJtm0GeHET0VlG+heku0jefZE3vfsphPy3tMZKb5NjiBlbVvko12Ir2+hhu7+BI/l+wJrybWrCZltPPYPMRDmR+mpXtu6m566mpIQbrD3Ki91+xsnUfUW4jTX8Fq+OHOdX/s4w0vkM7vZ5Wag0D9fs4MfizrI4foeKupB6sZ7V+iGM9/4qx+DHq7igldyMrwvuYGPy3FBqP0JBDVLyt9NXvYbznZ8nVdxCnhsmUH6Q5WWGp8Z6EvXjFgevft3glU+QXgP9A4oJZXEoGjllr3/xyGW7vkKBg2agwu+yTaCzPPXmMY1Nn8JA0Fks44xFTnsX1PVzPob9UJ5fOEZkWUrlgJY2oSd/q7mTEuZXEBoyIkGI9GokxFteRSEfRbsc4riCOOkwJKTB1gznjgBAoBToSRETYSOI4AiMMjlUURqepV7rpHZtEKYW0Ebo0B3ETYyWRkSja4KSRpgVWUG1a8p7BOj4mbidTexiJI+JkHkip0daiHA9MCymDJM1YtFUoEaKtizAxkbYIqXDQaBQYTawtnuviS0sYCVyhCbXF91ykNOB4+J7FkRB5mxh4+1bcQur8XJodwb7jdWRjv5LG/pi1dhj4bWvtSGcZfiWhBnAc1RlU0BGqDkdYYM+FBujN56g6TWJl2ONPEwBTuSJNrwWOoVE8hnJcKsUzRK0yxkY0Fg7TroN2JjCyjJAalT2B0BE67eGkXHxXEWU8Mo7ABh5exkU5AlsIsEUJxSy25mGtxYx34bgWp5rBVD1cJdFnuijO9hGNd5NxKmhtGMmcBTdNjzlClz6NqySr2g+graQ7PkouPkU2FTAWPgDKoxAfIxueBOEy1vwOkRZkmofoCo9hrGKkcg8xkkz7KOnmYYTjM1i5h1YsyYbH6AqPoK1ipHoXjuORDY/Rb45gcRis/g2u55AOj9MTHSA0Lv3Vu5BKkrenyYUHEZXT1E8tnuPAdwh/V24K5ssEIcQvCiH2CCGeFUJc8gSmr+b3/p4Q4p8IIX6is+x8pZOV04nNvBRV/9x8KAkxp7LQ5MmZA0zKEo/HR3mru54t9/0ZffU806pM6uCz9A9dw4mDX6era5iotcj85B4Gxq7n5NNfRTe7iUQZkz6ArF9Ha7gXPzZYV9HMJSPPa31ZVKgxUhLlA9KNEHFjFq8nRmiH6Fgvztoi8fOjyEyMiBXRkR7UmiLx88NoN+T4E7fzv044PDR+B5MPv5tQ9SGtZlXlSxxwP8z+/c/Ssnm0hjX1L3Ey+CBrSn9BpLqwwmF980ucCD7EhtpniUQWLX1WlT7HZNcPsWrxs0Q2AJVh5cJfcDb7IdZWPo8WPlrlWFf5HMdTH2J48fMoxyeUXawq/yXT+Q8zXPoyxkpCp5/V1b9gse8jDJa+ihUQBcMwcj3NiXJHmXDZadjjH33sx8Y/+tip8Y8+Zjrry8HuuwX4R8CtwPuB37rkPF+FH/th4CBwHVAEdnYorC+J8/GxOd/72DFFwlbEqUcO45/eR9hVIBQuwYlTzC76PNYHeTdNXvp0VeZJZYepVedw/BTK8wlbi+QGxlBdJUzsoqRPqIr4XIvwEw60NcmsuzQijCtxRNKItb6D044QrkvrgMBJWZ4Qs9xie9ELDlZZvIwhWvQg38Q2XKSCRq7JjVvOMrswTFqdRZSnqOksOX2GGdbTr6aJjSBSBbLxGer+Gpx4ASklsewmE52i7q3GjRcxFmSqH795koa/ihQljDG0ZTe5+AxT0SB5p46SgpYo4DdPE6dW4eoi1hhC1Uu3HqcmhnFNBd8VRG4fXWKCVnYVadWg5m3DcwKyY2ny28fO2dbnvSKXZop0hPglex7Hfv3NlzrtdMla+/HO/nZr7b7Xmh+8Oo1trbU/A+wGPkjyVr0swlbU8V+LC7S1MYaz+6cRUROzOE8qbtNlNbI8T8NKTKDxfAG+pF5dRFqBpIEkQseGVr2I4zo4fgvpaLQFN6ghpUEriVACRwqMq3CVRPkOwlEEngJPEWtL7AikdrHGsGAMTmCxoYuIE6KRqXqJ/d1w0C2JX5eo5hxSVfFUiIxKONIhr8+QcQWBKeGbKlJ65MwZrFFk7SK+LhEbQTo6CVbhxgsEpkSsJbn4JEq5uHERJyoSW5dMdJLAD3DjIoGepxUJCvYEsVH4ukxgFgFFKjoG0iMjq7jxPNLxCVpHEUYg6nMIHeBmffJbR8/z4UVn1rbLQ2C9UrH7RoCNQohvdwYcbLnE/F6VYHtCiBVAFlDAilc8+xxlUnD+Y2D59/d+kp0z+/l39W/w7Nu286n+MvF3vk57aC0rH/ok73y+yC0PPwb7HyGdGuXo/s8hZUCtfIbi5BOkulZxeMefUzxomXv+ODr/NDRXUx3sRViLSblUuwKcekh1IItjIXYVlVwA5RbtkS7MTo940Wfoof/CB+NF/vvMGVJphWqliJ4fxh9r0N65IpmRoBlgDoxy7OQ1bO95CiEswfAom6p/xLR3K9dWfhNHRqRYYFP5D5gLbmdb5bcxcRvflNha+QSL6TexqfS7OKaBo6tsWPw4pcwbWTf32xCWUabGlsXfYT71RraWPkFgqzi2zQ2132cx/Wa2VD6BZ4o4RGwu/Q6Tzu2sq3wSFc9jjGbl9P9kIf0mBib+EFGbIjf/VVzfIV4eYs9eVq/IlWL3VUlk6wPAh4CPCSEKl5LhqzFF7gQ2kgwT+wTwWWvtL7zc+TfdfJPd+fTT52feBdqtiK994j4OrZ7lnSuv56iY460H60gvTWv3HqqtfuTsWeLuAWwmxxkzR/fAVmr1M6SzBYSbprR4kq7+zYT1cYa299MOA2LnDLn51YhD+yi/6f0E1tLyHXSxiU27SGPxBYSBg6q1IeUTnnwOx89QnDlOMLAFW50gFb0Vm2qhJ3OIoTLhvI9yLNpvw1wOf2URW84xtHkv2mbozy4wPr0SvyXxnSeoMsxAuJsJdRN9chwjJDU1xmD0TDKoQJ8m1ALtr6Sn/QwL/i340SmEFLS91XTVd7Hg3kDGTBLHmoa7kr7wGUqpm/HCCYSOiFJr6Wk9w7y8jm41h7IRjfQ6Co1nqHjXkVcLNLxbWPH+zTjdqc7DW3qGgIXbb71kU+QUL8PHHvv1N69+rfkKIT4M3Gqt/UUhhAc839mvvNY8v6vGttY+DHwdOAlseCWhPo8k4mjiRzW0mi20MawZG6GQz6LqhroRhLmAON9Fe2UvGIWwkrAZo6xPa7GGIz2sTiIiBX4aqcDzA6KYJDag9ggbbUzgE9iI2FiM1niexJHgSAhjjYlNp6NCE0mFDgKUHyRDx5RL7Me4qo7yDVKA64lkFl0lUB5EoUyCU2qXGEkzEghXgkzcdY4SGOHgSEtsOkFqpI8hYSKERiKVQjqC0DqE1iCUg5QKiwGpsEJgAMeVWCzGSqy1JMo3MeWEUDgKQm1BSKQ2YAzSWkwrJjOSR+bcc1RhWJq7fmn/kluSVyR2H/BVEsvgYeBB4L9eilDDq+Nj/2vgSeBXgGeFEP/0lc7XsUliWwjRmW1akMmleLD/MGsKg3SRJm5qvtxb5veb+zh07WZ+Y2A3rivILhyh/8wO+toBa3d8iko1ojR3gvmJnTh+D6ee/xLZtT7GnyJM70bWuuj55h9iIkP2O1+g2Z3CiQy1gVyipjIeUW8GN9Y0h7p44swCj5gB/njaUhm6kU/MavanVvOQN83AI79LrvcwjZ1jECvisk98cBjZ0yR+biUidph89lo2FvZRbHWxdWgHWXMvfnucDeVPUfE3sb32CTxbIqVnqHsrmfDeyJbS75EVi6TNHGvnf596ejNby58giGcQ7VnWz/8eRXczG0qfwItncaJFtlX+gEZ6GxvLnyRrpvBNhc3lj1NxN7Km8inS8VmIKqyY/U0qdiOji39MY/BtdN8wcq47vfPsOutLEZHz6DQQX8Tuu5SGIySNOGvtz3fGO77JWvvXl1rWV2OK7AXeYK1tdAZdPm6tvf7lzk+m6niOpemkl7TExKEZfu2RL/Dm3k0cZJr1XcO4NcUt9zyIvuFttHc8jAz6ibt6+MyGGu8rr2V+6gDIPMLLETWP0Td6E636cUZvHqHZSCNzx/FPrsM9sJsw1YXoGSB1aCeV9/4k7a4sLqCbMRQCZs8ssLfaJC0Eq/IBQ8+tpHXLFHuqNX7w7LPovlH+hF4+7A0Sn80gXIPfE9I63oVcu0A8ncZIjdvdxpzpoXDrAXpTM5zcezuyUGO7+i3GU++lEO7DCpeKs47R9v2Mp99LnzlEbARVfzOZ8ioaXWcpRAeJjaHsbmKscR9ngneSD4+gdUwt2MKK5n0s5t6N2zyKS8Q8WxgL72PGezvp+CQuIS3/Wvob93La/eds+dBG0qu7WHJcXxAup7PzeiJBvZqglLPW2gaAtbYuhCi+0sme5yZd6NaciyMHMLp5gB9o3U5+xqVd1gw0MjRFRHPTNSz0uIyMriZuKI4qhzXtQXLNJu38EEK51ENQ/gridkiQHSRuBBhtcaMVmDyYgTG0VWCgMrwROT8D1iBNjE5lsbU2bWMY8V0cmQybsgMVKElGpU9cWEXs9rLJkdS8kHyPh447k0T1V5EIRLaF58hk2o7eKlEtx4wTUsvVyBtJMX0t47YbJQZwlIOJYxadrUgbU7YDSAFCRzQ9k6xFHw2tMTJiQW1GERP7/Z1QFRFFdwsIQ+z1044ilDDU/G0ICZp+YhOh4zZlsZ7CSBZ/JHMubPNytnBChLId7f36IY28Gq9IJIR4rDNE7DsAQohfE0K8pItHyIQcIoQ8X80JPY/33XAbd7z7Bv7xB9/FtVs380R8nEMr+/mTaFfyIsyf5Il1RbrriuwTX0QD9cY0Ye0QhUKBuYmHCfolkTODyB3BtFM0+59BGY0/e5rcgccwmQLZez9Nbv8uMjvvp5UNqNXafGuugpGS8VbM/XNVKkMN1LOjjM31MLdwPQsvbGJ1lOezc3PYSBGWPeoHuhHpmPbzA9i2i674tA/1olIx5Z1reGwxx55UkfDoAEf0u/hcSZERFfx4hjXNL1Onn9WVz5Ex87jhDKPFz6HVUcbKn8WNZsiyyMb652m7Q6ysfgmnPY1nSmxpfp66GmCk9AUyZpqsqrK++VdE3iArG18mZcZJqRpr2n9FmL+FwHWwCOLYJsG3SOpbiPPPYslT9XrBqzFFfolkuE4Z+B3go0AJoEOKugA33nij3fnsMxfnwoXaIjFTjDYUx0vs3nOYe049xEirh950H2/4zl3MbH4X6ZM7mdy2FZw8lfnnWXntW4m7jmDaOaQpoLsOkT22hez+J4kyvbQLw6Sff5D6rR/EPbgT1dWDHFrJb6gR3t2TY3e1SY/vMOi5PLJQ4QdHCuwuN3jf3Dqc7jb1fXnKbzjNs40a755Yg+xuEx7pwds8RzSZRQVAvk50tBdn4xx2Not0wRlo8sfxGd7bm+NgvQUG1nuSHwl/nVPZH6a7tReDoBpcx4ralzmd/jDd4QtoYygG17G69mWO+f+AHn0ATxlKqRtZWfkyO9U/o1Ee57bu4yx4N7Gi9hVms/+QbHQYX7SoBjczUP4Spa2/Qf/bVmFigzUWJ+3ieoqL8XqawPTVCPY9wG8APwl8B/i31to7Xu78ZKDBno6WON/7eAE3ePktraVabXLPtx8leuEMplBg7XyIabVoCIdcf5qSq/B9D2M1Xo9LK4o6o0Mk6Jjs2WRiojjSCJVMjdE2AmkNgac4UFhJVTiJZhOAlBideEocJck2fEI/prcUgBBUsm0KJR9Xqs6sZ0mhlavQkcYYi5IKIZc453A6X0Sr5IdJJYi15mZ1nMPxMMOqRGwVQ3YeJSWx1ghhQEqE6cxEgABhcR3VmQ8dYjxC7dLtNtDa4kiLNYIZN0PKsXS3WnhKIcdup/eWYVJ96aQjZllrMel1tEgEt91yy+tGsF9VB4219iEgsNZ+DnjFWA/KUchOYMokVs75kABLo9cRdDwmgBRkcykGbhxmYshyxIxTLmTpPr0LrMafGadWOoXyfOYn9+JnBEGhieyaotVS6MJR2s02YnEKdXw3WkL6wA4CEePXFxDH9jDYrLCr0iAWlsVI83y5jjLwdKVBPYw5KqrsrFVodUeok70MlruwVZfwbBatNOZsARG72KZLPJFHKIM+24VtS2i5xON5BkzA07UmDSyLYczuWou9ej2PNBS742H26gGG248QyhTD7UfxbBnPlBlsPUzsZBkOd5CmiKtLDDcfwDppVjTvp4+TEJUYbN5PrHL0hzt4PqXY46UYjO6nnV9DvdZChHpZjH17zuXXCTJ3wVxArwe8GsF2OnH7jgghbgDcVzzZdc4J8lKArXPRV4ELIoAubUvBWzZeC+u7GWx4rL33M5jtb6fvxBPYeoVVYZq+r32S0ZU3c3rXLoTTxNUDBKueojGzktltR5k89CyHmxGpe/+Mxta3kjqyC7e2gF65iZX3/zFvz3s8W24wF0ZsyAR8daHErbk0z1ebLEYxm7Mp/nRumrk7zvLl1BlsLYDeKnr3GO7qMno2gy55OCN1or2jeGsrxHMZ/iZ/miObjvGH5Wluyvgca7SZimNuKmT4ymKVG7MBZ9oxZ1sRXwn+Df9pto+vpH6WTzRvpTs+zEzuHWwtf4KZ9B1k41N0xYeZzr6TjYt/wHz2jaT1OIX4IBPZd7Fm8RPMp97APyru4CPFuyj2f4A1E/+ZZq0BvkLIpJatePHQ3Th+zbFnrjiEEB8VQjy8bDkihLjukvJ8FabIFuAjwO8CPwU8aq197uXOT8Iv7DqnIZbHa15KOR+H1Z4LgWEtTJye4q5PfoGt3gi91XlqmT6isIWvNLZngKA8RWlsFSEtgj6LjfOEzLMwF5M1ltzZKlGuj6A2RzvTTdo1hLU6cb4frzJHfWAMT4fszozQLSXT7Yi8khghCDEMpX1K1pACnIakMJ6BdIhqp3AzBqkkMnLQfgtTc8GLKas26VZApafMmbBJd+CCI2gJQUEK5sKYnJTE2tBXOUlUWMW8lfSHRfooctQbY5Nb4XDUxVu8Yxgr2KE3coPTIFpYSdbZiVGCXLqE9ocI9DyxSCEcl7SsEforET1rWfnmtclUIUtd6MvGOloLOo558x1vvGRT5NsP/vSL5qB5/9v/7LJN3dHp6f4X1tofv5R8Xk3P40Fr7X/rDJH/+CsJNSybqmOJtnrRf4FIbroUpYHzNvfgYB+TOUstlYKZM/hAVC5TnZhAG4mZPE3UjggrDfBqWBROtkx3bze5sTS5dgk/kya1eBbPEchWg3RtnhiLPnWQ7rBKurrAbDsk7TtMhsk0eZG1zEcaR1iOV5pE2lL2Ytwwg1AWvegThxbTEsQlD6EMppxCKYdcK4VYTJHSDjPWUos0zdgw2Y5Iew6T7ZiWsYQWTG2KtI04UW2TCcs0QsXhumXGDnC8abFhDdeGnGgbivEAjZks4XwDXdIUwkMYFZDXJ/BlnZRnyLX2E2X7qbdi4kaI1fZCS6TzTEwco177NIzn0BHqF8Xu66RfMoQQKRIHxb+/1LwuO/98idl33qP60jgfX+48C1A4ih9KX8PoVBu6N5F65pt016awfob8tz5OY2wbgw98kfzWCq5IE/Xdha6PIrv30HX3LmxXD73f/F1aa64jv/sevImj0NPP2Lc/wUTXEP6uewkmDvOR8mE+cWaWbfkUT9WaHG60GA48fv/kHNd2Z3m8VGdfpcmhDROYXeuQ/XWiU92EExlEV4vGo6tw+hpEJ7uQcwVSQzHq4Y2s932eb4ZseH4t76oP83snZ1mX89nXbLOv2aa04k389kyLDfmAb4thvq4HGJOST04UWeE7/GHjWv5XcSNb0ynsdzZwaPUp/iS7gd/U/fxp7UP8u5M+30j9KB+v30D7O7tY4O04v/nLKFdx9rGT1I/PYrU5X8kd4Y6jGB3py/F4r+TMvAD/CviStXb+UjO6AtPhdUhQL3/LC/bOc7YTPvUff/2bbJ1SDD7zNLawAetElGsVSr2rGZg/gF21BRnXcRtl6qs2Ux0YJ3emB7daQtTL6BWbcU/sIRpeh2w3cJtl6kMbifY8znS6n7HePOmoTLj+Wtx9T/PsprehMcxHMRuzAQdrLVbnUlRbESVtuC6X5enZEjeXehBWIto+/mATs5DDKbTxApewpKB3hoXFZ5krbMezDjPEjLqSM3HMWNYn0paFdsxqz+F4K6JXSaSEqUbExqzP0XqbgcDFdyXjzYgbcjleqFaJFiqojOHMYswHbljDiXZIf8qlVxlORYLbel2eL2u6W4Zso8G6noCRt2/EK6SgE855aTTTpZKgvv3gT7/szLzvf/ufXZKSFEI4wAGSXu6FS8kLrsiIoSWD4zwX+8LlPM7b151PqJAEhYBqIYUc6MLWq5jYELgKaUE6Ho4QSCMwVhJg8aRCRRqlJFoLWmEEIrE1I22ItSWdVqQyWdrNNuViHa2hUawns9uaEE3Cq3AcBQJioxFSYqylZiKsIxBBZyZdbYl1EtlKa0sUakycuPgcaXGMohG2CCONLxWt0FBvxKAtrSjxXMRao61J6kgldWU6VacNIAWxZ7COpKsri2d9uru7iI0l0hZjBXXpUdeGmvRpxIZW4NAs5HACn3ChngSkJwnEFbVD9HJN/tpxpWL3QRJt9eDlEGq4AoKt45hX61w6N9b03Gy+8I6+6/gkj9FYtwn37A6cqSO4BkYf/iNmnT7cJ78Bpw5gkaS+8Ntk9ruknvom7plDSM+l/5u/h+5fSXrXt/FO7Ed4AcFf/jpibCXXzO9DHNlFLZQMfvVjhN1D3PDAn/FcsU5WSX772DSDnsPDc1X2lhvkHcUfnJxhOO3z9WAOOduN8GNaO9YQOQ3ax7pon8ghUxHVezeTE29nxYG15M/ex7rZY3x8fJ4Cgt3VJk+V6vS5ij+YWKDPc9lda/FEqU6PlPzBxAI5BM+WmuwoJmm/eWSaLkdxBDggHTYMZPmdIzP0uA7PzlW590yR1dmA//LESQq+w+6FGt+aKbO71EZai1IKawxCgOO6F839+Jpxpdh9AO8AHroM+QBXwBTZvi0hQYllFdkZT7PMpyrOaeoLO20si2fLTD15Cu+BL2BX34DZdwSkZnp4G87Rx8necAduq4ytLhCvux5v/6NEG29C1kuYhRnCDTeS3vcY7bXXI5sVWJhBb70J74UdmLXXUZuepTp+hJ43vx9/3w6evOEHqUYxM2HMrX1Znq402ZgJaBnDeCPkpkKGx+eqXNOTIdaGlfsG0T0LiKle3OEmAslodoFiOkX9SB9eX5Owrbk/M8WN+RS7ay1WBg5RbDgbxtzRk+HpcpNRzwFrGY9irk/57K62GPUdAkdyoh1xe1+WZ4oN/uGKbrQxfGO6wpsGszxXavEj6/tRjuSvT8zz4QFJ5ulHkNvfg3Al7lCKvu2DqJTb4T+Jc7yd22+9/e+8V+Ry4bLPzOv6LkK+WGcvn1f93L54cY9k92iO0nCe5ugGSgM5+laNEI8XCWstKtkViKbGkymc/ACm1SIaXIu2FuunaeUHsK024cAarJSEXhrRPYhoRzC6Bu0oMkP91MIG1XIJd3gVfXEN62dACkqtiAFX4jsCaSSrsgFRbFgRuJhI4zkKdygmTYlqNk2sI5RS1AREDZD5JihDXIgZ9TxiYRlOO/hK4SvFqBI0Y01/Zzym6yiGJcQSeh2F13ER9ajEPTgYuJRaERYY9l3K1ZhuVzFTbiMVDLmKcijI9A0RWwMtjahJagcmyN+4ssPXMcuswEtXYh0h/jsnyBfjspsiUp4n3IhOtByB7GzLzrbgXCSdzv4Sh1soRd/WQY6vX8sXUicQ9RmkaDO6/6vEfoHgwCO4U8exsSH10GdpOhm8vY/ijh8j5bsUHvxLTLaAu/cR/ImjaCtJ3/sZ2l4Of++juGcOks1303Xvp2moNBt2foPjzRjfUXx5pkxeuTw+V2XvYgMTGf5iYoEAwe5Kk92LNQ7mZhl96HfI9hjsVA/xZJ5G1Edj5xqMGxFNdHEf83gK/nymhC8lz9daPFdtojT85UyFrFLsb4TsrrbwLPzldJmcozjYitnbiMhKxZ+NlxCR4a7pKl+bKpOTkr+YWMS38M3xIp87sUB/yufXjxRxb34Tqsun96YR+q4ZJizHNI/Mnqtfu2TAXyVBvXbceNNNdtczu17y2LLYLRekJRvnNXqpVuMXv/6n/PvTA7jlOezMFE1W0p7YRXn9HfSLKrY8S7z1DaT23Iu59k2oehGxMIXefgfOrruJt96BrRWRs+OE2+/Af+Y7NDfeggrrMHma6oZb4IlvorfcTrcvUNOnmLjunXwp9NmcCoiwTMeaO7oy3D9f4YauDLV2zKlWyDsGu3h4ocq/UD6tesTi6bX0bDtF6um/5rG3/hhCCF5YbHB7LuCJcpMtGZ8wNpwKY96cz/DwYo0NaR9rDMfDiDuyKXaUGmzI+LhCcKgVclsm4KlqkzWBhyPgUDPkzr4sTxTrbO3N0pVyeK7c5IOre3l4ssi/u2GMVF8aJ+tSPLFAOpB0bRs+V7dSSm57HfGxL7+NfW6gwUvejiXx1nGM6kyPvHzQLyRzRd71zUfYcHgBa8FBEh04zaKTZUZbCjmPrrSLlgLlSpAS15dIKTBIBJYwNriOQBuLkIIo0gghCI3B9RQGAWHEQnmRXDZLEKSQQcCB3jVYoN6MUQp8JWmFSa4GSxhblADlWNZ4Hn2lFjOLafK9deL2GU4OrwMD7VDj2MSLsfT7HCWRFkKT0EtTrsJgQVtq7Zi0l9jisTV4StEyyeSvjhJExpDxXXAlaT+xID1fkvFdtCNY3ZNmuDdFfjDD3MEZuke7yIzlE5KWTDwvb7j19RNG+MqYIksdLuf+zpsgS2vHcTnPG+6YIR3esJSKTW0XcWwPbmkGiPGaR8mnfPpnD+ItToHWZA8+gsbDObEXJk8TtzXOrrvB8Uid2QdTp5GAt+tehJ/CP7WPYO4sYVuT2XUvNkizsj5PfOoI9VoD7+Gv4xvNgUqTqSjGRpa7p8ukHcWReosTtTY21ty/UEEheazeIq8cursr9C3GnOxZyYlmzPFmRKAU98zVMLHmcL3N8WaEtPDtuSrKwnisOVhvE4eGuxdrKAuHai2OtEJcJPeV6igLJ5ohB2ohygjuma+Cthyrttm9UMe1ii8cnwchue90EddzwIBeaDHz8AGqMzWkVOdCzL2ecNkF2/Xcc+J83o5+6eV8tItlaSIhyPfcdg16eB0ibMCBpxBv/ADBvq+T6l2FaTZwj+6kte1dZJ76Eu3eVcg4Jjj4OOHN78d/5ItEfSsxWuPsfYTwDT9A+rGvEPWtAAS5Fx6jdvP76Xr8a+j+Ubp7++k6sIM9297NV6YqDPkuKUeys97kgwMF7p0v0yUEGSV5utHi3YUs981V6JKSb6agZ2M/8aY8bysLfmgsx4+s6uaB+SrvLmTZUW2TF4Jez+HBYp135FM8VmmSkYKClDxSbfDBnhy7miHdvsug5/BYvcn7C1n2tEJyUjHiOTxSbfDe7hyPF+v4wMrA5xvjC/yjVb08OFEi5SjuPjBLu9TGcV38jaMJLVYs1elVG/uScNPNN9udz+xa4qkmpIWLK/Qi08Mu21s6U0eag3/zAs6Rw0jXwy4WiUWK9rGznNI+gyO9pG2VMD+AaZZRrofKpFC1Iqa7H1OvECHA9fGbZdrZXmSjTGQVoROQahWhp58gbmCVg5vNUZ+e5Hmvi/VCc2xkE1lHMVlp0uu5lEON70iUsUzVmvQ4DiLl0N0dsL4QMFiJCLscao7B1mLGqxHHSk18YzFS4boKpTUVY8ggiYUg0tCbUiw0I1IWjEpMsxTJ9HdpIQgtNNoxPYFL5Cs8a5GOBCHJpxRNARvWBaBa5KNuRnszKCVIr8onpp6gM8JdcMcl9jxeKYjkrftDYBsQAL/YoUq/Zlx2jR2FUfLpA5bYexfDLqvaJWE+v07+pKtY984tuKpJFEbYySPYIIVTOks6rFBrtJFTx5COA3NnkY0iwlj86SNI38MrTeE0ylghUOOHcDMBQX0ep1kiSDmkJ48gXR8xN4ksz4Ow9Mwd4+beLPb48yxGMZFOzAWrDRPNNhP1Ns1WyPEwJuM7zLZjphsh880IMdcisyLP6mtHMdYwkHI52IwIXMVMO2KmHeMpxcFGhJKCuUhTweAqxcFWhBSC+ThmJorxXMmBZognJRUsZQWZlMueSgNHSeZjw8l6C0cKnl6oE/hNFpoThOUqUSvE6fPPUVgBhFzS2JeOoYf2/NjQQ3tODT20x3TWl4MA9U6gx1r7FuDHgI9faoZXhAS11BEDL+c+XaKeiQvPW7ZlsQQ5j9U//xOk7nwD9dt+AO87n0IO9NPTmKbrwL2U+7eRvu9/o/0sqjyLu/ObRBtvJfjGJzBBBrc6T/cz3yLa9gYy3/rfqHQat1Eiu+OrNLfeTu7bn0K7PrZaQn3n87SueQPZb/8ZD2x/F6VWi69Pl7m9J8MX58p4StI0hvvrLW7OBkmaI4mM5dPH5jg1lqa4UCXblaJnVQHXsXx4VTffWmwQaYuUgi/PVnhLf5a/WayhO3X111NF3pBPcXe5QStOYoT89UyJ23Ip7irXaBhD2lF8drrIDdkUdy9UaVhL3nfYMpDn565fQXc8gAoMp+UxUqu68HJBZ1SO5XJ+kTtC/CJ232UQbg3kRNLI6gZql5jflSFBPfX0Ls6zsBNYsUwzL1fTXGyQcOFeh59x6NtHWJyZ4QDTvGHHWcpkaZYmcNZtJ9WYTgS5p4dg/iRm9TaYO0ssXch34U6doL1yC2p+nBAP29VNdvYE4aotqLlJcBxsTx/y7BHmr30rL9RC2s0WYz0FDhYbrJCKorUoC92O4GQzYkvWpwy8I5MiTCmyxTbR+hTr3riOsBVx5LGjpM6GPKlDqkoRWehzJCebEetSLnOtGCkF/a7DqVbEqBRMNUKUkgwHHqcizZirqAtLI9SMZn1OtiLWZgOaErb3ZcnnfJQrEQKarSYiMvh+EjNbR00yQjP0pm3nvE/JVB2v3Ssy9NCeU7xMJKjpt12/+rXmK4TwSWLXZEni+P28tfZTrzU/uGIkqGT0L5wfySE6LXNhl80SK5bb1RcGTjyv6QVCSnq39hOnfdqugtFe0oEkQ0ypFmGjGKs1GIiaLdqhxoQhCksUC6J6Ex0LdCvCRSONJK7VwQh0q4WNI8LQYhsNIiShhnYcJ0QqIO27aAtaJGUMpcANXGIl8BD4YYRtxfSvGyCab+J5LmPXjkGscdAITyKd5FVvGEMcatqxIbKgw5jFdoy0HRKWlPhKUtcGZWxC5JLgeYKK1gS+oN4OcSMN2iKVQAuQsUKEiqBmKfgBBddH9XQjhMBog4n15dDeVyp230eBu621G4G1wH+81Nh9l12wje7E41iWdl5wOb9lk2W5KXKew30RT1vAwNpebnzbdpQr+eJGw+/eOMfc1m1s2PMXGGNQc6dIP/llzPAGcn/zB9g4Qs2eprDji0TDG+j61u8johA9cYrsI5+jPbKB9Nd+H9tuwcwE2fv+ArNqC2s+/Z9pGk1ZKL44WWRjxufPpxdpSagp+GqxxpZ8ir+YKtJWgi+GTeRf/VdahRpu1kMVfJCCwlAXvR9ax83XDlCMYkqR4a9na2zN+nxhoUYFS6kd81cLNTanPD6/WGU2NjSs5U9mSmxOuXyhVGVWWNpa86kzRW7Kpfjs6SLzseGR+SoemuOzVf7LjhNIA0JbwsUa2dV5+u9Yx9A1K5BSomPdiQpwyYJ9pdh9PrA0E10JaHGJ/f9XhASVjFJ/KdF+6d7HJbzYJOnY29Z2GqSWZqnFX37zbrpbAc+XDvDu2ZX480cJ03ls9wCZ089xomcVhblTdA+vwnQP4h7ZRW3D/9femcbIcVx3/Pe6e7qn5957SS65vCktRZG6SEo+JFqHLdmxbAdBEBhIbAewEweJDEQGbAcBgtiBDSsfjACBEdtxjCSQncCJLVmCItkCdZKSKFo0JVGiKN675C733p1jZ/qofOiZ2ZnZpURqd2l62H9g0D01PdXV1f+qevXq1Xu3YAwcxjNtjM4erLdfotD3PvSBwxh2DLd9BYmj+1DX38bwK3uw062Yq9fyo0KKW9oTnHGDZfc2DQ5ki9y+ooVjuRmMWD/d+QR963p5++gJPvjxnRiRwAApN5YlYpu89exbPHkqy8ZMgueHc2w2Dc65Po7rsTZq8uL0DDfGo/QXHQpFh/XRCAcNxRZNODnl4glsbY3zQq7IjrYEgyWHrOOyIWbxYq7A565ZRn4kTyHnkXBKrP34JiKZWNUWW9ME5ftsv/5GfnPwNwsRRc7rH3tw17aF+MduBX5IEEfUAr6rlPr395ofLIERlGEagfFN1bCp0g8rfARN6slde16x/JuvsSoCUcZKWvTduJ6p3f10DuXJ6y5mJEnBj6CKDirZxbJ0RzB5suMo18dvXYGlPApGAolEcB2HSMsyNMdBxVI4egRNKUqZZeTGs5wrwvpMBsfx6U1bmLZB2hN0EZanFeNGFN3SSDs6uhHDcBQFN89MboKR08N093ajNI1IxMCdLLJ28yreKp0mP5qj1RBsO0Kq5OFogusHkWEd3ycGpFpsRHnEJotMaxEiIsQiOuPZEikV2H/HTQMRwYqbtOZL5M7lKRWKpNvipKNxzLRdrTRNNJQfvAwjsrDXPbhr24Pduw9Ag3XfQkgNoJQaAz6xoMI1YNFFEV3XA5OmipfPyjmUj+V4NNSfU/epHGbzqFBe0+D9V1/D9l1b2ZBL8v3eQ0RKedqn+ml77QnGvDixZ/4TNTOD338ce/+jFKNtxJ/7MVLMkZgaouXAYxSTnaSe+zFGMY9/7jT2Cz9nKtaO9fgP2dTTQmJmhMye/+Uma4afnB6joAmTSmHEnuD6bvjhG4NMuB7D02nk9DCDh48Tyc3w9tP7ObX7IOK5WKkosa4E0TabT919NQ8XXHpjBj89O8Go5zGN4r9GJukyDX4xkWVEfAoR4cHBLO26yeO5Gc44HlnP56dTOZZbBg+NTNE/4+BownePDHHbylaiUQsrGsUp+iQ3d+I6HqDQyptLNY0gxPYiqPwGd217cHDXttWDu7Zp5eNlaem3+FqRG24IFmigxs8F1a65uov6XVHe315WH/pllVnNz4y/2c9TP3ueveYQ8ZJFezHBvtYB7nwlzaqpYzy8YwMbzU62736M/JY7iA68DrE4k6nlJN58GmfH3WjHD4Idw1u+Bnn+IayP/T7Js8cwolHcVev5TjbDp67u5NWRHLqnuDoToy9jY+Zd/LNZfjD6JGsSXdxz+y4My2Bi4BzRkk7m2pWIoVdFMlUOJTJwYID9h0c5MuPj+oq1psHjQ9PsStn0ey7TRZdNtsXuiQI7bJP+kouvCduSNrunC9yzooXTnkvW9bipK8lDx0f5bFuS6YkcrV1xbBPa+togaWOnoviuTyxhg8DOmxZuj/27giWSsV8JMq9uIKi1u5ayk8QgvZI2P4Ie2/eDbVSiSWDUU77emXGZHBph98+eRh9yiBdtBuw8iaKiM1fkUGccD6FvaApMOwgdF9Gw4lEsw0VPxNHFJaIbHDnVz4Y1HaR7ulCGiW5FkEwb+6aFTW0x+qeKGAitCloQpOAyfWyIlyZe54N3387Ka1YFDbfso1sR7GkMfBkGz+J7Cj/vsPehVxkUA80w0D3FeN7BVJArupRcn6gm5DxFRAXN2/d9bF1Dsw1aUhaabaA0wYpoTIwWWDuaY+DMWdZ8cD1dvS0Ux0eJLO/AVT6To1NsvmEjVtQMib0QXLvlWrX/YEDsygpk7WaCOUuNQTFqkhqW2ZWa/VLJqywzVv7u+won75AfmGLg1RP808RTXD/YzpSa4UQyx13Z1fQ+/wje5luI6kUiIyeRW+5Ee/YXyNadnDl+lM7SOKlP/AGlR35K7K//Ft8PRgjfVfhOsMVK0zV0hESrTe70FNMD57CXpWjf2gO6Vi215/g4TgnTMgPLuho7Db/kMnV6gn979BAxLcK+kseHMwkeH5lirRVBlXxeK5a4PWazt1iiRzQSusaBYol7O1M8lZthS3eSeNTgmTMTfHFVO9OvD7ByY4bVH9+CHgm2hEHgOs0puURtExFtwZt5f5ewRAs0QcS8OrHjokUR5k4j60SbmpbS8Aie41MazjH5Yj/Zczm8nzzA/pvvZf/6aT7/yhis3sDXV5zkax2f5Pjx02Ta42y6bj0Vx/+6oWFYOrmxAo7joSHY0Qh+ycPPO2RWt1AYnGTk6CCrb+9DSxh17dX3fCaGs/z67y1WfX6YZWtaSKbi1dHKL7hMnh5j7OFjTJsa38gW+L2OFG/miuSLLteYER6ZyvMhy2JQKSYdl+3JKI/mZvhEZ5oBXTGtKXa0xvif0xP8TSJK7yc3EUkHIofv+uSzeUzLxLQi1W16N++4+YoxW10SYu/d9+Ic3lV6bU2CmKZS0403duC1baEequaK+c7rt5mhYGZyhsk9BymQ5HD2HKs1CxJJzkYdVkRbyco0esFg+dpOrJiJpmtYcRPd0ChMzqBHdHRdI3suS6Itzt5Tb7DJa+fcvpP0XtdLoq8TTL3aWH1fMTWe5TcvHMM5G0MyeTB8br6jDzseBVRVnJoZmObQgy8xsX4ZXXGbg4PTRHyYzJWIacJk3sWUwKGkimjETYOc52NoikTapL1QJO8J29al6bp1HWLM6gI818NzPcyoWVX53bx95xVD7EVX9zklN7C5rpWvmSV1I7krtVwZyBu13/VpFTsSGlJrDH6ocZsmYGds7Ht2oBBW01fNcBPC6PAY3VYbucki0yPTiCRIdaTRtMB0NpaJVRU16eVpcBR7z76B4a+hu6+L5LYV1WJUHAX5nsvRNwdIpmL4to6mpyiVHF7fd5wtO9cRtS1EgjmG3ZOi986NtI0XiaVilEbyaAreRvHhjjSHBsdZaZkkIzovT+a5Mxln3+Akq3QNy1OkTJ2rVibp+MCGYP7hKXRDw/M8dMMgYkaqDV0a6uxyQjmg0vcJVh0jwH1KqXcMlPtuWHRi+75fnRBWgtTXmYZUXS3MXYiZr9rPn3aekaYSrVNm1zDrmkjNpHVqcpo163tJppK8dW6CYqlYlVGlQeEumg463Hf9vfzyP57gxi9cP2tBVzPyDJw4Rz5XIBq10Q1BdCGViOKWHPLTRaJ2tFoWpRQd1/VSfPkUhZEJ7trQRtw2uUuBcn3GdMUro9MUHI97NnZyTdRirQZWwmDVh9Yhpo4W0VEoPNfF8zxEM9F1ozqCLGIoPAB+9sLQnF3qn9zZtVCV3+eAYaXUn4jIWoJgS9sWkuGi67FNy0SEYOc41VDqQOWo8FW95hpm97TXaLLrbEpoTKvppQOazAoyWs0Onoqf14oDn8qxMDNDMhUPuC7Qu3klJ4+cYmxoFM/zcUtuQFYJlvTRhPGhMU4f7eeme3cGQzyzi0qV9jRTmCHVEmOmMINm+iRbTJatbiXdHsdx3UB3r2uBUVi5kS+/tgcsj6nRYSansogOruuxvS3OtkSEO7pTDJYcXFPo2NxOrCeBnjARUwcNlO/jOoEtiGhStcGprbrFCGBaJvUc675y+kJwLfAcgFLqGLBMRFoWkuGiE7vysiriRqXbrJV9G8Oh1JK70svOkmZ2cjhXVKkl6+xZo+KlMQ1gcnyKdGumKgJFbYut79vK4QOHee7hZ3jlyf2M9A9RyOVxXY9zpwZ57udPEU1ZdK/uLt+P6rNStm25auta1mxYyaq1XWTaElh20NBzuQKFXJ5SsTQbE6ZMQrE0Vt7aR8eGLkaPD2AmdJLrUrT2plBAYSLHyYFxCjhoaZOOrcvLDaNcn4aGFbOw7GhNTc5TjwvHUvnue5XAJhsR2QF0ECytv2csiShSJanUELFmaKyIJHP7kJr/qUpfGKTXZFE9r/bEooKoA9Xrqv1o3fW1C/au62BGjLrGEk/FuPnDOxk8OciJN4/z2ouvojyfTEcLma5W7vrsR4naVh1FamwVq/nEYlEODRzBNC2iMYvJ8SyGEUwwz5wYwnV91l69Ek3Xqn/SDY22Dd1EYyZWPMLYeI5I1GT7NS20daS5reCS6ckgmhbsoKk8a+OMu+Z0vgn5ArFU1n0/AB4QkaeBfuBtYEGOKRed2K7jVrtFaajsKgUU1WV2Kj15DQ2DyZ9ibg8938tSVRFnFnOEmeq3YCKrMI3ZR68tm24YrFi3gp51K2qG81nb8hr9y5yRoXIcOjPMoQPHWbO+B6fkELWj6KKRaUsTS9i8/dpJ8tkCyXS8Tv0pQHx5C9nJLNGEVRbrUiS701SHvcoMvBLDseHZlhinmN8ee6HWfR8BfqmU+lK5x75PKbUgT/WLLopUeqZK/Veq269oKsoTSzXLmlkZnLkkqYT0qKbVDAEKmf+FzvOGa/NVvsIoE7tRZAnSyg58qnL63EZVLwLVf3c9j7a2NKZpkc8XGBudIJawyGfzjA2PoxkaB194I1DDVRdvAlFG0zSisSjxTBw7ZdPSlanK+RU3ChVtUq3jz7lOQOsb4qIIIkvnu+8g8BUReRb4BnD/AvNbAvcLeiVaVWUSF1S7JgFZqmlS80pEGshVLzfPDvhBg6gN/FEheN1LrZt11r94AXzl4/n+vMP0haTV302opZXvKfAV6ZY4pqURsy1ct0SxVKClLY1tR1F4FEszTE9k6/KrwLTMYLe/SDW8YGPTq6f1fJ+5z71QlLUfcyLzLlQropQ6qZT6QPlzp1LqzELLuuiiSACpX6CpyNr1er/ay+fdzF5NqLv+Ql5R4zVl9RqVRqYFItN586oNMPJuvV2DuKMUy1Z2sWxVN6+9fJg161Zx5tRZnn5sD1dft4kVPcvo7G4jk0lx6kg/W7b3NZS7TtfyLveb+/v5RZLFEVTKJL4sLfpqsSTEnp3Qlb+XVX5B+LjaBZrgdxVEhpvfIKoqptRODN9rucpaDE0L1HnUU4nq+VwRp1GWrv9lFoahB6a7Aje8fwsA7V1t9KxewdHDJ5gYnySZSbB8VRe6oVWfZy6dz/ec53/++UWmKxOLvqQuIsMEQ1SIyw+9SqmO33YhLgUWndghQlwOWIJd6iFC/PYREjtEUyIk9jtARO4vHz8iIp9/h+t+JCIfqfn+hyLyrUtRxmZCbb2JyO0i8msR2Sci/3CxeS2Ruq9pcD/wj0qp/7uQi8suuh4HPkAQybj58KuvzrHu445vLkj911hvNU4qdymlzojIkyJyk1Jq34Xm2dQ9toj0iciz5fjcT4jI10TkMRH5lYi8KiJ/Xr5ul4jsEZGnReQZEVkmIt8EWkXkOyLymZqe5Nsi8ny5J3mg9n5KKR+4G/jiJX/YS4GA1HOs+8rp7xnz1NtG4EzNQs1jBKS/YDQ1sQliwD+plLoN+BaB57UUcBewE/iyiHQTVOQfKaVuJQiieYdS6qvAmFLqS5XMygbxeaXU+4D3A3/aeMOyjcOiBFW8DLFkkXkb6q0NqI33OEngTOeC0eyiyHeA+0XkvwncZu0F9pR7iJyIvAb0EFTi10VkGtgKvPAOeaZE5Hvl/CJLWfjLEEtl3deIMQI/QhW0AsMXk0GzE/uzwM+VUvtF5NPAvwLPlWW4GNAHHAEeBVYCLvDIO+T3USCjlPqciPQCf7akpb/8sFTWfY14C+gRkeXAEPAxAhuVC0aziyLPAP9cthr7S+CrBI15N0Hv/Q2l1CSB7cPLBKR+CfiL8v+Pisi3a/LbC1wrInuALwO/EpG/uiRPcnlgKSPzVlEeUe8jkK1fAh5WSr15MXlcUSuPIvIZ4Cql1Fd+22X5ncUSaEWWAiGxQzQlrihih7hy0OwydogrFCGxQzQlQmKHaEqExA7RlAiJHeKyQaNVpIjoZZue6MXm1ewrjyEWGf9y4oE5euwvrP7yolr3ldM+DfwdsP495Rmq+0JcKMqknjdq2CKQ2wD+GNiolPpKmewagVeoq5RSMxeTXyiKhLgYXCrrPpRS/kK8QYXEDnExuFTWfQtGSOwQF4Olisy76AiJHeJicEms+xYD4eQxxEVhKbQiS4GQ2CGaEqEoEqIpERI7RFMiJHaIpkRI7BBNiZDYIZoSIbFDNCVCYodoSoTEDtGUCIkdoikREjtEUyIkdoimxP8D7p+0GyiTvm0AAAAASUVORK5CYII=\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": [ "with rc_context({\"figure.figsize\": (2, 2)}):\n", " for total, optimal in zip(totals, (1., 1., 1., 0.5)):\n", " sc.pl.spatial(data, color=f\"leiden_{total:.0e}_0_{optimal}\", return_fig=True, title=f\"Leiden ({total:.0e} reads)\").savefig(f\"figures/s3d_{total:.0e}.svg\")" ] }, { "cell_type": "code", "execution_count": 23, "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" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "22998c0420b6470abe0b789bee910259", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/12682 [00:00 10]:\n", " csvg, _ = SpatialDE.test(data[data.obs.segmentation_labels_default == l, :], omnibus=True)\n", " csvg[\"label\"] = l\n", " svg_default.append(csvg)\n", "svg_default = pd.concat(svg_default, axis=0, ignore_index=True)\n", "svg_default.to_pickle(\"ST8059048_svg_default.pkl\")\n", "\n", "ulabels, lcounts = np.unique(data.obs.segmentation_labels, return_counts=True)\n", "svg = []\n", "for l in ulabels[lcounts > 10]:\n", " csvg, _ = SpatialDE.test(data[data.obs.segmentation_labels == l, :], omnibus=True)\n", " csvg[\"label\"] = l\n", " svg.append(csvg)\n", "svg = pd.concat(svg, axis=0, ignore_index=True)\n", "svg.to_pickle(\"ST8059048_svg.pkl\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "svg = pd.read_pickle(\"ST8059048_svg.pkl\")" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/plotnine/ggplot.py:721: PlotnineWarning: Saving 4 x 2 in image.\n", "/home/kats/.local/lib/python3.7/site-packages/plotnine/ggplot.py:722: PlotnineWarning: Filename: figures/3e.svg\n" ] } ], "source": [ "(\n", " ggplot(svg.assign(region=lambda x: pd.Categorical(x.label))[svg.padj < 0.001], aes(\"region\")) +\n", " geom_bar() +\n", " ylab(\"spatially variable genes\") +\n", " theme(axis_text_x=element_text(rotation=20, ha=\"right\"), figure_size=(4, 2))\n", ").save(\"figures/3e.svg\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "from bioservices import BioMart\n", "import goatools\n", "from io import StringIO\n", "s = BioMart()\n", "s.add_dataset_to_xml(\"mmusculus_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(data.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\n", " else:\n", " matched = group[group.gene_name == group.entrezgene_accession]\n", " if matched.shape[0] > 0:\n", " ret = matched.iloc[[0],:] # no clear way to choose if there are multiple matches, so I just choose the first one\n", " else:\n", " ret = matched\n", " return ret.drop(\"entrezgene_accession\", axis=1)\n", "res = res.dropna().reset_index(drop=True).groupby(\"ensembl_gene_id\").apply(filter_entrez)\n", "\n", "data.var[\"entrez_id\"] = (\n", " data.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": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " EXISTS: go-basic.obo\n", " EXISTS: gene2go\n", "go-basic.obo: fmt(1.2) rel(2021-02-01) 47,291 GO Terms\n", "HMS:0:00:03.906027 385,388 annotations, 24,322 genes, 18,536 GOs, 1 taxids READ: gene2go \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=[10090])\n", "ns2assoc = objanno.get_ns2assc()\n", "background_genes = data.var.entrez_id.to_numpy()" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Load BP Gene Ontology Analysis ...\n", "fisher module not installed. Falling back on scipy.stats.fisher_exact\n", " 83% 10,547 of 12,682 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", " 87% 11,024 of 12,682 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", " 79% 10,039 of 12,682 population items found in association\n" ] } ], "source": [ "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.groupby(\"label\"):\n", " enrichment = goeaobj.run_study(data.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\": data.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": 29, "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/plotnine/ggplot.py:721: PlotnineWarning: Saving 2 x 7 in image.\n", "/home/kats/.local/lib/python3.7/site-packages/plotnine/ggplot.py:722: PlotnineWarning: Filename: figures/s3f_1.svg\n" ] } ], "source": [ "(\n", " ggplot(go_enrichment[(go_enrichment.padj < 1e-3) & (go_enrichment.ont == \"CC\")], aes(\"label\", \"desc\", color=\"-np.log10(pval)\", size=\"study_ratio\")) +\n", " geom_point() +\n", " facet_wrap(\"ont\", ncol=1, scales=\"free\") +\n", " scale_size_area(breaks=[0.1, 0.2, 0.3, 0.4, 0.5], limits=(0.1, 0.5), oob=mizani.bounds.squish, name=\"fraction of sample\") +\n", " scale_color_distiller(palette=\"YlGnBu\", direction=1, limits=(0, 25), oob=mizani.bounds.squish, name=r\"$-\\log_{10}(p)$\") +\n", " theme(figure_size=(2,7), subplots_adjust={'hspace': 0.1})\n", ").save(\"figures/s3f_1.svg\")" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/kats/.local/lib/python3.7/site-packages/plotnine/ggplot.py:721: PlotnineWarning: Saving 2 x 7 in image.\n", "/home/kats/.local/lib/python3.7/site-packages/plotnine/ggplot.py:722: PlotnineWarning: Filename: figures/s3f_2.svg\n" ] } ], "source": [ "(\n", " ggplot(go_enrichment[(go_enrichment.padj < 1e-3) & (go_enrichment.ont != \"CC\")], aes(\"label\", \"desc\", color=\"-np.log10(pval)\", size=\"study_ratio\")) +\n", " geom_point() +\n", " facet_wrap(\"ont\", ncol=1, scales=\"free\") +\n", " scale_size_area(breaks=[0.1, 0.2, 0.3, 0.4, 0.5], limits=(0.1, 0.5), oob=mizani.bounds.squish, name=\"fraction of sample\") +\n", " scale_color_distiller(palette=\"YlGnBu\", direction=1, limits=(0, 25), oob=mizani.bounds.squish, name=r\"$-\\log_{10}(p)$\") +\n", " theme(figure_size=(2,7), subplots_adjust={'hspace': 0.2})\n", ").save(\"figures/s3f_2.svg\")" ] }, { "cell_type": "code", "execution_count": 31, "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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y6slxLNOJTtrKdZ1zKkULiIoOridoxTkaw/JylStbfXSHESvKXR3VK7muOoBrJJ7vcMWKYYb7unGjiFVrR+kf6MbxXRwBRhmaWULZ9+gqhHT1lJhvtcl1gOc6FAIX13MoBR6D1Yh2qjgz0+LY2DyP7BzHcwRXrOhh7WgVz3Xo7yoydH2RNFOcmqpz4GSNE3sWrNOlNEJYT77VTnEdh7WjVbrWDRJIgSMEhYJPqxEznytu+sHVFHtChFhM3VlxZzBPUrOdK995bbefTzWaJ2Xkni+Y9LtBLzrzOY5gvtYiCDwarYSeakSqbNbCaI0whmYrpWuggCNBCkOmNV7HgJadZGyubArMaIMShiTTuIHkxOQMx89O84ZrLueRMyfxHYefHLqcew4eYXVPD29YvoJPTezhrT0riOOU2yeP8Pab1nFoYZZtjWne/mOv4fFH91IpF7hi3VLu3XqQtSuHEVWHO2qH+eHKcnqLEQhDlmfgOxitkVLSTnMiR7K8N2JFf4HJ+ZiDJ+fYcXCSo6fnWD5UZvlQhXaq6Cn5jPSWGO4rgTGcnqpz/Gyd+UZCmiqKoUsh8FjSX8RzbG44z3O0MdSSjKtfs4yw7FtnBxuukReGUDqetEAghUEv5qs7spBOKtAgnpTh+J5Wu0ZbY9d1BEoJskyRZjlR0SfXBkdYe9DrhBm0Nk8CIbiOPKcqTGeb5zmkWqONYuv+kxw9O82rrljFE2Nn8RyHdb39bD87hutI3IrLpuY4q/0qcZyxuXaWV3eNsHN2kqONGj+8bBV7dx2jq6vEZVcsYefhU1QqEWrI4dHmOOu9HvpKUSdbAXGe4UqHdjuhFHrkykrrXBmGqyEj14xwxdJu9p6YZeehafYdn2O4r0h/V0imwJVwdrrB5GzTOjIIBroLrByqsHygRLXoIzu/N0lypmpNGkLgFzykc16yfYek6zDeeRzFkwEN4in/4eJTuy96u4w1S9eZd/3WZwgClyxTtNOMnq6IVBsacUaeGpRW9HeFLFrCea5wHQfHsTaf5zokqbKZCAmp1hRLHkYb0jSn3oxRtTpRXxdGCOr1FpWuIjrOMVmO0x1i5hOMAR1J0rkYPwrQrqS90KarFGKkYM7JGA0KELq0WkmnwkajFPRVQsZn63SXCxgkZ/MGy/0SvusR+S5CQJpZxyDJbf54Yq7N5n0TzCzECGlBDALwXYfeSki54LNisMRANSLyHXxXnpP2rVbK2bkGbugS9BaQjmDDG5dT6rXYVtlBzpzPaoinj++xyHDnkT7aaALH29p9Rd+Gt37ixwC49ZaPvOztMl4SGbzQiqmIEFdKqqUQEPi+JFlI0MoghE3qCwzSFZ04lUZlIF1p422uIMtzcgx+ZEEKGOuAtMan+exffoY3/vSbMAO9PPDYXn72x1/Hprs2c+zASX79T36ej3z4DgqliH/7H97EP370G1yzYS1LL1/CV7+9lTe9+mpOLzd8c+EEf1DewB1Hj3CqXecdl7+Kv35gIyNdFX7osjV87GsP85rr1uCurPDZ6f388shVLIsr9JQiXGFtNITAEeAIwdK+Iv03L+fAqRrjcy20Noz0FemvhhR8l1LoErhWCea59UulhEYrZXahSTPLCUOPbD5moK/AY185yNprBulfWqE0XLIX15xHrywGmZ/qZNj3Fm3A8+gXYwTp97TaBUqFwMKDEGhtVU+qNHGak2UKMJQLHpVCgNKGTNggs9vJBdNJr1nfReO5LvVmSjny0MZQGuzjlh95NZdvuALjeWitGR7o4qqb1rFk5RCZgVe96QaCwCcshtzyumsYWTFEqVpiw1WrWL10gMHASqXRsMTNlRHWFRPiVHPz8uWM9pQY6i3zmmvXsGZ0AC8K+cHqUgYpUoo8EIaFdoLnOBSNh+86FscnrNlwzaoerpN95EoTuBJtrAnhCCu9tNZoo4lTzUw9phGnxFmO60iyLGeoXGJ6ts2y0Qp+0ePEYydZdtMSyqOVc9d5MSQF51Er4jv+Lr5/nklzffE4HC/6mRhjyLIcHEG9lZDnCpXZp3DV8iqXre5hdKiM6zuoDnbN6TCq00mpIaw0yHJFIfQ4dnaaLzy4lbmFNjs3HeD+Ox7l1T/6Bh4+Pc6W02O88obL+dieHdR7PdatX8GXP/51SpUyUSHgy5+7l+tvupyzOubuw4d54yvX8xVO8kQyzVu8pXxq23ZEormy2MM/HtzF5SN9JBg+snU7N65fyb6pGe7feZgf6VrFlzjCN+MTTDSbfLC2mz3JLLHKacQZ7ThHd4LlEoE0Bmmw6B5lbdpcaetIYR2psdkmE7UWrXZGlhniWOMZwemzdUQumB5vkWaG/vVDTD92gnSuaSXfIjBWX7B+Hmr4FAl44bog1/J5MaAQ4veEEPdfsBwUQlx7wfbfFkJsvGD7shfKKy9+es2AVpC0MjxH0k4s1q3dzBktV/F8l3Lk02gm51C/SZoTeNaIdx1pwZSepKvoE4QeSium5+s045SZyXmmxmcJXMl0o4ErLWZrvN1gutVmGMnU2RlEnlGrp0xNzJG0U6abLSYbDRRwOm+QuBqFYbzeoNGT0MxDTtfrtFTGQpIw1myQKsVsq8VkvYHvSk6kdXzhkBrDyazOnE4wCGabMdVigE4NjhQ4Utp8sl4MlFuPNU5z2mlOphStNGOhlYIxRJ5HO7OedNxMyXNNpaeIyjQzp+oMvHoJ0boBzt6zi+U/cTNCPhmxDU/J73Lh+gVxPgPp83Q4jDF/SafnoBDiDcAvGWN2XLDLTcCPGWMmXhiHXHBuL7bDsWL0CvNnv/pRfM8h8FyyXFOIXISU+JFDVPDIMk2aa/xAYjq508B3EJ7Ede2NW5hPMEozXq+z0E64anSQ3eMTdHkhPYWQnWMTXD7Qj9Kaw3OzXD80yEKtSa3eYtmSfk41F/CkZDAscfDsFMNdFQqRx6b5CV5RHaC+kDI5M8faZYO02glpljHQU+VIPk8Zj34RskVPsiSvECrJ4fos1/QNkKmcM/MNhsplFuot4iRj6XAP4wt1+isFeosFklSDNsRJhpQSz3PIlaYZp6hME+eK0JMYDfOtBKMAAa1WRhQG9FUjuos+roDYl1z3xuWUeyKOfn0na35qA7KDjJZy0ZYzz4ioX1TCnpRbS5cNbnjFB/8DAPf/4P9+Xg6HECLCthF5szFm+oL3twBj2DrnrxpjnrE4/JnoRVe7jrRo4cj3cIS02YtUk2cKnRnSVk7SyhCZhswgtMCRDjkdKLoyLMzFqFQRhh7/vGUHd+zcQ6OV8Ont27n76GFOzM3zld172X5mjM3jZ/jC4b0cq9X49gM7+MKXH6LZTvnMvl18/uBeWknCFx7fzoP7D7O7Nc2t9QM8Xj/LrgPHueP+J1iot/jmo7v49J2P4Qp43/wO/rF1gEmvzT+wh43hGEeas3zp2AEO1Ga598BRbt2ygzjNuOfB7dx171aM0Xxi8zZu37GPZjtHCIPrCRwX6u2Y+XqLqbkGOlcIYyj6Do1WiiMEo70llNHU2xkzzRRtDPVmQm0hIVOm85C6tOdjvKGec56FMXRCVE/Wt+dlyVOzunZbph0yK/36hBBbLlh++Rlu6a8A/3wh43XoLuAXgTcBb+r0u3lB9JKgWkLP7agagzaGLFe4RhIZF5V3QARiEXlhDfE4VcTKELdyBDDXSEDAT95wjVVNvsd/vPpa+goFqkHIT157JZf395FrTX8xYm13N6VbruT6a1YiheQ/rrvK5l5LET9+49Us6+1CGfjJ8hpuLg2iru5joLtMpVDgza9YR6Od0E41v1JcT8F4jJgiv+SsZ1VWZWAgJFOG1eUuBpZHDJcr9JciXnvTenKlcIXDz1x/NWUvIMkyFpo5gRSdOhJJmuWdkAe4roPKcwq+RUZnuaFaDGklTcqRh9GarigkV5ozcy2ueOUIWZpzatcEa169tINQtgHnc5p3EU0gLmS5c6HmC94TqPP23nMWjXfaBP8qcMvTbP7jTjklQoivANcBd7wQXnnRJZ8QglQrC6LEoIxVM77nkGSKZjNDatCZgdzQbmQ0mykiNyTNDGEMvifJRca7732QsdoCc8en+MBffIYB47Bjz3E+dvsDrO7q4Y6vP8Y9397GlT19fOCrD3BkZoZib4kP3v8IcT1laq7OO+9+gOUDXdyZnOKD9V28oTrCbd/czH1bDrByzQDvqG1mX1DHxBkf/cAX6J1SzM7WedfDG1mfdvHEt3fxuX+6h8uL3Xz0+E4eWzjLyu4KH/7s3cTtGCHgH269h2IuOTQ+xcce2mxjf1lu44xadVKNAq007Tgh8BwKoWdjgVrT2xURBi7KGNp5TjtXZFojHEPPUIFT+6dYumGIsMtfFHkg7IO9+CBr03moMefAGOck4wWMqLS8kAGfi14N7DPGXNgmAyHEEmCfECLovPVGYMtTP/xc9BJAqiyqmE5NgyOFjW0Z8DxJqeKxMBdTrgaUqyFyIaFWaxP5Lp4nQUCmNUYbyoFPKfDxi4ZytYjnuZSigK5yhOsIyqUIISSe61CKAjwpkRoqUUgx8JBKUAktQLTqenTlAY4jKEcBhdDDEVCSHq6RlIoexWKI77v4aCLPQwBh5FEqhlRLPkXXI3RcAs+hWAgIfRfXcymEPp5vwy1F3yPwXeI4tcxnIPQESkEpcokzhecKcmVoJzmh7+JJGOiKyHONdARaQsl3MQ40JurEqSKseJ3c7uJ1vjCk0rH5hDmH6bOI3CfH/4x5waGWHwTuO39vxX8GlDHmk0KIDwKPCiEawMPGmBfcYPzFz3AsW2f+4r9+As+VFvqDwXcdZhfa+J5D90ARRwg8TyJdiXQE8ULKzPgs+zftYsNbXsnk6UnGjp7hmjdsYGd7CgNsiAZ45NBx+osl1oz2cHfjFNd7g/gu7GxOcVM0zPHGPDN5m9f2jDCwZCNZHjAxdj0bx86wslqlN4p4bOEsr+oZpp3l7JmZ5sb+YY6pOnMq4eZwkMMHTlEsRfQMdrP97BhXDPTTVQm5b/YMryoNM99sc2y6xitXjHJ8ao4sz7l8ZJDHz44xUirS5xfYt+8EI8O95NpwcHqW64YHicKARpwRejYR5nkOcaaIPAv70giOTzaYbySM9BQJPYnnCdzAwQk8Vl3WS9dIidB3iMfrRIMFikurCCGeHHBehNEv3uDOf196W6M1wxvWvvc/A7DzR95x8WY4hBBvBv4OKALvNsa8t/P+vcaYZ2wFa/QijkKcq2HIlSH0PfJM0ZpN6OovkGYKTwq8yAUpOLDtAA9++QEGVoyy97Fd7HtsN1fefBV3Nk9gMKw2FR44eITLBwfIuiTfWDhOVHFJWznfmDvOyECZR+fPcqA5y/XlATas+wR5WuXoiav59qlj3JgOs3qgh29OnaDs+EzPt3hk4jRX9vTz7eYpTmR1bg4HufueJxgY6OIHfvhG7j5wlFaa07uswtfmjlExPtNj82w+cYYrR/q5d88RmknCioE+vn7sMOt6e3lT3yj3P7yb19y8nrzks/HESXqjAku7XXINcWZRy0mmMUKiEISuQ5IrlvQVCTzJfCul0B1Rj3OW9RdYtrqXMPRonGiQpppkukFr9wTZK5cQjpbxS1aid+4ATxdoBjpmwMUTZH5GySeE2IjtYRdjWyT8gTHmfiHEfcaYNz7TAVcvXWfe+d8+SZorHCkpBB4IQaOV4jrQ01ckF1CKPJQxpJkib6U4wNjxs5SGenHR1OfqjC4fZjqzaSqpBWkrQ0iJ6wimiBkQERrDTB4zWiqgNMy1E6rGY3hwjjSTtE0v07U2FT9A5IZZmTAUFGgnOTNxzIpyiYZQtPKcivCIF2IcRxIUQybrDYa6S0hHcLLdYEAH0CkN0ArrvTqSShSQSEXguHjCYezMDP19VRbqCWMz8wwXi5RLEdKT+I6kVre2out7BJ6NDiS5plrwMQLaiSLNMoqhw8BwmUpfiaDgYXJDtpDSqMXoRoyZmKXrqh6G37Le1mssqtmnkX6edLeGq4c3rHjXrwCw/8f/9GWXfM/2GDjGmGljTAP4ZeB9nSbYz6qnBXTqWyWB55BkGVme4zrWE67VWjTm26S5IvQdVCvn1rsf56Nff4hCfw+f/PL93LN5P0OjAxitqRKwM53mD+ONtIqKB2oned/RLSz3inzixC5uPb2X4VLEn/Xfzd2l/aiFhH+44wF2HBDcH9T5o747kFXDvY/t5eN3PMwSt8h79m/hC2MHWVqIeN9n7mbH9uPU0pg/PvQoE37Ktto0f/XoI3QXQz5a28s7JrawJizzqS8/xP0b96IlvPfgVvY0Z5mYrPH+2+5hfrrJvWdP8Kc7HqHUVeQTZ/bwudoBLh/s5ov/9E0evHczsuOA+Z5AKYXUilYrphmn+BLSNMMFKpFDT8mnUPDQBvI4I2mm1BsJWhpSNG7Fp24gb7RtVEFrjNYYY1N3phN3sQ7peTCpNna5GOjZHI5jQoi/Az5kjNklhPgStkdx37N8xgJDlMKR1tuNc00hkBQLtpajneT40iFrZNQaGXGes37lMK0kJQw9Ll85wvLhXoQUxIntM7jcLXOd7qcqfFZGXUgERguu7xlAIhC55JrWCMtaPVQKIZctGaQURYiWw7VylB4i1i7ppxh64AiurvbTH0UgHdYsH+Ky5QMo6XF1qZf+oEDYLZlpDyCRXBP1MZ22UQZWLx9iyWAXRdfjyq5eVlW76Kq6rFsxRLkQsURp1pUTWrHismI3uVa4ocuy1aMMjPShtK0dkYFH5NsiItf10VqTdaRoEqcEoUNY8CgUA1zPAW1I2zmtTJFie9To+YRSklPffpSFm1dTGq1aiSfluYIhKwnPt87AgNEXB+PBs0u+n8O2wuoBMMb8v8Bnsb12n5GMMSgFjmtrF3zfodFOaSU5jTinWgkpFDzcwKFNzp2nD9O/pJfVS4f59pY9XH3FSpw05+6vP4YXONy/cJqD8zV+Wl7Gw7uOESTw1p5l3HfXJtZTYWle5P7H9vGTc1djFlweyM7y1puuZG86x8xExk/MXc9XTh8jGi1y4/Wr+PzB/dzcN0yl1+eLPbt5yw9cxVknZc/CND+7ZD33x2eZCFP+3brL2bjzEJfFJV5dHeHT6iDX3rSa665YTtEL+LEll1Ebr7P3xCRvf9113MdZsgje0reCxw8dY53bxRqni68cPsQb3n4T0WV93DV5gpbKSZWinuTk2kL423FOnNjQjAJwXBIlSTNIU02zpcgyTZ5qWo0UkWvyJCNa1sOyX3gT4UDZpio7sCuE6IRhFu9J5z+glESpi8Pue7azeANwFgiEEG8RQrwF253yn571gJ1OBK2O1BIafM/FlTbbYQy0coUWsJClPDE+xrHaHGNTNfYeG2O23uTEkTH27zpCq5WxszXF7ngKP3DYd3acI5MzzM7WObDnOKdOTnJ2ao59R88w32ixL55lc2sCKSVbpid4YmaSRpazpTbO7toM440WO2cmGW82OerPsCk4RcNJ2TEzxaMTYzgOPK4n2JxOsdBMeOLgaQ6dnuKsaPFIfpZx0aKZ5IS+QzEK2HN8jF1Hz5Arzcb2WXbHM2il2H9mgqMTs0y2muycmmRiocmeuWm2zU5gHImQkrDTqcp1JFEY4HseSWbwpEeaGoSxZQazCxnz8ylpW+HlBqnACxwiAZUr+ymu7Mb13HN9WhazuU+CmV4A9jNaXDTS79kcjk88w2eMMeYXn+mAa5atN+/6rc8wU4/xPYfQcyySOfSQwnYZWAyKNtoxlUqIbKU02ykmDGhmOSXPJZSSmfkG1Z4SrutQi9t0u4FFkWQ5hVySJTHFwCN1XWoqoxr4OEIwpxNKykNpTapySlEAHUSJG7gYaQEMhaJDazoliHzC0OXUzALdpQgpBKmriBKH1DEYR1MIPGKh8TJJ1Q04NT9PyfEIpcPhsVmE7zJUiUhUjswEsbSFQlXfI3MMFc8FJNNjc/T3d4MQzM836K2WaecZtTSlV4akeYbvOZQrBXAEnutQLrgkubalqI4kNorBgYjC1X1E1Qghz0u3p7bPsOsCXzpb/ZWjG0b+/NcAOP6zf3DxOhzGmF94ugU7ofEZSQBB4NBTCih3yhujwKWV5GRKk6YK1wge3rqPT33lAbJ2zufe80/c9u7PEAUen35sE/cdOkKt1uTztz/I/n0n2XT6NB/cupmzrSZ3nTjKh3dtwYtcvvqB2/jn99+KdiUfO7CN+8aOczpv8Henn+CQmmP3xDif3LqNhWbMndv388n7N1EOfD64dxu3Hd5Hey7lw195kE27jnBoYppPPLaFM7Pz3Fk/wZ+cfoyaTvlIbTfvnNxKoB1+t/0QH9O7OTY7x/u2b2Lz9Fl2HjnD7fdvQbcT7jxzjPfu3UKp7PPJZB+fzvcTeC5/NbGVL80d5eyxSb7wia+z94n97DxwnM984xFOjM/w5cZR3j+/nVLR4fP3b+JLD27Bw0KyXAxo2wnBlpdqqr0R3TeNElSic2Gtpy62jYa4oHwIK/mUwKiLQ/I9Z4ZDCPFXwC919g2wg08+8MwfsFg8AbiyA4NXtvgaIaiWQ4SA6y5bTle5QDEMuOnfvJY8zwg9lx+4Yi2D5RLlYpGbX3EFy5cNYnyHOMsZKhZ55dAow4USvuPy2h99PcJxEJnhTaOrWFXpoi8s8JbeFawr9pIOWzuqt1TilsuWMzbXg+9K3r5iDZHj0lMp8rrr17JipJ9iIeR1a1bSVyxxkxdScT2WlEu83V/JfJaicvgx1rBMlhkpFXnjyDJWF7uJig4b1q2gr6vMDcan4vhErstbCkupt1J0qvnBwhKWumW6+wvccMuVLF89ih/6xGnO0qEe3uwWWNuuUvRcXnvVGnzPRXYYzZW2zsU1to+fklBKbaG9E5wv8ng6SH3ndjyZLhJPF55fbvcNwDDwSewshqPP9YFiJ17leAIpJeWCj+vYwukky2mlOaNDPVx5+VI+8sQW3NUDRFcv5W+ObWHFUC+TRyb45pcf4sbrL2Pz7DiPnDrJK4eXcPujO5icnGd9pYfP3/UozmAfyeW9fCrey5X9fRxv1PjC4b38YM9Svuge5sHyGDevWMoXtm2npTJWDPTw8W9vYllQpF3S/PXCNtatX8omMcOXWkd425Vr+NrCUXbOT/OmvuX876nttLOcJabIh/Zt4xW6H7Vngdu/9Ag39QyzqT7OXQsnufnqNXy1eZSzosVNQyO8f882CrHLcFjkI/N7uKlriGxZg29ctoPXvGUDj8ezPDh7lhuuXs3nT+1nZqHFDaqLT370qwxFAWFPyD9s34Yi58v1Y7ynth0p4bYde7jzwGFa9Zi0lrCIqbct2myFm+6oX9VJ7QFP9nYvIsn3fJgvNcakQGCMOQnc8Gw7i45zXyr4Nk/badyjjUWveJ1WtkJAO8+pxTG1dkysc+aymMQodJZRn2+CNsy0WtTiNlEgmWu0aMQJSZpTqzfJtSJ1NFO6jRIwnyZMxy1aWc6UaDFlbAys1mqzECcIaZhrtmjGOQ0yJnSLXBgaTsq4aoGAibxJU6SkRnMmrdN2cloqY7zdJEXTaraZmJzD9x1qOmEqa6GFYixuMt5uInyYTFrMpTF1nTGp2uTSMOXUOe3Ooh3DmUad8VaTrkrAqcYCk+0mWZIwNjZFs9VmPk04VV+gnSmmRZuj2QL1JOPEbI3xepOg6DO/4yw6ybE53A544Dukn63keJJVr4VdLgJ6ztxuR+02sTMYuoBrOuOPnpYuW36lee/v/yOOlCSp9Xht/xFBkiuCwCFNFWHkIRyBMHCkPofSmit6ezm8/SClvm56BrvZ0ZriCr8HL9Qc8E5y2cJKal6TOW+BdfkSDk/O4jmS4XKFI+NT9JaLuK7L9rlJNvQOkKA4qGps8AeYnKrRbiWsXDnIkak5hrpKjHSXeTwfZ63soiR8ts5NcG2ln8RRHNHzbHAHmXDGUW7GcrWMPZyllIUMUOWx5CzXhH3I3LClMcHVso/M0Yy1Glzb3c8RNWvTgqKH7dNTjBSK9EQ+svsRzNwNNJXPMXeBW7xhjk3N01QpK8ISp7ImoeMy6BU4OTXLsoEuwshnX2uWVwwP0U4zjk/OcfOaEQZftwwZWGTyMyXVFgvIA+ls9ZeNbhj+w/8GwIlf+Z2L1+FYJGPM72Jnav0e8DXsnIVnpk4uN82tt6eN7Z+SKYPSMNtI8VyHPDXo3NBIc75wch+3ntxLHKd84X/fysYv3c+xbIFPTezhoYUzPFHaz90jD3EiOMu3qtu4behB2uR8addevrJ7PwvtmC9u3M6De46wZ36ar88eYcfCNBvNOP+YHOBU3mDTQ7v5xpcfQSD4yvY9fHHLbk5kdd6fbucr2VE2z07wqZN7eHx6nNvjo7yv+QTHkzqPDt3H3cN3YCR8uHgfd5Sf4LhZ4B/yHdyVHOfRfIJPZPs4Ihf42tgRPnpiFzNpwsejJ/hY4QmaKudTx3fzjbPH8Ko76bv+3QSjd/Owc5b3pdvZm8/x1VOH+eD+7Ti+wz+c3s0nz+wj0zmffHArd+44yI7aNO/f/QT3nDjFXbuO8Lff3sSR8Tkax2so1VG52rbQMMaiiRYlnnmSjSdAdZaLgJ4t1PJLxpiPCiHeyVMkd2dW7dPS2uXrzft+75+IU9tNdHahTSnybcNErQlc5xzH58YgPMGMbtNIUy7r7uXwtgP0DvUS9VbY1ZxmfdSD62kO+SdZU1/BfNBkUi5wWTLK+IJtQ9FbKHL4zBSjPVXaieJoXuOG7kFicg6pGutUN82FJgv1NkNL+hirzRP6HkNdZXa5M6zQFSoyYGd9iht7hojdnD3xLDd5Q8yGk8QiYUm6nP3uGYJ2wHKvl8fVWa71+vCM4MHaGV5fXsJko8XpVp2rKn2cDRfItOIqZ5Bt05P0+yFlKSmNPETj7AaUU+aAM8v1+QC1JGa23ebKrl52z89Q8n3WlqtsPnKGy5b04YQ+extT3DIygtKafacnubarl6DRYPDfXE40UsFx5fl43tNQIN2t/tIlG4Z/9zcAOPH//PZFLflOdf7vBw5csOx/tgMKYWtuXVeilKYY2l5zea7wHYlWinaS2f56WiO1od+NaM3GvPMLdxEtHWD/Y7v4+P/4O15R6OUTC3v5h+m9rG+u4qO3P8i+LeMMTlT44CfuZGGyzgmvyR/ObaTcV+ShyVN89vgubukb4Utf3cgj9+3mWrr57Me/ybGjZ1G9Ie8+uJnUg1OtOu/d8jgrmmXuXjjJe8e3cWN1kD+vbeL2hSOsVGX+4PBD7B/PKAaKb132HgZdzfEDc7zvjge4TvXx8eYe/qqxhVcGQ/ypfJAHCsdZknh87K9vo75pmnRC8z8ffIABP+TI0B6+ctlXyWbfyEfc43xa7OFmNcAnP3QHx544Ro/0eefX78dpKhZ2HOev/vt7Wdtd4p5TJ/jAY5t43dLl/Ll6hE+5u7lhzSh/tHEjd54dJ6+1bQd/LoDVL64/OdBi74+2y8VAzxhqMcYsji661hjzm4vvL85efWay1VsGda6Kaz6OKQQOeaZxPYkxulNG2OnJpwTVMGCgUsZ3HPxCkd6hXhzXYSAokGeKOM3prZQohwHGCLoqBQqBj0Yw6BYoui5l16cniEAIurtKRKFPrqHaXaa7WiRyPfqCiIrv004yqkGALx0K2qXXDZFC0ueElLStP+n1I1ztoGJNlFUgdalEIV2FkMCRVHMfYcAVgl4TUSHA9TxK1SLFKCCXDmXfp+R7lGWBQl4ALSgbH19KUIJSMSQMPDzpUA4DAs8hczxKlRLCcSgHAV1RgOtJenRElxchXUlXIaQahcSnalSvHLrg6osn/f+Ou3OROBvw7Gr3t4DfxlYnzS6+DRw2xrz2mQ64dsV68/d/fCvtNCfPdAdSBfWWLbIOA9fCqHKF7OQjfc9FY3Ac2JifZUWpizVeF04oaczFxM2Y7buOcf3VqzjRWGAybvKGZcvZ/egepOuwZP1Ktu45xuqlAwxUIjbdvYlVN16F6Q7Y1Zzi9ZUlnErqnGk1eFX3CHsf24VXiFh99WoebJ3h8qCbfhHyxK5jXH/1SuuoTEzx6tXL2dmeoUXOLcUhHmmMMRwUWR5Uuf/sCa4s9yJ9w/bSUV6frmei2eZQo8bru0bZ1phEC7jS7eWx9CxrC10MuhH3OCe5ttVPOXPZe2aC11+xkvFokgk5w/qZy9gzN03B87hysJ87J06wYXCAriDiwakzvGXtKtoLMXt2n+TNr76CZKqOk6cMvW0dYW/hHJBg8U4topgF4Et3q79kyYbR3/zvABz7zd96TrUrhHiQTtdAYK8x5lcv2PZ/Ar+DTUd/3Bjzd8/KaU9Dzyb53gO8Rwjxv57NxnuaU6aWpFQiH09qkjw/13MlCByLY3MEUrjMxwnFwKK0BNDKc/558gA3qRGuXjtIXLeDXvYcPMXGzftYtqSPx2bOcHh+lhv6h3ngS/cSFkJ+/IplPL7jMM12wupiyMavPUypu8Lp9RW+PXeSdcVe7ps6ydFWjdcNLOWhL95H73AvvVct4evzx2hXc66YDnns8X30dJU4o1tsPHySNQN9fCM+zqRq89rqCJ+bPsAVUQ9vL67ka6eOEA8p3OEmD3fvZmSih82TC2yrT/CKygDfaJ4g1ZrVPV18aeEIG7IBXjswzBc5hBMIikfh3j2HWTXQw+Z1T3CifIo1c6v46qGDVIKAkZ4yXzxziJpJuK5/gNsO7KO/XGBm5yT3PryXDTeuZGRpmXRsmqDLtiRZpPO9+56caoPnr3I7U8LrxpjvcDCFEFXsLN0bgQTYJoT4ojFm/PnzyfMLtQxhsfyL1ca/1pkk/bR0+aorzd/+2a0EjiSLNUlnsEu54OMFDlmiyDKrko0As9iBERt8P5s1GO4u4QsDmYvWti3u9Mw8lWJIJgWxzgkQpLUmQeAhuiPqMy1KYYAQMHd2mp7hPoQnmTIxgyZgTuUEkUNJeyS1Bk7goAsBDZHRJQPS1DA/s8Dwki6kENQaMaWqT5xphAtew9AINKFw8LVgzqQMBBFxknPGn2FJ1odwoGFyvFyiHIXShq4wYC5JkbGmJww5TI0lpoxQhlY7pbdcoEWMChIK7QpKKQRQDgJmRMJIuUSeac7mba4Z6aLdypkYm2dpGCF0zOiPXEnQW4QLJN75f+e5zpfO1mB0yYYlv24tqCO/+5vPKvmEEDcAn8FOmFRYMPHmzra3Aj/dSbcihPgAcK8x5kvPykxPoecTZL4VeA3wX4CfAr7+7LvbCTyuK8m0QgPF0KMd5zTaGQZotTPb+EdDminiPCfNFSrT9JuIb3/4G7znP7+LVqON7oRoClHERz/6dTY9tIu8lfKhLz/AWDPmiaDBH41txHR5PPjtrXzmo19n5eVL+fxt9/HNrz5Gd0vwwd/6Gw5/ewv1yRbv/8xdnG3GPJBP86enH6UgXT53ah/vO7aZ0eFu/vTkY3xyYh9pMedPer7GzsoJ5g9M8qF33UZ8aoF7j57gL7Y+SpcM+czDT/Cph7exNOvnf+19jK+eOkJiNH+wsJGtjWlOVMZ5x+AXUWGbrXtP8r7bH2RZWuZ/e9v4m3AH3ZUSf7T3Ue45e5aFzOdXs4fY5y2wb2KGP/rGfUTa5fZbH+a97/xn1nd1s2vkdzi9/P0s7+vGK3gs/fHr8HtKF4RTBJhOmL8zIuE77s7zdzhybBr1B7HTJm/rlFLC0w9+7npeR72Ank/1mjHG/N8d7v6v2FjfM5JFMtuLEUYOSWyfZNcX4IAymlLJB9Op8ZDYqjMkcWy7da66ag1e4FKtRrTaNkPiFnyuvGolK5YPUYkKXLlyhMHeCt0+3FQcotvxWbFmlHKlQK4NV6xfTqEQUukuse6VVzG8eik91SJXrBqhVIxYWwhYMAmBcbi82EOvW0AKh1eWhlgSlhlwimxIlrE87aW7z2Pd1avo7q2wNnNItSJNNVeNDtFKUgqex3Xdg6wtd9Ht+lzn9TNoCvSkgqvaSymmEauHewCIXJdXmEHb6Fwprqn0s6bUzaCMuNkdZMQUyYs5140OUY0CVq4eISyEqExTnL2BUPfYLvZG0xpfoFTow3HkOTTLd9yMJ93JJzHec00a3w3sMlY17hVCTANDwGmefvDzY8/GF0/LK89D7T6CHWn551iAwVZjzLXPtP/lK6807//jz5IozUB3hNaGXBuSVNFOFb6xE4DiJEMrGxKIApcss6EX1UlI5lnMPbd+i1e+7RZaGnZvPcAb3nwjJ/MmB2Zn+LE1l7FtzzGkELzqhuWolR+hPXY9jebVfKuykzcsrKM5r9k4PsZbh1dxaqHGdKvJm9es4Y65o3Q7Aa8qDvONb21h7dollJZV+Gp+jB/3VjMz3uDE9DQ/fN16tncdokaDV85ezdcK+1ghurmiPcjn9UHe7C+j2nS4e/thfvDqtUz3z3CsMMZbazfy8P4TGOCW1cu5zd3LOt3LikaVb586yhuWLKNOziOtcf5tZSXTR8Y5fXKSH3jzjXz7xDG6CiGvXD7KbeFuNphRhppl7jh9hB8ZXcls2OJB9xS/P/pqgv4SxSVdeMH5/ivfMZGo43H40tkajCzZsPy/WLV78H8+p9r9Q8A3xvyJEGIYW0J5pTFGCSEqwGZsqtVgQcevNsbMPyszPYWej9r9Q+CHsBLvNBbV8swkbNuLatE/b8sZiEKXwBUEvmPbhbmy00YNklRhOt0N7DhUh6mxWQ5u3cfUqQkWZhc4cuAk7WbMwdo0u2cncT3Jjn0n2Xd0DEUTOfQghcH9jOkaOwonOevNc3C2xu7aJNrR7JmYYNuZMfJc8Xh9nN3tGRaabQ4eOsXsdI0Zp802M8mUaDFRm+eJ42doJDH7C8fZWz1CrjRbopPs9s7SdFIeNWMcUHOcmpxn7+lxGu2YA94pthcP0cxj9o5NsOv0WZSTs1GeYTuTzLRbbJuY4GhtnlOqzqbWOHMqYc/uY2zfdgChcrZNjLN57CwtmXGvOMY2dYZT8zUenDzD2bTJHjHNt/UJZr2U6opuO5PuwgLxxULyc6CCpwiX70j2PiP9LXCDEOJh4DZsHc/PCyF+3hizAPwF8CjwEPCXL5Tx4HnW7QohBoAlwCFjTP3Z9r1i1VXmA//vZ4lTRaXogwYjDCq3bTNCzyXPNErZMVlplhMGLloZskyd61RlBKg4pVAOka4gjlNqaUxXISIMPAIpieOMtsqYJmFpKGnMKFr1hMJomSQ3pKmi7Hi0ZE7FD3CRnK4tMFgtIwzMxm163RAtNZk2KAeyIKdHhtCCaZnQ4/koFJMyYUQUaLUVyjFErkuykNNup/SUAmJpm5oXCxC5J8nay2mkhukwZtgpI5SmmWSUHBctDMbYYvq6k+E1oILLVDFjSIcAzKcpPT0hJSdGihb1du+5oHFBp6x9w2VES6vnc7rnVOz5AMuFXq4n3a3B8JINK37ZSr4Df/bsku+7Qc8p+YQQ/wXL4X8CbBVC/MfnOqLjCioFj0Y7RboC17NjRl1PojC4nrR2nCeIQs/aLI5dl64gilxC30H6LkoZW8egcv5+02a+eeAQeapRGoLA5ZFkgneNb+NII+Ouz9zFZ/7i45S0z3vmtvOZ9gEaeca7923hzjPH2HN2ik9sfYKD41M8ePIEf79tCy0ybt29l799fBMV1+edxQf5SLCVWSflHZOb+cbcSbYyzV+IxzjiLPDt2ZP8xcHHMbnmi4/v4ItbdqKk4F3bN/HNU0cZ7TnFG97yx6xccxePl87y7vLjTDh1vnjiEO8+sBWtNH+7fwcfPrQTxxP8rtnIlwvH2OMu8IfNTTyqJ3nk+Cnefe+jTE+0WLnuA1z1qv9OryP4040b+fttT9DfW8XtiaxUExY6tSjQtNHW7+hoErtmBYwAhLLLxUDPx+H4v4GrjTGtTuznEawL/rQk6Iz2FHYcghGWeVzHwqlc16HZSFFaE6eKUmdCUaYUeUc9W3CCsuNQhW05W/J83nb5WkbLFdppZltDGLg26EVXNSuiCuFbb2bVVavRAn6svJJAOIwUivzQ8EouL/dQdX3euGoF64b6GI4TIs+lID1es2wZ9SzBkZKfya9mUJSIMo+3V1ZyfdRP1fOpqZilSZlKt89AGNEdhrx23UpyrSlHPj+yag39QcR8PeLEoZ9keuKVXJeXaMcZfa2QW3pGWBKWqYQBbxlaRsFzKRmPf2/WcCXd9BDyI84ybvB6YcRWEi2rlhg//BbqlatRMfzEkhX0FTwG3rAcWbDBeyEAac2VC9NpF/ZoPkfmeXu63xV6PjbfpDGmBWCMaQJzz/UBRwr8wEq0PLezJ6QjCQMPg5VYjUTZKYzKWOBjp4WEwaJgpJS4rovsTHTMM8PNo0uZOjvHNx7YTjPOuOuOx9h97z5eGy3hb8Z2cHTAYegHLuOvCo/RWwhwGvCBJ7axoWuQrcUJPhnt5XUrV2C0pDsscOOyUf6uvZtml2FJT5UP7NvG8lov87LFPw0/zlt6l3L4a5u470Pf5EdZy+1b93H41AxXVft4p/8QyVIgd/jEVzeyTJSpzbb4xP17OXzgJ7h94zw7dp7hx7icT0X7OV5a4LqRbv5x9E4GR+0I+3eMb+O1eoSTx+f50t4D/FSwhs8mR/mme5prhwf4h767ua9RYu/JW3hn/92MrC7y+lvWQeCdKxiyjcE7YZUL1zt0XuZZ+tcm+TIhxEPYBoHXAwgh/hc8PbpFa4MwdjyT59qMRhLbrkuutI9dpjTd5eDcQOfF+JTfaa3mSMvAzSRF5QZncVsOjUZCvdnGd12ajTYqU6S5Zt4kJFKRCc2MiGnojFwbFpKEJNXMRymzIkYgCD078aidKSbyFgt5Sq8JmI5bJEpRM22mZB0jDHNTNeozC3iOZLbVpq9YoKEypmSTxMso4lJbaKGUYrreYrbZZqaeMddsn0vunxENRp0StazFTFijLWOm24azeZN6klGLYyaaTebqCWf8Bk0T4PmCqbBG3W0xs9BibGiByhVlutYNn5sm2QEy25TaeUDfk+nC9y8yyfd8Qi2/j83YzAPvxeL6agDGmE89df8rVl9lPvq/brOTsnM7Gxfs2IBcGZIsJwo8VKZJ09xKQumgMbidblYYq4a1MeSZRiKIc4UrJV6nh7MyhjRX54bGOEIwk7SYbLS4pn+AY3uPExQCqkO97MvmWBVWcI1gX+kkN6hVNFs5J2drrB8aYGZqnixJGVjSz/HmPAXXY7RQZO/pCZb1deNFDtuY5Nq8nxzNycYC6yq9TE3WSDLF8iV97J2cwjMOI11ldjLNtX4vqqk5emqSV6xbysm0wawbc53pY8fsNOXAY9Qrszc8zWBSoTsrsNlMs153UyxKDlLjpqyP0/UGC2nCtf09rHnraqJlFc7x2rMVa3SYbjHT4Ul3azi4ZMOan7UOx+73/CtwOIDXY+M4NwP/GfgpY8ynno7xwEq+Zsu2dpBCoJS2tpsrcD07iTHNFdITdHeHIO0o0DzXnZZihkwpFHY6+aLnGwUOvmcdE6OtZ1wMfRACx5Vo4I6jh/ncwT3EWcbt//BF7vqnb7JAwicn9/LN2eOcqI5x18gmdgZH2Xj4BF/Ytpta3Obb33iUf/6nu8FoPrZvB3ecOMx0vckXHtvJpsMn2CzG+ajZzZZsgi8fP8THj+1mIU/4xre28vU7NxHnGf+0azePnT3NGa/Bx9N93NU6xa7Dp/nmw7s4MTHLl9wj/G+5nbm8zefmD/Hp6QPkhYxblzzGgwMH2OfU+Lg+yDY5zdfMCd7t7OKgmefW8SP83dh+yssr+CNFNAYjDOacI2Gsk9F5rRchVYvhF86HW4T5VwKpuoB8Y8x9QohfMcZ8tuP9PiNJKXB8h3aqmFtI8ITAdRzCyCUIHTKsTYeAgvQ6s8ZShBQobVWI0rYARrpQb2d4nkPouSRJjivtrDZtbDsN6QgcT5KqnH+zei0LSUKhGPCjv/aT+KFPtxvxn/rXscyv0NP2+aHTijXNJSxdqhjtqlANIn7gbTeTJCkCh59evp6BcoHesMiPveJqlg10Qyz4Zf9qNoSDXD7UzXW9gzi5y1vffANKaQLf4+dvuIaesECXE/Cf/HWsl93I1YZyIWTZSB//Xhd4rRml6Ib8wtA6POnQI0v83NRr6G9XKIuIX3Qu43qnl4UkpzcrsEJU+Jmlq8lC6B2pIjwHlVtNYPsxiydJwAtDLtYB+U66WBgPnp/kc4UQ/xM4KIS4HnjOUdWF0CcMPUplH9kpEo/jnIWFFJXamoJ2ominOcLY0aiqE+dTStsBz66DQFAKfZzOFU1zZQuUOiMTlLKjQx0jiHyX7qDA2t5elIE1V61kaNkQUkpuKA/x+O5jfOibj7G6tpQvffwuHv/WVgarZf5s30YOyCa63eb9v/Ee5Ng82+cm+dMDGxnsqfL1fQe5dctObkwH+NTf3M7O+3axpFjinScf41SQMhsY/njLQ0jhsu3gaT5wxyPc4g/ymWAfHy/vZe3qYf7kwGNsm5pgICvwO5OPUjMZk2mbXz/4AP0LPdylxvhTfzPXy34+MrufbzRO8Cp/iN9KNrMzmOf63j6S2TYYkJ3BhotcZvO65+t0bfmWfW+xd8GTdLLmPEjqZabnI/l+Bfh3wLuBX8D26H1GypUmzTRSSEoFF1Gw9p5Str4vS+3Y+ygKiNt23Ht3OUSlxo609xykkOSZto10hL2IudJ0lSKSVo7CIMEiYwwkSW5LNaXElQ55bgENjutgcoUR0FMu0kwyKlFA30AX1e4yBd+n34+oeD6OL+ka6Gawr0oSaQaSAgXfozsK8aStvqv2VKh2FfGlw4BXoCQ9fCR9QQGpBdViSF+5iNFQFQFG24bnPV5A2fFxlKDfCSl7PkhDnxviIulzIvpNSCX0GQgiKq5PNfAZaEX0OCEqsQ9ku24nOKk4R2iDVwnxiz6uK5/k4XbYkvMWX4cMyIvE04XnmeF4IbR2xZXmQ+/4PIXQJVeaOMvtsGMp0dhuS8JAENowSxhIZmttir5ni2GMnQy+2FZX5dp2OfWskG43M0LftZVxAjzfIc8UgW+ZFmnn4xphCByn05zSjpNPMkW9mVAtBczNzHNo/ylued1VHNh3inaccO21a3iofoYBr8AVQRcPf/0R1m1YR1gtsm3XMW64ahWn5xtMNha4dskoY6cnabQTLluzhD3HztDbVWbZUA+PHz/JtUuH8QQ8cfA0r75yFROTNcYmZnnF1avYUzyGh2TF3DIeycZYF3SzJHCZG7mH/pnX0Zjx2HHwNG+8fi2HZmaZTWJ+9udfjT9YtDacstVCuhNk9gLvO2rW4MlgUk86W6P+JRuu+AnrcDzxoZff4Xjxx18Zg+85zNdTCpGH77rMLcRUiz5GWPcrTzUag+dKkkyjgVQrtAbfcVDaxgbzjrOiDAhtMEKfm9gtZWdGmxRI36KjHWGs7WjsAFBPStLUetxG2HGsXuCigd07jrD50b2svmIpWzbtZ3ZmgfVXruJL04dZHVbpMzkP3f4AaZJRuWw5G7fsZ2iwiwNzszxxfIzrlg3z6OO24u6yNaM8sHU/a5YNEhQ87tl/xM7VTQz37zjMssEetu84zIEjY2y4ciUP923FNy4j9SXcOnOYV0fD/PRARm3l1wh0F1se7uP+rQe4atUwd504waH5Gv++eSOuLiKkwPFswyVHiE4P7CcjRs/be6bDgBdEnC8SlQsvgeS7bMWV5gN/dtu5DkxJZkfGlyIXrQ1KQhbn6Ezj+hLPcUiSnFTlFEIPk4NSBt93SNLFEQKGKLLSTmeQZwrPc3E8G2ZZnDub5x2m86Tta4JlRq00SNstC2PItWZhIaax0KR/sJs8SciVptpVZLzdwhe2W+jCyRmqA13MtzN0llLqKaEyTaOdUHbtVE3Pk7ajlNGUQo/QkcxkGaVCgDSCWq1Jf18JJ4eFegs38HCrCgeBn4WcbDUZ9EIix8HrPUUlWU2jpTgzOc9wfwWV5dTTmGsvH8HpCfCWV6j2lToBZXvNF3syL97Jc6xnFkel2iEwhb4lG9b9qIXRb/3Yc8PoX2p60Ru1aWOIkxwhBFmukELSjDPiTDG9EGMQSM/BC+xE8dxosjQnjzWtVk47z2kmWafPnH2qHWkHCEopSdLMQoaw/Z51B5QKVrK50uIEDcZ6hAIc32ZaslzRSDLqrQzHc1iypBfpCNwwoFAu0EoV/UHEvckZfm92I+HSHm7buZfbdu2iu7fKuw5u5o7po7iZ4hMf+Aonjoxx5vg4H/+bL5LWWzz65Qf42998P72+z9/O7uD9czsoVUJ+78RG/nn+CPM6568f3Mj+owtsGpvlN3c+SNFxuP3EYf5420aC5iqMcMERDI9UeeeH7+Dh7YcYqhTJspzycJlydxHdGcW+iGRZHDuxGCRdFG72/QsU8r/CUMsLpsCTqFyR5PanFwMXAXSVA/JM2UEnpYBmnOE5DtrXYBQmN7ihg19yUNrguQ66M28iza0UdFyJUSDczkxtA6Lj/OXKtod1HQnajlX1AtcOgS74liEdQRSKc/6iKwxtlRM6TmdOmuYyr4uWySm5LtcuHWK+nRD6Djf1DrO0WKI7KnPldasYWNJLVynk8mtWMTLSg752DUob/NDnJjVknaRiyCvLQ6x0KlTciOtGhuzoLJPxiq5BuvyQK3v6KTgecaYwUhLnmp7ugFdcu5K1KwbtAx0nyILbGQ9rr/Pz01lP3utiYTx4iYbAONJBGQss0AiS3DJSmhuyTON51u4qRj7SFRhppaTSoBINuUAZC1EyBqQj8X0PgQUmSMc6MLIz8XsRMm60hWmBIVf258VJTrOdE2cKIQV0JgNl2lCPc5JMUy74pMpmTPLccHWhn58OV3PnR+6gt6W5Iizy1Q/dzpsrw4QLggeeOMQP/firORYkPBrP8qYffw1fHj9ObVmVt/ziD/GPe/awTnZzVdTHJ47v5W1dKwkdl3vnTvGj117J7mSWCd3iP62+mm89vIdC0/DWwaV87Z8foFarM5+2+cf7tvMjb72eK9cMI41hdmbhXJRELvbj60RRFtnrfLLyPMPlSUqeq3M7XEy53Zdk5OnilO0ktVJOGItk1koT+g6FwOnMqLWeaLHo4/suxhjyXNNsJKSxTa+ZC47rOoJSwbMzPDoTK0WnB4w2hkxry8xYhq0txPhS4nUaEyWZPtc+1nMlhcDFDxzaSY7peNeOI2i1M2rTNfZv2sPEsTPUzk5xcPM+xk5NcWJsmj1Hxmi2U/bWptldm0IZxc7aJIfqs4zV6uyZnuTE/AKn4gW2z09Q1wn752fYNjdOrHK2z0/wxNwESZ6z9/AZTo7PMDY+y66tBzl0aIxDZ2fYdug0k/NN8CSFgSLLrxrFLYXnVO3i9CEM56YMXWi/d1qC28bjnQHTAuu4Cf38ZOZLTS++w7HySvOxd36BRjtDa03g2Qo0C6+y455C30UbQxA4LDRTSqFHHGfMz8UYZeeVaWPwPAfHO4928aSN7LfiDKVsLtiREuHYblhaaYIOBtCRgkYjIQxdayM64EcunusQpzaYXQhc5uoJUeDiSuuwpLltfhK4Du16i3K1iBaGuVqDWpJTKQWEroPjOKRKoZSiMdek1FsicgTT0016hytEjlX3M802vYWIJM+IlSLyPDQQxxnN6QWqfV24vqTWjOnzfZIsxwscunpLTNQadBdDPK1Ydt0IXSvPD/6zd49z3uzTpXm11qRxSlgI8aW7tdi9ZMM1b/4NAB79/MXdLuNfREII0lyR5RrHcWjFtm43VwZXSgsOVTaP205yfNfpTFb0KJb8TuDY4Dg2TJIlmixTGG0lkzYGKSV+h/HopJmEkOSZodW2DkmWacLQw/Vc4kyTphqTgyslge90gKuSMLD9jBeaGZky58ZpAQTFiLl6bNE3wuOz92zizsf3YoxEICh4Hkf3nubWz9zL+IkZ7v76Nm79xN04mcFzXdJMU3R84lihEnCVgysdAumy55G9fPq9X6K90ODLW/bw93c/RrGrwMf/9ivc+rG7qccp7/7MvXzzsf0s1BNUZrM5dsCzBfKdz2p0YPOmw4wdtIvKFa7/5Bjg83U4hBCBEOI2IcQmIcRjnZ7cF25/nxDiwQuGPfsvlFdeAofDwuBdR+BIKIYucZKjlMHzJFmmiQK3I80MrVjRTjMqBZ9qV4TWEDczjDZIx3blNLlVI67TgWp5DijO2TLCsWEd7dn9JTZ/7ATOuQY6jmsHT2utCQseyE4e2rGt3LorIUprWu2MPNe2xVumLA7Rd/Fdh7fcsI6ecgGjDFrY6ZrLVw7xyletZ/XKIQqhz+iSPqrVInFqg+u5UmSpwhGCLFFMT9YRUrHu6lV4rsPgaB+vK3qsHurD8R3e/lOvpVQOGeqv8G/feA1rV/TT01tk5vgMaa1FsexTXjf0tOipC0kASTvB871zDxOdeOnzpJ8BZo0xPyWE6MdC6tZesP1a4A2Lkyf/JfSiM5+UAs8TRLgYbQhcB4EhkzZfG4YemTZEjsRxBbmxbXNdz2GmnqAkBEWPPLaqUXXawcrONfN9BykhM9oiXLAhGMcRhJFVz3msEK4ky3K0UgS+zZgIY0eOZpkGKTDCkBtDuRyQZba6rlT07ESgVJFpQ6VoJUeWa9YvG0YImG+lVEsByhiq3WVufs2VBJ5D/3APS1cMkmtzTvcZgy0TAOYbDWqNOkHZpsxe/bZX4BdcLq8OsHZZP67rcN2rrqBQ9JBC8NqbLuOBHYf5+pb9/PwbroOJJjRi3MghXNqL7BRgmSfF/HjS9KGkHRNEdjikMAahnjfzneD82Is2UBJCCHPeTlsKfF0IUcaWXX76hfLKiy/5hLXRtLYMkmbaQp6UJtcav1PTsdBKrDdsoFTwmG+mpLmmvxriCEG9FhM3bXG5AHRH2rRVhnQEvu/idK54liv8wEc4kKcK6UuIFUrZ9JyUArSwE7q1QBtNZjStRkJPJcDv4AhlJNDKYDqwQiE5hww2BvxOiWJR+9bmlBJjFO1U2wcrcIlCl0Zsz7tc8PGNQSWaOM6o1WpUR4rU6glJyyVThsi3GR2trIfvew6ZMvi+oFgKqDXbzCy0qFYisvEWWqec/ezjFK5dTvcNywkGSyBs++Hz5rvVu1Gp8B31vM831GKMuc/eTnEV8BHgPYuM15k+fhu2gs0D7hdC7DDG7HghrPLiM5+BDoYA0RlG4rk2btdOcgLPodXKQAhbr6s0CKs2A78zgVEbStUAnRvSNAFtsx6OsFdRSoHONQoLJpBC4nZmjy029VDSUCz6aG2IWxkCCCJb9yCNQGcKHwEK4kRhjCHNDF7HUwdD4LmkHZxhmtmxVVFgO1jlnc76QljDWetFcKu0DGXsuQkpcTxBc7ZJoxETCY92UqcoelHYWGSmDYXAtdJKWOkuhC26/6Ufvdk+eO0M1RXhBC7hutXMzbVZ+OyjLP/ZW4iGquc83UV4vRDgOA5PgjIbLpR8z1U0TgfN9JPAfzfG3HPBppgnD3u+G7gaeHmZL8s1k7NtygWrrhKVo1P7g0PfSgdP2YvSaOcdhKMgDGy6qtHOOyEUIJAUjUfeQXUYbVNjQtgc8GJKKc9y2m2BcKyE9Do3z3Wt0+J1nJdWPcOPXHzfIfJdEIZmMyXT2tYVd0AKeYcLXAeSNO/EGu20oEJo53vYbIo8F/RdlJCea+0833MBQyHy0cow0FeiXuvBaUnW9K/E830ybWi1cxxHkDlWQyhtaMU5jtcZmpPmeEKQCHBLHlkrp+04jN68kpk7F+yD2bF9HdcB02kEbjRZmiIdF8+/oKj8PPM966RxIcTPYBsB3WiMSZ6y+VXAO4QQP4B93F+NbRj/gujFH/YM9Jb9cxc/TnKUtoHcCyurLGJF4QcuzThHCEXou+dsldpCQnfFxy94LMzGneS5DYFobchSmxt2Ov2eMbY2WErBYolDmlr8nx/aocxnT88TxS5JJ77XSnNyrejtCi0Tp/qcA5JmhkLoEgXWRhRCIiWkWW7BDB23cn4hJYpchIFqwSfNFG4nU6KUQXTAr+VqxBXrl5KldvqSG0kKRZ9cW9XrSGERPJ5jHSEpcbU5h+52XQeVKvzIY2CkTDIbI6plkrM1/IFSB+dnf7fofMY+rNl55jMvKMPxQ8BK4K4L4Pp3YztW3CmE2IztWhADnzPG7H2hvPKSTBpvtHNkrPAcGztrxRl0Mh6hb5/MZjujEPkYY/AcK0GS1E6ixGDtJdel4DuIbkFNt2k1M6TvYJQhTjNEbGN3WtuYn+dJq8aNRbvkqbFTvXOD6zkEvkttrk25HGCMh+cIpHTIM4Pvu6SZZbrId/GkPgdYlUjaSXauHgXsjBE7Wt4CZaUjMdpmXZQytNs5xYJHlikqRY9cafxQEhQcMm2Z3BGCTNkgfJpa2JcfSppxTmjA8R3wHHJtcA24QpIkGW4zZXayRqU7wi/6NnAuOhkeY7tBSCEJCqENvXQYTsDzdjiMMT/3HNt/51/KI4v0kjBfueDSbGeAxJEWZaKUpp4ptLFqL+gY2nGaUy2H1OqJRbDoTpYjzmnHGVnRpxi5hCWXJMtRyrYes9N4DI4Gx5M2yKxtND/LclRuES15ptHKIFwbPyxVAqrVCDq54SzXJFlOnGVW6mWKdpxRDD1cx0oeZayd2UpytMZ2YujUDduWDJI8V8TGmgQIYfPNxiCNZnyiQVdXZJE5maKZqHMjITzHnmMUujb9ZyDyHVzHho9zrSE3aK1wApcASasZE5V8it0FwjUD9sIbc+67F1tmLNJ5P8Qg1MWT3H1JgAXtVOF7VvcFvkMQOMw3UxxHkmmD6BjxvV0BCy2LvwsDhzzXKK0pRC5SWC/WGAuvLxQ9XEfSXIip1xNc18Uoq1o9KTsFR64tpcwMXidYrY0h8F0cV1Cu2mE0QeiSGYNWynZTEC4GQ7OdobWhqxgQBQ5Jpsi1tp3ejTmXkss6NShZZmgnit6qa4PprmO91Y4Ech1hz1NIUqXwlEQphSeMTfkZayZkuS2gWpwW6TmCLLbv+Z5EdlArzbkmAkOhFFLoL9A8XqOUZLhF/1w+d1FDikUHRD65Qe7FklqDl4D5lNIYYdVYlmkbk9M2wLzYon+unhCFrkW1eJJcGwLfoRC4tDsSL3BtlVs7zlBKUgw9tISw7CMdwexsm6AzxTJPNdoxOK4m69hkwsPCqaS0vf+MIYw6NqULKlMIYTCOsLHAwKWIRxTYEE47yQFhwznCpvrczo30Q5d2qnB9gUzOOxqtJCfXmrSDR4xTi7AGawa02pk1MQS4UjBTi4kim6tuJzmeIxFI6i1FFLioLMeXFo2jc4XJNclsTD4fo5OcdG6B5FSIe8WQbbjpOkixOPb0aW6Oef5q97tBL3p6LUlTVKKIU0WujY2BeQ6VYkAhtLVHNg5oJU2c5rTjnHrLSp3Atww1OdcCY1voCgRzjbTjBTr09BUZHCwiHPtkG20Ly8EQRJ4FomY5eW6L1YtlnyB0rFpzoBGn5NqGagLfBSlotXILTsjt7JBWnCPFoveqiWNFnOTMNxLiznAb33XoLtmWtJ7jkGQ2pei5Dmmm8RwHo0ArjSccG+LpFEfpXBN4DvV6gu9I8lRjNDSbGaFnH8TIdRHK4PnueZu56FPsK9Gzphdm68xsOkk23cTtADUsPZXzLkA5K33RqN6XBNVy6Ogpm0d1HPzA5nVBkGQaow1xogh9O5sjzwy+45Akitn5hGYzI0s1pSiwJYJIWrFCGkGaGabnYkDQ1VWk2hV10LoOAkkcW4+5XA7xfdvzRRltAQDC4AQCLcy5UQ3NJLcBXdelUPBszE1BrZkS+K5lHiOQnZik73oUw4Ast3CvqRlbUZZlGmWg4LtgbAjGlRKtDO1YkSSaJFG2+D22jSVBdFKNPnlm43xJoklTA0hyY5HX0ndRGlzPRaeasBAweN0IwUCJ4X+7gdLlo0z+46Nk000E8lz7DK0MmCdXry1mOC4W6feiM18UhMzWZjh67BjTM03q9RTPkUSepKdkGc51BBhFnNrIvzCGcujQVwkJPIcosCoujnNcR1IKXVSuCS7oaJBrTbUrYmCoiDI5WZLhaGFDGcYQFT0c3yWIXFxX4AcOXic040jrIBQCj2bToqZVrsFYJqgWPRxhcX95rllsR9FqpzRaKaHnIhFUSz6NZoI0UHAlBd8ldG1tbcHvlAekuR1Tn+Q0mimBI2k0U1qt3HrTmWJ6roVWBlfAQDXAcyXKQCOxMc92nJMbQ3GgRHGwiPQc8jinXU9Qvou4ajnt8fnzheLGgmrPNw66gNm0tstFQC+6zXf45L7pP/nAL5x4sY97if5/03IMiPziYDx4aarX+l/sY16iF4eq0bC5WKQevEShlkt08dL3tOS7RBcxmQ7q4yKhF93h+F4hIcRvd/6/TQjxy8+y3yeFEG+74PVPPfd8upeRLiKH4xLzPTP9NoAx5s6nQo2ejoQQsgMt+tRLfmb/UjIG8twuFwF9z6pdIcR64B+wo5tS4H7gtVjw4yDw98aYDwoh3ogFRWbYgNhPAb8O9Agh3gdsB64wxvyeEOKvsfAhH7jfGPM/Fr/PGKOFED8E/Bxw2XfjN75gMlxSu98l+nfAPcaYNwB/iS15rQBvwTa6/B+duXKXAT9jjHk9sBd4kzHm97H1C7+xeLBOgUzLGPNq7Diw//zULzTG5FxU3VCeSuaiUrvfs5IPeB/w20KIz2MxZ48CGzvo26YQYjd2tsgM8OdCiDq2KObZxjhVhBAf7hzvOfsUXnRkuGhULnxvM98vALcbY7YKIf4D8DHgYWGRkQVgPXAIO8hwKXbQ3R3PcrwfBrqMMb8ohFiOHYT4r4uMwaiLpF0B39vM9yDw90KIDCulfh/4UewMsR7gHcaYeSHEZ4Et2NFem4Bfw0LCj3RsvEWE7qPAHwohNgLbgG8LIX79u/h7Xhy6iGy+F71jwcVKQoifp+M4vNzn8nJR1ekzN0d2dvO3mp9+rsF/HvAJbK2uAn7RGLP/gu2/Bfws1sb9ixc6axe+tx2OS/RUWgwyPz/p93PATGew9+8B71ncIIRYi51EeiN2Hu9fXyQdCy5OMsZ88uU+h5ebDLwQm+9NwIc66w8Bn7tg2w8Ad3S8+5oQYj9wFdYced70fcN8lwjqZvauu7PP9XVehs9Rt3tumrgxxgghjBBCdqIF37VJ45foe4SMMW977r3O0blp4p0IgbmgL8sslgEXqQeYeqHnc8nmu0TPRPcAP9FZfytW9S7SvcC/7aQU+4EVwJ4X+gWXJN8leib6FPDpjmpuAj8rhPhDzheNfxHbSCgD/uu/pFvV902o5RJdfHRJ7V6il40uMd8letnoEvNdopeNLjHfJXrZ6BLzXaKXjS4x3yV62egS812il40uMd8letno/wP6M7XDWv+1jQAAAABJRU5ErkJggg==\n", 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bT5ikJIkiSjJm6hEF36a3PaCnzcdybTzHplENCTybszNNSv0FFl83SMeCCradq7LcrZ+ND+k5uTNrUD+PkcS5VxpBqn5EJJLOlbXrWDi2RZJmJEqThimFwKGrUgQt8BxBGGU4+R2ZZUYFWJZhIJGnHmzbmhPbSkBQtLAdQTNMUWgGuyqs7O+hUgpYIttz9Sa5ptSLrSSOLVnX28v8chuecFjZ2UV/uYzl2lgCdKZpJBFl16G94NPeWWKm2SJVHo5tUfBsbMei5Dn0VQJaccapiSZHT8/w5I6zOJZg1aJOlg9WcGyLnvYi/dcUiZOM4bEa+09Mc3x31TgcmUII45E2WzG2ZbF8sEL76j48KbCEoFBwadZDZtKM61+zlGKnjxCz6RcjhjT6OaosP/P5a/P5uXSRfk5W5VIB2y46I1mWYGa6iec51JsRnZWAODPRaq0UQmsazZj23gKWBCk0iVI4ufEo8+RYmpk0hlaaTGiiRGF7khO7D3N8zzF+4udezROlgzhlizcFq3l050EW93Xx+r5FfGX3bm5evIiwGfPAroO8adUy9qSTbI5G+OWVa9mw/TCjRZ/Vi/p55Ok9LFs2iFWweHD/QV69eBEdxQCEJkkTcC20UkgpacUpgSVZ2BWwqKfA6EzIgRNTbD8wypGTUyzsL7Owv41WnNFZcpnXVWKguwRac3KsxrEzNWbqEXGcUfRtCp7D/J4ijmVydWmaorRmOkq44hVD+GXXGPqYEII8363PPUKBQAqNms0f5jKKPJ2jEc+JbP/IqDatjKFnW4IsEyRJRpykBEWXVGksYewnJ3d9ldKcn+C1LTknjnX+meNYxEqhdMbWx3ZwdNsBbvjJl7O58yiutlinF7Dz+GlsS+IWHLaOnGFhWxtxI2b78GlesnCQrckoh+JpfrpzCbsPDtNeLrByYS879x6nXCkgKw5bzpxlWUcnnX6QR6khTBNsadFqRZR8hzQzUjTNNAMVn3lXzmPVgg72HJ9kx8Fx9h6bYqC7SE+7T5KBLeHMeJ3RyYYx4hH0dhRY3N/Gwt4SlaKLzI83ilLGphvUhcAtOEjrnMT5DgmUM9G5HPVzk8Xief/h0qo2ca6M6+LQsgWr9T/80efwPJskyWjFCZ3tAbHS1MOENNZkKqOn3WfWCkzTDNuysCxjIzm2RRRnJgItIVaKYslBK00cxtSqTWJfUvSNRzhTjegIfFKtydD4tkVop4gUZKiJmjGO76BsSev0FB19HWg09Siht6OIJaAx0wTfI9MKlUF32edkq0G344OWnE3qDHklXNshcG2EgDgxRnGUmnzeyFSLTXtHmKiGCGkSxAJwbYuuNp9ywWVRX4neSkDgWri2nJPCzWbMmak6tm/jdRWQlmD9zQspdRkMnswRBuei2eK7x4+YZZ5ziAilFZ7lbOlY1b3+DZ95GwBfvvFftnwPGMn3RZdEzlWbIW3Cx5aSSskHBK4riaoRKtMIYRKmAo20RR4HUWQJSFuaeI4tSNKUFI0bmAQwGqRtU3UUn9iymZ9cvAwRKx7Ye4jfesX1PHzqOAcmx/mrl7+Kd8onKLsuf9C6hltvf5Sr1i5iQdHl6x/9Gq/7lZ+k2lXiib1H+M3X3MAjn/kGZ4+d5vfe/we855ENDFbaeMO65fz98c28sWchHTLgy2f28VsL17FAttFZCrCFsWkQAkuAJQQLuov03LCQ/cPTnJ1qopRmXneRnopPwbUp+TaebRRNmhr/SkqoN2Mmqw0aSYrvOyQzIb3dBZ6+6wDLr+yjZ0EbpYGSObn6XJZ/NiD5fAPbvDdrM51DCWgtiH9kVBtQKngGEoFAKSPe40wRxilJkgGacsGhreCRKU0iTEDSznNz5CkSY7crHNum1ogpBw5Kayp2wE0LF7Gutw8yhdKa+R1tXJfOY3GlQppq3iqW4wsbP/B42XWrGJzXTclzWP+6l7J03WIiy+Ss+tvLXPWqa1l6xTLCWPGyBUMMdpYZLJZ4Y/dC1ha6KFouN3ctoFcWKQUOCE21FeFYFkXt4NqWwSEJo5qvXNLJ1bKbNFN4tkRpo6YtYaSKUgqlFWGsmKiF1MOYMEmxLUmSpPSXS4xPthgabMMtOhx/+gRD18+nPHiuqclsmATOZffFd/ydff8cw6XqR6SKRGtNkqRgCWrNiDTNyBJzdyxZWGHF0k4G+8vYrkWWY2+snOmsPC2CMHdpkmYUfIdD0xN89tB2Jpoh2x56loc+eRevnb+YJw4eY9OJ07xi6RK+9NAWsnrEVb19fHrfdnonCvTuanD7P36Ra1cPMSyafGv0OK/+uVfztZ6TPN05yo3LFvKVb25AlUssXbOYOz70ZdZ4BbIo47OPbuHVbfM5dGyMR3Yc4qe6l/DAicM8cuI4Y9MNvrxxOwdHJwizlHqY0ApTVB5YlQik1kiNQUFkxgZMM2WcCIwTcXqywch0k2YrIUk0YahwtODkmRoiFYyfbRInmp41/Yw/fZx4qmEk0ixIT533/BxU6nmS6fznglTJS8JMF32LSoPKIGomOJakFaXEcUp9xgQFKyWf/u4SBd/BtiS2LUmViSCnaLRlgG3SkbS3eRQLLolQjIQNGnHMxJkJRk+M4NqC8XqDs9UaQmjGZmpM1lrMhDFnGnW01EyNVxk9MULUDBlvNRhp1cmAk9Q4IxpkWjM6XqXZDGnWm5w5foaw0aTaijhbrRGnGZONJiO1Gq4tOdWoMxG1SJTm9EyVahiiEUw2QiKd0YxTosR4XuSJZCv3PFGaMEqZrkecnW5ycqrOVDNEa2WQDwIKtiRsxKStmDbbQiaKieEaxZ4i3at7OfPgTsB4bLMScBaDZJCZLyyNwDBbrCziS2BwX3Rje9HgKv3X/+8ncR0Lz7FJUkUhsBFS4gYWQcEhSRRxqnA9ic5zWZ5rIRzDWBJBdSZCZ4oTVpVqGHNtoY/9+09SLhdo7yiy58BJli0aQPgJY+WjDNVWM9mKmIxaLG3r4Kiu4iKYR5kDI2P0V9ooeQ7bT5zhigX9zDRjztSrrO7ppjkxQ9xs0bt4kFOHhikUC7T3drC9Oka/U8bLBMNHT7NqzRARGcP1OoN+mTEnpJklrLDaGU7r9AcBPW6BKFY54yRIKXEcizRTNMKYLFGEaYbvSLSCmWaEzgABzWZC4Ht0VwI6ii62gNCVXH3zQsqdAUe+uYNlv7gemSMupZy1ffQLom5nWcuRcktpRd/6l3z0vwDwyGv+8aIa2xddIlnSoBAD18ES0kStY0WaZKhEEzdTomaCSBQkGqEElrRIyeGqmaY6FZLFGb7v8Am9lVvdHTRqIXfc/ihPPr6DU6cnuP/BLezee4zh3q3sWn43E4WT3HXkAJ/au516nPDP0Q4+Fe2hEUV8ZcsOHjtwmANnxrhn+162Hz/Ns2dO8dVdu5kOQ+793Lf43D98HlvAl9//Je79/LeYUCG3nt7LluZZTh05yQPfeJKjB09x34mj3HpgJ60s4XPuHj4d7EIJxYdGt/GFkf00WilCaGxHYNlQa4XM1JqMTdVRaYbQmqJrUW/GWEIw2FUi04paK2GiEaO0ptaImK5GJJnObzib1kyI0985Z1VrzVyTq/N12jm58Pwsm/ksURbJJZBIlyT77zu2SZaiUVqTpBm2lgTaJkvzBK2YzVAbIzSMM8JMEzZTBDBVj0DAf3OuRguNH7i87W2vpKOzTKlc5M2vewnLFvbD+CBtWYW+1gLeuKCDG7NBLCX4H8EVOEi6rICfvWYtCzs7yFLN69et5OoF/cRa0V8q0u74vPYXXke9WqcVK376d34Gv1igzy3wXwZXMeS20XuFR5JpFiwaoE3FDAZleoOAnw+XEQuFIyx+q2ctFe0RJQnVRoonRY4bl8RJmrvhYNsWWZpScA3iMkk1laJPM2pQDhy0UrQHPmmmODXVZNVL55HEKcM7R1j28gU58tEEJ+diRbOZWnE++8yFJc97T5D9qBjbQghilRlAF5pMG1HuOhZRktFoJEgFKtGQalr1hEYjRqSaqJEgtDYQ1STiY5/+JjM7pmjumOZDH7qD9vYiGybO8E+bn2bhUB9f3biDu588QM/ISj7y5Yc5ceQsbYHHe44/Q1hNOONN8/bSvQwtrPDMnY/wtX/8PDcsHuRDEzu4o3qEZfM7+cvik+xaFJH0tfO+Z57EHeridEHz989sYHlQ4R6O8/fhNhYun8+Xnt7K9sMnWdzdzp/XnqGuU7ya4D17n6YcWQzvOcXnv/YYtoQoSdEalMrydJFAZYpWGOE5FgXfMbEmpehqD/A9m0xrWmlKK81IlEJYms7+AsP7xliwvh+/3Z0VRSDMTTp7Uyqd36DouUT3nMQ6j6kyJS8JM10CGIkxMskxzJYUJnaiwXEkpTaH6lRIueJRrvjIasT0dIvAtXEcCQISpVBoikWfYsFFAm3lAMe2KLkunYGPZQnaAh8hBK5tmZCDbSEz6HA8So4NwqVdBehUU2orUm4vI21BRXqUpY2FoKRdnExSDmxKnotn23i2RWDbCKAobdqFSyVwKXguvmPj2xZt0iWQFp5tUbQdHNvYgYXAxXNtwigxjKTBdwRZBqXAJkwyHFuQZppWlOK7No6E3vaANFVIS6AklFwbbUF9pEYYZ/htTp5rmz3P5xvWuY0k9BwmyaADnxtf0vrSuf8XP7I9tFq/639+BseWBu6AxrUtJqstXMeio7eIJQSOI5G2RFqCsBozEtXZ6J/hNXoR44fOcPrIKa68aT2HDp8GYNXSQR4aO0G/VWB1ucIz9z/DipdegSs1BzbvY+1PXMvJI6epjkyw/lXXsL05ji0ky712Hps+xbKgnW7bZ/PYGV7aP0A4WePA1oNcedO1nDl8iupklStuvIIDJ85SCny6OspsHT3D6u5u2ss+j4ye4sbKAOMiZH86zc3OPA64E0Qi5ep4gGcPDtPfUaajVGD341uZv2oxUclmqz3FK9Jeio5HPUzwHeNdOY5FmGQEjoG6KATHRuvM1CPmdRbxHYnjCGzPwvIclqzoon1eCd+1CM/WCPoKFBdUEEI8Nzh5XmkSnFNrrnS2BMsG1i9//28CsOMtf/uDiWwLIV4HfATTF+j/aK3fn7//kNb61S/0Pa1m881iDrOcZhrfdUiTjOZkRHtPgTjJcKTACWyQgi2McIc6yJCucOyhLex9ehdrb1jHM5v2oYG+wS7umT7KFUE33qkqT379cbyCT9yKeOKux+hePMiOhzdzbNdhVl2/lq+NH6ZsuQz0lfjW1DFuzAZYa7fzwIljlGyX6hN72fLARlZctZyN927gzNEzXHHjFdz7zB76Ott43cvXcf+hIzTjlJ7+Mt8cO0obLgfLVR5NTrPe7eYufz9VGbG60cu3t+xjxYJeXjbUy8O3P8xPvFUxfdM87pHDDCQByyObVEGYGDRklCi0kGQIfNsiSjPmdxfxHMlMM6bQEVALU4Z6Cgwt7cL3HerH68SxIhqv09w1QvLS+fiDZdySh2Wdn+P/zjAAkKvaH7BEEkI8hekvFGK6d/yZ1voRIcTDWuubX2iDSxes1u/5vVuI0wxLSgqeA0JQb8bYFnR2F0kFlAKHTGviJCOtR0gLjsoanaGPqxS1yRqDCweYnmmgtEJkmrqrsZTA1ZKZ02O0D/SgM8XMyAR9C/vIkoSZiTp+fwVtaXSq6bBdzmYt2m0PnUE1CenzA8JGzNToFPOWDxDOtIjqLYrtJZp5XZ1X8hibqdNfKWFJwYlWnW7LBwdqdoozBXEhA1vQGXkkKsP1HGzb4vSBk/QO9jLTSjiaVVmUFikXAqQjcC3JdC1ECLBdB88xXm6UKioFFy2gFWXESULRt+gdKNPWXcIrOOhUk1Rj6tMhqh6iRyZpX9fJwOvXGHz2rCr7LlLJkfYWf+nA+kX/8DsA7PuZv/qBuf+W1no8by7128AHhBAOzw2WfgcJyOu/JJ5jESUJSZpiW8ajm55uUp9pEacZvmuRNVO+8o9f4DN/9S901D3ed3Qjd0wcpX+wF60UxYLPwU17+fg7/gnOzrBp/zE+9cjTDCzq4657NnDPw5vpWdDLx25/mA27jlLtd/iL1jMMizrD+0/zoU98A7+hub16iPdMbGZeUOSWLz3CA4/voHdFH39y6EkeTceYmZzmg3/4AaZOnOEpe4x3TD1FpRJw2+7dfPCZTSwptvH3p7Zwx8gR3Krmnzdt4tDxCaa2neWjf/dFpkem+fbEcf5iz5OUBrv5/IE9fPXYPq5027n97sd49OkdyNz5cB1BlmVIldFshjTCGFdCHCfYQFtg0VlyKRQclIY0TIgaMbV6hJKaGIXd5lLTkNZbxjtWCq0UWpv0i85jAVorzhnbAqXN48WSEEIKITYIId54oXUXMraPCiE+AnxMa71TCPE1TL/F7gttUANxlmFJ47WFqaLgSYoFk6lvRSmutEjqCdP1hDBNWXXdalqNFr7rcFW5l2XldoQUhJHprte/eIDl166m2FlmgZxN8kpWLx9ESAFSsnyon/7uDjrxuNrqpjP1oKvCiuWDtLcFrMu6KEsHpGD50nl0dRSQSnJFsZt1HV34UcTya1bQ1d/FMg+uzXqwMsHqnm4mmi2U0lwRdLG4WKHguqzq6WZRZweVdli5dhGlSon5ls2aUkSzlbGso8PkD32HhUN99PW2kymDFZeeQ+CaAgDbdlFKkaQZwpJEYYznW/gFh0LRw3YsUJq4ldJMMmJMzwM1E1GKUmrbjlC9YSmlwYqRRFLOgf2NhDpXvo0GrV48E+X0Pzmvk90L0YUk0q9i+lR3Amit/zfwRWDrhTaotSbLwLINVtl1LeqtmGaUUg9TKm0+hYKD7Vm0dMqDBw7Q95KVLL1mFQ997pu8zOqlMKG47+FtOL7Flu2HOD5a5eZfezN3VoaJFgh+YskQD37hHoZ6Ouju6uTRp3by2peuQaYZu545xK94Kzi98zRTM3Vee9NVPHjbt5k3HPIGevnGp+/myhUDFMplHn5sJ7/UvZzm5hMc2rKXt/z223jQnmIqivn19lV8MzpOX3+F9Yvm86Wpg/xExwJe1jGPguvxUytXMrNohP3LTvCmX7iJJ6JRNPCGjsU8PHOCJV2dLC618/WDB7jp5iuxrqxwh32UpkqJs4xalJIqA/NthSlhZMIFGYBlE2WSOIE4VjSaGUmiSGNFsx4jUkUaJQRDnQz9xmvxe8smRZJDTRAiDw3MXpP8P5Blkix7cXaSEGIIeBPw9e+19kJbvAk4A3hCiNcLIV4PTAJfuOAG8wraZi5NhALXsbGliXJrDc00QwmoxxE7Tpzm2PgUp46cZu8zu5ganeL48RH27T9Bs5lw6NBJjh45hVOw2OSdZpc1zsTIFHuf2cXwwZOcGZlk74FhqrUmR4+PsHf/CSSCXXtPsO/ASZrVkF1P7eTAjsOMnhpn38Y9jA2PcvrMBLv2D9NqxezbvI9nH92KZcGmZIQtrTGm0ognGmfY1ZzgbNbk6dpZRrMWjSjFdy2Kgce+tsPsaT9ImiqemTrD3uoEqczYURvjwMwUI40GO0ZHGZlpsC0bZ4MYQdkSISV+3pHEtiSB7+E6DlGicaRDHGuENlDkyWrCzExM3MpwUo3MwPEsAgFta3soLu7Aduy5nNtsdu05kLfzwEpaiVmp9L36IwF8CPgjvoc5Axc2tj/zAt/RWuv/+kIbXDa0Rv/DH32OiVqI61j4jmUQkr6DFKY6VgvTZKEWR7T7LkJDI0oQUUYrSij4Lq5nM3FqjI7+LmzXZioNqQQuSTWiOdPC830SS1B0beJMMyUTOqSDnQmqjRa+55IpTdoKKRY8dJ4cdjQo3zB20bFotTVwaz6+thgeHqMyvxspBKnMsKWNjjPQGq/oEFkKO5FUHI/j9Rkqjo3vWOyamCFoSfo6fCI3RtQc4jQjSjLafIfE0pRdG20JRmda9HtFhICxrMWALNDKEqbimG7hE2cJrmNRLhfAEji2RblgE6XKlHdZklBn9PUGFK7oJqgECHlO6jy/hNs8F7jS2uIuHlw/729+F4Bjv/JnFzS2hRC/AqzSWv//hBC3AF/WWr/gIJwXlEha69/4bg/MlKEXJAF4nkVnyaOclwwFnk0zSkkyRRxn2Frw4OGDfHTj08RJxuce28QXHt9MEHjc/rl72fDYNqZPjnPbez/Lnie38fTIKT68YxNnq00eu+1BvvjuT+G4Nl9/cBP/+sBGMk/ykbGt3Fc/zujkDLd940lOnR3nwI6D/Out91CthzzwzG4+/82nKFaKfOqZLXxt5x7CUpMvL/oK2we3cWjnYb70nls4u/MID44c5107n6bejPjXzTv5+GMb8YTFn0w9yWei3RyuTvHeI5vYMD3C440RPiJ2UCun3Nu1i38ceJByu80XRvfy5fF9eI7Ne09v4c7xIwxP1vj4kW1snj7DE+Ep3lt9lgPRNLdHR3h/tI1SyeK2xzdz+5PP4mBgKLaBERC4Vl6ypah0BXRcP4jXFsyFWp7/MKXc4jzoP0YiZQKdvSg76ZXAzXlbmzcC7xVCvOKFFn/PyLYQ4u+B38rXesC3gQ+/8BcMlkgAtsyhspmBiSAElbKPEHDdvPl0+gWKjsuNy5eQ5o0TXn7TNXT3dtDWXeHGt7ySRVetQJV8WmnKQFDEvWk9vUP9uIHHK69dZWroIs2bKotZFrTTXwl42bUrWLygj6i7HQ10dLdzvbOEM+MzuI7kjWuW4dsOlayN68ZewmB1iGCJz8ve/HI6Fw2yPoCy6zBYKXHzqiXUwpgshZ92ljLklhgURV7XOcRyux1X2LzGms98XaStsZByFBAoh1d3L6DWjFGx4jWl+cx3y/Q6BV7ZNciKUjuOZ9EkY0mhQrvtsSKsULRtXrlmKZ5jIXOmsaXBtdva9FHKJJRiU1RqeedA3d8NdptfjufSi/TYtNa/cx4P3IKRSE+80PoXY3XdBAxg5pCtAI58ry8U83iI5QiklJQLLrZligSjJKUZpwx1tnNtRydf/LtbKEzX6WilfP5dn2bB/G5OT9X45kNbuP5NL2fr2BgbDxzjxu5B7v7I7ZwdHmHpVcv5yvs+h9UMETN17vnoV7hGtTH6xB6+9S93cP3VS3nsKw+w6/Fnuea6VXz9n28jPDnCwvYSt77rFuYriUoyPvPgZpaeXMumI1W+PnOCV//CzTz50BaObjzMTYML+cihbdTsjMpgkfdmm7m60M2ECPmg3MYNlQGe0me5Jz7GT8pFbHh4G7WtM9wwvZSPPb2FQmIxMOTx2YUbuL6/h1pXzJfLB3nj0GJ2HzrFs7tOcLO/gC9M72O01eQat4d/OL6VrvltWPN9/mF6K6mdcvfZo3zo2HakhGOLv8SpwW/RrIXE0xGzuFvTVsdUmqhcxWV5egZ4rtf24iXSHGmtf/1Cag1eHCPFeWdTT2t9Arj2QotF7nCWCq7Jm+VNHZQ2WX4nb9cnBIRhQnVimpmZOlErpDoxTRwnqCyjVm+Bhsl6k5lWi8ARTI9MUp+pEbUipkcmSOOILIqYHp1Epxm1ySqTo5M045TpsUmmx6aQWjEzOkl1uobIUqZHJmnUWzSjhMl6k0wrGsSMhE0QMD02TVhvkmjF6WaNlkhpiIRTuk5kZczIiBOqhh1YTFohIzTRZIyOTTM2WUPYMN5oMB2G1K2IMb9G6irOqCbHdJVMwJmpKqMzdTraPI6HNUbiJqFKOR7WqKqEKRVzNKnRzDImVcixVpValFD1T9Dyz+IVXWa2n0FFKSanlidmv0MqGeT2c6xgJczjItP3zLXlqq0BVDBNKa/UWl/3QutXLFyr3/+nn8eSkig2npupZxdEaYbnWcRxhh84CEsgNBypTpEqxaruLg5tO0Cpu4Oung4ObNrDorVLsdsF+50TLK8uYboZMdlqsGaghyN7j+M4Fn1D8zg8Ok5XsYAtbfbvG2btqvkkYcyJg8dZvX41I1M1mlHEksFujp0Yp6+rRH9fO89OjLC43E5J2uzZN8yK5YOkrYhTh0+y8iWrOTUyRZKmLF/Yy47pcdqkR19QZOvps6zu7UKmmr37TrJo8QAqSxkbnWbl8kGGD51CK8WCZfPZNjbGvGKRiuuxMRrharcLkcHpmSrXzB/g2JkZWlHE/PYyZ2p1PMemu1jk2NQUC7sqBL7L3sYkLxnsJ7NaTHnHWarW0ffKIaRnsEUvlBiZLZb0pLXFHRpcP/DnvwfA8d/5//5ggW1a63cA7wH+BLgb0+X0hSnPrcWpKU1WGuJUkWSaTMFkPcaxLdJYo1JNPU756vG93HZsD2EYc/s/fpmnvvYIpw4Nc/cn7uTZR55lW2kfDw0+xgnvNPcePMCXdu6gmWR861/u5L5bvkm1FXL7M9t5dN8RDh8+zZOPbePA/pPsfvxZ7v/03Zw9fpYN2w5w90NbEQjuu28jd9+ziZO1Gp86uJP7Th1l195h7v7GM+zYM8yjdz3Obe//CqeHx7j3sZ185Z5NKOBDR7by1ZEDnKpV+fLOnTx29Di7957g3vu3cPbMBI8+upM77niS6VqLuz9xJ1//+J00spRbj+7intNH2ZdOcUu6l8eSM2w7eZbPPbOdg2NT3L99H599dBO2bfH5Z3fwlW27iXXGpzZt5Zv7DrF9apwP7djKg0eH2dv2KI/1fYZRPUz92DRZlqs1Zcq4tTaoi1lJpJ9jEwnI8sdFpgu5/7+ltf6kEOI9PE86aq3/7IU2uHzhGv2BP/kCYWy6rE1WW5QC1zSfUgrPtua4N9Ua4QgmVIt6FLOis4tDz+6nq7+LQkcbhzbtZcmVy5AlwWHvOEuqi5kJI0YbDVb0dDN69BSWbdEx2Muh02MMdlYImymnT46wZuUQcRgyvO84C69YTq0VUm2EDPS2c/bsJL7n0Nvbzr7mJAv8Nsq2w8GDp1i3Zoik2eLI3uOsfulaRsanaUUpS4Z62V0dI1A2i9rb2X7GSCRHwdbtx7jmqsVMTDQ4OzLFsuXzmDxxhjTNWLZ2CVvHRun2fArYbFFjrNYdlC2HY1NTrOzpodpoMV1rsnKgh30j45Q8l8Xd7Txz4jQrB7qwHZe99TFuGJyHXWox6h2g99hq3FqDvp9cSTCvDcuW5+JF34U8aW9xF8xfP/CO3wfg+P/nj39gEmk4/78P2H/eY9+FNiiEqUmzbUmWKYq+6fWTphmuJVGZiRVlmckNSaXpsQMaMyF/e9f9BEO97Ht6J596x0dYc/0q7n5qB3fcu42VjaV8YPPTbBs/S7/t8vF/vovpOGO8lfCJW++n0wvY8vXHufv9n+fqdYv50sZtfPvQMZZcv4L3H9rC7mgKAosPb3yG2Lc4OzHDp297mPkUuSc5zv+pbmXtmiE+8tRG7j8xTP/yIT76T3cyMjyBCCTv/sZDtCU2R8Ymee+jj7Oyu4t7b9/AFz/7EKvWDvHOyWd40D1D+/x23rV7A8Mli5bt8r5P30s/LhvHz/LhI9t4RdDP4w/v5L6HtrJufi9/M76JLdYEQV/A/6w+Qatdc6yjxn9XD7FkUQdPfe1Rbnnnv/DKBUN86p23cMf7H2Rg7Are8/aP8NAj20inW6YTMOdBb2efP9f5N9dHmcfFphd0/7XW9+VPr9Ja/+HcjgjxdxfepMCSEo3J/ksEM2FIwbNIE4XtSLRWeWlO3hMpE7R7Hn3lMq5l4RaKdPV3YdkWne0l0iQjjFN6CkXaHBelBJX2EkXfJ0PT2V4i8GyKbWXaezpACjpKBQquQ5ZBlxfQFQQUhENnENDmuyS2Q7kU4FoWBWXTJX2kkHQEAYHlIJFUKkUs2wYlqAQ+EkHF92gPAnxLUiia4k9bCLosnzbh4giLSg6sc2xNMfAoei6VxKOt5YISFHzXdMvNBBXpUhAWLpJ26eJLizCxqLgeUkuK5SJtHWVsR1LpaqPcWUJ6FpXONtraioTD01TW9p939sVz/n/H1bkEhjZcWLX9EfDHmIEmk7NvA4e01q98oQ0uX7RG//NffJlWnJImKoeRQK1pCgp9zzbQkTRD5vkh17FRaCwLdj7xLPOWD7Jg2RCWL6lPhYRTVbY+upVrX3M9p46eYfLUCDe88QZ2HD+DRDDU1cGWBzeydO0Seud3s2nbYZYsGUTGMYe27GP9617K0UKVk1mNn0gXsKU6gi9s1hQ6ePahTSxcu4TKvC42HxnmusULiHTK/tFxXrF4iEPHRgijhCtWL2DHrmN0d7XRP6+Tx48eZ1V3F1oKnm6e5Y1dC5keqXJieIxrr17Gvr3DaK1ZtHSQZ6IzLC+002sVeGLiJKv9LsqtlH2b9/CKN93IiXqdkzNVrusZ4MCJsxR8hxWLB7jv7HGu7e+l3Q94dOIUb1iyhDSoclzs4br4RsKzdaw0pv+Nq/G7CnNJ2tkrNYuOFIAr7S3u/PnrB//wDwA4+od/9IMBtmmt34cZLfXuC9lE30mC6SimLXBxpCJK07kafs+zDA7HEkhhMxNGFD2DTBFA2Iz49hfuY90rrmDFdcsJa6Yp+66Ne3jy64+zcNVitj68meM7D7H2ZVfz0M6D+K7NL65fyzN3P0Zjcoalr7iGDZv3UyoFzOw/xtPfeorFVy/nviUnOOhO8upoEd8aP0KfW2BBZPHEHY8QNVr0vmwtT+w+TFexwJmwzpNHTrC8p4sNm/YzNdPg2rULue/hbSxa0MNLb17HPQcOESYprQLcmxxnyCkzvPko+/aeYPWqIZ5+fCdpmtG/tJ+vzRxmfdLLTcV5fOPsUWS/wN90kke/9giLVi/i/to4+6YmubKrl/uf3EW56NEz2MFXhw8yrSKuHOjly4f20lMqIBfv5tngSVYV1tHttBGfHsdrN5Jxls71TnpuugQujVqDF+f+92MmA83WsPyu1vqlL7R+5ZK1+kN//WU8S5KEiihvwl4uuDieRRJlJIlRe1qAnu1mhQm6jp8Zo3dRJ1aXg5g00d0syRg7OUpbbwdZkhI3Q2RHgaSV4Dmmf9HMmUlKlSJIyXS9RWd7CalhamySzsEeJlWMVxIUMpcoSrGFQIYZrZk6pe4KsRZM1hvM62/DQjBVD6lIizg1LQZRmijNcF2Tp5vWCd3FgDBKOR7VWOS3YSloNUNE4EIYk2WaYmeR6TRCRJqOgsfxapUBr4TIFOHoFJ2DPdTChFhndGKTYnooFUs+E0QMtJVIM82ZtMm1/e20VMykGqPnbAdChQy+ZS1eVxHOk0Tn/p3jIFdaW7zB+evn/y9jpRx+xx/+wOvavgy8AvjvwC9ixnBegEzne9uWJCpDAUXfoRWm1FsJGmi2EtMUQkGcZIRpSpxmZImivauTu0tb+d/OV2ho03Qi04Jidwcfu+tRntx7lGbJ5v9s2cDxsM6Bs+N84J7HsDvKPHzbt7nlLz/O4sEuvnD/M9z11HZKPR185KsPc2j/KUaziN9PHuWIXWX7PRv52Ns/SFDwuGv7Xj792NMs6K7wp+JxPiF2oqaafPD33s++J7cxevAEH/6991M9O8mGp/fzsU/eQ0W63PLMNj69cSuL/Qp/c+hpvjZ+mGYg+evDG9jcmmJ3oc7vTz5GqBO+zUneXn2KeUGRj53ewSdGd9M+v4+/v/dxNhw5AaNV/uEP/5ETe4+ya3qSP3vgEQJsvrB1N+/89mOsrXQwuOy/s2jh39FXH8ApOCz4matxO0vnufgCdB4Sztsmf8fV+UEb2+eR1lr/DyHEhzEgp7svtNggJM2B+YFFFGYm7+YKsCDTilLJBZ1juiU4UiKRhGHexaw1gGNbVDyfVpLi2BJbulyxdD6LB7pptwOu7ulnsFRCeIqrhgYo+y5LrlxGW2cbqYY1i+dRDFzaSj6rF81joKuDLgpcJ/roin3EyiEaUzPYgc+Sni46CgUkFi9T8xiyynR3V1h7wzrmLV1AqVJg7Q1r6ezrYKFrEycpcaa5YqCPZhxTcByuaetjRamddtflinIPvXaRknS41umlTXusdTtAQCBsri73kKWKNM1YPa+Xxd2ddJaLrLtuDV0DvQRFl6vn9dHme6zo6qLguGSxYmrspei0y3TD1Yrm2SqlQjeWJeey/t9xMZ5zJS+dansxEskVQizAjFyygAUXWqy1JokzJmZCAs+hrezhFx0cz4DfhcqNa63yBucC3zGlP37ed2jpTD+vOrqC2z/wr4yfPMvR/ce5+1/u4IZlCyBM2PDUTn5u2SrOHjrLyIlx3nbdWp7YtBenr4uXvPZ6vvXJr7Omt4Puvgq379jNDVcsI2mE7Hn6ML9tX8F2a5wTS2ze8F/exANfvI9KLWbdmkE+rrbzymQBTt3mS95h3vybb+HoSni4Z4LX/fpP8czeYVINN918FQ8fOMSiSoWXlNu562N38gZvAKtNcJd1mN9cuJbW5kOMPbiH3wrW8Oy/PkZx+xRv1gv56tEDXB10sVa2c9+uA7x21TK8lU02LNrN237rp9m4aJpTA1V++Yq13Pe5++idirh55RAfCJ9l+6Gf5dEDN/KB6b048ytoy8pHWXx3GMlsVdL5JDLzuNj0YhjpzzEoubuBk5js/wuTMKXXlaJ7zvbREPg2ni3wXMu0eLFl3voGojhD51W5ZgSXxdjpSQ5s2cvY8AgzZ8c5+Ow+mtUGR4+f4eDBkzi2YMeuY+w7eJJmM2H3wZOMjk9zdniUPRt3M3pylEOjU+weG0MLxYEjp9m59wRpmrEhOcMONUF1ps7+TXuYGD7NhNNkizXCmNXgmFvlcXWKGR2xibNssE6Tpoo9h09y6PgIURKzffgMx8anOHnoFPs27qY5Mc3WbIzH9UlqScz+TXvY8/QudJqw86kdHNhxiPGwyebxEQ5XZzhbrbJ9+AzVZsge/yjbK/sRMmVDcIonrZO0miHPPLSFPVv2cyye4kE1zEmrzu54kgcaw0zKmMqiDjOj5fxiyNmiybmE7fM46TuSbxeHXlRdmxCiF5gPHMxHob8grVqyTn/4f3+RMM5oK7qgQAtNlprSbd+xSRNFlplRE3GS4ns2KtMkSUaamTFZWkAWxhTKPtIWhE0Tma60FfA9B9exCMOEKIyYHpmiMtBN3AoJ6yHFcpEUgx0PApdaOaFT+dip4NRkje7uMkLBZNSiGwdtCRKlSF2BbmZ0FH0SSzNTj2gremRKURsep2d+L81GhGq18LsrhM2ERium07doFWyyVBO4krMnZhjsKRPFGdXJGXr6u8ASNMOEoOighEZrQaAlNZ3iKE2pYFMbj2jvDtACJrOE/sxGlDWJDJG6jJyJAInvwopXLydYUDmXY5tTY+ec/vO9NUfaW7yB+esX/bYxtvf/9Q/Y2BZC/HfMELh3AluEEP/P99qiZQvaCg71Voy0BbZjRlvZjiRDYzum26ztCALfMTreMs+lLQgCG9+1kK5NlmniWNFMM27910d4+Mldc3k7z7PZ/uhWbn33LYydHOGBz9/L5971aYoln8/f/zTf2rCTqpXwTrmBr4lD7Dk5xuce28zhE6M8evo4H965haatuH3TLj724NNUpMunv/UUtz+2jVoz5oObN/LI4eMcemoPt/7tLZzef5wNdz/Gx//iE+hmyB2PPstdj28lC1zedXgj35g4QmO0wZ13Ps6OPcfZ+8wuvvR3tzJ5Zox7Nu7lk998Ch0r/unwdj52bAeWI3nX/o3cM3aCY0em+Ogdj7F73xkemjrNXx7dyGmdsHPhV3lizQfpzCze946Pc+v7vkxvTxt2Z2CkjTBwkVlBo7Qyqi6X8OaZERaCS6faXoyx/T+AK7TWTSFEEXiSC4w5F+TjpIRpkayFYQTbMhAS27Zo1GMypQjjjFI+GSDJMtJcBZrEb2ZGcAnTVq/oe9z0inX093bSihNTnqxh+fpVKKUZXDTADW+4gSXrlqIE3Lx+JY5jMT8o8jPZctaqLjr7PX5izRJWzu+mL44JbJuCcLhx+UJqUYS0JG966Rq6KkU84fCaxYtZ19tL++A86tM1uhcNcHVbge7+Tipdbbz8qmWkmaLsu7xt3jJ67YBOr8zLbljNyuXzyYZ6iFoh5d5Ori0UGOhoo1zweEP3EAXHpmDZ/Ke+xawstdOuXV5+1VJWLexlsWd6Ki32ixRPXkd3cQk60rz5ra+ks6NA700LkQUT6BUCkMYkOD8lcn5PyTn6IRvbo1rrJoDWugFMfa8vWFLgekbSpKmJi0hL4nsOGiNJ6lFmpgVl2oCw8jJmjUELSCmxbRuZTx5KE82165ZydvchvvXRr9Joxdz78Da27j/F1a+9ns8+sZUzlmBo5RBfeM9naVcaUs2tX3uSl9f7Ob79LPc+tYuXr1yM1hYdXoEbe+Zx57c2olsJgz3t/MvGzfT0dVCbbHDPPU9z08IhNoUj/Gv1OK986yv55qe/waFdR1l6wxV85suPQgaJ7/KRTVtYqCucdlp8MN7F9TeuZNM9T7H1wc3c9LM38ZnyQQ72Nli+qJ+Pb3iW7syjkNr806YtvLS9n+HH9/KNT9/N69av4r5NB9iy+Rg3qF4+9dUnOLHBITixjj8d2ULlJ1bwsl96OXjOHNjfNCXNXf3zn+d0ThYZ+mFKpEQI8TjwFHANgBDi3fDdUQBKaYQ2Iw4c20Syo9B017CluR2STNFR9uaG+83GP9y8HY4lDTM2opgs1Vizn6VQn2pQm6zi2jaNZkiaZsSJoh5FJFlGFqfMTFRpNELiwKfWCIlDRaMVU220ci/RTBoIw4zJ6TqNRkSQZow3mkRpSrXWYmqyhs4041GL6STCkZLpkUk6eztotlKmpuukaQJSMtlqkaqU0bjJKE0mGgnTY9PoTKGE5jQN5ssS042IsUaDZhzTChWjjQb1VkJ1ssr46TGmqxFjUzVagYcjBWNTNeqNkPFqi+G0QXlZhfZrBuamHuUASZMWOQdIei6d//4llEgvJrL9p5io+wzwfgwuaRpAa/3Z569ftXSd/uS7bzMTENNsbq5rnJgkbZSkBJ5DlijiODUSSlooNHbetQRtVJ3SmjRRSARhmmFLiZP3nMy0Jk6zuQbvlhBMj0wwPjLF6qtXcHTPMbyCR6W/i2M7DzF/8TxEIWDX+CjXLRikEcccn55mbW8vzdIY2gsJJhZwujyCn/r0Re3s27SX+SuH8HyHA8/uZ8k1q0gtzfDMDCu7uhmdqhGmGYt7Ozhw7CyW5dDf08bRw6dYvmSAOFUcPT7C+nULOXNygtrENCvWLeUwJyi6Lh31Xg4ePEl3Vxvt5QK7RsZY3NFBsWxzMJ7hJbIT7Z9AuhPYjatZ9oalBENtzPHNhcDZOQPNRrgdaW/x++avX/Yrxtje9b4ffGT7VZhCyRuA3wR+UWv92e/GRGAkUqNpyoulEGSZMraOLbAdMzEoTjOkI+jo8EGa8VNpqvI2MNpIFszUyVkPLvAsXMcY5VoZD6/ouyAEli1RwIO3fZu7Pno7YRxz58e/yn1fuIfGdJWvf+IOnvzmkxyZmeAbhw6w9dRpnjx6nH/dvpvpqMX+Bd/k2UVfRAjFbb3f5uGujUycHuXOj9/Blm9vZN/G3dz9ybvZu2U/X997gM/v3EUtjrhz4y7ufHoHUZJwxz2b2LrzMFPjU9z7rU08s/kgu/cNc9+DWzlxepzH7nyE2z74FWZqdZ5Z+RCPL3qQLE24+xtPsXHTXo5OTXHXzn3sHxvjm/Vh/qm6h0NJFf/Kj9P2qr+hsqiEO6+IQqOFRs8Z0doY2PlrNQsjmQ0JcC4EIPQPN7Ltaq0fFkL8jtb6i7kX94IkpcByLVpxxlQ1whEC27LwAxvPt0gwNhACCtLJZ2/ECCnIlBHTmTLgdWlDrZXgOBa+Y5scmTSzS5Q2Jd3SEliOJM5SbvrPr6M+VaNQ8nnr7/4cru/S1t3OT/3O2xhYOEBbR5m3JoqVHd0sqrQzv1Kh4gYsP/qTpF4IyuLNR19Ft12ms7+dt/y3n2b+yiGkZfPW33ZZsX4V81sRVw30I5XNT123hkxpXM/hF97yUtrbilTaAl7/putYuKgPrTWlks+CBb0UfuG1XPXKqwnKRV41/HpsbDraS/zs215JZ1eFUjHgp69Yxcr+bhZlGV1ewJBTJtn/W/iTdToGOhCORZYaCW36Rz532vb5YQBjfH8n/TCNbVsI8ZfAASHENcD3HEFY8F1836FUdpF5QWQYplSrMVlsotmtKKMVpwhtxnFleRwpy0zE27UtBIKS72LlZydOM1NckLdRzjIzrsrSgsC1qfR2sXjdEjINy9Ytpn+oHykla9av4bGRs3z4qY0s7+zmq3c8ztNP7GZRn8u2l/w9jbajjI638faxx2lOeOz92m4+/PYP0rdoPt/+4v187YO3sXL9av7uyGYerZ5ksFjinx99irFGi3E/5Y+GHyft8NixYB+fHvoq665ZwLcf3Mr9397KsuWDvHvjBjZH05RWDPDOfRs4c8rh0Az8zsQjVJZ18cTUWT64awsr+nv53MKneXDhDl7md/PhW+9jw+MZcvo6oklTDCHzoT2zHGPybOfq2EzphXlvtub2OXpP5Y+LTC9GIv0O8PPA/wF+A/h/L7Q4zWZHn0tKBRtRMPZRlpmamSQ2o0mDwCNsmZGcHWWfLNZm7KhjIYUkTZRpspC3/U0zRXspIGqmZGgkGASBhihKTfmTlNjSIk1NstiyLXSaoQV0FQs0ooS2wKOnu41KWxHP9vCa3bhpCUdJekRAf7nIdE+Frv4ugoJHpbsdx7FRCrqdgE7Xx7EkXcUCBccBYdFrFbBSQZsq0pFUUCkUiwFamdLrDs+n7DjYWtDl+pQ9F8/S9MgAW0s6fJ9OP6Ct4NKtS7QJj7bAo7NSpK0UkEXm5mrV8iR2mCKUxmnzcYsuti2f46nlLMY5CyknDfISeGzwIiPb3w8tX7RWf+xvv0IhH5EeJqkZfCclCtNVQ2jwfOP6+55kcrpFMUczmu5jJuyfKW0GANoS6Rjh2Wok+K5tKlQEOK5FmmR4rmFApJmvpoXGs6y80ZcZ+RklGbVGRKXkMR422TU2ymsWL2LfoTO0opirVy1kw9gpuv0Cy8sdPL7nCGsW9BEozZaHt7D+5us4VW0yNj3DFUsXcGp8klorZtX8PnYdO013e4mh3g62bjvE2jVD6DaLJxqneVNhIWcnqpycqnLD4vlsPTWCKyUrurrZuf0Qi4d6aesvc793iNerJejpjB17TnDT9SvZE04zrlv85ltfjttXNDZPZpD+Kg9IOp7zHbUj8FxgmyOtLUHP/PWrftYY21s/dnGN7UsyZdt1LGZqMYXAwbVtpqohlaKLzjOJaWx6RDq2JEoUCohVhlLgWvmkbZFPXLTMSHShNFqouUmMUuYzS6RAugZ1aQltbC1thk45UhLH503ltgSOZ6OALWdP89iJE6zp6mbjriNMTNdZu2wBXz9xiEWlCh0DLo/sPkScZrRP1njyG08wsHiAg42Q7QdPcuWyQR7ffZgwTlg1v49Ht+1n2fxeCkLw+IY9Bhe12uOu1lGW2+3sODzMnlOjvHTxfL594DCebbGkrZ0HHnqWq65YwtBbF3J3cR9dzYBsR4NHn9nD2uWD3KmOsyeZ5v9pXoetiggpsBzTjMMSIu/Z+Vz02jn7SOfMdF508kWqNSGEB9wKLM6/9Zda6/tfcP3FlkgrFq3VH/7r2+Y6bZhO+KYRp1KaTEISpqhEYbsSx7KIopQ4Syn4DjplbrR5FM+2FdYEgZFCKsFM0nZsLMe4/rNzy9I0ZyBHmjp5DGOpTIE0XVHQmlQpZhoR1Tikv1QmTRJSlVEpFxipN/GkwFaSqWaL9qLPdCNET1VpG+g2ebdmRFDxUI3MhCykJI4TSr6Db0mm6yFBRwEhBaNpiyEChBTMNEOswMJODRP4nsPIqWkTSXctzpYbrLR6aDUTTp+don9xG0kro5pEXLtoHlanh7OwjUp3KQ8+mnM+20Ny9krOsZGeHc9lGrYXuuevX/1WA7Xd8qkLQ22FEL8OvDSHEPUAT2mtl7/Q+kswQsKMShBCkKQZUkgaYUKYZIxXzcgF6Vg4Xj55WiuSOCUNFc1mSitNaURJ3ufH3G2WNMNxpJREcZIPUTb9KVUOkAMjcex8MrdGz03ltlwTYU/SjHqUUGsm2FKysKOCtAS261AoBDTjjO5CwOZdx/jwVx+i5Ht8cdduvrxvN50L+rnliw/x2FN7yNos/np8IzucaY7XZvjg4xtokbLhjkf50B9+kPZywPv9Tbzf3Uh37PChT97DQ4/tYrwU8UfBI2zzx9k8M8YfbX0Mu9vn2w9v5Z/++W6WZh1GPVuCgTUVPjD/s2zq38agVyRJUsoDZcodRVQ+YnM24z/bino2CDcrdMz75ym978/9Pw58LH/eAkriAvVOl2TmkudIsjQjSs1hFD2DN2ove6RJZpqSlzwaYYJjWShXgc7Qqcb2LdySRZaPfVd5P+k4NdLJsiU6A2HnsxI1iNyJSTPTAs+2JCgzysvxzORqu+Aa5rIEgS/m/B5baFpZim9Zc8OYhwa6iBIzOvWawX5mWiGeZ7FuzUIG+iv0BAHXF/sZcsp093ism9fHYGcb4qplJhzgu9zAPJJM0V4JWLd6IQP9nXRkBW7U81igKoROyvqOPtpdn2XLB/ECjzBT6CwjTBWd0uOaeDVLkgXm5gwjZMGeG80OLxYN8txV5zFRtxBi83kffUJr/Ym5b2n9MIAQYh3wL8D79AXU1yUZ125Ji0SpvEm7Ik01hcCiGRv3PvCNnVIMXFKl0NJIL4FERAqJTSa0mdGhQVoSy5aksTKd8/NgJRbEUTqHa9LKQFOwNGkmEFIa6ZiYNsx+Xt6cZZoMg4OyhKBccAmjDK0VWsHyBX0sWtTFN9ue4ip/Ob3TPXzu+B5+9hUrOdCa5q7aUX61fw0PnT7OoXSat1y1hnv2H2BJXwev//U3ctvGXbxy9SKkEty+aweve9lqjkVVHj0zzK8NXcV99hG8Hotf67+CTzZ2cu3KXm5cfiVf2r+Pt6xZjjMwyTNtG3nz9H/CSWxausnkRJUF5MD+2X5Iz0vMPle1mQ/TKM5DBmbBeXm28e9lbOdhn58D/kBr/eCF1l6SMVuz0xOjOJubYxvFGSpT+K5FwbPyGWfGoyoWXVzXzue6Khr1iDg0KRJ93nZtS1AqOKZHt8ijJHlPAaXNbFxpm9MoLcl0NcSVEidvWhElaq5FnmNLCp6N61m0ohSde4mWJWi2EqZ1jb3Fo5wNxhlLm2yvjjFcrbE/mmJj8yz1OGFXdZxdtTGUytg1MsrhqSnOTNXYc2aE4ckqZydn2HP8DI0oZN/0BFsnzhJmKZvs02wUp2mKjKf1GfbJKYZrNTafOcPekUlG/GMMl7YxxTQ4kkJvkYXrBrFL/pw6m+36j2auu//5AiNvR2qanubDBgXGaRHqe8syIcR/Bq4DrvteTASXwthevFZ/6j23U28lKKXwHBuVSyctzMgE37VRWuN5FtVGTMl3CMOEmakQnZn5HUqbWbaWcw4V4OSNSJthQpaZ3JwlJcIyXU9UpvByDJMlBfV6hO/bxqaywA1sHNsizCVjwbOZqkUEno0tjbEep6aY3rMtWoSUrQCFZqIVUjs9RbmziNsW4GhJnGVkOmMyi+iSPp4tmJhu0dVdIrCNSp2qtugoB0RpQphmBK5DJk3sq14NaessYFuC6VZEt+sTFmIcy6av7HK0EdKrfdw4Y+jqebQvPjfUxlw95ryy75Z2U0oRhzF+wceV9pZix/z1V77u9wHY8JULl2wLIW7FdJ4Zn31Pa33TC62/NLNI0owkVViWRTM0dW1pprGlNEC1zOTVWlGKa1v5BCCHYsnNg4wayzKuexIpkiQz07aVuROllLg5E5GnCoSQpImm2TLGeJIofN/BdmzCRBHHCp2CLSWea+UgOonvmf6L1UZCkpkYlmMbVeApj6lqSJpqrFBz27tv4YFPfwuRmCBpwXHYUZvgQwe3cqxZ4/7H9/D5O59EKnBsmzhRBK5LGGZkEdjKwpYWPjbb95zkk3c9SViP+cLwXt5z8BlKRY/3+ffzCedRxlqa3x97mC+09lGtRWSJieKbYX8GiHQump1Da3XOWDkqIEszbPe5MaYXa2xrrX9Va71Oa33T7ONC6y+BsW2gsrYlsCQUfZswSskyjeNIkkQReHYuZTTN0AxQbiu4VNoDlIKwkaCVRs5O4U6NqLatHJ7iWJCZocoAwjKhBuWY9RKTz7M8a665gmWbIYRKKfyCAzLPC1qm/U5Hm0+mFM1WQpoq05YnyQyOyrVxO4q89pffQEd/FzrTKGGmQK0qdPK63oWs7uiifZXF/L5O2ssFwtgEYtMsI8ltsSTKGB+tIWTGuoV9uI5FX1cbry8uYlW5G9ux+CX7pZQtj0G7zH9Nr+Aqr5fOjgITxyaIp5sUyy7l1f3fFTFyPgkgakU4rjN3Y5DH4y4FXXRGklLgOIIAG600nm0h0CTS5M983yFRmsCSWLYg1aY1oO1YTNQiMgle0SENjfrJ8pZ3Mj9+17WQEhKtDBIAExawLIEfGBWYhhnCNvNhVZbhuSZSLrQZc5UkCqRAC02qNeWyl08EzygVHdOJP85IlKataO7oJFWsuvFKhICZZkyl5JFpTWdQ4HXBYjzHore7wtBgN6nS5wxhjYESAzP1OtP1Gl7ZJ6s1+In1y3ELNmvbelnd04NtW9wgllEoOkgheEtpBU/+66M8uusYv/yOX4CRBtRD7MDCX9CFnHUynhNT4jld/6NWiBd4AAitEdmlYaSLP5hCGJvGsYwkiBOFZZsLnSqFawsCz6LajGi0EpTSlAoOM42YKFV0tPm0dwR4gY3Mz4gAVGb6KbVaCa1WMhfwdCxJmmZG8tjSzEhzzWFlmUmxSCmQSCzLQiuBSjVRlDE+1cJzjJp0bItiYM+10dOYsIIJ9BnUoetZOK5F0XeNjSYlUphcotbgezaBbxqvthKF7dq4rsSWgiROmZ6eptLrE6YRM1WjSi3XQlsCJQzGStqSJNNoCcWSx8xElcmzU1TKPjLSqFrMmS8+w8i9uwnPVPNu/7NDbc5L0GoISgVK7eXn5uF+iDCS74805PlZRN443LFNXKgVpXiORbOZgBAEnk2SKcinU3tuPilIaUoVD5Vq4jgCZZjCEuaMSClQqSLDJGqlkNj5LI7ZwvJMaopFF6U0YTNBAF5gcM5SC1SS4SIgI3f9NXGicXKPEzSeYxPnOKk4MaMfAs9MxkzzDr1CmLtRqVmgnSRwLTJt9k1IieUIGpMN6vWQQDi0ohpF0UWGiXUlSlPwbCNFhJG6QpgC01/7i18yN1ErIWsHy7PxVy9laqpF9YsbWPgrNxL0V+Y8tnMzbsGyLJ4DkdRcMol00RkpSRWjky3KBaMSoixFxWbnfdd0I3Eyc4D1VpqjrQS+Z5MkGfVWmrv1gCcpaoc0z35rZdIbQpic3GxaIE1SWi2BsIzkcvILYdvGYHdyw71ZS3ADG9e1CFwbhKbRiEmUiW15eQI4za+obUEUm4780jJd+gu+Q6ZUHkWXcwHCWay0Yxu7yHVsQFMIXFSm6e0uUZvuxGpKlvUsxnFdEqVptlIsS5BYRnJnStMMUywnb3AfpzhCEAmwSw5JM6VlWQzesJiJe6vmJsttRcu2QOdNSLUiiWOkZeO450aP/sgwkgC6yu7ciQyjlEwpygX3ORUOJrOf4Xo2jTBFiAzfted0+3Q1oqPNxS04VCfDPDFp3HKlNElscnVW3p8SbWrnpBTMQprj2OCXXN/GdmzOnJwhCG2iPH7UjFNSldHV7huGjNWc8R0nmoJvE3jGphJCIiXESWoSxbl7NFONCQIboaFScImTDDuPkGeZRuRAvHIlYNWaBSSxmXpgB5JC0SVV2vTQlsIgHRzLOAFSYis9hxq1bYssznADh955ZaLJEFEpE52Zxu0tnQs6CnNvKj174yXnGElfOmDbJZkgWW+lyDDDsUxsphkmoE15ku+aO6bRSigELlprHMvc2VFsJiahoVxwcW2bgmshOgTTqkWzkSBdC51pwjhBhCY2pJSJKTmONKpSG1RAGmszrTHV2I6F59pMT7Uolz20dnAsgZQWaaJxZ2v6E22mWUo1B56TSFpRMoc/B9ND3Iz/NKA9aUm0kkjLhDharZRiwSFJMtqKDmmmcH2JVzBRf8syieUkMwHbODZQF9eXNMIUX4PlWuBYpEpja7CFJIoS7EbM5Og0bR0BbtE1QVaRR/a1qWKWQuIVfBMOyJlH8KMkkQSUCzaNVgJILGmy8VmmqCUZShvV4rlWXtuWUin7TNcik+lXeXQ7TGmFCUnRpRjY+CWbKEnJssxEoIVZaymwHGkCkspEcZMkJUtN5j9NFCrTCNvEp0ptHpVKAHmuLkkVUZISJomRRklGK0wo+g62ZSRCpo1d1oxSlMJUEOd1daaU2Bj8oTZqFyFM/k9rpFacHanT3h4YBEOS0YiyuTbRjmX2MfBtM+lJQ+Ba2JYJNaZKQapRKsPybDwkzUZIUHIpdhTwl/WaE6/13G/Plm3P0twzrRHZpRFJlyRp24ozXMfoF8+18DyLmUaMZUkSpRG5AdvV7lFtGvyQ71mkqSJTikJgIwUkqTGCkySjUHSwLUmjGlKrRdi2jc6M+nKkzPNvNlmS5UaznEsleK6NZQvKFdM43vNtEq1RWWaqgIWNRs95ke1Fj8Azw5xTpUzHWK3n0ipJjjlPEk0ryuiq2Cbwalu4jkWSSwbbEmY/hYmCO5kkyzIcoU3aRhtVnKSm+GF2qpFjCZLQvOc6xjNUaBpTDQSaQsmn0FOgcWyaUpRgF9056MhsGEDMGt/yuU0Af2TiSFmm0MKoiiRRJuajTDBytm3vVC0i8G2T/XckqdJ4rkXBs2nlksizTbVJK0zIMknRd1AS/LKLtASTky28fNpSGiuUpbFsRZLbMMLBQEikNL2XtMYPchvMhizJEEIb1zvL8DybIg6BZ2MJQStKAYEljNHhOBZ2flFc36YVZ9iuQEbnjOxmlJIqRZzjqcLYIDfBqNpmKzFqXIAtBRPTIUFgcoetKDUhEyS1Zkbg2WRJiisNakGlGTpVRJMh6UyIilLiqSrRsI+9qt80L7PN6IlZCM530CX02i56HCmKY7IoI4wzUqVpxSbP1lb0KPimbsBxjMHcaCWEcUorTKk1jTTwXMMco1NN0KZNoEAwVY9zb8ais7tIX18RYZk7TitTRAkaL3AMKC5JSfOx58Wyi+dbRnVYUA9jUmXCB55rZuo2m6lJ/KamN3gzTJFi1gszxZRhlDJTjwjzRvSubdFRMm33HMsgHSzLwrEt4kThWBY6A5UpHGGZsENe2KBShedY1GoRrmWQDVpBo5HgO+amCmwbkWkc1z5nYxZdit0lOpd1wWSNiY0nSMYb2HkS3NDzueg89GSmLol6uyTZ/4NHhk1ey7JwPZNnA2EGAitNGGX4rum9nSYa17KIoozJmYhGIyGJFaXAM2U3SJphhtSCONGMT4WAoL29SKU9yFGAFgJJGBrPr1z2cV3TQyDTyiRXhcbyBEroufbNjSglybQx6guOielkMN2I8VzbMIIWyDzm5doORd8jSTVZphmbMJUdSaLINBRcG7QJC9hSojJNK8yIIkUUZabQM8yIYwWIPF3kkiYmjhRFijjWgCTVBtEpXZtMge3YqFjhFzz6rp6H11ti4KfXU1o5yOjnN5CMNxDIuRJulWnQzw1Szka2L4VUuuiMFHg+k9MTHDl6lPGJBrVajGNJAkfSWTLMY1sCdEYYK8IwQWhN2bfobvPxHIvAM2okDA3WqOTbZKnCO68SN1WKSntAb3+RTKckUYKlhHGvtSYoOliujRfY2LbIo9ImXGBJYxwXPIdGw6Axs1SBNhe0UnSwhDDz3lLFbEl0sxVTb8b4jm1aJZdc6o0IqaFgSwqujW+b2rOCm0OI49SMEo1S6o0Yz5LUGzHNZmq8wiRjfKqJyjS2gN6Kh2NLMg31yMTUWmFKqjXF3hLFviLSsUjDlFYtInNtxLqFtM7OnCuK1PmM2zm09nmMo5R5XGS66DbSoRN7x9/54d84frG3e5n+zbQQDSL9EfHatNY9F3ubl+niUCUY0JdCGsElcv8v079f+pGRSJfp3zHpPKN+Cejiw0h+TEgI8cf5/ze+wATq2XW3CCHeeN7rX/ze81p+iHSJjO3LjPTC9McAWut7zy/TeSESQkghxAPAZy/5nv3fktaQpuZxkenHVrUJIdYAHwcyIAYewUyOdoA+4J+11h8VQtwMvAtIMAGXXwT+F9AphPgAsA0ztvxPhBDvBV4OuMAjWuu3z/6e1loJId4E/Cpm9u+/P9JcVm3/F/TzwIM5aP3vMCVhbcDrMU3D3p7PWVkB/Get9auAPcBrtdZ/CkxqrX9/dmNCCBdoaq1fjhmp8ZvP/0GtdcolaRpzsUj/6MSR/h3RB4A/FkJ8BQgxLZ6f0loroCGE2IXpHT4B/I0QogZcBTx9gW22CSE+kW/ve/aJ+ndHmkui1uDHm5F+A7hTa71FCPFfgE8BT+T16wVgDXAQM6RnAZAC37jA9t4MtGut/6sQYiFmyM+PFmmNzi5Ng6QfZ0Z6DPhnIUSCkR5/CrwVeBjoBP5Waz0jhPgisBkzHmMj8LvALcDh3Cbak29vA/DnQoingGeBbwsh/tcP8HguDl0iG+miV9r+e6W8TcsqrfWf/LD35YdFFatb3xCYIen3N279XpW2DvAZYDnGYfmvWusXnGf842xsX6bn02xA8sVJpV8FJvIhj38CvO9Ci3+cVdtzSGt9yw97H37YpOH7sZFey7n+SI8DX7rQ4v8wjHSZoKYn73sg+VJ3/tK/UH8koAvj0aK11kIILYSQudf7HXSZkf4Dkdb6jd971RxNAhWA3NPVL8REcNlGukwvTA8CP5s/fwNGvb0g/Yfx2i7T90d5JP9WYBnQAH5Faz38gusvM9Jluhh0WbVdpotClxnpMl0UusxIl+mi0GVGukwXhS4z0mW6KHSZkS7TRaHLjHSZLgpdZqTLdFHo/w+JWDf+V5NN1gAAAABJRU5ErkJggg==\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 in (\"Syt7\", \"Syngr3\", \"Trh\", \"Agt\"):\n", " sc.pl.spatial(data_normalized[data.obs.segmentation_labels == 5, :], color=gene, return_fig=True).savefig(f\"figures/3f_{gene}.svg\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "with pd.ExcelWriter(\"figures/table_s_mouse_brain.xlsx\") as ew:\n", " svg_full[[\"gene\", \"pval\", \"padj\"]].to_excel(ew, sheet_name=\"SV genes whole slice\", index=False)\n", " svg[[\"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", " data.obs[[\"segmentation_labels_default\", \"segmentation_labels\"]].reset_index().rename(columns={\"index\": \"spatial_barcode\", \"segmentation_labels\": \"region\", \"segmentation_labels_names\": \"region_name\"}).to_excel(ew, sheet_name=\"segmentation (counts)\", 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 }