{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Sub-clustering and LRP weight plot" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import copy\n", "import numpy as np\n", "import pandas as pd\n", "import scanpy as sc\n", "import os.path as osp\n", "import matplotlib.pyplot as plt\n", "from typing import List, Union, Literal\n", "\n", "import STCase\n", "\n", "# Define input parameters directly or through interactive widgets\n", "class Args:\n", " def __init__(self, root: str, ds_dir: str, ds_name: str,\n", " h5_name: str, label_col_name: str, n_nei: int, target_types: List[str]=[],\n", " bad_types: List[str]=[], n_clusters: int=-1, alpha: float=0.0, reso: float=None,\n", " init: Union[Literal[\"one\"], Literal[\"std\"], Literal[\"re_sum\"], Literal[\"sum\"]]='one', \n", " gpu: int=0, use_gpu: bool=False, wo_anno: bool=False, region_col_name: str='NULL'):\n", " self.root = root\n", " self.ds_dir = ds_dir\n", " self.ds_name = ds_name\n", " self.h5_name = h5_name\n", " self.label_col_name = label_col_name\n", " self.target_types = target_types\n", " self.bad_types = bad_types\n", " self.n_nei = n_nei\n", " self.n_clusters = n_clusters\n", " self.alpha = alpha\n", " self.reso = reso\n", " self.init = init\n", " self.gpu = gpu\n", " self.use_gpu = use_gpu\n", " self.wo_anno = wo_anno\n", " self.region_col_name = region_col_name\n", "\n", "# Usage:\n", "test_args = Args(root='./tests/', ds_dir='datasets/', ds_name='NC_OSCC_s1', \n", " h5_name='s1_nohvg_stringent', target_types=['SCC'], \n", " gpu=1, use_gpu=True, n_nei=6, n_clusters=3, alpha=0.25,\n", " label_col_name='cell_type', region_col_name='cluster_annotations')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Prepare args for sub-clustering" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Input ST data: AnnData object with n_obs × n_vars = 1131 × 18100\n",
       "    obs: 'pathologist_anno.x', 'sample_id.x', 'cluster_annotations', 'cell_type', 'n_genes_by_counts', \n",
       "'log1p_n_genes_by_counts', 'total_counts', 'log1p_total_counts', 'pct_counts_in_top_50_genes', \n",
       "'pct_counts_in_top_100_genes', 'pct_counts_in_top_200_genes', 'pct_counts_in_top_500_genes', 'total_counts_mt', \n",
       "'log1p_total_counts_mt', 'pct_counts_mt', 'n_genes'\n",
       "    var: 'gene_ids', 'feature_types', 'genome', 'mt', 'n_cells_by_counts', 'mean_counts', 'log1p_mean_counts', \n",
       "'pct_dropout_by_counts', 'total_counts', 'log1p_total_counts', 'n_cells'\n",
       "    uns: 'Cell_neighbors', 'LR_cell_weight', 'LR_celltype_aggregate_weight', 'LR_celltype_edge_num', \n",
       "'LR_celltype_mean_weight', 'LR_celltype_weight', 'LR_close_gene', 'LR_close_gene_exp', 'LR_gene_complex_exp', \n",
       "'LR_gene_complex_information', 'LR_pair_information', 'LR_pathway_cell_weight', 'LR_pathway_celltype_count', \n",
       "'LR_pathway_celltype_edge_num', 'LR_pathway_celltype_mean_weight', 'LR_pathway_celltype_weight', \n",
       "'cell_type_colors', 'cell_type_list', 'cluster_annotations_colors', 'log1p', 'radius', 'scenic_res', 'spatial'\n",
       "    obsm: 'distances', 'spatial'\n",
       "
\n" ], "text/plain": [ "Input ST data: AnnData object with n_obs × n_vars = \u001b[1;36m1131\u001b[0m × \u001b[1;36m18100\u001b[0m\n", " obs: \u001b[32m'pathologist_anno.x'\u001b[0m, \u001b[32m'sample_id.x'\u001b[0m, \u001b[32m'cluster_annotations'\u001b[0m, \u001b[32m'cell_type'\u001b[0m, \u001b[32m'n_genes_by_counts'\u001b[0m, \n", "\u001b[32m'log1p_n_genes_by_counts'\u001b[0m, \u001b[32m'total_counts'\u001b[0m, \u001b[32m'log1p_total_counts'\u001b[0m, \u001b[32m'pct_counts_in_top_50_genes'\u001b[0m, \n", "\u001b[32m'pct_counts_in_top_100_genes'\u001b[0m, \u001b[32m'pct_counts_in_top_200_genes'\u001b[0m, \u001b[32m'pct_counts_in_top_500_genes'\u001b[0m, \u001b[32m'total_counts_mt'\u001b[0m, \n", "\u001b[32m'log1p_total_counts_mt'\u001b[0m, \u001b[32m'pct_counts_mt'\u001b[0m, \u001b[32m'n_genes'\u001b[0m\n", " var: \u001b[32m'gene_ids'\u001b[0m, \u001b[32m'feature_types'\u001b[0m, \u001b[32m'genome'\u001b[0m, \u001b[32m'mt'\u001b[0m, \u001b[32m'n_cells_by_counts'\u001b[0m, \u001b[32m'mean_counts'\u001b[0m, \u001b[32m'log1p_mean_counts'\u001b[0m, \n", "\u001b[32m'pct_dropout_by_counts'\u001b[0m, \u001b[32m'total_counts'\u001b[0m, \u001b[32m'log1p_total_counts'\u001b[0m, \u001b[32m'n_cells'\u001b[0m\n", " uns: \u001b[32m'Cell_neighbors'\u001b[0m, \u001b[32m'LR_cell_weight'\u001b[0m, \u001b[32m'LR_celltype_aggregate_weight'\u001b[0m, \u001b[32m'LR_celltype_edge_num'\u001b[0m, \n", "\u001b[32m'LR_celltype_mean_weight'\u001b[0m, \u001b[32m'LR_celltype_weight'\u001b[0m, \u001b[32m'LR_close_gene'\u001b[0m, \u001b[32m'LR_close_gene_exp'\u001b[0m, \u001b[32m'LR_gene_complex_exp'\u001b[0m, \n", "\u001b[32m'LR_gene_complex_information'\u001b[0m, \u001b[32m'LR_pair_information'\u001b[0m, \u001b[32m'LR_pathway_cell_weight'\u001b[0m, \u001b[32m'LR_pathway_celltype_count'\u001b[0m, \n", "\u001b[32m'LR_pathway_celltype_edge_num'\u001b[0m, \u001b[32m'LR_pathway_celltype_mean_weight'\u001b[0m, \u001b[32m'LR_pathway_celltype_weight'\u001b[0m, \n", "\u001b[32m'cell_type_colors'\u001b[0m, \u001b[32m'cell_type_list'\u001b[0m, \u001b[32m'cluster_annotations_colors'\u001b[0m, \u001b[32m'log1p'\u001b[0m, \u001b[32m'radius'\u001b[0m, \u001b[32m'scenic_res'\u001b[0m, \u001b[32m'spatial'\u001b[0m\n", " obsm: \u001b[32m'distances'\u001b[0m, \u001b[32m'spatial'\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING: adata.X seems to be already log-transformed.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/tid/mambaforge/envs/stcase/lib/python3.10/site-packages/scanpy/preprocessing/_highly_variable_genes.py:72: UserWarning: `flavor='seurat_v3'` expects raw count data, but non-integers were found.\n" ] }, { "data": { "text/html": [ "
318.1384907850702 5932 2.6224580017683468\n",
       "
\n" ], "text/plain": [ "\u001b[1;36m318.1384907850702\u001b[0m \u001b[1;36m5932\u001b[0m \u001b[1;36m2.6224580017683468\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stcase_args = STCase.prepare(test_args)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Training GNN for sub-clustering" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
>>> Model and Training Details\n",
       "
\n" ], "text/plain": [ ">>> Model and Training Details\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
{\n",
       "    'root': './tests/',\n",
       "    'ds_dir': 'datasets/',\n",
       "    'ds_name': 'NC_OSCC_s1',\n",
       "    'h5_name': 's1_nohvg_stringent',\n",
       "    'label_col_name': 'cell_type',\n",
       "    'target_types': ['SCC'],\n",
       "    'bad_types': [],\n",
       "    'n_nei': 6,\n",
       "    'n_clusters': 3,\n",
       "    'alpha': 0.25,\n",
       "    'reso': None,\n",
       "    'init': 'one',\n",
       "    'gpu': 1,\n",
       "    'use_gpu': True,\n",
       "    'wo_anno': False,\n",
       "    'region_col_name': 'cluster_annotations',\n",
       "    'time_stamp': '0524_0642',\n",
       "    'raw_path': 'datasets/',\n",
       "    'data_path': 'generated/',\n",
       "    'model_path': 'model/',\n",
       "    'result_path': 'result/',\n",
       "    'embedding_data_path': 'embedding/',\n",
       "    'data_name': 'NC_OSCC_s1',\n",
       "    'device': 1,\n",
       "    'seed': 0,\n",
       "    'lr_cut': 'FULL',\n",
       "    'h': 10,\n",
       "    'n_input': 3000,\n",
       "    'num_epoch': 100,\n",
       "    'learning_rate': 0.001,\n",
       "    'use_norm': False,\n",
       "    'use_whole_gene': False\n",
       "}\n",
       "
\n" ], "text/plain": [ "\u001b[1m{\u001b[0m\n", " \u001b[32m'root'\u001b[0m: \u001b[32m'./tests/'\u001b[0m,\n", " \u001b[32m'ds_dir'\u001b[0m: \u001b[32m'datasets/'\u001b[0m,\n", " \u001b[32m'ds_name'\u001b[0m: \u001b[32m'NC_OSCC_s1'\u001b[0m,\n", " \u001b[32m'h5_name'\u001b[0m: \u001b[32m's1_nohvg_stringent'\u001b[0m,\n", " \u001b[32m'label_col_name'\u001b[0m: \u001b[32m'cell_type'\u001b[0m,\n", " \u001b[32m'target_types'\u001b[0m: \u001b[1m[\u001b[0m\u001b[32m'SCC'\u001b[0m\u001b[1m]\u001b[0m,\n", " \u001b[32m'bad_types'\u001b[0m: \u001b[1m[\u001b[0m\u001b[1m]\u001b[0m,\n", " \u001b[32m'n_nei'\u001b[0m: \u001b[1;36m6\u001b[0m,\n", " \u001b[32m'n_clusters'\u001b[0m: \u001b[1;36m3\u001b[0m,\n", " \u001b[32m'alpha'\u001b[0m: \u001b[1;36m0.25\u001b[0m,\n", " \u001b[32m'reso'\u001b[0m: \u001b[3;35mNone\u001b[0m,\n", " \u001b[32m'init'\u001b[0m: \u001b[32m'one'\u001b[0m,\n", " \u001b[32m'gpu'\u001b[0m: \u001b[1;36m1\u001b[0m,\n", " \u001b[32m'use_gpu'\u001b[0m: \u001b[3;92mTrue\u001b[0m,\n", " \u001b[32m'wo_anno'\u001b[0m: \u001b[3;91mFalse\u001b[0m,\n", " \u001b[32m'region_col_name'\u001b[0m: \u001b[32m'cluster_annotations'\u001b[0m,\n", " \u001b[32m'time_stamp'\u001b[0m: \u001b[32m'0524_0642'\u001b[0m,\n", " \u001b[32m'raw_path'\u001b[0m: \u001b[32m'datasets/'\u001b[0m,\n", " \u001b[32m'data_path'\u001b[0m: \u001b[32m'generated/'\u001b[0m,\n", " \u001b[32m'model_path'\u001b[0m: \u001b[32m'model/'\u001b[0m,\n", " \u001b[32m'result_path'\u001b[0m: \u001b[32m'result/'\u001b[0m,\n", " \u001b[32m'embedding_data_path'\u001b[0m: \u001b[32m'embedding/'\u001b[0m,\n", " \u001b[32m'data_name'\u001b[0m: \u001b[32m'NC_OSCC_s1'\u001b[0m,\n", " \u001b[32m'device'\u001b[0m: \u001b[1;36m1\u001b[0m,\n", " \u001b[32m'seed'\u001b[0m: \u001b[1;36m0\u001b[0m,\n", " \u001b[32m'lr_cut'\u001b[0m: \u001b[32m'FULL'\u001b[0m,\n", " \u001b[32m'h'\u001b[0m: \u001b[1;36m10\u001b[0m,\n", " \u001b[32m'n_input'\u001b[0m: \u001b[1;36m3000\u001b[0m,\n", " \u001b[32m'num_epoch'\u001b[0m: \u001b[1;36m100\u001b[0m,\n", " \u001b[32m'learning_rate'\u001b[0m: \u001b[1;36m0.001\u001b[0m,\n", " \u001b[32m'use_norm'\u001b[0m: \u001b[3;91mFalse\u001b[0m,\n", " \u001b[32m'use_whole_gene'\u001b[0m: \u001b[3;91mFalse\u001b[0m\n", "\u001b[1m}\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
>>> For SCC spots\n",
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\n" ], "text/plain": [ ">>> For SCC spots\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
X: (1131, 3000)\n",
       "
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>>> Cache exisits: generated/NC_OSCC_s1/pre_cluster_adj_5.pkl\n",
       "
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Edges in Adj for SCC: 1422\n",
       "
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Edges in Adj' for SCC: 626\n",
       "
\n" ], "text/plain": [ "Edges in Adj' for SCC: \u001b[1;36m626\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "43eca7cbbcdc4e0f9bb670b728a5b034", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
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#Interaction without edges=555\n",
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#Interaction without std=279\n",
       "
\n" ], "text/plain": [ "#Interaction without \u001b[33mstd\u001b[0m=\u001b[1;36m279\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "8b5a0ea7888342269a21d3243032f945", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
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#Interaction without edges after replacing=0\n",
       "
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Use 1513 LR pairs\n",
       "
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>>> STCase sub-clustering...\n",
       "
\n" ], "text/plain": [ ">>> STCase sub-clustering\u001b[33m...\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Initial LR pairs' lambda Parameter containing:\n", "tensor([[1.],\n", " [1.],\n", " [1.],\n", " ...,\n", " [1.],\n", " [1.],\n", " [1.]], requires_grad=True)\n" ] }, { "data": { "text/html": [ "
>>> Epoch: 100, Loss: 0.00046\n",
       "
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time: 80.588, l_sp: 0.0005\n",
       "
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Min Loss: 0.00046268512960523367\n",
       "
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>>> Drawing map\n",
       "
\n" ], "text/plain": [ ">>> Drawing map\n" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "/home/tid/projects/STACCI/STACCI/utils.py:175: FutureWarning: In the future, the default backend for leiden will be igraph instead of leidenalg.\n", "\n", " To achieve the future defaults please pass: flavor=\"igraph\" and n_iterations=2. directed must also be False to work with igraph's implementation.\n" ] }, { "data": { "text/html": [ "
Resolution: 0.19999999999999998\n",
       "
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3 clusters in drawing...\n",
       "
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>>> Similarity Matrix:\n",
       "
\n" ], "text/plain": [ ">>> Similarity Matrix:\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
        Pred: 0 Pred: 1 Pred: 2\n",
       "
\n" ], "text/plain": [ " Pred: \u001b[1;36m0\u001b[0m Pred: \u001b[1;36m1\u001b[0m Pred: \u001b[1;36m2\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
True: core      2.0     41.0    0.0\n",
       "
\n" ], "text/plain": [ "\u001b[3;92mTrue\u001b[0m: core \u001b[1;36m2.0\u001b[0m \u001b[1;36m41.0\u001b[0m \u001b[1;36m0.0\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
True: edge      86.0    1.0     25.0\n",
       "
\n" ], "text/plain": [ "\u001b[3;92mTrue\u001b[0m: edge \u001b[1;36m86.0\u001b[0m \u001b[1;36m1.0\u001b[0m \u001b[1;36m25.0\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
True: nc        24.0    7.0     4.0\n",
       "
\n" ], "text/plain": [ "\u001b[3;92mTrue\u001b[0m: nc \u001b[1;36m24.0\u001b[0m \u001b[1;36m7.0\u001b[0m \u001b[1;36m4.0\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
True: transitory        28.0    20.0    5.0\n",
       "
\n" ], "text/plain": [ "\u001b[3;92mTrue\u001b[0m: transitory \u001b[1;36m28.0\u001b[0m \u001b[1;36m20.0\u001b[0m \u001b[1;36m5.0\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
>>> Label Mapping:\n",
       "{1: 'core', 0: 'edge', 2: 'transitory'}\n",
       "
\n" ], "text/plain": [ ">>> Label Mapping:\n", "\u001b[1m{\u001b[0m\u001b[1;36m1\u001b[0m: \u001b[32m'core'\u001b[0m, \u001b[1;36m0\u001b[0m: \u001b[32m'edge'\u001b[0m, \u001b[1;36m2\u001b[0m: \u001b[32m'transitory'\u001b[0m\u001b[1m}\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
>>> ARI: 0.2514609622056457\n",
       "
\n" ], "text/plain": [ ">>> ARI: \u001b[1;36m0.2514609622056457\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
>>> NMI: 0.2950353059298418\n",
       "
\n" ], "text/plain": [ ">>> NMI: \u001b[1;36m0.2950353059298418\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
>>> F1-score: 0.4692121042163613\n",
       "
\n" ], "text/plain": [ ">>> F1-score: \u001b[1;36m0.4692121042163613\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
>>> Accuracy: 0.5432098765432098\n",
       "
\n" ], "text/plain": [ ">>> Accuracy: \u001b[1;36m0.5432098765432098\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "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" ] }, { "data": { "text/html": [ "
>>> Similarity Matrix:\n",
       "
\n" ], "text/plain": [ ">>> Similarity Matrix:\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
        Pred: 0 Pred: 1 Pred: 2\n",
       "
\n" ], "text/plain": [ " Pred: \u001b[1;36m0\u001b[0m Pred: \u001b[1;36m1\u001b[0m Pred: \u001b[1;36m2\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
True: core      0.0     42.0    1.0\n",
       "
\n" ], "text/plain": [ "\u001b[3;92mTrue\u001b[0m: core \u001b[1;36m0.0\u001b[0m \u001b[1;36m42.0\u001b[0m \u001b[1;36m1.0\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
True: edge      25.0    2.0     85.0\n",
       "
\n" ], "text/plain": [ "\u001b[3;92mTrue\u001b[0m: edge \u001b[1;36m25.0\u001b[0m \u001b[1;36m2.0\u001b[0m \u001b[1;36m85.0\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
True: nc        4.0     8.0     23.0\n",
       "
\n" ], "text/plain": [ "\u001b[3;92mTrue\u001b[0m: nc \u001b[1;36m4.0\u001b[0m \u001b[1;36m8.0\u001b[0m \u001b[1;36m23.0\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
True: transitory        5.0     21.0    27.0\n",
       "
\n" ], "text/plain": [ "\u001b[3;92mTrue\u001b[0m: transitory \u001b[1;36m5.0\u001b[0m \u001b[1;36m21.0\u001b[0m \u001b[1;36m27.0\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
>>> Label Mapping:\n",
       "{1: 'core', 2: 'edge', 0: 'transitory'}\n",
       "
\n" ], "text/plain": [ ">>> Label Mapping:\n", "\u001b[1m{\u001b[0m\u001b[1;36m1\u001b[0m: \u001b[32m'core'\u001b[0m, \u001b[1;36m2\u001b[0m: \u001b[32m'edge'\u001b[0m, \u001b[1;36m0\u001b[0m: \u001b[32m'transitory'\u001b[0m\u001b[1m}\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
>>> ARI: 0.25562096253427424\n",
       "
\n" ], "text/plain": [ ">>> ARI: \u001b[1;36m0.25562096253427424\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
>>> NMI: 0.2954294274015007\n",
       "
\n" ], "text/plain": [ ">>> NMI: \u001b[1;36m0.2954294274015007\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
>>> F1-score: 0.4691525868553842\n",
       "
\n" ], "text/plain": [ ">>> F1-score: \u001b[1;36m0.4691525868553842\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
>>> Accuracy: 0.5432098765432098\n",
       "
\n" ], "text/plain": [ ">>> Accuracy: \u001b[1;36m0.5432098765432098\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
SCC_alpha=0.25_reso=None_cut=FULL_hvg=3000_nei=6\n",
       "
\n" ], "text/plain": [ "\u001b[33mSCC_alpha\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.\u001b[0m\u001b[33m25_reso\u001b[0m=\u001b[35mNone_cut\u001b[0m=\u001b[33mFULL_hvg\u001b[0m=\u001b[35m3000_nei\u001b[0m=\u001b[1;36m6\u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "STCase.train(stcase_args)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot results" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ ">>> For SCC spots\n" ] } ], "source": [ "t = stcase_args.target_types[0]\n", "print(f\">>> For {t.replace('/', 'or')} spots\")" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 1131 × 18100\n", " obs: 'pathologist_anno.x', 'sample_id.x', 'cluster_annotations', 'cell_type', 'n_genes_by_counts', 'log1p_n_genes_by_counts', 'total_counts', 'log1p_total_counts', 'pct_counts_in_top_50_genes', 'pct_counts_in_top_100_genes', 'pct_counts_in_top_200_genes', 'pct_counts_in_top_500_genes', 'total_counts_mt', 'log1p_total_counts_mt', 'pct_counts_mt', 'n_genes'\n", " var: 'gene_ids', 'feature_types', 'genome', 'mt', 'n_cells_by_counts', 'mean_counts', 'log1p_mean_counts', 'pct_dropout_by_counts', 'total_counts', 'log1p_total_counts', 'n_cells'\n", " uns: 'Cell_neighbors', 'LR_cell_weight', 'LR_celltype_aggregate_weight', 'LR_celltype_edge_num', 'LR_celltype_mean_weight', 'LR_celltype_weight', 'LR_close_gene', 'LR_close_gene_exp', 'LR_gene_complex_exp', 'LR_gene_complex_information', 'LR_pair_information', 'LR_pathway_cell_weight', 'LR_pathway_celltype_count', 'LR_pathway_celltype_edge_num', 'LR_pathway_celltype_mean_weight', 'LR_pathway_celltype_weight', 'cell_type_colors', 'cell_type_list', 'cluster_annotations_colors', 'log1p', 'radius', 'scenic_res', 'spatial'\n", " obsm: 'distances', 'spatial'" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "args = copy.deepcopy(stcase_args)\n", "data_fold = osp.join(args.raw_path, args.data_name)\n", "adata_h5ad = sc.read_h5ad(osp.join(data_fold, f'{args.h5_name}.h5ad'))\n", "adata_h5ad" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ ">>> Cell types:\n", "AAACACCAATAACTGC-1 Lymphocyte Negative Stroma\n", "AAACAGGGTCTATATT-1 SCC\n", "AAACCGTTCGTCCAGG-1 Lymphocyte Negative Stroma\n", "AAACGAGACGGTTGAT-1 SCC\n", "AAACTGCTGGCTCCAA-1 Muscle\n", " ... \n", "TTGTGGTAGGAGGGAT-1 Lymphocyte Negative Stroma\n", "TTGTTAGCAAATTCGA-1 Lymphocyte Positive Stroma\n", "TTGTTCAGTGTGCTAC-1 Lymphocyte Positive Stroma\n", "TTGTTGTGTGTCAAGA-1 Lymphocyte Positive Stroma\n", "TTGTTTCCATACAACT-1 Lymphocyte Negative Stroma\n", "Name: cell_type, Length: 1131, dtype: category\n", "Categories (4, object): ['Lymphocyte Negative Stroma', 'Lymphocyte Positive Stroma', 'Muscle', 'SCC']\n", ">>> SCC spots index list:\n", "['AAACAGGGTCTATATT-1', 'AAACGAGACGGTTGAT-1', 'AAATGGCCCGTGCCCT-1', 'AACCCTACTGTCAATA-1', 'AACGATATGTCAACTG-1', 'AACGGCCATCTCCGGT-1', 'AACTCTCAATAGAGCG-1', 'AACTGGGTCCCGACGT-1', 'AAGCTAGATCGAGTAA-1', 'AAGGATCGATCGCTTG-1', 'AAGGTATCCTAATATA-1', 'AAGTTCGGCCAACAGG-1', 'AATCGCCTCAGCGCCA-1', 'AATCTCTACTGTGGTT-1', 'AATCTGCGTTGGGACG-1', 'AATCTGGCTTTCTAGT-1', 'AATTAGCGCTGCAGCG-1', 'AATTCTAGAGTTAGGC-1', 'ACAACAGCATGAGCTA-1', 'ACAATTTGAGCAGTGG-1', 'ACACGAGACTCCTTCT-1', 'ACAGTAATACAACTTG-1', 'ACATAATAAGGCGGTG-1', 'ACATCCTGGTAACTGT-1', 'ACATGGCGCCAAAGTA-1', 'ACCATCCGCCAACTAG-1', 'ACCCAACGCCCGTGGC-1', 'ACCCGGATGACGCATC-1', 'ACCGATGGTAGCATCG-1', 'ACGATCATCTTGTAAA-1', 'ACGTATTACTCCGATC-1', 'ACTATCCAGGGCATGG-1', 'ACTCCCATTCCTAAAG-1', 'ACTCTCTGACTTAGGT-1', 'ACTTATACTTACCCGG-1', 'AGAATAAATCTTCAGG-1', 'AGACCCACCGCTGATC-1', 'AGCACCAGTACTCACG-1', 'AGCTCTTCGTAACCTT-1', 'AGGATCACGCGATCTG-1', 'AGGGTCGATGCGAACT-1', 'AGGGTGCTCTCGAGGG-1', 'AGGGTTCCCTTTGGTT-1', 'AGGTTGAGGCACGCTT-1', 'AGTACGGGCACCTGGC-1', 'AGTCCATTGGCTGATG-1', 'AGTCGACGGTCTCAAG-1', 'AGTCGGTTGCGTGAGA-1', 'AGTGAGACTTCCAGTA-1', 'AGTGATTCAAGCAGGA-1', 'ATAACGGAGTCCAACG-1', 'ATACGCCGGCGAAACC-1', 'ATACTAGCATGACCCT-1', 'ATAGGGATATCCTTGA-1', 'ATAGTTCCACCCACTC-1', 'ATATCAACCTACAGAG-1', 'ATATCGGTAGGGAGAT-1', 'ATATGTCTCCCTAGCC-1', 'ATCACGTGCTAATTAA-1', 'ATCACTTCATCCTCGC-1', 'ATCAGCTCGTCCACTA-1', 'ATCTGGTTAAGACTGT-1', 'ATGGAGCAGGCCGTGA-1', 'ATTAATACTACGCGGG-1', 'CAAGTGTGGTTGCAAA-1', 'CAATAAACCTTGGCCC-1', 'CAATGGATCTCTACCA-1', 'CAATTTCGTATAAGGG-1', 'CACACGCGCTGTCTTA-1', 'CACATGATTCAGCAAC-1', 'CACCCTTGGTGAGACC-1', 'CACGCACAGCGCAGCT-1', 'CACGCGGAACTGTTGC-1', 'CAGCAGCCCGTTCCTT-1', 'CATAACGGACAGTCGT-1', 'CATCTTACACCACCTC-1', 'CATGACTTCGCTGAAT-1', 'CATGATGCACAATTCT-1', 'CATGGTCTAGATACCG-1', 'CCAAGCGTAACTCGTA-1', 'CCACAATGTACGTCTT-1', 'CCAGATAGTTGAGTGA-1', 'CCAGCCTGGACCAATA-1', 'CCATCGCAGTTAAACT-1', 'CCATCTCACCAGTGAA-1', 'CCCAAACATGCTGCTC-1', 'CCCTGACTAACAAATT-1', 'CCGAACACTGGGCCTC-1', 'CCGATCTCAACCTTAT-1', 'CCGCTTACCTCACTCT-1', 'CCGGGCTGCTCCATAC-1', 'CCTAGGCGTAGCGATC-1', 'CCTCCTGAGCCCACAT-1', 'CCTCTAATCTGCCAAG-1', 'CCTGAACGATATATTC-1', 'CCTGAATATTTACATA-1', 'CCTGTGAAACCGTAAC-1', 'CGACGCATCCGTACCT-1', 'CGAGTACTAAAGAGGA-1', 'CGAGTTTATCGGACTG-1', 'CGCACATGTCCACTAC-1', 'CGCACGTGCGCTATCA-1', 'CGCCACAGGTCGCGAT-1', 'CGCCGCCCATGCCTGT-1', 'CGCGGGAATTAGGCAG-1', 'CGCTAGAGACCGCTGC-1', 'CGCTTTCTTGCATTCG-1', 'CGGGTGTACCCATTTA-1', 'CGGTCAAGTGGGAACC-1', 'CGTACCTGATAGGCCT-1', 'CGTCGGATAGTGTTGA-1', 'CTACCCTAAGGTCATA-1', 'CTCATTTGATGGGCGG-1', 'CTCGGTACCACTGCTC-1', 'CTCTCACAATCGATGA-1', 'CTGGCGCACAGGTCTG-1', 'CTGGGATAAATAATGG-1', 'CTGTTCACTGCCTGTG-1', 'CTTGAGTTAGGGTAAT-1', 'CTTGTCAACATTCGAG-1', 'CTTGTTGCTGAGTCAA-1', 'GAAAGAACAGCGTTAT-1', 'GAACGTCTCATGGTCG-1', 'GAAGTCTCCCTAGCGA-1', 'GAATGTTGGGTAATCT-1', 'GACAACGACCATTGAA-1', 'GACTCACCCACGTGAG-1', 'GAGCTAAGGGCATATC-1', 'GATAACTCGCACTGTG-1', 'GATATGAGACACTAAC-1', 'GCAACACACTAGAACT-1', 'GCAGACCCAGCACGTA-1', 'GCAGATTAGGGATATC-1', 'GCCACAATTTAAGGAC-1', 'GCCCGTAATACCTTCT-1', 'GCCTCATCTGGAAATA-1', 'GCGACATGTAAACATC-1', 'GCGCAAGAGCGCGCTG-1', 'GCGTGGTACTGGGTTA-1', 'GCTAAGTAGTTTCTCT-1', 'GCTAGACCGTCTACTG-1', 'GCTAGTAGAGCTTGTA-1', 'GCTCGCTCATGTCCAA-1', 'GCTGTATTACTGGCCC-1', 'GCTGTTGCTACCGAAC-1', 'GCTTATGAAGCAGGAA-1', 'GGACCAACAGGATAAC-1', 'GGAGCACCAAGAACTA-1', 'GGATGTCCTTACCGCA-1', 'GGATTTCACTTCTATA-1', 'GGCAGAGAGATCGGGA-1', 'GGGCCGGCCGAAGTAC-1', 'GGTCGGCCAGGAGCTT-1', 'GGTGAAGTACAGGGAT-1', 'GGTTACCACCCTCGGG-1', 'GGTTCTACTCGTCTGA-1', 'GGTTTACAATCTCAAT-1', 'GGTTTCAATCGGTCAG-1', 'GTAAGTAACAGTCTGG-1', 'GTACACTTACCTGAAG-1', 'GTACAGAGGCAAGGGT-1', 'GTACTGGAGTTAGACC-1', 'GTAGCTTCCTCTTGTT-1', 'GTATGTGGGTCTAGTT-1', 'GTCAAGCGGACTCGGG-1', 'GTCATTAGAGCGAACG-1', 'GTCCCAACGTAAAGTA-1', 'GTCGTACCTACGATTG-1', 'GTGACCGCACACTACG-1', 'GTGAGGACACTTAAGG-1', 'GTGCCCGTTCGGATTC-1', 'GTGCGACAGGGAGTGT-1', 'GTGTACCTTGGCTACG-1', 'GTGTTACTATGCGTCC-1', 'GTTGGATTGAGAACAC-1', 'GTTTGGCCCAAGTTAT-1', 'GTTTGGGCTTGTGAGC-1', 'TAAGTAACATCTTGAC-1', 'TAATAGTGACGACCAG-1', 'TACATCCCTATCCCTG-1', 'TACTTGTTAGTAGTCC-1', 'TAGACGCCCGTACCGG-1', 'TAGCCGGCGGTCAGCG-1', 'TAGGGAGCTTGGGATG-1', 'TATAGATGGTCGCAGT-1', 'TATATCCCTGGGAGGA-1', 'TATCAGTGGCGTAGTC-1', 'TATGGTTAGTGGGAGA-1', 'TATGTCTCATTGTGCC-1', 'TATTACCATCCTGCTT-1', 'TCAACATCGACCGAGA-1', 'TCACGTGCCCGATTCA-1', 'TCAGCAAATGCATCTC-1', 'TCATTTAAGTCTCCGA-1', 'TCCCGTCAGTCCCGCA-1', 'TCCGCTTATCCCATTA-1', 'TCCTCGGGCTGGGCTT-1', 'TCGCCGAAGTTGCGTC-1', 'TCGGACGCCCAGCCCA-1', 'TCGGAGTACATGAGTA-1', 'TCGTAAGACGACATTG-1', 'TCTACCGTCCACAAGC-1', 'TCTATCGGTCGCAACA-1', 'TCTGAATTCCGTACAA-1', 'TCTGCCAGAAACTGCA-1', 'TCTGGGAACCTTTGAA-1', 'TCTTAGAGCTCCAATT-1', 'TCTTAGAGTGAACTCT-1', 'TCTTGGTAACACCAAA-1', 'TGACATCGAGCGGACC-1', 'TGACGATGCACTAGAA-1', 'TGAGTGGTCCGTGACG-1', 'TGCAGGATCGGCAAAG-1', 'TGCATATGTCTGTCAC-1', 'TGCATGTGGTAATCTA-1', 'TGCGAATATGGGATTT-1', 'TGCGGAGTAAAGGTGC-1', 'TGCGTTTGTTGACACT-1', 'TGCTGTTGAAGAACTC-1', 'TGGAAGGATAAAGATG-1', 'TGTAGGAGAAATTTCC-1', 'TGTATAACAGATCCTG-1', 'TGTGGCAAAGCGTATG-1', 'TTACATGCCACAACTA-1', 'TTACGGATGGTTCGAG-1', 'TTACTCCGGCCGGGAA-1', 'TTAGCTGATTTGCCGT-1', 'TTATATTTGGCAATCC-1', 'TTATCTGTATCATAAC-1', 'TTATGATCTTAACGAA-1', 'TTCAATACTCTGAATC-1', 'TTCCAGACGAGATTTA-1', 'TTCCCGGCGCCAATAG-1', 'TTCTAACCGAAGCTTA-1', 'TTCTGCGGGTTAGCGG-1', 'TTCTTGAGCCGCGCTA-1', 'TTGAATTCACGTGAGG-1', 'TTGACCATGTTCTCCG-1', 'TTGACGCTCCATGAGC-1', 'TTGCACGGAGCAGCAC-1', 'TTGCTCCCATACCGGA-1', 'TTGTAAGGCCAGTTGG-1', 'TTGTCGTTCAGTTACC-1']\n" ] } ], "source": [ "cell_types = adata_h5ad.obs[args.label_col_name]\n", "print('>>> Cell types:')\n", "print(cell_types)\n", "type_id_list = cell_types[cell_types == t].index.to_list()\n", "print(f\">>> {t.replace('/', 'or')} spots index list:\")\n", "print(type_id_list)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ ">>> Predicted SCC spots sub-cluster label list:\n", "['SCC_0', 'SCC_2', 'SCC_0', 'SCC_2', 'SCC_2', 'SCC_0', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_1', 'SCC_0', 'SCC_2', 'SCC_0', 'SCC_1', 'SCC_0', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_0', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_0', 'SCC_1', 'SCC_1', 'SCC_2', 'SCC_1', 'SCC_2', 'SCC_1', 'SCC_0', 'SCC_2', 'SCC_2', 'SCC_0', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_0', 'SCC_1', 'SCC_1', 'SCC_1', 'SCC_1', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_1', 'SCC_1', 'SCC_1', 'SCC_1', 'SCC_0', 'SCC_2', 'SCC_0', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_2', 'SCC_1', 'SCC_2', 'SCC_0', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_1', 'SCC_1', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_0', 'SCC_0', 'SCC_1', 'SCC_0', 'SCC_2', 'SCC_2', 'SCC_0', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_0', 'SCC_2', 'SCC_0', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_1', 'SCC_1', 'SCC_1', 'SCC_2', 'SCC_1', 'SCC_1', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_0', 'SCC_1', 'SCC_2', 'SCC_0', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_2', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_0', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_0', 'SCC_2', 'SCC_2', 'SCC_0', 'SCC_0', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_0', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_0', 'SCC_1', 'SCC_0', 'SCC_2', 'SCC_1', 'SCC_2', 'SCC_1', 'SCC_1', 'SCC_1', 'SCC_2', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_0', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_0', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_2', 'SCC_1', 'SCC_1', 'SCC_2', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_0', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_1', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_0', 'SCC_2', 'SCC_2', 'SCC_0', 'SCC_2', 'SCC_1', 'SCC_2', 'SCC_2', 'SCC_1', 'SCC_1', 'SCC_1']\n" ] } ], "source": [ "gene_tag = f\"hvg={'FULL' if args.use_whole_gene else args.n_input}\"\n", "method = f\"{t.replace('/', 'or')}_alpha={args.alpha}_reso={args.reso}_\" + \\\n", " f\"cut={args.lr_cut}_{gene_tag}_nei={args.n_nei}\"\n", "outdir = osp.join('results/', args.data_name, args.time_stamp, method)\n", "f = open(osp.join(outdir, f\"mclust_fixed_n={args.n_clusters}_{t.replace('/', 'or')}_types.txt\")) # Use mclust result\n", "line = f.readline() # drop the first line \n", "cell_cluster_type_list = []\n", "while line: \n", " tmp = line.split('\\t')\n", " cell_cluster_type = str(tmp[1].replace('\\n', '')).strip()\n", " cell_cluster_type_list.append(f'{t}_{cell_cluster_type}')\n", " line = f.readline()\n", "f.close()\n", "print(f\">>> Predicted {t.replace('/', 'or')} spots sub-cluster label list:\")\n", "print(cell_cluster_type_list)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ ">>> Sub-clustered cell types:\n" ] }, { "data": { "text/plain": [ "AAACACCAATAACTGC-1 Lymphocyte Negative Stroma\n", "AAACAGGGTCTATATT-1 SCC_0\n", "AAACCGTTCGTCCAGG-1 Lymphocyte Negative Stroma\n", "AAACGAGACGGTTGAT-1 SCC_2\n", "AAACTGCTGGCTCCAA-1 Muscle\n", " ... \n", "TTGTGGTAGGAGGGAT-1 Lymphocyte Negative Stroma\n", "TTGTTAGCAAATTCGA-1 Lymphocyte Positive Stroma\n", "TTGTTCAGTGTGCTAC-1 Lymphocyte Positive Stroma\n", "TTGTTGTGTGTCAAGA-1 Lymphocyte Positive Stroma\n", "TTGTTTCCATACAACT-1 Lymphocyte Negative Stroma\n", "Name: cell_type, Length: 1131, dtype: object" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata_h5ad.obs[args.label_col_name] = adata_h5ad.obs.apply(lambda row: cell_cluster_type_list[type_id_list.index(row.name)] if row[args.label_col_name] == t else row[args.label_col_name], axis=1)\n", "print('>>> Sub-clustered cell types:')\n", "adata_h5ad.obs[args.label_col_name]" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot Sub-clustering\n", "adata_h5ad.uns[f'{args.label_col_name}_colors'] = ['#1f77b4', '#ff7f0e', '#2ca02c', '#FBC757', '#9467bd', '#8c564b']\n", "sc.pl.spatial(adata_h5ad, color=args.label_col_name)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ ">>> Found inflection point: 411\n" ] } ], "source": [ "# Plot LRP weight\n", "result_path = osp.join(\n", " args.result_path, args.data_name, args.time_stamp, method\n", ")\n", "df = pd.read_csv(osp.join(result_path, f'lr_weight.csv'))\n", "print(f\">>> Found inflection point: {STCase.tl.Inflection_point_finding(df, vis=True)}\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "stcase", "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": "3.10.14" } }, "nbformat": 4, "nbformat_minor": 2 }