{ "cells": [ { "cell_type": "markdown", "id": "23d2eb19", "metadata": {}, "source": [ "# Mouse Cerebellum (Slide-seqV2)" ] }, { "cell_type": "code", "execution_count": 70, "id": "58c388e9", "metadata": {}, "outputs": [], "source": [ "import sys\n", "sys.path.append('E:/Anaconda/envs/SpaVAEW/Lib/site-packages/')\n", "import glob\n", "import numpy as np\n", "import pandas as pd\n", "import scanpy as sc\n", "import matplotlib.pyplot as plt\n", "\n", "import SpaGTL" ] }, { "cell_type": "markdown", "id": "64fb0a31", "metadata": {}, "source": [ "## Data loading and preprocessing" ] }, { "cell_type": "markdown", "id": "4e9419c0", "metadata": {}, "source": [ "The dataset(including Slide-seqV2 data, marker genes list) is available at Single Cell Portal (https://singlecell.broadinstitute.org/single_cell/study/SCP948).\n", "We load the dataset and perform preprocessing log transformation." ] }, { "cell_type": "code", "execution_count": 71, "id": "2b88c90c", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\123\\AppData\\Local\\Temp\\ipykernel_7116\\4010773200.py:5: ImplicitModificationWarning: Trying to modify attribute `.obs` of view, initializing view as actual.\n", " Slide_seq.obs['cell_type']=Annotation\n" ] } ], "source": [ "Slide_seq=sc.read_h5ad('E:/data/Slide_seq_brain/data/Cerebellum.h5ad')\n", "Gene=pd.read_csv('E:/data/Slide_seq_brain/Gene.csv',index_col=0)['x']\n", "Annotation=pd.read_csv('E:/data/Slide_seq_brain/annotation.csv',index_col=0)['first_type']\n", "Slide_seq=Slide_seq[Annotation.index,Gene]\n", "Slide_seq.obs['cell_type']=Annotation" ] }, { "cell_type": "code", "execution_count": 108, "id": "174cf9fc", "metadata": {}, "outputs": [], "source": [ "Slide_seq.obsm['spatial']=Slide_seq.obsm['spatial'].values" ] }, { "cell_type": "code", "execution_count": 109, "id": "b7d5373b", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "E:\\Anaconda\\envs\\sparcl\\lib\\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": { "text/plain": [ "" ] }, "execution_count": 109, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.embedding(\n", " Slide_seq,\n", " colorbar_loc=None,\n", " frameon=False,\n", " basis='spatial',\n", " color=['cell_type'],\n", " size=50,\n", " show=False\n", ")" ] }, { "cell_type": "markdown", "id": "b2604b58", "metadata": {}, "source": [ "## Spatial reconstruction" ] }, { "cell_type": "markdown", "id": "ca0de2a3", "metadata": {}, "source": [ "We perform spatial reconstruction to aggregate expression from spatial neighbors." ] }, { "cell_type": "code", "execution_count": 72, "id": "dd6d0340", "metadata": {}, "outputs": [], "source": [ "SpaGTL.spatial_reconstruction(Slide_seq, alpha=8)" ] }, { "cell_type": "markdown", "id": "1deeb4b6", "metadata": {}, "source": [ "## Graph Transfer Learning" ] }, { "cell_type": "markdown", "id": "c42f4676", "metadata": {}, "source": [ "We perform graph transfer learning on the preprocessed data." ] }, { "cell_type": "code", "execution_count": 73, "id": "d41475c8", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|█████████████████████████████████████████████████████████████| 1000/1000 [01:37<00:00, 10.28it/s, loss: 6.149e+03]\n", "E:\\Anaconda/envs/SpaVAEW/Lib/site-packages\\SpaGTL\\_SpaGTL.py:156: ImplicitModificationWarning: Trying to modify attribute `._uns` of view, initializing view as actual.\n", " adata.uns[key_added] = {}\n", "E:\\Anaconda\\envs\\sparcl\\lib\\site-packages\\anndata\\_core\\anndata.py:1832: UserWarning: Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n", " utils.warn_names_duplicates(\"var\")\n" ] } ], "source": [ "params_dict = np.load('E:/江小白/data/params_dict.npy', allow_pickle=True).item()\n", "intersection = [value for value in params_dict['genes'] if value in Slide_seq.var_names]\n", "len(intersection)\n", "adata=Slide_seq[:,intersection]\n", "SpaGTL.run_SpaGTL(adata, n_epochs=1000,params_dict=params_dict)" ] }, { "cell_type": "markdown", "id": "4a0e21c4", "metadata": {}, "source": [ "## Regulon inference and aucell" ] }, { "cell_type": "markdown", "id": "b35e5053", "metadata": {}, "source": [ "We perform regulon inference using gene relation matrix." ] }, { "cell_type": "code", "execution_count": 74, "id": "571cf1f5", "metadata": {}, "outputs": [], "source": [ "from yaml import Loader, Dumper\n", "import glob\n", "MOTIF_ANNOTATIONS_FNAME='E:/data/CisTarget/motifs-v9-nr.mgi-m0.001-o0.0.tbl'\n", "tf_names=np.array((pd.read_table('E:/data/CisTarget/mm_mgi_tfs.txt',header=None).iloc[:,0]))\n", "DATABASES_GLOB='E:/data/CisTarget/mm9-*.mc9nr.feather'\n", "db_fnames = glob.glob(DATABASES_GLOB)" ] }, { "cell_type": "code", "execution_count": 75, "id": "4562c4eb", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\n", "2024-07-12 20:12:46,550 - pyscenic.utils - INFO - Creating modules.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Create regulons from a dataframe of enriched features.\n", "Additional columns saved: []\n" ] } ], "source": [ "SpaGTL.regulons(adata, tf_names, MOTIF_ANNOTATIONS_FNAME, db_fnames, neighbors_var_key='QK')" ] }, { "cell_type": "markdown", "id": "02fa2a36", "metadata": {}, "source": [ "We perform aucell to compute the activity of each regulon on each spot." ] }, { "cell_type": "code", "execution_count": 76, "id": "d48a3855", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████████████████████████████████████████████████████████████████████████████| 94/94 [00:03<00:00, 29.93it/s]\n" ] } ], "source": [ "adata.X=adata.layers['x4']\n", "SpaGTL.aucell(adata, normalize=True)" ] }, { "cell_type": "code", "execution_count": 90, "id": "3f458a3a", "metadata": {}, "outputs": [], "source": [ "adata_aucell = sc.AnnData(adata.obsm['aucell'])\n", "adata_aucell.obs = adata.obs.copy()\n", "adata_aucell.obsm['spatial'] = adata.obsm['spatial'].values" ] }, { "cell_type": "markdown", "id": "41bf3f8a", "metadata": {}, "source": [ "## Finding differentially activity regulons" ] }, { "cell_type": "markdown", "id": "ec5827c4", "metadata": {}, "source": [ "We find the differentially activity regulons across identified cell types and show the domains and their differentially activity regulons patterns in spatial coordinates." ] }, { "cell_type": "code", "execution_count": 91, "id": "fdaaa41f", "metadata": {}, "outputs": [], "source": [ "sc.tl.rank_genes_groups(adata_aucell, groupby='cell_type', method='t-test_overestim_var')" ] }, { "cell_type": "code", "execution_count": 92, "id": "5e0b1254", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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AstrocytesBergmannGranuleMLI1MLI2OligodendrocytesPurkinje
0Foxo1(+)Sox2(+)Etv1(+)Esrrg(+)Esrrg(+)Sox10(+)Bcl11a(+)
1Elf1(+)Sox9(+)Foxo3(+)Mafb(+)Mafb(+)Olig2(+)Lmo2(+)
2Sox9(+)Elk3(+)Klf6(+)Msx1(+)Nfe2l1(+)Olig1(+)Mef2c(+)
3Arnt2(+)Pparg(+)Cux1(+)Prdx5(+)Prdx5(+)Sox8(+)Nr2f2(+)
4Sox2(+)Etv4(+)Klf9(+)Lmo2(+)Msx1(+)Creb5(+)Ikzf2(+)
5Tcf7l1(+)Sox18(+)Rbpj(+)Nfe2l1(+)Ets1(+)Zfhx3(+)Foxj1(+)
6Etv4(+)Etv5(+)Meis1(+)Foxj1(+)Arnt2(+)Arnt2(+)Ets1(+)
7Foxj1(+)Msx1(+)Ep300(+)Arnt2(+)Etv5(+)Elf2(+)Foxp2(+)
8Elk3(+)Foxj1(+)Rcor1(+)Ets1(+)Lmo2(+)Klf2(+)Prdx5(+)
9Sox8(+)Nfe2l2(+)Maf(+)Etv5(+)Klf12(+)Rorb(+)Msx1(+)
\n", "
" ], "text/plain": [ " Astrocytes Bergmann Granule MLI1 MLI2 Oligodendrocytes \\\n", "0 Foxo1(+) Sox2(+) Etv1(+) Esrrg(+) Esrrg(+) Sox10(+) \n", "1 Elf1(+) Sox9(+) Foxo3(+) Mafb(+) Mafb(+) Olig2(+) \n", "2 Sox9(+) Elk3(+) Klf6(+) Msx1(+) Nfe2l1(+) Olig1(+) \n", "3 Arnt2(+) Pparg(+) Cux1(+) Prdx5(+) Prdx5(+) Sox8(+) \n", "4 Sox2(+) Etv4(+) Klf9(+) Lmo2(+) Msx1(+) Creb5(+) \n", "5 Tcf7l1(+) Sox18(+) Rbpj(+) Nfe2l1(+) Ets1(+) Zfhx3(+) \n", "6 Etv4(+) Etv5(+) Meis1(+) Foxj1(+) Arnt2(+) Arnt2(+) \n", "7 Foxj1(+) Msx1(+) Ep300(+) Arnt2(+) Etv5(+) Elf2(+) \n", "8 Elk3(+) Foxj1(+) Rcor1(+) Ets1(+) Lmo2(+) Klf2(+) \n", "9 Sox8(+) Nfe2l2(+) Maf(+) Etv5(+) Klf12(+) Rorb(+) \n", "\n", " Purkinje \n", "0 Bcl11a(+) \n", "1 Lmo2(+) \n", "2 Mef2c(+) \n", "3 Nr2f2(+) \n", "4 Ikzf2(+) \n", "5 Foxj1(+) \n", "6 Ets1(+) \n", "7 Foxp2(+) \n", "8 Prdx5(+) \n", "9 Msx1(+) " ] }, "execution_count": 92, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pd.DataFrame(adata_aucell.uns['rank_genes_groups']['names']).iloc[:10,:]" ] }, { "cell_type": "code", "execution_count": 97, "id": "7b9edaea", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "E:\\Anaconda\\envs\\sparcl\\lib\\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": { "text/plain": [ "[,\n", " ]" ] }, "execution_count": 97, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.embedding(\n", " adata_aucell,\n", " colorbar_loc=None,\n", " frameon=False,\n", " basis='spatial',\n", " color=['Sox10(+)','cell_type'],\n", " size=50,\n", " groups='Oligodendrocytes',\n", " color_map='Reds',\n", " vmax='p99',\n", " vmin='p90',\n", " show=False\n", ")" ] }, { "cell_type": "code", "execution_count": 101, "id": "ab915121", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "E:\\Anaconda\\envs\\sparcl\\lib\\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": { "text/plain": [ "[,\n", " ]" ] }, "execution_count": 101, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.embedding(\n", " adata_aucell,\n", " colorbar_loc=None,\n", " frameon=False,\n", " basis='spatial',\n", " color=['Cux1(+)','cell_type'],\n", " size=50,\n", " groups='Granule',\n", " color_map='Reds',\n", " vmax='p99',\n", " show=False\n", ")" ] }, { "cell_type": "code", "execution_count": 106, "id": "8a7b66bf", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "E:\\Anaconda\\envs\\sparcl\\lib\\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": { "text/plain": [ "[,\n", " ]" ] }, "execution_count": 106, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sc.pl.embedding(\n", " adata_aucell,\n", " colorbar_loc=None,\n", " frameon=False,\n", " basis='spatial',\n", " color=['Bcl11a(+)','cell_type'],\n", " size=50,\n", " groups='Purkinje',\n", " color_map='Reds',\n", " vmax='p99',\n", " vmin='p90',\n", " show=False\n", ")" ] } ], "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": "3.7.13" } }, "nbformat": 4, "nbformat_minor": 5 }