{ "cells": [ { "cell_type": "markdown", "id": "d39dad31", "metadata": {}, "source": [ "# Tutorial 1: 10x Visium (DLPFC dataset)" ] }, { "cell_type": "markdown", "id": "4fd74ddd", "metadata": {}, "source": [ "Here we present our re-analysis of 151673 sample of the dorsolateral prefrontal cortex (DLPFC) dataset. Maynard et al. has manually annotated DLPFC layers and white matter (WM) based on the morphological features and gene markers.This tutorial demonstrates how to identify spatial domains on 10x Visium data using FlatST." ] }, { "cell_type": "markdown", "id": "7b6e89ae", "metadata": {}, "source": [ "## Import the necessary modules" ] }, { "cell_type": "code", "execution_count": 1, "id": "c948b217", "metadata": {}, "outputs": [], "source": [ "import scanpy as sc\n", "from sklearn import metrics\n", "import pandas as pd\n", "from sklearn import mixture\n", "import warnings\n", "warnings.filterwarnings(\"ignore\")\n", "import pandas as pd\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from sklearn.metrics.cluster import adjusted_rand_score\n", "import FlatST\n", "import tracemalloc\n", "import time\n", "from sklearn.metrics.cluster import normalized_mutual_info_score" ] }, { "cell_type": "markdown", "id": "591aee10", "metadata": {}, "source": [ "## Set the necessary parameters" ] }, { "cell_type": "code", "execution_count": 2, "id": "07267875", "metadata": {}, "outputs": [], "source": [ "# Set parameters\n", "number_list = [151507, 151508, 151509, 151510, 151669, 151670, 151671, 151672, 151673, 151674, 151675, 151676]\n", "regin_num = [7] * 4 + [5] * 4 + [7] * 4\n", "datadir = r'/mnt/mydisk/home/chenxd/lwfx/data/1_DLPFC'\n", "result_path = r'/mnt/mydisk/home/chenxd/lwfx/res/DLPCF'" ] }, { "cell_type": "markdown", "id": "f02161cb", "metadata": {}, "source": [ "## Run FlatST" ] }, { "cell_type": "code", "execution_count": 3, "id": "03f986b3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "------Calculating spatial graph...\n", "The graph contains 21038 edges, 3611 cells.\n", "5.8261 neighbors per cell on average.\n" ] }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Size of Input: (3611, 2910)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 1000/1000 [00:14<00:00, 68.40it/s]\n", "R[write to console]: __ __ \n", " ____ ___ _____/ /_ _______/ /_\n", " / __ `__ \\/ ___/ / / / / ___/ __/\n", " / / / / / / /__/ / /_/ (__ ) /_ \n", "/_/ /_/ /_/\\___/_/\\__,_/____/\\__/ version 6.1.1\n", "Type 'citation(\"mclust\")' for citing this R package in publications.\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "fitting ...\n", " |======================================================================| 100%\n", "Now is slice 151673 , 1 times\n", "memory blocks peak: 751.8354 MB\n", "time: 22.5458 s\n", "ARI:0.6794280914557531 NMI:0.7721770185114232\n" ] } ], "source": [ "for k in range(8,9):\n", " run_num = 1\n", " slice_num = number_list[k]\n", " target_num = regin_num[k]\n", " method = 'FlatST'\n", " # initial\n", " memory = [0] * run_num\n", " during_time = [0] * run_num\n", " ari_list = [0] * run_num\n", " nmi_list = [0] * run_num\n", " # save res\n", " new_adata = sc.read_h5ad(f'{datadir}/{slice_num}.h5ad')\n", "\n", " for i in range(run_num):\n", " tracemalloc.start()\n", " start_time = time.time()\n", "\n", " adata = sc.read_h5ad(f'{datadir}/{slice_num}.h5ad')\n", " adata.var_names_make_unique()\n", " adata = adata[~adata.obs.isna().any(axis=1)].copy()\n", " \n", " # Normalization\n", " sc.pp.highly_variable_genes(adata, flavor=\"seurat_v3\", n_top_genes=3000)\n", " sc.pp.normalize_total(adata, target_sum=1e4)\n", " sc.pp.log1p(adata)\n", "\n", " # Constructing the spatial network\n", " FlatST.Cal_Spatial_Net(adata, rad_cutoff=150)\n", " FlatST.Stats_Spatial_Net(adata)\n", " \n", " # Running FlatST\n", " adata = FlatST.train_FlatST(adata,n_epochs=1000,hidden_dims=[610,10],cuda_device=2,\n", " num_smooth_iterations=[5,0],keep_percent=0.97,initial_alpha=1.0,is_distribution=1.0,is_early_stopping=0) \n", " adata = FlatST.mclust_R(adata, used_obsm='FlatST', num_cluster=target_num)\n", " \n", " # Save relevant data\n", " new_adata.obs['pred_{}'.format(i+1)]=adata.obs['mclust']\n", " obs_df = adata.obs.dropna()\n", " ari = adjusted_rand_score(obs_df['mclust'], obs_df['Region'])\n", " nmi = normalized_mutual_info_score(obs_df['mclust'], obs_df['Region'])\n", " ari_list[i] = ari\n", " nmi_list[i] = nmi\n", " end_time = time.time()\n", " during = end_time - start_time\n", "\n", " size, peak = tracemalloc.get_traced_memory()\n", " tracemalloc.stop()\n", " \n", " memory[i] = peak / 1024 / 1024\n", " during_time[i] = during\n", "\n", " print('Now is slice {} , {} times'.format(slice_num,i+1))\n", " print('memory blocks peak:{:>10.4f} MB'.format(memory[i]))\n", " print('time: {:.4f} s'.format(during_time[i]))\n", " print('ARI:{}'.format(ari_list[i]), 'NMI:{}'.format(nmi))\n", "\n", " new_adata.uns['time'] = during_time\n", " new_adata.uns['memory'] = memory\n", " new_adata.uns['ari'] = ari_list\n", " new_adata.uns['nmi'] = nmi_list\n", " new_adata.write(f'{result_path}/{method}_{slice_num}.h5ad')" ] }, { "cell_type": "code", "execution_count": 4, "id": "51441ff3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 3611 × 33538\n", " obs: 'in_tissue', 'array_row', 'array_col', 'Region', 'mclust'\n", " var: 'gene_ids', 'feature_types', 'genome', 'highly_variable', 'highly_variable_rank', 'means', 'variances', 'variances_norm'\n", " uns: 'spatial', 'hvg', 'log1p', 'Spatial_Net'\n", " obsm: 'spatial', 'FlatST'" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata" ] }, { "cell_type": "markdown", "id": "902960c8", "metadata": {}, "source": [ "## Find the best-performing model" ] }, { "cell_type": "code", "execution_count": 5, "id": "b26790e7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "max ARI is 0.68, loc is 1\n" ] } ], "source": [ "# adata = sc.read_h5ad(f'{result_path}/{method}_{slice_num}.h5ad')\n", "adata = new_adata\n", "ari_array = np.array(adata.uns['ari'])\n", "a,a_loc = np.max(ari_array),np.argmax(ari_array)\n", "b,b_loc = np.min(ari_array),np.argmin(ari_array)\n", "print('max ARI is {:.2f}, loc is {}'.format(a,a_loc+1))" ] }, { "cell_type": "markdown", "id": "8d24cf20", "metadata": {}, "source": [ "## Draw the result" ] }, { "cell_type": "code", "execution_count": 6, "id": "b71d0fc3", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# The best\n", "plt.rcParams[\"figure.figsize\"] = (3, 3)\n", "sc.pl.spatial(adata, color=[\"Region\",\"pred_\" + str(a_loc+1)], title=[\"Region\",'FlatST (ARI=%.2f)'%a])" ] }, { "cell_type": "markdown", "id": "22395099", "metadata": {}, "source": [ "## Match colors" ] }, { "cell_type": "code", "execution_count": 7, "id": "f5b66b4d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{2: 'Layer6',\n", " 3: 'Layer3',\n", " 6: 'Layer5',\n", " 7: 'WM',\n", " 4: 'Layer1',\n", " 1: 'Layer2',\n", " 5: 'Layer4'}" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata = adata[~adata.obs['Region'].isna()]\n", "pred = 'pred_{}'.format(a_loc+1)\n", "dic = FlatST.find_region_mapping(adata,pred)\n", "dic" ] }, { "cell_type": "code", "execution_count": 8, "id": "c5e5f6a1", "metadata": {}, "outputs": [], "source": [ "# Map the numerical label of mclust to the Layer name\n", "adata.obs['mclust'] = adata.obs[pred].map(dic)\n", "# Force the category order of mclust to be exactly the same as that of Region\n", "region_order = adata.obs['Region'].astype('category').cat.categories.tolist()\n", "adata.obs['mclust'] = pd.Categorical(\n", " adata.obs['mclust'], \n", " categories=region_order # Key: Align the order with Region\n", ")" ] }, { "cell_type": "code", "execution_count": 9, "id": "c3f5fb4c", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.rcParams[\"figure.figsize\"] = (3, 3)\n", "sc.pl.spatial(adata, color=[\"Region\",\"mclust\"], title=[\"Region\",'FlatST (ARI=%.2f)'%a])" ] }, { "cell_type": "markdown", "id": "56191ea7", "metadata": {}, "source": [ "## Run_umap" ] }, { "cell_type": "code", "execution_count": null, "id": "0e7bce37", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "------Calculating spatial graph...\n", "The graph contains 21038 edges, 3611 cells.\n", "5.8261 neighbors per cell on average.\n" ] }, { "data": { "image/png": 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2qs6PnZ0dHjx4gOfPnytN7jWhq6ur9LkE+Ee4ALgPlz744AMEBAQo3aaid5LVfY3VhvLGWlf7L83Ozg4PHz5ESkoKWrRowcXbtm3L/REo+7ta1demXGWvOflzGhgYiLfffltpXfkBkzrymUYkZgBo0qQJBg8ejMGDB+PVq1cYOXIkNm3axA2kvGRkbW2Nq1evIi8vj3fUHBsby5UDJUcAMpkMSUlJvCelqp80AyVvwa9evYqpU6fyElZN3rJUh7W1NWQyGRISErh3BEDJBzs5OTncWGuqf//+CA8Ph1AohL+/f7n1bGxskJ+fDy8vrwrbO3XqFPT09LBz507e2+Pw8HC19FeuR48eOHbsGH777TdMmDChwrryI8K4uDiFo6q4uDiFI8bqMDc3h5GREWQyWaVzU1Z1XmPV+QNtZWWFuLg4hbj896Qm45UzNzeHgYFBufsRCoUq/cF85513EBERgd9++w2fffZZlbap6muzquRLMzo6OlVqs7J8VhmNuFZG2aUOIyMj2NjY8N7yGhgYAFB8K9W9e3dIpVLudDq577//HgKBAN27dwdQcjoNAPz444+8evv27atyP8v7q/rDDz9UuY2akJ8OVHZ/u3fv5pXXlKenJ6ZPn45FixahWbNm5dZ7//33cefOHW79vrScnBwUFxcDKJk3gUDAO880KSlJ4TSjmpK/dQwLC8OdO3cUyvPy8rB+/XoAgKOjIywsLHDgwAHe6+zChQuIiYlROFOkOrS0tNCnTx+cOnUK//zzj0J5RcsY1XmNyX8nqrK84evri6ioKN685Ofn49ChQ7C2tuatkatKS0sL3t7eOHfuHG/pKz09HceOHYO7u7vCkmNVvP/++2jfvj2+/fZb3ml3pZU9kq/qa7OqLCws0KVLFxw8eBCpqakK5aWf06rks8poxBGzv78/unTpAgcHBzRp0gR3797FqVOneB/MOTg4AACWL18OHx8faGlpwd/fH35+fvD09MT69evx7Nkz2Nvb4/Llyzh37hxGjx7Nvb2Qn9/8ww8/IDs7mztdTn4kUpWjD2NjY3Tu3Bk7duyARCJBixYtcPnyZaXrr7WhQ4cOCAgIwMGDB5GTk4POnTvj7t27OHLkCHr27ImuXbuqZT9CoRCff/55pfXGjh2LP/74AxMnTkRAQAAcHBxQUFCAf/75B6dOncK5c+dgbm4OX19f7N69G+PGjUO/fv2QkZGBH3/8ETY2Nnj8+LFa+gyUHM1s3rwZn376KUaOHIn33nsPbm5u0NHRwZMnT3Ds2DGYmppi5syZ0NHRQVBQEObNm4eRI0fC39+fO13O2tq6wtPZqmL27Nm4fv06PvzwQwwdOhTt27fHy5cvcf/+fVy9ehU3btxQul11XmPy34n169ejb9++0NHRQY8ePZR+UDZ+/HhERETgs88+w6hRo2BmZoajR48iKSkJmzZtKnfporpmzJiBK1euYPjw4Rg+fDi0tLRw8OBBiMVihXXgqpI/r2PHjsXw4cPRq1cveHh4wMDAACkpKfjjjz+QnJzMOzCp6muzOhYvXozhw4ejf//++PDDD/HGG28gPT0dkZGRePHiBX777TcAVctnldGIxDxq1Cj88ccfuHz5MsRiMaysrDBjxgyMHTuWq9O7d2+MGjWKe0vDGIO/vz+EQiG2bt2KjRs34vjx4zh8+DCsra0xd+5c7mwFuVWrVsHS0hIRERE4c+YMvLy8sH79erz33ntV/qbU119/jWXLluHHH38EYwze3t7Yvn17uetO6rZ8+XK0bt0aR44cwdmzZ2FpaYkJEyZUuBZcWwwMDLB3715s27YNJ0+exNGjR2FsbAxbW1tMnToVJiYmAIBu3bphxYoV2L59O1auXInWrVsjKCgIz549U2tiBko+zD169Ci+//57bp1PJpOhTZs2GDp0KO/snUGDBkFfXx/bt2/H2rVrYWhoiJ49e2LOnDlV+kZaRSwtLfHzzz9jy5YtOHPmDH766Sc0adIE7du3576cUp6qvsacnZ0xffp0HDhwAH/99RdkMhnOnTunNDFbWlriwIEDWLNmDfbt24eioiLY29sjLCysRu8OynrzzTexf/9+fP3119i2bRsYY3B2dsaaNWuUfvhYVW3btsWvv/6KPXv24OzZs7h48SIkEgksLS3h7OyMKVOmcB8EAlV/bVZH+/btER4ejs2bN+PIkSPIzs6Gubk53nrrLUyePJmrV5V8VhkBq4/VfA3y8OFDDBw4EGvWrMEHH3xQ390hhBDNWGOuK8qunPbDDz9AKBRW+o07QgipKxqxlFFXduzYgXv37qFr167Q0tLCxYsXcfHiRQwbNkztp1cRQoiqGtVSxuXLl7F582bExMQgPz8frVq1woABAzBx4kRoazeqv1GEEA3WqBIzIYS8DhrVGjMhhLwOKDETQoiGoYVVlHwPvri4GEKhUKNvx0NIY8QYg0wmg7a2ttq+CKPpKDGj5CLo5d1MlhCiGZycnDT+llnqQokZ/11Jy8nJqdxrFQAl15u9e/dupfWIIpo71TX2uZOPv7EcLQOUmAH8d50MLS2tKr3wq1qPKKK5U11jn7vGtMzYeP4EEULIa4ISMyGEaBhKzIQQomFojVnN0tLSKrwvmqmpaYUXnyeEEErMapSWlobAwHHIzcsvt46JsSF27dpByZkQUi5KzGqUk5OD3Lx8dO85GBaWLRTKM9JTcPFsOHJycigxE0LKRYm5FlhYtkDLVq0rr0gIIUpQYq6mrKwsxMTEKD2fNCEhodo3eSSEkLIoMVdDWloali1fCQiEEEDxZPeCgnwkJz+HRCKph94RQhoKSszVkJOTg4KCIrz3wUhYWLZUKH/y+B6OHNoFqZQSMyFEdZSYVVDeGnJ62ot66A0hpKGhL5gQQoiGocRMCCEahhIzIYRoGErMhBCiYSgxE0KIhqGzMuqYWCxGQkKC0jK6wBEhBKDEXKfycl8iLi4WCxYugZ6enkI5XeCIEAJQYq5ThYUFEAq10b3nIFhZt+GV0QWOCCFylJjrgblFM7rIESGkXBrz4d93330He3t7rFixgosVFRVh6dKl8PT0hKurK6ZOnYr09HTedsnJyRg/fjw6deqEbt26YdWqVXQhIULIa00jEnNUVBQOHDgAe3t7XnzlypX4888/sWHDBuzduxepqamYMmUKVy6VSjFhwgRIJBIcOHAAoaGhOHLkCDZu3FjXQyCEELWp98T86tUrzJkzB8uXL4eZmRkXz83NRXh4OEJCQtCtWzc4Ojpi5cqVuHPnDiIjIwEAly5dQnR0NNasWYOOHTvC19cX06dPx/79+yEWi+tpRIQQUjP1npi//PJL+Pr6wsvLixe/d+8eJBIJL96uXTtYWVlxiTkyMhIikQiWlpZcHR8fH+Tl5SE6OrrafZHJZLyf8mIlWJmfUlEGhbj88X/liu2UlDEwxpTuV13xsjH2b4fUEVe2T3m87DYNYUx19TzJ6zWkMVWn741NvX74FxERgQcPHuCXX35RKEtPT4eOjg5MTU15cQsLC6SlpXF1SidlANxjeZ3qiI+Ph0BQcp1lU1NTNG/eHOnp6dzNVZ89e8bVLSoqglQq5R7r6pac/saYDIWFRcjPL7nvn56ePrS0tJCfX4CiokKunDEZBAIBV6+wsADioiIwxiCRSJCYmMi1LRQKYWdnh4KCAiQnJ5fapy5sbGyQm5uL1NRULm5oaAgrKytkZWUhMzOTiysbEwCYm5vD3NwcL1684PoDAM2bN4epqSmSkpJ470CsrKxgaGiI+Ph43i+NjY0NtLW1ERsby5tXOzs77hrV8jluCGMqLi6uk+dJnqSys7NhaWnZIMYkV5XnqaioCI1NvSXm58+fY8WKFdi1a5fSc3rrg62trcKdSSwtLblkX/pDRcU+lyR0gUAIfX09GBoa8uKGhgbQ09PnygUC4b/xknr6+gbQ1dODQCCAjo4O7OzsFPpnYGCgNG5iYgJjY2OFeNOmTdGkSROFeOkxlfS5pI8tW/KvMS2Pt27dWmnc1tZWabxsH+Vjkm9Teo5f9zHVxfMklUoRFRXF1WkIYyrbl4rGJB9/Y1Jvifn+/fvIyMjAoEGDuJhUKsXNmzexf/9+7Ny5ExKJBDk5Obyj5oyMDO48X0tLS4UnTH7WhirnAguFQgiFQoWYsv9DyR1M5NGS11TZcgHw731PBIKycZQqE3A/Cm2rKV52jOqOl9cX+Talt3udx1ReXN1jkh8xl57D6vRdE8dUnbh8/I1JvSXmrl274vfff+fF5s2bBzs7O3z22Wdo1aoVdHR0cPXqVfTp0wcAEBsbi+TkZLi4uAAAXFxcEBYWhoyMDFhYWAAArly5AmNjY7Rv375Ox0MIIepSb4nZ2NgYIpGIFzM0NESTJk24+ODBgxEaGgozMzMYGxtj+fLlcHV15RKzj48P2rdvj7lz52LOnDlIS0vDhg0bMGLECOjq6tb1kAghRC00+pt/8+fPh1AoxLRp0yAWi+Hj44PFixdz5VpaWggLC8OSJUswbNgwGBgYICAgANOmTavHXhNCSM1oVGLeu3cv77Genh4WL17MS8ZlWVtbY/v27bXdNUIIqTP1fh4zIYQQPkrMhBCiYSgxE0KIhqHETAghGoYSMyGEaBhKzIQQomEoMRNCiIahxEwIIRqGEjMhhGgYSsyEEKJhVErMT58+VXc/CCGE/EulxNyrVy+MGjUKv/76a6O8uwAhhNQmlRLzkSNHYG9vj9DQUHh7e+OLL75odHcYIISQ2qJSYu7YsSMWLlyIv/76CytXrkRqaiqGDx+Ofv36Yffu3bx7fRFCCKmeGn34p62tjd69e2Pjxo0ICgpCQkICVq1aBV9fX8ydO5d3k0ZCCCFVU6PrMd+9exfh4eE4fvw4DAwMEBgYiCFDhiAlJQWbN2/G559/rvQO2IQQQsqnUmLevXs3Dh8+jLi4OHTv3p07SpbfUPGNN95AaGgo/Pz81NpZQghpDFRKzD/99BMGDx6MgIAANG/eXGkdc3NzrFixokadI4SQxkilxHz69OlK6+jq6iIgIECV5gkhpFFT6cO/8PBwnDhxQiF+4sQJHDlypMadIoSQxkylxPzdd9+hadOmCnELCwuEhYXVuFOEENKYqZSYk5OT0bp1a4W4lZUVnj9/XuV2fvzxR/Tv3x9ubm5wc3PDsGHDcOHCBa68qKgIS5cuhaenJ1xdXTF16lSkp6cr9GX8+PHo1KkTunXrhlWrVqG4uFiVYRFCiEZQKTFbWFjg8ePHCvFHjx6hSZMmVW6nZcuWCAoKwuHDhxEeHo6uXbti8uTJePLkCQBg5cqV+PPPP7Fhwwbs3bsXqampmDJlCre9VCrFhAkTIJFIcODAAYSGhuLIkSPYuHGjKsMihBCNoFJi9vf3x4oVK3Dt2jVIpVJIpVJcvXoVK1euhL+/f5Xb8fPzg6+vL2xtbdG2bVvMnDkThoaGiIyMRG5uLsLDwxESEoJu3brB0dERK1euxJ07dxAZGQkAuHTpEqKjo7FmzRp07NgRvr6+mD59Ovbv3w+xWKzK0AghpN6pdFbG9OnT8ezZM4wZMwba2iVNyGQyDBgwADNnzlSpI1KpFCdPnkR+fj5cXV1x7949SCQSeHl5cXXatWsHKysrREZGwsXFBZGRkRCJRLC0tOTq+Pj4YMmSJYiOjsZbb71VrT7IZDIIBALusVAohEwm45X/h5XZWsBFGStdLihVn5UqL9uOvIxxP6UJhUK1xfnjAAQCAQQCgVri+HcMZePyWOk5ft3HpCxeG2OS/1t6Dl/3MVWn72XLGgOVErOuri42bNiAuLg4PHr0CPr6+hCJRLC2tq52W48fP8ZHH32EoqIiGBoaYsuWLWjfvj0ePnwIHR0dmJqa8upbWFggLS0NAJCens5LygC4x/I61REfH8+9OE1NTdG8eXOkp6cjJycHAPDs2TOublFREaRSKfdYV1cPAMCYDIWFRcjPzwcA6OnpQ0tLC/n5BSgqKuTKGStJUPJ6hYUFEBcVgTEGiUSCxMRErm2hUAg7OzsUFBQgOTm51D51YWNjg9zcXN7X3w0NDWFlZYWsrCzedUuUjQkoOefc3NwcL1684PoDAM2bN4epqSmSkpJ470CsrKxgaGiI+Ph43i+NjY0NtLW1ERsby5tXOzs7SCQS3hw3hDEVFxfXyfMkT3DZ2dmwtLRsEGOSq8rz1BivYFmjr2S3bdsWbdu2rVEH2rZti6NHjyI3NxenTp1CcHAw9u3bV6M2VWVrawstLS1ezNLSkkv2pT9U1NPTK7N1SUIXCITQ19eDoaEhL25oaAA9PX2uXCAQ/hsvqaevbwBdPT0IBALo6OjAzs5OoX8GBgZK4yYmJjA2NlaIN23aVOmaf+kxlfS5pI8tW7bkj+jfeNkPeuVxW1tbpfGyfZSPSb5N6Tl+3cdUF8+TVCpFVFQUV6chjKlsXyoak3z8jYlKiVkqleLw4cO4du0aMjIyFN5q7Nmzp8pt6erqok2bNgAAR0dH3L17F3v27MH7778PiUSCnJwc3lFzRkYGmjVrBqDkSS77hMnP2pDXqQ6hUMh9rbx0TNn//1ui4BMAKHlNlS0XABCUKi/bjrxMwP0otK2meNkxqjteXl/k25Te7nUeU3lxdY9JfsRceg6r03dNHFN14mWXRBoDlT78W7FiBVauXAmpVIo333wTHTp04P3UhEwmg1gshqOjI3R0dHD16lWuLDY2FsnJyXBxcQEAuLi44J9//kFGRgZX58qVKzA2Nkb79u1r1A9CCKkvKh0xR0REYMOGDfD19a3Rzr/++mt0794drVq1wqtXr3Ds2DHcuHEDO3fuhImJCQYPHozQ0FCYmZnB2NgYy5cvh6urK5eYfXx80L59e8ydOxdz5sxBWloaNmzYgBEjRkBXV7dGfSOEkPqiUmLW0dGBjY1NjXeekZGB4OBgpKamwsTEBPb29ti5cye8vb0BAPPnz4dQKMS0adMgFovh4+ODxYsXc9traWkhLCwMS5YswbBhw2BgYICAgABMmzatxn0jhJD6olJiDgwMxJ49e/DFF1+Uu05VFStXrqywXE9PD4sXL+Yl47Ksra2xfft2lfugScRiMRISEsotNzU1VWntnBDyelEpMd+6dQvXr1/HxYsX8eabb3LnMstt3rxZLZ1rTPJyXyIuLhYLFi5RcsZHCRNjQ+zatYOSMyENnEqJ2dTUFL169VJ3Xxq1wsICCIXa6N5zEKys2yiUZ6Sn4OLZcOTk5FBiJqSBUykxf/XVV+ruB/mXuUUztGyleIEoQkjjofLNWIuLi3HlyhUcOHAAeXl5AICUlBS8evVKbZ0jhJDGSKUj5mfPnmHcuHF4/vw5xGIxvL29YWxsjO3bt0MsFuPLL79Udz8JIaTRUPkLJo6Ojrhx4wbvg6pevXrh2rVrauscIYQ0RiqflfHTTz8pfInD2toaKSkpaukYIYQ0ViodMZd3Kb4XL17AyMioxp0ihJDGTKXE7O3tjR9++IEXe/XqFTZt2lTjr2kTQkhjp1JiDgkJwe3bt9G3b1+IxWIEBQXBz88PKSkpCAoKUncfCSGkUVFpjblly5b49ddfERERgcePHyM/Px9DhgxB//79oa+vr+4+EkJIo6LyhfK1tbUxYMAAdfaFEEIIVEzMR48erbB84MCBqjRLCCEEKibmFStW8B4XFxejoKAAOjo6MDAwoMRMCCE1oFJivnnzpkIsPj4eS5YswdixY2vcKUIIacxUvlZGWba2tpg9e7bC0TQhhJDqUVtiBko+ECx9K3NCCCHVp9JSxrlz53iPGWNIS0vD/v374ebmppaOEUV0hxNCGgeVEvPkyZN5jwUCAczNzdG1a1cEBwerpWOEj+5wQkjjoVJifvTokbr7QSpBdzghpPFQ+QsmpH7QHU4Iafhq/dZS8+bNK7ds27ZtOH36NGJjY6Gvrw9XV1cEBQXBzs6Oq1NUVITQ0FAcP34cYrEYPj4+WLx4MSwtLbk6ycnJWLJkCa5fvw5DQ0MMHDgQs2fPVrhJLCGEvA5UylwPHjzAw4cPUVxcjLZt2wIoOY9ZKBTirbfe4uoJBIIK27lx4wZGjBgBJycnSKVSrFu3DmPHjkVERAQMDQ0BACtXrsSFCxewYcMGmJiYYNmyZZgyZQoOHDgAAJBKpZgwYQIsLS1x4MABpKamIjg4GDo6Opg1a5YqwyOEkHqlUmL28/ODkZERVq1aBTMzMwDAy5cvMW/ePHh4eCAwMLBK7ezcuZP3ODQ0FN26dcP9+/fRuXNn5ObmIjw8HGvXrkW3bt0AlCTqvn37IjIyEi4uLrh06RKio6Oxe/duWFpaomPHjpg+fTrWrl2LKVOmKFzMnxBCNJ1K5zHv2rULs2fP5pIyAJiZmWHGjBnYtWuXyp3Jzc3l2gKAe/fuQSKRwMvLi6vTrl07WFlZITIyEgAQGRkJkUjEW9rw8fFBXl4eoqOjq7V/+Q0ASt8IQFmsBCvzUyrKoBCXP/6vXLEdXri89lnZsv/qM/BvYsAYq9KY2L8dUkdc2T7l8bLbVNTH6sbra0zq6HtVxiSv15DGVJ2+NzYqHTHn5eUhMzNTIZ6ZmanyXbJlMhlWrlwJNzc3iEQiAEB6ejp0dHRgamrKq2thYYG0tDSuTumkDIB7LK9TVfHx8dzyi6mpKZo3b4709HTk5OQAKLkJrVxRURGkUin3WFe35BQ2xmQoLCxCfn4+AEBPTx9aWlrIzy9AUVEhV86YDAKBgKsnL2OspI2CgoJSPSvpEwPjtS0QCGFgYIDi4mIUFhZAXFSExMREGBkZwcrKCllZWbznSdmYAMDc3Bzm5uZ48eIF1zYANG/eHKampkhKSoJYLObiVlZWMDQ0RHx8PO+XxsbGBtra2oiNjeXNq52dHSQSCW+OhUIh7OzsUFBQgOTk5FLzqAsbGxvk5ubyvqxkaGiocWMqLi5GYmIiF6utMcmTVHZ2NiwtLRvEmOSq8jwVFRWhsVEpMffq1Qvz5s1DSEgInJ2dAQB///03Vq9ejd69e6vUkaVLl+LJkyf48ccfVdpeHWxtbaGlpcWLWVpacom+uLiYiyueS1ySPAUCIfT19bg1cnnc0NAAenr6XLlAIPw3bvhveyVlAkFJG/9tX3oPgjJtl9DW1oa+vgF09fRgY2ODli1bAgCaNm2KJk2aKLRTekwlfS7po3y7svHWrVsrjdva2iqNl/7wVh7X0dHhtik9xwYGBgr1AcDExATGxsYKcU0bk7K+q3tMUqkUUVFRXJ2GMKayfaloTPLxNyYqJealS5di1apVmD17NpestLS0MGTIEMydO7fa7X355Zc4f/489u3bx3uCLC0tIZFIkJOTwztqzsjI4M7VtbS0VHjS0tPTAaDa5/MKhUIIhUKFmLL/yxNuWQIAJa+psuUClKRWeXnZdgRltiinfaVt/7d96TEIBAKlH8CWHaO648r2KY+VnePy+ljdeH2Mqby4usckP2IuPYfV6bsmjqk6cfn4GxOVErOBgQGWLFmCuXPncm97bGxslB7lVYQxhmXLluHMmTPYu3cv3njjDV65o6MjdHR0cPXqVfTp0wcAEBsbi+TkZLi4uAAAXFxcEBYWhoyMDFhYWAAArly5AmNjY7Rv316V4RFCSL2q0Ym+aWlpSEtLQ+fOnaGvrw/GWKWnyJW2dOlSHDt2DN9++y2MjIy4NWETExPo6+vDxMQEgwcPRmhoKMzMzGBsbIzly5fD1dWVS8w+Pj5o37495s6dizlz5iAtLQ0bNmzAiBEj6IwMQshrSaXEnJWVhRkzZuD69esQCAQ4ffo03njjDcyfPx9mZmYICQmpUjs//fQTAGDUqFG8+FdffYVBgwYBAObPnw+hUIhp06bxvmAip6WlhbCwMCxZsgTDhg2DgYEBAgICMG3aNFWGRggh9U7lb/5pa2vj/PnzeP/997l43759ERoaWuXE/Pjx40rr6OnpYfHixbxkXJa1tTW2b99epX0SQoimUykxX758GTt37lT4JNXW1pZ3Sg0hhJDqU+kLJvn5+dDX11eIZ2dn07ouIYTUkEqJ2cPDQ+FO2TKZDDt27ICnp6c6+kUIIY2WSksZc+bMwZgxY7ivTK9ZswbR0dF4+fIl94EeIYQQ1aiUmEUiEU6dOoV9+/bByMgI+fn56NWrF0aMGIHmzZuru4+kiujWU4Q0DNVOzBKJBOPGjcPSpUsxadKk2ugTUQHdeoqQhqPaiVlHR6dKp7mRukW3niKk4VBpKeODDz7AL7/8gqCgIHX3h9RQRbeeqmipg5Y5CNEcKiVmqVSKn376CVeuXIGjoyMMDAx45RXdTorUj8qWOmiZgxDNUa3E/PTpU1hbW+Off/7hbiEVFxfHq1Oda2WQulPRUgctcxCiWaqVmHv37o1Lly5h7969AIAZM2Zg4cKFCheqJ5qL7rJNiOar1hdMyl4X9eLFi2XutEEIIaSmVPrmn1xjvIA1IYTUtmol5vLuSkAIIUR9qrXGzBhDSEgId6EisViMJUuWKJyVsXnzZvX1kBBCGplqJeaAgADe4w8++ECtnSGEEFLNxPzVV1/VVj9IPaPrbBCiOWp0zz/SMNB1NgjRLJSYCV1ngxANQ4mZcOjLJ4Rohhqdx1xTN2/exMSJE+Hj4wN7e3ucPXuWV84YwzfffAMfHx84OztjzJgxiI+P59XJzs7G7Nmz4ebmBg8PD8yfPx+vXr2qw1EQQoh61Wtizs/Ph729fbl3wN6+fTv27t2LJUuW4NChQzAwMMDYsWNRVFTE1QkKCkJ0dDR2796NsLAw/O9//8MXX3xRV0MghBC1q9fE7Ovri5kzZ6JXr14KZYwx7NmzB5MmTULPnj3RoUMHrF69GqmpqdyRdUxMDP766y8sX74cnTp1goeHBxYuXIiIiAikpKTU9XAIIUQtNHaNOSkpCWlpafDy8uJiJiYm6NSpE+7cuQN/f3/cuXMHpqamcHJy4up4eXlBKBQiKipKacKviEwm432zUSgUQiaT8cr/U/br6AIuWvJNdcaL/1tSqrxsO6xMi8q/7s5vm98+f9+l91u2fdXalslk3BwJBIIy8/HflQXLflVfIBBwsdJzLBQKwRhTqK9KXFlfyutjdePljUlZvDbGJP+39By+7mOqTt/LljUGGpuY09LSAAAWFha8uIWFBdLT0wEA6enpMDc355Vra2vDzMyM27464uPjuRenqakpmjdvjvT0dOTk5AAAnj17xtUtKiqCVCrlHuvqlpxmxpgMhYVFyM/PBwDo6elDS0sL+fkFKCoq5MoZK0lQ8nryMsZK2uBfHEqe9BmvbYFACAMDAxQXF/PaLioqgp6ePiQSCSQSMde+/C+CWCxGcXEx13pxsQRAyW3D5G3Lx6StrY2iwiK8ysvFtWvXkJiYiBYtWsDAwACJiYncL42xsTFcXV2hra2N2NhY3rza2dlBIpHw5lgoFMLOzg4FBQVITk4utU9d2NjYIDc3F6mpqVzc0NAQVlZWyMrKQmZmJhdX9jwBgLm5OczNzfHixQvemJo3bw5TU1MkJSVBLBZzcSsrKxgaGiI+Pp6XCGxsbModU3FxMRITE7lYbY1JnuCys7NhaWnZIMYkV5XnqfTSZWOhsYm5Ptja2kJLS4sXs7S05C5rWjqZKZ7vW5I8BQIh9PX1YGhoyIsbGhpAT0+fKxcIhP/GDf9tr6RMIChp47/tS+9BUKbtEtra2ry25X3T0dGBjo421z7+/aOjq6vLfa2+ZHsdrj6/7ZL6Ekkhnj17hm+3boeunp7CsTjw73nOO7ejWbNmsLOz4/dbIICOTsk+ys6xgYGBQn2g5N2RsbGxQrxp06Zo0qSJQrz08yTfJwC0bNlSoS8A0Lp1a6VxW1tbpfHyxqSs7+oek1QqRVRUFFenIYypbF8qGpN8/I2JxiZm+fmyGRkZvDtvZ2RkoEOHDgBKnuTSf5WBkuT58uVLlc63FQqFEAqFCjFl///vbT6fAPL8V7ZcgJLUyuXHMu0IymxRTvtK2/5ve8VyZe1Xr+3CwsIqneecm5uL5s2bK73QVenli9LzWN6FsaobL/u8qTte3sW71NH3ysYkP2IuPYfV6bsmjqk68cZ4Fct6/fCvIq1bt0azZs1w9epVLpaXl4e///4brq6uAABXV1fk5OTg3r17XJ1r165BJpPB2dm5zvvc0MnPcy77Y2HZor67RkiDUq9HzK9eveKtZyUlJeHhw4cwMzODlZUVPvnkE2zduhVt2rRB69at8c0336B58+bo2bMnAKBdu3Z4++23sWjRIixduhQSiQTLli2Dv78/WrSgZEEIeT3Va2K+d+8ePvnkE+6x/CJJAQEBCA0NxWeffYaCggJ88cUXyMnJgbu7O3bs2MFb3127di2WLVuG0aNHQygUonfv3li4cGGdj6Wxq+wiSEZGRnXYG0Jeb/WamD09PfH48eNyywUCAaZPn47p06eXW6dJkyb4+uuva6N7pIqqchEkHR0tjBo5HCYmJgofsNKV6wjh09gP/8jro7KLICUmROPH7zdi3YbNMDPbo/AxJ125jhA+SsxEbcq7CFJ62gsIhFp4228g2r/ZAaXP/KAr1xGiiBIzqTNNm1qiRavWCkfMhBA+Ssyk3lX2waFYLOZ9IaYsWqMmDQ0lZlKvKvvgUCwWIzExAba2baGtrfzlSmvUpKGhxEzqVWUfHD55fA8JCbvg3WMA3V2FNBqUmIlGqOiDw4rKCWmINPYr2YQQ0lhRYiaEEA1DiZkQQjQMrTGT115lp9vR6XTkdUOJmbzWqnKdjto8nS4tLY13R46y6I8CUQUlZvJaq+x0u4z0FJw9/hPu3r2LNm0Uy2uSONPS0hAYOA65efnl1tHV0cLy5V8q3CKtpvsmDRslZtIglHc6XWVH1DU5ms7JyUFuXj669xys9GYB8os3TZ8RpHTfFSVtgBJ3Y0aJmTRoFR1RV3Y0DVT8dfCEhAQUFxfDwrJFuedgl7fvypI28N8fjbI3HCYNHyVm0igoO6Ku6dfBCwrykZz8nLsDeHX2XVHSBvjfaKTE3PhQYiaNVk2/Dv7k8T0cObQLUmnFibki9I1GogwlZtLoqfp1cHk5IepGXzAhhBANQ4mZkNdYQUEBXr58CZlMVt9dIWpEiZkQDSWVSpGbm4uXL18iPz8fL1++5CXhgoICnDh5GseOn0JG5st67i1Rpwazxrx//37s3LkTaWlp6NChAxYtWgRnZ+f67hYhKhGLi5CXl4fzFy/DxCQKycnPEZ/4DEKhEG/7+MDM1AgymQwFhUWwaSMCBFqVN0peGw3iiPn48eP46quvMHnyZBw5cgQdOnTA2LFjkZGRUd9dI0QlUmkxhNq6eKPNm7Br9xaKiwGbNiLY2nXEn+cv4tjxU3j2PB1isRQCoRD/+99N5OXlAQCKi4u5dgoKCrgj7NzcXKX/L12/su2U1SXq1yAS8+7du/Hhhx9i8ODBaN++PZYuXQp9fX2Eh4fXd9cIqREDAwNoaWsjNTUFWtraYEyGmJg4tGhli8zsfMTFxSMrMxOnT59GTNxTPE/JxPUbt1BQUICMjAwcOfob4hKeITb+GTZtDsPDx7G8/z9PycTFvy7jxYsXKCgoAIBytyvddn5+PjIzM/Hy5Utuu/z8fO7/pVU3ThrAUoZYLMb9+/cxYcIELiYUCuHl5YU7d+5UqQ3GGABAIpHwPkQRCoW8x1KpFPr6+niZlQYtYdk7PQuQl5MNfQMDvMzORFpKEhf/dy/Iy8kqVf6MiwPgynJeyssYr/W8nGwYKLT9X/v8tpN4+1VsP6kW2y6/73m5WUh/kQQIBFz7NZkz+b5V7XtV21Y2Z7X9fIsL82Fl/QbAGGTSYrR+wwbS4mIUFLxCfn4eJOIi6OpowcamDYqLJdDW0kZSUgqysl/h0YMH0DcwQvSTfxB17wHMLa3BmBSZWdmIj0+ClrYQWf/+PyU1E3/9dQUxMXHQ0dGFm7sHHj64i6i7/22XlZWN+IRnSEvP5tp+mpiARw8fokXLVhAIADc3DyQkxCE/Pxce7m4QCAQoKBRDW0cX/zz+h4sDQGGRhIsXS8To1ctP4Qs+AoEAAoEAMpkMUqm0ZOYYf44aMgF7zUebkpKC7t2748CBA3B1deXiq1evxs2bN/Hzzz9X2oZYLMbdu3drs5uEkBpycnKq8G7pDclrf8SsDtra2nBycoJQKIRAUPZImBBSnxhjkMlk5d4lvSF67UfatGlTaGlpKXzQl5GRAUtLyyq1IRQKG81fYkKI5nvtP/zT1dWFg4MDrl69ysVkMhmuXr3KW9oghJDXxWt/xAwAn376KYKDg+Ho6AhnZ2f88MMPKCgowKBBg+q7a4QQUm0NIjH37dsXmZmZ2LhxI9LS0tCxY0fs2LGjyksZhBCiSV77szIIIaShee3XmAkhpKGhxEwIIRqGEjMhhGgYSsyEEKJhGn1i3r9/P/z8/ODk5IShQ4ciKiqqwvonTpzAe++9BycnJ/Tv3x8XLlzglTPG8M0338DHxwfOzs4YM2YM4uPja3EE9Ufdc3f69GkEBgbC09MT9vb2ePjwYW12v16pc+4kEgnWrFmD/v37w8XFBT4+Ppg7dy5SUlJqexiktrBGLCIigjk4OLBffvmFPXnyhC1cuJB5eHiw9PR0pfVv3brFOnbsyLZv386io6PZ+vXrmYODA3v8+DFXZ9u2bczd3Z2dOXOGPXz4kE2cOJH5+fmxwsLCuhpWnaiNuTty5AjbtGkTO3ToEBOJROzBgwd1NZw6pe65y8nJYWPGjGEREREsJiaG3blzhw0ZMoQFBATU5bCIGjXqxDxkyBC2dOlS7rFUKmU+Pj5s27ZtSutPnz6djR8/nhcbOnQoW7RoEWOMMZlMxry9vdmOHTu48pycHObo6MiOHTtWCyOoP+qeu9KePn3aoBNzbc6d3N9//81EIhF79uyZejpN6lSjXcqQXy7Uy8uLi1V2udDIyEh069aNF/Px8UFkZCQAICkpCWlpabw2TUxM0KlTpypfgvR1UBtz11jU1dzl5eVBIBDA1NRULf0mdavRJuasrCxIpVJYWFjw4hYWFkhPT1e6TXp6usK3CUvXT0tL42JVbfN1VBtz11jUxdwVFRVh7dq18Pf3h7GxsXo6TupUo03MhDREEokE06dPB2MMS5cure/uEBU12sSsyuVCLS0tFY5SStdv1qwZF6tqm6+j2pi7xqI2504ikWDGjBlITk7Grl276Gj5NdZoE7Mqlwt1cXHBtWvXeLErV67AxcUFANC6dWs0a9aM12ZeXh7+/vvvBnUJ0tqYu8aituZOnpQTEhLw/fffo2nTprXSf1JH6vvTx/oUERHBHB0d2eHDh1l0dDRbtGgR8/DwYGlpaYwxxubMmcPWrl3L1b916xZ766232M6dO1l0dDTbuHGj0tPlPDw82NmzZ9mjR4/YpEmTGuzpcuqeu6ysLPbgwQN2/vx5JhKJWEREBHvw4AFLTU2t8/HVJnXPnVgsZhMnTmTdu3dnDx8+ZKmpqdxPUVFRvYyR1EyjTsyMMbZ37172zjvvMAcHBzZkyBAWGRnJlY0cOZIFBwfz6h8/fpz17t2bOTg4MH9/f3b+/HleuUwmYxs2bGBeXl7M0dGRjR49msXGxtbJWOqauucuPDyciUQihZ+NGzfWyXjqkjrnTn56obKfa9eu1dmYiPrQZT8JIUTDNNo1ZkII0VSUmAkhRMNQYiaEEA1DiZkQQjQMJWZCCNEwlJgJIUTDUGImhBANQ4mZEEI0DCXmWnD9+nXY29sjJyenvrtC/qWu50STnttbt26hf//+cHBwwOeff17f3SFqpF3fHXjd2NvbV1g+ZcoUdOnSpY56Q2rTqFGj0KFDByxYsICLubq64tKlSzAxManHnpUIDQ1Fhw4dsH37dhgaGtZ3d4gaUWKupkuXLnH/P378ODZu3IiTJ09yMUNDQ9y7d68+utbgicVi6Orq8mKMMUilUmhr181LWVdXl7u8a31LTEzERx99hJYtW9Z3V4ia0VJGNTVr1oz7MTExgUAg4MWMjIy4uvfv38egQYPQqVMnfPTRR4iNjeW1dfbsWQQEBMDJyQnvvvsuNm/ejOLi4nL3HRISgs8//xxhYWHw8vKCh4cHt82qVavQpUsXdO/eHeHh4bztnj9/junTp8PDwwNdunTBpEmTkJSUxJVHRUXh008/haenJ9zd3TFy5Ejcv3+f14a9vT1+/vlnTJ48GZ06dULv3r1x7ty5CudKLBZjzZo18PX1haOjI3r16oWff/6ZK79x4waGDBkCR0dH+Pj4YO3atbzxjxo1Cl9++SVWrFgBT09PjB07lltKuHDhAgYNGgQnJyfcunULMpkM27Ztg5+fH5ydnfHBBx/w/mCWlZWVhVmzZuHtt99Gp06d0L9/fxw7dow31zdu3MCePXtgb28Pe3t7JCUlKV3KOHXqFPz9/eHo6Ag/Pz/s2rWLty8/Pz+EhYVh3rx5cHV1xTvvvIODBw9WOnfLly9Ht27d4OTkhI8//pi7k3ZSUhLs7e2RnZ2N+fPnw97eHocPH1baTmpqKsaPHw9nZ2f4+fnh999/h5+fH77//nuuTk5ODhYsWICuXbvCzc0Nn3zyCR49esSVb9q0CQMGDMDRo0fh5+cHd3d3zJw5E3l5eVydyub/5cuXmD17Nrp27QpnZ2f07t1b4XVKSqnniyi91sLDw5m7u7tC/Nq1a0wkErGhQ4ey69evsydPnrDhw4ezYcOGcXVu3rzJ3Nzc2OHDh1liYiK7dOkS69GjB9u0aVO5+wsODmaurq5s6dKlLCYmhv38889MJBKxwMBAtnXrVhYXF8e2bNnCHBwc2PPnzxljJZeEfP/999m8efPYo0ePWHR0NJs1axbr06cPd0nIK1eusKNHj7Lo6GgWHR3N5s+fz7y8vFhubi63b5FIxLp3785+//13Fh8fz5YtW8ZcXFxYVlZWuf2dPn068/X1ZadPn2aJiYnsypUrLCIigjHG2IsXL1inTp3YkiVLWHR0NDtz5gzz9PTkXUlu5MiRzMXFha1atYrFxMSwmJgYbm779+/PLl26xBISElhWVhb79ttv2XvvvccuXrzIEhMTWXh4OHN0dGTXr1/nPScvX77k9r9jxw724MEDlpiYyPbs2cM6duzI/v77b8ZYyU10hw0bxhYuXMhdQrO4uFihnbt377IOHTqwzZs3s9jYWBYeHs6cnZ1ZeHg4N44ePXqwLl26sH379rH4+Hi2bds21qFDBxYTE1Pu3C1btoz5+Piw8+fPsydPnrDg4GDWuXNnlpWVxYqLi1lqaipzc3Nj33//PUtNTWUFBQVK2xkzZgwbMGAAi4yMZPfu3WMjR45kzs7ObPfu3bw6EyZMYFFRUSwuLo6FhoayLl26cM/txo0bmYuLC5syZQp7/Pgxu3nzJvP29mbr1q3j2qhs/pcuXcoGDBjAoqKi2NOnT9nly5fZuXPnyh1/Y0eJuQYqS8xXrlzhYvJrDMuvyzx69GgWFhbG2+7o0aPM29u73P0FBwezHj16MKlUysX69OnDhg8fzj0uLi5mLi4u3F25jx49yvr06cNkMhlXp6ioiDk7O7O//vpL6X6kUilzdXVlf/zxBxcTiURs/fr13ONXr14xkUjELly4oLSN2NhYJhKJ2OXLl5WWr1u3TqFf+/btYy4uLtz4Ro4cyQYOHMjbTj63Z86c4Y2nU6dO7Pbt27y68+fPZ7NmzeJtJ0+oyowfP56FhoZyj0eOHMmWL1+udP/ydmbNmsU+/fRTXp1Vq1axvn37co979OjBgoKCuMcymYx169aN/fjjj0r78erVK+bg4MB+++03LiYWi5mPjw/bvn07F3N3d+f9ASgrOjqaiUQiFhUVxcXi4+OZSCTiErP8AKHsdZt79uzJDhw4wBgrScydOnXi/aFetWoVGzp0KGOsavM/YcIEFhISUm5fCR+tMdei0h8Ulr7tlJWVFR49eoTbt28jLCyMqyOVSlFUVISCggIYGBgobbN9+/YQCv9bgbK0tMSbb77JPdbS0kKTJk24Wxc9evQIiYmJcHNz47VTVFSExMREACU3+9ywYQNu3LiBjIwMyGQyFBQUIDk5udzxGBoawtjYGJmZmUr7+fDhQ2hpaaFz585Ky2NiYuDq6gqBQMDF3N3dkZ+fjxcvXsDKygoA4ODgoHR7Jycn7v8JCQkoKChAYGAgr45EIkHHjh2Vbi+VShEWFoaTJ08iJSUFEokEYrEY+vr6SuuXJzY2Fu+++y4v5ubmhj179kAqlUJLSwsAf+4EAgEsLS0Vbi8ll5iYCIlEwnvOdHR04OzsjJiYmCr3LS4uDtra2rw5bNOmDczMzLjHjx8/Rn5+Pjw9PXnbFhYWcq8PALC2tubdqqp58+Zc/6sy/x9//DGmTZuGBw8ewNvbGz179lR4TZL/UGKuRaU/kJInIJlMBgDIz8/H1KlT0bt3b4Xt9PT0qtSmvF1lsdL7cXBwwNq1axXaMjc3BwAEBwcjOzsbCxYsgJWVFXR1dTFs2DBIJBJefR0dnXL3U1Z1E1x5yvsDVTqen58PANi2bRtatGjBq1f2w0K5nTt3Ys+ePdwarYGBAVauXKkwZnVR9hwxDbgU+qtXr9CsWTPs3btXoaz0mSfKPlyV978q8+/r64s///wTFy5cwOXLlzFmzBiMGDECwcHBahtLQ0KJuZ689dZbiIuLQ5s2bWp1Pw4ODjhx4gQsLCzKvTnn7du3sXjxYvj6+gIo+bAwKyurRvsViUSQyWS4efMmvLy8FMrbtWuHU6dOgTHG/dG6desWjIyMqn2WQbt27aCrq4vk5OQqn6p4+/ZtvPvuuxgwYACAkj+Y8fHxaNeuHVdHR0en3D88cnZ2drh9+7ZC27a2ttzRcnXZ2NhAR0cHt2/fhrW1NYCSo8+7d+9i9OjRVW6nbdu2KC4uxoMHD+Do6Aig5Oj25cuXXB0HBwekp6dDS0sLrVu3Vqm/VZ1/c3NzBAQEICAgAAcOHMDq1aspMZeDzsqoJ5MnT8avv/6KzZs348mTJ4iJiUFERATWr1+v1v30798fTZs2xaRJk/C///0PT58+xfXr17F8+XK8ePECAGBra4vffvsNMTEx+PvvvxEUFFTjI97WrVsjICAA8+fPx9mzZ7n9Hj9+HAAwfPhwvHjxAsuWLUNMTAzOnj2LTZs24dNPP+Ut1VSFsbExAgMD8dVXX+HIkSNITEzE/fv3sXfvXhw5ckTpNm3atMGVK1dw+/ZtxMTE4IsvvlC4E7W1tTX+/vtvJCUlITMzU2mSDgwMxNWrV7FlyxbExcXhyJEj2L9/v8Lb+uowNDTExx9/jNWrV+PixYuIjo7GokWLUFhYiCFDhlS5nXbt2sHLywtffPEFoqKi8ODBAyxatAj6+vrcH0MvLy+4uLhg8uTJuHTpEpKSknD79m2sX78ed+/erdJ+qjL/33zzDc6ePYuEhAQ8efIE58+f5/0RJHx0xFxP3n77bYSFhWHLli3Yvn07tLW1YWdnh6FDh6p1PwYGBti3bx/Wrl2LKVOm4NWrV2jRogW6devGHUGvWLECixYtQkBAAFq1aoWZM2di9erVNd73kiVLsG7dOixZsgTZ2dmwsrLChAkTAAAtWrTAd999h9WrV+PQoUNo0qQJhgwZgkmTJqm0rxkzZsDc3Bzbtm1DUlISTExM8NZbb2HixIlK60+aNAlPnz7F2LFjYWBggA8//BA9e/ZEbm4uVycwMBAhISHw9/dHYWGh0tMDHRwcsGHDBmzcuBFbt25Fs2bNMG3aNAwaNEilccgFBQWBMYa5c+fi1atXcHR0xI4dO3jrw1WxatUqLFiwACNGjECzZs0wa9YsREdHc8tlAoEA3333HTZs2IB58+YhKysLlpaW8PDwgKWlZZX3U9n86+joYN26dXj27Bn09fXh7u6OdevWVWssjQnd84+QRuTFixfw9fXF999/j27dutV3d0g56IiZkAbs6tWryM/Ph0gkQlpaGtasWQNra2t4eHjUd9dIBSgxE9KAFRcXY/369Xj69CmMjIzg6uqKtWvXKpxhQzQLLWUQQoiGobMyCCFEw1BiJoQQDUOJmRBCNAwlZkII0TCUmAkhRMNQYiaEEA1DiZkQQjQMJWZCCNEw/wcjIuLiJ2ziIgAAAABJRU5ErkJggg==", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for k in range(8,9):\n", " run_num = 1\n", " slice_num = number_list[k]\n", " target_num = regin_num[k]\n", " method = 'FlatST'\n", " adata = sc.read_h5ad(f'{datadir}/{slice_num}.h5ad')\n", "\n", " for i in range(run_num):\n", " adata = sc.read_h5ad(f'{datadir}/{slice_num}.h5ad')\n", " adata.var_names_make_unique()\n", " adata = adata[~adata.obs.isna().any(axis=1)].copy()\n", " # Normalization\n", " sc.pp.highly_variable_genes(adata, flavor=\"seurat_v3\", n_top_genes=3000)\n", " sc.pp.normalize_total(adata, target_sum=1e4)\n", " sc.pp.log1p(adata)\n", "\n", " # Constructing the spatial network\n", " FlatST.Cal_Spatial_Net(adata, rad_cutoff=150)\n", "\n", " # Running FlatST\n", " adata = FlatST.train_FlatST(adata,n_epochs=1000,hidden_dims=[610,10],cuda_device=2,\n", " num_smooth_iterations=[5,0],keep_percent=0.97,initial_alpha=1.0,is_distribution=1.0,is_early_stopping=0) \n", " adata = FlatST.mclust_R(adata, used_obsm='FlatST', num_cluster=target_num)\n", "\n", " adata = adata[~adata.obs['Region'].isna()]\n", " sc.pp.neighbors(adata, use_rep='FlatST')\n", " sc.tl.umap(adata)\n", " \n", " pred = 'mclust'\n", " dic = FlatST.find_region_mapping(adata, pred)\n", " adata.obs['mclust'] = adata.obs[pred].map(dic)\n", " region_order = adata.obs['Region'].astype('category').cat.categories.tolist()\n", " adata.obs['mclust'] = pd.Categorical(\n", " adata.obs['mclust'],\n", " categories=region_order\n", " )\n", " \n", " used_adata = adata[adata.obs['mclust']!='nan',]\n", " used_adata = used_adata[used_adata.obs['mclust'].notna()]\n", " \n", " sc.tl.paga(used_adata, groups='mclust')\n", " plt.rcParams[\"figure.figsize\"] = (4,3)\n", " sc.pl.paga_compare(used_adata, legend_fontsize=10, frameon=False, size=20,\n", " title=str(slice_num)+'_FlatST', legend_fontoutline=2, show=False)" ] }, { "cell_type": "code", "execution_count": null, "id": "53727dca", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "c0a7e785", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "STAGATE", "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": "3.9.0" } }, "nbformat": 4, "nbformat_minor": 5 }