{ "cells": [ { "cell_type": "markdown", "id": "04d38ef1", "metadata": {}, "source": [ "# Tutorial 3: MISAR-seq mouse brain data integration" ] }, { "cell_type": "markdown", "id": "e5eb8da1", "metadata": {}, "source": [ "In addition to integrating spatial transcriptomic and proteomic data, SMART can also fuse spatial transcriptomics with chromatin accessibility. We evaluated SMART’s performance on brain datasets from four developing mice at distinct embryonic stages (E11.0, E13.5, E15.5, and E18.5). These datasets were generated using MISAR-seq, a technique that enables spatially resolved joint profiling of chromatin accessibility and gene expression. The following tutorial demonstrates how SMART performs on the E18.5 embryonic stage dataset." ] }, { "cell_type": "markdown", "id": "5cfa7549", "metadata": {}, "source": [ "The preprocessed data can be downloaded from: https://doi.org/10.5281/zenodo.17093158." ] }, { "cell_type": "markdown", "id": "b5a0bc5d-ca36-4ff3-a94b-e3eccd4c0072", "metadata": {}, "source": [ "## Load packages" ] }, { "cell_type": "code", "execution_count": 6, "id": "96a4fcdf-7a37-4f74-8d94-8d9d7a9a0f92", "metadata": {}, "outputs": [], "source": [ "import os\n", "import torch\n", "import pandas as pd\n", "import scanpy as sc\n", "import warnings\n", "from muon import prot as pt\n", "from muon import atac as ac\n", "from smart.train import train_SMART\n", "from smart.utils import set_seed\n", "from smart.utils import pca\n", "from smart.utils import clustering\n", "from smart.build_graph import Cal_Spatial_Net\n", "from smart.MNN import Mutual_Nearest_Neighbors\n", "import matplotlib.pyplot as plt\n", "from sklearn.metrics import adjusted_rand_score\n", "\n", "set_seed(2024)\n", "\n", "warnings.filterwarnings('ignore')\n", "# Environment configuration. SMART pacakge can be implemented with either CPU or GPU. GPU acceleration is highly recommend for imporoved efficiency.\n", "device = torch.device('cuda:0' if torch.cuda.is_available() else 'cpu')\n", "\n", "# the location of R, which is required for the 'mclust' algorithm. Please replace the path below with local R installation path, use the command `R RHOME` to find the path.\n", "os.environ['R_HOME'] = '/public/home/cit_wlhuang/.conda/envs/smart/lib/R'" ] }, { "cell_type": "markdown", "id": "03c66402-017e-4b89-80c5-00ab39589829", "metadata": {}, "source": [ "## Load data" ] }, { "cell_type": "code", "execution_count": 7, "id": "f2d0e27a-1f27-4ff3-8d56-9a7030465499", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(AnnData object with n_obs × n_vars = 2129 × 32285\n", " obs: 'gex_barcode', 'atac_barcode', 'is_cell', 'excluded_reason', 'gex_raw_reads', 'gex_mapped_reads', 'gex_conf_intergenic_reads', 'gex_conf_exonic_reads', 'gex_conf_intronic_reads', 'gex_conf_exonic_unique_reads', 'gex_conf_exonic_antisense_reads', 'gex_conf_exonic_dup_reads', 'gex_exonic_umis', 'gex_conf_intronic_unique_reads', 'gex_conf_intronic_antisense_reads', 'gex_conf_intronic_dup_reads', 'gex_intronic_umis', 'gex_conf_txomic_unique_reads', 'gex_umis_count', 'gex_genes_count', 'atac_raw_reads', 'atac_unmapped_reads', 'atac_lowmapq', 'atac_dup_reads', 'atac_chimeric_reads', 'atac_mitochondrial_reads', 'atac_fragments', 'atac_TSS_fragments', 'atac_peak_region_fragments', 'atac_peak_region_cutsites', 'anno'\n", " var: 'gene_ids', 'feature_types', 'genome'\n", " obsm: 'spatial',\n", " AnnData object with n_obs × n_vars = 2129 × 117473\n", " obs: 'gex_barcode', 'atac_barcode', 'is_cell', 'excluded_reason', 'gex_raw_reads', 'gex_mapped_reads', 'gex_conf_intergenic_reads', 'gex_conf_exonic_reads', 'gex_conf_intronic_reads', 'gex_conf_exonic_unique_reads', 'gex_conf_exonic_antisense_reads', 'gex_conf_exonic_dup_reads', 'gex_exonic_umis', 'gex_conf_intronic_unique_reads', 'gex_conf_intronic_antisense_reads', 'gex_conf_intronic_dup_reads', 'gex_intronic_umis', 'gex_conf_txomic_unique_reads', 'gex_umis_count', 'gex_genes_count', 'atac_raw_reads', 'atac_unmapped_reads', 'atac_lowmapq', 'atac_dup_reads', 'atac_chimeric_reads', 'atac_mitochondrial_reads', 'atac_fragments', 'atac_TSS_fragments', 'atac_peak_region_fragments', 'atac_peak_region_cutsites'\n", " var: 'gene_ids', 'feature_types', 'genome'\n", " obsm: 'spatial')" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# read data\n", "file_fold = '../../../../SMART-main_orignal/datasets/MISAR-seq_mouse_brain/Mouse_Brain_E18_S1/' #please replace 'file_fold' with the download path\n", "\n", "adata_omics1 = sc.read_h5ad(file_fold + 'adata_RNA.h5ad')\n", "adata_omics2 = sc.read_h5ad(file_fold + 'adata_ATAC.h5ad')\n", "\n", "\n", "adata_omics1.var_names_make_unique()\n", "adata_omics2.var_names_make_unique()\n", "\n", "\n", "adata_omics1.obs[\"anno\"]=pd.read_csv(file_fold+\"anno.csv\",index_col=0)[\"cluster\"]\n", "\n", "adata_omics1,adata_omics2" ] }, { "cell_type": "markdown", "id": "6214b8e2-7df7-4324-8685-75449f2e6253", "metadata": {}, "source": [ "## Data pre-processing" ] }, { "cell_type": "code", "execution_count": 8, "id": "ef9a2ad4-18d0-41a7-b0e3-0a907250646b", "metadata": {}, "outputs": [], "source": [ "# RNA\n", "sc.pp.filter_genes(adata_omics1, min_cells=10)\n", "\n", "sc.pp.highly_variable_genes(adata_omics1, flavor=\"seurat_v3\", n_top_genes=3000)\n", "sc.pp.normalize_total(adata_omics1, target_sum=1e4)\n", "sc.pp.log1p(adata_omics1)\n", "sc.pp.scale(adata_omics1)\n", "\n", "adata_omics1_high = adata_omics1[:, adata_omics1.var['highly_variable']]\n", "adata_omics1.obsm['feat'] = pca(adata_omics1_high, n_comps=30)\n", "\n", "# ATAC\n", "adata_omics2 = adata_omics2[adata_omics1.obs_names].copy() \n", "ac.pp.tfidf(adata_omics2, scale_factor=1e4)\n", "sc.pp.normalize_per_cell(adata_omics2, counts_per_cell_after=1e4)\n", "sc.pp.log1p(adata_omics2)\n", "adata_omics2.obsm['feat'] = pca(adata_omics2, n_comps=60)" ] }, { "cell_type": "markdown", "id": "2afd8e99-5da2-4be8-801a-d7d61fd2ef5d", "metadata": {}, "source": [ "## Spatial neighbour graph construction" ] }, { "cell_type": "code", "execution_count": 9, "id": "fa15d1e4-0acc-4161-94f9-ac05a157bba7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The graph contains 8516 edges, 2129 cells.\n", "4.0000 neighbors per cell on average.\n", "The graph contains 8516 edges, 2129 cells.\n", "4.0000 neighbors per cell on average.\n" ] } ], "source": [ "Cal_Spatial_Net(adata_omics1, model=\"KNN\", n_neighbors=4)\n", "Cal_Spatial_Net(adata_omics2, model=\"KNN\", n_neighbors=4)" ] }, { "cell_type": "markdown", "id": "3fd450b7-0bd1-4161-9fd7-88e624781114", "metadata": {}, "source": [ "## MNN triplet samples calculation" ] }, { "cell_type": "code", "execution_count": 10, "id": "2896cc36-1a83-4583-a343-7a060b555130", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Distances calculation completed!\n", "The data using feature 'feat' contains 1430 mnn_anchors\n", "Distances calculation completed!\n", "The data using feature 'feat' contains 1142 mnn_anchors\n" ] } ], "source": [ "adata_list=[adata_omics1,adata_omics2]\n", "x = [torch.FloatTensor(adata.obsm[\"feat\"]).to(device) for adata in adata_list]\n", "edges =[torch.LongTensor(adata.uns[\"edgeList\"]).to(device) for adata in adata_list ]\n", "triplet_samples_list = [Mutual_Nearest_Neighbors(adata, key=\"feat\", n_nearest_neighbors=3,farthest_ratio=0.6) for adata in adata_list]" ] }, { "cell_type": "markdown", "id": "387c6bde-c551-4194-85f6-6c590758c49b", "metadata": {}, "source": [ "## Model training" ] }, { "cell_type": "code", "execution_count": 11, "id": "ea28e640-a3ce-4f92-b580-7c4ab5fbadcf", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 300/300 [00:12<00:00, 24.25it/s]\n" ] } ], "source": [ "model=train_SMART(features=x,\n", " edges=edges,\n", " triplet_samples_list=triplet_samples_list,\n", " weights=[1,1,1,1],\n", " emb_dim=64, \n", " n_epochs=300,\n", " lr=1e-3,\n", " weight_decay=1e-5,\n", " device = device,\n", " window_size=10,\n", " slope=1e-4)\n", "\n", "adata_omics1.obsm[\"SMART\"]=model(x, edges)[0].cpu().detach().numpy()\n" ] }, { "cell_type": "markdown", "id": "61260779-05db-465d-9161-f7e99ceb8fe6", "metadata": {}, "source": [ "## Clustering" ] }, { "cell_type": "code", "execution_count": 12, "id": "f3e23482-3b85-4698-9e94-657d1760c330", "metadata": {}, "outputs": [ { "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", "0.47239400575078005\n" ] } ], "source": [ "tool = 'mclust' # mclust, leiden, and louvain\n", "clustering(adata_omics1, key='SMART', add_key='SMART', n_clusters=10, method=tool, use_pca=True)\n", "ari = adjusted_rand_score(adata_omics1.obs['anno'], adata_omics1.obs['SMART'])\n", "print(ari)" ] }, { "cell_type": "code", "execution_count": 13, "id": "47885661-c8e6-4dc8-8b42-64891142e06e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax_list = plt.subplots(1, 3, figsize=(11, 3))\n", "sc.pp.neighbors(adata_omics1, use_rep='SMART', n_neighbors=10)\n", "sc.tl.umap(adata_omics1)\n", "\n", "sc.pl.umap(adata_omics1, color='SMART', ax=ax_list[0], title='SMART', s=20, show=False)\n", "sc.pl.embedding(adata_omics1, basis='spatial', color='SMART', ax=ax_list[1], title='SMART', s=30, show=False)\n", "sc.pl.embedding(adata_omics1, basis='spatial', color='anno', ax=ax_list[2], title='anno', s=30, show=False)\n", "plt.tight_layout(w_pad=0.3)\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "smart", "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": "3.9.23" } }, "nbformat": 4, "nbformat_minor": 5 }