{ "cells": [ { "cell_type": "markdown", "id": "3d740799", "metadata": {}, "source": [ "# Visualizing Gene Program Embeddings\n", "\n", "This tutorial demonstrates how to visualize Tripso embeddings. We'll explore both:\n", "1. **Gene Program (GP) embeddings** - gene program-specific representations that capture specialized biological processes\n", "2. **Global cell embeddings** - representations of entire cells in the learned latent space (though this is not the main focus of tripso)\n", "\n", "\n", "## Prerequisites\n", "- Completed model training (see previous tutorials)\n", "- Embeddings generated and saved in `output_global/embeddings/`" ] }, { "cell_type": "code", "execution_count": 1, "id": "08735596", "metadata": { "tags": [] }, "outputs": [], "source": [ "from datasets import load_from_disk, concatenate_datasets\n", "import scanpy as sc\n", "import anndata as ad\n", "import numpy as np" ] }, { "cell_type": "markdown", "id": "a34cd5ce", "metadata": {}, "source": [ "## 2. Load pre-computed embeddings and convert to AnnData\n", "\n", "The model generates embeddings during inference for train, validation, and test sets. Each embedding dataset contains:\n", "- `cell_token`: Global cell representation (learned by the model's global attention mechanism)\n", "- ``: Gene program-specific embeddings for each gene program\n", "- `_prop_genes` : Proportion of total GP genes expressed in each cell\n", "- Metadata: `idx`, (unique cell barcode) `cell_type`, `tissue`, etc.\n", "\n", "**Note**: For this tutorial, we use only the test set for simplicity. In a full analysis, you may want to concatenate all splits to avoid losing rare populations." ] }, { "cell_type": "code", "execution_count": null, "id": "aabbb606-656a-4de7-8899-6944953c8ae1", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 2, "id": "96c30961", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "Dataset({\n", " features: ['GP_USF1', 'GP_USF1_num_genes', 'GP_NFE2L2', 'GP_NFE2L2_num_genes', 'GP_RUNX1', 'GP_RUNX1_num_genes', 'GP_FOXO3', 'GP_FOXO3_num_genes', 'GP_MYB', 'GP_MYB_num_genes', 'GP_E2F4', 'GP_E2F4_num_genes', 'GP_IRF1', 'GP_IRF1_num_genes', 'GP_GATA1', 'GP_GATA1_num_genes', 'GP_CTCF', 'GP_CTCF_num_genes', 'GP_MYCN', 'GP_MYCN_num_genes', 'GP_ATF4', 'GP_ATF4_num_genes', 'GP_ATF3', 'GP_ATF3_num_genes', 'GP_JUNB', 'GP_JUNB_num_genes', 'GP_JUND', 'GP_JUND_num_genes', 'GP_GATA2', 'GP_GATA2_num_genes', 'GP_DDIT3', 'GP_DDIT3_num_genes', 'GP_TAL1', 'GP_TAL1_num_genes', 'GP_FLI1', 'GP_FLI1_num_genes', 'GP_ELF1', 'GP_ELF1_num_genes', 'GP_RUNX3', 'GP_RUNX3_num_genes', 'GP_KLF2', 'GP_KLF2_num_genes', 'GP_PRDM1', 'GP_PRDM1_num_genes', 'GP_IRF2', 'GP_IRF2_num_genes', 'GP_NFYB', 'GP_NFYB_num_genes', 'GP_ZBTB7A', 'GP_ZBTB7A_num_genes', 'gene_encoder_cls', 'cell_token', 'length', 'AuthorCellType', 'AuthorCellType_Broad', 'cell_type', 'Sorting', 'Study', 'donor', 'sex', 'development_stage', 'age_group', 'n_counts', 'idx', 'batch_key', 'cell_type_id', 'age_group_id', 'batch_key_id'],\n", " num_rows: 26317\n", "})" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Option 1: Load all data splits (commented out for tutorial simplicity)\n", "# train = load_from_disk(\"output_global/embeddings/train_set\")\n", "# val = load_from_disk(\"output_global/embeddings/val_set\")\n", "# test = load_from_disk(\"output_global/embeddings/test_set\")\n", "# data = concatenate_datasets([train, val, test])\n", "\n", "# Option 2: Load only test set for faster tutorial execution\n", "data = load_from_disk(\"output_global/embeddings/test_set\")\n", "data" ] }, { "cell_type": "markdown", "id": "70e57d6e", "metadata": {}, "source": [ "### Create AnnData Object from Global Embeddings\n", "\n", "Convert the HuggingFace dataset to Scanpy's AnnData format:\n", "- `X`: The global cell embeddings (high-dimensional vectors)\n", "- `obs`: Cell metadata including cell type and tissue annotations" ] }, { "cell_type": "markdown", "id": "62326349", "metadata": {}, "source": [ "## 3. Visualize Gene Program-Specific Embeddings\n", "\n", "We first explore **gene program (GP) embeddings**, which is the main novelty of the Tripso model. \n", "\n", "### Example: GATA1 Gene Program\n", "\n", "GATA1 is a master transcription factor for erythroid (red blood cell) development. Therefore we expect the GATA1 embedding space to capture different cell states in erythroid differentiaiton. \n" ] }, { "cell_type": "code", "execution_count": 3, "id": "626422c2", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/software/cellgen/team292/mm58/venvs/lightning2/lib/python3.10/site-packages/anndata/_core/aligned_df.py:68: ImplicitModificationWarning: Transforming to str index.\n", " warnings.warn(\"Transforming to str index.\", ImplicitModificationWarning)\n" ] } ], "source": [ "# Create AnnData object using GATA1 gene program embeddings in slot X\n", "gata1 = sc.AnnData(\n", " X=np.array(data[\"GP_GATA1\"]), # GATA1-specific cell representations\n", " obs=data.select_columns(['idx', 'AuthorCellType', 'AuthorCellType_Broad', 'cell_type', 'age_group', 'Study', ]).to_pandas()\n", ")" ] }, { "cell_type": "code", "execution_count": 4, "id": "618e7680", "metadata": { "tags": [] }, "outputs": [], "source": [ "# Subset to erythroid lineage cell types\n", "# These represent the developmental trajectory where GATA1 is most relevant\n", "gata1 = gata1[\n", " gata1.obs['AuthorCellType_Broad'].isin(['HSC MPP', \n", " 'MEP', \n", " 'Early Erythroid',\n", " 'Late Erythroid', \n", " ])\n", "]" ] }, { "cell_type": "code", "execution_count": 5, "id": "7ef33868", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/software/cellgen/team292/mm58/venvs/lightning2/lib/python3.10/site-packages/scanpy/tools/_utils.py:41: UserWarning: You’re trying to run this on 256 dimensions of `.X`, if you really want this, set `use_rep='X'`.\n", " Falling back to preprocessing with `sc.pp.pca` and default params.\n", " warnings.warn(\n" ] } ], "source": [ "# Compute UMAP on GATA1 GP embedding space\n", "sc.pp.neighbors(gata1)\n", "sc.tl.umap(gata1)" ] }, { "cell_type": "code", "execution_count": 6, "id": "b277587e", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualize GATA1 GP embedding colored by cell type\n", "# Here the cells cluster according to their differentiation stage\n", "sc.pl.umap(gata1, color=['AuthorCellType_Broad'], title='GATA1 GP embedding space', frameon=False)" ] }, { "cell_type": "code", "execution_count": null, "id": "5eb8a81e-9da3-42ba-ab42-e4bab7061391", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "7ab673e8-b13b-442a-ae06-e60404bb30a9", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "lightning", "language": "python", "name": "lightning" }, "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" } }, "nbformat": 4, "nbformat_minor": 5 }