{ "cells": [ { "cell_type": "markdown", "id": "88812eae-6b46-48b4-a1e4-c468657d8480", "metadata": {}, "source": [ "# Access CELLxGENE collaboration embeddings (scVI, Geneformer)\n", "\n", "This notebook demonstrates basic access to CELLxGENE collaboration embeddings of CELLxGENE Discover Census. Currently, embeddings from scVI and a fine-tuned Geneformer model are maintained by CELLxGENE Discover. There are other CELLxGENE-hosted embeddings contributed by the community to CELLxGENE Discover, find out more about these in the [Census model page](https://cellxgene.cziscience.com/census-models).\n", "\n", "**IMPORTANT:** This tutorial requires cellxgene-census package version 1.9.1 or later.\n", "\n", "**Contents**\n", "\n", "1. Quick start\n", "1. Storage format\n", "1. Query cells and load associated embeddings\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", "\n", "\n", "## Quick start\n", "\n", "CELLxGENE collaboration embeddings can easily be exported into an AnnData as shown below for any slice of Census. This example queries all cells from tongue tissue. \n", "\n", "⚠️ Note that Geneformer embeddings are only available for human data" ] }, { "cell_type": "code", "execution_count": 1, "id": "9a5a5a92-3d78-4542-95a5-e6889f245491", "metadata": {}, "outputs": [], "source": [ "import cellxgene_census\n", "\n", "emb_names = [\"scvi\", \"geneformer\"]\n", "census_version = \"2023-12-15\"\n", "\n", "with cellxgene_census.open_soma(census_version=census_version) as census:\n", " adata = cellxgene_census.get_anndata(\n", " census,\n", " organism=\"homo_sapiens\",\n", " measurement_name=\"RNA\",\n", " obs_value_filter=\"tissue == 'tongue'\",\n", " obs_embeddings=emb_names,\n", " )" ] }, { "cell_type": "code", "execution_count": 2, "id": "85cfe454-7600-48ce-a19d-d6bf59c5a65d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 372 × 60664\n", " obs: 'soma_joinid', 'dataset_id', 'assay', 'assay_ontology_term_id', 'cell_type', 'cell_type_ontology_term_id', 'development_stage', 'development_stage_ontology_term_id', 'disease', 'disease_ontology_term_id', 'donor_id', 'is_primary_data', 'self_reported_ethnicity', 'self_reported_ethnicity_ontology_term_id', 'sex', 'sex_ontology_term_id', 'suspension_type', 'tissue', 'tissue_ontology_term_id', 'tissue_general', 'tissue_general_ontology_term_id', 'raw_sum', 'nnz', 'raw_mean_nnz', 'raw_variance_nnz', 'n_measured_vars'\n", " var: 'soma_joinid', 'feature_id', 'feature_name', 'feature_length', 'nnz', 'n_measured_obs'\n", " obsm: 'scvi', 'geneformer'" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata" ] }, { "cell_type": "code", "execution_count": 3, "id": "f3edad1d-21ef-4d09-a86f-6774f3f3b0e1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AxisArrays with keys: scvi, geneformer" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata.obsm" ] }, { "cell_type": "markdown", "id": "42db1df4-ce9c-4e4d-97c9-960efe41eef5", "metadata": {}, "source": [ "## Storage format\n", "\n", "Each embedding is encoded as a SOMA SparseNDArray, where:\n", "\n", "* dimension 0 (`soma_dim_0`) encodes the cell (obs) `soma_joinid` value\n", "* dimension 1 (`soma_dim_1`) encodes the embedding feature, and is in the range [0, N) where N is the number of features in the embedding\n", "* data (`soma_data`) is float32\n", "\n", "The first axis of the embedding array will have the same shape as the corresponding `obs` DataFrame for the Census build and experiment. The second axis of the embedding will have a shape (0, N) where N is the number of features in the embedding.\n", "\n", "Embedding values, while stored as a float32, are precision reduced. Currently they are equivalent to a bfloat16, i.e., have 8 bits of exponent and 7 bits of mantissa." ] }, { "cell_type": "markdown", "id": "887c0a1d-1a8b-4ec8-8b0e-094bcd7fba29", "metadata": {}, "source": [ "## Query cells and load associated embeddings\n", "\n", "This section demonstrates several methods to query cells from the Census by `obs` metadata, and then fetch embeddings associated with each cell.\n" ] }, { "cell_type": "markdown", "id": "a2313451-6950-42f1-a51c-bdcb4d124791", "metadata": {}, "source": [ "### Loading embeddings into an AnnData `obsm` slot" ] }, { "cell_type": "markdown", "id": "f0c2b2b1-64d1-4f61-ae2c-b12e74b19181", "metadata": {}, "source": [ "There are two main ways to load CELLxGENE collaboration embeddings into an AnnData.\n", "\n", "1. Via `cellxgene_census.get_anndata()`.\n", "2. With a lazy query via `ExperimentAxisQuery`." ] }, { "cell_type": "markdown", "id": "6e95077e-6868-45c6-953c-afd467be1106", "metadata": {}, "source": [ "#### AnnData embeddings via `cellxgene_census.get_anndata()`" ] }, { "cell_type": "markdown", "id": "751221ff-5ae6-41cf-9d48-c135506ccb5d", "metadata": {}, "source": [ "This is the simplest way of getting the embeddings. In this example we create an AnnData for all \"central nervous system\" cells." ] }, { "cell_type": "code", "execution_count": 4, "id": "88783b17-0f1d-4ba0-9edd-207704a3005b", "metadata": {}, "outputs": [], "source": [ "import warnings\n", "\n", "import cellxgene_census\n", "import scanpy\n", "\n", "warnings.filterwarnings(\"ignore\")\n", "\n", "census_version = \"2023-12-15\"\n", "census = cellxgene_census.open_soma(census_version=census_version)\n", "\n", "emb_names = [\"scvi\", \"geneformer\"]\n", "\n", "adata = cellxgene_census.get_anndata(\n", " census,\n", " organism=\"homo_sapiens\",\n", " measurement_name=\"RNA\",\n", " obs_value_filter=\"tissue_general == 'central nervous system'\",\n", " column_names={\"obs\": [\"cell_type\"]},\n", " obs_embeddings=emb_names,\n", ")\n", "\n", "census.close()" ] }, { "cell_type": "markdown", "id": "ae08b3e8-6ff0-4253-af7b-9f1dd51241af", "metadata": {}, "source": [ "Then we can take a quick look at the embeddings in a 2D scatter plot via UMAP." ] }, { "cell_type": "code", "execution_count": 5, "id": "a031d74f-fc15-4fbd-8b7b-f12a029325b6", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "scanpy.pp.neighbors(adata, use_rep=\"scvi\")\n", "scanpy.tl.umap(adata)\n", "scanpy.pl.umap(adata, color=\"cell_type\", title=\"scVI\")" ] }, { "cell_type": "code", "execution_count": 6, "id": "a3ba9c45-23e6-4c23-948b-f9afdef14cb7", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "scanpy.pp.neighbors(adata, use_rep=\"geneformer\")\n", "scanpy.tl.umap(adata)\n", "scanpy.pl.umap(adata, color=\"cell_type\", title=\"Geneformer\")" ] }, { "cell_type": "markdown", "id": "81f9620d-6fb3-4992-9eca-1da3150dc01c", "metadata": {}, "source": [ "#### AnnData embeddings via `ExperimentAxisQuery`" ] }, { "cell_type": "markdown", "id": "bcd49aa2-fe77-45b9-92b5-d5162b4f354b", "metadata": {}, "source": [ "Using an `ExperimentAxisQuery` to get embeddings into an AnnData has the main advantage of inspecting the query in a lazy manner before loading all data into AnnData.\n", "\n", "As a reminder this class offers a lazy interface to query Census based on cell and gene metadata, and provides access to the correspondong expression data, cell/gene metadata, and the embeddings.\n", "\n", "Let's initiate a lazy query with the same filters as the previous example." ] }, { "cell_type": "code", "execution_count": 7, "id": "0389b8da-18ab-4357-b3e6-ff8a837a1e19", "metadata": {}, "outputs": [], "source": [ "import cellxgene_census\n", "import scanpy\n", "import tiledbsoma as soma\n", "\n", "census_version = \"2023-12-15\"\n", "organism = \"homo_sapiens\"\n", "\n", "census = cellxgene_census.open_soma(census_version=census_version)\n", "\n", "experiment = census[\"census_data\"][organism]\n", "query = experiment.axis_query(\n", " measurement_name=\"RNA\",\n", " obs_query=soma.AxisQuery(value_filter=\"tissue_general == 'central nervous system'\"),\n", ")" ] }, { "cell_type": "markdown", "id": "07b92a09-c1e5-4199-bdbf-2051fa284f43", "metadata": {}, "source": [ "Now, before downloading all the data we can take a look at different attributes, for example the number of cells in our query." ] }, { "cell_type": "code", "execution_count": 8, "id": "63bd5f98-f327-498b-aab7-e07470804fc2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "31780" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "query.n_obs" ] }, { "cell_type": "markdown", "id": "5c179043-6653-439d-a65b-cb5311a0712b", "metadata": {}, "source": [ "Then we create an AnnData, retrieve the embeddings and add them to the AnnData's obsm slot:" ] }, { "cell_type": "code", "execution_count": 9, "id": "64360b09-e423-4dd8-abc2-73e9e322a1f4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 31780 × 60664\n", " obs: 'cell_type', 'tissue_general'\n", " var: 'soma_joinid', 'feature_id', 'feature_name', 'feature_length', 'nnz', 'n_measured_obs'\n", " obsm: 'scvi', 'geneformer'" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from cellxgene_census.experimental import get_embedding, get_embedding_metadata_by_name\n", "\n", "emb_names = [\"scvi\", \"geneformer\"]\n", "\n", "adata = query.to_anndata(X_name=\"raw\", column_names={\"obs\": [\"cell_type\"]})\n", "\n", "for embedding_name in [\"scvi\", \"geneformer\"]:\n", " metadata = get_embedding_metadata_by_name(\"scvi\", \"homo_sapiens\", census_version=census_version)\n", " embedding_uri = (\n", " f\"s3://cellxgene-contrib-public/contrib/cell-census/soma/{metadata['census_version']}/{metadata['id']}\"\n", " )\n", " embedding = get_embedding(metadata[\"census_version\"], embedding_uri, query.obs_joinids().to_numpy())\n", " adata.obsm[embedding_name] = embedding\n", "\n", "adata" ] }, { "cell_type": "code", "execution_count": 10, "id": "e229beeb-a15d-4bd8-ac38-4040f3825eba", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 31780 × 60664\n", " obs: 'cell_type', 'tissue_general'\n", " var: 'soma_joinid', 'feature_id', 'feature_name', 'feature_length', 'nnz', 'n_measured_obs'\n", " obsm: 'scvi', 'geneformer'" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata" ] }, { "cell_type": "code", "execution_count": 11, "id": "e4fb95e2-9bb2-4bfe-b07e-1dfe002056bf", "metadata": {}, "outputs": [], "source": [ "query.close()\n", "census.close()" ] }, { "cell_type": "markdown", "id": "fdd6fa0d-6cab-49d6-994f-e9ffed33dd38", "metadata": {}, "source": [ "### Load an embedding into a dense NumPy array\n", "\n", "To load a embeddinng into a stand-alone numpy array you can select cells from the Census based on obs metadata, then given the resulting cells, use the `soma_joinid` values to download an embedding, and finally save as a dense NDArray.\n", "\n", "Let's first select cells based on cell metadata." ] }, { "cell_type": "code", "execution_count": 12, "id": "f142362c-8f5c-4e6b-9b38-7662194f8138", "metadata": {}, "outputs": [], "source": [ "import cellxgene_census\n", "import tiledbsoma as soma\n", "\n", "census_version = \"2023-12-15\"\n", "experiment_name = \"homo_sapiens\"\n", "\n", "census = cellxgene_census.open_soma(census_version=census_version)\n", "\n", "obs_df = census[\"census_data\"][experiment_name].obs.read(\n", " value_filter=\"tissue_general == 'central nervous system'\",\n", " column_names=[\"soma_joinid\", \"cell_type\"],\n", ")\n", "\n", "obs_df = obs_df.concat().to_pandas()" ] }, { "cell_type": "markdown", "id": "36543bab-fb8c-4be8-9bbd-6842cb69c90d", "metadata": {}, "source": [ "Now you can use the `soma_joinid` values to download the corresponding rows of the embedding matrix via `get_embedding`." ] }, { "cell_type": "code", "execution_count": 13, "id": "9d78806a-583b-4939-8eb1-2b87269d4fe5", "metadata": {}, "outputs": [], "source": [ "metadata = get_embedding_metadata_by_name(\"scvi\", \"homo_sapiens\", census_version=census_version)\n", "embedding_uri = f\"s3://cellxgene-contrib-public/contrib/cell-census/soma/{metadata['census_version']}/{metadata['id']}\"\n", "embedding = get_embedding(metadata[\"census_version\"], embedding_uri, obs_df.soma_joinid.to_numpy())" ] }, { "cell_type": "markdown", "id": "3ac68def-af50-42d0-9dd4-a4136934bc1e", "metadata": {}, "source": [ "And now we have a dense matrix with the embedding data." ] }, { "cell_type": "code", "execution_count": 14, "id": "1a66026f-3f83-4353-920e-c08dc7115806", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[-6.17187500e-01, 3.82995605e-03, -7.50000000e-01, ...,\n", " 7.50000000e-01, 9.39941406e-03, 2.71606445e-03],\n", " [ 3.39843750e-01, 4.71115112e-04, -8.32031250e-01, ...,\n", " 8.00781250e-01, -7.55310059e-04, 8.85009766e-03],\n", " [ 4.10156250e-01, -2.42614746e-03, -5.00000000e-01, ...,\n", " 9.45312500e-01, -2.53295898e-03, 1.12915039e-02],\n", " ...,\n", " [ 3.84765625e-01, -1.54113770e-03, -1.94531250e+00, ...,\n", " -2.38281250e-01, -1.03149414e-02, 2.28881836e-03],\n", " [ 8.94531250e-01, -7.14111328e-03, 5.78125000e-01, ...,\n", " -1.15234375e-01, -2.39562988e-03, 2.42614746e-03],\n", " [ 6.79687500e-01, -8.48388672e-03, 1.45312500e+00, ...,\n", " -1.19628906e-01, 6.62803650e-05, -1.88446045e-03]], dtype=float32)" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "embedding" ] }, { "cell_type": "code", "execution_count": 16, "id": "60348b1a-5d86-4a6d-9289-16985e82731b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(31780, 50)" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "embedding.shape" ] }, { "cell_type": "code", "execution_count": 17, "id": "456809db-74e1-4079-9ca3-2621a3e2efcf", "metadata": {}, "outputs": [], "source": [ "query.close()\n", "census.close()" ] } ], "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 }