{ "cells": [ { "cell_type": "markdown", "id": "5b269fef", "metadata": {}, "source": [ "# Integrating multi-dataset slices of data\n", "\n", "The Census contains data from multiple studies providing an opportunity to perform inter-dataset analysis. To this end integration of data has to be performed first to account for batch effects.\n", "\n", "This notebook provides a demonstration for integrating two Census datasets using [scvi-tools](https://docs.scvi-tools.org/en/stable/index.html). **The goal is not to provide an exhaustive guide on proper integration, but to showcase what information in the Census can inform data integration.**\n", "\n", "**Contents**\n", "\n", "1. Finding and fetching data from mouse liver (10X Genomics and Smart-Seq2).\n", "1. Gene-length normalization of Smart-Seq2 data.\n", "1. Integration with `scvi-tools`.\n", " 1. Inspecting data prior to integration.\n", " 1. Integration with batch defined as `dataset_id`.\n", " 1. Integration with batch defined as `dataset_id` + `donor_id`.\n", " 1. Integration with batch defined as `dataset_id` + `donor_id` + `assay_ontology_term_id` + `suspension_type`.\n", " \n", "⚠️ Note that the Census RNA data includes duplicate cells present across multiple datasets. Duplicate cells can be filtered in or out using the cell metadata variable `is_primary_data` which is described in the [Census schema](https://github.com/chanzuckerberg/cellxgene-census/blob/main/docs/cellxgene_census_schema.md#repeated-data).\n", " For this notebook we will focus on individual datasets, therefore we can ignore this variable.\n", "\n", "## Finding and fetching data from mouse liver (10X Genomics and Smart-Seq2)\n", "\n", "Let's load all modules needed for this notebook." ] }, { "cell_type": "code", "execution_count": 1, "id": "512a9dce", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:20:25.755153Z", "iopub.status.busy": "2023-07-28T14:20:25.754602Z", "iopub.status.idle": "2023-07-28T14:20:31.287277Z", "shell.execute_reply": "2023-07-28T14:20:31.286640Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/ssm-user/cellxgene-census/venv/lib/python3.10/site-packages/scvi/_settings.py:63: UserWarning: Since v1.0.0, scvi-tools no longer uses a random seed by default. Run `scvi.settings.seed = 0` to reproduce results from previous versions.\n", " self.seed = seed\n", "/home/ssm-user/cellxgene-census/venv/lib/python3.10/site-packages/scvi/_settings.py:70: UserWarning: Setting `dl_pin_memory_gpu_training` is deprecated in v1.0 and will be removed in v1.1. Please pass in `pin_memory` to the data loaders instead.\n", " self.dl_pin_memory_gpu_training = (\n", "/home/ssm-user/cellxgene-census/venv/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", " from .autonotebook import tqdm as notebook_tqdm\n" ] } ], "source": [ "import cellxgene_census\n", "import numpy as np\n", "import scanpy as sc\n", "import scvi\n", "from scipy.sparse import csr_matrix" ] }, { "cell_type": "markdown", "id": "e13d1bdf", "metadata": {}, "source": [ "Now we can open the Census, if you are not familiar with the basics of the Census API you should take a look at the notebook [Learning about the CELLxGENE Census](https://cellxgene-census.readthedocs.io/en/latest/notebooks/analysis_demo/comp_bio_census_info.html)." ] }, { "cell_type": "code", "execution_count": 2, "id": "73d8c1bb", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:20:31.290380Z", "iopub.status.busy": "2023-07-28T14:20:31.289801Z", "iopub.status.idle": "2023-07-28T14:20:31.679562Z", "shell.execute_reply": "2023-07-28T14:20:31.678931Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "The \"latest\" release is currently 2023-07-25. Specify 'census_version=\"2023-07-25\"' in future calls to open_soma() to ensure data consistency.\n" ] } ], "source": [ "census = cellxgene_census.open_soma(census_version=\"latest\")" ] }, { "cell_type": "markdown", "id": "af907e87", "metadata": {}, "source": [ "In this notebook we will use Tabula Muris Senis data from the liver as it contains cells from both 10X Genomics and Smart-Seq2 technologies.\n", "\n", "Let's query the `datasets` table of the Census by filtering on `collection_name` for \"Tabula Muris Senis\" and `dataset_title` for \"liver\". " ] }, { "cell_type": "code", "execution_count": 3, "id": "a5ea2757", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:20:31.682499Z", "iopub.status.busy": "2023-07-28T14:20:31.682213Z", "iopub.status.idle": "2023-07-28T14:20:32.142204Z", "shell.execute_reply": "2023-07-28T14:20:32.141608Z" } }, "outputs": [ { "data": { "text/html": [ "
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135250b9d8a04-bb9d-44da-aa27-705bb65b54ebTabula Muris Senis10.1038/s41586-020-2496-14546e757-34d0-4d17-be06-538318925fcdLiver - A single-cell transcriptomic atlas cha...4546e757-34d0-4d17-be06-538318925fcd.h5ad2859
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" ], "text/plain": [ " soma_joinid collection_id collection_name \\\n", "13 525 0b9d8a04-bb9d-44da-aa27-705bb65b54eb Tabula Muris Senis \n", "34 547 0b9d8a04-bb9d-44da-aa27-705bb65b54eb Tabula Muris Senis \n", "\n", " collection_doi dataset_id \\\n", "13 10.1038/s41586-020-2496-1 4546e757-34d0-4d17-be06-538318925fcd \n", "34 10.1038/s41586-020-2496-1 6202a243-b713-4e12-9ced-c387f8483dea \n", "\n", " dataset_title \\\n", "13 Liver - A single-cell transcriptomic atlas cha... \n", "34 Liver - A single-cell transcriptomic atlas cha... \n", "\n", " dataset_h5ad_path dataset_total_cell_count \n", "13 4546e757-34d0-4d17-be06-538318925fcd.h5ad 2859 \n", "34 6202a243-b713-4e12-9ced-c387f8483dea.h5ad 7294 " ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "census_datasets = (\n", " census[\"census_info\"][\"datasets\"].read(value_filter=\"collection_name == 'Tabula Muris Senis'\").concat().to_pandas()\n", ")\n", "tabula_liver = census_datasets[\"dataset_title\"].str.contains(\"liver\", case=False)\n", "census_datasets.loc[tabula_liver,]" ] }, { "cell_type": "markdown", "id": "8883a4bf", "metadata": {}, "source": [ "Now we can use the values from `dataset_id` to query and load an AnnData object with all the cells from those datasets. " ] }, { "cell_type": "code", "execution_count": 4, "id": "36ee14c1", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:20:32.144840Z", "iopub.status.busy": "2023-07-28T14:20:32.144565Z", "iopub.status.idle": "2023-07-28T14:20:37.400816Z", "shell.execute_reply": "2023-07-28T14:20:37.400164Z" } }, "outputs": [], "source": [ "tabula_muris_liver_ids = [\n", " \"4546e757-34d0-4d17-be06-538318925fcd\",\n", " \"6202a243-b713-4e12-9ced-c387f8483dea\",\n", "]\n", "\n", "adata = cellxgene_census.get_anndata(\n", " census,\n", " organism=\"Mus musculus\",\n", " obs_value_filter=f\"dataset_id in {tabula_muris_liver_ids}\",\n", ")" ] }, { "cell_type": "markdown", "id": "0b1a5ec0", "metadata": {}, "source": [ "Close the census" ] }, { "cell_type": "code", "execution_count": 5, "id": "ed054830", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:20:37.403892Z", "iopub.status.busy": "2023-07-28T14:20:37.403597Z", "iopub.status.idle": "2023-07-28T14:20:37.406736Z", "shell.execute_reply": "2023-07-28T14:20:37.406215Z" } }, "outputs": [], "source": [ "census.close()\n", "del census" ] }, { "cell_type": "markdown", "id": "a11ea956", "metadata": {}, "source": [ "We can check the cell counts for both 10X Genomics and Smart-Seq2 data by looking at `obs[\"assay\"]`." ] }, { "cell_type": "code", "execution_count": 6, "id": "a9217dad", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:20:37.409198Z", "iopub.status.busy": "2023-07-28T14:20:37.408868Z", "iopub.status.idle": "2023-07-28T14:20:37.414332Z", "shell.execute_reply": "2023-07-28T14:20:37.413835Z" } }, "outputs": [ { "data": { "text/plain": [ "assay\n", "10x 3' v2 7294\n", "Smart-seq2 2859\n", "Name: count, dtype: int64" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata.obs.assay.value_counts()" ] }, { "cell_type": "markdown", "id": "13fcff57", "metadata": {}, "source": [ "## Gene-length normalization of Smart-Seq2 data.\n", "\n", "Smart-seq2 read counts have to be normalized by gene length. For full details on gene-length normalization take a look at the notebook [Normalizing full-length gene sequencing data from the Census](https://cellxgene-census.readthedocs.io/en/latest/notebooks/analysis_demo/comp_bio_normalizing_full_gene_sequencing.html).\n", "\n", "Let's first get the gene lengths from `var.feature_length`." ] }, { "cell_type": "code", "execution_count": 7, "id": "14901ff9", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:20:37.416910Z", "iopub.status.busy": "2023-07-28T14:20:37.416444Z", "iopub.status.idle": "2023-07-28T14:20:37.420330Z", "shell.execute_reply": "2023-07-28T14:20:37.419836Z" } }, "outputs": [], "source": [ "smart_seq_gene_lengths = adata.var[[\"feature_length\"]].to_numpy()" ] }, { "cell_type": "markdown", "id": "4e283e1b", "metadata": {}, "source": [ "Now we create a copy of a slice of the expression matrix only containing Smart-Seq2 data." ] }, { "cell_type": "code", "execution_count": 8, "id": "9fc58b85", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:20:37.422693Z", "iopub.status.busy": "2023-07-28T14:20:37.422379Z", "iopub.status.idle": "2023-07-28T14:20:37.473296Z", "shell.execute_reply": "2023-07-28T14:20:37.472691Z" } }, "outputs": [], "source": [ "smart_seq_index = np.where(adata.obs.assay == \"Smart-seq2\")[0]\n", "smart_seq_index\n", "smart_seq_X = adata.X[smart_seq_index, :].copy()" ] }, { "cell_type": "markdown", "id": "232c4672", "metadata": {}, "source": [ "We proceed to normalize it using the gene lengths." ] }, { "cell_type": "code", "execution_count": 9, "id": "b845ae39", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:20:37.476172Z", "iopub.status.busy": "2023-07-28T14:20:37.475762Z", "iopub.status.idle": "2023-07-28T14:20:39.744421Z", "shell.execute_reply": "2023-07-28T14:20:39.743812Z" } }, "outputs": [], "source": [ "smart_seq_X = csr_matrix((smart_seq_X.T / smart_seq_gene_lengths).T)\n", "smart_seq_X = smart_seq_X.ceil()" ] }, { "cell_type": "markdown", "id": "b99cafa5", "metadata": {}, "source": [ "And now we put it back into the AnnData object." ] }, { "cell_type": "code", "execution_count": 10, "id": "972f4920", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:20:39.747300Z", "iopub.status.busy": "2023-07-28T14:20:39.747033Z", "iopub.status.idle": "2023-07-28T14:20:45.425974Z", "shell.execute_reply": "2023-07-28T14:20:45.425307Z" } }, "outputs": [], "source": [ "adata.X[smart_seq_index, :] = smart_seq_X" ] }, { "cell_type": "markdown", "id": "f89fe56b", "metadata": {}, "source": [ "## Integration with scvi-tools\n", "\n", "From its documentation `scvi-tools` is described as a package for end-to-end analysis of single-cell omics data primarily developed and maintained by the Yosef Lab at UC Berkeley.\n", "\n", "Here we will use the \"single-cell Variational Inference\" model or scVI which uses a deep generative model for the integration of spatial transcriptomic data and scRNA-seq data.\n", "\n", "**For comprehensive usage and best practices of scVI please refer to the [doc site](https://docs.scvi-tools.org/en/stable/index.html) of scvi-tools.**\n", "\n", "### Inspecting data prior to integration\n", "\n", "Let's take a look at the strength of batch effects in our data. For that we will perform bread-and-butter normalization, neighbor graph calculation, and embedding visualization via UMAP.\n", "\n", "But first let's save the read counts in a different layer as we will need them for integration" ] }, { "cell_type": "code", "execution_count": 11, "id": "befb48cb", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:20:45.429004Z", "iopub.status.busy": "2023-07-28T14:20:45.428709Z", "iopub.status.idle": "2023-07-28T14:20:45.514183Z", "shell.execute_reply": "2023-07-28T14:20:45.513570Z" } }, "outputs": [], "source": [ "adata.layers[\"counts\"] = adata.X.copy()" ] }, { "cell_type": "markdown", "id": "dae7e58a", "metadata": {}, "source": [ "Let's do basic data normalization." ] }, { "cell_type": "code", "execution_count": 12, "id": "b4fb2234", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:20:45.517111Z", "iopub.status.busy": "2023-07-28T14:20:45.516602Z", "iopub.status.idle": "2023-07-28T14:20:50.846043Z", "shell.execute_reply": "2023-07-28T14:20:50.845424Z" } }, "outputs": [], "source": [ "sc.pp.normalize_total(adata, target_sum=1e4)\n", "sc.pp.log1p(adata)\n", "sc.pp.scale(adata, max_value=10)" ] }, { "cell_type": "markdown", "id": "a95f86a2", "metadata": {}, "source": [ "Then selection of highly variable genes." ] }, { "cell_type": "code", "execution_count": 13, "id": "c78c7ef8", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:20:50.848918Z", "iopub.status.busy": "2023-07-28T14:20:50.848645Z", "iopub.status.idle": "2023-07-28T14:20:52.657439Z", "shell.execute_reply": "2023-07-28T14:20:52.656797Z" } }, "outputs": [], "source": [ "sc.pp.highly_variable_genes(\n", " adata,\n", " n_top_genes=1000,\n", " flavor=\"seurat_v3\",\n", " layer=\"counts\",\n", " batch_key=\"dataset_id\",\n", " subset=True,\n", ")" ] }, { "cell_type": "markdown", "id": "cbcf341d", "metadata": {}, "source": [ "And finally neighbor graph calculation as well as embedding visualization via UMAP." ] }, { "cell_type": "code", "execution_count": 14, "id": "efef88e0", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:20:52.660404Z", "iopub.status.busy": "2023-07-28T14:20:52.660118Z", "iopub.status.idle": "2023-07-28T14:21:20.816329Z", "shell.execute_reply": "2023-07-28T14:21:20.815690Z" } }, "outputs": [], "source": [ "sc.tl.pca(adata)\n", "sc.pp.neighbors(adata, n_neighbors=10, n_pcs=40)\n", "sc.tl.umap(adata)" ] }, { "cell_type": "code", "execution_count": 15, "id": "7d656ef5", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:21:20.819180Z", "iopub.status.busy": "2023-07-28T14:21:20.818894Z", "iopub.status.idle": "2023-07-28T14:21:21.030838Z", "shell.execute_reply": "2023-07-28T14:21:21.030240Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/ssm-user/cellxgene-census/venv/lib/python3.10/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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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.umap(adata, color=\"assay\")" ] }, { "cell_type": "code", "execution_count": 16, "id": "f5692b59", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:21:21.034341Z", "iopub.status.busy": "2023-07-28T14:21:21.034068Z", "iopub.status.idle": "2023-07-28T14:21:21.401531Z", "shell.execute_reply": "2023-07-28T14:21:21.400951Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/ssm-user/cellxgene-census/venv/lib/python3.10/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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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.umap(adata, color=\"cell_type\")" ] }, { "cell_type": "markdown", "id": "e38347f6", "metadata": {}, "source": [ "You can see that **batch effects are strong** as cells cluster primarily by `assay` and then by `cell_type`. Properly integrated embedding would in principle cluster primarily by `cell_type`, `assay` should at best randomly distributed. " ] }, { "cell_type": "markdown", "id": "cd3c3555", "metadata": {}, "source": [ "### Data integration with scVI\n", "\n", "Whenever you query and fetch Census data from multiple datasets then integration needs to be performed as evidenced by the batch effects we observed.\n", "\n", "**The paramaters for SCVI used in this notebook were selected to the model run quickly.** For best practices on integration of single-cell data using [scvi-tools](https://docs.scvi-tools.org/en/stable/index.html) please refer to their documentation page. \n", "\n", "Additionally we recommend reading the article [An integrated cell atlas of the human lung in health and disease](https://www.biorxiv.org/content/10.1101/2022.03.10.483747v1) by Sikkema et al. whom perfomed integration of 43 datasets from Lung.\n", "\n", "Here we focus on the metadata from the Census that can be as batch information for integration.\n", "\n", "#### Integration with batch defined as `dataset_id`\n", "\n", "All cells in the Census are annotated with the dataset they come from in `obs[\"dataset_id\"]`. This is a great place to start for integration.\n", "\n", "So let's run an scVI model and obtain the latent embeddings. First we define our model with batch set as `dataset_id`." ] }, { "cell_type": "code", "execution_count": 17, "id": "8f5a3983", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:21:21.404308Z", "iopub.status.busy": "2023-07-28T14:21:21.404030Z", "iopub.status.idle": "2023-07-28T14:21:21.477363Z", "shell.execute_reply": "2023-07-28T14:21:21.476735Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "No GPU/TPU found, falling back to CPU. (Set TF_CPP_MIN_LOG_LEVEL=0 and rerun for more info.)\n" ] } ], "source": [ "scvi.model.SCVI.setup_anndata(adata, layer=\"counts\", batch_key=\"dataset_id\")\n", "vae = scvi.model.SCVI(adata, n_layers=2, n_latent=30, gene_likelihood=\"nb\", n_hidden=50)" ] }, { "cell_type": "markdown", "id": "344647ed", "metadata": {}, "source": [ "Now let's train the model with default parameters." ] }, { "cell_type": "code", "execution_count": 18, "id": "941e9714", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:21:21.480087Z", "iopub.status.busy": "2023-07-28T14:21:21.479819Z", "iopub.status.idle": "2023-07-28T14:22:47.307545Z", "shell.execute_reply": "2023-07-28T14:22:47.306930Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "GPU available: False, used: False\n", "TPU available: False, using: 0 TPU cores\n", "IPU available: False, using: 0 IPUs\n", "HPU available: False, using: 0 HPUs\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 100/100: 100%|██████████| 100/100 [01:25<00:00, 1.15it/s, v_num=1, train_loss_step=545, train_loss_epoch=560]" ] }, { "name": "stderr", "output_type": "stream", "text": [ "`Trainer.fit` stopped: `max_epochs=100` reached.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 100/100: 100%|██████████| 100/100 [01:25<00:00, 1.17it/s, v_num=1, train_loss_step=545, train_loss_epoch=560]\n" ] } ], "source": [ "vae.train(max_epochs=100)" ] }, { "cell_type": "markdown", "id": "977ccb84", "metadata": {}, "source": [ "And finally let's get the latent representations as cell embeddings and use those for UMAP visualization." ] }, { "cell_type": "code", "execution_count": 19, "id": "ea783a58", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:22:47.310259Z", "iopub.status.busy": "2023-07-28T14:22:47.309988Z", "iopub.status.idle": "2023-07-28T14:22:47.429129Z", "shell.execute_reply": "2023-07-28T14:22:47.428484Z" } }, "outputs": [], "source": [ "adata.obsm[\"X_scVI\"] = vae.get_latent_representation()" ] }, { "cell_type": "code", "execution_count": 20, "id": "8607b2e0", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:22:47.432164Z", "iopub.status.busy": "2023-07-28T14:22:47.431881Z", "iopub.status.idle": "2023-07-28T14:22:57.720239Z", "shell.execute_reply": "2023-07-28T14:22:57.719594Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/ssm-user/cellxgene-census/venv/lib/python3.10/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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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pp.neighbors(adata, use_rep=\"X_scVI\")\n", "sc.tl.umap(adata)\n", "sc.pl.umap(adata, color=\"assay\")" ] }, { "cell_type": "code", "execution_count": 21, "id": "ec033025", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:22:57.722804Z", "iopub.status.busy": "2023-07-28T14:22:57.722468Z", "iopub.status.idle": "2023-07-28T14:22:58.087108Z", "shell.execute_reply": "2023-07-28T14:22:58.086416Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/ssm-user/cellxgene-census/venv/lib/python3.10/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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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.umap(adata, color=\"cell_type\")" ] }, { "cell_type": "markdown", "id": "777576a8", "metadata": {}, "source": [ "Great! You can see that the clustering is no longer mainly driven by assay, albeit still contributing to it.\n", "\n", "\n", "#### Integration with batch defined as `dataset_id` + `donor_id`\n", "\n", "Similar to `dataset_id`, all cells in Census are annotated with `donor_id`. The definition of `donor_id` depends on the dataset and it is left to the discretion of data curators. However it is still rich in information and can be used as a batch variable during integration.\n", "\n", "Because `donor_id` is not guaranteed to be unique across all cells of the Census, we strongly recommend concatenating `dataset_id` and `donor_id` and use that as the batch key for scVI." ] }, { "cell_type": "code", "execution_count": 22, "id": "96efda10", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:22:58.090142Z", "iopub.status.busy": "2023-07-28T14:22:58.089860Z", "iopub.status.idle": "2023-07-28T14:22:58.098304Z", "shell.execute_reply": "2023-07-28T14:22:58.097676Z" } }, "outputs": [], "source": [ "adata.obs[\"dataset_id_donor_id\"] = adata.obs[\"dataset_id\"].astype(\"str\") + adata.obs[\"donor_id\"].astype(\"str\")" ] }, { "cell_type": "code", "execution_count": 23, "id": "4cefb907", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:22:58.100885Z", "iopub.status.busy": "2023-07-28T14:22:58.100436Z", "iopub.status.idle": "2023-07-28T14:22:58.126746Z", "shell.execute_reply": "2023-07-28T14:22:58.126055Z" } }, "outputs": [], "source": [ "scvi.model.SCVI.setup_anndata(adata, layer=\"counts\", batch_key=\"dataset_id_donor_id\")\n", "vae = scvi.model.SCVI(adata, n_layers=2, n_latent=30, gene_likelihood=\"nb\", n_hidden=50)" ] }, { "cell_type": "markdown", "id": "7ae9b592", "metadata": {}, "source": [ "Now we can train the model with the new batch definition." ] }, { "cell_type": "code", "execution_count": 24, "id": "50f3eb22", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:22:58.129509Z", "iopub.status.busy": "2023-07-28T14:22:58.129153Z", "iopub.status.idle": "2023-07-28T14:24:18.010298Z", "shell.execute_reply": "2023-07-28T14:24:18.009700Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "GPU available: False, used: False\n", "TPU available: False, using: 0 TPU cores\n", "IPU available: False, using: 0 IPUs\n", "HPU available: False, using: 0 HPUs\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 100/100: 100%|██████████| 100/100 [01:19<00:00, 1.27it/s, v_num=1, train_loss_step=520, train_loss_epoch=550]" ] }, { "name": "stderr", "output_type": "stream", "text": [ "`Trainer.fit` stopped: `max_epochs=100` reached.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 100/100: 100%|██████████| 100/100 [01:19<00:00, 1.25it/s, v_num=1, train_loss_step=520, train_loss_epoch=550]\n" ] } ], "source": [ "vae.train(max_epochs=100)" ] }, { "cell_type": "markdown", "id": "1977737b", "metadata": {}, "source": [ "And we get the latent variables as embeddings." ] }, { "cell_type": "code", "execution_count": 25, "id": "8655264b", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:24:18.012773Z", "iopub.status.busy": "2023-07-28T14:24:18.012503Z", "iopub.status.idle": "2023-07-28T14:24:18.128501Z", "shell.execute_reply": "2023-07-28T14:24:18.127795Z" } }, "outputs": [], "source": [ "adata.obsm[\"X_scVI\"] = vae.get_latent_representation()" ] }, { "cell_type": "code", "execution_count": 26, "id": "0fee882b", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:24:18.131582Z", "iopub.status.busy": "2023-07-28T14:24:18.131306Z", "iopub.status.idle": "2023-07-28T14:24:25.474298Z", "shell.execute_reply": "2023-07-28T14:24:25.473436Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/ssm-user/cellxgene-census/venv/lib/python3.10/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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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pp.neighbors(adata, use_rep=\"X_scVI\")\n", "sc.tl.umap(adata)\n", "sc.pl.umap(adata, color=\"assay\")" ] }, { "cell_type": "code", "execution_count": 27, "id": "253007e1", "metadata": { "execution": { "iopub.execute_input": "2023-07-28T14:24:25.477099Z", "iopub.status.busy": "2023-07-28T14:24:25.476799Z", "iopub.status.idle": "2023-07-28T14:24:25.835191Z", "shell.execute_reply": "2023-07-28T14:24:25.834598Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/ssm-user/cellxgene-census/venv/lib/python3.10/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": {}, "output_type": "display_data" } ], "source": [ "sc.pl.umap(adata, color=\"cell_type\")" ] }, { "cell_type": "markdown", "id": "d4682a88", "metadata": {}, "source": [ "As you can see using `dataset_id` and `donor_id` as batch the cells now mostly cluster by cell type. \n", "\n", "#### Integration with batch defined as `dataset_id` + `donor_id` + `assay_ontology_term_id` + `suspension_type`\n", "\n", "In some cases one dataset may contain multiple assay types and/or multiple suspension types (cell vs nucleus), and for those it is important to consider these metadata as batches. \n", "\n", "Therefore, the most comprehensive definition of batch in the Census can be accomplished by combining the cell metadata of `dataset_id`, `donor_id`, `assay_ontology_term_id` and `suspension_type`, the latter will encode the `EFO` ids for assay types.\n", "\n", "In our example, the two datasets that we used only contain cells from one assay each, and one suspension type for all of them. Thus it would not make a difference to include these metadata as part of batch." ] } ], "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": "3.10.10" }, "vscode": { "interpreter": { "hash": "3da8ec1c162cd849e59e6ea2824b2e353dce799884e910aae99411be5277f953" } } }, "nbformat": 4, "nbformat_minor": 5 }