{ "cells": [ { "cell_type": "markdown", "id": "13a57b7d-6098-4478-91aa-d9f2ea6e8b79", "metadata": {}, "source": [ "# Run BRIE" ] }, { "cell_type": "markdown", "id": "37e7d8fe-fe46-4243-82e8-5f7ff2061ee0", "metadata": {}, "source": [ "**Detect differential alternative polyadenylation site signal**" ] }, { "cell_type": "markdown", "id": "685aa9f0-5d14-4959-96f0-460e743de503", "metadata": {}, "source": [ "In order to identify differential APA signal, we directly exploit BRIE2 which is based on a Bayesian hierarchical model.\n", "If you want to run BRIE2, two files should prepare: one h5ad file including PAS signal count and one tsv file including design matrix information. " ] }, { "cell_type": "markdown", "id": "d59b43b1-44b8-442c-9a07-320c3ad36449", "metadata": {}, "source": [ "**Prepare h5ad file**" ] }, { "cell_type": "code", "execution_count": 1, "id": "77703c15-02d3-49ad-88df-f11469c5250b", "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import scanpy as sc\n", "import numpy as np" ] }, { "cell_type": "markdown", "id": "6f68d681-b17f-4ea9-81ab-5090569cb092", "metadata": {}, "source": [ "You can find human_intestal_allPAS.h5ad and human_intestinal_gene_exp_scale.h5ad in the figshare (https://doi.org/10.6084/m9.figshare.25902508.v2)" ] }, { "cell_type": "code", "execution_count": 2, "id": "921b1021-3b3d-4695-b840-2bbec25ce424", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 14537 × 14025\n", " obs: 'celltype', 'sample_id', 'organ'\n", " var: 'cluster_start', 'cluster_end', 'cluster_score', 'cluster_strand', 'gene_start', 'gene_end', 'gene_score', 'gene_strand', 'original_cluster_id', 'cluster_chr', 'gene_chr', 'gene_id', 'gene_name'\n", " obsm: 'X_tsne'" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata=sc.read('/mnt/ruiyanhou/nfs_share2/three_primer/human_intestinal/human_intestal_allPAS.h5ad')\n", "adata" ] }, { "cell_type": "code", "execution_count": 3, "id": "2bfcb0c0-6b59-4445-94fa-90b3713ca0e1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 14537 × 62700\n", " obs: 'celltype', 'sample_id', 'organ'\n", " var: 'gene_ids', 'feature_types'\n", " uns: 'celltype_colors', 'log1p', 'raw_count'\n", " obsm: 'X_tsne'" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "expadata=sc.read('/mnt/ruiyanhou/nfs_share2/three_primer/human_intestinal/human_intestinal_gene_exp_scale.h5ad')\n", "expadata" ] }, { "cell_type": "markdown", "id": "a9eb34bb-3321-494f-b16c-c29542d13cf1", "metadata": {}, "source": [ "Because BRIE requires to input raw count matrix, you should keep the raw count before you do normalization.\n", "Here you can transfer the raw count to X conveniently." ] }, { "cell_type": "code", "execution_count": 4, "id": "4e50d90a-bb09-4dbf-b615-2ff1b4b45926", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "<14537x62700 sparse matrix of type ''\n", "\twith 41145153 stored elements in Compressed Sparse Row format>" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "expadata.X=expadata.uns['raw_count']\n", "expadata.X" ] }, { "cell_type": "code", "execution_count": 5, "id": "53941eba-1707-4749-967e-ff26aa9dace0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[ 0., 0., 0., ..., 47., 0., 0.],\n", " [ 0., 0., 0., ..., 100., 0., 1.],\n", " [ 0., 0., 0., ..., 64., 0., 0.],\n", " ...,\n", " [ 0., 0., 0., ..., 103., 0., 0.],\n", " [ 0., 0., 0., ..., 117., 0., 0.],\n", " [ 0., 0., 0., ..., 70., 0., 0.]], dtype=float32)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "expadata.X.toarray()" ] }, { "cell_type": "code", "execution_count": 6, "id": "85d76766-d429-476c-b4bc-10b7629310eb", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Index(['DDX11L2', 'DDX11L1', 'WASH7P', 'MIR6859-1', 'MIR1302-2HG', 'MIR1302-2',\n", " 'FAM138A', 'OR4G4P', 'ENSG00000290826', 'OR4G11P',\n", " ...\n", " 'MT-ND4', 'MT-TH', 'MT-TS2', 'MT-TL2', 'MT-ND5', 'MT-ND6', 'MT-TE',\n", " 'MT-CYB', 'MT-TT', 'MT-TP'],\n", " dtype='object', length=62700)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "expadata.var.index" ] }, { "cell_type": "markdown", "id": "67c321f2-bf99-4fe1-b870-1a7ec2220aad", "metadata": {}, "source": [ "Here, we change the index of expadata. " ] }, { "cell_type": "code", "execution_count": 7, "id": "888a0914-9a38-47c8-a055-daa80eca69a2", "metadata": {}, "outputs": [], "source": [ "expadata.var['gene_name']=expadata.var.index" ] }, { "cell_type": "code", "execution_count": 8, "id": "3971e71e-819b-46b9-bdad-b2c33cc89200", "metadata": {}, "outputs": [], "source": [ "expadata.var.index=expadata.var['gene_ids']" ] }, { "cell_type": "code", "execution_count": 9, "id": "ad6fc269-b7bd-4932-b991-042f6aed41f3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Index(['ENSG00000290825.1', 'ENSG00000223972.6', 'ENSG00000227232.5',\n", " 'ENSG00000278267.1', 'ENSG00000243485.5', 'ENSG00000284332.1',\n", " 'ENSG00000237613.2', 'ENSG00000268020.3', 'ENSG00000290826.1',\n", " 'ENSG00000240361.3',\n", " ...\n", " 'ENSG00000198886.2', 'ENSG00000210176.1', 'ENSG00000210184.1',\n", " 'ENSG00000210191.1', 'ENSG00000198786.2', 'ENSG00000198695.2',\n", " 'ENSG00000210194.1', 'ENSG00000198727.2', 'ENSG00000210195.2',\n", " 'ENSG00000210196.2'],\n", " dtype='object', name='gene_ids', length=62700)" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "expadata.var.index" ] }, { "cell_type": "code", "execution_count": 10, "id": "785516ac-f65f-4fa2-b148-a1c1717d3138", "metadata": {}, "outputs": [], "source": [ "expadata.obs_names_make_unique()" ] }, { "cell_type": "markdown", "id": "28688c17-09eb-4072-9a7e-02ac035b75e6", "metadata": {}, "source": [ "Next, we will select genes with two PASs." ] }, { "cell_type": "code", "execution_count": 11, "id": "0a7772b2-c01b-4cc8-8475-c452f11e93ff", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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cluster_startcluster_endcluster_scorecluster_strandgene_startgene_endgene_scoregene_strandoriginal_cluster_idcluster_chrgene_chrgene_idgene_name
chr17_48762233_48762252*ENSG00000170703.1648762233487622520-48762233488172290-chr17_-_48762233_48762252*ENSG00000170703.16chr17chr17ENSG00000170703.16TTLL6
chr10_50626557_50626580*ENSG00000226200.750626557506265800+50623465506414510+chr10_+_50626557_50626580*ENSG00000226200.7chr10chr10ENSG00000226200.7SGMS1-AS1
chr6_139372255_139372312*ENSG00000164442.111393722551393723120-1393718061393746480-chr6_-_139372255_139372288,chr6_-_139372255_13...chr6chr6ENSG00000164442.11CITED2
chr6_139372947_139373017*ENSG00000164442.111393729471393730170-1393718061393746480-chr6_-_139372947_139372996,chr6_-_139372949_13...chr6chr6ENSG00000164442.11CITED2
chr8_143723932_143723985*ENSG00000180921.71437239321437239850-1437239321437382340-chr8_-_143723932_143723953,chr8_-_143723932_14...chr8chr8ENSG00000180921.7FAM83H
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chr2_96835175_96835195*ENSG00000168763.1696835175968351950+96816244968353820+chr2_+_96835175_96835195*ENSG00000168763.16chr2chr2ENSG00000168763.16CNNM3
chr2_96835357_96835382*ENSG00000168763.1696835357968353820+96816244968353820+chr2_+_96835357_96835381,chr2_+_96835365_96835...chr2chr2ENSG00000168763.16CNNM3
chr4_151120278_151120332*ENSG00000109686.201511202781511203320-1511027501513256050-chr4_-_151120278_151120316,chr4_-_151120278_15...chr4chr4ENSG00000109686.20SH3D19
chr4_151121365_151121392*ENSG00000109686.201511213651511213920-1511027501513256050-chr4_-_151121365_151121392,chr4_-_151121366_15...chr4chr4ENSG00000109686.20SH3D19
chr17_3714627_3714713*ENSG00000083457.12371462737147130-371462738011880-chr17_-_3714627_3714656,chr17_-_3714627_371465...chr17chr17ENSG00000083457.12ITGAE
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14025 rows × 13 columns

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" ], "text/plain": [ " cluster_start cluster_end \\\n", "chr17_48762233_48762252*ENSG00000170703.16 48762233 48762252 \n", "chr10_50626557_50626580*ENSG00000226200.7 50626557 50626580 \n", "chr6_139372255_139372312*ENSG00000164442.11 139372255 139372312 \n", "chr6_139372947_139373017*ENSG00000164442.11 139372947 139373017 \n", "chr8_143723932_143723985*ENSG00000180921.7 143723932 143723985 \n", "... ... ... \n", "chr2_96835175_96835195*ENSG00000168763.16 96835175 96835195 \n", "chr2_96835357_96835382*ENSG00000168763.16 96835357 96835382 \n", "chr4_151120278_151120332*ENSG00000109686.20 151120278 151120332 \n", "chr4_151121365_151121392*ENSG00000109686.20 151121365 151121392 \n", "chr17_3714627_3714713*ENSG00000083457.12 3714627 3714713 \n", "\n", " cluster_score cluster_strand \\\n", "chr17_48762233_48762252*ENSG00000170703.16 0 - \n", "chr10_50626557_50626580*ENSG00000226200.7 0 + \n", "chr6_139372255_139372312*ENSG00000164442.11 0 - \n", "chr6_139372947_139373017*ENSG00000164442.11 0 - \n", "chr8_143723932_143723985*ENSG00000180921.7 0 - \n", "... ... ... \n", "chr2_96835175_96835195*ENSG00000168763.16 0 + \n", "chr2_96835357_96835382*ENSG00000168763.16 0 + \n", "chr4_151120278_151120332*ENSG00000109686.20 0 - \n", "chr4_151121365_151121392*ENSG00000109686.20 0 - \n", "chr17_3714627_3714713*ENSG00000083457.12 0 - \n", "\n", " gene_start gene_end \\\n", "chr17_48762233_48762252*ENSG00000170703.16 48762233 48817229 \n", "chr10_50626557_50626580*ENSG00000226200.7 50623465 50641451 \n", "chr6_139372255_139372312*ENSG00000164442.11 139371806 139374648 \n", "chr6_139372947_139373017*ENSG00000164442.11 139371806 139374648 \n", "chr8_143723932_143723985*ENSG00000180921.7 143723932 143738234 \n", "... ... ... \n", "chr2_96835175_96835195*ENSG00000168763.16 96816244 96835382 \n", "chr2_96835357_96835382*ENSG00000168763.16 96816244 96835382 \n", "chr4_151120278_151120332*ENSG00000109686.20 151102750 151325605 \n", "chr4_151121365_151121392*ENSG00000109686.20 151102750 151325605 \n", "chr17_3714627_3714713*ENSG00000083457.12 3714627 3801188 \n", "\n", " gene_score gene_strand \\\n", "chr17_48762233_48762252*ENSG00000170703.16 0 - \n", "chr10_50626557_50626580*ENSG00000226200.7 0 + \n", "chr6_139372255_139372312*ENSG00000164442.11 0 - \n", "chr6_139372947_139373017*ENSG00000164442.11 0 - \n", "chr8_143723932_143723985*ENSG00000180921.7 0 - \n", "... ... ... \n", "chr2_96835175_96835195*ENSG00000168763.16 0 + \n", "chr2_96835357_96835382*ENSG00000168763.16 0 + \n", "chr4_151120278_151120332*ENSG00000109686.20 0 - \n", "chr4_151121365_151121392*ENSG00000109686.20 0 - \n", "chr17_3714627_3714713*ENSG00000083457.12 0 - \n", "\n", " original_cluster_id \\\n", "chr17_48762233_48762252*ENSG00000170703.16 chr17_-_48762233_48762252*ENSG00000170703.16 \n", "chr10_50626557_50626580*ENSG00000226200.7 chr10_+_50626557_50626580*ENSG00000226200.7 \n", "chr6_139372255_139372312*ENSG00000164442.11 chr6_-_139372255_139372288,chr6_-_139372255_13... \n", "chr6_139372947_139373017*ENSG00000164442.11 chr6_-_139372947_139372996,chr6_-_139372949_13... \n", "chr8_143723932_143723985*ENSG00000180921.7 chr8_-_143723932_143723953,chr8_-_143723932_14... \n", "... ... \n", "chr2_96835175_96835195*ENSG00000168763.16 chr2_+_96835175_96835195*ENSG00000168763.16 \n", "chr2_96835357_96835382*ENSG00000168763.16 chr2_+_96835357_96835381,chr2_+_96835365_96835... \n", "chr4_151120278_151120332*ENSG00000109686.20 chr4_-_151120278_151120316,chr4_-_151120278_15... \n", "chr4_151121365_151121392*ENSG00000109686.20 chr4_-_151121365_151121392,chr4_-_151121366_15... \n", "chr17_3714627_3714713*ENSG00000083457.12 chr17_-_3714627_3714656,chr17_-_3714627_371465... \n", "\n", " cluster_chr gene_chr \\\n", "chr17_48762233_48762252*ENSG00000170703.16 chr17 chr17 \n", "chr10_50626557_50626580*ENSG00000226200.7 chr10 chr10 \n", "chr6_139372255_139372312*ENSG00000164442.11 chr6 chr6 \n", "chr6_139372947_139373017*ENSG00000164442.11 chr6 chr6 \n", "chr8_143723932_143723985*ENSG00000180921.7 chr8 chr8 \n", "... ... ... \n", "chr2_96835175_96835195*ENSG00000168763.16 chr2 chr2 \n", "chr2_96835357_96835382*ENSG00000168763.16 chr2 chr2 \n", "chr4_151120278_151120332*ENSG00000109686.20 chr4 chr4 \n", "chr4_151121365_151121392*ENSG00000109686.20 chr4 chr4 \n", "chr17_3714627_3714713*ENSG00000083457.12 chr17 chr17 \n", "\n", " gene_id gene_name \n", "chr17_48762233_48762252*ENSG00000170703.16 ENSG00000170703.16 TTLL6 \n", "chr10_50626557_50626580*ENSG00000226200.7 ENSG00000226200.7 SGMS1-AS1 \n", "chr6_139372255_139372312*ENSG00000164442.11 ENSG00000164442.11 CITED2 \n", "chr6_139372947_139373017*ENSG00000164442.11 ENSG00000164442.11 CITED2 \n", "chr8_143723932_143723985*ENSG00000180921.7 ENSG00000180921.7 FAM83H \n", "... ... ... \n", "chr2_96835175_96835195*ENSG00000168763.16 ENSG00000168763.16 CNNM3 \n", "chr2_96835357_96835382*ENSG00000168763.16 ENSG00000168763.16 CNNM3 \n", "chr4_151120278_151120332*ENSG00000109686.20 ENSG00000109686.20 SH3D19 \n", "chr4_151121365_151121392*ENSG00000109686.20 ENSG00000109686.20 SH3D19 \n", "chr17_3714627_3714713*ENSG00000083457.12 ENSG00000083457.12 ITGAE \n", "\n", "[14025 rows x 13 columns]" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "genedf=adata.var.copy()\n", "genedf" ] }, { "cell_type": "code", "execution_count": 12, "id": "2df334d5-aa69-4ae4-ad80-bed0fe402b9e", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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indexcluster_startcluster_endcluster_scorecluster_strandgene_startgene_endgene_scoregene_strandoriginal_cluster_idcluster_chrgene_chrgene_idgene_name
0chr17_48762233_48762252*ENSG00000170703.1648762233487622520-48762233488172290-chr17_-_48762233_48762252*ENSG00000170703.16chr17chr17ENSG00000170703.16TTLL6
1chr10_50626557_50626580*ENSG00000226200.750626557506265800+50623465506414510+chr10_+_50626557_50626580*ENSG00000226200.7chr10chr10ENSG00000226200.7SGMS1-AS1
2chr6_139372255_139372312*ENSG00000164442.111393722551393723120-1393718061393746480-chr6_-_139372255_139372288,chr6_-_139372255_13...chr6chr6ENSG00000164442.11CITED2
3chr6_139372947_139373017*ENSG00000164442.111393729471393730170-1393718061393746480-chr6_-_139372947_139372996,chr6_-_139372949_13...chr6chr6ENSG00000164442.11CITED2
4chr8_143723932_143723985*ENSG00000180921.71437239321437239850-1437239321437382340-chr8_-_143723932_143723953,chr8_-_143723932_14...chr8chr8ENSG00000180921.7FAM83H
.............................................
14020chr2_96835175_96835195*ENSG00000168763.1696835175968351950+96816244968353820+chr2_+_96835175_96835195*ENSG00000168763.16chr2chr2ENSG00000168763.16CNNM3
14021chr2_96835357_96835382*ENSG00000168763.1696835357968353820+96816244968353820+chr2_+_96835357_96835381,chr2_+_96835365_96835...chr2chr2ENSG00000168763.16CNNM3
14022chr4_151120278_151120332*ENSG00000109686.201511202781511203320-1511027501513256050-chr4_-_151120278_151120316,chr4_-_151120278_15...chr4chr4ENSG00000109686.20SH3D19
14023chr4_151121365_151121392*ENSG00000109686.201511213651511213920-1511027501513256050-chr4_-_151121365_151121392,chr4_-_151121366_15...chr4chr4ENSG00000109686.20SH3D19
14024chr17_3714627_3714713*ENSG00000083457.12371462737147130-371462738011880-chr17_-_3714627_3714656,chr17_-_3714627_371465...chr17chr17ENSG00000083457.12ITGAE
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14025 rows × 14 columns

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" ], "text/plain": [ " index cluster_start \\\n", "0 chr17_48762233_48762252*ENSG00000170703.16 48762233 \n", "1 chr10_50626557_50626580*ENSG00000226200.7 50626557 \n", "2 chr6_139372255_139372312*ENSG00000164442.11 139372255 \n", "3 chr6_139372947_139373017*ENSG00000164442.11 139372947 \n", "4 chr8_143723932_143723985*ENSG00000180921.7 143723932 \n", "... ... ... \n", "14020 chr2_96835175_96835195*ENSG00000168763.16 96835175 \n", "14021 chr2_96835357_96835382*ENSG00000168763.16 96835357 \n", "14022 chr4_151120278_151120332*ENSG00000109686.20 151120278 \n", "14023 chr4_151121365_151121392*ENSG00000109686.20 151121365 \n", "14024 chr17_3714627_3714713*ENSG00000083457.12 3714627 \n", "\n", " cluster_end cluster_score cluster_strand gene_start gene_end \\\n", "0 48762252 0 - 48762233 48817229 \n", "1 50626580 0 + 50623465 50641451 \n", "2 139372312 0 - 139371806 139374648 \n", "3 139373017 0 - 139371806 139374648 \n", "4 143723985 0 - 143723932 143738234 \n", "... ... ... ... ... ... \n", "14020 96835195 0 + 96816244 96835382 \n", "14021 96835382 0 + 96816244 96835382 \n", "14022 151120332 0 - 151102750 151325605 \n", "14023 151121392 0 - 151102750 151325605 \n", "14024 3714713 0 - 3714627 3801188 \n", "\n", " gene_score gene_strand \\\n", "0 0 - \n", "1 0 + \n", "2 0 - \n", "3 0 - \n", "4 0 - \n", "... ... ... \n", "14020 0 + \n", "14021 0 + \n", "14022 0 - \n", "14023 0 - \n", "14024 0 - \n", "\n", " original_cluster_id cluster_chr gene_chr \\\n", "0 chr17_-_48762233_48762252*ENSG00000170703.16 chr17 chr17 \n", "1 chr10_+_50626557_50626580*ENSG00000226200.7 chr10 chr10 \n", "2 chr6_-_139372255_139372288,chr6_-_139372255_13... chr6 chr6 \n", "3 chr6_-_139372947_139372996,chr6_-_139372949_13... chr6 chr6 \n", "4 chr8_-_143723932_143723953,chr8_-_143723932_14... chr8 chr8 \n", "... ... ... ... \n", "14020 chr2_+_96835175_96835195*ENSG00000168763.16 chr2 chr2 \n", "14021 chr2_+_96835357_96835381,chr2_+_96835365_96835... chr2 chr2 \n", "14022 chr4_-_151120278_151120316,chr4_-_151120278_15... chr4 chr4 \n", "14023 chr4_-_151121365_151121392,chr4_-_151121366_15... chr4 chr4 \n", "14024 chr17_-_3714627_3714656,chr17_-_3714627_371465... chr17 chr17 \n", "\n", " gene_id gene_name \n", "0 ENSG00000170703.16 TTLL6 \n", "1 ENSG00000226200.7 SGMS1-AS1 \n", "2 ENSG00000164442.11 CITED2 \n", "3 ENSG00000164442.11 CITED2 \n", "4 ENSG00000180921.7 FAM83H \n", "... ... ... \n", "14020 ENSG00000168763.16 CNNM3 \n", "14021 ENSG00000168763.16 CNNM3 \n", "14022 ENSG00000109686.20 SH3D19 \n", "14023 ENSG00000109686.20 SH3D19 \n", "14024 ENSG00000083457.12 ITGAE \n", "\n", "[14025 rows x 14 columns]" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "genedf.reset_index(inplace=True)\n", "genedf" ] }, { "cell_type": "code", "execution_count": 13, "id": "7ec3043d-c486-4699-8cf9-fda081eddd07", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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indexcluster_startcluster_endcluster_scorecluster_strandgene_startgene_endgene_scoregene_strandoriginal_cluster_idcluster_chrgene_chrgene_idgene_name
2chr6_139372255_139372312*ENSG00000164442.111393722551393723120-1393718061393746480-chr6_-_139372255_139372288,chr6_-_139372255_13...chr6chr6ENSG00000164442.11CITED2
3chr6_139372947_139373017*ENSG00000164442.111393729471393730170-1393718061393746480-chr6_-_139372947_139372996,chr6_-_139372949_13...chr6chr6ENSG00000164442.11CITED2
7chr4_69721166_69721208*ENSG00000173597.969721166697212080-69721166697879610-chr4_-_69721166_69721194,chr4_-_69721166_69721...chr4chr4ENSG00000173597.9SULT1B1
8chr4_69726841_69726860*ENSG00000173597.969726841697268600-69721166697879610-chr4_-_69726841_69726855,chr4_-_69726841_69726...chr4chr4ENSG00000173597.9SULT1B1
9chr4_69726960_69727014*ENSG00000173597.969726960697270140-69721166697879610-chr4_-_69726960_69726999,chr4_-_69726961_69726...chr4chr4ENSG00000173597.9SULT1B1
.............................................
14019chr2_96833523_96833579*ENSG00000168763.1696833523968335790+96816244968353820+chr2_+_96833523_96833577,chr2_+_96833527_96833...chr2chr2ENSG00000168763.16CNNM3
14020chr2_96835175_96835195*ENSG00000168763.1696835175968351950+96816244968353820+chr2_+_96835175_96835195*ENSG00000168763.16chr2chr2ENSG00000168763.16CNNM3
14021chr2_96835357_96835382*ENSG00000168763.1696835357968353820+96816244968353820+chr2_+_96835357_96835381,chr2_+_96835365_96835...chr2chr2ENSG00000168763.16CNNM3
14022chr4_151120278_151120332*ENSG00000109686.201511202781511203320-1511027501513256050-chr4_-_151120278_151120316,chr4_-_151120278_15...chr4chr4ENSG00000109686.20SH3D19
14023chr4_151121365_151121392*ENSG00000109686.201511213651511213920-1511027501513256050-chr4_-_151121365_151121392,chr4_-_151121366_15...chr4chr4ENSG00000109686.20SH3D19
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7402 rows × 14 columns

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" ], "text/plain": [ " index cluster_start \\\n", "2 chr6_139372255_139372312*ENSG00000164442.11 139372255 \n", "3 chr6_139372947_139373017*ENSG00000164442.11 139372947 \n", "7 chr4_69721166_69721208*ENSG00000173597.9 69721166 \n", "8 chr4_69726841_69726860*ENSG00000173597.9 69726841 \n", "9 chr4_69726960_69727014*ENSG00000173597.9 69726960 \n", "... ... ... \n", "14019 chr2_96833523_96833579*ENSG00000168763.16 96833523 \n", "14020 chr2_96835175_96835195*ENSG00000168763.16 96835175 \n", "14021 chr2_96835357_96835382*ENSG00000168763.16 96835357 \n", "14022 chr4_151120278_151120332*ENSG00000109686.20 151120278 \n", "14023 chr4_151121365_151121392*ENSG00000109686.20 151121365 \n", "\n", " cluster_end cluster_score cluster_strand gene_start gene_end \\\n", "2 139372312 0 - 139371806 139374648 \n", "3 139373017 0 - 139371806 139374648 \n", "7 69721208 0 - 69721166 69787961 \n", "8 69726860 0 - 69721166 69787961 \n", "9 69727014 0 - 69721166 69787961 \n", "... ... ... ... ... ... \n", "14019 96833579 0 + 96816244 96835382 \n", "14020 96835195 0 + 96816244 96835382 \n", "14021 96835382 0 + 96816244 96835382 \n", "14022 151120332 0 - 151102750 151325605 \n", "14023 151121392 0 - 151102750 151325605 \n", "\n", " gene_score gene_strand \\\n", "2 0 - \n", "3 0 - \n", "7 0 - \n", "8 0 - \n", "9 0 - \n", "... ... ... \n", "14019 0 + \n", "14020 0 + \n", "14021 0 + \n", "14022 0 - \n", "14023 0 - \n", "\n", " original_cluster_id cluster_chr gene_chr \\\n", "2 chr6_-_139372255_139372288,chr6_-_139372255_13... chr6 chr6 \n", "3 chr6_-_139372947_139372996,chr6_-_139372949_13... chr6 chr6 \n", "7 chr4_-_69721166_69721194,chr4_-_69721166_69721... chr4 chr4 \n", "8 chr4_-_69726841_69726855,chr4_-_69726841_69726... chr4 chr4 \n", "9 chr4_-_69726960_69726999,chr4_-_69726961_69726... chr4 chr4 \n", "... ... ... ... \n", "14019 chr2_+_96833523_96833577,chr2_+_96833527_96833... chr2 chr2 \n", "14020 chr2_+_96835175_96835195*ENSG00000168763.16 chr2 chr2 \n", "14021 chr2_+_96835357_96835381,chr2_+_96835365_96835... chr2 chr2 \n", "14022 chr4_-_151120278_151120316,chr4_-_151120278_15... chr4 chr4 \n", "14023 chr4_-_151121365_151121392,chr4_-_151121366_15... chr4 chr4 \n", "\n", " gene_id gene_name \n", "2 ENSG00000164442.11 CITED2 \n", "3 ENSG00000164442.11 CITED2 \n", "7 ENSG00000173597.9 SULT1B1 \n", "8 ENSG00000173597.9 SULT1B1 \n", "9 ENSG00000173597.9 SULT1B1 \n", "... ... ... \n", "14019 ENSG00000168763.16 CNNM3 \n", "14020 ENSG00000168763.16 CNNM3 \n", "14021 ENSG00000168763.16 CNNM3 \n", "14022 ENSG00000109686.20 SH3D19 \n", "14023 ENSG00000109686.20 SH3D19 \n", "\n", "[7402 rows x 14 columns]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "keepgenedf=genedf[genedf.duplicated('gene_id',keep=False)]\n", "keepgenedf" ] }, { "cell_type": "markdown", "id": "153e306b-ddeb-4199-aef2-63687ffbe8d3", "metadata": {}, "source": [ "If the PAS signal located in the positive strand, then we define the cluster_end as the PAS.\n", "If the PAS singal located in the negative strand, then we define the cluster_start as the PAS." ] }, { "cell_type": "code", "execution_count": 17, "id": "98d28629-00a9-40e0-b75d-f5dcbb7f43e1", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_102890/2080422649.py:1: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " keepgenedf['PAS']=np.where(keepgenedf['cluster_strand']=='+',keepgenedf['cluster_end'],keepgenedf['cluster_start'])\n" ] }, { "data": { "text/html": [ "
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indexcluster_startcluster_endcluster_scorecluster_strandgene_startgene_endgene_scoregene_strandoriginal_cluster_idcluster_chrgene_chrgene_idgene_namePAS
2chr6_139372255_139372312*ENSG00000164442.111393722551393723120-1393718061393746480-chr6_-_139372255_139372288,chr6_-_139372255_13...chr6chr6ENSG00000164442.11CITED2139372255
3chr6_139372947_139373017*ENSG00000164442.111393729471393730170-1393718061393746480-chr6_-_139372947_139372996,chr6_-_139372949_13...chr6chr6ENSG00000164442.11CITED2139372947
7chr4_69721166_69721208*ENSG00000173597.969721166697212080-69721166697879610-chr4_-_69721166_69721194,chr4_-_69721166_69721...chr4chr4ENSG00000173597.9SULT1B169721166
8chr4_69726841_69726860*ENSG00000173597.969726841697268600-69721166697879610-chr4_-_69726841_69726855,chr4_-_69726841_69726...chr4chr4ENSG00000173597.9SULT1B169726841
9chr4_69726960_69727014*ENSG00000173597.969726960697270140-69721166697879610-chr4_-_69726960_69726999,chr4_-_69726961_69726...chr4chr4ENSG00000173597.9SULT1B169726960
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14019chr2_96833523_96833579*ENSG00000168763.1696833523968335790+96816244968353820+chr2_+_96833523_96833577,chr2_+_96833527_96833...chr2chr2ENSG00000168763.16CNNM396833579
14020chr2_96835175_96835195*ENSG00000168763.1696835175968351950+96816244968353820+chr2_+_96835175_96835195*ENSG00000168763.16chr2chr2ENSG00000168763.16CNNM396835195
14021chr2_96835357_96835382*ENSG00000168763.1696835357968353820+96816244968353820+chr2_+_96835357_96835381,chr2_+_96835365_96835...chr2chr2ENSG00000168763.16CNNM396835382
14022chr4_151120278_151120332*ENSG00000109686.201511202781511203320-1511027501513256050-chr4_-_151120278_151120316,chr4_-_151120278_15...chr4chr4ENSG00000109686.20SH3D19151120278
14023chr4_151121365_151121392*ENSG00000109686.201511213651511213920-1511027501513256050-chr4_-_151121365_151121392,chr4_-_151121366_15...chr4chr4ENSG00000109686.20SH3D19151121365
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7402 rows × 15 columns

\n", "
" ], "text/plain": [ " index cluster_start \\\n", "2 chr6_139372255_139372312*ENSG00000164442.11 139372255 \n", "3 chr6_139372947_139373017*ENSG00000164442.11 139372947 \n", "7 chr4_69721166_69721208*ENSG00000173597.9 69721166 \n", "8 chr4_69726841_69726860*ENSG00000173597.9 69726841 \n", "9 chr4_69726960_69727014*ENSG00000173597.9 69726960 \n", "... ... ... \n", "14019 chr2_96833523_96833579*ENSG00000168763.16 96833523 \n", "14020 chr2_96835175_96835195*ENSG00000168763.16 96835175 \n", "14021 chr2_96835357_96835382*ENSG00000168763.16 96835357 \n", "14022 chr4_151120278_151120332*ENSG00000109686.20 151120278 \n", "14023 chr4_151121365_151121392*ENSG00000109686.20 151121365 \n", "\n", " cluster_end cluster_score cluster_strand gene_start gene_end \\\n", "2 139372312 0 - 139371806 139374648 \n", "3 139373017 0 - 139371806 139374648 \n", "7 69721208 0 - 69721166 69787961 \n", "8 69726860 0 - 69721166 69787961 \n", "9 69727014 0 - 69721166 69787961 \n", "... ... ... ... ... ... \n", "14019 96833579 0 + 96816244 96835382 \n", "14020 96835195 0 + 96816244 96835382 \n", "14021 96835382 0 + 96816244 96835382 \n", "14022 151120332 0 - 151102750 151325605 \n", "14023 151121392 0 - 151102750 151325605 \n", "\n", " gene_score gene_strand \\\n", "2 0 - \n", "3 0 - \n", "7 0 - \n", "8 0 - \n", "9 0 - \n", "... ... ... \n", "14019 0 + \n", "14020 0 + \n", "14021 0 + \n", "14022 0 - \n", "14023 0 - \n", "\n", " original_cluster_id cluster_chr gene_chr \\\n", "2 chr6_-_139372255_139372288,chr6_-_139372255_13... chr6 chr6 \n", "3 chr6_-_139372947_139372996,chr6_-_139372949_13... chr6 chr6 \n", "7 chr4_-_69721166_69721194,chr4_-_69721166_69721... chr4 chr4 \n", "8 chr4_-_69726841_69726855,chr4_-_69726841_69726... chr4 chr4 \n", "9 chr4_-_69726960_69726999,chr4_-_69726961_69726... chr4 chr4 \n", "... ... ... ... \n", "14019 chr2_+_96833523_96833577,chr2_+_96833527_96833... chr2 chr2 \n", "14020 chr2_+_96835175_96835195*ENSG00000168763.16 chr2 chr2 \n", "14021 chr2_+_96835357_96835381,chr2_+_96835365_96835... chr2 chr2 \n", "14022 chr4_-_151120278_151120316,chr4_-_151120278_15... chr4 chr4 \n", "14023 chr4_-_151121365_151121392,chr4_-_151121366_15... chr4 chr4 \n", "\n", " gene_id gene_name PAS \n", "2 ENSG00000164442.11 CITED2 139372255 \n", "3 ENSG00000164442.11 CITED2 139372947 \n", "7 ENSG00000173597.9 SULT1B1 69721166 \n", "8 ENSG00000173597.9 SULT1B1 69726841 \n", "9 ENSG00000173597.9 SULT1B1 69726960 \n", "... ... ... ... \n", "14019 ENSG00000168763.16 CNNM3 96833579 \n", "14020 ENSG00000168763.16 CNNM3 96835195 \n", "14021 ENSG00000168763.16 CNNM3 96835382 \n", "14022 ENSG00000109686.20 SH3D19 151120278 \n", "14023 ENSG00000109686.20 SH3D19 151121365 \n", "\n", "[7402 rows x 15 columns]" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "keepgenedf['PAS']=np.where(keepgenedf['cluster_strand']=='+',keepgenedf['cluster_end'],keepgenedf['cluster_start'])\n", "keepgenedf" ] }, { "cell_type": "code", "execution_count": 18, "id": "15d5ae98-17a3-4c33-a318-6f2740b03d72", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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indexcluster_startcluster_endcluster_scorecluster_strandgene_startgene_endgene_scoregene_strandoriginal_cluster_idcluster_chrgene_chrgene_idgene_namePAS
16chr1_224159472_224159560*ENSG00000143756.122241594722241595600+2241141102241620470+chr1_+_224159472_224159560,chr1_+_224159488_22...chr1chr1ENSG00000143756.12FBXO28224159560
17chr1_224162032_224162047*ENSG00000143756.122241620322241620470+2241141102241620470+chr1_+_224162032_224162047,chr1_+_224162032_22...chr1chr1ENSG00000143756.12FBXO28224162047
22chr9_69248930_69248989*ENSG00000119139.2169248930692489890+69121263692746150+chr9_+_69248930_69248970,chr9_+_69248933_69248...chr9chr9ENSG00000119139.21TJP269248989
23chr9_69255177_69255205*ENSG00000119139.2169255177692552050+69121263692746150+chr9_+_69255177_69255203,chr9_+_69255177_69255...chr9chr9ENSG00000119139.21TJP269255205
29chr22_31277340_31277418*ENSG00000182541.1831277340312774180+31212238312800800+chr22_+_31277340_31277418,chr22_+_31277343_312...chr22chr22ENSG00000182541.18LIMK231277418
................................................
14010chr4_158906760_158906806*ENSG00000052795.131589067601589068060+1587690251589080500+chr4_+_158906760_158906799,chr4_+_158906763_15...chr4chr4ENSG00000052795.13FNIP2158906806
14011chr4_158908008_158908050*ENSG00000052795.131589080081589080500+1587690251589080500+chr4_+_158908008_158908050,chr4_+_158908008_15...chr4chr4ENSG00000052795.13FNIP2158908050
14019chr2_96833523_96833579*ENSG00000168763.1696833523968335790+96816244968353820+chr2_+_96833523_96833577,chr2_+_96833527_96833...chr2chr2ENSG00000168763.16CNNM396833579
14020chr2_96835175_96835195*ENSG00000168763.1696835175968351950+96816244968353820+chr2_+_96835175_96835195*ENSG00000168763.16chr2chr2ENSG00000168763.16CNNM396835195
14021chr2_96835357_96835382*ENSG00000168763.1696835357968353820+96816244968353820+chr2_+_96835357_96835381,chr2_+_96835365_96835...chr2chr2ENSG00000168763.16CNNM396835382
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3879 rows × 15 columns

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" ], "text/plain": [ " index cluster_start \\\n", "16 chr1_224159472_224159560*ENSG00000143756.12 224159472 \n", "17 chr1_224162032_224162047*ENSG00000143756.12 224162032 \n", "22 chr9_69248930_69248989*ENSG00000119139.21 69248930 \n", "23 chr9_69255177_69255205*ENSG00000119139.21 69255177 \n", "29 chr22_31277340_31277418*ENSG00000182541.18 31277340 \n", "... ... ... \n", "14010 chr4_158906760_158906806*ENSG00000052795.13 158906760 \n", "14011 chr4_158908008_158908050*ENSG00000052795.13 158908008 \n", "14019 chr2_96833523_96833579*ENSG00000168763.16 96833523 \n", "14020 chr2_96835175_96835195*ENSG00000168763.16 96835175 \n", "14021 chr2_96835357_96835382*ENSG00000168763.16 96835357 \n", "\n", " cluster_end cluster_score cluster_strand gene_start gene_end \\\n", "16 224159560 0 + 224114110 224162047 \n", "17 224162047 0 + 224114110 224162047 \n", "22 69248989 0 + 69121263 69274615 \n", "23 69255205 0 + 69121263 69274615 \n", "29 31277418 0 + 31212238 31280080 \n", "... ... ... ... ... ... \n", "14010 158906806 0 + 158769025 158908050 \n", "14011 158908050 0 + 158769025 158908050 \n", "14019 96833579 0 + 96816244 96835382 \n", "14020 96835195 0 + 96816244 96835382 \n", "14021 96835382 0 + 96816244 96835382 \n", "\n", " gene_score gene_strand \\\n", "16 0 + \n", "17 0 + \n", "22 0 + \n", "23 0 + \n", "29 0 + \n", "... ... ... \n", "14010 0 + \n", "14011 0 + \n", "14019 0 + \n", "14020 0 + \n", "14021 0 + \n", "\n", " original_cluster_id cluster_chr gene_chr \\\n", "16 chr1_+_224159472_224159560,chr1_+_224159488_22... chr1 chr1 \n", "17 chr1_+_224162032_224162047,chr1_+_224162032_22... chr1 chr1 \n", "22 chr9_+_69248930_69248970,chr9_+_69248933_69248... chr9 chr9 \n", "23 chr9_+_69255177_69255203,chr9_+_69255177_69255... chr9 chr9 \n", "29 chr22_+_31277340_31277418,chr22_+_31277343_312... chr22 chr22 \n", "... ... ... ... \n", "14010 chr4_+_158906760_158906799,chr4_+_158906763_15... chr4 chr4 \n", "14011 chr4_+_158908008_158908050,chr4_+_158908008_15... chr4 chr4 \n", "14019 chr2_+_96833523_96833577,chr2_+_96833527_96833... chr2 chr2 \n", "14020 chr2_+_96835175_96835195*ENSG00000168763.16 chr2 chr2 \n", "14021 chr2_+_96835357_96835381,chr2_+_96835365_96835... chr2 chr2 \n", "\n", " gene_id gene_name PAS \n", "16 ENSG00000143756.12 FBXO28 224159560 \n", "17 ENSG00000143756.12 FBXO28 224162047 \n", "22 ENSG00000119139.21 TJP2 69248989 \n", "23 ENSG00000119139.21 TJP2 69255205 \n", "29 ENSG00000182541.18 LIMK2 31277418 \n", "... ... ... ... \n", "14010 ENSG00000052795.13 FNIP2 158906806 \n", "14011 ENSG00000052795.13 FNIP2 158908050 \n", "14019 ENSG00000168763.16 CNNM3 96833579 \n", "14020 ENSG00000168763.16 CNNM3 96835195 \n", "14021 ENSG00000168763.16 CNNM3 96835382 \n", "\n", "[3879 rows x 15 columns]" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "positivedf=keepgenedf[keepgenedf['cluster_strand']=='+']\n", "positivedf" ] }, { "cell_type": "code", "execution_count": 19, "id": "bd23bcf8-1fc8-4053-b86e-b8ced4234b8d", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_102890/899284162.py:1: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " positivedf.sort_values(['gene_id','PAS'],inplace=True)\n" ] }, { "data": { "text/html": [ "
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indexcluster_startcluster_endcluster_scorecluster_strandgene_startgene_endgene_scoregene_strandoriginal_cluster_idcluster_chrgene_chrgene_idgene_namePAS
9107chr7_117627883_117627910*ENSG00000001626.181176278831176279100+1172871191177159710+chr7_+_117627883_117627910*ENSG00000001626.18chr7chr7ENSG00000001626.18CFTR117627910
9108chr7_117668613_117668665*ENSG00000001626.181176686131176686650+1172871191177159710+chr7_+_117668613_117668665,chr7_+_117668616_11...chr7chr7ENSG00000001626.18CFTR117668665
11674chr7_92399310_92399333*ENSG00000001629.1092399310923993330+92245973924013830+chr7_+_92399310_92399333*ENSG00000001629.10chr7chr7ENSG00000001629.10ANKIB192399333
11675chr7_92401340_92401383*ENSG00000001629.1092401340924013830+92245973924013830+chr7_+_92401340_92401383,chr7_+_92401346_92401...chr7chr7ENSG00000001629.10ANKIB192401383
4404chr2_201141559_201141602*ENSG00000003402.212011415592011416020+2011161532011766870+chr2_+_201141559_201141602,chr2_+_201141561_20...chr2chr2ENSG00000003402.21CFLAR201141602
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11980chr11_119939953_119939998*ENSG00000288047.31199399531199399980+1198926991199399980+chr11_+_119939953_119939998,chr11_+_119939957_...chr11chr11ENSG00000288047.3ENSG00000288047119939998
8405chr9_131498122_131498231*ENSG00000288701.11314981221314982310+1313736351315001970+chr9_+_131498122_131498160,chr9_+_131498123_13...chr9chr9ENSG00000288701.1PRRC2B131498231
8406chr9_131500136_131500197*ENSG00000288701.11315001361315001970+1313736351315001970+chr9_+_131500136_131500197,chr9_+_131500139_13...chr9chr9ENSG00000288701.1PRRC2B131500197
11622chr1_149844768_149844805*ENSG00000290791.11498447681498448050+1498428741498464860+chr1_+_149844768_149844805,chr1_+_149844785_14...chr1chr1ENSG00000290791.1ENSG00000290791149844805
11623chr1_149846464_149846485*ENSG00000290791.11498464641498464850+1498428741498464860+chr1_+_149846464_149846485*ENSG00000290791.1chr1chr1ENSG00000290791.1ENSG00000290791149846485
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3879 rows × 15 columns

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" ], "text/plain": [ " index cluster_start \\\n", "9107 chr7_117627883_117627910*ENSG00000001626.18 117627883 \n", "9108 chr7_117668613_117668665*ENSG00000001626.18 117668613 \n", "11674 chr7_92399310_92399333*ENSG00000001629.10 92399310 \n", "11675 chr7_92401340_92401383*ENSG00000001629.10 92401340 \n", "4404 chr2_201141559_201141602*ENSG00000003402.21 201141559 \n", "... ... ... \n", "11980 chr11_119939953_119939998*ENSG00000288047.3 119939953 \n", "8405 chr9_131498122_131498231*ENSG00000288701.1 131498122 \n", "8406 chr9_131500136_131500197*ENSG00000288701.1 131500136 \n", "11622 chr1_149844768_149844805*ENSG00000290791.1 149844768 \n", "11623 chr1_149846464_149846485*ENSG00000290791.1 149846464 \n", "\n", " cluster_end cluster_score cluster_strand gene_start gene_end \\\n", "9107 117627910 0 + 117287119 117715971 \n", "9108 117668665 0 + 117287119 117715971 \n", "11674 92399333 0 + 92245973 92401383 \n", "11675 92401383 0 + 92245973 92401383 \n", "4404 201141602 0 + 201116153 201176687 \n", "... ... ... ... ... ... \n", "11980 119939998 0 + 119892699 119939998 \n", "8405 131498231 0 + 131373635 131500197 \n", "8406 131500197 0 + 131373635 131500197 \n", "11622 149844805 0 + 149842874 149846486 \n", "11623 149846485 0 + 149842874 149846486 \n", "\n", " gene_score gene_strand \\\n", "9107 0 + \n", "9108 0 + \n", "11674 0 + \n", "11675 0 + \n", "4404 0 + \n", "... ... ... \n", "11980 0 + \n", "8405 0 + \n", "8406 0 + \n", "11622 0 + \n", "11623 0 + \n", "\n", " original_cluster_id cluster_chr gene_chr \\\n", "9107 chr7_+_117627883_117627910*ENSG00000001626.18 chr7 chr7 \n", "9108 chr7_+_117668613_117668665,chr7_+_117668616_11... chr7 chr7 \n", "11674 chr7_+_92399310_92399333*ENSG00000001629.10 chr7 chr7 \n", "11675 chr7_+_92401340_92401383,chr7_+_92401346_92401... chr7 chr7 \n", "4404 chr2_+_201141559_201141602,chr2_+_201141561_20... chr2 chr2 \n", "... ... ... ... \n", "11980 chr11_+_119939953_119939998,chr11_+_119939957_... chr11 chr11 \n", "8405 chr9_+_131498122_131498160,chr9_+_131498123_13... chr9 chr9 \n", "8406 chr9_+_131500136_131500197,chr9_+_131500139_13... chr9 chr9 \n", "11622 chr1_+_149844768_149844805,chr1_+_149844785_14... chr1 chr1 \n", "11623 chr1_+_149846464_149846485*ENSG00000290791.1 chr1 chr1 \n", "\n", " gene_id gene_name PAS \n", "9107 ENSG00000001626.18 CFTR 117627910 \n", "9108 ENSG00000001626.18 CFTR 117668665 \n", "11674 ENSG00000001629.10 ANKIB1 92399333 \n", "11675 ENSG00000001629.10 ANKIB1 92401383 \n", "4404 ENSG00000003402.21 CFLAR 201141602 \n", "... ... ... ... \n", "11980 ENSG00000288047.3 ENSG00000288047 119939998 \n", "8405 ENSG00000288701.1 PRRC2B 131498231 \n", "8406 ENSG00000288701.1 PRRC2B 131500197 \n", "11622 ENSG00000290791.1 ENSG00000290791 149844805 \n", "11623 ENSG00000290791.1 ENSG00000290791 149846485 \n", "\n", "[3879 rows x 15 columns]" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "positivedf.sort_values(['gene_id','PAS'],inplace=True)\n", "positivedf" ] }, { "cell_type": "markdown", "id": "089e6118-2c3b-4169-b86a-7046f7943abc", "metadata": {}, "source": [ "We defined the furthest upstream PAS as the proximal PAS and furthest downstream PAS as the distal PAS." ] }, { "cell_type": "code", "execution_count": 21, "id": "95a4e240-0333-440c-aded-3cfb44d8a666", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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indexcluster_startcluster_endcluster_scorecluster_strandgene_startgene_endgene_scoregene_strandoriginal_cluster_idcluster_chrgene_chrgene_idgene_namePAS
9107chr7_117627883_117627910*ENSG00000001626.181176278831176279100+1172871191177159710+chr7_+_117627883_117627910*ENSG00000001626.18chr7chr7ENSG00000001626.18CFTR117627910
11674chr7_92399310_92399333*ENSG00000001629.1092399310923993330+92245973924013830+chr7_+_92399310_92399333*ENSG00000001629.10chr7chr7ENSG00000001629.10ANKIB192399333
4404chr2_201141559_201141602*ENSG00000003402.212011415592011416020+2011161532011766870+chr2_+_201141559_201141602,chr2_+_201141561_20...chr2chr2ENSG00000003402.21CFLAR201141602
277chr12_2803327_2803374*ENSG00000004478.8280332728033740+279496928054230+chr12_+_2803327_2803369,chr12_+_2803328_280337...chr12chr12ENSG00000004478.8FKBP42803374
6618chrX_11121812_11121889*ENSG00000004961.1511121812111218890+11111300111230860+chrX_+_11121812_11121887,chrX_+_11121815_11121...chrXchrXENSG00000004961.15HCCS11121889
................................................
1039chr9_37087786_37087847*ENSG00000281649.337087786370878470+37079644370909280+chr9_+_37087786_37087836,chr9_+_37087786_37087...chr9chr9ENSG00000281649.3EBLN3P37087847
13822chr7_150410917_150410984*ENSG00000284691.11504109171504109840+1504007011504124700+chr7_+_150410917_150410983,chr7_+_150410918_15...chr7chr7ENSG00000284691.1ENSG00000284691150410984
11979chr11_119919964_119920003*ENSG00000288047.31199199641199200030+1198926991199399980+chr11_+_119919964_119920003,chr11_+_119919975_...chr11chr11ENSG00000288047.3ENSG00000288047119920003
8405chr9_131498122_131498231*ENSG00000288701.11314981221314982310+1313736351315001970+chr9_+_131498122_131498160,chr9_+_131498123_13...chr9chr9ENSG00000288701.1PRRC2B131498231
11622chr1_149844768_149844805*ENSG00000290791.11498447681498448050+1498428741498464860+chr1_+_149844768_149844805,chr1_+_149844785_14...chr1chr1ENSG00000290791.1ENSG00000290791149844805
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1541 rows × 15 columns

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" ], "text/plain": [ " index cluster_start \\\n", "9107 chr7_117627883_117627910*ENSG00000001626.18 117627883 \n", "11674 chr7_92399310_92399333*ENSG00000001629.10 92399310 \n", "4404 chr2_201141559_201141602*ENSG00000003402.21 201141559 \n", "277 chr12_2803327_2803374*ENSG00000004478.8 2803327 \n", "6618 chrX_11121812_11121889*ENSG00000004961.15 11121812 \n", "... ... ... \n", "1039 chr9_37087786_37087847*ENSG00000281649.3 37087786 \n", "13822 chr7_150410917_150410984*ENSG00000284691.1 150410917 \n", "11979 chr11_119919964_119920003*ENSG00000288047.3 119919964 \n", "8405 chr9_131498122_131498231*ENSG00000288701.1 131498122 \n", "11622 chr1_149844768_149844805*ENSG00000290791.1 149844768 \n", "\n", " cluster_end cluster_score cluster_strand gene_start gene_end \\\n", "9107 117627910 0 + 117287119 117715971 \n", "11674 92399333 0 + 92245973 92401383 \n", "4404 201141602 0 + 201116153 201176687 \n", "277 2803374 0 + 2794969 2805423 \n", "6618 11121889 0 + 11111300 11123086 \n", "... ... ... ... ... ... \n", "1039 37087847 0 + 37079644 37090928 \n", "13822 150410984 0 + 150400701 150412470 \n", "11979 119920003 0 + 119892699 119939998 \n", "8405 131498231 0 + 131373635 131500197 \n", "11622 149844805 0 + 149842874 149846486 \n", "\n", " gene_score gene_strand \\\n", "9107 0 + \n", "11674 0 + \n", "4404 0 + \n", "277 0 + \n", "6618 0 + \n", "... ... ... \n", "1039 0 + \n", "13822 0 + \n", "11979 0 + \n", "8405 0 + \n", "11622 0 + \n", "\n", " original_cluster_id cluster_chr gene_chr \\\n", "9107 chr7_+_117627883_117627910*ENSG00000001626.18 chr7 chr7 \n", "11674 chr7_+_92399310_92399333*ENSG00000001629.10 chr7 chr7 \n", "4404 chr2_+_201141559_201141602,chr2_+_201141561_20... chr2 chr2 \n", "277 chr12_+_2803327_2803369,chr12_+_2803328_280337... chr12 chr12 \n", "6618 chrX_+_11121812_11121887,chrX_+_11121815_11121... chrX chrX \n", "... ... ... ... \n", "1039 chr9_+_37087786_37087836,chr9_+_37087786_37087... chr9 chr9 \n", "13822 chr7_+_150410917_150410983,chr7_+_150410918_15... chr7 chr7 \n", "11979 chr11_+_119919964_119920003,chr11_+_119919975_... chr11 chr11 \n", "8405 chr9_+_131498122_131498160,chr9_+_131498123_13... chr9 chr9 \n", "11622 chr1_+_149844768_149844805,chr1_+_149844785_14... chr1 chr1 \n", "\n", " gene_id gene_name PAS \n", "9107 ENSG00000001626.18 CFTR 117627910 \n", "11674 ENSG00000001629.10 ANKIB1 92399333 \n", "4404 ENSG00000003402.21 CFLAR 201141602 \n", "277 ENSG00000004478.8 FKBP4 2803374 \n", "6618 ENSG00000004961.15 HCCS 11121889 \n", "... ... ... ... \n", "1039 ENSG00000281649.3 EBLN3P 37087847 \n", "13822 ENSG00000284691.1 ENSG00000284691 150410984 \n", "11979 ENSG00000288047.3 ENSG00000288047 119920003 \n", "8405 ENSG00000288701.1 PRRC2B 131498231 \n", "11622 ENSG00000290791.1 ENSG00000290791 149844805 \n", "\n", "[1541 rows x 15 columns]" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "positive_proxmaldf=positivedf.groupby(['gene_id']).head(n=1)\n", "positive_proxmaldf" ] }, { "cell_type": "code", "execution_count": 22, "id": "21f67412-d0ca-470a-a079-d690f95cfb8d", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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indexcluster_startcluster_endcluster_scorecluster_strandgene_startgene_endgene_scoregene_strandoriginal_cluster_idcluster_chrgene_chrgene_idgene_namePAS
9108chr7_117668613_117668665*ENSG00000001626.181176686131176686650+1172871191177159710+chr7_+_117668613_117668665,chr7_+_117668616_11...chr7chr7ENSG00000001626.18CFTR117668665
11675chr7_92401340_92401383*ENSG00000001629.1092401340924013830+92245973924013830+chr7_+_92401340_92401383,chr7_+_92401346_92401...chr7chr7ENSG00000001629.10ANKIB192401383
4407chr2_201171638_201171754*ENSG00000003402.212011716382011717540+2011161532011766870+chr2_+_201171638_201171736,chr2_+_201171647_20...chr2chr2ENSG00000003402.21CFLAR201171754
278chr12_2803890_2803966*ENSG00000004478.8280389028039660+279496928054230+chr12_+_2803890_2803959,chr12_+_2803893_280396...chr12chr12ENSG00000004478.8FKBP42803966
6619chrX_11123040_11123086*ENSG00000004961.1511123040111230860+11111300111230860+chrX_+_11123040_11123082,chrX_+_11123043_11123...chrXchrXENSG00000004961.15HCCS11123086
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1040chr9_37090352_37090406*ENSG00000281649.337090352370904060+37079644370909280+chr9_+_37090352_37090396,chr9_+_37090353_37090...chr9chr9ENSG00000281649.3EBLN3P37090406
13823chr7_150412434_150412470*ENSG00000284691.11504124341504124700+1504007011504124700+chr7_+_150412434_150412470*ENSG00000284691.1chr7chr7ENSG00000284691.1ENSG00000284691150412470
11980chr11_119939953_119939998*ENSG00000288047.31199399531199399980+1198926991199399980+chr11_+_119939953_119939998,chr11_+_119939957_...chr11chr11ENSG00000288047.3ENSG00000288047119939998
8406chr9_131500136_131500197*ENSG00000288701.11315001361315001970+1313736351315001970+chr9_+_131500136_131500197,chr9_+_131500139_13...chr9chr9ENSG00000288701.1PRRC2B131500197
11623chr1_149846464_149846485*ENSG00000290791.11498464641498464850+1498428741498464860+chr1_+_149846464_149846485*ENSG00000290791.1chr1chr1ENSG00000290791.1ENSG00000290791149846485
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1541 rows × 15 columns

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" ], "text/plain": [ " index cluster_start \\\n", "9108 chr7_117668613_117668665*ENSG00000001626.18 117668613 \n", "11675 chr7_92401340_92401383*ENSG00000001629.10 92401340 \n", "4407 chr2_201171638_201171754*ENSG00000003402.21 201171638 \n", "278 chr12_2803890_2803966*ENSG00000004478.8 2803890 \n", "6619 chrX_11123040_11123086*ENSG00000004961.15 11123040 \n", "... ... ... \n", "1040 chr9_37090352_37090406*ENSG00000281649.3 37090352 \n", "13823 chr7_150412434_150412470*ENSG00000284691.1 150412434 \n", "11980 chr11_119939953_119939998*ENSG00000288047.3 119939953 \n", "8406 chr9_131500136_131500197*ENSG00000288701.1 131500136 \n", "11623 chr1_149846464_149846485*ENSG00000290791.1 149846464 \n", "\n", " cluster_end cluster_score cluster_strand gene_start gene_end \\\n", "9108 117668665 0 + 117287119 117715971 \n", "11675 92401383 0 + 92245973 92401383 \n", "4407 201171754 0 + 201116153 201176687 \n", "278 2803966 0 + 2794969 2805423 \n", "6619 11123086 0 + 11111300 11123086 \n", "... ... ... ... ... ... \n", "1040 37090406 0 + 37079644 37090928 \n", "13823 150412470 0 + 150400701 150412470 \n", "11980 119939998 0 + 119892699 119939998 \n", "8406 131500197 0 + 131373635 131500197 \n", "11623 149846485 0 + 149842874 149846486 \n", "\n", " gene_score gene_strand \\\n", "9108 0 + \n", "11675 0 + \n", "4407 0 + \n", "278 0 + \n", "6619 0 + \n", "... ... ... \n", "1040 0 + \n", "13823 0 + \n", "11980 0 + \n", "8406 0 + \n", "11623 0 + \n", "\n", " original_cluster_id cluster_chr gene_chr \\\n", "9108 chr7_+_117668613_117668665,chr7_+_117668616_11... chr7 chr7 \n", "11675 chr7_+_92401340_92401383,chr7_+_92401346_92401... chr7 chr7 \n", "4407 chr2_+_201171638_201171736,chr2_+_201171647_20... chr2 chr2 \n", "278 chr12_+_2803890_2803959,chr12_+_2803893_280396... chr12 chr12 \n", "6619 chrX_+_11123040_11123082,chrX_+_11123043_11123... chrX chrX \n", "... ... ... ... \n", "1040 chr9_+_37090352_37090396,chr9_+_37090353_37090... chr9 chr9 \n", "13823 chr7_+_150412434_150412470*ENSG00000284691.1 chr7 chr7 \n", "11980 chr11_+_119939953_119939998,chr11_+_119939957_... chr11 chr11 \n", "8406 chr9_+_131500136_131500197,chr9_+_131500139_13... chr9 chr9 \n", "11623 chr1_+_149846464_149846485*ENSG00000290791.1 chr1 chr1 \n", "\n", " gene_id gene_name PAS \n", "9108 ENSG00000001626.18 CFTR 117668665 \n", "11675 ENSG00000001629.10 ANKIB1 92401383 \n", "4407 ENSG00000003402.21 CFLAR 201171754 \n", "278 ENSG00000004478.8 FKBP4 2803966 \n", "6619 ENSG00000004961.15 HCCS 11123086 \n", "... ... ... ... \n", "1040 ENSG00000281649.3 EBLN3P 37090406 \n", "13823 ENSG00000284691.1 ENSG00000284691 150412470 \n", "11980 ENSG00000288047.3 ENSG00000288047 119939998 \n", "8406 ENSG00000288701.1 PRRC2B 131500197 \n", "11623 ENSG00000290791.1 ENSG00000290791 149846485 \n", "\n", "[1541 rows x 15 columns]" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "positive_distaldf=positivedf.groupby(['gene_id']).tail(n=1)\n", "positive_distaldf" ] }, { "cell_type": "code", "execution_count": 26, "id": "71732954-5529-4f2d-b1fd-c6c844468302", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_102890/1163048929.py:4: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " negativedf.sort_values(['gene_id','PAS'],inplace=True)\n" ] }, { "data": { "text/html": [ "
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indexcluster_startcluster_endcluster_scorecluster_strandgene_startgene_endgene_scoregene_strandoriginal_cluster_idcluster_chrgene_chrgene_idgene_namePAS
957chrX_100628705_100628755*ENSG00000000003.161006287051006287550-1006271071006399910-chrX_-_100628705_100628753,chrX_-_100628714_10...chrXchrXENSG00000000003.16TSPAN6100628705
2950chr1_169851007_169851106*ENSG00000000457.141698510071698511060-1698496301698942670-chr1_-_169851007_169851103,chr1_-_169851011_16...chr1chr1ENSG00000000457.14SCYL3169851007
2330chr17_28347176_28347224*ENSG00000004142.1228347176283472240-28346632283575270-chr17_-_28347176_28347201,chr17_-_28347176_283...chr17chr17ENSG00000004142.12POLDIP228347176
5297chr1_33008874_33008931*ENSG00000004455.1833008874330089310-33007985330809960-chr1_-_33008874_33008918,chr1_-_33008877_33008...chr1chr1ENSG00000004455.18AK233008874
3911chr7_95583498_95583548*ENSG00000004799.895583498955835480-95583498955965160-chr7_-_95583498_95583517,chr7_-_95583498_95583...chr7chr7ENSG00000004799.8PDK495583498
................................................
8272chr16_75501692_75501767*ENSG00000291051.175501692755017670-75501692755173350-chr16_-_75501692_75501714,chr16_-_75501692_755...chr16chr16ENSG00000291051.1ENSG0000029105175501692
6825chr5_1628513_1628550*ENSG00000291079.1162851316285500-159891916340140-chr5_-_1628513_1628532,chr5_-_1628515_1628550,...chr5chr5ENSG00000291079.1ENSG000002910791628513
4747chr7_66553532_66553614*ENSG00000291136.166553532665536140-66526087665923970-chr7_-_66553532_66553614,chr7_-_66553564_66553...chr7chr7ENSG00000291136.1ENSG0000029113666553532
9864chr7_100320908_100320958*ENSG00000291178.11003209081003209580-1003000191003363070-chr7_-_100320908_100320939,chr7_-_100320911_10...chr7chr7ENSG00000291178.1ENSG00000291178100320908
10558chr6_159679058_159679163*ENSG00000291237.11596790581596791630-1596690681597625290-chr6_-_159679058_159679149,chr6_-_159679058_15...chr6chr6ENSG00000291237.1SOD2159679058
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1412 rows × 15 columns

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" ], "text/plain": [ " index cluster_start \\\n", "957 chrX_100628705_100628755*ENSG00000000003.16 100628705 \n", "2950 chr1_169851007_169851106*ENSG00000000457.14 169851007 \n", "2330 chr17_28347176_28347224*ENSG00000004142.12 28347176 \n", "5297 chr1_33008874_33008931*ENSG00000004455.18 33008874 \n", "3911 chr7_95583498_95583548*ENSG00000004799.8 95583498 \n", "... ... ... \n", "8272 chr16_75501692_75501767*ENSG00000291051.1 75501692 \n", "6825 chr5_1628513_1628550*ENSG00000291079.1 1628513 \n", "4747 chr7_66553532_66553614*ENSG00000291136.1 66553532 \n", "9864 chr7_100320908_100320958*ENSG00000291178.1 100320908 \n", "10558 chr6_159679058_159679163*ENSG00000291237.1 159679058 \n", "\n", " cluster_end cluster_score cluster_strand gene_start gene_end \\\n", "957 100628755 0 - 100627107 100639991 \n", "2950 169851106 0 - 169849630 169894267 \n", "2330 28347224 0 - 28346632 28357527 \n", "5297 33008931 0 - 33007985 33080996 \n", "3911 95583548 0 - 95583498 95596516 \n", "... ... ... ... ... ... \n", "8272 75501767 0 - 75501692 75517335 \n", "6825 1628550 0 - 1598919 1634014 \n", "4747 66553614 0 - 66526087 66592397 \n", "9864 100320958 0 - 100300019 100336307 \n", "10558 159679163 0 - 159669068 159762529 \n", "\n", " gene_score gene_strand \\\n", "957 0 - \n", "2950 0 - \n", "2330 0 - \n", "5297 0 - \n", "3911 0 - \n", "... ... ... \n", "8272 0 - \n", "6825 0 - \n", "4747 0 - \n", "9864 0 - \n", "10558 0 - \n", "\n", " original_cluster_id cluster_chr gene_chr \\\n", "957 chrX_-_100628705_100628753,chrX_-_100628714_10... chrX chrX \n", "2950 chr1_-_169851007_169851103,chr1_-_169851011_16... chr1 chr1 \n", "2330 chr17_-_28347176_28347201,chr17_-_28347176_283... chr17 chr17 \n", "5297 chr1_-_33008874_33008918,chr1_-_33008877_33008... chr1 chr1 \n", "3911 chr7_-_95583498_95583517,chr7_-_95583498_95583... chr7 chr7 \n", "... ... ... ... \n", "8272 chr16_-_75501692_75501714,chr16_-_75501692_755... chr16 chr16 \n", "6825 chr5_-_1628513_1628532,chr5_-_1628515_1628550,... chr5 chr5 \n", "4747 chr7_-_66553532_66553614,chr7_-_66553564_66553... chr7 chr7 \n", "9864 chr7_-_100320908_100320939,chr7_-_100320911_10... chr7 chr7 \n", "10558 chr6_-_159679058_159679149,chr6_-_159679058_15... chr6 chr6 \n", "\n", " gene_id gene_name PAS \n", "957 ENSG00000000003.16 TSPAN6 100628705 \n", "2950 ENSG00000000457.14 SCYL3 169851007 \n", "2330 ENSG00000004142.12 POLDIP2 28347176 \n", "5297 ENSG00000004455.18 AK2 33008874 \n", "3911 ENSG00000004799.8 PDK4 95583498 \n", "... ... ... ... \n", "8272 ENSG00000291051.1 ENSG00000291051 75501692 \n", "6825 ENSG00000291079.1 ENSG00000291079 1628513 \n", "4747 ENSG00000291136.1 ENSG00000291136 66553532 \n", "9864 ENSG00000291178.1 ENSG00000291178 100320908 \n", "10558 ENSG00000291237.1 SOD2 159679058 \n", "\n", "[1412 rows x 15 columns]" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "negativedf=keepgenedf[keepgenedf['cluster_strand']=='-']\n", "negativedf\n", "\n", "negativedf.sort_values(['gene_id','PAS'],inplace=True)\n", "negativedf\n", "\n", "negative_promdf=negativedf.groupby(['gene_id']).tail(n=1)\n", "negative_promdf\n", "\n", "negative_distaldf=negativedf.groupby(['gene_id']).head(n=1)\n", "negative_distaldf" ] }, { "cell_type": "code", "execution_count": 27, "id": "be1b758c-b917-4fe4-9aed-35539a07d745", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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indexcluster_startcluster_endcluster_scorecluster_strandgene_startgene_endgene_scoregene_strandoriginal_cluster_idcluster_chrgene_chrgene_idgene_namePAS
9107chr7_117627883_117627910*ENSG00000001626.181176278831176279100+1172871191177159710+chr7_+_117627883_117627910*ENSG00000001626.18chr7chr7ENSG00000001626.18CFTR117627910
11674chr7_92399310_92399333*ENSG00000001629.1092399310923993330+92245973924013830+chr7_+_92399310_92399333*ENSG00000001629.10chr7chr7ENSG00000001629.10ANKIB192399333
4404chr2_201141559_201141602*ENSG00000003402.212011415592011416020+2011161532011766870+chr2_+_201141559_201141602,chr2_+_201141561_20...chr2chr2ENSG00000003402.21CFLAR201141602
277chr12_2803327_2803374*ENSG00000004478.8280332728033740+279496928054230+chr12_+_2803327_2803369,chr12_+_2803328_280337...chr12chr12ENSG00000004478.8FKBP42803374
6618chrX_11121812_11121889*ENSG00000004961.1511121812111218890+11111300111230860+chrX_+_11121812_11121887,chrX_+_11121815_11121...chrXchrXENSG00000004961.15HCCS11121889
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8273chr16_75504657_75504679*ENSG00000291051.175504657755046790-75501692755173350-chr16_-_75504657_75504679*ENSG00000291051.1chr16chr16ENSG00000291051.1ENSG0000029105175504657
6826chr5_1628685_1628721*ENSG00000291079.1162868516287210-159891916340140-chr5_-_1628685_1628710,chr5_-_1628688_1628710,...chr5chr5ENSG00000291079.1ENSG000002910791628685
4748chr7_66584030_66584123*ENSG00000291136.166584030665841230-66526087665923970-chr7_-_66584030_66584123*ENSG00000291136.1chr7chr7ENSG00000291136.1ENSG0000029113666584030
9865chr7_100329940_100330026*ENSG00000291178.11003299401003300260-1003000191003363070-chr7_-_100329940_100330026,chr7_-_100329978_10...chr7chr7ENSG00000291178.1ENSG00000291178100329940
10561chr6_159682470_159682490*ENSG00000291237.11596824701596824900-1596690681597625290-chr6_-_159682470_159682490*ENSG00000291237.1chr6chr6ENSG00000291237.1SOD2159682470
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2953 rows × 15 columns

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" ], "text/plain": [ " index cluster_start \\\n", "9107 chr7_117627883_117627910*ENSG00000001626.18 117627883 \n", "11674 chr7_92399310_92399333*ENSG00000001629.10 92399310 \n", "4404 chr2_201141559_201141602*ENSG00000003402.21 201141559 \n", "277 chr12_2803327_2803374*ENSG00000004478.8 2803327 \n", "6618 chrX_11121812_11121889*ENSG00000004961.15 11121812 \n", "... ... ... \n", "8273 chr16_75504657_75504679*ENSG00000291051.1 75504657 \n", "6826 chr5_1628685_1628721*ENSG00000291079.1 1628685 \n", "4748 chr7_66584030_66584123*ENSG00000291136.1 66584030 \n", "9865 chr7_100329940_100330026*ENSG00000291178.1 100329940 \n", "10561 chr6_159682470_159682490*ENSG00000291237.1 159682470 \n", "\n", " cluster_end cluster_score cluster_strand gene_start gene_end \\\n", "9107 117627910 0 + 117287119 117715971 \n", "11674 92399333 0 + 92245973 92401383 \n", "4404 201141602 0 + 201116153 201176687 \n", "277 2803374 0 + 2794969 2805423 \n", "6618 11121889 0 + 11111300 11123086 \n", "... ... ... ... ... ... \n", "8273 75504679 0 - 75501692 75517335 \n", "6826 1628721 0 - 1598919 1634014 \n", "4748 66584123 0 - 66526087 66592397 \n", "9865 100330026 0 - 100300019 100336307 \n", "10561 159682490 0 - 159669068 159762529 \n", "\n", " gene_score gene_strand \\\n", "9107 0 + \n", "11674 0 + \n", "4404 0 + \n", "277 0 + \n", "6618 0 + \n", "... ... ... \n", "8273 0 - \n", "6826 0 - \n", "4748 0 - \n", "9865 0 - \n", "10561 0 - \n", "\n", " original_cluster_id cluster_chr gene_chr \\\n", "9107 chr7_+_117627883_117627910*ENSG00000001626.18 chr7 chr7 \n", "11674 chr7_+_92399310_92399333*ENSG00000001629.10 chr7 chr7 \n", "4404 chr2_+_201141559_201141602,chr2_+_201141561_20... chr2 chr2 \n", "277 chr12_+_2803327_2803369,chr12_+_2803328_280337... chr12 chr12 \n", "6618 chrX_+_11121812_11121887,chrX_+_11121815_11121... chrX chrX \n", "... ... ... ... \n", "8273 chr16_-_75504657_75504679*ENSG00000291051.1 chr16 chr16 \n", "6826 chr5_-_1628685_1628710,chr5_-_1628688_1628710,... chr5 chr5 \n", "4748 chr7_-_66584030_66584123*ENSG00000291136.1 chr7 chr7 \n", "9865 chr7_-_100329940_100330026,chr7_-_100329978_10... chr7 chr7 \n", "10561 chr6_-_159682470_159682490*ENSG00000291237.1 chr6 chr6 \n", "\n", " gene_id gene_name PAS \n", "9107 ENSG00000001626.18 CFTR 117627910 \n", "11674 ENSG00000001629.10 ANKIB1 92399333 \n", "4404 ENSG00000003402.21 CFLAR 201141602 \n", "277 ENSG00000004478.8 FKBP4 2803374 \n", "6618 ENSG00000004961.15 HCCS 11121889 \n", "... ... ... ... \n", "8273 ENSG00000291051.1 ENSG00000291051 75504657 \n", "6826 ENSG00000291079.1 ENSG00000291079 1628685 \n", "4748 ENSG00000291136.1 ENSG00000291136 66584030 \n", "9865 ENSG00000291178.1 ENSG00000291178 100329940 \n", "10561 ENSG00000291237.1 SOD2 159682470 \n", "\n", "[2953 rows x 15 columns]" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "promialdf=pd.concat([positive_proxmaldf,negative_promdf],axis=0)\n", "promialdf" ] }, { "cell_type": "code", "execution_count": 28, "id": "ff8f73e4-76f9-4a0c-b3a1-47e351d3e19b", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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indexcluster_startcluster_endcluster_scorecluster_strandgene_startgene_endgene_scoregene_strandoriginal_cluster_idcluster_chrgene_chrgene_idgene_namePAS
9108chr7_117668613_117668665*ENSG00000001626.181176686131176686650+1172871191177159710+chr7_+_117668613_117668665,chr7_+_117668616_11...chr7chr7ENSG00000001626.18CFTR117668665
11675chr7_92401340_92401383*ENSG00000001629.1092401340924013830+92245973924013830+chr7_+_92401340_92401383,chr7_+_92401346_92401...chr7chr7ENSG00000001629.10ANKIB192401383
4407chr2_201171638_201171754*ENSG00000003402.212011716382011717540+2011161532011766870+chr2_+_201171638_201171736,chr2_+_201171647_20...chr2chr2ENSG00000003402.21CFLAR201171754
278chr12_2803890_2803966*ENSG00000004478.8280389028039660+279496928054230+chr12_+_2803890_2803959,chr12_+_2803893_280396...chr12chr12ENSG00000004478.8FKBP42803966
6619chrX_11123040_11123086*ENSG00000004961.1511123040111230860+11111300111230860+chrX_+_11123040_11123082,chrX_+_11123043_11123...chrXchrXENSG00000004961.15HCCS11123086
................................................
8272chr16_75501692_75501767*ENSG00000291051.175501692755017670-75501692755173350-chr16_-_75501692_75501714,chr16_-_75501692_755...chr16chr16ENSG00000291051.1ENSG0000029105175501692
6825chr5_1628513_1628550*ENSG00000291079.1162851316285500-159891916340140-chr5_-_1628513_1628532,chr5_-_1628515_1628550,...chr5chr5ENSG00000291079.1ENSG000002910791628513
4747chr7_66553532_66553614*ENSG00000291136.166553532665536140-66526087665923970-chr7_-_66553532_66553614,chr7_-_66553564_66553...chr7chr7ENSG00000291136.1ENSG0000029113666553532
9864chr7_100320908_100320958*ENSG00000291178.11003209081003209580-1003000191003363070-chr7_-_100320908_100320939,chr7_-_100320911_10...chr7chr7ENSG00000291178.1ENSG00000291178100320908
10558chr6_159679058_159679163*ENSG00000291237.11596790581596791630-1596690681597625290-chr6_-_159679058_159679149,chr6_-_159679058_15...chr6chr6ENSG00000291237.1SOD2159679058
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2953 rows × 15 columns

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" ], "text/plain": [ " index cluster_start \\\n", "9108 chr7_117668613_117668665*ENSG00000001626.18 117668613 \n", "11675 chr7_92401340_92401383*ENSG00000001629.10 92401340 \n", "4407 chr2_201171638_201171754*ENSG00000003402.21 201171638 \n", "278 chr12_2803890_2803966*ENSG00000004478.8 2803890 \n", "6619 chrX_11123040_11123086*ENSG00000004961.15 11123040 \n", "... ... ... \n", "8272 chr16_75501692_75501767*ENSG00000291051.1 75501692 \n", "6825 chr5_1628513_1628550*ENSG00000291079.1 1628513 \n", "4747 chr7_66553532_66553614*ENSG00000291136.1 66553532 \n", "9864 chr7_100320908_100320958*ENSG00000291178.1 100320908 \n", "10558 chr6_159679058_159679163*ENSG00000291237.1 159679058 \n", "\n", " cluster_end cluster_score cluster_strand gene_start gene_end \\\n", "9108 117668665 0 + 117287119 117715971 \n", "11675 92401383 0 + 92245973 92401383 \n", "4407 201171754 0 + 201116153 201176687 \n", "278 2803966 0 + 2794969 2805423 \n", "6619 11123086 0 + 11111300 11123086 \n", "... ... ... ... ... ... \n", "8272 75501767 0 - 75501692 75517335 \n", "6825 1628550 0 - 1598919 1634014 \n", "4747 66553614 0 - 66526087 66592397 \n", "9864 100320958 0 - 100300019 100336307 \n", "10558 159679163 0 - 159669068 159762529 \n", "\n", " gene_score gene_strand \\\n", "9108 0 + \n", "11675 0 + \n", "4407 0 + \n", "278 0 + \n", "6619 0 + \n", "... ... ... \n", "8272 0 - \n", "6825 0 - \n", "4747 0 - \n", "9864 0 - \n", "10558 0 - \n", "\n", " original_cluster_id cluster_chr gene_chr \\\n", "9108 chr7_+_117668613_117668665,chr7_+_117668616_11... chr7 chr7 \n", "11675 chr7_+_92401340_92401383,chr7_+_92401346_92401... chr7 chr7 \n", "4407 chr2_+_201171638_201171736,chr2_+_201171647_20... chr2 chr2 \n", "278 chr12_+_2803890_2803959,chr12_+_2803893_280396... chr12 chr12 \n", "6619 chrX_+_11123040_11123082,chrX_+_11123043_11123... chrX chrX \n", "... ... ... ... \n", "8272 chr16_-_75501692_75501714,chr16_-_75501692_755... chr16 chr16 \n", "6825 chr5_-_1628513_1628532,chr5_-_1628515_1628550,... chr5 chr5 \n", "4747 chr7_-_66553532_66553614,chr7_-_66553564_66553... chr7 chr7 \n", "9864 chr7_-_100320908_100320939,chr7_-_100320911_10... chr7 chr7 \n", "10558 chr6_-_159679058_159679149,chr6_-_159679058_15... chr6 chr6 \n", "\n", " gene_id gene_name PAS \n", "9108 ENSG00000001626.18 CFTR 117668665 \n", "11675 ENSG00000001629.10 ANKIB1 92401383 \n", "4407 ENSG00000003402.21 CFLAR 201171754 \n", "278 ENSG00000004478.8 FKBP4 2803966 \n", "6619 ENSG00000004961.15 HCCS 11123086 \n", "... ... ... ... \n", "8272 ENSG00000291051.1 ENSG00000291051 75501692 \n", "6825 ENSG00000291079.1 ENSG00000291079 1628513 \n", "4747 ENSG00000291136.1 ENSG00000291136 66553532 \n", "9864 ENSG00000291178.1 ENSG00000291178 100320908 \n", "10558 ENSG00000291237.1 SOD2 159679058 \n", "\n", "[2953 rows x 15 columns]" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "distaldf=pd.concat([positive_distaldf,negative_distaldf],axis=0)\n", "distaldf" ] }, { "cell_type": "markdown", "id": "197b64eb-ab1a-463c-971d-3c6551fbfde0", "metadata": {}, "source": [ "Select genes with two or more than two PASs. " ] }, { "cell_type": "code", "execution_count": 29, "id": "b6c75ab2-d093-490b-bcd8-453b539287e0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "View of AnnData object with n_obs × n_vars = 14537 × 2953\n", " obs: 'celltype', 'sample_id', 'organ'\n", " var: 'gene_ids', 'feature_types', 'gene_name'\n", " uns: 'celltype_colors', 'log1p', 'raw_count'\n", " obsm: 'X_tsne'" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "keepexpadata=expadata[adata.obs.index.tolist(),distaldf['gene_id'].tolist()]\n", "keepexpadata" ] }, { "cell_type": "code", "execution_count": 30, "id": "5a6bb662-d7f1-4444-b77a-2f7df5b4c7e1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 14537 × 2953\n", " obs: 'celltype', 'sample_id', 'organ'\n", " var: 'gene_ids', 'feature_types', 'gene_name'\n", " uns: 'celltype_colors', 'log1p', 'raw_count'\n", " obsm: 'X_tsne'" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "keepexpadata.obs\n", "\n", "keepexpadata.obs=adata.obs\n", "keepexpadata" ] }, { "cell_type": "markdown", "id": "1c758374-3edd-4e00-946c-d9b871072294", "metadata": {}, "source": [ "Select proximal PAS" ] }, { "cell_type": "code", "execution_count": 31, "id": "b021ce34-8830-4960-8885-86bfef2c0ca6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "View of AnnData object with n_obs × n_vars = 14537 × 2953\n", " obs: 'celltype', 'sample_id', 'organ'\n", " var: 'cluster_start', 'cluster_end', 'cluster_score', 'cluster_strand', 'gene_start', 'gene_end', 'gene_score', 'gene_strand', 'original_cluster_id', 'cluster_chr', 'gene_chr', 'gene_id', 'gene_name'\n", " obsm: 'X_tsne'" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "isoform1adata=adata[:,promialdf.index.tolist()]\n", "isoform1adata" ] }, { "cell_type": "markdown", "id": "437a0597-771d-4031-94d8-5f8df530af51", "metadata": {}, "source": [ "Select distal PAS" ] }, { "cell_type": "code", "execution_count": 32, "id": "f530097f-20fb-4f48-bd0a-5327b4175efe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "View of AnnData object with n_obs × n_vars = 14537 × 2953\n", " obs: 'celltype', 'sample_id', 'organ'\n", " var: 'cluster_start', 'cluster_end', 'cluster_score', 'cluster_strand', 'gene_start', 'gene_end', 'gene_score', 'gene_strand', 'original_cluster_id', 'cluster_chr', 'gene_chr', 'gene_id', 'gene_name'\n", " obsm: 'X_tsne'" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "isoform2adata=adata[:,distaldf.index.tolist()]\n", "isoform2adata" ] }, { "cell_type": "markdown", "id": "e2bcad99-e31b-4778-acbf-dcfb8c889da4", "metadata": {}, "source": [ "Add proximal PAS and distal PAS exp to gene exp h5ad layers" ] }, { "cell_type": "code", "execution_count": 33, "id": "702b8a63-db3a-44ed-918e-341ac56b6ccc", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Index(['chr7_117668613_117668665*ENSG00000001626.18',\n", " 'chr7_92401340_92401383*ENSG00000001629.10',\n", " 'chr2_201171638_201171754*ENSG00000003402.21',\n", " 'chr12_2803890_2803966*ENSG00000004478.8',\n", " 'chrX_11123040_11123086*ENSG00000004961.15',\n", " 'chr16_20797566_20797581*ENSG00000005187.12',\n", " 'chr19_2354757_2354805*ENSG00000005206.17',\n", " 'chr7_87399740_87399794*ENSG00000005469.12',\n", " 'chr17_50111006_50111060*ENSG00000005882.12',\n", " 'chr17_35726370_35726413*ENSG00000006125.18',\n", " ...\n", " 'chr17_38733897_38733936*ENSG00000277258.5',\n", " 'chr17_37610316_37610331*ENSG00000278053.5',\n", " 'chr17_36495635_36495663*ENSG00000278259.5',\n", " 'chr12_122870058_122870086*ENSG00000280138.1',\n", " 'chr2_203238213_203238277*ENSG00000289294.2',\n", " 'chr16_75501692_75501767*ENSG00000291051.1',\n", " 'chr5_1628513_1628550*ENSG00000291079.1',\n", " 'chr7_66553532_66553614*ENSG00000291136.1',\n", " 'chr7_100320908_100320958*ENSG00000291178.1',\n", " 'chr6_159679058_159679163*ENSG00000291237.1'],\n", " dtype='object', length=2953)" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "isoform2adata.var.index" ] }, { "cell_type": "code", "execution_count": 34, "id": "11d3d6dc-c07a-4c1c-845c-8de4dfaade22", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 14537 × 2953\n", " obs: 'celltype', 'sample_id', 'organ'\n", " var: 'gene_ids', 'feature_types', 'gene_name'\n", " uns: 'celltype_colors', 'log1p', 'raw_count'\n", " obsm: 'X_tsne'\n", " layers: 'isoform1', 'isoform2'" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "keepexpadata.layers['isoform1']=isoform1adata.X\n", "keepexpadata.layers['isoform2']=isoform2adata.X\n", "\n", "keepexpadata" ] }, { "cell_type": "markdown", "id": "90b82f6e-0be1-45ab-858a-610631aafbed", "metadata": {}, "source": [ "Add proximal and distal PAS name to the isoform1_name and isoform2_name" ] }, { "cell_type": "code", "execution_count": 35, "id": "9ebfaf7e-5194-4167-b947-7aeb0c30328f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 14537 × 2953\n", " obs: 'celltype', 'sample_id', 'organ'\n", " var: 'gene_ids', 'feature_types', 'gene_name', 'isoform1_name', 'isoform2_name'\n", " uns: 'celltype_colors', 'log1p', 'raw_count'\n", " obsm: 'X_tsne'\n", " layers: 'isoform1', 'isoform2'" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "keepexpadata.var['isoform1_name']=isoform1adata.var.index.values\n", "keepexpadata.var['isoform2_name']=isoform2adata.var.index.values\n", "keepexpadata" ] }, { "cell_type": "markdown", "id": "4a2561d6-5d7e-476a-869b-a0af2e6ef471", "metadata": {}, "source": [ "BRIE require that layers['ambiguous'] must included." ] }, { "cell_type": "code", "execution_count": 36, "id": "3c93b676-6c7a-4fc3-8949-514930693636", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 14537 × 2953\n", " obs: 'celltype', 'sample_id', 'organ'\n", " var: 'gene_ids', 'feature_types', 'gene_name', 'isoform1_name', 'isoform2_name'\n", " uns: 'celltype_colors', 'log1p', 'raw_count'\n", " obsm: 'X_tsne'\n", " layers: 'isoform1', 'isoform2', 'ambiguous'" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "keepexpadata.layers['ambiguous']=np.zeros((14537, 2953))\n", "keepexpadata" ] }, { "cell_type": "code", "execution_count": 37, "id": "1b55c8c1-155e-4ed9-a2b1-428924731739", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "<14537x2953 sparse matrix of type ''\n", "\twith 15615174 stored elements in Compressed Sparse Row format>" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "keepexpadata.X" ] }, { "cell_type": "markdown", "id": "a113f05f-28ab-4a48-b6fb-60ab7073eac0", "metadata": {}, "source": [ "To run BRIE smoothly, we should change the data type of layers" ] }, { "cell_type": "code", "execution_count": 38, "id": "ddcba546-f961-4ddb-a2b8-7599568846e6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 14537 × 2953\n", " obs: 'celltype', 'sample_id', 'organ'\n", " var: 'gene_ids', 'feature_types', 'gene_name', 'isoform1_name', 'isoform2_name'\n", " uns: 'celltype_colors', 'log1p', 'raw_count'\n", " obsm: 'X_tsne'\n", " layers: 'isoform1', 'isoform2', 'ambiguous'" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "keepexpadata.X=keepexpadata.X.astype('float32')\n", "keepexpadata.layers['isoform1']=keepexpadata.layers['isoform1'].astype('float32')\n", "keepexpadata.layers['isoform2']=keepexpadata.layers['isoform2'].astype('float32')\n", "keepexpadata.layers['ambiguous']=keepexpadata.layers['ambiguous'].astype('float32')\n", "keepexpadata" ] }, { "cell_type": "markdown", "id": "a62c7c3c-24b1-480f-b6e6-34adbb105595", "metadata": {}, "source": [ "All of the isoform1, isofrom2 and gene exp should be raw count" ] }, { "cell_type": "code", "execution_count": 39, "id": "e377bdda-0176-4684-9fa1-206f57cd5a98", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[0., 0., 0., ..., 0., 0., 0.],\n", " [0., 2., 1., ..., 1., 0., 3.],\n", " [0., 0., 0., ..., 0., 0., 2.],\n", " ...,\n", " [1., 0., 0., ..., 0., 0., 1.],\n", " [1., 0., 0., ..., 1., 0., 2.],\n", " [3., 0., 0., ..., 0., 0., 0.]], dtype=float32)" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ "keepexpadata.X.toarray()" ] }, { "cell_type": "code", "execution_count": 40, "id": "ced33c4d-87f8-4086-968b-ac44222296ca", "metadata": {}, "outputs": [], "source": [ "keepexpadata.write('/mnt/ruiyanhou/nfs_share2/three_primer/human_intestinal/run_BRIE/express_to_brie.h5ad')" ] }, { "cell_type": "markdown", "id": "ec113f7d-753a-47df-bf98-364662d4d672", "metadata": {}, "source": [ "**Prepare design matrix**" ] }, { "cell_type": "markdown", "id": "af21f302-16de-48f6-bd29-38dc0f7bea8d", "metadata": {}, "source": [ "Design matrix should be designed according to your ultimate goal. \n", "For example, here if you want to detect differential PAS signal between one cell type with remaining other cell type. You could build design matrix according to following code. " ] }, { "cell_type": "code", "execution_count": 41, "id": "445414c1-bc21-4dd1-8d68-4eb8f4a6baa4", "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import scanpy as sc\n", "import numpy as np" ] }, { "cell_type": "code", "execution_count": 42, "id": "4ee1772e-9da0-4f3e-9250-5d862bf4d05d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 14537 × 2953\n", " obs: 'celltype', 'sample_id', 'organ'\n", " var: 'gene_ids', 'feature_types', 'gene_name', 'isoform1_name', 'isoform2_name'\n", " uns: 'celltype_colors', 'log1p', 'raw_count'\n", " obsm: 'X_tsne'\n", " layers: 'ambiguous', 'isoform1', 'isoform2'" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "keepexpadata=sc.read('/mnt/ruiyanhou/nfs_share2/three_primer/human_intestinal/run_BRIE/express_to_brie.h5ad')\n", "keepexpadata" ] }, { "cell_type": "code", "execution_count": 43, "id": "a65fff05-dbe6-48d2-8f4f-09f70ef2006e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "<14537x2953 sparse matrix of type ''\n", "\twith 15615174 stored elements in Compressed Sparse Row format>" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "keepexpadata.X" ] }, { "cell_type": "code", "execution_count": 44, "id": "2b43d4d5-997b-42d6-a747-5dfa40418fef", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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celltype
ACTTACTCAGATGGCA-SRR8513794Enterocyte
CTCTACGGTTCCATGA-SRR8513794Enterocyte
AAGGCAGTCTACTTAC-SRR8513794Enterocyte
GGGACCTAGAAACGCC-SRR8513794Enterocyte
AGCGTATTCAGGCGAA-SRR8513794Enterocyte
......
TCAGGATGTACCGCTG-SRR8513799Paneth-like
CGCTTCAGTCAAAGCG-SRR8513799Progenitor
AGAGCTTTCAGAGGTG-SRR8513799Progenitor
TCCACACAGCGATTCT-SRR8513799Progenitor
CATCCACAGGTCATCT-SRR8513799Progenitor
\n", "

14537 rows × 1 columns

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" ], "text/plain": [ " celltype\n", "ACTTACTCAGATGGCA-SRR8513794 Enterocyte\n", "CTCTACGGTTCCATGA-SRR8513794 Enterocyte\n", "AAGGCAGTCTACTTAC-SRR8513794 Enterocyte\n", "GGGACCTAGAAACGCC-SRR8513794 Enterocyte\n", "AGCGTATTCAGGCGAA-SRR8513794 Enterocyte\n", "... ...\n", "TCAGGATGTACCGCTG-SRR8513799 Paneth-like\n", "CGCTTCAGTCAAAGCG-SRR8513799 Progenitor\n", "AGAGCTTTCAGAGGTG-SRR8513799 Progenitor\n", "TCCACACAGCGATTCT-SRR8513799 Progenitor\n", "CATCCACAGGTCATCT-SRR8513799 Progenitor\n", "\n", "[14537 rows x 1 columns]" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cellclusterdf=pd.DataFrame(keepexpadata.obs['celltype'])\n", "cellclusterdf" ] }, { "cell_type": "code", "execution_count": 45, "id": "6d5165bb-6b8e-4d46-a857-7f6ce5464306", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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celltype_Enteriendocrinecelltype_Enterocytecelltype_Gobletcelltype_Paneth-likecelltype_Progenitorcelltype_Stem Cellcelltype_TA
ACTTACTCAGATGGCA-SRR85137940100000
CTCTACGGTTCCATGA-SRR85137940100000
AAGGCAGTCTACTTAC-SRR85137940100000
GGGACCTAGAAACGCC-SRR85137940100000
AGCGTATTCAGGCGAA-SRR85137940100000
........................
TCAGGATGTACCGCTG-SRR85137990001000
CGCTTCAGTCAAAGCG-SRR85137990000100
AGAGCTTTCAGAGGTG-SRR85137990000100
TCCACACAGCGATTCT-SRR85137990000100
CATCCACAGGTCATCT-SRR85137990000100
\n", "

14537 rows × 7 columns

\n", "
" ], "text/plain": [ " celltype_Enteriendocrine celltype_Enterocyte \\\n", "ACTTACTCAGATGGCA-SRR8513794 0 1 \n", "CTCTACGGTTCCATGA-SRR8513794 0 1 \n", "AAGGCAGTCTACTTAC-SRR8513794 0 1 \n", "GGGACCTAGAAACGCC-SRR8513794 0 1 \n", "AGCGTATTCAGGCGAA-SRR8513794 0 1 \n", "... ... ... \n", "TCAGGATGTACCGCTG-SRR8513799 0 0 \n", "CGCTTCAGTCAAAGCG-SRR8513799 0 0 \n", "AGAGCTTTCAGAGGTG-SRR8513799 0 0 \n", "TCCACACAGCGATTCT-SRR8513799 0 0 \n", "CATCCACAGGTCATCT-SRR8513799 0 0 \n", "\n", " celltype_Goblet celltype_Paneth-like \\\n", "ACTTACTCAGATGGCA-SRR8513794 0 0 \n", "CTCTACGGTTCCATGA-SRR8513794 0 0 \n", "AAGGCAGTCTACTTAC-SRR8513794 0 0 \n", "GGGACCTAGAAACGCC-SRR8513794 0 0 \n", "AGCGTATTCAGGCGAA-SRR8513794 0 0 \n", "... ... ... \n", "TCAGGATGTACCGCTG-SRR8513799 0 1 \n", "CGCTTCAGTCAAAGCG-SRR8513799 0 0 \n", "AGAGCTTTCAGAGGTG-SRR8513799 0 0 \n", "TCCACACAGCGATTCT-SRR8513799 0 0 \n", "CATCCACAGGTCATCT-SRR8513799 0 0 \n", "\n", " celltype_Progenitor celltype_Stem Cell \\\n", "ACTTACTCAGATGGCA-SRR8513794 0 0 \n", "CTCTACGGTTCCATGA-SRR8513794 0 0 \n", "AAGGCAGTCTACTTAC-SRR8513794 0 0 \n", "GGGACCTAGAAACGCC-SRR8513794 0 0 \n", "AGCGTATTCAGGCGAA-SRR8513794 0 0 \n", "... ... ... \n", "TCAGGATGTACCGCTG-SRR8513799 0 0 \n", "CGCTTCAGTCAAAGCG-SRR8513799 1 0 \n", "AGAGCTTTCAGAGGTG-SRR8513799 1 0 \n", "TCCACACAGCGATTCT-SRR8513799 1 0 \n", "CATCCACAGGTCATCT-SRR8513799 1 0 \n", "\n", " celltype_TA \n", "ACTTACTCAGATGGCA-SRR8513794 0 \n", "CTCTACGGTTCCATGA-SRR8513794 0 \n", "AAGGCAGTCTACTTAC-SRR8513794 0 \n", "GGGACCTAGAAACGCC-SRR8513794 0 \n", "AGCGTATTCAGGCGAA-SRR8513794 0 \n", "... ... \n", "TCAGGATGTACCGCTG-SRR8513799 0 \n", "CGCTTCAGTCAAAGCG-SRR8513799 0 \n", "AGAGCTTTCAGAGGTG-SRR8513799 0 \n", "TCCACACAGCGATTCT-SRR8513799 0 \n", "CATCCACAGGTCATCT-SRR8513799 0 \n", "\n", "[14537 rows x 7 columns]" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cdrcelltypedf=pd.get_dummies(cellclusterdf.celltype, prefix='celltype',dtype='int')\n", "cdrcelltypedf" ] }, { "cell_type": "markdown", "id": "c31918f3-8f08-4496-bea7-910070f49317", "metadata": {}, "source": [ "cdr is the cell detection rate. That is the proportion of gene in the all genes for this cell." ] }, { "cell_type": "code", "execution_count": 46, "id": "58a7d855-5d74-406e-86de-dd97f0984e2e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([0.18726719, 0.3616661 , 0.28581104, ..., 0.20690823, 0.51269895,\n", " 0.26176769])" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cdr=np.array((keepexpadata.X > 0).mean(1))[:,0]\n", "cdr" ] }, { "cell_type": "code", "execution_count": 47, "id": "73d4882d-9bda-48c8-a761-efda920c14b8", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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celltype_Enteriendocrinecelltype_Enterocytecelltype_Gobletcelltype_Paneth-likecelltype_Progenitorcelltype_Stem Cellcelltype_TAdetect_rate
ACTTACTCAGATGGCA-SRR851379401000000.187267
CTCTACGGTTCCATGA-SRR851379401000000.361666
AAGGCAGTCTACTTAC-SRR851379401000000.285811
GGGACCTAGAAACGCC-SRR851379401000000.309177
AGCGTATTCAGGCGAA-SRR851379401000000.185235
...........................
TCAGGATGTACCGCTG-SRR851379900010000.190992
CGCTTCAGTCAAAGCG-SRR851379900001000.304775
AGAGCTTTCAGAGGTG-SRR851379900001000.206908
TCCACACAGCGATTCT-SRR851379900001000.512699
CATCCACAGGTCATCT-SRR851379900001000.261768
\n", "

14537 rows × 8 columns

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" ], "text/plain": [ " celltype_Enteriendocrine celltype_Enterocyte \\\n", "ACTTACTCAGATGGCA-SRR8513794 0 1 \n", "CTCTACGGTTCCATGA-SRR8513794 0 1 \n", "AAGGCAGTCTACTTAC-SRR8513794 0 1 \n", "GGGACCTAGAAACGCC-SRR8513794 0 1 \n", "AGCGTATTCAGGCGAA-SRR8513794 0 1 \n", "... ... ... \n", "TCAGGATGTACCGCTG-SRR8513799 0 0 \n", "CGCTTCAGTCAAAGCG-SRR8513799 0 0 \n", "AGAGCTTTCAGAGGTG-SRR8513799 0 0 \n", "TCCACACAGCGATTCT-SRR8513799 0 0 \n", "CATCCACAGGTCATCT-SRR8513799 0 0 \n", "\n", " celltype_Goblet celltype_Paneth-like \\\n", "ACTTACTCAGATGGCA-SRR8513794 0 0 \n", "CTCTACGGTTCCATGA-SRR8513794 0 0 \n", "AAGGCAGTCTACTTAC-SRR8513794 0 0 \n", "GGGACCTAGAAACGCC-SRR8513794 0 0 \n", "AGCGTATTCAGGCGAA-SRR8513794 0 0 \n", "... ... ... \n", "TCAGGATGTACCGCTG-SRR8513799 0 1 \n", "CGCTTCAGTCAAAGCG-SRR8513799 0 0 \n", "AGAGCTTTCAGAGGTG-SRR8513799 0 0 \n", "TCCACACAGCGATTCT-SRR8513799 0 0 \n", "CATCCACAGGTCATCT-SRR8513799 0 0 \n", "\n", " celltype_Progenitor celltype_Stem Cell \\\n", "ACTTACTCAGATGGCA-SRR8513794 0 0 \n", "CTCTACGGTTCCATGA-SRR8513794 0 0 \n", "AAGGCAGTCTACTTAC-SRR8513794 0 0 \n", "GGGACCTAGAAACGCC-SRR8513794 0 0 \n", "AGCGTATTCAGGCGAA-SRR8513794 0 0 \n", "... ... ... \n", "TCAGGATGTACCGCTG-SRR8513799 0 0 \n", "CGCTTCAGTCAAAGCG-SRR8513799 1 0 \n", "AGAGCTTTCAGAGGTG-SRR8513799 1 0 \n", "TCCACACAGCGATTCT-SRR8513799 1 0 \n", "CATCCACAGGTCATCT-SRR8513799 1 0 \n", "\n", " celltype_TA detect_rate \n", "ACTTACTCAGATGGCA-SRR8513794 0 0.187267 \n", "CTCTACGGTTCCATGA-SRR8513794 0 0.361666 \n", "AAGGCAGTCTACTTAC-SRR8513794 0 0.285811 \n", "GGGACCTAGAAACGCC-SRR8513794 0 0.309177 \n", "AGCGTATTCAGGCGAA-SRR8513794 0 0.185235 \n", "... ... ... \n", "TCAGGATGTACCGCTG-SRR8513799 0 0.190992 \n", "CGCTTCAGTCAAAGCG-SRR8513799 0 0.304775 \n", "AGAGCTTTCAGAGGTG-SRR8513799 0 0.206908 \n", "TCCACACAGCGATTCT-SRR8513799 0 0.512699 \n", "CATCCACAGGTCATCT-SRR8513799 0 0.261768 \n", "\n", "[14537 rows x 8 columns]" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cdrcelltypedf['detect_rate']=cdr\n", "cdrcelltypedf" ] }, { "cell_type": "code", "execution_count": 48, "id": "f8ffb569-8e3a-432d-8471-edb9756a0340", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['celltype_Enteriendocrine',\n", " 'celltype_Enterocyte',\n", " 'celltype_Goblet',\n", " 'celltype_Paneth-like',\n", " 'celltype_Progenitor',\n", " 'celltype_Stem Cell',\n", " 'celltype_TA',\n", " 'detect_rate']" ] }, "execution_count": 48, "metadata": {}, "output_type": "execute_result" } ], "source": [ "columnsls=cdrcelltypedf.columns.tolist()\n", "columnsls" ] }, { "cell_type": "code", "execution_count": 49, "id": "220d2f56-287f-41c9-8c35-c742e04aca5b", "metadata": {}, "outputs": [], "source": [ "columnsls.remove('detect_rate')" ] }, { "cell_type": "markdown", "id": "be09ee1c-0ce8-4e5d-8ed9-86c2147d91b1", "metadata": {}, "source": [ "Here, we build design matrix for every cell type. We extract this cell type and the cdr to combine to design matrix." ] }, { "cell_type": "code", "execution_count": 50, "id": "38989eb3-1772-4042-9813-d91cccbef883", "metadata": {}, "outputs": [], "source": [ "columnsls\n", "\n", "for celltype in columnsls:\n", " cdrdf=cdrcelltypedf[[celltype,'detect_rate']]\n", " cdrdf.reset_index(inplace=True)\n", " celltype=celltype.replace(' ','_')\n", " outputfile='/mnt/ruiyanhou/nfs_share2/three_primer/human_intestinal/run_BRIE/'+celltype+'_cdr.tsv'\n", " cdrdf.to_csv(outputfile,sep='\\t',index=None)\n", "\n", " " ] }, { "cell_type": "markdown", "id": "545541de-46ee-43ea-98a0-d9432ee17317", "metadata": {}, "source": [ "**Run BRIE2**" ] }, { "cell_type": "markdown", "id": "dfcf1adc-3e42-49d6-b19b-11291b348254", "metadata": {}, "source": [ "Here, we compare each cell type with other cell types, respectively." ] }, { "cell_type": "code", "execution_count": null, "id": "ef6e4e0b-410d-4b55-85e0-6d2ee206ed8e", "metadata": {}, "outputs": [], "source": [ "#!/bin/bash\n", " \n", "arr=(Enteriendocrine Enterocyte Goblet Paneth-like Progenitor Stem_Cell TA)\n", "for i in ${arr[@]}\n", "do\n", "echao $i\n", "brie-quant -i /mnt/ruiyanhou/nfs_share2/three_primer/human_intestinal/run_BRIE/express_to_brie.h5ad \\\n", " -c /mnt/ruiyanhou/nfs_share2/three_primer/human_intestinal/run_BRIE/celltype_${i}_cdr.tsv \\\n", " -o /mnt/ruiyanhou/nfs_share2/three_primer/human_intestinal/run_BRIE/Brie_out/brie_${i}.h5ad \\\n", " --batchSize 1000000 --minCell 10 --interceptMode gene --testBase full --LRTindex 0\n", "done\n" ] }, { "cell_type": "code", "execution_count": null, "id": "c613cb90-cd05-485f-acc5-6746e7bf393f", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "b417546a-f7f7-47b2-b142-2562957822d8", "metadata": {}, "source": [ "**Get cell type-specific gene with alternative PAS**" ] }, { "cell_type": "code", "execution_count": 51, "id": "2c492e44-032c-4653-943d-ac4b7c27c6fa", "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import scanpy as sc" ] }, { "cell_type": "code", "execution_count": 52, "id": "3cfc263d-c81e-487a-a7e0-25016c88c923", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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GeneIDn_countsn_counts_uniqcdrinterceptsigmacelltype_Enterocyte_ceoffcelltype_Enterocyte_ELBO_gaincelltype_Enterocyte_pvalcelltype_Enterocyte_FDR
0ENSG00000001626.1823021230210.3287-3.206000.67350.5626012.850004.000000e-072.123000e-06
1ENSG00000001629.10763976390.17720.022360.4991-0.160102.662002.104000e-023.630000e-02
2ENSG00000003402.21951495140.38150.846700.64700.168004.501002.695000e-035.812000e-03
3ENSG00000004478.839699396990.4548-1.760000.29040.02193-0.164101.000000e+001.000000e+00
4ENSG00000004961.1521676216760.27122.078000.4786-0.124300.368203.908000e-014.731000e-01
.................................
2948ENSG00000291051.1436843680.1045-2.051000.59720.7061018.070001.831000e-098.393000e-09
2949ENSG00000291079.1654265420.10880.284500.4135-0.123002.159003.770000e-026.689000e-02
2950ENSG00000291136.1459545950.1897-0.165400.66730.243403.958004.900000e-031.172000e-02
2951ENSG00000291178.1557955790.1383-0.454700.59890.12200-1.324001.000000e+001.000000e+00
2952ENSG00000291237.128828288280.5867-1.359000.5105-0.01210-0.002931.000000e+001.000000e+00
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2953 rows × 10 columns

\n", "
" ], "text/plain": [ " GeneID n_counts n_counts_uniq cdr intercept sigma \\\n", "0 ENSG00000001626.18 23021 23021 0.3287 -3.20600 0.6735 \n", "1 ENSG00000001629.10 7639 7639 0.1772 0.02236 0.4991 \n", "2 ENSG00000003402.21 9514 9514 0.3815 0.84670 0.6470 \n", "3 ENSG00000004478.8 39699 39699 0.4548 -1.76000 0.2904 \n", "4 ENSG00000004961.15 21676 21676 0.2712 2.07800 0.4786 \n", "... ... ... ... ... ... ... \n", "2948 ENSG00000291051.1 4368 4368 0.1045 -2.05100 0.5972 \n", "2949 ENSG00000291079.1 6542 6542 0.1088 0.28450 0.4135 \n", "2950 ENSG00000291136.1 4595 4595 0.1897 -0.16540 0.6673 \n", "2951 ENSG00000291178.1 5579 5579 0.1383 -0.45470 0.5989 \n", "2952 ENSG00000291237.1 28828 28828 0.5867 -1.35900 0.5105 \n", "\n", " celltype_Enterocyte_ceoff celltype_Enterocyte_ELBO_gain \\\n", "0 0.56260 12.85000 \n", "1 -0.16010 2.66200 \n", "2 0.16800 4.50100 \n", "3 0.02193 -0.16410 \n", "4 -0.12430 0.36820 \n", "... ... ... \n", "2948 0.70610 18.07000 \n", "2949 -0.12300 2.15900 \n", "2950 0.24340 3.95800 \n", "2951 0.12200 -1.32400 \n", "2952 -0.01210 -0.00293 \n", "\n", " celltype_Enterocyte_pval celltype_Enterocyte_FDR \n", "0 4.000000e-07 2.123000e-06 \n", "1 2.104000e-02 3.630000e-02 \n", "2 2.695000e-03 5.812000e-03 \n", "3 1.000000e+00 1.000000e+00 \n", "4 3.908000e-01 4.731000e-01 \n", "... ... ... \n", "2948 1.831000e-09 8.393000e-09 \n", "2949 3.770000e-02 6.689000e-02 \n", "2950 4.900000e-03 1.172000e-02 \n", "2951 1.000000e+00 1.000000e+00 \n", "2952 1.000000e+00 1.000000e+00 \n", "\n", "[2953 rows x 10 columns]" ] }, "execution_count": 52, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df=pd.read_csv('/mnt/ruiyanhou/nfs_share2/three_primer/human_intestinal/run_BRIE/Brie_out/brie_Enterocyte.brie_ident.tsv',delimiter='\\t')\n", "df" ] }, { "cell_type": "code", "execution_count": 54, "id": "70e90ee3-5db0-4773-af94-38543b2d1b64", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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GeneIDn_countsn_counts_uniqcdrinterceptsigmacelltype_Enterocyte_ceoffcelltype_Enterocyte_ELBO_gaincelltype_Enterocyte_pvalcelltype_Enterocyte_FDR
0ENSG00000001626.1823021230210.3287-3.20600.67350.562612.8504.000000e-072.123000e-06
2ENSG00000003402.21951495140.38150.84670.64700.16804.5012.695000e-035.812000e-03
6ENSG00000005206.1717599175990.31371.08400.49570.352020.6601.288000e-101.111000e-09
7ENSG00000005469.12733673360.1894-1.52200.7429-0.24054.7142.137000e-034.916000e-03
8ENSG00000005882.1218954189540.3549-0.79980.5559-0.238810.8003.359000e-061.545000e-05
.................................
2934ENSG00000271447.618002180020.32370.45770.4665-0.477259.9306.771000e-287.448000e-27
2937ENSG00000272763.151545515450.62342.84900.42340.245312.5805.281000e-072.075000e-06
2941ENSG00000275718.285991859910.73672.45300.4224-0.341447.9801.174000e-221.076000e-21
2947ENSG00000289294.2628462840.10590.76750.49080.386611.3501.902000e-066.539000e-06
2948ENSG00000291051.1436843680.1045-2.05100.59720.706118.0701.831000e-098.393000e-09
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1266 rows × 10 columns

\n", "
" ], "text/plain": [ " GeneID n_counts n_counts_uniq cdr intercept sigma \\\n", "0 ENSG00000001626.18 23021 23021 0.3287 -3.2060 0.6735 \n", "2 ENSG00000003402.21 9514 9514 0.3815 0.8467 0.6470 \n", "6 ENSG00000005206.17 17599 17599 0.3137 1.0840 0.4957 \n", "7 ENSG00000005469.12 7336 7336 0.1894 -1.5220 0.7429 \n", "8 ENSG00000005882.12 18954 18954 0.3549 -0.7998 0.5559 \n", "... ... ... ... ... ... ... \n", "2934 ENSG00000271447.6 18002 18002 0.3237 0.4577 0.4665 \n", "2937 ENSG00000272763.1 51545 51545 0.6234 2.8490 0.4234 \n", "2941 ENSG00000275718.2 85991 85991 0.7367 2.4530 0.4224 \n", "2947 ENSG00000289294.2 6284 6284 0.1059 0.7675 0.4908 \n", "2948 ENSG00000291051.1 4368 4368 0.1045 -2.0510 0.5972 \n", "\n", " celltype_Enterocyte_ceoff celltype_Enterocyte_ELBO_gain \\\n", "0 0.5626 12.850 \n", "2 0.1680 4.501 \n", "6 0.3520 20.660 \n", "7 -0.2405 4.714 \n", "8 -0.2388 10.800 \n", "... ... ... \n", "2934 -0.4772 59.930 \n", "2937 0.2453 12.580 \n", "2941 -0.3414 47.980 \n", "2947 0.3866 11.350 \n", "2948 0.7061 18.070 \n", "\n", " celltype_Enterocyte_pval celltype_Enterocyte_FDR \n", "0 4.000000e-07 2.123000e-06 \n", "2 2.695000e-03 5.812000e-03 \n", "6 1.288000e-10 1.111000e-09 \n", "7 2.137000e-03 4.916000e-03 \n", "8 3.359000e-06 1.545000e-05 \n", "... ... ... \n", "2934 6.771000e-28 7.448000e-27 \n", "2937 5.281000e-07 2.075000e-06 \n", "2941 1.174000e-22 1.076000e-21 \n", "2947 1.902000e-06 6.539000e-06 \n", "2948 1.831000e-09 8.393000e-09 \n", "\n", "[1266 rows x 10 columns]" ] }, "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ "signdf=df[df['celltype_Enterocyte_FDR']<0.01]\n", "signdf" ] }, { "cell_type": "markdown", "id": "c706a7c7-b779-49a6-9d40-d79f9481c1e4", "metadata": {}, "source": [ "Here, we just want to get the relationship between gene id and gene name." ] }, { "cell_type": "code", "execution_count": 56, "id": "5126c370-0efa-4c79-b9c8-f8e121db81a6", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ChromosomeFeatureStartEndStrandGeneIDgene_name
0chr1gene1186814409+ENSG00000290825.1DDX11L2
1chr1gene1200913670+ENSG00000223972.6DDX11L1
2chr1gene2955331109+ENSG00000243485.5MIR1302-2HG
3chr1gene3036530503+ENSG00000284332.1MIR1302-2
4chr1gene5247253312+ENSG00000268020.3OR4G4P
........................
62576chrYgene2662651926627159-ENSG00000231514.1CCNQP2
62577chrYgene5701510457016096-ENSG00000292364.1AMD1P2
62578chrYgene5716551157165845-ENSG00000292367.1ELOCP24
62579chrYgene5717188957172769-ENSG00000292368.1TRPC6P1
62580chrYgene5720114257203357-ENSG00000292370.1WASIR1
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62581 rows × 7 columns

\n", "
" ], "text/plain": [ " Chromosome Feature Start End Strand GeneID \\\n", "0 chr1 gene 11868 14409 + ENSG00000290825.1 \n", "1 chr1 gene 12009 13670 + ENSG00000223972.6 \n", "2 chr1 gene 29553 31109 + ENSG00000243485.5 \n", "3 chr1 gene 30365 30503 + ENSG00000284332.1 \n", "4 chr1 gene 52472 53312 + ENSG00000268020.3 \n", "... ... ... ... ... ... ... \n", "62576 chrY gene 26626519 26627159 - ENSG00000231514.1 \n", "62577 chrY gene 57015104 57016096 - ENSG00000292364.1 \n", "62578 chrY gene 57165511 57165845 - ENSG00000292367.1 \n", "62579 chrY gene 57171889 57172769 - ENSG00000292368.1 \n", "62580 chrY gene 57201142 57203357 - ENSG00000292370.1 \n", "\n", " gene_name \n", "0 DDX11L2 \n", "1 DDX11L1 \n", "2 MIR1302-2HG \n", "3 MIR1302-2 \n", "4 OR4G4P \n", "... ... \n", "62576 CCNQP2 \n", "62577 AMD1P2 \n", "62578 ELOCP24 \n", "62579 TRPC6P1 \n", "62580 WASIR1 \n", "\n", "[62581 rows x 7 columns]" ] }, "execution_count": 56, "metadata": {}, "output_type": "execute_result" } ], "source": [ "refdf=pd.read_csv('/mnt/ruiyanhou/nfs_share2/three_primer/human_intestinal/run_scTail/SRR8513794-1/ref_file/ref_gene.tsv',delimiter='\\t')\n", "refdf.rename(columns={'gene_id':'GeneID'},inplace=True)\n", "refdf" ] }, { "cell_type": "code", "execution_count": 57, "id": "0845bbdd-addf-46c8-96b5-0125df7fd142", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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GeneIDn_countsn_counts_uniqcdrinterceptsigmacelltype_Enterocyte_ceoffcelltype_Enterocyte_ELBO_gaincelltype_Enterocyte_pvalcelltype_Enterocyte_FDRChromosomeFeatureStartEndStrandgene_name
0ENSG00000001626.1823021230210.3287-3.20600.67350.562612.8504.000000e-072.123000e-06chr7gene117287119117715971+CFTR
1ENSG00000003402.21951495140.38150.84670.64700.16804.5012.695000e-035.812000e-03chr2gene201116153201176687+CFLAR
2ENSG00000005206.1717599175990.31371.08400.49570.352020.6601.288000e-101.111000e-09chr19gene23286142355095+SPPL2B
3ENSG00000005469.12733673360.1894-1.52200.7429-0.24054.7142.137000e-034.916000e-03chr7gene8734566387399794+CROT
4ENSG00000005882.1218954189540.3549-0.79980.5559-0.238810.8003.359000e-061.545000e-05chr17gene5009473650112152+PDK2
...................................................
1261ENSG00000271447.618002180020.32370.45770.4665-0.477259.9306.771000e-287.448000e-27chr17gene3575624835795707-MMP28
1262ENSG00000272763.151545515450.62342.84900.42340.245312.5805.281000e-072.075000e-06chr17gene4863592248647023-LINC03057
1263ENSG00000275718.285991859910.73672.45300.4224-0.341447.9801.174000e-221.076000e-21chr17gene3599643936001553-CCL15
1264ENSG00000289294.2628462840.10590.76750.49080.386611.3501.902000e-066.539000e-06chr2gene203237260203239295-ENSG00000289294
1265ENSG00000291051.1436843680.1045-2.05100.59720.706118.0701.831000e-098.393000e-09chr16gene7550169275517335-ENSG00000291051
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1266 rows × 16 columns

\n", "
" ], "text/plain": [ " GeneID n_counts n_counts_uniq cdr intercept sigma \\\n", "0 ENSG00000001626.18 23021 23021 0.3287 -3.2060 0.6735 \n", "1 ENSG00000003402.21 9514 9514 0.3815 0.8467 0.6470 \n", "2 ENSG00000005206.17 17599 17599 0.3137 1.0840 0.4957 \n", "3 ENSG00000005469.12 7336 7336 0.1894 -1.5220 0.7429 \n", "4 ENSG00000005882.12 18954 18954 0.3549 -0.7998 0.5559 \n", "... ... ... ... ... ... ... \n", "1261 ENSG00000271447.6 18002 18002 0.3237 0.4577 0.4665 \n", "1262 ENSG00000272763.1 51545 51545 0.6234 2.8490 0.4234 \n", "1263 ENSG00000275718.2 85991 85991 0.7367 2.4530 0.4224 \n", "1264 ENSG00000289294.2 6284 6284 0.1059 0.7675 0.4908 \n", "1265 ENSG00000291051.1 4368 4368 0.1045 -2.0510 0.5972 \n", "\n", " celltype_Enterocyte_ceoff celltype_Enterocyte_ELBO_gain \\\n", "0 0.5626 12.850 \n", "1 0.1680 4.501 \n", "2 0.3520 20.660 \n", "3 -0.2405 4.714 \n", "4 -0.2388 10.800 \n", "... ... ... \n", "1261 -0.4772 59.930 \n", "1262 0.2453 12.580 \n", "1263 -0.3414 47.980 \n", "1264 0.3866 11.350 \n", "1265 0.7061 18.070 \n", "\n", " celltype_Enterocyte_pval celltype_Enterocyte_FDR Chromosome Feature \\\n", "0 4.000000e-07 2.123000e-06 chr7 gene \n", "1 2.695000e-03 5.812000e-03 chr2 gene \n", "2 1.288000e-10 1.111000e-09 chr19 gene \n", "3 2.137000e-03 4.916000e-03 chr7 gene \n", "4 3.359000e-06 1.545000e-05 chr17 gene \n", "... ... ... ... ... \n", "1261 6.771000e-28 7.448000e-27 chr17 gene \n", "1262 5.281000e-07 2.075000e-06 chr17 gene \n", "1263 1.174000e-22 1.076000e-21 chr17 gene \n", "1264 1.902000e-06 6.539000e-06 chr2 gene \n", "1265 1.831000e-09 8.393000e-09 chr16 gene \n", "\n", " Start End Strand gene_name \n", "0 117287119 117715971 + CFTR \n", "1 201116153 201176687 + CFLAR \n", "2 2328614 2355095 + SPPL2B \n", "3 87345663 87399794 + CROT \n", "4 50094736 50112152 + PDK2 \n", "... ... ... ... ... \n", "1261 35756248 35795707 - MMP28 \n", "1262 48635922 48647023 - LINC03057 \n", "1263 35996439 36001553 - CCL15 \n", "1264 203237260 203239295 - ENSG00000289294 \n", "1265 75501692 75517335 - ENSG00000291051 \n", "\n", "[1266 rows x 16 columns]" ] }, "execution_count": 57, "metadata": {}, "output_type": "execute_result" } ], "source": [ "signmergedf=signdf.merge(refdf,on='GeneID')\n", "signmergedf" ] }, { "cell_type": "code", "execution_count": 58, "id": "d38368f4-24af-4b3d-93a6-34ec6383a094", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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GeneIDn_countsn_counts_uniqcdrinterceptsigmacelltype_Enterocyte_ceoffcelltype_Enterocyte_ELBO_gaincelltype_Enterocyte_pvalcelltype_Enterocyte_FDRChromosomeFeatureStartEndStrandgene_name
534ENSG00000177410.1374463744630.8652-1.51000.69451.531001068.0000.000000e+000.000000e+00chr20gene4927817749299600+ZFAS1
538ENSG00000178980.1669851698510.8034-2.15200.56160.90540326.9003.203000e-1441.105000e-142chr19gene4777867647784686+SELENOW
197ENSG00000118363.1363373633730.5862-0.48440.40940.72190327.0002.876000e-1441.985000e-142chr11gene7494926074979033+SPCS2
627ENSG00000232112.378936789360.97060.37970.37500.48340251.6001.851000e-1111.277000e-109chr3gene4844025648444208+TMA7
1209ENSG00000197746.1573204732040.8020-0.77270.39480.51830245.6008.110000e-1095.596000e-107chr10gene7181629771851251-PSAP
...................................................
157ENSG00000109854.1459105591050.6255-2.28100.4332-0.114704.1433.997000e-039.510000e-03chr11gene2036368420383782+HTATIP2
691ENSG00000070770.10440344030.13990.29700.5603-0.242304.1743.862000e-039.517000e-03chr16gene5815790658198106-CSNK2A2
985ENSG00000146247.1514341143410.33821.08700.47910.145504.4342.903000e-039.540000e-03chr6gene7893441879078287-PHIP
411ENSG00000158467.1710622106220.2798-1.46700.70690.073823.8465.548000e-039.816000e-03chr7gene129225029129430211+AHCYL2
8ENSG00000006652.1544880448800.54631.19700.32130.070323.9574.905000e-039.955000e-03chr7gene112422886112481017+IFRD1
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1266 rows × 16 columns

\n", "
" ], "text/plain": [ " GeneID n_counts n_counts_uniq cdr intercept sigma \\\n", "534 ENSG00000177410.13 74463 74463 0.8652 -1.5100 0.6945 \n", "538 ENSG00000178980.16 69851 69851 0.8034 -2.1520 0.5616 \n", "197 ENSG00000118363.13 63373 63373 0.5862 -0.4844 0.4094 \n", "627 ENSG00000232112.3 78936 78936 0.9706 0.3797 0.3750 \n", "1209 ENSG00000197746.15 73204 73204 0.8020 -0.7727 0.3948 \n", "... ... ... ... ... ... ... \n", "157 ENSG00000109854.14 59105 59105 0.6255 -2.2810 0.4332 \n", "691 ENSG00000070770.10 4403 4403 0.1399 0.2970 0.5603 \n", "985 ENSG00000146247.15 14341 14341 0.3382 1.0870 0.4791 \n", "411 ENSG00000158467.17 10622 10622 0.2798 -1.4670 0.7069 \n", "8 ENSG00000006652.15 44880 44880 0.5463 1.1970 0.3213 \n", "\n", " celltype_Enterocyte_ceoff celltype_Enterocyte_ELBO_gain \\\n", "534 1.53100 1068.000 \n", "538 0.90540 326.900 \n", "197 0.72190 327.000 \n", "627 0.48340 251.600 \n", "1209 0.51830 245.600 \n", "... ... ... \n", "157 -0.11470 4.143 \n", "691 -0.24230 4.174 \n", "985 0.14550 4.434 \n", "411 0.07382 3.846 \n", "8 0.07032 3.957 \n", "\n", " celltype_Enterocyte_pval celltype_Enterocyte_FDR Chromosome Feature \\\n", "534 0.000000e+00 0.000000e+00 chr20 gene \n", "538 3.203000e-144 1.105000e-142 chr19 gene \n", "197 2.876000e-144 1.985000e-142 chr11 gene \n", "627 1.851000e-111 1.277000e-109 chr3 gene \n", "1209 8.110000e-109 5.596000e-107 chr10 gene \n", "... ... ... ... ... \n", "157 3.997000e-03 9.510000e-03 chr11 gene \n", "691 3.862000e-03 9.517000e-03 chr16 gene \n", "985 2.903000e-03 9.540000e-03 chr6 gene \n", "411 5.548000e-03 9.816000e-03 chr7 gene \n", "8 4.905000e-03 9.955000e-03 chr7 gene \n", "\n", " Start End Strand gene_name \n", "534 49278177 49299600 + ZFAS1 \n", "538 47778676 47784686 + SELENOW \n", "197 74949260 74979033 + SPCS2 \n", "627 48440256 48444208 + TMA7 \n", "1209 71816297 71851251 - PSAP \n", "... ... ... ... ... \n", "157 20363684 20383782 + HTATIP2 \n", "691 58157906 58198106 - CSNK2A2 \n", "985 78934418 79078287 - PHIP \n", "411 129225029 129430211 + AHCYL2 \n", "8 112422886 112481017 + IFRD1 \n", "\n", "[1266 rows x 16 columns]" ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" } ], "source": [ "signmergedf.sort_values('celltype_Enterocyte_FDR',inplace=True)\n", "signmergedf" ] }, { "cell_type": "code", "execution_count": 60, "id": "a752dfcf-2351-4eb3-b52f-6ddc81ee0242", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 14537 × 62700\n", " obs: 'celltype', 'sample_id', 'organ'\n", " var: 'gene_ids', 'feature_types'\n", " uns: 'celltype_colors', 'log1p', 'raw_count'\n", " obsm: 'X_tsne'" ] }, "execution_count": 60, "metadata": {}, "output_type": "execute_result" } ], "source": [ "expadata=sc.read('/mnt/ruiyanhou/nfs_share2/three_primer/human_intestinal/human_intestinal_gene_exp_scale.h5ad')\n", "expadata" ] }, { "cell_type": "code", "execution_count": 61, "id": "c2562680-6114-41b2-8a81-669eb1136b29", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 14537 × 14025\n", " obs: 'celltype', 'sample_id', 'organ'\n", " var: 'cluster_start', 'cluster_end', 'cluster_score', 'cluster_strand', 'gene_start', 'gene_end', 'gene_score', 'gene_strand', 'original_cluster_id', 'cluster_chr', 'gene_chr', 'gene_id', 'gene_name'\n", " uns: 'log1p', 'neighbors', 'paga'\n", " obsm: 'X_pca', 'X_tsne'\n", " layers: 'raw_count'\n", " obsp: 'connectivities', 'distances'" ] }, "execution_count": 61, "metadata": {}, "output_type": "execute_result" } ], "source": [ "apaadata=sc.read('/mnt/ruiyanhou/nfs_share2/three_primer/human_intestinal/human_intestinal_APA_exp_scale.h5ad')\n", "apaadata" ] }, { "cell_type": "code", "execution_count": 62, "id": "11da664f-b92f-4a43-bc11-57ea365f27df", "metadata": {}, "outputs": [], "source": [ "def plot_tsne_gene(genename):\n", " sc.pl.tsne(expadata, color=['celltype',genename],cmap='YlOrRd')\n", " #plt.show()\n", " selectadata=apaadata[:,apaadata.var['gene_name']==genename]\n", " sc.pl.tsne(selectadata,color=selectadata.var.index.tolist(),cmap='YlOrRd')\n", " #plt.show()\n", " \n" ] }, { "cell_type": "code", "execution_count": 64, "id": "8b4f4d31-b7c8-4350-a0b4-df20bf8f4454", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/mnt/ruiyanhou/nfs_share2/conda_env/envs/basenji/lib/python3.8/site-packages/scanpy/plotting/_tools/scatterplots.py:391: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", " cax = scatter(\n" ] }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "plot_tsne_gene('ZFAS1')" ] }, { "cell_type": "markdown", "id": "892c437b-eef1-4a2e-8664-4476adae5332", "metadata": {}, "source": [ "**Valcano plot shows significant differential gene with APA**" ] }, { "cell_type": "code", "execution_count": 1, "id": "cdf1aede-c9bb-491b-a607-126c2a0f498e", "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np\n", "import scanpy as sc\n", "import matplotlib.pyplot as plt\n", "import brie" ] }, { "cell_type": "code", "execution_count": 2, "id": "e2f15084-7510-4421-b9af-eeeb9181b370", "metadata": {}, "outputs": [], "source": [ "def plot_valcano(celltype):\n", " inputfilePath='/mnt/ruiyanhou/nfs_share2/three_primer/human_intestinal/run_BRIE/Brie_out/brie_'+celltype+'.h5ad'\n", " adata=sc.read(inputfilePath)\n", " adata.var.index=adata.var['gene_name']\n", " brie.pl.volcano(adata, y='ELBO_gain', log_y=False, n_anno=5, score_red=3, adjust=True)\n", " plt.xlabel('cell_coeff: effect size on logit(Psi)')\n", " plt.title(celltype)\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 3, "id": "8a6332bb-86f3-4134-95f8-b88aa78a9dda", "metadata": {}, "outputs": [], "source": [ "celltypels=['Enterocyte','Goblet','Progenitor','TA']" ] }, { "cell_type": "code", "execution_count": 4, "id": "39995714-36b8-4962-88fe-43f9eb75546e", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/mnt/ruiyanhou/nfs_share2/conda_env/envs/Py39/lib/python3.9/site-packages/anndata-0.10.3-py3.9.egg/anndata/__init__.py:51: FutureWarning: `anndata.read` is deprecated, use `anndata.read_h5ad` instead. `ad.read` will be removed in mid 2024.\n", " warnings.warn(\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "/mnt/ruiyanhou/nfs_share2/conda_env/envs/Py39/lib/python3.9/site-packages/anndata-0.10.3-py3.9.egg/anndata/__init__.py:51: FutureWarning: `anndata.read` is deprecated, use `anndata.read_h5ad` instead. `ad.read` will be removed in mid 2024.\n", " warnings.warn(\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "/mnt/ruiyanhou/nfs_share2/conda_env/envs/Py39/lib/python3.9/site-packages/anndata-0.10.3-py3.9.egg/anndata/__init__.py:51: FutureWarning: `anndata.read` is deprecated, use `anndata.read_h5ad` instead. `ad.read` will be removed in mid 2024.\n", " warnings.warn(\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "/mnt/ruiyanhou/nfs_share2/conda_env/envs/Py39/lib/python3.9/site-packages/anndata-0.10.3-py3.9.egg/anndata/__init__.py:51: FutureWarning: `anndata.read` is deprecated, use `anndata.read_h5ad` instead. `ad.read` will be removed in mid 2024.\n", " warnings.warn(\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for celltype in celltypels:\n", " plot_valcano(celltype)\n", " \n", " " ] }, { "cell_type": "code", "execution_count": null, "id": "447fc66d-8350-4d8c-9508-33b04c0196d4", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "PY39", "language": "python", "name": "py39" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.18" } }, "nbformat": 4, "nbformat_minor": 5 }