{ "cells": [ { "cell_type": "markdown", "id": "5fcdc2c2", "metadata": {}, "source": [ "# ComSeg tutorial" ] }, { "cell_type": "markdown", "id": "1aa87654", "metadata": {}, "source": [ "ComSeg is an algorithm to perform cell segmentation from RNA point clouds (single cell spatial RNA profiling) from FISH based spatial transcriptomic data. It takes as input a folder of CSV file containing the spots coordiantes of each images and a folder of nucleus segmentation masks for each image. If nucleus segmentation is not available, cell centroids are enough to apply ComSeg. \n", "\n", "This tutorial is organized as follow: \n", "\n", "1) Dataset initialization \n", "2) Create a graph of RNA molecule nodes and apply graph patitioning \n", "3) In situ clustering \n", "4) final RNA-nuclei association \n" ] }, { "cell_type": "code", "id": "1ad74100", "metadata": { "ExecuteTime": { "end_time": "2025-02-06T10:34:07.962265Z", "start_time": "2025-02-06T10:34:07.960503Z" } }, "source": [], "outputs": [], "execution_count": null }, { "cell_type": "code", "id": "86787eee", "metadata": { "ExecuteTime": { "end_time": "2025-02-06T10:34:07.965886Z", "start_time": "2025-02-06T10:34:07.963610Z" } }, "source": [ "#### HYPERPARAMETER ####\n", "MEAN_CELL_DIAMETER = 15 # in micrometer\n", "MAX_CELL_RADIUS = 15 # in micrometer\n", "#########################" ], "outputs": [], "execution_count": 1 }, { "cell_type": "markdown", "id": "1129e54b", "metadata": {}, "source": [ "## 1) dataset initialization\n", "\n", "The first step is to create a comseg-dataset. This object will preprocess the spot coordinates of each images from csv file, add optional prior knowledge and compute the co-expression correlation at the dataset scale.\n", "\n", "\n", "You need a folder with your spots coordiantes **in pixel** csv files, with the naming convention {image_name}.csv \n", " \n", "You need a folder with you prior segmentation files, with the naming convention {image_name}.tiff\n", "\n", "Download the test data for this tutorail at https://cloud.minesparis.psl.eu/index.php/s/zkEfL3fdZyteoXl\n" ] }, { "cell_type": "code", "id": "12f21285", "metadata": { "ExecuteTime": { "end_time": "2025-02-06T10:34:09.948660Z", "start_time": "2025-02-06T10:34:07.967143Z" } }, "source": [ "import pandas as pd\n", "import matplotlib\n", "import comseg\n", "import numpy as np\n", "import random\n", "import tifffile\n", "import importlib\n", "from comseg import dataset as ds\n", "import scanpy\n", "%matplotlib inline\n", "import importlib\n", "#importlib.reload(ds)" ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/tom/.local/lib/python3.8/site-packages/geopandas/_compat.py:124: UserWarning: The Shapely GEOS version (3.11.4-CAPI-1.17.4) is incompatible with the GEOS version PyGEOS was compiled with (3.10.4-CAPI-1.16.2). Conversions between both will be slow.\n", " warnings.warn(\n" ] } ], "execution_count": 2 }, { "cell_type": "code", "execution_count": 3, "id": "3e18260a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "add 07_CtrlNI_Pdgfra-Cy3_Serpine1-Cy5_004\n", "add 07_CtrlNI_Pdgfra-Cy3_Serpine1-Cy5_006\n", "add prior to 07_CtrlNI_Pdgfra-Cy3_Serpine1-Cy5_004\n", "prior added to 07_CtrlNI_Pdgfra-Cy3_Serpine1-Cy5_004 and saved in csv file\n", "dict_centroid added for 07_CtrlNI_Pdgfra-Cy3_Serpine1-Cy5_004 \n", "add prior to 07_CtrlNI_Pdgfra-Cy3_Serpine1-Cy5_006\n", "prior added to 07_CtrlNI_Pdgfra-Cy3_Serpine1-Cy5_006 and saved in csv file\n", "dict_centroid added for 07_CtrlNI_Pdgfra-Cy3_Serpine1-Cy5_006 \n" ] } ], "source": [ "\n", "your_path_to_test_data = \"/home/tom/Bureau/test_set_tutorial_comseg\"\n", "\n", "\n", "## path to you .csv spots coordinate folder\n", "path_dataset_folder = your_path_to_test_data + \"/dataframes\"\n", "\n", "\n", "##path to your prior segmentation mask\n", "path_to_mask_prior = your_path_to_test_data + \"/mask\"\n", "\n", "## scale / pixel size in um \n", "dico_scale = {\"x\": 0.103, 'y': 0.103, \"z\": 0.3}\n", "\n", "\n", "### create the dataset object \n", "dataset = ds.ComSegDataset(\n", " path_dataset_folder = path_dataset_folder,\n", " prior_name = 'in_nucleus',\n", " path_to_mask_prior =path_to_mask_prior,\n", " dict_scale={\"x\": 0.103, 'y': 0.103, \"z\": 0.3},\n", " mask_file_extension = \".tiff\",\n", " mean_cell_diameter = MEAN_CELL_DIAMETER\n", ")\n", "\n", "\n", "### add prior knowledge, here using nucleus segmentation mask\n", "dataset.add_prior_from_mask( \n", " overwrite = True,\n", " compute_centroid = True # compute cell centroid \n", " )" ] }, { "cell_type": "markdown", "id": "68a0e1e9", "metadata": {}, "source": [ "The dataset class handles the spot coordinates, the position of cell centroid and the potential prior masks with the column `prior_name = 'in_nucleus'`. The prior name column should be fill with 0 if not prior or with the nucleus/cell_id if there is a prior for the RNA spots" ] }, { "cell_type": "code", "execution_count": 4, "id": "fd0c854b", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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xyzgenein_nucleus
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\n", "
" ], "text/plain": [ " x y z gene in_nucleus\n", "9617 934 49 40 Upk3b 0\n", "9618 923 7 30 Upk3b 0\n", "9619 894 49 14 Upk3b 0\n", "9620 890 39 22 Upk3b 36\n", "9621 935 23 18 Upk3b 0\n", "9622 877 40 9 Upk3b 0\n", "9623 852 74 12 Upk3b 0\n", "9624 895 57 42 Upk3b 0\n", "9625 932 43 12 Upk3b 0\n", "9626 894 31 35 Upk3b 0\n", "9627 958 78 9 Upk3b 0\n", "9628 789 76 11 Upk3b 0\n", "9629 924 45 11 Upk3b 0\n", "9630 931 49 49 Upk3b 0\n", "9631 900 46 13 Upk3b 0" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset[\"07_CtrlNI_Pdgfra-Cy3_Serpine1-Cy5_006\"][['x','y', 'z', 'gene', 'in_nucleus']].tail(15)" ] }, { "cell_type": "markdown", "id": "7eda527a", "metadata": {}, "source": [ "In the fonction ``dataset.add_prior_from_mask()``, the centroid of each nucleus was also comuted and can be access as follow:" ] }, { "cell_type": "code", "execution_count": 5, "id": "56d15b9c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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cellcentroid
01[18.67, 14.87, 991.41]
12[2.73, 26.92, 910.4]
27[2.72, 318.71, 119.28]
38[8.62, 385.52, 1082.46]
49[15.13, 427.78, 255.53]
\n", "
" ], "text/plain": [ " cell centroid\n", "0 1 [18.67, 14.87, 991.41]\n", "1 2 [2.73, 26.92, 910.4]\n", "2 7 [2.72, 318.71, 119.28]\n", "3 8 [8.62, 385.52, 1082.46]\n", "4 9 [15.13, 427.78, 255.53]" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "centroid = dataset.dict_centroid[\"07_CtrlNI_Pdgfra-Cy3_Serpine1-Cy5_006\"]\n", "pd.DataFrame({\"cell\": list(centroid.keys()),\n", " 'centroid': list(np.array(list(centroid.values())).round(2))}).head(5)" ] }, { "cell_type": "markdown", "id": "a0bfeeec", "metadata": {}, "source": [ "#### Computation of the co-expression correlation at the dataset scale\n", "In case of large dataset, the computation of the co-expression correlation matrix can be speed up by reducing the \n", "``sampling_size`` parameter. ``sampling_size`` corresponds to the number of RNAs used to compute the co-expression matrix" ] }, { "cell_type": "code", "execution_count": 10, "id": "7c9c7061", "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " 0%| | 0/2 [00:00" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import seaborn as sns\n", "from matplotlib import pyplot as plt\n", "corr_matrix = []\n", "\n", "for gene0 in dataset.dict_co_expression:\n", " list_corr_gene0 = []\n", " for gene1 in dataset.dict_co_expression:\n", " list_corr_gene0.append(dataset.dict_co_expression[gene0][gene1])\n", " corr_matrix.append(list_corr_gene0)\n", "list_gene = list(dataset.dict_co_expression.keys())\n", "#plotting the heatmap for correlation\n", "ax = sns.heatmap(corr_matrix, xticklabels = list_gene, yticklabels = list_gene,)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "abf12cf1", "metadata": { "scrolled": true }, "source": [ "## 2) Create a graph of RNA molecule nodes and apply graph patitioning\n", "\n", " - we will use the previously computed co-expression matrix to weigth the KNN of graph of RNA\n", " - We will then partition this K-Nearest Neighbors (KNN) graph, into distinct communities of RNA molecules. These identified RNA communities are expected to group together neighboring RNA molecules that originate from co-expressed genes, and therefore, are likely to be from the same cell." ] }, { "cell_type": "code", "execution_count": 12, "id": "342bb595", "metadata": {}, "outputs": [], "source": [ "import comseg\n", "from comseg import model\n", "from comseg import dictionary" ] }, { "cell_type": "code", "execution_count": 13, "id": "195ad0e2", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " 0%| | 0/2 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import scanpy as sc\n", "import random\n", "palette = {}\n", "for i in range(-1, 500):\n", " palette[str(i)] = \"#\" + \"%06x\" % random.randint(0, 0xFFFFFF)\n", "adata = Comsegdict.in_situ_clustering.anndata_cluster\n", "adata.obs[\"leiden_merged\"] = adata.obs[\"leiden_merged\"].astype(str)\n", "sc.tl.umap(adata)\n", "fig_ledien = sc.pl.umap(adata, color=[\"leiden_merged\"], palette=palette, legend_loc='on data',\n", " )" ] }, { "cell_type": "markdown", "id": "4e0552d1", "metadata": {}, "source": [ "### Transcriptomic domain map \n", "After this step, each node in the graph is labeled by its identified transcriptomic profile $L_i$ using the previous UMAP. \n", "Hence it is possible to plot a transcriptomic domain map showing the transcriptomic heterogenity at the tissue level using the $L_i$ profiles of the RNA communities." ] }, { "cell_type": "code", "execution_count": 16, "id": "3b440f0b", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 11410/11410 [00:00<00:00, 304389.36it/s]\n", "100%|██████████| 9632/9632 [00:00<00:00, 326973.49it/s]\n" ] }, { "data": { "text/plain": [ "\"ComSegDict {'07_CtrlNI_Pdgfra-Cy3_Serpine1-Cy5_004': , '07_CtrlNI_Pdgfra-Cy3_Serpine1-Cy5_006': }\"" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Comsegdict.add_cluster_id_to_graph(clustering_method = \"leiden_merged\")" ] }, { "cell_type": "code", "execution_count": 17, "id": "1f7b7829", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from comseg.utils import plot\n", "importlib.reload(plot)\n", "img_name = list(Comsegdict.keys())[1]\n", "G = Comsegdict[img_name].G\n", "nuclei = tifffile.imread(\n", " your_path_to_test_data + f'/mask/{img_name}.tiff')\n", "\n", "\n", "fig, ax = plot.plot_result(G=G,\n", " nuclei = nuclei,\n", " key_node = 'gene',\n", " dico_cell_color = None,\n", " figsize=(10, 10),\n", " spots_size = 10,\n", " title = \"ONE COLOR = ONE GENE\")\n", "\n", "fig, ax = plot.plot_result(G=G,\n", " nuclei = nuclei,\n", " key_node = 'leiden_merged',\n", " dico_cell_color = palette,\n", " figsize=(10, 10),\n", " spots_size = 10,\n", " title = \"ONE COLOR = ONE TRANSCRIPTOMIC CLUSTER\")" ] }, { "cell_type": "markdown", "id": "d026ef2a", "metadata": {}, "source": [ "## 4) final RNA-nuclei association\n", "\n", "### Classify nuclei centroid\n", "\n", "We will now categorize each nucleus based on the domain map that was computed earlier. The centroid of each nucleus is labeled by the transcriptomic profile that is most prevalent in its surrounding area. \n", "Of note cell centroid can also be loaded from an external folder with one dataframe or dictionnary per images containing the centroid coodinate\n", "\n" ] }, { "cell_type": "code", "execution_count": 18, "id": "e2b16734", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 2/2 [00:00<00:00, 11.32it/s]\n" ] } ], "source": [ "Comsegdict.classify_centroid(\n", " n_neighbors=15,\n", " dict_in_pixel=True,\n", " max_dist_centroid=None,\n", " key_pred=\"leiden_merged\",\n", " distance=\"ngb_distance_weights\",\n", " )" ] }, { "cell_type": "markdown", "id": "44cfed25", "metadata": {}, "source": [ "### todo add a vizualization of the classify nuclei" ] }, { "cell_type": "markdown", "id": "6fc9eb26", "metadata": {}, "source": [ "### Apply dikstra\n", "\n", "We now utilize the Dijkstra's algorithm to link each nucleus centroid to the closest RNAs that are labeled with the same transcriptomic cluster." ] }, { "cell_type": "code", "execution_count": 19, "id": "550c0bee", "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " 0%| | 0/2 [00:00,\n", " )" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "importlib.reload(comseg)\n", "from comseg.utils import plot \n", "importlib.reload(plot)\n", "\n", "G = Comsegdict[img_name].G\n", "nuclei = tifffile.imread(\n", " your_path_to_test_data + f'/mask/{img_name}.tiff')\n", "\n", "plot.plot_result(G=G,\n", " nuclei = nuclei,\n", " key_node = 'cell_index_pred',\n", " title = None,\n", " dico_cell_color = None,\n", " figsize=(15, 15),\n", " spots_size = 10,\n", " plot_outlier = False)" ] }, { "cell_type": "markdown", "id": "d717f4d0", "metadata": {}, "source": [ "### OUTPUT ANNDATA\n", "\n", "the final output of this pipeline is an AnnData object so our model can be integrated into Scanpy/Scverse single cell workflow analysis. \n", "It contains for each cell an exppression vector, the cell centroid coordinates and the molecule coordinates associated to this cell." ] }, { "cell_type": "code", "execution_count": 21, "id": "e732c3f5", "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 2/2 [00:00<00:00, 21.63it/s]\n" ] } ], "source": [ "anndata ,jsons = Comsegdict.anndata_from_comseg_result( \n", " return_polygon = False,\n", " alpha = 0.6,\n", " min_rna_per_cell = 5)" ] }, { "cell_type": "code", "execution_count": 22, "id": "04da9758", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " node_index x y z gene cell cell_type in_nucleus nb_mol \\\n", "0 0 945 436 13 C1qa 8 T_cells 0 1 \n", "1 1 1187 354 50 C1qa 8 T_cells 0 1 \n", "2 2 1109 348 8 C1qa 8 T_cells 0 1 \n", "3 3 644 528 18 C1qa 107 Club 0 1 \n", "4 4 668 659 45 C1qa 107 Club 0 1 \n", "\n", " index_commu leiden_merged cell_index_pred distance2centroid \n", "0 0 4 0 inf \n", "1 1 -1 0 inf \n", "2 2 4 0 inf \n", "3 3 4 0 inf \n", "4 4 4 0 inf " ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Comsegdict.final_anndata.uns['df_spots']['07_CtrlNI_Pdgfra-Cy3_Serpine1-Cy5_006'].head(5)" ] }, { "cell_type": "markdown", "id": "93655bc1", "metadata": {}, "source": [ "### Final single cell clustering from the anndata" ] }, { "cell_type": "code", "execution_count": 23, "id": "7c10b7bf", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/tom/.local/lib/python3.8/site-packages/scanpy/plotting/_tools/scatterplots.py:394: 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "adata = Comsegdict.final_anndata\n", "#sc.tl.pca(adata, svd_solver='arpack', n_comps = 0)\n", "sc.pp.neighbors(adata, n_neighbors=30, n_pcs=0)\n", "sc.tl.leiden(adata, resolution=1)\n", "sc.tl.umap(adata)\n", "sc.pl.umap(adata, color=[\"leiden\"], palette=palette, legend_loc='on data')\n" ] }, { "cell_type": "markdown", "id": "c4c090d4", "metadata": {}, "source": [ "### Save annData" ] }, { "cell_type": "code", "execution_count": 24, "id": "8c462a4b", "metadata": {}, "outputs": [], "source": [ "from pathlib import Path\n", "anndata.write_h5ad( Path(your_path_to_test_data) / \"result.h5ad\")" ] }, { "cell_type": "markdown", "id": "7b351e5e", "metadata": {}, "source": [ "### relaod it " ] }, { "cell_type": "code", "execution_count": 25, "id": "f0e11720", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 75 × 13\n", " obs: 'CellID', 'Name', 'centroid_z', 'centroid_y', 'centroid_x', 'image_name', 'leiden'\n", " var: 'features'\n", " uns: 'df_spots', 'leiden', 'leiden_colors', 'neighbors', 'umap'\n", " obsm: 'X_umap'\n", " obsp: 'connectivities', 'distances'" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sc.read_h5ad(Path(your_path_to_test_data) / \"result.h5ad\")" ] }, { "cell_type": "code", "execution_count": 23, "id": "ec0c34ef", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "51cf01eb", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "ComSeg_env3", "language": "python", "name": "comseg_env3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.12" } }, "nbformat": 4, "nbformat_minor": 5 }