{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Palantir Basic Tutorial" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Table of contents\n", " - [Introduction](##Introduction)\n", " - [Loading data](##Loading-data)\n", " - [Data Processing](##Data-Processing)\n", " - [Running Palantir](##Running-Palantir)\n", " - [Visualizing Palantir results](##Introduction)\n", " - [Gene expression trends](##Introduction)\n", " - [Clustering of gene expression trends](##Introduction)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Introduction" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Palantir is an algorithm to align cells along differentiation trajectories. Palantir models differentiation as a stochastic process where stem cells differentiate to terminally differentiated cells by a series of steps through a low dimensional phenotypic manifold. Palantir effectively captures the continuity in cell states and the stochasticity in cell fate determination. \n", "\n", "See our manuscript for more details." ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "## Imports" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:34.735085Z", "start_time": "2022-06-15T17:45:32.748529Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:43:36.749311Z", "iopub.status.busy": "2023-11-07T00:43:36.748777Z", "iopub.status.idle": "2023-11-07T00:43:44.437350Z", "shell.execute_reply": "2023-11-07T00:43:44.436365Z", "shell.execute_reply.started": "2023-11-07T00:43:36.749278Z" }, "tags": [] }, "outputs": [], "source": [ "import palantir\n", "import scanpy as sc\n", "import pandas as pd\n", "import os\n", "\n", "# Plotting\n", "import matplotlib\n", "import matplotlib.pyplot as plt\n", "\n", "# warnings\n", "import warnings\n", "from numba.core.errors import NumbaDeprecationWarning\n", "\n", "warnings.filterwarnings(action=\"ignore\", category=NumbaDeprecationWarning)\n", "warnings.filterwarnings(\n", " action=\"ignore\", module=\"scanpy\", message=\"No data for colormapping\"\n", ")\n", "\n", "# Inline plotting\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We recommend the use of scanpy Anndata objects as the preferred mode of loading and filtering data. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A sample RNA-seq csv data is available at . This sample data will be used to demonstrate the utilization and capabilities of the Palantir package. This dataset contains ~4k cells and ~16k genes and is pre-filtered. Check the scanpy introductory tutorial for filtering cells and genes. \n", "\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:34.854759Z", "start_time": "2022-06-15T17:45:34.737139Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:43:44.440337Z", "iopub.status.busy": "2023-11-07T00:43:44.439352Z", "iopub.status.idle": "2023-11-07T00:43:44.601584Z", "shell.execute_reply": "2023-11-07T00:43:44.600852Z", "shell.execute_reply.started": "2023-11-07T00:43:44.440302Z" }, "tags": [] }, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 4142 × 16106" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Load sample data\n", "data_dir = os.path.expanduser(\"./\")\n", "download_url = \"https://dp-lab-data-public.s3.amazonaws.com/palantir/marrow_sample_scseq_counts.h5ad\"\n", "file_path = os.path.join(data_dir, \"marrow_sample_scseq_counts.h5ad\")\n", "ad = sc.read(file_path, backup_url=download_url)\n", "ad" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "NOTE: Counts are assumed to the normalized. If you have already normalized the data, skip past the `Normalization` section" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Data processing" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Normalization" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Normalize the data for molecule count distribution using the `scanpy` interface" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:35.018205Z", "start_time": "2022-06-15T17:45:34.856894Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:43:44.602873Z", "iopub.status.busy": "2023-11-07T00:43:44.602528Z", "iopub.status.idle": "2023-11-07T00:43:44.728116Z", "shell.execute_reply": "2023-11-07T00:43:44.727055Z", "shell.execute_reply.started": "2023-11-07T00:43:44.602851Z" }, "tags": [] }, "outputs": [], "source": [ "sc.pp.normalize_per_cell(ad)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We recommend that the data be log transformed. Note that, some datasets show better signal in the linear scale while others show stronger signal in the log scale.\n", "\n", "The function below uses a `pseudocount` of 0.1 instead of 1." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:35.098276Z", "start_time": "2022-06-15T17:45:35.020719Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:43:44.729555Z", "iopub.status.busy": "2023-11-07T00:43:44.729153Z", "iopub.status.idle": "2023-11-07T00:43:44.761214Z", "shell.execute_reply": "2023-11-07T00:43:44.760235Z", "shell.execute_reply.started": "2023-11-07T00:43:44.729533Z" }, "tags": [] }, "outputs": [], "source": [ "palantir.preprocess.log_transform(ad)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Highly variable gene selection" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Highly variable gene selection can also be performed using the `scanpy` interface" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:36.297603Z", "start_time": "2022-06-15T17:45:35.614883Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:43:44.762283Z", "iopub.status.busy": "2023-11-07T00:43:44.762070Z", "iopub.status.idle": "2023-11-07T00:43:45.138555Z", "shell.execute_reply": "2023-11-07T00:43:45.137821Z", "shell.execute_reply.started": "2023-11-07T00:43:44.762265Z" }, "tags": [] }, "outputs": [], "source": [ "sc.pp.highly_variable_genes(ad, n_top_genes=1500, flavor=\"cell_ranger\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### PCA" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "PCA is the first step in data processing for Palantir. This representation is necessary to overcome the extensive dropouts that are pervasive in single cell RNA-seq data. \n", "\n", "Rather than use a fixed number of PCs, we recommend the use of components that explain 85% of the variance in the data after highly variable gene selection." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:36.694677Z", "start_time": "2022-06-15T17:45:36.299597Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:43:45.139455Z", "iopub.status.busy": "2023-11-07T00:43:45.139281Z", "iopub.status.idle": "2023-11-07T00:43:45.461286Z", "shell.execute_reply": "2023-11-07T00:43:45.460319Z", "shell.execute_reply.started": "2023-11-07T00:43:45.139441Z" }, "tags": [] }, "outputs": [], "source": [ "# Note in the manuscript, we did not use highly variable genes but scanpy by default uses only highly variable genes\n", "sc.pp.pca(ad)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:36.701107Z", "start_time": "2022-06-15T17:45:36.697194Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:43:45.463312Z", "iopub.status.busy": "2023-11-07T00:43:45.463001Z", "iopub.status.idle": "2023-11-07T00:43:45.468680Z", "shell.execute_reply": "2023-11-07T00:43:45.467554Z", "shell.execute_reply.started": "2023-11-07T00:43:45.463295Z" }, "tags": [] }, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 4142 × 16106\n", " obs: 'n_counts'\n", " var: 'highly_variable', 'means', 'dispersions', 'dispersions_norm'\n", " uns: 'hvg', 'pca'\n", " obsm: 'X_pca'\n", " varm: 'PCs'" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ad" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Diffusion maps" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Palantir next determines the diffusion maps of the data as an estimate of the low dimensional phenotypic manifold of the data." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:43.083093Z", "start_time": "2022-06-15T17:45:37.041390Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:43:45.470863Z", "iopub.status.busy": "2023-11-07T00:43:45.470133Z", "iopub.status.idle": "2023-11-07T00:44:57.062600Z", "shell.execute_reply": "2023-11-07T00:44:57.061672Z", "shell.execute_reply.started": "2023-11-07T00:43:45.470823Z" }, "tags": [] }, "outputs": [], "source": [ "# Run diffusion maps\n", "dm_res = palantir.utils.run_diffusion_maps(ad, n_components=5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The low dimensional embeddeing of the data is estimated based on the eigen gap using the following function" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:43.089195Z", "start_time": "2022-06-15T17:45:43.085412Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:44:57.063847Z", "iopub.status.busy": "2023-11-07T00:44:57.063525Z", "iopub.status.idle": "2023-11-07T00:44:57.067853Z", "shell.execute_reply": "2023-11-07T00:44:57.067190Z", "shell.execute_reply.started": "2023-11-07T00:44:57.063832Z" }, "tags": [] }, "outputs": [], "source": [ "ms_data = palantir.utils.determine_multiscale_space(ad)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you are specifying the number of eigen vectors manually in the above step, please ensure that the specified parameter is > 2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Visualization" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the manuscript, we used tSNE projection using diffusion components to visualize the data. We now recommend the use of force-directed layouts for visualization of trajectories. Force-directed layouts can be computed by the same adaptive kernel used for determining diffusion maps.\n", "\n", "`scanpy` can be used to compute force directed layouts. We recommened the use of the diffusion kernel (see below) for computing force directed layouts\n", "`Force Atlas` package should be installed for this analysis and can be installed using `conda install -c conda-forge fa2`. Note that fa2 is not supported by python3.9\n", "\n", "UMAPs are a good alternative to visualize trajectories in addition to force directed layouts." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:49.242486Z", "start_time": "2022-06-15T17:45:43.091291Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:44:57.068877Z", "iopub.status.busy": "2023-11-07T00:44:57.068612Z", "iopub.status.idle": "2023-11-07T00:46:13.903275Z", "shell.execute_reply": "2023-11-07T00:46:13.902012Z", "shell.execute_reply.started": "2023-11-07T00:44:57.068861Z" }, "tags": [] }, "outputs": [], "source": [ "sc.pp.neighbors(ad)\n", "sc.tl.umap(ad)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:49.341634Z", "start_time": "2022-06-15T17:45:49.246116Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:46:13.904867Z", "iopub.status.busy": "2023-11-07T00:46:13.904495Z", "iopub.status.idle": "2023-11-07T00:46:13.984173Z", "shell.execute_reply": "2023-11-07T00:46:13.983323Z", "shell.execute_reply.started": "2023-11-07T00:46:13.904850Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Use scanpy functions to visualize umaps or FDL\n", "sc.pl.embedding(\n", " ad,\n", " basis=\"umap\",\n", " frameon=False,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### MAGIC imputation " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "MAGIC is an imputation technique developed in the Pe'er lab for single cell data imputation. Palantir uses MAGIC to impute the data for visualization and determining gene expression trends." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:53.683507Z", "start_time": "2022-06-15T17:45:49.343748Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:46:13.985442Z", "iopub.status.busy": "2023-11-07T00:46:13.985113Z", "iopub.status.idle": "2023-11-07T00:46:34.073105Z", "shell.execute_reply": "2023-11-07T00:46:34.072263Z", "shell.execute_reply.started": "2023-11-07T00:46:13.985424Z" }, "tags": [] }, "outputs": [], "source": [ "imputed_X = palantir.utils.run_magic_imputation(ad)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Gene expression can be visualized on umaps using the `scanpy` functions. The `genes` parameter is an string iterable of genes, which are a subset of the expression of column names. The below function plots the expression of HSC gene `CD34`, myeloid gene `MPO` and erythroid precursor gene `GATA1` and dendritic cell gene `IRF8`. " ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:54.114559Z", "start_time": "2022-06-15T17:45:53.685330Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:46:34.074514Z", "iopub.status.busy": "2023-11-07T00:46:34.074195Z", "iopub.status.idle": "2023-11-07T00:46:34.478160Z", "shell.execute_reply": "2023-11-07T00:46:34.477414Z", "shell.execute_reply.started": "2023-11-07T00:46:34.074493Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.embedding(\n", " ad,\n", " basis=\"umap\",\n", " layer=\"MAGIC_imputed_data\",\n", " color=[\"CD34\", \"MPO\", \"GATA1\", \"IRF8\"],\n", " frameon=False,\n", ")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Diffusion maps visualization" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The computed diffusion components can be visualized with the following snippet." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:54.339830Z", "start_time": "2022-06-15T17:45:54.120703Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:46:34.479327Z", "iopub.status.busy": "2023-11-07T00:46:34.479019Z", "iopub.status.idle": "2023-11-07T00:46:34.676564Z", "shell.execute_reply": "2023-11-07T00:46:34.675919Z", "shell.execute_reply.started": "2023-11-07T00:46:34.479308Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.plot_diffusion_components(ad)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Running Palantir" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Palantir can be run by specifying an approxiate early cell. \n", "\n", "Palantir can automatically determine the terminal states as well. In this dataset, we know the terminal states and we will set them using the ```terminal_states``` parameter\n", "\n", "The start cell for this dataset was chosen based on high expression of CD34." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:45:54.344799Z", "start_time": "2022-06-15T17:45:54.341771Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:46:34.677565Z", "iopub.status.busy": "2023-11-07T00:46:34.677294Z", "iopub.status.idle": "2023-11-07T00:46:34.681743Z", "shell.execute_reply": "2023-11-07T00:46:34.680999Z", "shell.execute_reply.started": "2023-11-07T00:46:34.677550Z" }, "tags": [] }, "outputs": [], "source": [ "terminal_states = pd.Series(\n", " [\"DC\", \"Mono\", \"Ery\"],\n", " index=[\"Run5_131097901611291\", \"Run5_134936662236454\", \"Run4_200562869397916\"],\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The cells can be highlighted on the UMAP map using the `highlight_cells_on_umap` function" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:46:54.740769Z", "start_time": "2022-06-15T17:46:54.672732Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:46:34.682738Z", "iopub.status.busy": "2023-11-07T00:46:34.682496Z", "iopub.status.idle": "2023-11-07T00:46:34.761935Z", "shell.execute_reply": "2023-11-07T00:46:34.761276Z", "shell.execute_reply.started": "2023-11-07T00:46:34.682724Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.highlight_cells_on_umap(ad, terminal_states)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:46:04.989686Z", "start_time": "2022-06-15T17:45:54.348343Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:46:34.762891Z", "iopub.status.busy": "2023-11-07T00:46:34.762609Z", "iopub.status.idle": "2023-11-07T00:46:53.909510Z", "shell.execute_reply": "2023-11-07T00:46:53.908642Z", "shell.execute_reply.started": "2023-11-07T00:46:34.762876Z" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Sampling and flocking waypoints...\n", "Time for determining waypoints: 0.0031444350878397625 minutes\n", "Determining pseudotime...\n", "Shortest path distances using 30-nearest neighbor graph...\n", "Time for shortest paths: 0.28909076054890953 minutes\n", "Iteratively refining the pseudotime...\n", "Correlation at iteration 1: 0.9999\n", "Entropy and branch probabilities...\n", "Markov chain construction...\n", "Computing fundamental matrix and absorption probabilities...\n", "Project results to all cells...\n" ] } ], "source": [ "start_cell = \"Run5_164698952452459\"\n", "pr_res = palantir.core.run_palantir(\n", " ad, start_cell, num_waypoints=500, terminal_states=terminal_states\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Palantir generates the following results \n", "1. Pseudotime: Pseudo time ordering of each cell\n", "2. Terminal state probabilities: Matrix of cells X terminal states. Each entry represents the probability of the corresponding cell reaching the respective terminal state\n", "3. Entropy: A quantiative measure of the differentiation potential of each cell computed as the entropy of the multinomial terminal state probabilities" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualizing Palantir results" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Palantir results can be visualized on the tSNE or UMAP using the `plot_palantir_results` function" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:46:05.545452Z", "start_time": "2022-06-15T17:46:04.998408Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:46:53.910961Z", "iopub.status.busy": "2023-11-07T00:46:53.910614Z", "iopub.status.idle": "2023-11-07T00:46:54.652231Z", "shell.execute_reply": "2023-11-07T00:46:54.651223Z", "shell.execute_reply.started": "2023-11-07T00:46:53.910939Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.plot_palantir_results(ad, s=3)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Terminal state probability distributions of individual cells can be visualized using the `plot_terminal_state_probs` function" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:46:53.026133Z", "start_time": "2022-06-15T17:46:52.866419Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:46:54.653254Z", "iopub.status.busy": "2023-11-07T00:46:54.653086Z", "iopub.status.idle": "2023-11-07T00:46:54.851712Z", "shell.execute_reply": "2023-11-07T00:46:54.850989Z", "shell.execute_reply.started": "2023-11-07T00:46:54.653241Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cells = [\n", " \"Run5_164698952452459\",\n", " \"Run5_170327461775790\",\n", " \"Run4_121896095574750\",\n", "]\n", "palantir.plot.plot_terminal_state_probs(ad, cells)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:46:54.740769Z", "start_time": "2022-06-15T17:46:54.672732Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:46:54.852820Z", "iopub.status.busy": "2023-11-07T00:46:54.852617Z", "iopub.status.idle": "2023-11-07T00:46:54.920017Z", "shell.execute_reply": "2023-11-07T00:46:54.919385Z", "shell.execute_reply.started": "2023-11-07T00:46:54.852802Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.highlight_cells_on_umap(ad, cells)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Gene expression trends\n", "\n", "Gene expression trends over pseudotime provide insights into the dynamic behavior of genes during cellular development or progression. By examining these trends, we can uncover the timing of gene expression changes and identify pivotal regulators of cellular states. Palantir provides tools for computing these gene expression trends.\n", "\n", "Here, we'll outline the steps to compute gene trends over pseudotime using Palantir.\n", "\n", "**Selecting cells of a specific trend**\n", "\n", "Before computing the gene expression trends, we first need to select cells associated with a specific branch of the pseudotime trajectory. We accomplish this by using the `select_branch_cells` function. The parameter `q` is used to control the selection's stringency. " ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "execution": { "iopub.execute_input": "2023-11-07T00:46:54.921133Z", "iopub.status.busy": "2023-11-07T00:46:54.920851Z", "iopub.status.idle": "2023-11-07T00:46:55.014861Z", "shell.execute_reply": "2023-11-07T00:46:55.013676Z", "shell.execute_reply.started": "2023-11-07T00:46:54.921114Z" }, "tags": [] }, "outputs": [], "source": [ "masks = palantir.presults.select_branch_cells(ad, eps=0)" ] }, { "cell_type": "markdown", "metadata": { "execution": { "iopub.execute_input": "2023-06-20T17:40:30.290173Z", "iopub.status.busy": "2023-06-20T17:40:30.289527Z", "iopub.status.idle": "2023-06-20T17:40:30.301699Z", "shell.execute_reply": "2023-06-20T17:40:30.300546Z", "shell.execute_reply.started": "2023-06-20T17:40:30.290121Z" }, "tags": [] }, "source": [ "**Visualizing the branch selection**\n", "\n", "Once the cells are selected, it's often helpful to visualize the selection on the pseudotime trajectory to ensure we've isolated the correct cells for our specific trend. We can do this using the `plot_branch_selection` function:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "execution": { "iopub.execute_input": "2023-11-07T00:46:55.018327Z", "iopub.status.busy": "2023-11-07T00:46:55.018016Z", "iopub.status.idle": "2023-11-07T00:46:55.912194Z", "shell.execute_reply": "2023-11-07T00:46:55.911254Z", "shell.execute_reply.started": "2023-11-07T00:46:55.018309Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.plot_branch_selection(ad)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To visualize a trajectory on the UMAP, we interpolate the UMAP coordinates of cells specific to each branch across pseudotime, enabling us to draw a continuous path." ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "execution": { "iopub.execute_input": "2023-11-07T00:46:55.916505Z", "iopub.status.busy": "2023-11-07T00:46:55.916205Z", "iopub.status.idle": "2023-11-07T00:46:57.900130Z", "shell.execute_reply": "2023-11-07T00:46:57.899356Z", "shell.execute_reply.started": "2023-11-07T00:46:55.916476Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2023-11-06 16:46:55,965] [INFO ] Using sparse Gaussian Process since n_landmarks (50) < n_samples (885) and rank = 1.0.\n", "[2023-11-06 16:46:55,966] [INFO ] Using covariance function Matern52(ls=1.0905251502990723).\n", "[2023-11-06 16:46:56,002] [INFO ] Computing 50 landmarks with k-means clustering.\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.plot_trajectory(ad, \"Ery\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can customize the plot to visualize additional information." ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "execution": { "iopub.execute_input": "2023-11-07T00:46:57.901378Z", "iopub.status.busy": "2023-11-07T00:46:57.901051Z", "iopub.status.idle": "2023-11-07T00:46:58.478360Z", "shell.execute_reply": "2023-11-07T00:46:58.477607Z", "shell.execute_reply.started": "2023-11-07T00:46:57.901358Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[2023-11-06 16:46:57,919] [INFO ] Using sparse Gaussian Process since n_landmarks (50) < n_samples (866) and rank = 1.0.\n", "[2023-11-06 16:46:57,920] [INFO ] Using covariance function Matern52(ls=1.0905251502990723).\n", "[2023-11-06 16:46:57,941] [INFO ] Computing 50 landmarks with k-means clustering.\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.plot_trajectory(\n", " ad,\n", " \"DC\",\n", " cell_color=\"palantir_entropy\",\n", " n_arrows=10,\n", " color=\"red\",\n", " scanpy_kwargs=dict(cmap=\"viridis\"),\n", " arrowprops=dict(arrowstyle=\"-|>,head_length=.5,head_width=.5\"),\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Palantir uses Mellon Function Estimator to determine the gene expression trends along different lineages. The marker trends can be determined using the following snippet. This computes the trends for all lineages. A subset of lineages can be used using the `lineages` parameter.\n" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "execution": { "iopub.execute_input": "2023-11-07T00:46:58.479664Z", "iopub.status.busy": "2023-11-07T00:46:58.479339Z", "iopub.status.idle": "2023-11-07T00:47:01.738126Z", "shell.execute_reply": "2023-11-07T00:47:01.737232Z", "shell.execute_reply.started": "2023-11-07T00:46:58.479646Z" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Ery\n", "[2023-11-06 16:46:58,548] [INFO ] Using sparse Gaussian Process since n_landmarks (500) < n_samples (885) and rank = 1.0.\n", "[2023-11-06 16:46:58,549] [INFO ] Using covariance function Matern52(ls=1.0).\n", "DC\n", "[2023-11-06 16:47:00,085] [INFO ] Using sparse Gaussian Process since n_landmarks (500) < n_samples (866) and rank = 1.0.\n", "[2023-11-06 16:47:00,086] [INFO ] Using covariance function Matern52(ls=1.0).\n", "Mono\n", "[2023-11-06 16:47:00,900] [INFO ] Using sparse Gaussian Process since n_landmarks (500) < n_samples (1,563) and rank = 1.0.\n", "[2023-11-06 16:47:00,901] [INFO ] Using covariance function Matern52(ls=1.0).\n" ] } ], "source": [ "gene_trends = palantir.presults.compute_gene_trends(\n", " ad,\n", " expression_key=\"MAGIC_imputed_data\",\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The determined trends can be visualized with the `plot_gene_trends` function. A separate panel is generated for each gene" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:48:25.620365Z", "start_time": "2022-06-15T17:48:25.313746Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:47:01.739293Z", "iopub.status.busy": "2023-11-07T00:47:01.739083Z", "iopub.status.idle": "2023-11-07T00:47:02.127159Z", "shell.execute_reply": "2023-11-07T00:47:02.126308Z", "shell.execute_reply.started": "2023-11-07T00:47:01.739275Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "genes = [\"CD34\", \"MPO\", \"GATA1\", \"IRF8\"]\n", "palantir.plot.plot_gene_trends(ad, genes)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Alternatively, the trends can be visualized on a heatmap using" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:48:26.880721Z", "start_time": "2022-06-15T17:48:26.532780Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:47:02.128436Z", "iopub.status.busy": "2023-11-07T00:47:02.128092Z", "iopub.status.idle": "2023-11-07T00:47:02.476106Z", "shell.execute_reply": "2023-11-07T00:47:02.475376Z", "shell.execute_reply.started": "2023-11-07T00:47:02.128417Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.plot_gene_trend_heatmaps(ad, genes)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "

Clustering

" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Gene expression trends can be clustered and visualized using the following snippet. As an example, the first 1000 genes along the erythroid genes are clustered" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "execution": { "iopub.execute_input": "2023-11-07T00:47:02.477163Z", "iopub.status.busy": "2023-11-07T00:47:02.476949Z", "iopub.status.idle": "2023-11-07T00:47:04.290004Z", "shell.execute_reply": "2023-11-07T00:47:04.289107Z", "shell.execute_reply.started": "2023-11-07T00:47:02.477144Z" }, "tags": [] }, "outputs": [], "source": [ "more_genes = ad.var_names[:1000]\n", "communities = palantir.presults.cluster_gene_trends(ad, \"Ery\", more_genes)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "ExecuteTime": { "end_time": "2022-06-15T17:48:44.405541Z", "start_time": "2022-06-15T17:48:42.760045Z" }, "execution": { "iopub.execute_input": "2023-11-07T00:47:04.291303Z", "iopub.status.busy": "2023-11-07T00:47:04.290965Z", "iopub.status.idle": "2023-11-07T00:47:05.877630Z", "shell.execute_reply": "2023-11-07T00:47:05.876540Z", "shell.execute_reply.started": "2023-11-07T00:47:04.291287Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "palantir.plot.plot_gene_trend_clusters(ad, \"Ery\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Save results" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "execution": { "iopub.execute_input": "2023-11-07T00:47:05.879054Z", "iopub.status.busy": "2023-11-07T00:47:05.878690Z", "iopub.status.idle": "2023-11-07T00:47:12.145421Z", "shell.execute_reply": "2023-11-07T00:47:12.143865Z", "shell.execute_reply.started": "2023-11-07T00:47:05.879034Z" }, "tags": [] }, "outputs": [], "source": [ "file_path = os.path.join(data_dir, \"marrow_sample_scseq_processed.h5ad\")\n", "ad.write(file_path)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "hide_input": false, "kernelspec": { "display_name": "mellon_v2", "language": "python", "name": "mellon_v2" }, "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" }, "nav_menu": {}, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": { "height": "calc(100% - 180px)", "left": "10px", "top": "150px", "width": "263px" }, "toc_section_display": "block", "toc_window_display": true }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }