{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Communication (single-cell)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/earmingol/scCellFie/blob/main/docs/source/notebooks/sc_communication.ipynb)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this tutorial, we will walk you through how to infer metabolite-mediated cell-cell communication using single-cell data.\n", "\n", "Here, we will use the results we previously generated for the Human Endometrial Cell Atlas (HECA) dataset [(Mareckova & Garcia-Alonso et al 2023)](https://doi.org/10.1038/s41588-024-01873-w) by running our [Quick Start Tutorial](https://sccellfie.readthedocs.io/en/latest/notebooks/quick_start_human.html)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## This tutorial includes following steps:\n", "* [Loading libraries](#loading-libraries)\n", "* [Loading endometrium results](#loading-endometrium-results)\n", "* [Defining cell types](#defining-cell-types)\n", "* [Data preparation](#data-preparation)\n", "* [Inferring intercellular communication](#inferring-intercellular-communication)\n", "* [Visualizing interactions](#visualizing-interactions)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading libraries " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import sccellfie\n", "import scanpy as sc\n", "\n", "import pandas as pd\n", "import numpy as np\n", "\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import glasbey\n", "\n", "import textwrap\n", "\n", "## To avoid warnings\n", "import warnings\n", "warnings.filterwarnings(\"ignore\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In addition, we set up a folder to save our figures. This folder is stored in the settings of Scanpy:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "sc.settings.figdir = './results/communication-figures/'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading endometrium results " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We start opening the results previously generated by running the scCellFie pipeline on the HECA dataset. If you haven't run the pipeline yet, please follow [this tutorial](https://sccellfie.readthedocs.io/en/latest/notebooks/quick_start_human.html).\n", "\n", "In this case, we will load the objects that were present in ``results['adata']`` in that tutorial. This object contains:\n", "- ``results['adata']``: contains gene expression in ``.X``.\n", "- ``results['adata'].layers['gene_scores']``: contains gene scores as in the original CellFie paper.\n", "- ``results['adata'].uns['Rxn-Max-Genes']``: contains determinant genes for each reaction per cell.\n", "- ``results['adata'].reactions``: contains reaction scores in ``.X`` so every scanpy function can be used on this object to visualize or compare values.\n", "- ``results['adata'].metabolic_tasks``: contains metabolic task scores in ``.X`` so every scanpy function can be used on this object to visualize or compare values.\n", "\n", "Here, we will name this object directly as ``adata``. Each of the previous elements should be under ``adata.``, as for example ``adata.metabolic_tasks``." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "./results//Human_HECA_scCellFie.h5ad was correctly loaded\n", "./results//Human_HECA_scCellFie_reactions.h5ad was correctly loaded\n", "./results//Human_HECA_scCellFie_metabolic_tasks.h5ad was correctly loaded\n" ] } ], "source": [ "adata = sccellfie.io.load_adata(folder='./results/',\n", " filename='Human_HECA_scCellFie'\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this case, we are interested in the metabolic task scores, which can be found in the adata.metabolic_tasks AnnData object." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 90001 × 215\n", " obs: 'n_genes', 'sample', 'percent_mito', 'n_counts', 'Endometriosis_stage', 'Endometriosis', 'Hormonal treatment', 'Binary Stage', 'Stage', 'phase', 'dataset', 'Age', 'lineage', 'celltype', 'label_long'\n", " uns: 'Binary Stage_colors', 'Biopsy_type_colors', 'Endometrial_pathology_colors', 'Endometriosis_stage_colors', 'GarciaAlonso_celltype_colors', 'Group_colors', 'Hormonal treatment_colors', 'Library_genotype_colors', 'Mareckova_celltype_colors', 'Mareckova_epi_celltype_colors', 'Mareckova_lineage_colors', 'Processing_colors', 'Symbol_colors', 'Tan_cellsubtypes_colors', 'Tan_celltype_colors', 'Treatment_colors', 'celltype_colors', 'dataset_colors', 'genotype_colors', 'hvg', 'label_long_colors', 'leiden', 'leiden_R_colors', 'leiden_colors', 'lineage_colors', 'neighbors', 'normalization', 'phase_colors', 'umap'\n", " obsm: 'X_scVI', 'X_umap'\n", " obsp: 'connectivities', 'distances'" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata.metabolic_tasks" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Defining cell types \n", "\n", "For metabolic marker identification, we need to specify which column in the AnnData object contains the cell type information:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Our column indicating the cell types in the adata.obs dataframe\n", "cell_group = 'celltype'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Which can be visualized as" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.umap(adata, color=cell_group, frameon=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Data preparation \n", "\n", "scCellFie generates separate AnnData objects containing either reaction scores (`adata.reactions`) or task scores (`adata.metabolic_tasks`). Therefore, to infer cell-cell communication, we need to put metabolic task scores together with gene expression in the same AnnData object." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We load our subset of the HECA data, where gene expression of all genes is contained:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "bdata = sc.read(filename='./data/HECA-Subset.h5ad',\n", " backup_url='https://zenodo.org/records/15072628/files/HECA-Subset.h5ad')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then, we transform gene expression into log1p(CP10k) values." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "sc.pp.normalize_total(bdata, target_sum=10000)\n", "sc.pp.log1p(bdata)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We assign a 'type' column for the features in each AnnData, so we can easily recognize which are genes and tasks." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "adata.metabolic_tasks.var['type'] = 'metabolic score'\n", "bdata.var['type'] = 'gene expression'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here, we transfer metabolic scores into the AnnData object containing gene expression. For this, we use a built-in function in scCellFie to transfer features from one source adata into another target adata. In this case we transfer all metabolic tasks (by using `var_names=adata.metabolic_tasks.var_names`)." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "adata_updated = sccellfie.preprocessing.adata_utils.transfer_variables(\n", " adata_target=bdata,\n", " adata_source=adata.metabolic_tasks,\n", " var_names=adata.metabolic_tasks.var_names\n", ")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 90001 × 17951\n", " obs: 'n_genes', 'sample', 'percent_mito', 'n_counts', 'Endometriosis_stage', 'Endometriosis', 'Hormonal treatment', 'Binary Stage', 'Stage', 'phase', 'dataset', 'Age', 'lineage', 'celltype', 'label_long'\n", " var: 'type'\n", " uns: 'Binary Stage_colors', 'Biopsy_type_colors', 'Endometrial_pathology_colors', 'Endometriosis_stage_colors', 'GarciaAlonso_celltype_colors', 'Group_colors', 'Hormonal treatment_colors', 'Library_genotype_colors', 'Mareckova_celltype_colors', 'Mareckova_epi_celltype_colors', 'Mareckova_lineage_colors', 'Processing_colors', 'Symbol_colors', 'Tan_cellsubtypes_colors', 'Tan_celltype_colors', 'Treatment_colors', 'celltype_colors', 'dataset_colors', 'genotype_colors', 'hvg', 'label_long_colors', 'leiden', 'leiden_R_colors', 'leiden_colors', 'lineage_colors', 'neighbors', 'phase_colors', 'umap', 'log1p'\n", " obsm: 'X_scVI', 'X_umap'\n", " obsp: 'connectivities', 'distances'" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata_updated" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Inferring intercellular communication \n", "\n", "Using our new AnnData object (``adata_updated``), we can infer cell-cell communication by computing communication scores (see [this review paper for more details](https://www.nature.com/articles/s41576-020-00292-x)) for a list of ligand-receptor (LR) pairs." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Defining list of LR pairs\n", "\n", "In this case, our ligand is represented by the metabolic task(s) that produce this metabolite, while the receptor is the gene encoding for the known protein that interacts with the ligand.\n", "\n", "Here we define a few LR pairs:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "lr_pairs = [('Synthesis of estradiol-17beta (E2) from androstenedione', 'ESR1'),\n", " ('Synthesis of L-kynurenine from tryptophan', 'AHR'),\n", " ('Synthesis of thromboxane from arachidonate', 'TBXA2R'),\n", " ]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you are interested in other interactions, you can always define your own LR pairs based on the metabolic tasks present in scCellFie's metabolic database." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "Note!\n", "\n", "scCellFie now supports the inclusion of \"complexes\" either for the ligand or for the receptor. For example we can pass a receptor made of multiple subunits, or multiple metabolic tasks in case we can to consider all steps for synthesizing a given metabolite, but we need to add them to our `adata_updated`:\n", "\n", "
\n", "\n", "```python\n", "# Add complexes for multi-subunit receptors or multi-task metabolic elements\n", "complexes = {\n", " 'taskA&taskB': ['taskA', 'taskB'], # multiple tasks producing same metabolite\n", " 'GENE1&GENE2': ['GENE1', 'GENE2'], # receptor complex subunits\n", "}\n", "\n", "# This function makes the magic of including the complexes defined before\n", "sccellfie.preprocessing.add_complexes_to_adata(adata_updated, complexes, agg_method='min')\n", "\n", "# Use complex names alongside regular LR pairs\n", "# Ligands can be metabolic tasks or genes (e.g., secreted proteins)\n", "lr_pairs = [\n", " ('taskA&taskB', 'GENE1&GENE2'), # complex task ligand -> complex receptor\n", " ('taskC', 'GENE3'), # single task ligand -> single receptor\n", " ('GENE4', 'GENE5'), # single gene ligand -> single receptor\n", " ('GENE4', 'GENE1&GENE2'), # single gene ligand -> complex receptor\n", "]\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Computing communication scores\n", "\n", "In this case we use the geometric mean between the cell-type level aggregated values (using the Tuckey's trimean). For the ligand we use the metabolic score of the corresponding metabolic task, while for the receptor we use the log-transformed gene expression (log1p(CP10k))." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "ccc_df = sccellfie.communication.compute_communication_scores(adata_updated,\n", " var_pairs=lr_pairs,\n", " groupby=cell_group,\n", " communication_score='gmean',\n", " agg_func='trimean',\n", " ligand_threshold=np.log(2), # Greater than this metabolic activity for considering it active\n", " receptor_threshold=0., # Greater than this expression for considering it active\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Our communication scores are in the `'score'` columm of the ``ccc_df``. Additionlly, this dataframe contains the fraction of cells expressing the ligand, and the receptor. These fractions were calculated as the cells with the metabolic score greater than the ``ligand_threshold`` with respect the total of cells in a cell type. Similarly, the fraction was calculated for the receptor, based on the ``receptor_threshold`` value." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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sender_celltypereceiver_celltypeligandreceptorscoreligand_fractionreceptor_fraction
0ArterialArterialSynthesis of estradiol-17beta (E2) from andros...ESR10.0000000.0821360.057495
1ArterialArterialSynthesis of L-kynurenine from tryptophanAHR0.2012600.0882960.605749
2ArterialArterialSynthesis of thromboxane from arachidonateTBXA2R0.0000000.1108830.188912
3ArterialCiliatedSynthesis of estradiol-17beta (E2) from andros...ESR10.4478370.0821360.712575
4ArterialCiliatedSynthesis of L-kynurenine from tryptophanAHR0.0907710.0882960.459747
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" ], "text/plain": [ " sender_celltype receiver_celltype \\\n", "0 Arterial Arterial \n", "1 Arterial Arterial \n", "2 Arterial Arterial \n", "3 Arterial Ciliated \n", "4 Arterial Ciliated \n", "\n", " ligand receptor score \\\n", "0 Synthesis of estradiol-17beta (E2) from andros... ESR1 0.000000 \n", "1 Synthesis of L-kynurenine from tryptophan AHR 0.201260 \n", "2 Synthesis of thromboxane from arachidonate TBXA2R 0.000000 \n", "3 Synthesis of estradiol-17beta (E2) from andros... ESR1 0.447837 \n", "4 Synthesis of L-kynurenine from tryptophan AHR 0.090771 \n", "\n", " ligand_fraction receptor_fraction \n", "0 0.082136 0.057495 \n", "1 0.088296 0.605749 \n", "2 0.110883 0.188912 \n", "3 0.082136 0.712575 \n", "4 0.088296 0.459747 " ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ccc_df.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Other cell-cell communication tools\n", "\n", "As you can see, here we do not compute P-values since we do not perform any statistical analysis (e.g. permutation analysis).\n", "\n", "Other tools already implement this kind of analysis (e.g. [CellPhoneDB](https://www.nature.com/articles/s41596-024-01137-1) and [LIANA](https://www.nature.com/articles/s41556-024-01469-w)), so we can export our unified AnnData object to run the analysis with another tool." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can save this new object:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "adata_updated.write_h5ad('./results/CCC-Endometrium.h5ad')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Similarly, we can output our database of LR pairs:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ligandreceptor
0Synthesis of estradiol-17beta (E2) from andros...ESR1
1Synthesis of L-kynurenine from tryptophanAHR
2Synthesis of thromboxane from arachidonateTBXA2R
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" ], "text/plain": [ " ligand receptor\n", "0 Synthesis of estradiol-17beta (E2) from andros... ESR1\n", "1 Synthesis of L-kynurenine from tryptophan AHR\n", "2 Synthesis of thromboxane from arachidonate TBXA2R" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "lr_df = pd.DataFrame.from_records(lr_pairs, columns=['ligand', 'receptor'])\n", "lr_df" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can additionally define shorter names for our LR pairs:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "lr_names = ['E2 - ESR1',\n", " 'Kynurenine - AHR',\n", " 'Thromboxane - TBXA2R']" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ligandreceptorlr_name
0Synthesis of estradiol-17beta (E2) from andros...ESR1E2 - ESR1
1Synthesis of L-kynurenine from tryptophanAHRKynurenine - AHR
2Synthesis of thromboxane from arachidonateTBXA2RThromboxane - TBXA2R
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" ], "text/plain": [ " ligand receptor \\\n", "0 Synthesis of estradiol-17beta (E2) from andros... ESR1 \n", "1 Synthesis of L-kynurenine from tryptophan AHR \n", "2 Synthesis of thromboxane from arachidonate TBXA2R \n", "\n", " lr_name \n", "0 E2 - ESR1 \n", "1 Kynurenine - AHR \n", "2 Thromboxane - TBXA2R " ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "lr_df['lr_name'] = lr_names\n", "lr_df" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "lr_df.to_csv('./results/LR-Pairs.csv', index=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "Note!\n", "\n", "Please make sure to format this data in the proper way for the tool you plan using.\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualizing interactions \n", "\n", "In this case we can visualize each of the ligand-receptor interactions we passed.\n", "\n", "For clear visualizations, we can filter important interactions based on the ``'score'``, ``'ligand_fraction'`` and ``'receptor_fraction'``. Additionally, we can define a specific list of cell types to include:" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [], "source": [ "celltypes = ['SOX9_luminal', 'preLuminal', 'Luminal',\n", " 'preCiliated', 'Ciliated', 'dHormones',\n", " 'preGlandular', 'Glandular', 'Glandular secretory',\n", " 'dStromal_early', 'dStromal_mid', 'dStromal_late']" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(len(lr_pairs), \n", " 1, \n", " figsize = (6, 6 * len(lr_pairs)))\n", "\n", "axes = axs.flatten()\n", "\n", "for i, lr in enumerate(lr_pairs):\n", " df = ccc_df.loc[(ccc_df.ligand == lr[0]) & (ccc_df.receptor == lr[1])]\n", " \n", " # THRESHOLD FOR IMPORTANT COMMUNICATION SCORE IS MEAN + 1 STD\n", " score_thresh = df.score.mean() + df.score.std()\n", " \n", " # CELL TYPES MUST EXPRESS LIGAND AND RECEPTOR IN MORE THAN 10% OF SINGLE CELLS\n", " frac_thresh = (df.ligand_fraction > 0.1) & (df.receptor_fraction > 0.1)\n", " \n", " # FILTER INTERACTONS\n", " filtered_df = df.loc[(df.score >= score_thresh) & (frac_thresh)]\n", " \n", " # INCLUDE SPECIFIC CELL TYPES\n", " filtered_df = filtered_df.loc[(filtered_df.sender_celltype.isin(celltypes)) \\\n", " & (filtered_df.receiver_celltype.isin(celltypes))]\n", " \n", " # PLOT INTERACTIONS\n", " ax = axes[i]\n", " sccellfie.plotting.plot_communication_network(filtered_df, \n", " 'sender_celltype', \n", " 'receiver_celltype', \n", " 'score', \n", " panel_size=(6,6),\n", " network_layout='circular',\n", " edge_color='magenta',\n", " edge_width=8,\n", " edge_arrow_size=12,\n", " edge_alpha=0.25,\n", " node_color='#210070',\n", " node_size=500,\n", " node_alpha=0.75,\n", " node_label_size=10,\n", " node_label_alpha=0.7,\n", " node_label_offset=(0.05, -0.2),\n", " title=lr_names[i],\n", " title_fontsize=20,\n", " tight_layout=True,\n", " ax=ax\n", " )" ] } ], "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": "3.10.12" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }