{ "cells": [ { "cell_type": "markdown", "id": "e6b04152-0b84-449b-821d-f29965340a79", "metadata": {}, "source": [ "## Run INSPIRE on the human breast cancer Xenium sections" ] }, { "cell_type": "markdown", "id": "85f9ae0c-a4df-4da1-9e8b-c13de1335197", "metadata": {}, "source": [ "In this tutorial, we show INSPIRE’s application to analysis of human breast cancer sections profiled by Xenium, revealing microenvironment heterogeneity across tumor subtypes." ] }, { "cell_type": "markdown", "id": "95b9beb5-9ed0-41c2-908f-a78cea81d01e", "metadata": {}, "source": [ "The human breast cancer Xenium sections are publicly available at [https://www.10xgenomics.com/products/xenium-in-situ/preview-dataset-human-breast](https://www.10xgenomics.com/products/xenium-in-situ/preview-dataset-human-breast)." ] }, { "cell_type": "markdown", "id": "3f8e7f0e-be84-419f-a5ed-f9791506141a", "metadata": {}, "source": [ "### Import packages" ] }, { "cell_type": "code", "execution_count": 1, "id": "11d7b292-c43e-4d61-a40a-deaadc9c8f37", "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np\n", "import scanpy as sc\n", "import anndata as ad\n", "import umap\n", "import os\n", "import scipy.sparse\n", "from matplotlib.cm import get_cmap\n", "import matplotlib.pyplot as plt\n", "import matplotlib as mpl\n", "from matplotlib.lines import Line2D\n", "\n", "import INSPIRE\n", "\n", "import warnings\n", "warnings.filterwarnings(\"ignore\")" ] }, { "cell_type": "markdown", "id": "d5a9a94c-463b-4918-b8e3-0f1e5f0cd68a", "metadata": {}, "source": [ "### Data preprocessing" ] }, { "cell_type": "markdown", "id": "bc775d3e-0a3b-46ea-a3d3-0e985f8e295b", "metadata": {}, "source": [ "Each Xenium section contains a large number of cells. For efficiency, we preprocessed each section respectively." ] }, { "cell_type": "code", "execution_count": 2, "id": "2ba555eb-5b83-468d-b206-bde11499ae47", "metadata": {}, "outputs": [], "source": [ "# ## load data 1\n", "# data_dir = \"/gpfs/gibbs/pi/zhao/jz874/project/jiazhao/inspire_revision/tumor_microenvironment/data/Xenium_BC/Sample1_replicate1\"\n", "# adata = sc.read_10x_h5(data_dir + \"/cell_feature_matrix.h5\")\n", "# coor_df = pd.read_csv(data_dir + \"/cells.csv.gz\")\n", "# adata.obsm[\"spatial\"] = coor_df[[\"x_centroid\", \"y_centroid\"]].to_numpy()\n", "# adata.obsm[\"spatial\"][:,0] = - adata.obsm[\"spatial\"][:,0]\n", "# adata.obsm[\"spatial\"][:,1] = - adata.obsm[\"spatial\"][:,1]\n", "# adata.obsm[\"spatial\"] = adata.obsm[\"spatial\"].astype(np.float32)\n", "# adata.var_names_make_unique()\n", "# adata.obs_names_make_unique()\n", "# adata_1 = adata.copy()\n", "# adata_1.obs.index = adata_1.obs.index + \"-0\"\n", "\n", "\n", "# ## load data 2\n", "# data_dir = \"/gpfs/gibbs/pi/zhao/jz874/project/jiazhao/inspire_revision/tumor_microenvironment/data/Xenium_BC/Sample1_replicate2\"\n", "# adata = sc.read_10x_h5(data_dir + \"/cell_feature_matrix.h5\")\n", "# coor_df = pd.read_csv(data_dir + \"/cells.csv.gz\")\n", "# adata.obsm[\"spatial\"] = coor_df[[\"x_centroid\", \"y_centroid\"]].to_numpy()\n", "# adata.obsm[\"spatial\"][:,0] = - adata.obsm[\"spatial\"][:,0]\n", "# adata.obsm[\"spatial\"][:,1] = - adata.obsm[\"spatial\"][:,1]\n", "# adata.obsm[\"spatial\"] = adata.obsm[\"spatial\"].astype(np.float32)\n", "# adata.var_names_make_unique()\n", "# adata.obs_names_make_unique()\n", "# adata_2 = adata.copy()\n", "# adata_2.obs.index = adata_2.obs.index + \"-1\"\n", "\n", "# shared_genes = adata_1.var.index & adata_2.var.index\n", "# adata_1 = adata_1[:, shared_genes].copy()\n", "# adata_2 = adata_2[:, shared_genes].copy()\n", "# del adata\n", "\n", "# ## preprocess data 1\n", "# INSPIRE.utils.calculate_node_features_LGCN(adata=adata_1,\n", "# slice_name=\"BC_sample1_rep1_qc6_radcutoff20\",\n", "# preprocessed_data_path=\"/gpfs/gibbs/pi/zhao/jz874/project/jiazhao/inspire_revision/tumor_microenvironment/calculate_node_features/Xenium_BC\",\n", "# min_genes_qc=6,\n", "# min_cells_qc=6,\n", "# rad_cutoff=20\n", "# )\n", "\n", "# ## preprocess data 2\n", "# INSPIRE.utils.calculate_node_features_LGCN(adata=adata_2,\n", "# slice_name=\"BC_sample1_rep2_qc6_radcutoff20\",\n", "# preprocessed_data_path=\"/gpfs/gibbs/pi/zhao/jz874/project/jiazhao/inspire_revision/tumor_microenvironment/calculate_node_features/Xenium_BC\",\n", "# min_genes_qc=6,\n", "# min_cells_qc=6,\n", "# rad_cutoff=20\n", "# )" ] }, { "cell_type": "markdown", "id": "d07997c5-9fa1-42f4-8a8c-27f4e2af3d23", "metadata": {}, "source": [ "The data after preprocessing are saved into preprocessed_data_path." ] }, { "cell_type": "markdown", "id": "0ba68cc8-9c75-4086-9b69-23fb9be00a63", "metadata": {}, "source": [ "### Load preprocessed data" ] }, { "cell_type": "code", "execution_count": 3, "id": "f4599586-54c5-470d-82d6-ca689dedabb9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Finding highly variable genes...\n", "Load data BC_sample1_rep1_qc6_radcutoff20\n", "Load data BC_sample1_rep2_qc6_radcutoff20\n", "Find 313 shared highly variable genes among datasets.\n", "Store counts and library sizes for Poisson modeling...\n", "Normalize data...\n", "Load data BC_sample1_rep1_qc6_radcutoff20\n", "Load data BC_sample1_rep2_qc6_radcutoff20\n", "Load and prepare node features for LGCN...\n", "Load node features BC_sample1_rep1_qc6_radcutoff20\n", "Node features for slice 0 : (164596, 626)\n", "Load node features BC_sample1_rep2_qc6_radcutoff20\n", "Node features for slice 1 : (118467, 626)\n", "Prepare an adata containing full spot locations and slice labels for better visualization...\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "slice_name_list = [\"BC_sample1_rep1_qc6_radcutoff20\", \"BC_sample1_rep2_qc6_radcutoff20\"]\n", "preprocessed_data_path = \"/gpfs/gibbs/pi/zhao/jz874/project/jiazhao/inspire_revision/tumor_microenvironment/calculate_node_features/Xenium_BC\"\n", "\n", "adata_st_list, adata_full = INSPIRE.utils.prepare_inputs_LGCN(slice_name_list=slice_name_list,\n", " preprocessed_data_path=preprocessed_data_path,\n", " num_hvgs=500,\n", " spot_size=20.,\n", " min_concat_dist=100)" ] }, { "cell_type": "markdown", "id": "d5f86d07-ddf2-473a-bd0e-24f79d8e9b4d", "metadata": {}, "source": [ "### Run INSPIRE model" ] }, { "cell_type": "code", "execution_count": 4, "id": "531606ac-bcae-4605-8458-e7567362e3db", "metadata": {}, "outputs": [], "source": [ "model = INSPIRE.model.Model_LGCN(adata_st_list=adata_st_list,\n", " n_spatial_factors=50,\n", " n_training_steps=20000,\n", " batch_size=2048\n", " )" ] }, { "cell_type": "code", "execution_count": 5, "id": "f25ba792-28ab-4b0e-b9e5-598f9ec658e5", "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " 0%| | 6/20000 [00:02<1:35:14, 3.50it/s] " ] }, { "name": "stdout", "output_type": "stream", "text": [ "Step: 0, d_loss: 1.4172, Loss: 1567.6923, recon_loss: 499.5919, fe_loss: 79.1669, geom_loss: 74.5035, beta_loss: 986.3552, gan_loss: 1.0883\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " 3%|▎ | 507/20000 [00:12<06:32, 49.63it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Step: 500, d_loss: 1.3132, Loss: 1309.3512, recon_loss: 339.4700, fe_loss: 45.5029, geom_loss: 88.7015, beta_loss: 921.8173, gan_loss: 0.7870\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " 5%|▌ | 1007/20000 [00:22<06:37, 47.72it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Step: 1000, d_loss: 1.2793, Loss: 1182.5730, recon_loss: 213.1364, fe_loss: 44.0688, geom_loss: 81.6868, beta_loss: 922.9014, gan_loss: 0.8327\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " 8%|▊ | 1507/20000 [00:32<06:17, 48.95it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Step: 1500, d_loss: 1.2698, Loss: 1102.9878, recon_loss: 134.4910, fe_loss: 43.4723, geom_loss: 76.3164, beta_loss: 922.5912, gan_loss: 0.9072\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " 10%|█ | 2009/20000 [00:42<06:07, 48.96it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Step: 2000, d_loss: 1.2445, Loss: 1035.4191, recon_loss: 67.2140, fe_loss: 43.1071, geom_loss: 68.3831, beta_loss: 922.8494, gan_loss: 0.8808\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " 13%|█▎ | 2510/20000 [00:52<05:59, 48.63it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Step: 2500, d_loss: 1.2286, Loss: 1002.5932, recon_loss: 34.3764, fe_loss: 42.6707, geom_loss: 61.9228, beta_loss: 923.3207, gan_loss: 0.9869\n" ] }, { "name": 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{ "name": "stdout", "output_type": "stream", "text": [ "Step: 18500, d_loss: 0.8016, Loss: 898.2635, recon_loss: -68.2579, fe_loss: 41.7153, geom_loss: 50.1626, beta_loss: 922.0256, gan_loss: 1.7772\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " 95%|█████████▌| 19007/20000 [06:29<00:20, 48.60it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Step: 19000, d_loss: 0.7876, Loss: 894.5960, recon_loss: -71.3222, fe_loss: 41.5344, geom_loss: 49.3036, beta_loss: 921.6761, gan_loss: 1.7215\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " 98%|█████████▊| 19507/20000 [06:39<00:10, 48.87it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Step: 19500, d_loss: 0.7333, Loss: 906.0635, recon_loss: -60.4748, fe_loss: 41.8529, geom_loss: 50.6278, beta_loss: 921.8535, gan_loss: 1.8193\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 20000/20000 [06:49<00:00, 48.85it/s]\n" ] } ], "source": [ "model.train(adata_st_list)" ] }, { "cell_type": "markdown", "id": "92e70b57-af81-4d55-95b8-bbd6945013bd", "metadata": {}, "source": [ "### Access cell representations, proportions of spatial factors in cells, and gene loading matrix" ] }, { "cell_type": "markdown", "id": "ba89be67-e3b8-4262-9e07-e1626768240e", "metadata": {}, "source": [ "We evaluate the cells representations and proportions of spatial factors in cells with minibatches." ] }, { "cell_type": "code", "execution_count": 6, "id": "8fc7a510-7109-4c74-a021-0aa27f578a5a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Evaluate Z and beta using minibatch...\n", "Evaluation for slice 0\n", "Evaluation for slice 1\n" ] } ], "source": [ "adata_full, basis_df = model.eval_minibatch(adata_st_list,\n", " adata_full,\n", " batch_size=10000\n", " )" ] }, { "cell_type": "markdown", "id": "c91a5188-09db-45cb-b227-2c8f727af0c8", "metadata": {}, "source": [ "We calculate 2D UMAP coordinates of cells across sections based on INSPIRE’s inferred cell representations." ] }, { "cell_type": "code", "execution_count": 7, "id": "bf6209b4-6151-46e9-8e2c-0d5e55b15fc1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "UMAP(angular_rp_forest=True, local_connectivity=1, metric='correlation', min_dist=0.3, n_neighbors=30, random_state=1234, repulsion_strength=1, verbose=True)\n", "Thu May 29 10:20:57 2025 Construct fuzzy simplicial set\n", "Thu May 29 10:20:57 2025 Finding Nearest Neighbors\n", "Thu May 29 10:20:57 2025 Building RP forest with 32 trees\n", "Thu May 29 10:21:01 2025 NN descent for 18 iterations\n", "\t 1 / 18\n", "\t 2 / 18\n", "\t 3 / 18\n", "\t 4 / 18\n", "\tStopping threshold met -- exiting after 4 iterations\n", "Thu May 29 10:21:28 2025 Finished Nearest Neighbor Search\n", "Thu May 29 10:21:32 2025 Construct embedding\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "de224575cee545a2a9ad7751286e948b", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Epochs completed: 0%| 0/200 [00:00]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\tcompleted 0 / 200 epochs\n", "\tcompleted 20 / 200 epochs\n", "\tcompleted 40 / 200 epochs\n", "\tcompleted 60 / 200 epochs\n", "\tcompleted 80 / 200 epochs\n", "\tcompleted 100 / 200 epochs\n", "\tcompleted 120 / 200 epochs\n", "\tcompleted 140 / 200 epochs\n", "\tcompleted 160 / 200 epochs\n", "\tcompleted 180 / 200 epochs\n", "Thu May 29 10:27:50 2025 Finished embedding\n" ] } ], "source": [ "reducer = umap.UMAP(n_neighbors=30,\n", " n_components=2,\n", " metric=\"correlation\",\n", " n_epochs=None,\n", " learning_rate=1.0,\n", " min_dist=0.3,\n", " spread=1.0,\n", " set_op_mix_ratio=1.0,\n", " local_connectivity=1,\n", " repulsion_strength=1,\n", " negative_sample_rate=5,\n", " a=None,\n", " b=None,\n", " random_state=1234,\n", " metric_kwds=None,\n", " angular_rp_forest=False,\n", " verbose=True)\n", "embedding = reducer.fit_transform(adata_full.obsm['latent'])\n", "adata_full.obsm[\"X_umap\"] = embedding" ] }, { "cell_type": "code", "execution_count": 8, "id": "451fad31-5629-498e-b287-e1b8dd02ed9e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "adata_full.obs[\"slice_label\"] = adata_full.obs[\"slice_label\"].values.astype(str)\n", "sc.pl.umap(adata_full, color=[\"slice_label\"])" ] }, { "cell_type": "markdown", "id": "2ace3b06-c0cb-4074-a5ea-28ee7a1fc87d", "metadata": {}, "source": [ "### Save results" ] }, { "cell_type": "code", "execution_count": 9, "id": "ee820b39-78a3-46c0-ae28-ef09ae1241cb", "metadata": {}, "outputs": [], "source": [ "res_path = \"/gpfs/gibbs/pi/zhao/jz874/project/jiazhao/inspire_revision/tutorials/new_examples/human_breast_cancer_xenium\"\n", "adata_full.write(res_path + \"/adata_inspire.h5ad\")\n", "basis_df.to_csv(res_path + \"/basis_df_inspire.csv\")" ] }, { "cell_type": "code", "execution_count": null, "id": "0d5fb22a-db67-426f-90ea-4b066d63794f", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.8.15" } }, "nbformat": 4, "nbformat_minor": 5 }