{ "cells": [ { "cell_type": "markdown", "id": "a083bb24", "metadata": {}, "source": [ "# Visualizing Novel Gene Programs Discovered by GPFinder\n", "\n", "This tutorial demonstrates how to visualize and interpret novel gene programs discovered through the GPFinder model's attention-based clustering approach. We'll explore how these data-driven gene programs relate to biological cell types and conditions in the bone marrow dataset.\n", "\n", "## What are Novel Gene Programs?\n", "\n", "Unlike the curated gene programs used in the Base model (e.g., `GP_IRF1`, `GP_USF1`), these novel programs are:\n", "- **Discovered automatically** from the model's attention patterns to HVG genes\n", "- **Data-driven** rather than based on prior biological knowledge\n", "- **Complementary** to existing curated programs, potentially capturing novel biology\n", "\n", "## Analysis Strategy\n", "\n", "We will:\n", "1. Load the discovered gene programs from clustering results\n", "2. Calculate gene program scores for each cell using Scanpy\n", "3. Visualize program activity across cell types and biological conditions\n", "4. Identify which programs are enriched in specific cell populations\n", "\n", "## Prerequisites\n", "- Completed GPFinder training (script 07)\n", "- Novel gene programs extracted via clustering (script 08)\n", "- Original Zeng dataset with UMAP coordinates" ] }, { "cell_type": "code", "execution_count": 1, "id": "50cb6684-f2ed-4626-8d06-658e2641d7f4", "metadata": { "tags": [] }, "outputs": [], "source": [ "import scanpy as sc\n", "import pandas as pd\n", "import numpy as np\n", "import anndata as ad" ] }, { "cell_type": "markdown", "id": "19e11b71", "metadata": {}, "source": [ "## 1. Import Required Libraries" ] }, { "cell_type": "code", "execution_count": 2, "id": "1c8b63ee-b08b-44c1-8dda-8cc7637af175", "metadata": { "tags": [] }, "outputs": [], "source": [ "from tqdm.notebook import tqdm" ] }, { "cell_type": "markdown", "id": "677f5f3a", "metadata": {}, "source": [ "## 2. Load the Dataset\n", "\n", "We'll use the original Zeng bone marrow dataset which contains:\n", "- Raw gene expression counts (from `adata.raw.X`)\n", "- Cell type annotations\n", "- Pre-computed UMAP coordinates for visualization" ] }, { "cell_type": "code", "execution_count": null, "id": "51caa490-11c3-4bc2-83b1-a58d14f3820a", "metadata": { "tags": [] }, "outputs": [], "source": [ "adata = sc.read_h5ad('path/to/your/folder/07_tutorial_zeng/data/raw/zeng.h5ad')" ] }, { "cell_type": "code", "execution_count": 4, "id": "2898d2e8-1751-4fa8-80b2-e06f16d74f2c", "metadata": { "tags": [] }, "outputs": [], "source": [ "adata.var = adata.var.set_index('gene_symbols')" ] }, { "cell_type": "markdown", "id": "3b0e20a4", "metadata": {}, "source": [ "### Prepare Gene Identifiers\n", "\n", "Set gene symbols as the index for easier gene program score calculation." ] }, { "cell_type": "code", "execution_count": 5, "id": "db550c16-eda3-4759-83ee-d585b5a6bac4", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 263159 × 27571\n", " obs: 'AuthorCellType', 'AuthorCellType_Broad', 'Shannon.Diversity.Normalized', 'nCount_RNA', 'nFeature_RNA', 'Study', 'donor_id', 'Sorting', 'S.Score', 'G2M.Score', 'CyclePhase', 'scrublet_scores', 'assay_ontology_term_id', 'development_stage_ontology_term_id', 'disease_ontology_term_id', 'is_primary_data', 'self_reported_ethnicity_ontology_term_id', 'suspension_type', 'tissue_ontology_term_id', 'sex_ontology_term_id', 'cell_type_ontology_term_id', 'Donor_Age_Group', 'tissue_type', 'cell_type', 'assay', 'disease', 'sex', 'tissue', 'self_reported_ethnicity', 'development_stage', 'observation_joinid'\n", " var: 'HCA_Hay2018', 'Oetjen2018', 'Granja2019', 'Mende2022', 'Setty2019', 'Ainciburu2023', 'HVG_intersect3000', 'nCells_Detected', 'nDatasets_Detected', 'feature_is_filtered', 'feature_name', 'feature_reference', 'feature_biotype', 'feature_length', 'feature_type'\n", " uns: 'Study_colors', 'citation', 'organism', 'organism_ontology_term_id', 'schema_reference', 'schema_version', 'title'\n", " obsm: 'X_harmony', 'X_pca', 'X_umap'" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata" ] }, { "cell_type": "markdown", "id": "70400573", "metadata": {}, "source": [ "### Inspect Dataset\n", "\n", "View the structure of the dataset to confirm it's loaded correctly." ] }, { "cell_type": "code", "execution_count": 6, "id": "50c17acc-1fff-406c-bac8-c0c439c7c3cc", "metadata": { "tags": [] }, "outputs": [], "source": [ "# add age group column\n", "\n", "def assign_age_group(stage):\n", " # Handle named stages first\n", " if stage == \"young adult stage\":\n", " return \"18-20\"\n", " if stage == \"prime adult stage\":\n", " return \"24-60\"\n", " if stage == \"late adult stage\":\n", " return \"65+\"\n", " \n", " # Extract numeric age from strings like \"29-year-old stage\"\n", " try:\n", " age = int(stage.split(\"-\")[0])\n", " except (ValueError, AttributeError):\n", " return np.nan\n", " \n", " # Assign based on numeric age\n", " if 18 <= age <= 20:\n", " return \"18-20\"\n", " elif 24 <= age <= 60:\n", " return \"24-60\"\n", " elif age >= 65:\n", " return \"65+\"\n", " else:\n", " return np.nan\n", "\n", "# Create harmonized age group column\n", "adata.obs[\"age_group\"] = adata.obs[\"development_stage\"].apply(assign_age_group)" ] }, { "cell_type": "markdown", "id": "e85c9579", "metadata": {}, "source": [ "### Add Age Group Metadata\n", "\n", "Create harmonized age groups for downstream analysis of age-related gene program changes.\n", "This groups donors into three age categories: young adults (18-20), prime adults (24-60), and older adults (65+)." ] }, { "cell_type": "code", "execution_count": null, "id": "4478712f-57f7-4380-9544-8d4eece3911f", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "6088d858", "metadata": {}, "source": [ "## 3. Load Discovered Novel Gene Programs\n", "\n", "Load the gene programs that were automatically discovered through attention-based clustering in the GPFinder model (from script 08).\n", "\n", "Each column in this CSV file represents one discovered gene program (e.g., `gp_0`, `gp_1`, etc.), with genes listed as rows." ] }, { "cell_type": "code", "execution_count": 7, "id": "133a0893-ca83-444f-9a35-863a02af5613", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "8.895777" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata.X.max()" ] }, { "cell_type": "code", "execution_count": null, "id": "0d770d1b-b54d-485c-81ce-803b9cd05b16", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "2611b01c", "metadata": {}, "source": [ "## 4. Calculate Gene Program Scores for Each Cell\n", "\n", "Using Scanpy's `score_genes` function, we calculate an activity score for each gene program in each cell. \n", "\n", "**How it works:**\n", "- For each program, the function averages the expression of all genes in that program\n", "- Subtracts a control score (average of randomly selected genes) to account for background\n", "- Higher scores indicate greater activity of that gene program in the cell\n", "\n", "**Note:** This may take a few minutes depending on dataset size and number of programs." ] }, { "cell_type": "code", "execution_count": 8, "id": "f62cb69f-360d-4715-8cf2-c23400d54ba3", "metadata": { "tags": [] }, "outputs": [], "source": [ "tripso_gp = pd.read_csv('output_gpfinder/gpdb_clusters_from_attention.csv')" ] }, { "cell_type": "code", "execution_count": 9, "id": "241de8c5-4bda-46f2-9548-71c79995e7a4", "metadata": { "tags": [] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "5c51f9ce8adb42fb9ee83759f40e4196", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/3 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualize cell types on UMAP to understand the cellular landscape\n", "sc.pl.umap(\n", " adata,\n", " color = 'AuthorCellType_Broad', # Broad cell type categories\n", " frameon = False,\n", " legend_loc = 'on data', # Place labels directly on clusters\n", " legend_fontsize=8, \n", " legend_fontoutline=2\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "f24b4426-988b-4dca-a699-8420b49e532b", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "95a5b7d4", "metadata": {}, "source": [ "## 6. Visualize All Novel Gene Program Activities\n", "\n", "Now we'll visualize the activity of all discovered gene programs across the UMAP. \n", "\n", "**What to look for:**\n", "- Programs with **cell type-specific** patterns (high in one cluster, low elsewhere)\n", "- Programs with **gradient patterns** across developmental or activation states\n", "- Programs active in **rare populations** that might capture specialized biology" ] }, { "cell_type": "code", "execution_count": 11, "id": "853845b8-7312-430d-a977-7f39952c0a0a", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualize activity of all discovered gene programs on UMAP\n", "# Each subplot shows where in the cell landscape a program is active\n", "sc.pl.umap(\n", " adata,\n", " color = [f'tripso_{gp}_score' for gp in tripso_gp.columns], # All GP scores\n", " frameon = False\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "a6113d73-e706-4fd2-a486-287d5673ceb6", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "55bafe0e", "metadata": {}, "source": [ "## 7. Case Study: Age-Related Changes in T/NK Cells\n", "\n", "Based on the UMAP, we can see increased gp0 activity in yhe lymphoid cluster. How does gene program `gp_0` vary with age?" ] }, { "cell_type": "code", "execution_count": null, "id": "0799dd48-594d-43ae-9e74-e9609c8209f4", "metadata": { "tags": [] }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 12, "id": "b012573f-f5a8-475a-a047-75522d035e79", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/software/cellgen/team292/mm58/venvs/lightning2/lib/python3.10/site-packages/scanpy/plotting/_utils.py:487: ImplicitModificationWarning: Trying to modify attribute `._uns` of view, initializing view as actual.\n", " adata.uns[value_to_plot + \"_colors\"] = colors_list\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Compare gp_0 activity across age groups in T and NK cells\n", "# This reveals whether this program changes with aging in these immune populations\n", "sc.pl.violin(\n", " adata[adata.obs['AuthorCellType_Broad'].isin(['Naive T', 'CD4 Memory T', 'CD8 Memory T', 'NK'])],\n", " 'tripso_gp_2_score', \n", " groupby = 'age_group', \n", " jitter = False \n", ")" ] }, { "cell_type": "code", "execution_count": 13, "id": "428ee8c9-94ac-457b-a117-97be23cf3059", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "100" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# check how many genes are in the gene program\n", "len(tripso_gp['gp_0'].dropna())" ] }, { "cell_type": "code", "execution_count": null, "id": "2c1b6234-815e-4dea-81f5-6925aa74d032", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "91031423-307a-417a-bb00-032ed7987118", "metadata": {}, "source": [ "## 7.2 Variation in invidiual genes" ] }, { "cell_type": "markdown", "id": "c7397be2-a6b0-41bb-9b98-f6b8c10219fb", "metadata": {}, "source": [ "We see a trend a in `gp0` score with increasing age. We can than examine which genes contribute to this pattern by examining which genes have higher attention scores in this GP. " ] }, { "cell_type": "code", "execution_count": 14, "id": "315b319b-afcc-4d4a-abb0-6d41d576e3c1", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/software/cellgen/team292/mm58/venvs/lightning2/lib/python3.10/site-packages/anndata/_core/anndata.py:1754: UserWarning: Observation names are not unique. To make them unique, call `.obs_names_make_unique`.\n", " utils.warn_names_duplicates(\"obs\")\n", "/software/cellgen/team292/mm58/venvs/lightning2/lib/python3.10/site-packages/anndata/_core/anndata.py:1754: UserWarning: Observation names are not unique. To make them unique, call `.obs_names_make_unique`.\n", " utils.warn_names_duplicates(\"obs\")\n", "/software/cellgen/team292/mm58/venvs/lightning2/lib/python3.10/site-packages/anndata/_core/anndata.py:1754: UserWarning: Observation names are not unique. To make them unique, call `.obs_names_make_unique`.\n", " utils.warn_names_duplicates(\"obs\")\n", "/software/cellgen/team292/mm58/venvs/lightning2/lib/python3.10/site-packages/anndata/_core/anndata.py:1754: UserWarning: Observation names are not unique. To make them unique, call `.obs_names_make_unique`.\n", " utils.warn_names_duplicates(\"obs\")\n" ] } ], "source": [ "# Here, we will load all data splits to ensure we have enough cells from younger group\n", "attn1 = sc.read_h5ad('output_gpfinder/attention/HVG_attention_train_set.h5ad')\n", "attn2 = sc.read_h5ad('output_gpfinder/attention/HVG_attention_val_set.h5ad')\n", "attn3 = sc.read_h5ad('output_gpfinder/attention/HVG_attention_test_set.h5ad')\n", "attn = ad.concat([attn1, attn2, attn3])" ] }, { "cell_type": "code", "execution_count": 15, "id": "53dbea6a-b5fa-4a25-bf20-06d8e917d6e1", "metadata": { "tags": [] }, "outputs": [], "source": [ "# We subset to our cell population of interest\n", "# and focus on the genes from gp 0\n", "\n", "attn_lymphoid = attn[attn.obs['AuthorCellType_Broad'].isin(['Naive T', 'CD4 Memory T', 'CD8 Memory T', 'NK'])]\n", "\n", "attn_lymphoid = attn_lymphoid[:, attn_lymphoid.var.index.isin(tripso_gp['gp_2'].dropna().values)]" ] }, { "cell_type": "code", "execution_count": null, "id": "bd138c69-3d1a-40de-bcfc-86215c76e730", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 16, "id": "06bd32fa-58ef-4b21-8769-f05d4c83b663", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/software/cellgen/team292/mm58/venvs/lightning2/lib/python3.10/site-packages/scanpy/tools/_rank_genes_groups.py:645: ImplicitModificationWarning: Trying to modify attribute `._uns` of view, initializing view as actual.\n", " adata.uns[key_added] = {}\n", "/software/cellgen/team292/mm58/venvs/lightning2/lib/python3.10/site-packages/anndata/_core/anndata.py:1754: UserWarning: Observation names are not unique. To make them unique, call `.obs_names_make_unique`.\n", " utils.warn_names_duplicates(\"obs\")\n", "/software/cellgen/team292/mm58/venvs/lightning2/lib/python3.10/site-packages/anndata/_core/anndata.py:1754: UserWarning: Observation names are not unique. To make them unique, call `.obs_names_make_unique`.\n", " utils.warn_names_duplicates(\"obs\")\n" ] } ], "source": [ "sc.tl.rank_genes_groups(attn_lymphoid, groupby = 'age_group')" ] }, { "cell_type": "code", "execution_count": 17, "id": "d00da074-af2e-423a-b901-deedf8f7e9c8", "metadata": { "tags": [] }, "outputs": [], "source": [ "# extract a dataframe with genes which have higher attention in older age groups\n", "old = sc.get.rank_genes_groups_df(\n", " attn_lymphoid, \n", " group = '65+'\n", ")" ] }, { "cell_type": "code", "execution_count": 18, "id": "0f302cd3-6635-48d8-8c76-9202549a4403", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# and visualize their expression in the original gene expression space\n", "sc.pl.dotplot(\n", " adata[adata.obs['AuthorCellType_Broad'].isin(['Naive T', 'CD4 Memory T', 'CD8 Memory T', 'NK'])],\n", " old['names'][:15],\n", " groupby = 'age_group',\n", " standard_scale = 'var',\n", " use_raw = False\n", ")" ] }, { "cell_type": "code", "execution_count": null, "id": "467534aa-d11c-46cb-b680-7ee9bda2d1e8", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "25aa7914-725e-4655-9c4d-8f7269bf625a", "metadata": {}, "source": [ "FOS, FOSB NFKBIA and TNFAIP3 are all involved in inflammatory processes, consistent with the known increase in inflammation with age known as \"inflammaging\" (reviewed in [Shchukina 2023](https://www.sciencedirect.com/science/article/pii/S1044532323001094)). Hemoglobin genes have also recently been reported as playing a role in T cell mitochondrial activity and activation ([Reed et al, 2025](https://pmc.ncbi.nlm.nih.gov/articles/PMC12324427/)). Therefore, it is possible that `gp2` may represent a coordinated shift in T cell inflammation and metabolism with age. " ] }, { "cell_type": "code", "execution_count": null, "id": "6ef5f873-fbd3-43a8-93a6-c51f603adf36", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "f07bd08f-e9c1-45c4-9869-81b7211eab8b", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "a3f3ce76-639e-45bf-bb41-a99bde226331", "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 }