{ "cells": [ { "cell_type": "markdown", "id": "584e4944", "metadata": {}, "source": [ "## **Tutorial 3: Data integration Using scgen**" ] }, { "cell_type": "markdown", "id": "50bb284b", "metadata": {}, "source": [ "### Import Packages and load datasets" ] }, { "cell_type": "code", "execution_count": 1, "id": "00ef7a48", "metadata": {}, "outputs": [], "source": [ "import os\n", "import sys\n", "\n", "from warnings import filterwarnings" ] }, { "cell_type": "code", "execution_count": 2, "id": "a7b5bbc2", "metadata": {}, "outputs": [], "source": [ "sys.path.append(os.getcwd())\n", "filterwarnings(\"ignore\")" ] }, { "cell_type": "code", "execution_count": 3, "id": "2fc0907a", "metadata": {}, "outputs": [], "source": [ "import stereoAlign\n", "import scanpy as sc\n", "import numpy as np\n", "from anndata import AnnData" ] }, { "cell_type": "code", "execution_count": 4, "id": "975dbbb2", "metadata": { "scrolled": true }, "outputs": [], "source": [ "dataset = AnnData.concatenate(*[sc.read_h5ad(os.path.join(\"demo_data\", f)) for f in sorted(os.listdir(\"demo_data/\"))])" ] }, { "cell_type": "markdown", "id": "b36cf633", "metadata": {}, "source": [ "### Preprocessing datasets" ] }, { "cell_type": "code", "execution_count": 5, "id": "36eeb354", "metadata": { "scrolled": true }, "outputs": [], "source": [ "stereoAlign.pp.summarize_counts(dataset)" ] }, { "cell_type": "code", "execution_count": 6, "id": "34eeebdd", "metadata": {}, "outputs": [], "source": [ "stereoAlign.pp.norma_log(dataset)" ] }, { "cell_type": "markdown", "id": "578433e5", "metadata": {}, "source": [ "### Optional: \n", "Scaling counts to a mean of 0 and standard deviation of 1 using ``scanpy.pp.scale`` for each batch separately. It is possible to effectively alleviate the impact of minor batch effects." ] }, { "cell_type": "code", "execution_count": 7, "id": "59346457", "metadata": {}, "outputs": [], "source": [ "dataset = stereoAlign.pp.scale_batch(dataset, batch=\"batch\")" ] }, { "cell_type": "markdown", "id": "74d3c084", "metadata": {}, "source": [ "### Visualization original dataset \n", "Before proceeding with the integration process, it is essential to visualize the original dataset in its unadulterated form. This visualization serves as a valuable reference point for understanding the inherent characteristics and structure of the data." ] }, { "cell_type": "code", "execution_count": 8, "id": "b90eec7c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PCA\n", "Nearest Neigbours\n", "UMAP\n" ] } ], "source": [ "stereoAlign.pp.reduce_data(dataset, pca=True, pca_comps=100, neighbors=True, use_rep=\"X_pca\", umap=True)" ] }, { "cell_type": "code", "execution_count": 9, "id": "e2be46c5", "metadata": {}, "outputs": [], "source": [ "sc.tl.leiden(dataset)" ] }, { "cell_type": "code", "execution_count": 10, "id": "3ceaa5d9", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.umap(dataset, color=[\"batch\", \"leiden\", \"celltype\"])" ] }, { "cell_type": "markdown", "id": "47e12e7b", "metadata": {}, "source": [ "### Calculation metric score using original datasets" ] }, { "cell_type": "code", "execution_count": 11, "id": "ec3cc5dc", "metadata": {}, "outputs": [], "source": [ "stat_mean, pvalue_mean, accept_rate = stereoAlign.metrics.kbet(\n", " dataset, \n", " key=\"batch\", \n", " use_rep=\"X_umap\", \n", " alpha=0.1,\n", " n_neighbors=15)" ] }, { "cell_type": "code", "execution_count": 12, "id": "4b488bbd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(17.322861939374246, 0.0798263433989164, 0.18820134658544405)" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stat_mean, pvalue_mean, accept_rate" ] }, { "cell_type": "code", "execution_count": 13, "id": "ccecde4c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.9899808657908593" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stereoAlign.metrics.graph_connectivity(dataset, label_key=\"celltype\")" ] }, { "cell_type": "code", "execution_count": 14, "id": "bf60004f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.586473137140274" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stereoAlign.metrics.silhouette(dataset, label_key=\"celltype\", embed=\"X_umap\")" ] }, { "cell_type": "markdown", "id": "9a5d69bc", "metadata": {}, "source": [ "### Using ``scgen`` to integration datasets " ] }, { "cell_type": "code", "execution_count": 15, "id": "6067ca68", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/zhangchao/anaconda3/envs/py38/lib/python3.8/site-packages/torchmetrics/utilities/imports.py:24: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.\n", " _PYTHON_LOWER_3_8 = LooseVersion(_PYTHON_VERSION) < LooseVersion(\"3.8\")\n", "/home/zhangchao/anaconda3/envs/py38/lib/python3.8/site-packages/torch/utils/tensorboard/__init__.py:6: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.\n", " if not hasattr(tensorboard, '__version__') or LooseVersion(tensorboard.__version__) < LooseVersion('1.15'):\n", "/home/zhangchao/anaconda3/envs/py38/lib/python3.8/site-packages/pytorch_lightning/__init__.py:38: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('pytorch_lightning')`.\n", "Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages\n", " __import__(\"pkg_resources\").declare_namespace(__name__)\n", "Global seed set to 0\n", "GPU available: True, used: True\n", "TPU available: False, using: 0 TPU cores\n", "IPU available: False, using: 0 IPUs\n", "HPU available: False, using: 0 HPUs\n", "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 43/200: 22%|█████████████████████████████████████████████████ | 43/200 [00:59<03:38, 1.39s/it, loss=9.05e+03, v_num=1]\n", "Monitored metric elbo_validation did not improve in the last 25 records. Best score: 18560.293. Signaling Trainer to stop.\n", "\u001b[34mINFO \u001b[0m Input AnnData not setup with scvi-tools. attempting to transfer AnnData setup \n" ] } ], "source": [ "scgen_dataset = dataset.copy()\n", "scgen_corrected = stereoAlign.alg.scgen_alignment(scgen_dataset, batch_key=\"batch\", cell_type=\"celltype\")" ] }, { "cell_type": "code", "execution_count": 16, "id": "b32c2fdc", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 3119 × 20341\n", " obs: 'celltype', 'batch', 'n_counts', 'log_counts', 'n_genes', 'leiden', '_scvi_batch', '_scvi_labels'\n", " uns: '_scvi_uuid', '_scvi_manager_uuid'\n", " obsm: 'latent', 'corrected_latent'" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "scgen_corrected" ] }, { "cell_type": "markdown", "id": "f069916d", "metadata": {}, "source": [ "### Visualization of integrated datasets" ] }, { "cell_type": "code", "execution_count": 17, "id": "7540a8e8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nearest Neigbours\n", "UMAP\n" ] } ], "source": [ "stereoAlign.pp.reduce_data(\n", " scgen_corrected, pca=False, pca_comps=100, neighbors=True, use_rep=\"corrected_latent\", umap=True)" ] }, { "cell_type": "code", "execution_count": 18, "id": "d8a4950d", "metadata": {}, "outputs": [], "source": [ "sc.tl.leiden(scgen_corrected)" ] }, { "cell_type": "code", "execution_count": 19, "id": "ad595aa9", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.umap(scgen_corrected, color=[\"batch\", \"leiden\", \"celltype\"])" ] }, { "cell_type": "markdown", "id": "55652c9e", "metadata": {}, "source": [ "### Calculation metirc score using integrated datasets by ``scgen`` \n", "In order to quantify the performance and efficacy of the integrated datasets using the powerful ``scgen``, we can calculate the metric score. \n", "This score serves as a reliable measure of the harmonious blending and seamless integration achieved through the amalgamation process." ] }, { "cell_type": "markdown", "id": "b6ddaca3", "metadata": {}, "source": [ "- Calculate the K-nearest neighbors Batch Effects Test (K-BET) metric of the data regarding a specific sample attribute and embedding. The K-BET metric measures if cells from different samples mix well in their local neighborhood. \n", " \n", " \n", "- Should the p-value surpass the predetermined alpha threshold, it is indicative that the data batch effect has indeed been successfully eradicated. This serves as a testament to the efficacy of the applied methodologies and techniques employed in the removal process. " ] }, { "cell_type": "code", "execution_count": 20, "id": "c2ae52cf", "metadata": {}, "outputs": [], "source": [ "stat_mean, pvalue_mean, accept_rate = stereoAlign.metrics.kbet(\n", " scgen_corrected, \n", " key=\"batch\", \n", " use_rep=\"X_umap\", \n", " alpha=0.05,\n", " n_neighbors=15)" ] }, { "cell_type": "code", "execution_count": 21, "id": "09f57456", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(8.770617830664426, 0.21016846007911097, 0.51651170246874)" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stat_mean, pvalue_mean, accept_rate" ] }, { "cell_type": "markdown", "id": "82b00175", "metadata": {}, "source": [ "- Calculate the Local inverse Simpson's Index (LISI) metric of the data regarding a specific sample attribute and embedding. The LISI metric measures if cells from different samples mix well in their local neighborhood. \n", " \n", " \n", "- The larger the ``ilisi_mean`` value, the better." ] }, { "cell_type": "code", "execution_count": 22, "id": "8a77f5ea", "metadata": {}, "outputs": [], "source": [ "ilisi_mean, lower, upper = stereoAlign.metrics.lisi(\n", " scgen_corrected, \n", " key=\"batch\", \n", " use_rep=\"X_umap\", \n", " n_neighbors=15)" ] }, { "cell_type": "code", "execution_count": 23, "id": "d0db0e69", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(2.0729667767712017, 2.051760463522227, 2.0941730900201763)" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ilisi_mean, lower, upper" ] }, { "cell_type": "markdown", "id": "d1a00be5", "metadata": {}, "source": [ "- The smaller the ``clisi_mean`` value, the better." ] }, { "cell_type": "code", "execution_count": 24, "id": "707cb270", "metadata": {}, "outputs": [], "source": [ "clisi_mean, lower, upper = stereoAlign.metrics.lisi(\n", " scgen_corrected, \n", " key=\"celltype\", \n", " use_rep=\"X_umap\", \n", " n_neighbors=15)" ] }, { "cell_type": "code", "execution_count": 25, "id": "1c776752", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(1.2174320270506576, 1.2052937441683194, 1.2295703099329958)" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "clisi_mean, lower, upper" ] }, { "cell_type": "markdown", "id": "b87df144", "metadata": {}, "source": [ "- Quantify the connectivity of the subgraph per cell type label." ] }, { "cell_type": "code", "execution_count": 26, "id": "f5ef5245", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.992148750162326" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stereoAlign.metrics.graph_connectivity(scgen_corrected, label_key=\"celltype\")" ] }, { "cell_type": "markdown", "id": "b75f790a", "metadata": {}, "source": [ "- Average silhouette width (ASW) \n", "\n", " The values range from [-1, 1] with\n", "\n", " * 1 indicates distinct, compact clusters\n", " * 0 indicates overlapping clusters\n", " * -1 indicates core-periphery (non-cluster) structure\n", "\n", " By default, the score is scaled between 0 and 1 (``scale=True``)." ] }, { "cell_type": "code", "execution_count": 27, "id": "2f9de7f3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.6196084395051003" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stereoAlign.metrics.silhouette(scgen_corrected, label_key=\"celltype\", embed=\"X_umap\")" ] }, { "cell_type": "markdown", "id": "a9afca63", "metadata": {}, "source": [ "- Modified average silhouette width (ASW) of batch\n", "\n", " This metric measures the silhouette of a given batch.\n", " It assumes that a silhouette width close to 0 represents perfect overlap of the batches, thus the absolute value of\n", " the silhouette width is used to measure how well batches are mixed." ] }, { "cell_type": "code", "execution_count": 28, "id": "9019b64b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "mean silhouette per group: silhouette_score\n", "group \n", "glomerular layer (GL) 0.774641\n", "granule cell layer (GCL) 0.939101\n", "mitral cell layer (MCL) 0.918451\n", "olfactory nerve layer (ONL) 0.897297\n", "rostral migratory stream (RMS) 0.731618\n" ] }, { "data": { "text/plain": [ "0.8522213947665455" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stereoAlign.metrics.silhouette_batch(\n", " scgen_corrected, batch_key=\"batch\", label_key=\"celltype\", embed=\"X_umap\")" ] }, { "cell_type": "code", "execution_count": null, "id": "b83de96e", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.12" } }, "nbformat": 4, "nbformat_minor": 5 }