{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Scanpy: Clustering\n", "\n", "In this tutorial we will continue the analysis of the integrated dataset. We will use the scanpy enbedding to perform the clustering using graph community detection algorithms.\n", "\n", "Let's first load all necessary libraries and also the integrated dataset from the previous step.\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:44:13.281505Z", "iopub.status.busy": "2023-01-26T13:44:13.281315Z", "iopub.status.idle": "2023-01-26T13:44:15.072208Z", "shell.execute_reply": "2023-01-26T13:44:15.071741Z" }, "scrolled": false }, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "import scanpy as sc\n", "import matplotlib.pyplot as plt\n", "\n", "sc.settings.verbosity = 3 # verbosity: errors (0), warnings (1), info (2), hints (3)\n", "#sc.logging.print_versions()\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:44:15.075212Z", "iopub.status.busy": "2023-01-26T13:44:15.074778Z", "iopub.status.idle": "2023-01-26T13:44:15.081601Z", "shell.execute_reply": "2023-01-26T13:44:15.081212Z" } }, "outputs": [], "source": [ "sc.settings.set_figure_params(dpi=80)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:44:15.084126Z", "iopub.status.busy": "2023-01-26T13:44:15.083808Z", "iopub.status.idle": "2023-01-26T13:44:15.245746Z", "shell.execute_reply": "2023-01-26T13:44:15.245299Z" } }, "outputs": [], "source": [ "# select the scanorama integration data.\n", "\n", "save_file = './data/results/scanpy_scanorama_corrected_covid.h5ad'\n", "adata = sc.read_h5ad(save_file)\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:44:15.248552Z", "iopub.status.busy": "2023-01-26T13:44:15.248377Z", "iopub.status.idle": "2023-01-26T13:44:15.251881Z", "shell.execute_reply": "2023-01-26T13:44:15.251351Z" } }, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 5646 × 3090\n", " obs: 'type', 'sample', 'batch', 'n_genes_by_counts', 'total_counts', 'total_counts_mt', 'pct_counts_mt', 'total_counts_ribo', 'pct_counts_ribo', 'total_counts_hb', 'pct_counts_hb', 'percent_mt2', 'n_counts', 'n_genes', 'percent_chrY', 'XIST-counts', 'S_score', 'G2M_score', 'phase', 'doublet_scores', 'predicted_doublets', 'doublet_info'\n", " var: 'gene_ids', 'feature_types', 'genome', 'mt', 'ribo', 'hb', 'n_cells_by_counts', 'mean_counts', 'pct_dropout_by_counts', 'total_counts', 'n_cells', 'highly_variable', 'means', 'dispersions', 'dispersions_norm', 'mean', 'std'\n", " uns: 'doublet_info_colors', 'hvg', 'log1p', 'neighbors', 'pca', 'sample_colors', 'tsne', 'umap'\n", " obsm: 'Scanorama', 'X_pca', 'X_tsne', 'X_umap'\n", " varm: 'PCs'\n", " obsp: 'connectivities', 'distances'" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Graph clustering\n", "***\n", "\n", "The procedure of clustering on a Graph can be generalized as 3 main steps:\n", "\n", "1) Build a kNN graph from the data\n", "\n", "2) Prune spurious connections from kNN graph (optional step). This is a SNN graph.\n", "\n", "3) Find groups of cells that maximizes the connections within the group compared other groups.\n", "\n", "If you recall from the integration, we already constructed a knn graph before running UMAP. Hence we do not need to do it again, and can run the community detection right away.\n", "\n", "The modularity optimization algoritm in Scanpy are *Leiden* and *Louvain*. Lets test both and see how they compare.\n", "\n", "###Leiden\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:44:15.280212Z", "iopub.status.busy": "2023-01-26T13:44:15.279996Z", "iopub.status.idle": "2023-01-26T13:44:16.241784Z", "shell.execute_reply": "2023-01-26T13:44:16.241350Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "running Leiden clustering\n", " finished: found 16 clusters and added\n", " 'leiden_1.0', the cluster labels (adata.obs, categorical) (0:00:00)\n", "running Leiden clustering\n", " finished: found 12 clusters and added\n", " 'leiden_0.6', the cluster labels (adata.obs, categorical) (0:00:00)\n", "running Leiden clustering\n", " finished: found 9 clusters and added\n", " 'leiden_0.4', the cluster labels (adata.obs, categorical) (0:00:00)\n", "running Leiden clustering\n", " finished: found 19 clusters and added\n", " 'leiden_1.4', the cluster labels (adata.obs, categorical) (0:00:00)\n" ] } ], "source": [ "sc.tl.leiden(adata, key_added = \"leiden_1.0\") # default resolution in 1.0\n", "sc.tl.leiden(adata, resolution = 0.6, key_added = \"leiden_0.6\")\n", "sc.tl.leiden(adata, resolution = 0.4, key_added = \"leiden_0.4\")\n", "sc.tl.leiden(adata, resolution = 1.4, key_added = \"leiden_1.4\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot the clusters, as you can see, with increased resolution, we get higher granularity in the clustering.\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:44:18.586025Z", "iopub.status.busy": "2023-01-26T13:44:18.585814Z", "iopub.status.idle": "2023-01-26T13:44:19.969955Z", "shell.execute_reply": "2023-01-26T13:44:19.969594Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n", "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n", "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n", "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 303, "width": 1344 } }, "output_type": "display_data" } ], "source": [ "sc.pl.umap(adata, color=['leiden_0.4', 'leiden_0.6', 'leiden_1.0','leiden_1.4'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " Once we have done clustering, the relationships between clusters can be calculated as correlation in PCA space and we also visualize some of the marker genes that we used in the Dim Reduction lab onto the clusters.\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:44:19.974589Z", "iopub.status.busy": "2023-01-26T13:44:19.974430Z", "iopub.status.idle": "2023-01-26T13:44:20.313445Z", "shell.execute_reply": "2023-01-26T13:44:20.313079Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " using 'X_pca' with n_pcs = 50\n", "Storing dendrogram info using `.uns['dendrogram_leiden_0.6']`\n" ] }, { "data": { "image/png": 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\n", 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Parameters 'cmap', 'norm' will be ignored\n", " dot_ax.scatter(x, y, **kwds)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 392, "width": 468 } }, "output_type": "display_data" } ], "source": [ "sc.tl.dendrogram(adata, groupby = \"leiden_0.6\")\n", "sc.pl.dendrogram(adata, groupby = \"leiden_0.6\")\n", "\n", "genes = [\"CD3E\", \"CD4\", \"CD8A\", \"GNLY\",\"NKG7\", \"MS4A1\",\"FCGR3A\",\"CD14\",\"LYZ\",\"CST3\",\"MS4A7\",\"FCGR1A\"]\n", "sc.pl.dotplot(adata, genes, groupby='leiden_0.6', dendrogram=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot proportion of cells from each condition per cluster." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:44:20.315854Z", "iopub.status.busy": "2023-01-26T13:44:20.315671Z", "iopub.status.idle": "2023-01-26T13:44:20.497600Z", "shell.execute_reply": "2023-01-26T13:44:20.497118Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 303, "width": 295 } }, "output_type": "display_data" } ], "source": [ "tmp = pd.crosstab(adata.obs['leiden_0.6'],adata.obs['type'], normalize='index')\n", "tmp.plot.bar(stacked=True).legend(loc='upper right')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###Louvain\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:44:20.499829Z", "iopub.status.busy": "2023-01-26T13:44:20.499659Z", "iopub.status.idle": "2023-01-26T13:44:22.441318Z", "shell.execute_reply": "2023-01-26T13:44:22.440906Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "running Louvain clustering\n", " using the \"louvain\" package of Traag (2017)\n", " finished: found 15 clusters and added\n", " 'louvain_1.0', the cluster labels (adata.obs, categorical) (0:00:00)\n", "running Louvain clustering\n", " using the \"louvain\" package of Traag (2017)\n", " finished: found 9 clusters and added\n", " 'louvain_0.6', the cluster labels (adata.obs, categorical) (0:00:00)\n", "running Louvain clustering\n", " using the \"louvain\" package of Traag (2017)\n", " finished: found 8 clusters and added\n", " 'louvain_0.4', the cluster labels (adata.obs, categorical) (0:00:00)\n", "running Louvain clustering\n", " using the \"louvain\" package of Traag (2017)\n", " finished: found 18 clusters and added\n", " 'louvain_1.4', the cluster labels (adata.obs, categorical) (0:00:00)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n", "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n", "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n", "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 303, "width": 1344 } }, "output_type": "display_data" } ], "source": [ "sc.tl.louvain(adata, key_added = \"louvain_1.0\") # default resolution in 1.0\n", "sc.tl.louvain(adata, resolution = 0.6, key_added = \"louvain_0.6\")\n", "sc.tl.louvain(adata, resolution = 0.4, key_added = \"louvain_0.4\")\n", "sc.tl.louvain(adata, resolution = 1.4, key_added = \"louvain_1.4\")\n", "\n", "sc.pl.umap(adata, color=['louvain_0.4', 'louvain_0.6', 'louvain_1.0','louvain_1.4'])" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:44:22.445666Z", "iopub.status.busy": "2023-01-26T13:44:22.445509Z", "iopub.status.idle": "2023-01-26T13:44:22.747130Z", "shell.execute_reply": "2023-01-26T13:44:22.746753Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " using 'X_pca' with n_pcs = 50\n", "Storing dendrogram info using `.uns['dendrogram_louvain_0.6']`\n" ] }, { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 274, "width": 265 } }, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_dotplot.py:749: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored\n", " dot_ax.scatter(x, y, **kwds)\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 328, "width": 461 } }, "output_type": "display_data" } ], "source": [ "sc.tl.dendrogram(adata, groupby = \"louvain_0.6\")\n", "sc.pl.dendrogram(adata, groupby = \"louvain_0.6\")\n", "\n", "genes = [\"CD3E\", \"CD4\", \"CD8A\", \"GNLY\",\"NKG7\", \"MS4A1\",\"FCGR3A\",\"CD14\",\"LYZ\",\"CST3\",\"MS4A7\",\"FCGR1A\"]\n", "\n", "sc.pl.dotplot(adata, genes, groupby='louvain_0.6', dendrogram=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## K-means clustering\n", "***\n", "\n", "K-means is a generic clustering algorithm that has been used in many application areas. In R, it can be applied via the kmeans function. Typically, it is applied to a reduced dimension representation of the expression data (most often PCA, because of the interpretability of the low-dimensional distances). We need to define the number of clusters in advance. Since the results depend on the initialization of the cluster centers, it is typically recommended to run K-means with multiple starting configurations (via the nstart argument).\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:44:22.749349Z", "iopub.status.busy": "2023-01-26T13:44:22.749186Z", "iopub.status.idle": "2023-01-26T13:44:24.558692Z", "shell.execute_reply": "2023-01-26T13:44:24.558263Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/sklearn/cluster/_kmeans.py:870: FutureWarning: The default value of `n_init` will change from 10 to 'auto' in 1.4. Set the value of `n_init` explicitly to suppress the warning\n", " warnings.warn(\n", "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/sklearn/cluster/_kmeans.py:870: FutureWarning: The default value of `n_init` will change from 10 to 'auto' in 1.4. Set the value of `n_init` explicitly to suppress the warning\n", " warnings.warn(\n", "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/sklearn/cluster/_kmeans.py:870: FutureWarning: The default value of `n_init` will change from 10 to 'auto' in 1.4. Set the value of `n_init` explicitly to suppress the warning\n", " warnings.warn(\n", "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n", "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n", "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "image/png": 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