{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Celltype prediction\n", "***\n", "\n", " Celltype prediction can either be performed on indiviudal cells where each cell gets a predicted celltype label, or on the level of clusters. All methods are based on similarity to other datasets, single cell or sorted bulk RNAseq, or uses know marker genes for each celltype.\n", "\n", "We will select one sample from the Covid data, `ctrl_13` and predict celltype by cell on that sample.\n", "\n", "Some methods will predict a celltype to each cell based on what it is most similar to even if the celltype of that cell is not included in the reference. Other methods include an uncertainty so that cells with low similarity scores will be unclassified.\n", "There are multiple different methods to predict celltypes, here we will just cover a few of those. \n", "\n", "Here we will use a reference PBMC dataset that we get from scanpy datasets and classify celltypes based on two methods:\n", "\n", "* Using scanorama for integration just as in the integration lab, and then do label transfer based on closest neighbors.\n", "* Using ingest to project the data onto the reference data and transfer labels.\n", "\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:18.943856Z", "iopub.status.busy": "2023-01-26T13:46:18.943377Z", "iopub.status.idle": "2023-01-26T13:46:20.727163Z", "shell.execute_reply": "2023-01-26T13:46:20.726675Z" }, "scrolled": false }, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "import scanpy as sc\n", "import matplotlib.pyplot as plt\n", "\n", "sc.settings.verbosity = 2 # verbosity: errors (0), warnings (1), info (2), hints (3)\n", "#sc.logging.print_versions()\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:20.730092Z", "iopub.status.busy": "2023-01-26T13:46:20.729842Z", "iopub.status.idle": "2023-01-26T13:46:20.736466Z", "shell.execute_reply": "2023-01-26T13:46:20.736046Z" } }, "outputs": [], "source": [ "sc.settings.set_figure_params(dpi=80)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Read in the clustered data object." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:20.738950Z", "iopub.status.busy": "2023-01-26T13:46:20.738785Z", "iopub.status.idle": "2023-01-26T13:46:20.950719Z", "shell.execute_reply": "2023-01-26T13:46:20.950276Z" } }, "outputs": [], "source": [ "adata = sc.read_h5ad('./data/results/scanpy_clustered_covid.h5ad')\n", "adata.uns['log1p']['base']=None" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:20.953399Z", "iopub.status.busy": "2023-01-26T13:46:20.953242Z", "iopub.status.idle": "2023-01-26T13:46:20.955876Z", "shell.execute_reply": "2023-01-26T13:46:20.955463Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(5646, 3090)\n", "(5646, 18752)\n" ] } ], "source": [ "print(adata.shape)\n", "print(adata.raw.shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Subset for `ctrl_13` sample." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:20.984682Z", "iopub.status.busy": "2023-01-26T13:46:20.984512Z", "iopub.status.idle": "2023-01-26T13:46:21.000015Z", "shell.execute_reply": "2023-01-26T13:46:20.999618Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(1132, 3090)\n" ] } ], "source": [ "adata = adata[adata.obs[\"sample\"] == \"ctrl_13\",:]\n", "print(adata.shape)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:24.971915Z", "iopub.status.busy": "2023-01-26T13:46:24.971616Z", "iopub.status.idle": "2023-01-26T13:46:25.846065Z", "shell.execute_reply": "2023-01-26T13:46:25.845703Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/anndata/compat/_overloaded_dict.py:106: ImplicitModificationWarning: Trying to modify attribute `._uns` of view, initializing view as actual.\n", " self.data[key] = value\n", "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 300, "width": 327 } }, "output_type": "display_data" } ], "source": [ "sc.pl.umap(\n", " adata, color=[\"louvain_0.6\"], palette=sc.pl.palettes.default_20\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Reference data\n", "\n", "Load the reference data from `scanpy.datasets`. It is the annotated and processed pbmc3k dataset from 10x." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:25.848387Z", "iopub.status.busy": "2023-01-26T13:46:25.848237Z", "iopub.status.idle": "2023-01-26T13:46:26.065957Z", "shell.execute_reply": "2023-01-26T13:46:26.065587Z" } }, "outputs": [], "source": [ "\n", "adata_ref = sc.datasets.pbmc3k_processed() " ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:26.068124Z", "iopub.status.busy": "2023-01-26T13:46:26.067966Z", "iopub.status.idle": "2023-01-26T13:46:26.076909Z", "shell.execute_reply": "2023-01-26T13:46:26.076516Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(2638, 1838)\n" ] }, { "data": { "text/html": [ "
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n_genespercent_miton_countslouvainsample
index
AAACATACAACCAC-17810.0301782419.0CD4 T cellspbmc3k
AAACATTGAGCTAC-113520.0379364903.0B cellspbmc3k
AAACATTGATCAGC-111310.0088973147.0CD4 T cellspbmc3k
AAACCGTGCTTCCG-19600.0174312639.0CD14+ Monocytespbmc3k
AAACCGTGTATGCG-15220.012245980.0NK cellspbmc3k
..................
TTTCGAACTCTCAT-111550.0211043459.0CD14+ Monocytespbmc3k
TTTCTACTGAGGCA-112270.0092943443.0B cellspbmc3k
TTTCTACTTCCTCG-16220.0219711684.0B cellspbmc3k
TTTGCATGAGAGGC-14540.0205481022.0B cellspbmc3k
TTTGCATGCCTCAC-17240.0080651984.0CD4 T cellspbmc3k
\n", "

2638 rows × 5 columns

\n", "
" ], "text/plain": [ " n_genes percent_mito n_counts louvain sample\n", "index \n", "AAACATACAACCAC-1 781 0.030178 2419.0 CD4 T cells pbmc3k\n", "AAACATTGAGCTAC-1 1352 0.037936 4903.0 B cells pbmc3k\n", "AAACATTGATCAGC-1 1131 0.008897 3147.0 CD4 T cells pbmc3k\n", "AAACCGTGCTTCCG-1 960 0.017431 2639.0 CD14+ Monocytes pbmc3k\n", "AAACCGTGTATGCG-1 522 0.012245 980.0 NK cells pbmc3k\n", "... ... ... ... ... ...\n", "TTTCGAACTCTCAT-1 1155 0.021104 3459.0 CD14+ Monocytes pbmc3k\n", "TTTCTACTGAGGCA-1 1227 0.009294 3443.0 B cells pbmc3k\n", "TTTCTACTTCCTCG-1 622 0.021971 1684.0 B cells pbmc3k\n", "TTTGCATGAGAGGC-1 454 0.020548 1022.0 B cells pbmc3k\n", "TTTGCATGCCTCAC-1 724 0.008065 1984.0 CD4 T cells pbmc3k\n", "\n", "[2638 rows x 5 columns]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata_ref.obs['sample']='pbmc3k'\n", "\n", "print(adata_ref.shape)\n", "adata_ref.obs" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:26.078858Z", "iopub.status.busy": "2023-01-26T13:46:26.078714Z", "iopub.status.idle": "2023-01-26T13:46:26.216362Z", "shell.execute_reply": "2023-01-26T13:46:26.215973Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 300, "width": 459 } }, "output_type": "display_data" } ], "source": [ "sc.pl.umap(adata_ref, color='louvain')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Make sure we have the same genes in both datset by taking the intersection" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:26.218642Z", "iopub.status.busy": "2023-01-26T13:46:26.218506Z", "iopub.status.idle": "2023-01-26T13:46:26.221538Z", "shell.execute_reply": "2023-01-26T13:46:26.221219Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1838\n", "3090\n", "476\n" ] } ], "source": [ "print(adata_ref.shape[1])\n", "print(adata.shape[1])\n", "var_names = adata_ref.var_names.intersection(adata.var_names)\n", "print(len(var_names))" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:26.223313Z", "iopub.status.busy": "2023-01-26T13:46:26.223171Z", "iopub.status.idle": "2023-01-26T13:46:26.241460Z", "shell.execute_reply": "2023-01-26T13:46:26.240953Z" } }, "outputs": [], "source": [ "adata_ref = adata_ref[:, var_names]\n", "adata = adata[:, var_names]\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First we need to rerun pca and umap with the same gene set for both datasets." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:26.243815Z", "iopub.status.busy": "2023-01-26T13:46:26.243661Z", "iopub.status.idle": "2023-01-26T13:46:35.008100Z", "shell.execute_reply": "2023-01-26T13:46:35.007644Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "computing PCA\n", " with n_comps=50\n", " finished (0:00:00)\n", "computing neighbors\n", " using 'X_pca' with n_pcs = 50\n", " finished (0:00:03)\n", "computing UMAP\n", " finished (0:00:04)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 300, "width": 459 } }, "output_type": "display_data" } ], "source": [ "sc.pp.pca(adata_ref)\n", "sc.pp.neighbors(adata_ref)\n", "sc.tl.umap(adata_ref)\n", "sc.pl.umap(adata_ref, color='louvain')" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:35.010370Z", "iopub.status.busy": "2023-01-26T13:46:35.010244Z", "iopub.status.idle": "2023-01-26T13:46:37.346956Z", "shell.execute_reply": "2023-01-26T13:46:37.346581Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "computing PCA\n", " on highly variable genes\n", " with n_comps=50\n", " finished (0:00:00)\n", "computing neighbors\n", " using 'X_pca' with n_pcs = 50\n", " finished (0:00:00)\n", "computing UMAP\n", " finished (0:00:01)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 300, "width": 327 } }, "output_type": "display_data" } ], "source": [ "sc.pp.pca(adata)\n", "sc.pp.neighbors(adata)\n", "sc.tl.umap(adata)\n", "sc.pl.umap(adata, color='louvain_0.6')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Integrate with scanorama" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:37.349278Z", "iopub.status.busy": "2023-01-26T13:46:37.349113Z", "iopub.status.idle": "2023-01-26T13:46:38.152219Z", "shell.execute_reply": "2023-01-26T13:46:38.151763Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Found 476 genes among all datasets\n", "[[0. 0.96378092]\n", " [0. 0. ]]\n", "Processing datasets (0, 1)\n" ] } ], "source": [ "import scanorama\n", "\n", "\n", "#subset the individual dataset to the same variable genes as in MNN-correct.\n", "alldata = dict()\n", "alldata['ctrl']=adata\n", "alldata['ref']=adata_ref\n", "\n", "#convert to list of AnnData objects\n", "adatas = list(alldata.values())\n", "\n", "# run scanorama.integrate\n", "scanorama.integrate_scanpy(adatas, dimred = 50)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:38.154696Z", "iopub.status.busy": "2023-01-26T13:46:38.154394Z", "iopub.status.idle": "2023-01-26T13:46:38.156920Z", "shell.execute_reply": "2023-01-26T13:46:38.156469Z" } }, "outputs": [], "source": [ "# add in sample info\n", "adata_ref.obs['sample']='pbmc3k'\n" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:38.159281Z", "iopub.status.busy": "2023-01-26T13:46:38.159091Z", "iopub.status.idle": "2023-01-26T13:46:38.250843Z", "shell.execute_reply": "2023-01-26T13:46:38.250406Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/anndata/_core/anndata.py:1785: FutureWarning: X.dtype being converted to np.float32 from float64. In the next version of anndata (0.9) conversion will not be automatic. Pass dtype explicitly to avoid this warning. Pass `AnnData(X, dtype=X.dtype, ...)` to get the future behavour.\n", " [AnnData(sparse.csr_matrix(a.shape), obs=a.obs) for a in all_adatas],\n", "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/anndata/_core/anndata.py:1785: FutureWarning: X.dtype being converted to np.float32 from float64. In the next version of anndata (0.9) conversion will not be automatic. Pass dtype explicitly to avoid this warning. Pass `AnnData(X, dtype=X.dtype, ...)` to get the future behavour.\n", " [AnnData(sparse.csr_matrix(a.shape), obs=a.obs) for a in all_adatas],\n" ] } ], "source": [ "# create a merged scanpy object and add in the scanorama \n", "adata_merged = alldata['ctrl'].concatenate(alldata['ref'], batch_key='sample', batch_categories=['ctrl','pbmc3k'])\n", "\n", "embedding = np.concatenate([ad.obsm['X_scanorama'] for ad in adatas], axis=0)\n", "\n", "adata_merged.obsm['Scanorama'] = embedding" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:38.253459Z", "iopub.status.busy": "2023-01-26T13:46:38.253273Z", "iopub.status.idle": "2023-01-26T13:46:44.945019Z", "shell.execute_reply": "2023-01-26T13:46:44.944656Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "computing neighbors\n", " finished (0:00:00)\n", "computing UMAP\n", " finished (0:00:06)\n" ] } ], "source": [ "#run umap.\n", "sc.pp.neighbors(adata_merged, n_pcs =50, use_rep = \"Scanorama\")\n", "sc.tl.umap(adata_merged)\n", "\n" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:44.947183Z", "iopub.status.busy": "2023-01-26T13:46:44.947017Z", "iopub.status.idle": "2023-01-26T13:46:45.161339Z", "shell.execute_reply": "2023-01-26T13:46:45.160976Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n", "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 303, "width": 799 } }, "output_type": "display_data" } ], "source": [ "\n", "sc.pl.umap(adata_merged, color=[\"sample\",\"louvain\"])\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Label transfer\n", "\n", "Using the function in the Spatial tutorial at the scanpy [website](https://scanpy-tutorials.readthedocs.io/en/latest/spatial/integration-scanorama.html) we will calculate normalized cosine distances between the two datasets and tranfer labels to the celltype with the highest scores.\n" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:45.165119Z", "iopub.status.busy": "2023-01-26T13:46:45.164962Z", "iopub.status.idle": "2023-01-26T13:46:45.188909Z", "shell.execute_reply": "2023-01-26T13:46:45.188468Z" } }, "outputs": [], "source": [ "from sklearn.metrics.pairwise import cosine_distances\n", "\n", "distances = 1 - cosine_distances(\n", " adata_merged[adata_merged.obs['sample'] == \"pbmc3k\"].obsm[\"Scanorama\"],\n", " adata_merged[adata_merged.obs['sample'] == \"ctrl\"].obsm[\"Scanorama\"],\n", ")" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:45.191400Z", "iopub.status.busy": "2023-01-26T13:46:45.191234Z", "iopub.status.idle": "2023-01-26T13:46:45.195606Z", "shell.execute_reply": "2023-01-26T13:46:45.195185Z" } }, "outputs": [], "source": [ "def label_transfer(dist, labels, index):\n", " lab = pd.get_dummies(labels)\n", " class_prob = lab.to_numpy().T @ dist\n", " norm = np.linalg.norm(class_prob, 2, axis=0)\n", " class_prob = class_prob / norm\n", " class_prob = (class_prob.T - class_prob.min(1)) / class_prob.ptp(1)\n", " # convert to df\n", " cp_df = pd.DataFrame(\n", " class_prob, columns=lab.columns\n", " )\n", " cp_df.index = index\n", " # classify as max score\n", " m = cp_df.idxmax(axis=1)\n", " \n", " return m" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:45.197711Z", "iopub.status.busy": "2023-01-26T13:46:45.197548Z", "iopub.status.idle": "2023-01-26T13:46:45.205908Z", "shell.execute_reply": "2023-01-26T13:46:45.205433Z" } }, "outputs": [], "source": [ "class_def = label_transfer(distances, adata_ref.obs.louvain, adata.obs.index)\n" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:45.208464Z", "iopub.status.busy": "2023-01-26T13:46:45.208299Z", "iopub.status.idle": "2023-01-26T13:46:45.210889Z", "shell.execute_reply": "2023-01-26T13:46:45.210518Z" } }, "outputs": [], "source": [ "# add to obs section of the original object\n", "adata.obs['predicted'] = class_def\n" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:45.212979Z", "iopub.status.busy": "2023-01-26T13:46:45.212830Z", "iopub.status.idle": "2023-01-26T13:46:45.347362Z", "shell.execute_reply": "2023-01-26T13:46:45.346943Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 300, "width": 459 } }, "output_type": "display_data" } ], "source": [ "sc.pl.umap(adata, color=\"predicted\")" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "execution": { "iopub.execute_input": "2023-01-26T13:46:45.349896Z", "iopub.status.busy": "2023-01-26T13:46:45.349703Z", "iopub.status.idle": "2023-01-26T13:46:45.822065Z", "shell.execute_reply": "2023-01-26T13:46:45.821709Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/f_/vj_w4xx933z1rr95yf4rhphr0000gp/T/ipykernel_84734/3427748211.py:2: FutureWarning: The series.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n", " adata_merged.obs['predicted'] = class_def.append(adata_ref.obs['louvain']).tolist()\n", "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n", "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n", "/Users/asabjor/miniconda3/envs/scRNAseq2023_python/lib/python3.9/site-packages/scanpy/plotting/_tools/scatterplots.py:392: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "image/png": 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