{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Differential Expression: Advanced Analysis\n", "\n", "This tutorial explores advanced differential expression (DE) analysis with Kompot, building on the [Getting Started](./01_getting_started.ipynb) tutorial.\n", "\n", "You'll learn how to:\n", "\n", "- Customize DE analysis parameters for your specific dataset\n", "- Work with null gene distributions for FDR estimation\n", "- Perform multiple comparisons and track results\n", "- Use advanced visualization options\n", "- Optimize computational resources\n", "\n", "## Setup" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2025-10-03T20:21:18.427698Z", "iopub.status.busy": "2025-10-03T20:21:18.427474Z", "iopub.status.idle": "2025-10-03T20:21:27.936322Z", "shell.execute_reply": "2025-10-03T20:21:27.935620Z", "shell.execute_reply.started": "2025-10-03T20:21:18.427681Z" } }, "outputs": [], "source": [ "import anndata as ad\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import palantir\n", "import pandas as pd\n", "import scanpy as sc\n", "\n", "import kompot\n", "\n", "plt.rcParams[\"axes.spines.right\"] = False\n", "plt.rcParams[\"axes.spines.top\"] = False\n", "plt.rcParams[\"image.cmap\"] = \"Spectral_r\"" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2025-10-03T20:21:27.938078Z", "iopub.status.busy": "2025-10-03T20:21:27.937396Z", "iopub.status.idle": "2025-10-03T20:21:27.946024Z", "shell.execute_reply": "2025-10-03T20:21:27.945385Z", "shell.execute_reply.started": "2025-10-03T20:21:27.938049Z" } }, "outputs": [], "source": [ "DATA_PATH = \"../data/murine_bone_marrow_aging.h5ad\"\n", "GROUPING_COLUMN = \"Age\"\n", "CONDITIONS = [\"Young\", \"Old\"]\n", "CELL_TYPE_COLUMN = \"highres_celltype\"\n", "DIMENSIONALITY_REDUCTION = \"DM_EigenVectors\"\n", "LAYER_FOR_EXPRESSION = \"logged_counts\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load and Prepare Data\n", "\n", "We'll reuse the dataset from the first tutorial:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2025-10-03T20:21:27.947127Z", "iopub.status.busy": "2025-10-03T20:21:27.946891Z", "iopub.status.idle": "2025-10-03T20:21:59.239244Z", "shell.execute_reply": "2025-10-03T20:21:59.235109Z", "shell.execute_reply.started": "2025-10-03T20:21:27.947106Z" } }, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 8090 × 16285\n", " obs: 'Compartment', 'Replicate', 'Age', 'Sample', 'Info', 'batch', 'doublet_score', 'n_genes_by_counts', 'total_counts', 'total_counts_mt', 'pct_counts_mt', 'total_counts_hb', 'pct_counts_hb', 'S_score', 'G2M_score', 'phase', 'leiden', 'phenograph', 'highres_celltype', 'midres_celltype'\n", " var: 'gene_ids', 'feature_types', 'genome', 'mt', 'n_cells_by_counts', 'mean_counts', 'pct_dropout_by_counts', 'total_counts', 'hb', 'highly_variable', 'means', 'dispersions', 'dispersions_norm', 'highly_variable_nbatches', 'highly_variable_intersection'\n", " uns: 'Age_colors', 'Compartment_colors', 'DMEigenValues', 'Info_colors', 'README', 'Replicate_colors', 'Sample_colors', 'batch_colors', 'draw_graph', 'highres_celltype_colors', 'hvg', 'leiden', 'leiden_colors', 'midres_celltype_colors', 'neighbors', 'pca', 'phase_colors', 'umap', 'DM_EigenValues'\n", " obsm: 'AbCapture', 'DM_EigenVectors', 'HTO', 'X_draw_graph_fa', 'X_pca', 'X_pca_harmony', 'X_pca_noregression', 'X_umap'\n", " varm: 'PCs'\n", " layers: 'MAGIC_imputed_data', 'logged_counts', 'normalized_counts', 'raw_counts'\n", " obsp: 'DM_Kernel', 'connectivities', 'distances', 'DM_Similarity'" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata = ad.read_h5ad(DATA_PATH)\n", "palantir.utils.run_diffusion_maps(adata, pca_key=\"X_pca_harmony\", n_components=40)\n", "adata" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Understanding DE Parameters\n", "\n", "The [compute_differential_expression](https://kompot.readthedocs.io/en/latest/anndata.html#kompot.compute_differential_expression) function provides several important parameters:\n", "\n", "### Core Parameters\n", "\n", "- **`null_genes`**: Number of permuted genes for FDR estimation (default: 2000)\n", " - Higher values give better FDR estimates but increase computation time\n", " - Set to 0 to disable FDR computation (faster, but no significance thresholds)\n", "\n", "- **`sigma`**: Noise level in the expression layer (default: 1)\n", " - Adjust based on your normalization method\n", " - Higher values for noisier data\n", " - Lower values for denoised data\n", "\n", "- **`batch_size`**: Process genes/cells in batches to reduce memory (default: 0 = no batching)\n", " - Set to ~100 for large datasets to prevent memory overflow\n", "\n", "### Advanced Parameters\n", "\n", "- **`n_landmarks`**: Number of landmark points for Mahalanobis computation (default: 5000)\n", " - More landmarks = more accurate but slower\n", " - Kompot automatically uses min(n_landmarks, n_cells)\n", "\n", "- **`result_key`**: Prefix for result field names (default: \"kompot_de\")\n", " - Change to avoid overwriting previous results\n", "\n", "Let's run DE analysis with customized parameters:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2025-10-03T20:21:59.241016Z", "iopub.status.busy": "2025-10-03T20:21:59.240658Z", "iopub.status.idle": "2025-10-03T20:26:08.802829Z", "shell.execute_reply": "2025-10-03T20:26:08.801287Z", "shell.execute_reply.started": "2025-10-03T20:21:59.240998Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2025-10-03 13:21:59,246] [INFO ] Condition 1 (Young): 2,917 cells\n", "[2025-10-03 13:21:59,248] [INFO ] Condition 2 (Old): 3,116 cells\n", "[2025-10-03 13:21:59,248] [INFO ] Using 8090 of 8090 cells (100.0%)\n", "[2025-10-03 13:21:59,602] [INFO ] Preparing null distribution with null_genes=4000, null_seed=42\n", "[2025-10-03 13:22:01,972] [INFO ] Generated shuffled expression for 4000 null genes\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:2025-10-03 13:22:02,421:jax._src.xla_bridge:966: An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "[2025-10-03 13:22:12,369] [INFO ] Fitting expression estimator for condition 1...\n", "[2025-10-03 13:22:47,608] [INFO ] Fitting expression estimator for condition 2...\n", "[2025-10-03 13:23:46,830] [INFO ] Landmark storage skipped (store_landmarks=False). Compute with store_landmarks=True to enable landmark reuse.\n", "[2025-10-03 13:24:56,798] [INFO ] Using 5,000 landmarks for Mahalanobis computation\n", "[2025-10-03 13:25:57,300] [INFO ] Computing FDR statistics from null distribution\n", "[2025-10-03 13:26:00,149] [INFO ] FDR analysis complete: 139/16285 genes significantly DE at FDR < 0.05\n", "[2025-10-03 13:26:00,150] [INFO ] Mahalanobis distance threshold for FDR < 0.05: 29.0322\n", "[2025-10-03 13:26:08,353] [INFO ] This run will have `run_id=0`.\n" ] } ], "source": [ "de_results = kompot.compute_differential_expression(\n", " adata,\n", " groupby=GROUPING_COLUMN,\n", " condition1=CONDITIONS[0],\n", " condition2=CONDITIONS[1],\n", " layer=LAYER_FOR_EXPRESSION,\n", " obsm_key=DIMENSIONALITY_REDUCTION,\n", " null_genes=4000, # More null genes for better FDR estimation\n", " sigma=1, # Adjust if needed for your data\n", " batch_size=0, # No batching for this small dataset\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Volcano Plot Customization\n", "\n", "The [volcano_de](https://kompot.readthedocs.io/en/latest/plotting.html#kompot.plot.volcano_de) function offers extensive customization options.\n", "\n", "### Changing the Y-Axis Metric\n", "\n", "By default, the y-axis shows Mahalanobis distance. You can switch to local FDR:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2025-10-03T20:26:08.804254Z", "iopub.status.busy": "2025-10-03T20:26:08.803882Z", "iopub.status.idle": "2025-10-03T20:26:09.310136Z", "shell.execute_reply": "2025-10-03T20:26:09.309695Z", "shell.execute_reply.started": "2025-10-03T20:26:08.804233Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2025-10-03 13:26:08,807] [INFO ] Found DE run info for run_id=-1\n", "[2025-10-03 13:26:08,810] [INFO ] Found mean_lfc_key='kompot_de_Young_to_Old_mean_lfc' from run info\n", "[2025-10-03 13:26:08,810] [INFO ] Found mahalanobis_key='kompot_de_Young_to_Old_mahalanobis' from run info\n", "[2025-10-03 13:26:08,811] [INFO ] Successfully inferred fields: {'mean_lfc_key': 'kompot_de_Young_to_Old_mean_lfc', 'mahalanobis_key': 'kompot_de_Young_to_Old_mahalanobis'}\n", "[2025-10-03 13:26:08,817] [INFO ] Using local_fdr values for y-axis: kompot_de_Young_to_Old_mahalanobis_local_fdr\n", "[2025-10-03 13:26:08,818] [INFO ] Using DE run 0: comparing Young to Old\n", "[2025-10-03 13:26:08,865] [INFO ] Using data columns from var - lfc: 'kompot_de_Young_to_Old_mean_lfc', score: 'kompot_de_Young_to_Old_mahalanobis_local_fdr'\n", "[2025-10-03 13:26:08,866] [INFO ] Applied local_fdr transformation to y-axis data\n", "[2025-10-03 13:26:08,867] [INFO ] Significance threshold selection: using column 'kompot_de_Young_to_Old_mahalanobis_local_fdr' with threshold < 0.02\n", "[2025-10-03 13:26:08,873] [INFO ] Values range: 0.018455 - 1.000000\n", "[2025-10-03 13:26:08,875] [INFO ] Found 110 genes with local_fdr < 0.02\n", "[2025-10-03 13:26:08,877] [INFO ] Highlighting 110 genes at local_fdr < 0.02 (66 up, 44 down)\n", "[2025-10-03 13:26:08,899] [INFO ] Labeling top 10 genes by score\n", "[2025-10-03 13:26:08,920] [INFO ] Added local_fdr threshold line at y=1.70 (local_fdr=0.02)\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kompot.plot.volcano_de(\n", " adata,\n", " y_axis_type=\"local_fdr\",\n", " significance_threshold=0.02, # Adjust FDR threshold\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Highlighting Gene Sets\n", "\n", "Highlight specific gene sets with custom colors and labels:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2025-10-03T20:26:09.311728Z", "iopub.status.busy": "2025-10-03T20:26:09.311510Z", "iopub.status.idle": "2025-10-03T20:26:09.770911Z", "shell.execute_reply": "2025-10-03T20:26:09.770313Z", "shell.execute_reply.started": "2025-10-03T20:26:09.311713Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2025-10-03 13:26:09,313] [INFO ] Found DE run info for run_id=-1\n", "[2025-10-03 13:26:09,314] [INFO ] Found mean_lfc_key='kompot_de_Young_to_Old_mean_lfc' from run info\n", "[2025-10-03 13:26:09,314] [INFO ] Found mahalanobis_key='kompot_de_Young_to_Old_mahalanobis' from run info\n", "[2025-10-03 13:26:09,315] [INFO ] Successfully inferred fields: {'mean_lfc_key': 'kompot_de_Young_to_Old_mean_lfc', 'mahalanobis_key': 'kompot_de_Young_to_Old_mahalanobis'}\n", "[2025-10-03 13:26:09,315] [INFO ] Using DE run 0: comparing Young to Old\n", "[2025-10-03 13:26:09,348] [INFO ] Using data columns from var - lfc: 'kompot_de_Young_to_Old_mean_lfc', score: 'kompot_de_Young_to_Old_mahalanobis'\n", "[2025-10-03 13:26:09,350] [INFO ] Added highlight group 'MHC class II' with 4 genes\n", "[2025-10-03 13:26:09,350] [INFO ] Added highlight group 'Antioxidant' with 6 genes\n", "[2025-10-03 13:26:09,358] [INFO ] Labeling 6 specific genes\n", "[2025-10-03 13:26:09,387] [INFO ] Skipping threshold line drawing for dictionary-format significance_threshold\n" ] }, { "data": { "image/png": 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mc/t99MR1Lr799tsS6w4fPuyX7oEAAKDmIywCAFhcrYuuueYa7dy5U0OHDlXz5s3dtpk4caJOnDihadOmuU0pv3nzZi1YsEB2u10jR44s8zgXX3yxWrVqpddff12ff/55ifVFQ4WEhARlZ2dry5Yt1jKHw6G//e1vpbYk8cWVV16p8PBwzZkzR3v27LGWnzhxQvfee6+k/93QB9rZZ5+t9u3b67PPPtOXX37ptu6xxx5TVlaWxo4d6zaodOPGjZWVlaWCggKP+0xPT9evv/6qo0eP+q1OV2Axbdo0t8HFd+/erTlz5ig8PNxtcOVevXpJOjnYttPptJZ/9913fhkI+5xzzlGbNm304YcflgiwZs6c6bFFU3muuuoqHTlyRM8884y+/vprXXDBBSW6cP34448eW/C4Wu94Gvi6uLvuuktt27bVa6+9pgcffLBE8Ldv3z5dfPHFOnDggO6880516NChzP21adNG5513njZt2lTi3D766KNuYz0BAACUJjzYBQAAQsfYsWM1depUq/uMKzwq6u6779ann36q1157TVu3btXAgQO1f/9+/fvf/9aJEye0aNEiNWzYsMzjRERE6K233tKQIUN00UUXaciQIUpKSlJeXp5SUlJ09OhRq8XJrbfequXLl+ucc87RmDFjFBkZqdWrV2v37t3q37+/x1Y4vmjfvr2eeOIJ3XnnnerevbvGjBmj+vXr65NPPtGvv/6qSy65xJohK9BsNpsWLlyowYMHa+jQoRo9erQSEhK0bt06rVy5Uu3bt7dmaHM5//zztX79eo0YMULnnnuu6tatq3POOcca4HjChAn66quvtGrVKo8DZ1fEVVddpffee08ffvihunfvruHDh+vIkSN66623dODAAc2ePVvt2rWztj/zzDN11llnaeXKlTrrrLN03nnnKS0tTR999JFGjBih999/v1L1hIWF6Z///Kcuvvhi9evXT1dccYWaNWumr776Srt371ZSUpI2bdrk0z7HjRun++67T8nJyTJN02MXtMWLF+vFF19U//79dcoppyg6Olq//PKLli5dqiZNmrh14SxNTEyMli1bpmHDhumBBx7QokWLNHjwYNntdu3cuVOffvqpDh8+rGuvvVaPPvqoV7W/8MILOvvsszVhwgR98MEH6tChg3788Uf98MMPOvfcc/XNN9/4dC4AAEDtQ8siAIAlOjpal112maSTA+EOGzasxDaRkZFauXKlZs6cqby8PP3jH//Qe++9p/POO0+rV6/W6NGjvTrWWWedpQ0bNmjKlCn6+eefNXv2bL3zzjuqW7eupk6dam03fPhwvfPOO2rXrp1ef/11vfHGG+rcubN++OEHtxm6KmPq1Kn68MMP1a1bN73++ut67rnnVKdOHaum8mag8qdzzjlH33//vS655BItX75cTz31lHbs2KHbbrtN33//fYlBnGfOnKlrr71WW7Zs0axZszRt2rQSrZL8zTAMvfPOO3rqqadUp04dPffcc3r99dfVrVs3ffjhh27vn2v7jz76SFdddZV+//13vfDCC9q1a5c++ugjrwb+9sZFF12k5cuXq1evXvr3v/+tuXPnqlWrVvr222/lcDh8HuepdevW6t+/v06cOKEGDRp4bC03duxYTZkyRXv37tWbb76pZ599Vr/++qtuvvlmbdiwweOMgZ507NhRmzZt0pw5cxQfH6833nhDTz31lL755hsNGTJEX375pebOnWsN7l2ebt26ac2aNRoyZIiWLVum559/XnXq1NGaNWvcQjwAAIDSGGbRPgQAAAA1yKFDhxQfH6/TTjtN69atC3Y5AAAA1QItiwAAQLV35MgRHTp0yG2Zw+HQXXfdpfz8/HLH0QIAAMD/0LIIAABUeykpKTrnnHM0ePBgtWvXTocOHdI333yjX375RaeeeqrWrVun+vXrB7tMAACAaoGwCAAAVHv79+/X3Xffra+++koZGRkqLCxUmzZtNHLkSE2fPl0xMTHBLhEAAKDaICwCAAAAAACAhTGLAAAAAAAAYCEsAgAAAAAAgKVWhEWmaSovL0/0uAMAAAAAAChbrQiLDh06JLvdXmJKXQAIJqfTqX379snpdAa7FABABfFZDgCoiWpFWAQAAAAAAADvEBYBQJAcP35cx48fD3YZAAAAAOCGsAgAgsDhcOjzzz/X6tWr5XA4gl0OAAAAAFgIiwAAAAAAAGAhLAIAAAAAAICFsAgAAAAAAAAWwiIAAAAAAABYCIsAAAAAAABgISwCAAAAAACAJTzYBQBAbWQYhlq3bq369evLMIxglwMAAAAAFsIiAAgCm82mHj16KDMzUzYbjTwBAAAAhA7uUAAAAAAAAGAhLAKAIHE4HHI4HMEuAwAAAKh2Vq9eLcMwlJOTI0lauHChYmJiglpTTUJYBABB4HA4tHTpUq1YsYLACAAAAPBg7dq1CgsL05AhQ4JdSq1DWAQAAAAAAELO/Pnzdeutt+rbb79Venp6sMupVQiLAAAAAABASDly5Ijeeust3XjjjRo+fLgWLlxY6X2uXbtWPXr0UGRkpHr16qUPPvhAhmEoJSXF2uaXX37R0KFD1aBBA8XHx+uqq65SVlaWtb5///667bbbdPfdd6tx48Zq1qyZkpOT3Y6Tm5ur6667TnFxcYqOjtb555+vjRs3Wus3btyoAQMGqGHDhoqOjtb//d//af369ZV+ff5EWAQAAAAAAELKv//9b3Xq1EmdOnXS+PHjtWDBApmmWeH9HTp0SCNGjNBpp52mDRs26KGHHtI999zjts3evXvVr18/9ejRQ+vXr9eyZcuUkZGhMWPGuG336quvqn79+lq3bp2efPJJPfjgg/riiy8kSaZpatiwYdq3b5+WLl2qn376ST179tTAgQN18OBBSdK4cePUqlUr/fjjj/rpp5907733qk6dOhV+bYEQHuwCAAAAAABA6DJNU2lpacrNzZXdbldCQoIMwwjoMefNm6fx48dLkoYMGaLDhw9rxYoVGjRoUIX2t3jxYhmGoVdeeUWRkZHq2rWrdu/erWuvvdba5qWXXlLPnj316KOPWsvmz5+v1q1ba/v27erYsaMkqXv37nrggQckSR06dNDzzz+vFStW6IILLtCqVav0888/KzMzUxEREZKkp556Sh988IHeeecdXXfddUpPT9ddd92lzp07W/sINbQsAgAAAAAApUpLS1NaWppycnKsnwNp27Zt+uGHH3TFFVdIksLDw3X55Zdr/vz5ldpn9+7dFRkZaS3r3bu32zY//fSTVq1apQYNGlj/uQKdHTt2WNt1797d7XnNmzdXZmamtY/Dhw8rNjbWbT9//PGHtY+pU6fqmmuu0aBBg/T444+77TtU0LIIAAAAAACUKjc3t8zH/jZv3jwVFhaqZcuW1jLTNFWnTh1lZ2erUaNGPu/TNM0SraGKd2tzOp0aMWKEnnjiiRLPb968ufVz8S5jhmHI6XRa+2jevLlWr15dYh8xMTGSpOTkZF155ZX69NNP9dlnn+mBBx7QkiVLNGrUKJ9fV6AQFgFAEBiGoebNmysiIiLgTXgBAACAyrDb7crJyXF7HCiFhYVatGiRZs+erQsvvNBt3V/+8hctXrxYt9xyi8/77dy5sxYvXqxjx45Z3cOKDyrds2dPvfvuu0pMTFR4eMXikp49e2rfvn0KDw9XYmJiqdt17NhRHTt21B133KGxY8dqwYIFIRUW0Q0NAILAZrOpV69e6tGjh2w2PooBAAAQuhISEpSQkKCYmBjr50D55JNPlJ2drauvvlrdunVz+++yyy7TvHnzKrTfK6+8Uk6nU9ddd522bt2qzz//XE899ZQkWV/e3nzzzTp48KDGjh2rH374QTt37tTy5cs1ZcoUORwOr44zaNAgnXXWWRo5cqQ+//xzpaamau3atZoxY4bWr1+v/Px83XLLLVq9erXS0tK0Zs0a/fjjj+rSpUuFXlegcIcCAAAAAABKZRiGEhMTlZSUpMTExIC2jJ83b54GDRrksfXSX/7yF6WkpGjDhg0+7zc6Oloff/yxUlJS1KNHD02fPl3333+/JFnjGLVo0UJr1qyRw+HQ4MGD1a1bN/31r3+V3W73+gtewzC0dOlSnXfeeZoyZYo6duyoK664QqmpqYqPj1dYWJgOHDigCRMmqGPHjhozZowuuugizZo1y+fXFEiGWZm556qJvLw82e125ebmKjo6OtjlAICkk/2ZMzMzFRcXR+siAKim+CwHgOpr8eLFmjx5snJzcxUVFRXsckIKYxYBQBA4HA598sknys3N1dixY7nBAAAAAAJs0aJFateunVq2bKmNGzfqnnvu0ZgxYwiKPCAsAgAAAAAANd6+fft0//33a9++fWrevLlGjx6tRx55JNhlhSTCIgAAAABAwJimqbS0NOXm5sputyshIYHZYBEUd999t+6+++5gl1EtEBYBAAAAAAImLS1NaWlpkmRNv17WlOIAgo9BMgAAAAAAAZObm1vmYwChh7AIAAAAABAwxadA9zQlOoDQQjc0AAAAAEDAJCQkSJLbmEUAQhthEQAEgWEYiouLU506dRjgEQAA1GiGYTBGEVDNEBYBQBDYbDb16dNHmZmZstnoEQwAAAAgdHCHAgAAAAAAUEGTJk3SyJEjg12GXxEWAQAAAACAkDFp0iQZhqEbbrihxLqbbrpJhmFo0qRJbtt7CmtWr14twzCUk5NjLTNNU3PnzlWfPn3UoEEDxcTEqFevXnr66ad19OjRALyawFq4cKFiYmJKfVxRhEUAEAQOh0NLly7VihUr5HA4gl0OAAAAEFJat26tJUuWKD8/31pWUFCgN998U23atKnwfq+66irdfvvtuuSSS7Rq1SqlpKRo5syZ+vDDD7V8+XJ/lF4jEBYBQJA4HA6CIgAAAMCDnj17qk2bNnrvvfesZe+9955at26t008/vUL7fOutt7R48WK9+eabuu+++3TGGWcoMTFRl1xyiVauXKkBAwaU+twtW7Zo2LBhio6OVsO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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Define gene sets of interest\n", "gene_sets = [\n", " {\n", " \"name\": \"MHC class II\",\n", " \"genes\": [\"H2-Ab1\", \"H2-Aa\", \"Cd74\", \"H2-Eb1\"],\n", " \"color\": \"#E76F51\",\n", " },\n", " {\n", " \"name\": \"Antioxidant\",\n", " \"genes\": [\"S100a8\", \"Alox5ap\", \"Hp\", \"S100a9\", \"Mgst1\", \"Apoe\"],\n", " \"color\": \"#2A9D8F\",\n", " },\n", "]\n", "\n", "kompot.plot.volcano_de(\n", " adata,\n", " significance_threshold={\"local_fdr\": 0.02, \"mahalanobis\": 30},\n", " gene_labels=[\"S100a8\", \"Alox5ap\", \"Hp\", \"S100a9\", \"Mgst1\", \"Apoe\"],\n", " highlight_genes=gene_sets,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`gene_labels` can be:\n", "- A list of gene names\n", "- A dictionary mapping gene names to custom labels\n", "- An integer to auto-select the top N genes\n", "\n", "`highlight_genes` can be:\n", "- A list of gene names (all same color)\n", "- A list of dictionaries with \"name\", \"genes\", and \"color\" keys (as shown)\n", "- An integer to highlight the top N genes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Expression Visualization\n", "\n", "### Plotting Individual Genes\n", "\n", "Imputed expression for each condition is stored in `adata.layers`:\n", "- `kompot_de_Young_imputed`\n", "- `kompot_de_Old_imputed`\n", "- `kompot_de_Young_to_Old_fold_change`\n", "\n", "You can plot these manually:\n", "```Python\n", "gene = \"Igkc\"\n", "\n", "# Manual plotting\n", "sc.pl.embedding(adata, basis=\"umap\", color=gene, layer=\"logged_counts\")\n", "sc.pl.embedding(adata, basis=\"umap\", color=gene, layer=\"kompot_de_Young_imputed\")\n", "sc.pl.embedding(adata, basis=\"umap\", color=gene, layer=\"kompot_de_Old_imputed\")\n", "sc.pl.embedding(adata, basis=\"umap\", color=gene, layer=\"kompot_de_Young_to_Old_fold_change\")\n", "```\n", "Or use the convenience function:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2025-10-03T20:26:09.772290Z", "iopub.status.busy": "2025-10-03T20:26:09.772024Z", "iopub.status.idle": "2025-10-03T20:26:11.382206Z", "shell.execute_reply": "2025-10-03T20:26:11.381669Z", "shell.execute_reply.started": "2025-10-03T20:26:09.772275Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2025-10-03 13:26:09,773] [INFO ] Found DE run info for run_id=-1\n", "[2025-10-03 13:26:09,773] [INFO ] Found mean_lfc_key='kompot_de_Young_to_Old_mean_lfc' from run info\n", "[2025-10-03 13:26:09,774] [INFO ] Found mahalanobis_key='kompot_de_Young_to_Old_mahalanobis' from run info\n", "[2025-10-03 13:26:09,775] [INFO ] Successfully inferred fields: {'mean_lfc_key': 'kompot_de_Young_to_Old_mean_lfc', 'mahalanobis_key': 'kompot_de_Young_to_Old_mahalanobis'}\n", "[2025-10-03 13:26:09,775] [INFO ] Using DE run 0: comparing Young to Old\n", "[2025-10-03 13:26:09,776] [INFO ] Using fields for gene expression plot - lfc_key: 'kompot_de_Young_to_Old_mean_lfc', score_key: 'kompot_de_Young_to_Old_mahalanobis'\n", "[2025-10-03 13:26:09,776] [INFO ] Using layer 'logged_counts' inferred from run information\n", "[2025-10-03 13:26:09,778] [INFO ] Using condition1 imputed layer 'kompot_de_Young_imputed' for 'Young'\n", "[2025-10-03 13:26:09,778] [INFO ] Using condition2 imputed layer 'kompot_de_Old_imputed' for 'Old'\n", "[2025-10-03 13:26:09,778] [INFO ] Using fold_change layer 'kompot_de_Young_to_Old_fold_change' from run_info\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kompot.plot.plot_gene_expression(\n", " adata, gene=\"Igkc\", vmin=\"p2\", vmax=\"p98\", frameon=False\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Comparing Conditions with Subplots\n", "\n", "The [kompot.plot.embedding](https://kompot.readthedocs.io/en/latest/plotting.html#kompot.plot.embedding) wrapper supports filtering to specific groups:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2025-10-03T20:26:11.383166Z", "iopub.status.busy": "2025-10-03T20:26:11.382860Z", "iopub.status.idle": "2025-10-03T20:26:12.645743Z", "shell.execute_reply": "2025-10-03T20:26:12.645003Z", "shell.execute_reply.started": "2025-10-03T20:26:11.383148Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2025-10-03 13:26:11,413] [INFO ] Selected 2,917 cells out of 8,090 total cells.\n", "[2025-10-03 13:26:11,701] [INFO ] Selected 3,116 cells out of 8,090 total cells.\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kompot.plot.embedding(\n", " adata,\n", " \"umap\",\n", " color=\"Igkc\",\n", " layer=LAYER_FOR_EXPRESSION,\n", " frameon=False,\n", " mgroups=[{GROUPING_COLUMN: condition} for condition in CONDITIONS],\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `mgroups` parameter creates multiple subplots, each showing cells filtered by the specified conditions." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Heatmap Customization\n", "\n", "The [heatmap](https://kompot.readthedocs.io/en/latest/plotting.html#kompot.plot.heatmap) function visualizes average expression per group.\n", "\n", "### Z-Score Normalization\n", "\n", "By default, values are z-scored across conditions for each gene. Disable this to show raw expression:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2025-10-03T20:26:12.646835Z", "iopub.status.busy": "2025-10-03T20:26:12.646425Z", "iopub.status.idle": "2025-10-03T20:26:15.303656Z", "shell.execute_reply": "2025-10-03T20:26:15.303202Z", "shell.execute_reply.started": "2025-10-03T20:26:12.646814Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2025-10-03 13:26:12,648] [INFO ] Found DE run info for run_id=-1\n", "[2025-10-03 13:26:12,654] [INFO ] Found mahalanobis_key='kompot_de_Young_to_Old_mahalanobis' from run info\n", "[2025-10-03 13:26:12,654] [INFO ] Successfully inferred fields: {'mahalanobis_key': 'kompot_de_Young_to_Old_mahalanobis'}\n", "[2025-10-03 13:26:12,655] [INFO ] Using DE run 0 for heatmap.\n", "[2025-10-03 13:26:12,655] [INFO ] Inferred score_key='kompot_de_Young_to_Old_mahalanobis' from run information\n", "[2025-10-03 13:26:12,658] [INFO ] Inferred condition_column='Age' from run information\n", "[2025-10-03 13:26:12,659] [INFO ] Inferred condition1='Young' from run information\n", "[2025-10-03 13:26:12,659] [INFO ] Inferred condition2='Old' from run information\n", "[2025-10-03 13:26:12,660] [INFO ] Inferred layer='logged_counts' from run information\n", "[2025-10-03 13:26:12,660] [INFO ] Creating split heatmap with 20 genes/features\n", "[2025-10-03 13:26:12,661] [INFO ] Using expression data from layer: 'logged_counts'\n", "[2025-10-03 13:26:12,845] [INFO ] Excluded 7 cells from groups: Plasma cell\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kompot.plot.heatmap(\n", " adata,\n", " n_top_genes=20,\n", " groupby=CELL_TYPE_COLUMN,\n", " exclude_groups=\"Plasma cell\",\n", " standard_scale=None, # Disable z-scoring\n", " vmax=\"p99\",\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Custom Gene Lists\n", "\n", "Instead of selecting top genes by Mahalanobis distance, provide a custom list:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2025-10-03T20:26:15.304654Z", "iopub.status.busy": "2025-10-03T20:26:15.304341Z", "iopub.status.idle": "2025-10-03T20:26:16.227583Z", "shell.execute_reply": "2025-10-03T20:26:16.227154Z", "shell.execute_reply.started": "2025-10-03T20:26:15.304634Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2025-10-03 13:26:15,305] [INFO ] Inferred condition_column='Age' from run information\n", "[2025-10-03 13:26:15,306] [INFO ] Inferred condition1='Young' from run information\n", "[2025-10-03 13:26:15,307] [INFO ] Inferred condition2='Old' from run information\n", "[2025-10-03 13:26:15,307] [INFO ] Inferred layer='logged_counts' from run information\n", "[2025-10-03 13:26:15,308] [INFO ] Creating split heatmap with 7 genes/features\n", "[2025-10-03 13:26:15,308] [INFO ] Using expression data from layer: 'logged_counts'\n", "[2025-10-03 13:26:15,371] [INFO ] Excluded 7 cells from groups: Plasma cell\n", "[2025-10-03 13:26:15,377] [INFO ] Applying gene-wise z-scoring (standard_scale='var')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "custom_genes = [\"H2-Q7\", \"Cd74\", \"H2-Aa\", \"H2-Ab1\", \"S100a9\", \"S100a8\", \"Apoe\"]\n", "\n", "kompot.plot.heatmap(\n", " adata,\n", " genes=custom_genes,\n", " groupby=CELL_TYPE_COLUMN,\n", " exclude_groups=\"Plasma cell\",\n", " vmin=\"p1\",\n", " vmax=\"p99\",\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Simplify Heatmap Display\n", "\n", "To simplify the plot, pass `fold_change_mode=True`. Each square will then represent only the difference between the two groups, which equals the log fold change if the expression data was log-transformed." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2025-10-03T20:26:16.228554Z", "iopub.status.busy": "2025-10-03T20:26:16.228182Z", "iopub.status.idle": "2025-10-03T20:26:17.554596Z", "shell.execute_reply": "2025-10-03T20:26:17.554133Z", "shell.execute_reply.started": "2025-10-03T20:26:16.228537Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2025-10-03 13:26:16,229] [INFO ] Inferred condition_column='Age' from run information\n", "[2025-10-03 13:26:16,232] [INFO ] Inferred condition1='Young' from run information\n", "[2025-10-03 13:26:16,232] [INFO ] Inferred condition2='Old' from run information\n", "[2025-10-03 13:26:16,233] [INFO ] Inferred layer='logged_counts' from run information\n", "[2025-10-03 13:26:16,233] [INFO ] Creating fold change heatmap with 7 genes/features\n", "[2025-10-03 13:26:16,234] [INFO ] Using expression data from layer: 'logged_counts'\n", "[2025-10-03 13:26:16,343] [INFO ] Excluded 7 cells from groups: Plasma cell\n", "[2025-10-03 13:26:16,349] [INFO ] Applying gene-wise z-scoring (standard_scale='var')\n", "[2025-10-03 13:26:16,420] [WARNING ] standard_scale is ignored in fold_change_mode as z-scoring is not appropriate for fold changes\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kompot.plot.heatmap(\n", " adata,\n", " genes=custom_genes,\n", " groupby=CELL_TYPE_COLUMN,\n", " exclude_groups=\"Plasma cell\",\n", " vmin=\"p1\",\n", " vmax=\"p99\",\n", " fold_change_mode=True,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Multiple Comparisons\n", "\n", "Kompot tracks multiple analysis runs, allowing you to perform different comparisons on the same dataset.\n", "\n", "### Running Additional Comparisons\n", "\n", "Let's add a comparison between Young and Mid-age mice (if Mid exists in your data):" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2025-10-03T20:26:17.560483Z", "iopub.status.busy": "2025-10-03T20:26:17.555066Z", "iopub.status.idle": "2025-10-03T20:27:33.816049Z", "shell.execute_reply": "2025-10-03T20:27:33.815057Z", "shell.execute_reply.started": "2025-10-03T20:26:17.560467Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2025-10-03 13:26:17,562] [WARNING ] Differential expression results with result_key='kompot_de' already exist in the dataset. Previous run was at 2025-10-03T13:26:08.352416 comparing Young to Old. Fields that will be overwritten: layers.kompot_de_Young_imputed, obs.kompot_de_Young_std Set overwrite=False to prevent overwriting or overwrite=True to silence this message.\n", "[2025-10-03 13:26:17,566] [INFO ] Condition 1 (Young): 2,917 cells\n", "[2025-10-03 13:26:17,566] [INFO ] Condition 2 (Mid): 2,057 cells\n", "[2025-10-03 13:26:17,567] [INFO ] Using 8090 of 8090 cells (100.0%)\n", "[2025-10-03 13:26:17,828] [INFO ] Preparing null distribution with null_genes=2000, null_seed=42\n", "[2025-10-03 13:26:19,100] [INFO ] Generated shuffled expression for 2000 null genes\n", "[2025-10-03 13:26:19,578] [INFO ] Fitting expression estimator for condition 1...\n", "[2025-10-03 13:26:21,014] [WARNING ] Gaussin process type is GaussianProcessType.FIXED and n_landmarks=5,000 are requested while only 2,917 datapoints are available. Using all datapoints for 2,917 landmarks instead.\n", "[2025-10-03 13:26:32,556] [INFO ] Fitting expression estimator for condition 2...\n", "[2025-10-03 13:26:46,811] [WARNING ] Gaussin process type is GaussianProcessType.FIXED and n_landmarks=5,000 are requested while only 2,057 datapoints are available. Using all datapoints for 2,057 landmarks instead.\n", "[2025-10-03 13:27:15,798] [INFO ] Using 2,917 landmarks for Mahalanobis computation\n", "[2025-10-03 13:27:27,143] [INFO ] Computing FDR statistics from null distribution\n", "[2025-10-03 13:27:28,213] [INFO ] FDR analysis complete: 0/16285 genes significantly DE at FDR < 0.05\n", "[2025-10-03 13:27:33,336] [INFO ] This run will have `run_id=1`.\n" ] } ], "source": [ "de_results_2 = kompot.compute_differential_expression(\n", " adata,\n", " groupby=GROUPING_COLUMN,\n", " condition1=\"Young\",\n", " condition2=\"Mid\",\n", " layer=LAYER_FOR_EXPRESSION,\n", " obsm_key=DIMENSIONALITY_REDUCTION,\n", " batch_size=0,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Kompot warns about field overwrites and tracks which run created each field.\n", "\n", "### Accessing Different Runs\n", "\n", "Each analysis is assigned a `run_id` (0 for the first run, 1 for the second, etc.). Most plotting functions accept a `run_id` parameter:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2025-10-03T20:27:33.818772Z", "iopub.status.busy": "2025-10-03T20:27:33.817656Z", "iopub.status.idle": "2025-10-03T20:27:34.233500Z", "shell.execute_reply": "2025-10-03T20:27:34.233016Z", "shell.execute_reply.started": "2025-10-03T20:27:33.818755Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2025-10-03 13:27:33,821] [INFO ] Found DE run info for run_id=0\n", "[2025-10-03 13:27:33,823] [INFO ] Found mean_lfc_key='kompot_de_Young_to_Old_mean_lfc' from run info\n", "[2025-10-03 13:27:33,824] [INFO ] Found mahalanobis_key='kompot_de_Young_to_Old_mahalanobis' from run info\n", "[2025-10-03 13:27:33,825] [WARNING ] Field 'kompot_de_Young_to_Old_mean_lfc' was last written by run 0, but current context expects run 1. The field may have been overwritten.\n", "[2025-10-03 13:27:33,826] [WARNING ] Field 'kompot_de_Young_to_Old_mahalanobis' was last written by run 0, but current context expects run 1. The field may have been overwritten.\n", "[2025-10-03 13:27:33,828] [INFO ] Successfully inferred fields: {'mean_lfc_key': 'kompot_de_Young_to_Old_mean_lfc', 'mahalanobis_key': 'kompot_de_Young_to_Old_mahalanobis'}\n", "[2025-10-03 13:27:33,828] [WARNING ] Field inference completed with 2 warnings\n", "[2025-10-03 13:27:33,829] [INFO ] Using DE run 0: comparing Young to Old\n", "[2025-10-03 13:27:33,851] [INFO ] Using data columns from var - lfc: 'kompot_de_Young_to_Old_mean_lfc', score: 'kompot_de_Young_to_Old_mahalanobis'\n", "[2025-10-03 13:27:33,857] [INFO ] Highlighting 139 genes marked as DE (77 up, 62 down)\n", "[2025-10-03 13:27:33,872] [INFO ] Labeling top 10 genes by score\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the first comparison (Young vs Old)\n", "kompot.plot.volcano_de(adata, run_id=0, title=\"Young vs Old\")" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2025-10-03T20:27:34.234365Z", "iopub.status.busy": "2025-10-03T20:27:34.234098Z", "iopub.status.idle": "2025-10-03T20:27:34.666439Z", "shell.execute_reply": "2025-10-03T20:27:34.665917Z", "shell.execute_reply.started": "2025-10-03T20:27:34.234347Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2025-10-03 13:27:34,235] [INFO ] Found DE run info for run_id=1\n", "[2025-10-03 13:27:34,236] [INFO ] Found mean_lfc_key='kompot_de_Young_to_Mid_mean_lfc' from run info\n", "[2025-10-03 13:27:34,236] [INFO ] Found mahalanobis_key='kompot_de_Young_to_Mid_mahalanobis' from run info\n", "[2025-10-03 13:27:34,237] [INFO ] Successfully inferred fields: {'mean_lfc_key': 'kompot_de_Young_to_Mid_mean_lfc', 'mahalanobis_key': 'kompot_de_Young_to_Mid_mahalanobis'}\n", "[2025-10-03 13:27:34,238] [INFO ] Using DE run 1: comparing Young to Mid\n", "[2025-10-03 13:27:34,256] [INFO ] Using data columns from var - lfc: 'kompot_de_Young_to_Mid_mean_lfc', score: 'kompot_de_Young_to_Mid_mahalanobis'\n", "[2025-10-03 13:27:34,258] [INFO ] No genes marked as DE found - falling back to top genes highlighting\n", "[2025-10-03 13:27:34,260] [INFO ] Highlighting top 10 genes by kompot_de_Young_to_Mid_mahalanobis as fallback\n", "[2025-10-03 13:27:34,276] [INFO ] Labeling top 10 genes by score\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the second comparison (Young vs Mid)\n", "kompot.plot.volcano_de(adata, run_id=1, title=\"Young vs Mid\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can also use negative indexing (`run_id=-1` for the most recent run).\n", "\n", "### Inspecting Run Metadata\n", "\n", "The [RunInfo](https://kompot.readthedocs.io/en/latest/anndata.html#kompot.anndata.utils.RunInfo) utility provides detailed information about each analysis. Here we inspect the first run to see that some data has been overwritten by the most recent one:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2025-10-04T04:13:57.721075Z", "iopub.status.busy": "2025-10-04T04:13:57.720468Z", "iopub.status.idle": "2025-10-04T04:13:58.762521Z", "shell.execute_reply": "2025-10-04T04:13:58.761613Z", "shell.execute_reply.started": "2025-10-04T04:13:57.721035Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", "

Run 0 (DE Analysis)

Run Summary
Analysis: DE  |  Run ID: 0  |  Timestamp: 2025-10-03T21:11:48.731385  |  Conditions: Young to OldFields Overwritten: 2
ParameterValue
conditionsYoung to Old
obsm_keyDM_EigenVectors
uses_sample_varianceFalse
layerlogged_counts
timestamp2025-10-03T21:11:48.731385
Fields Created9
All Parameters
ParameterValue
auto_filteredFalse
batch_size0
compute_mahalanobisTrue
condition1Young
condition2Old
copyFalse
eps1e-08
fdr_threshold0.05
groupbyAge
inplaceTrue
jit_compileFalse
landmarksFalse
layerlogged_counts
ls_factor10.0
max_memory_ratio0.8
min_cells2
n_landmarks5000
null_genes4000
null_seed42
obsm_keyDM_EigenVectors
result_keykompot_de
sigma1
store_landmarksFalse
store_posterior_covarianceFalse
use_sample_varianceFalse
used_landmarksFalse
Environment
ParameterValue
hostnamegizmok39
pid11250
platformLinux-4.15.0-213-generic-x86_64-with-glibc2.27
python_version3.12.10
timestamp2025-10-03T21:11:48.731574
usernamedotto
Fields Created by This Run
Total Fields: 9  |  Present: 7  |  Missing: 0  |  Overwritten: 2
Field NameLocationDescriptionStatus
LAYERS Fields
kompot_de_Old_imputedlayers[imputed] Imputed expression for OldPresent
kompot_de_Young_imputedlayers[imputed] Imputed expression for YoungOverwritten by Run 1
kompot_de_Young_to_Old_fold_changelayers[fold_change] Log fold change for each cell and genePresent
OBS Fields
kompot_de_Old_stdobs[std] Posterior standard deviation of imputed expression for Old (same for all genes)Present
kompot_de_Young_stdobs[std] Posterior standard deviation of imputed expression for Young (same for all genes)Overwritten by Run 1
VAR Fields
kompot_de_Young_to_Old_is_devar[is_de] Boolean indicator of differential expression at local FDR < 0.05Present
kompot_de_Young_to_Old_mahalanobisvar[mahalanobis] Mahalanobis distancesPresent
kompot_de_Young_to_Old_mahalanobis_local_fdrvar[mahalanobis_local_fdr] Local FDR values using empirical null estimation similar to R's fdrtoolPresent
kompot_de_Young_to_Old_mean_lfcvar[mean_log_fold_change] Mean log fold change valuesPresent
" ], "text/plain": [ "RunInfo(analysis_type=de, run_id=0, timestamp=2025-10-03T21:11:48.731385)" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "run_info = kompot.RunInfo(adata, run_id=0, analysis_type=\"de\")\n", "run_info" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Comparing Runs\n", "\n", "Compare parameters between two runs:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2025-10-04T04:13:58.764217Z", "iopub.status.busy": "2025-10-04T04:13:58.763802Z", "iopub.status.idle": "2025-10-04T04:13:58.805717Z", "shell.execute_reply": "2025-10-04T04:13:58.805132Z", "shell.execute_reply.started": "2025-10-04T04:13:58.764188Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", "

Comparison of Run 0 and Run 1

Summary
Analysis Type: DE  |  Run 0: unknown (2025-10-03T21:11:48.731385)  |  Run 1: unknown (2025-10-03T21:12:39.156717)
Parameters: 2 different, 35 sameFields: 14 different, 2 same
AspectRun Details
Run 0Run 1
conditionsYoung to OldYoung to Mid
result_keykompot_dekompot_de
uses_sample_varianceFalseFalse
timestamp2025-10-03T21:11:48.7313852025-10-03T21:12:39.156717
Field Count99
Parameter Differences
Total Parameters: 37  |  Different: 2  |  Only in Run 0: 0  |  Only in Run 1: 0
Different Conditions
Key Parameter Differences
ParameterRun 0Run 1
condition2OldMid
All Parameter Differences
ParameterRun 0Run 1
Different Parameters
null_genes40002000
35 parameters are the same in both runs
Field Differences
Fields in both runs: 2  |  Only in Run 0: 7  |  Only in Run 1: 7
Field NameLocationStatusLast Modified By
LAYERS Shared Fields
kompot_de_Young_imputedlayersCurrent value from Run 1Run 1
OBS Shared Fields
kompot_de_Young_stdobsCurrent value from Run 1Run 1
LAYERS Different Fields
kompot_de_Old_imputedlayersOnly in Run 0Run 0
kompot_de_Young_to_Old_fold_changelayersOnly in Run 0Run 0
kompot_de_Mid_imputedlayersOnly in Run 1Run 1
kompot_de_Young_to_Mid_fold_changelayersOnly in Run 1Run 1
OBS Different Fields
kompot_de_Old_stdobsOnly in Run 0Run 0
kompot_de_Mid_stdobsOnly in Run 1Run 1
VAR Different Fields
kompot_de_Young_to_Old_is_devarOnly in Run 0Run 0
kompot_de_Young_to_Old_mahalanobisvarOnly in Run 0Run 0
kompot_de_Young_to_Old_mahalanobis_local_fdrvarOnly in Run 0Run 0
kompot_de_Young_to_Old_mean_lfcvarOnly in Run 0Run 0
kompot_de_Young_to_Mid_is_devarOnly in Run 1Run 1
kompot_de_Young_to_Mid_mahalanobisvarOnly in Run 1Run 1
kompot_de_Young_to_Mid_mahalanobis_local_fdrvarOnly in Run 1Run 1
kompot_de_Young_to_Mid_mean_lfcvarOnly in Run 1Run 1
Note on shared fields: When both runs define the same field, the last run to write to the field overwrites the previous value. The 'Last Modified By' column shows which run's value is currently stored.
" ], "text/plain": [ "RunComparison(run1=0, run2=1, same_fields=2, different_params=2)" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "kompot.RunInfo(adata, run_id=0, analysis_type=\"de\").compare_with(1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Resource Planning\n", "\n", "For large datasets, use [dry_run_differential_expression](https://kompot.readthedocs.io/en/latest/anndata.html#kompot.dry_run_differential_expression) to estimate resource requirements before running the full analysis:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "execution": { "iopub.execute_input": "2025-10-03T22:01:48.412602Z", "iopub.status.busy": "2025-10-03T22:01:48.411704Z", "iopub.status.idle": "2025-10-03T22:01:49.063229Z", "shell.execute_reply": "2025-10-03T22:01:49.062545Z", "shell.execute_reply.started": "2025-10-03T22:01:48.412559Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "================================================================================\n", "RESOURCE USAGE PLAN\n", "================================================================================\n", "\n", "System Resources:\n", " Memory: 382.86 GB available (of 754.59 GB total)\n", " Disk: 37.83 GB available at /tmp\n", "\n", "Total Requirements:\n", " Memory: 4.19 GB (1% of available)\n", "\n", "Memory Allocations:\n", " • Mellon precision matrix L (condition 1, 2,917/3,116 cells) (2917, 2917): 64.92 MB\n", " • Mellon precision matrix L (condition 2, 2,917/3,116 cells) (3116, 3116): 74.08 MB\n", " • Imputed expression (condition 1) (8090, 18285): 1.10 GB → adata.layers['kompot_de_Young_imputed']\n", " • Imputed expression (condition 2) (8090, 18285): 1.10 GB → adata.layers['kompot_de_Old_imputed']\n", " • Fold change (8090, 18285): 1.10 GB → adata.layers['kompot_de_Young_to_Old_fold_change']\n", " • Function predictor covariances (per condition) (5000, 5000): 381.47 MB\n", " • Combined covariance matrix (5000, 5000): 190.73 MB\n", " • Cholesky decomposition (for Mahalanobis) (5000, 5000): 190.73 MB\n", " • Mahalanobis batch processing (batch_size=100) (100, 5000): 3.81 MB\n", "\n", "Output Fields:\n", " adata.layers:\n", " - kompot_de_Young_imputed\n", " - kompot_de_Old_imputed\n", " - kompot_de_Young_to_Old_fold_change\n", " adata.var:\n", " - kompot_de_Young_to_Old_mahalanobis [OVERWRITES run_id=0]\n", " - kompot_de_Young_to_Old_mean_lfc [OVERWRITES run_id=0]\n", " - kompot_de_Young_to_Old_mahalanobis_local_fdr\n", " - kompot_de_Young_to_Old_is_de\n", "\n", "Info:\n", " ℹ Null distribution will use 2000 additional genes (total: 18285 genes processed)\n", " ℹ Mahalanobis computation processes 100 genes per batch. Reduce batch_size to lower peak memory (currently 3.81 MB for batch arrays).\n", "\n", "Warnings:\n", " ⚠ Results with result_key='kompot_de' already exist (run_id=1). Previous run: 2025-10-03T14:50:36.145559 comparing Young to Mid (null_genes=2000). Fields that will be overwritten: var.kompot_de_Young_to_Old_mahalanobis, var.kompot_de_Young_to_Old_mean_lfc, obs.kompot_de_Young_std, obs.kompot_de_Old_std\n", "\n", "================================================================================\n", "STATUS: ⚠ FEASIBLE WITH WARNINGS - Proceed with caution\n", "================================================================================\n" ] } ], "source": [ "plan = kompot.dry_run_differential_expression(\n", " adata,\n", " groupby=GROUPING_COLUMN,\n", " condition1=\"Young\",\n", " condition2=\"Old\",\n", " layer=LAYER_FOR_EXPRESSION,\n", " obsm_key=DIMENSIONALITY_REDUCTION,\n", " null_genes=2000,\n", " verbose=True,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The report shows:\n", "- Available system memory and disk space\n", "- Estimated memory requirements for each computation step\n", "- Which fields will be created or overwritten (with `run_id`)\n", "- Whether the analysis is feasible\n", "\n", "This is especially useful for testing different parameter combinations (e.g., with/without sample variance) before committing to a long computation." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Saving Results\n", "\n", "### Selective Cleanup\n", "\n", "Remove imputed expression layers while preserving statistical results:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "execution": { "iopub.execute_input": "2025-10-03T20:27:34.726718Z", "iopub.status.busy": "2025-10-03T20:27:34.726504Z", "iopub.status.idle": "2025-10-03T20:27:34.776314Z", "shell.execute_reply": "2025-10-03T20:27:34.775466Z", "shell.execute_reply.started": "2025-10-03T20:27:34.726697Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2025-10-03 13:27:34,746] [INFO ] Cleaning up all 2 run(s)\n", "[2025-10-03 13:27:34,760] [INFO ] Cleaned up 3 field(s) from run 0:\n", "[2025-10-03 13:27:34,761] [INFO ] layers (3 field(s)):\n", "[2025-10-03 13:27:34,761] [INFO ] - kompot_de_Young_imputed\n", "[2025-10-03 13:27:34,762] [INFO ] - kompot_de_Old_imputed\n", "[2025-10-03 13:27:34,762] [INFO ] - kompot_de_Young_to_Old_fold_change\n", "[2025-10-03 13:27:34,770] [INFO ] Cleaned up 2 field(s) from run 1:\n", "[2025-10-03 13:27:34,771] [INFO ] layers (2 field(s)):\n", "[2025-10-03 13:27:34,771] [INFO ] - kompot_de_Mid_imputed\n", "[2025-10-03 13:27:34,772] [INFO ] - kompot_de_Young_to_Mid_fold_change\n", "[2025-10-03 13:27:34,772] [INFO ] Total: Cleaned up 5 field(s) across 2 run(s)\n" ] } ], "source": [ "# This keeps adata.var statistics but removes large adata.layers\n", "kompot.cleanup(adata)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To clean up specific runs only:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "execution": { "iopub.execute_input": "2025-10-03T20:28:06.695547Z", "iopub.status.busy": "2025-10-03T20:28:06.694972Z", "iopub.status.idle": "2025-10-03T20:28:06.702794Z", "shell.execute_reply": "2025-10-03T20:28:06.701909Z", "shell.execute_reply.started": "2025-10-03T20:28:06.695507Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2025-10-03 13:28:06,698] [INFO ] No fields deleted.\n" ] } ], "source": [ "# Clean up only the first run\n", "kompot.cleanup(adata, run_ids=0, analysis_type=\"de\")" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "execution": { "iopub.execute_input": "2025-10-03T20:28:06.704995Z", "iopub.status.busy": "2025-10-03T20:28:06.704193Z", "iopub.status.idle": "2025-10-03T20:28:22.757514Z", "shell.execute_reply": "2025-10-03T20:28:22.756985Z", "shell.execute_reply.started": "2025-10-03T20:28:06.704957Z" } }, "outputs": [], "source": [ "adata.write_h5ad(\"../data/murine_bone_marrow_aging_processed.h5ad\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Summary\n", "\n", "This tutorial covered:\n", "\n", "✓ Customizing DE parameters (`null_genes`, `sigma`, `batch_size`) \n", "✓ Advanced volcano plot options \n", "✓ Expression visualization techniques \n", "✓ Heatmap customization \n", "✓ Managing multiple comparisons with `run_id` \n", "✓ Resource planning with dry runs \n", "\n", "### Next Steps\n", "\n", "- **Tutorial 3**: [Sample Variance Analysis](./03_sample_variance.ipynb) - Account for biological replicates\n", "- **API Documentation**: [kompot.readthedocs.io](https://kompot.readthedocs.io)" ] } ], "metadata": { "kernelspec": { "display_name": "kompot_v1", "language": "python", "name": "kompot_v1" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.10" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }