{ "cells": [ { "cell_type": "markdown", "id": "defe3733", "metadata": {}, "source": [ "# 5: Loading and Saving Regions\n", "\n", "Demonstrate importing / exporting of regions\n", "\n", "@author: Guihong Wan and Boshen Yan \n", "@date: Oct 13, 2023" ] }, { "cell_type": "code", "execution_count": 1, "id": "a7a27218", "metadata": {}, "outputs": [], "source": [ "import anndata as ad\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "import seaborn as sns\n", "\n", "import spatialcells as spc" ] }, { "cell_type": "markdown", "id": "c969c220", "metadata": {}, "source": [ "## Read Anndata and saved region/shapes files\n", "\n", "Load epithelial region file from omero csv format and tumor cell region from spatialcell outputs. \n", "\n", "The workflow for generating and saving the tumor cell region can be found at the end of this notebook. " ] }, { "cell_type": "code", "execution_count": 2, "id": "0dfb0a4c", "metadata": {}, "outputs": [], "source": [ "# Load data\n", "adata = ad.read(\"../../data/Z147_1_750.h5ad\")" ] }, { "cell_type": "code", "execution_count": 3, "id": "1d1b9572", "metadata": {}, "outputs": [], "source": [ "# note that you may want to scale the coordinates to convert from pixels to microns\n", "pixels2micron = 0.6\n", "adata.obs.X_centroid = adata.obs.X_centroid*pixels2micron\n", "adata.obs.Y_centroid = adata.obs.Y_centroid*pixels2micron" ] }, { "cell_type": "code", "execution_count": 4, "id": "3e500048", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Index(['HHLA2', 'CMA1', 'SOX10', 'S100B', 'KERATIN', 'CD1A', 'CD163', 'CD3D',\n", " 'C8A', 'MITF', 'FOXP3', 'PDL1', 'KI67', 'LAG3', 'TIM3', 'PCNA',\n", " 'pSTAT1', 'cPARP', 'SNAIL', 'aSMA', 'HLADPB1', 'S100A', 'CD11C', 'PD1',\n", " 'LDH', 'PANCK', 'CCNA2', 'CCND1', 'CD63', 'CD31'],\n", " dtype='object')" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata.var_names" ] }, { "cell_type": "code", "execution_count": 5, "id": "73c990a7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SOX10_positive\n", "False 586292\n", "True 524293\n", "Name: count, dtype: int64\n" ] } ], "source": [ "# The expression is scaled. So, the gate is 0.5\n", "spc.prep.setGate(adata, \"SOX10\", 0.5)" ] }, { "cell_type": "code", "execution_count": 7, "id": "49eda8c9", "metadata": {}, "outputs": [], "source": [ "# Load regions\n", "# note that you may want to scale the coordinates to convert from pixels to microns\n", "epi = spc.utils.importRegion(\"../data/tutorial5_Z147_1.ome.tif-rois.csv\", scale=pixels2micron)\n", "\n", "tumor = spc.utils.importRegion(\"../data/tutorial5_boundary.csv\") # see the end of this file for example" ] }, { "cell_type": "code", "execution_count": 8, "id": "e3eaa4b5", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "723114it [01:37, 7424.25it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Assigned points to region: Tumor\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "531709it [00:16, 32188.14it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Assigned points to region: Epi\n" ] } ], "source": [ "# assign cells to regions\n", "\n", "adata.obs[\"tumor_region\"] = \"non-Tumor\"\n", "spc.spatial.assignPointsToRegions(\n", " adata, [tumor], [\"Tumor\"], assigncolumn=\"tumor_region\", default=\"non-Tumor\"\n", ")\n", "\n", "adata.obs[\"epi_region\"] = \"non-Epi\"\n", "spc.spatial.assignPointsToRegions(\n", " adata, [epi], [\"Epi\"], assigncolumn=\"epi_region\", default=\"non-Epi\"\n", ")" ] }, { "cell_type": "code", "execution_count": 9, "id": "e6ed9f23", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# plot\n", "markersize = 1\n", "fig, ax = plt.subplots(figsize=(10,8))\n", "\n", "## all points\n", "ax.scatter(\n", " *zip(*adata.obs[[\"X_centroid\", \"Y_centroid\"]].to_numpy()),\n", " s=markersize, color=\"grey\", alpha=0.3, label=\"Other cells\"\n", ")\n", "\n", "## tumor\n", "tumor_tmp = adata.obs[adata.obs[\"tumor_region\"] == \"Tumor\"]\n", "ax.scatter(\n", " *zip(*tumor_tmp[[\"X_centroid\", \"Y_centroid\"]].to_numpy()),\n", " s=markersize, color=\"red\", alpha=0.5, label=\"Tumor\"\n", ")\n", "\n", "## epi\n", "epi_tmp = adata.obs[adata.obs[\"epi_region\"] == \"Epi\"]\n", "ax.scatter(\n", " *zip(*epi_tmp[[\"X_centroid\", \"Y_centroid\"]].to_numpy()),\n", " s=markersize, color=\"blue\", alpha=0.5, label=\"Epi\"\n", ")\n", "ax.legend(loc=\"lower right\", markerscale=5)\n", "ax.invert_yaxis()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 10, "id": "6ba3cb3d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "epi_region\n", "non-Epi 1098026\n", "Epi 12559\n", "Name: count, dtype: int64\n", "tumor_region\n", "Tumor 586796\n", "non-Tumor 523789\n", "Name: count, dtype: int64\n" ] } ], "source": [ "print(adata.obs['epi_region'].value_counts())\n", "print(adata.obs['tumor_region'].value_counts())" ] }, { "cell_type": "code", "execution_count": 11, "id": "1d4fa813", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "586796it [00:10, 56913.73it/s]\n" ] } ], "source": [ "# Calculate distance from tumor boundary\n", "spc.msmt.getDistanceFromObject(\n", " adata,\n", " epi,\n", " region_col=\"tumor_region\",\n", " region_subset=[\"Tumor\"],\n", " name=\"distance_from_epidermis\",\n", " binned=True,\n", " binsize=1500,\n", ")" ] }, { "cell_type": "code", "execution_count": 12, "id": "0147a01a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "distance_from_epidermis_binned\n", "[0, 1500) 92232\n", "[1500, 3000) 122678\n", "[3000, 4500) 120291\n", "[4500, 6000) 102554\n", "[6000, 7500) 105681\n", "[7500, 9000) 43095\n", "[9000, 10500) 265\n", "Name: count, dtype: int64\n" ] } ], "source": [ "print(adata.obs['distance_from_epidermis_binned'].value_counts(sort=False))" ] }, { "cell_type": "code", "execution_count": 13, "id": "6c85c55c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 1110585 × 30\n", " obs: 'X_centroid', 'Y_centroid', 'column_centroid', 'row_centroid', 'Area', 'MajorAxisLength', 'MinorAxisLength', 'Eccentricity', 'Solidity', 'Extent', 'Orientation', 'imageid', 'phenotype', 'kmeans', 'kmeans_renamed', 'pickseq_roi', 'pickseq_roi_minimal', 'dermis_roi', 'epidermis_roi', 'general_roi', 'Kmeans_r', 'der_epider_roi', 'phenotype_proliferation', 'phenograph', 'spatial_expression_phenograph', 'spatial_expression_kmeans', 'phenograph_raw', 'phenograph_raw_minimal', 'phenotype_1', 'phenotype_1_tumor_kmeans', 'phenotype_1_tumor_kmeans_renamed', 'phenotype_final', 'spatial_expression_consolidated', 'MC', 'spatial_count_kmeans', 'phenotype_2', 'phenotype_2_tumor_kmeans', 'phenotype_2_tumor_kmeans_renamed', 'phenotype_large_cohort', 'phenotype_large_cohort_RJP', 'spatial_lda_kmeans', 'phenotype_2_tumor_kmeans_old', 'tumor_expression_trimmed', 'tumor_expression_TC', 'IM_roi', 'TC_ROI_IM_large', 'TC_ROI_IM_small', 'TC_ROI_IM_elarge', 'manuscript_roi', 'SOX10_positive', 'tumor_region', 'epi_region', 'distance_from_epidermis', 'distance_from_epidermis_binned'\n", " uns: 'all_markers', \"dendrogram_['kmeans']\", \"dendrogram_['phenograph']\", \"dendrogram_['phenograph_raw']\", \"dendrogram_['phenograph_raw_minimal']\", \"dendrogram_['phenotype']\", \"dendrogram_['phenotype_2_tumor_kmeans']\", \"dendrogram_['phenotype_2_tumor_kmeans_scaled']\", \"dendrogram_['spatial_expression_consolidated']\", \"dendrogram_['spatial_expression_kmeans']\", \"dendrogram_['spatial_expression_phenograph']\", 'interaction_all', 'rank_genes_groups', 'spatial_count_radius', 'spatial_distance', 'spatial_expression_radius', 'spatial_interaction', 'spatial_interaction_1', 'spatial_interaction_motif_analysis'" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata" ] }, { "cell_type": "code", "execution_count": 14, "id": "6a97594d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "pheno\n", "Other 995691\n", "Proliferating Tumor 100498\n", "Proliferating T cells 14396\n", "Name: count, dtype: int64\n" ] } ], "source": [ "adata.obs[\"pheno\"] = \"Other\"\n", "adata.obs.loc[adata.obs[\"phenotype_proliferation\"] == \"Proliferating Tumor\", \"pheno\"] = \"Proliferating Tumor\"\n", "adata.obs.loc[adata.obs[\"phenotype_proliferation\"] == \"Proliferating T cells\", \"pheno\"] = \"Proliferating T cells\"\n", "\n", "\n", "print(adata.obs['pheno'].value_counts())" ] }, { "cell_type": "code", "execution_count": 15, "id": "764c4f7e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "metric_col = \"distance_from_epidermis_binned\"\n", "pheno = \"pheno\"\n", "\n", "\n", "markersize = 0.5\n", "fig, [ax1, ax2] = plt.subplots(1, 2, figsize=(17, 7))\n", "\n", "## Plot epidermis points and boundary\n", "epi_tmp = adata.obs[adata.obs[\"epi_region\"] == \"Epi\"]\n", "ax1.scatter(\n", " *zip(*epi_tmp[[\"X_centroid\", \"Y_centroid\"]].to_numpy()),\n", " s=markersize, color=\"red\", alpha=0.5\n", ")\n", "spc.plt.plotBoundary(epi, ax=ax1, linewidth=1.0, color=\"k\")\n", "\n", "\n", "## Plot tumor points by distance from epidermis\n", "sns.scatterplot(\n", " data=adata.obs,\n", " x=\"X_centroid\",\n", " y=\"Y_centroid\",\n", " hue=metric_col,\n", " alpha=0.8,\n", " s=markersize,\n", " ax=ax1,\n", ")\n", "ax1.invert_yaxis()\n", "ax1.legend(loc=\"upper right\", title=metric_col)\n", "\n", "\n", "## Plot region composition barplots\n", "df = spc.msmt.getRegionComposition(\n", " adata, \n", " [metric_col, pheno], \n", " regions=[\"Tumor\"], \n", " regioncol=\"tumor_region\"\n", ").sort_values(by=metric_col, ascending=False)\n", "\n", "sns.barplot(data=df, y=metric_col, x=\"composition\", hue=pheno, log=True, ax=ax2)\n", "ax2.legend(bbox_to_anchor=(1.02, 1), loc=\"upper left\", borderaxespad=0)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b88bc568", "metadata": {}, "source": [ "## Generate and export tumor region\n", "\n", "The following steps compute the tumor cell region based on SOX10+ cells for distance measurement with the epithelial cells. For detailed tutorial, please refer to tutorial 0. " ] }, { "cell_type": "code", "execution_count": 58, "id": "0a0449c2", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "markers_of_interest = [\"SOX10_positive\"]\n", "communitycolumn = \"SOX10_community\"\n", "\n", "ret = spc.spa.getCommunities(\n", " adata,\n", " markers_of_interest,\n", " eps=90, # smaller --> more cells are considered as outliers.\n", " newcolumn=communitycolumn,\n", ")\n", "\n", "fig, ax = plt.subplots(figsize=(10, 8))\n", "spc.plt.plotCommunities(\n", " adata, ret, communitycolumn, plot_first_n_clusters=10, s=1, fontsize=10, ax=ax\n", ")\n", "ax.invert_yaxis()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 60, "id": "c89ca259", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Indexes of the 10 largest clusters:\n", " [0, 16, 12, 1, 2, 19, 24, 15, 32, 3]\n", "Cluster size and index:\n", " [(420503, 0), (53646, 16), (13179, 12), (9583, 1), (8328, 2), (6697, 19), (3407, 24), (1586, 15), (995, 32), (557, 3)]\n" ] } ], "source": [ "clusters_idx_sorted = [idx for npoints, idx in ret[0]]\n", "plot_first_n_clusters = 10\n", "print(\n", " \"Indexes of the\",\n", " plot_first_n_clusters,\n", " \"largest clusters:\\n\",\n", " clusters_idx_sorted[:plot_first_n_clusters],\n", ")\n", "print(\"Cluster size and index:\\n\", ret[0][:plot_first_n_clusters])\n", "\n" ] }, { "cell_type": "code", "execution_count": 62, "id": "687ab439", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Here we choose the three largest ones of interest in the larger tumor region:\n", "communityIndexList = [0, 1, 2, 3]\n", "\n", "boundary = spc.spa.getBoundary(adata, communitycolumn, communityIndexList, alpha=100)\n", "# filter out small regions or holes based on the number of edges\n", "# or the area of the region\n", "boundary_pruned = spc.spa.pruneSmallComponents(\n", " boundary, min_edges=50, holes_min_edges=50, holes_min_area=50000\n", ")\n", "\n", "markersize = 1\n", "fig, ax = plt.subplots(figsize=(10, 8))\n", "## all points\n", "ax.scatter(\n", " *zip(*adata.obs[[\"X_centroid\", \"Y_centroid\"]].to_numpy()),\n", " s=markersize, color=\"grey\", alpha=0.2\n", ")\n", "\n", "# Points in selected commnities\n", "xy = adata.obs[adata.obs[communitycolumn].isin(communityIndexList)][\n", " [\"X_centroid\", \"Y_centroid\"]\n", "].to_numpy()\n", "ax.scatter(xy[:, 0], xy[:, 1], s=markersize, color=\"r\")\n", "\n", "# Boundary of selected communities\n", "spc.plt.plotBoundary(boundary_pruned, ax=ax)\n", "ax.invert_yaxis()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b3f4bf63", "metadata": {}, "source": [ "## Save the boundary objects generated \n", "Boundary objects can be saved as geojson type files or omero format csv files. Note that currently, saving to csv format ignores the holes inside boundary regions. To preserve information of the holes, save to a json/geojson file instead. " ] }, { "cell_type": "code", "execution_count": 5, "id": "871304a8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ 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] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "spc.utils.exportRegion(boundary_pruned, \"../data/tutorial5_boundary.json\")\n", "spc.utils.exportRegion(boundary_pruned, \"../data/tutorial5_boundary.csv\")" ] }, { "cell_type": "code", "execution_count": null, "id": "d3f4af2f", "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": "3.10.13" } }, "nbformat": 4, "nbformat_minor": 5 }