{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Preprocessing Kotliarov et al. CITE-seq dataset.\n",
    "See https://www.nature.com/articles/s41591-020-0769-8. Data is avaliable at https://nih.figshare.com/articles/dataset/CITE-seq_protein-mRNA_single_cell_data_from_high_and_low_vaccine_responders_to_reproduce_Figs_4-6_and_associated_Extended_Data_Figs_/11349761?file=20706645."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "scanpy==1.4.6 anndata==0.7.3 umap==0.4.6 numpy==1.19.4 scipy==1.5.4 pandas==1.1.4 scikit-learn==0.23.2 statsmodels==0.12.1 python-igraph==0.8.3 louvain==0.6.1\n"
     ]
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import scanpy as sc\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import seaborn as sns\n",
    "\n",
    "sc.logging.print_versions()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "RNA_DIR = '../data/kotliarov-2020/rna/'\n",
    "CITE_DIR = '../data/kotliarov-2020/cite/'\n",
    "META_DIR = '../data/kotliarov-2020/'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Download and parse the data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First we extract the raw counts for rna and cite assays."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--2021-01-07 17:22:55--  https://nih.figshare.com/ndownloader/files/20706642\n",
      "Resolving nih.figshare.com (nih.figshare.com)... 99.81.178.193, 63.34.0.204\n",
      "Connecting to nih.figshare.com (nih.figshare.com)|99.81.178.193|:443... connected.\n",
      "HTTP request sent, awaiting response... 302 Found\n",
      "Location: https://s3-eu-west-1.amazonaws.com/pstorage-nih-eu-8068553525/20706642/H1_day0_demultilexed_singlets.RDS [following]\n",
      "--2021-01-07 17:22:56--  https://s3-eu-west-1.amazonaws.com/pstorage-nih-eu-8068553525/20706642/H1_day0_demultilexed_singlets.RDS\n",
      "Resolving s3-eu-west-1.amazonaws.com (s3-eu-west-1.amazonaws.com)... 52.218.37.91\n",
      "Connecting to s3-eu-west-1.amazonaws.com (s3-eu-west-1.amazonaws.com)|52.218.37.91|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 499125113 (476M) [application/octet-stream]\n",
      "Saving to: ‘../data/kotliarov-2020/H1_day0_demultilexed_singlets.rds’\n",
      "\n",
      "../data/kotliarov-2 100%[===================>] 476,00M   704KB/s    in 12m 8s  \n",
      "\n",
      "2021-01-07 17:35:04 (670 KB/s) - ‘../data/kotliarov-2020/H1_day0_demultilexed_singlets.rds’ saved [499125113/499125113]\n",
      "\n"
     ]
    }
   ],
   "source": [
    "!wget -O \"../data/kotliarov-2020/H1_day0_demultilexed_singlets.rds\" https://nih.figshare.com/ndownloader/files/20706642"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The rpy2.ipython extension is already loaded. To reload it, use:\n",
      "  %reload_ext rpy2.ipython\n"
     ]
    }
   ],
   "source": [
    "%load_ext rpy2.ipython"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "%%R\n",
    "library(Matrix)\n",
    "df = readRDS('../data/kotliarov-2020/H1_day0_demultilexed_singlets.rds')\n",
    "# save rna assay to later read into anndata object\n",
    "writeMM(obj = df@data, file='../data/kotliarov-2020/rna/matrix.mtx')\n",
    "gene_names = as.data.frame(df@data@Dimnames[1])\n",
    "colnames(gene_names) = c('name')\n",
    "write.csv(gene_names, '../data/kotliarov-2020/rna/gene_names.csv')\n",
    "cell_names = as.data.frame(df@data@Dimnames[2])\n",
    "colnames(cell_names) = c('name')\n",
    "write.csv(cell_names, '../data/kotliarov-2020/cell_names.csv')\n",
    "# save cite assay to later read into anndata object\n",
    "writeMM(obj = df@assay[[\"CITE\"]]@raw.data, file='../data/kotliarov-2020/cite/matrix.mtx')\n",
    "protein_names = as.data.frame(df@assay[[\"CITE\"]]@raw.data@Dimnames[1])\n",
    "colnames(protein_names) = c('name')\n",
    "write.csv(protein_names, '../data/kotliarov-2020/cite/protein_names.csv')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Next we need to extract cell labels from another file."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--2021-01-07 17:39:25--  https://nih.figshare.com/ndownloader/files/20706645\n",
      "Resolving nih.figshare.com (nih.figshare.com)... 63.34.0.204, 99.81.178.193\n",
      "Connecting to nih.figshare.com (nih.figshare.com)|63.34.0.204|:443... connected.\n",
      "HTTP request sent, awaiting response... 302 Found\n",
      "Location: https://s3-eu-west-1.amazonaws.com/pstorage-nih-eu-8068553525/20706645/H1_day0_scranNorm_adtbatchNorm_dist_clustered_TSNE_labels.rds [following]\n",
      "--2021-01-07 17:39:26--  https://s3-eu-west-1.amazonaws.com/pstorage-nih-eu-8068553525/20706645/H1_day0_scranNorm_adtbatchNorm_dist_clustered_TSNE_labels.rds\n",
      "Resolving s3-eu-west-1.amazonaws.com (s3-eu-west-1.amazonaws.com)... 52.218.41.171\n",
      "Connecting to s3-eu-west-1.amazonaws.com (s3-eu-west-1.amazonaws.com)|52.218.41.171|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 591964106 (565M) [application/octet-stream]\n",
      "Saving to: ‘../data/kotliarov-2020/H1_day0_scranNorm_adtbatchNorm_dist_clustered_TSNE_labels.rds’\n",
      "\n",
      "../data/kotliarov-2 100%[===================>] 564,54M   699KB/s    in 13m 55s \n",
      "\n",
      "2021-01-07 17:53:21 (692 KB/s) - ‘../data/kotliarov-2020/H1_day0_scranNorm_adtbatchNorm_dist_clustered_TSNE_labels.rds’ saved [591964106/591964106]\n",
      "\n"
     ]
    }
   ],
   "source": [
    "!wget -O \"../data/kotliarov-2020/H1_day0_scranNorm_adtbatchNorm_dist_clustered_TSNE_labels.rds\" https://nih.figshare.com/ndownloader/files/20706645"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "%%R\n",
    "df_labels = readRDS('../data/kotliarov-2020/H1_day0_scranNorm_adtbatchNorm_dist_clustered_TSNE_labels.rds')\n",
    "anno = cbind(df_labels@meta.data[[\"barcode_check\"]], df_labels@meta.data[[\"batch\"]], df_labels@meta.data[[\"K1\"]], df_labels@meta.data[[\"K2\"]], df_labels@meta.data[[\"K3\"]], df_labels@meta.data[[\"sample\"]])\n",
    "write.csv(anno, \"../data/kotliarov-2020/annotation.csv\", row.names = FALSE)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "R version 4.0.3 (2020-10-10)\n",
      "Platform: x86_64-apple-darwin17.0 (64-bit)\n",
      "Running under: macOS Big Sur 10.16\n",
      "\n",
      "Matrix products: default\n",
      "BLAS:   /Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/numpy/.dylibs/libopenblas.0.dylib\n",
      "LAPACK: /Library/Frameworks/R.framework/Versions/4.0/Resources/lib/libRlapack.dylib\n",
      "\n",
      "locale:\n",
      "[1] C/UTF-8/C/C/C/C\n",
      "\n",
      "attached base packages:\n",
      "[1] tools     stats     graphics  grDevices utils     datasets  methods  \n",
      "[8] base     \n",
      "\n",
      "other attached packages:\n",
      "[1] Matrix_1.2-18\n",
      "\n",
      "loaded via a namespace (and not attached):\n",
      "[1] compiler_4.0.3  grid_4.0.3      lattice_0.20-41\n"
     ]
    }
   ],
   "source": [
    "%%R\n",
    "sessionInfo()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Read the data into AnnData objects"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### RNA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 32738 × 58654"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scrna = sc.read_mtx(RNA_DIR+'matrix.mtx')\n",
    "scrna"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 58654 × 32738"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scrna = scrna.transpose()\n",
    "scrna"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['MIR1302-10', 'FAM138A', 'OR4F5', 'RP11-34P13.7', 'RP11-34P13.8',\n",
       "       'AL627309.1', 'RP11-34P13.14', 'RP11-34P13.9', 'AP006222.2',\n",
       "       'RP4-669L17.10',\n",
       "       ...\n",
       "       'KIR3DL2.1', 'AL590523.1', 'CT476828.1', 'PNRC2.1', 'SRSF10.1',\n",
       "       'AC145205.1', 'BAGE5', 'CU459201.1', 'AC002321.2', 'AC002321.1'],\n",
       "      dtype='object', length=32738)"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "genes=pd.read_csv(RNA_DIR+'gene_names.csv',index_col=0)\n",
    "scrna.var_names = list(genes['name'])\n",
    "scrna.var_names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['AAACCTGAGAGCCCAA_H1B1ln1', 'AAACCTGAGGCGTACA_H1B1ln1',\n",
       "       'AAACCTGCAGGTGGAT_H1B1ln1', 'AAACCTGCAGTATCTG_H1B1ln1',\n",
       "       'AAACCTGCATCACAAC_H1B1ln1', 'AAACCTGCATGGTCAT_H1B1ln1',\n",
       "       'AAACCTGGTAGAGTGC_H1B1ln1', 'AAACCTGGTTACCAGT_H1B1ln1',\n",
       "       'AAACCTGGTTCGGGCT_H1B1ln1', 'AAACCTGTCAAAGTAG_H1B1ln1',\n",
       "       ...\n",
       "       'TTTGTCAAGAAGGACA_H1B2ln6', 'TTTGTCAAGCGATCCC_H1B2ln6',\n",
       "       'TTTGTCACACCGAAAG_H1B2ln6', 'TTTGTCACAGAAGCAC_H1B2ln6',\n",
       "       'TTTGTCAGTACGACCC_H1B2ln6', 'TTTGTCAGTCAAACTC_H1B2ln6',\n",
       "       'TTTGTCATCCCATTTA_H1B2ln6', 'TTTGTCATCGAGAACG_H1B2ln6',\n",
       "       'TTTGTCATCGGTTCGG_H1B2ln6', 'TTTGTCATCTACCTGC_H1B2ln6'],\n",
       "      dtype='object', length=58654)"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "obs=pd.read_csv(META_DIR+'cell_names.csv',index_col=0)\n",
    "scrna.obs_names = list(obs['name'])\n",
    "scrna.obs_names"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### CITE"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 87 × 58654"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cite = sc.read_mtx(CITE_DIR+'matrix.mtx')\n",
    "cite"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 58654 × 87"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cite = cite.transpose()\n",
    "cite"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['AnnexinV_PROT', 'BTLA_PROT', 'CD117_PROT', 'CD123_PROT', 'CD13_PROT',\n",
       "       'CD133_PROT', 'CD134_PROT', 'CD137_PROT', 'CD141_PROT', 'CD152_PROT',\n",
       "       'CD161_PROT', 'CD163_PROT', 'CD18_PROT', 'CD184_PROT', 'CD19_PROT',\n",
       "       'CD1c_PROT', 'CD1d_PROT', 'CD2_PROT', 'CD206_PROT', 'CD21_PROT',\n",
       "       'CD223_PROT', 'CD24_PROT', 'CD244_PROT', 'CD273_PROT', 'CD294_PROT',\n",
       "       'CD3_PROT', 'CD303_PROT', 'CD32_PROT', 'CD357_PROT', 'CD366_PROT',\n",
       "       'CD39_PROT', 'CD40_PROT', 'CD57_PROT', 'CD62L_PROT', 'CD64_PROT',\n",
       "       'CD69_PROT', 'CD70_PROT', 'CD71_PROT', 'HLA-ABC_PROT', 'HLA-DR_PROT',\n",
       "       'IgA_PROT', 'KLRG1_PROT', 'TCRgd_PROT', 'CX3CR1_PROT', 'CD10_PROT',\n",
       "       'CD11c_PROT', 'CD138_PROT', 'CD14_PROT', 'CD16_PROT', 'CD185_PROT',\n",
       "       'CD195_PROT', 'CD196_PROT', 'CD197_PROT', 'CD25_PROT', 'CD27_PROT',\n",
       "       'CD278 _PROT', 'CD279_PROT', 'CD31_PROT', 'CD314 _PROT', 'CD38_PROT',\n",
       "       'CD4_PROT', 'CD45RA_PROT', 'CD56_PROT', 'CD8_PROT', 'IgD_PROT',\n",
       "       'IgM_PROT', 'MouseIgG1kappaisotype_PROT', 'MouseIgG2akappaisotype_PROT',\n",
       "       'Mouse IgG2bkIsotype_PROT', 'RatIgG2bkIsotype_PROT', 'CD103_PROT',\n",
       "       'CD275_PROT', 'CD28_PROT', 'CD45RO_PROT', 'CD5_PROT', 'CD90_PROT',\n",
       "       'CD11b_PROT', 'CD127_PROT', 'CD194_PROT', 'CD274_PROT', 'CD33_PROT',\n",
       "       'CD7_PROT', 'CD80_PROT', 'CD86_PROT', 'CD183_PROT', 'CD34_PROT',\n",
       "       'CD20_PROT'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "proteins=pd.read_csv(CITE_DIR+'protein_names.csv',index_col=0)\n",
    "cite.var_names = list(proteins['name'])\n",
    "cite.var_names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['AAACCTGAGAGCCCAA_H1B1ln1', 'AAACCTGAGGCGTACA_H1B1ln1',\n",
       "       'AAACCTGCAGGTGGAT_H1B1ln1', 'AAACCTGCAGTATCTG_H1B1ln1',\n",
       "       'AAACCTGCATCACAAC_H1B1ln1', 'AAACCTGCATGGTCAT_H1B1ln1',\n",
       "       'AAACCTGGTAGAGTGC_H1B1ln1', 'AAACCTGGTTACCAGT_H1B1ln1',\n",
       "       'AAACCTGGTTCGGGCT_H1B1ln1', 'AAACCTGTCAAAGTAG_H1B1ln1',\n",
       "       ...\n",
       "       'TTTGTCAAGAAGGACA_H1B2ln6', 'TTTGTCAAGCGATCCC_H1B2ln6',\n",
       "       'TTTGTCACACCGAAAG_H1B2ln6', 'TTTGTCACAGAAGCAC_H1B2ln6',\n",
       "       'TTTGTCAGTACGACCC_H1B2ln6', 'TTTGTCAGTCAAACTC_H1B2ln6',\n",
       "       'TTTGTCATCCCATTTA_H1B2ln6', 'TTTGTCATCGAGAACG_H1B2ln6',\n",
       "       'TTTGTCATCGGTTCGG_H1B2ln6', 'TTTGTCATCTACCTGC_H1B2ln6'],\n",
       "      dtype='object', length=58654)"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cite.obs_names = list(obs['name'])\n",
    "cite.obs_names"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Annotation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "anno = pd.read_csv(META_DIR+'annotation.csv')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Data Cleaning"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>V1</th>\n",
       "      <th>V2</th>\n",
       "      <th>V3</th>\n",
       "      <th>V4</th>\n",
       "      <th>V5</th>\n",
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       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>AAACCTGAGAGCCCAA_H1B1ln1</td>\n",
       "      <td>1</td>\n",
       "      <td>C5</td>\n",
       "      <td>C5.0</td>\n",
       "      <td>C5.0.0</td>\n",
       "      <td>256_d0</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AAACCTGAGGCGTACA_H1B1ln1</td>\n",
       "      <td>1</td>\n",
       "      <td>C6</td>\n",
       "      <td>C6.0</td>\n",
       "      <td>C6.0.0</td>\n",
       "      <td>273_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AAACCTGCAGGTGGAT_H1B1ln1</td>\n",
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       "      <td>C0</td>\n",
       "      <td>C0.0</td>\n",
       "      <td>C0.0.0</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AAACCTGCAGTATCTG_H1B1ln1</td>\n",
       "      <td>1</td>\n",
       "      <td>C0</td>\n",
       "      <td>C0.0</td>\n",
       "      <td>C0.0.0</td>\n",
       "      <td>200_d0</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>AAACCTGCATCACAAC_H1B1ln1</td>\n",
       "      <td>1</td>\n",
       "      <td>C2</td>\n",
       "      <td>C2.0</td>\n",
       "      <td>C2.0.0</td>\n",
       "      <td>233_d0</td>\n",
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       "    <tr>\n",
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       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53196</th>\n",
       "      <td>TTTGTCAGTACGACCC_H1B2ln6</td>\n",
       "      <td>2</td>\n",
       "      <td>C7</td>\n",
       "      <td>C7.0</td>\n",
       "      <td>C7.0.0</td>\n",
       "      <td>205_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53197</th>\n",
       "      <td>TTTGTCAGTCAAACTC_H1B2ln6</td>\n",
       "      <td>2</td>\n",
       "      <td>C7</td>\n",
       "      <td>C7.0</td>\n",
       "      <td>C7.0.0</td>\n",
       "      <td>205_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53198</th>\n",
       "      <td>TTTGTCATCCCATTTA_H1B2ln6</td>\n",
       "      <td>2</td>\n",
       "      <td>C5</td>\n",
       "      <td>C5.0</td>\n",
       "      <td>C5.0.0</td>\n",
       "      <td>268_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53199</th>\n",
       "      <td>TTTGTCATCGAGAACG_H1B2ln6</td>\n",
       "      <td>2</td>\n",
       "      <td>C2</td>\n",
       "      <td>C2.0</td>\n",
       "      <td>C2.0.0</td>\n",
       "      <td>234_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53200</th>\n",
       "      <td>TTTGTCATCTACCTGC_H1B2ln6</td>\n",
       "      <td>2</td>\n",
       "      <td>C5</td>\n",
       "      <td>C5.0</td>\n",
       "      <td>C5.0.1</td>\n",
       "      <td>205_d0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>53201 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                             V1  V2  V3    V4      V5      V6\n",
       "0      AAACCTGAGAGCCCAA_H1B1ln1   1  C5  C5.0  C5.0.0  256_d0\n",
       "1      AAACCTGAGGCGTACA_H1B1ln1   1  C6  C6.0  C6.0.0  273_d0\n",
       "2      AAACCTGCAGGTGGAT_H1B1ln1   1  C0  C0.0  C0.0.0  256_d0\n",
       "3      AAACCTGCAGTATCTG_H1B1ln1   1  C0  C0.0  C0.0.0  200_d0\n",
       "4      AAACCTGCATCACAAC_H1B1ln1   1  C2  C2.0  C2.0.0  233_d0\n",
       "...                         ...  ..  ..   ...     ...     ...\n",
       "53196  TTTGTCAGTACGACCC_H1B2ln6   2  C7  C7.0  C7.0.0  205_d0\n",
       "53197  TTTGTCAGTCAAACTC_H1B2ln6   2  C7  C7.0  C7.0.0  205_d0\n",
       "53198  TTTGTCATCCCATTTA_H1B2ln6   2  C5  C5.0  C5.0.0  268_d0\n",
       "53199  TTTGTCATCGAGAACG_H1B2ln6   2  C2  C2.0  C2.0.0  234_d0\n",
       "53200  TTTGTCATCTACCTGC_H1B2ln6   2  C5  C5.0  C5.0.1  205_d0\n",
       "\n",
       "[53201 rows x 6 columns]"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "anno"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "anno = anno.rename(columns={\"V1\": \"cell\", \"V2\": \"batch\", \"V3\": \"cluster_level1\", \"V4\": \"cluster_level2\", \"V5\": \"cluster_level3\", \"V6\": \"sample\"})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [],
   "source": [
    "anno[\"batch\"] = anno[\"batch\"].astype('category')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [],
   "source": [
    "anno = anno.set_index('cell')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>batch</th>\n",
       "      <th>cluster_level1</th>\n",
       "      <th>cluster_level2</th>\n",
       "      <th>cluster_level3</th>\n",
       "      <th>sample</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cell</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>AAACCTGAGAGCCCAA_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>C5</td>\n",
       "      <td>C5.0</td>\n",
       "      <td>C5.0.0</td>\n",
       "      <td>256_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAACCTGAGGCGTACA_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>C6</td>\n",
       "      <td>C6.0</td>\n",
       "      <td>C6.0.0</td>\n",
       "      <td>273_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAACCTGCAGGTGGAT_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>C0</td>\n",
       "      <td>C0.0</td>\n",
       "      <td>C0.0.0</td>\n",
       "      <td>256_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAACCTGCAGTATCTG_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>C0</td>\n",
       "      <td>C0.0</td>\n",
       "      <td>C0.0.0</td>\n",
       "      <td>200_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAACCTGCATCACAAC_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>C2</td>\n",
       "      <td>C2.0</td>\n",
       "      <td>C2.0.0</td>\n",
       "      <td>233_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCAGTACGACCC_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>C7</td>\n",
       "      <td>C7.0</td>\n",
       "      <td>C7.0.0</td>\n",
       "      <td>205_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCAGTCAAACTC_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>C7</td>\n",
       "      <td>C7.0</td>\n",
       "      <td>C7.0.0</td>\n",
       "      <td>205_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCATCCCATTTA_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>C5</td>\n",
       "      <td>C5.0</td>\n",
       "      <td>C5.0.0</td>\n",
       "      <td>268_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCATCGAGAACG_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>C2</td>\n",
       "      <td>C2.0</td>\n",
       "      <td>C2.0.0</td>\n",
       "      <td>234_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCATCTACCTGC_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>C5</td>\n",
       "      <td>C5.0</td>\n",
       "      <td>C5.0.1</td>\n",
       "      <td>205_d0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>53201 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                         batch cluster_level1 cluster_level2 cluster_level3  \\\n",
       "cell                                                                          \n",
       "AAACCTGAGAGCCCAA_H1B1ln1     1             C5           C5.0         C5.0.0   \n",
       "AAACCTGAGGCGTACA_H1B1ln1     1             C6           C6.0         C6.0.0   \n",
       "AAACCTGCAGGTGGAT_H1B1ln1     1             C0           C0.0         C0.0.0   \n",
       "AAACCTGCAGTATCTG_H1B1ln1     1             C0           C0.0         C0.0.0   \n",
       "AAACCTGCATCACAAC_H1B1ln1     1             C2           C2.0         C2.0.0   \n",
       "...                        ...            ...            ...            ...   \n",
       "TTTGTCAGTACGACCC_H1B2ln6     2             C7           C7.0         C7.0.0   \n",
       "TTTGTCAGTCAAACTC_H1B2ln6     2             C7           C7.0         C7.0.0   \n",
       "TTTGTCATCCCATTTA_H1B2ln6     2             C5           C5.0         C5.0.0   \n",
       "TTTGTCATCGAGAACG_H1B2ln6     2             C2           C2.0         C2.0.0   \n",
       "TTTGTCATCTACCTGC_H1B2ln6     2             C5           C5.0         C5.0.1   \n",
       "\n",
       "                          sample  \n",
       "cell                              \n",
       "AAACCTGAGAGCCCAA_H1B1ln1  256_d0  \n",
       "AAACCTGAGGCGTACA_H1B1ln1  273_d0  \n",
       "AAACCTGCAGGTGGAT_H1B1ln1  256_d0  \n",
       "AAACCTGCAGTATCTG_H1B1ln1  200_d0  \n",
       "AAACCTGCATCACAAC_H1B1ln1  233_d0  \n",
       "...                          ...  \n",
       "TTTGTCAGTACGACCC_H1B2ln6  205_d0  \n",
       "TTTGTCAGTCAAACTC_H1B2ln6  205_d0  \n",
       "TTTGTCATCCCATTTA_H1B2ln6  268_d0  \n",
       "TTTGTCATCGAGAACG_H1B2ln6  234_d0  \n",
       "TTTGTCATCTACCTGC_H1B2ln6  205_d0  \n",
       "\n",
       "[53201 rows x 5 columns]"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "anno"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Remane the clusters using names from Figure 4b from the paper (https://www.nature.com/articles/s41591-020-0769-8)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "level1_names = [\n",
    "    'CD4 naive', \n",
    "    'CD4 memory T', \n",
    "    'Classical monocytes and mDC', \n",
    "    'B',  \n",
    "    'CD8 memory T',\n",
    "    'NK', \n",
    "    'CD8 naive', \n",
    "    'Unconventional T cells', \n",
    "    'Non-classical monocytes', \n",
    "    'pDC'\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [],
   "source": [
    "level2_names = [\n",
    "    'CD4 naive', 'Double-negative T',\n",
    "    'CD4 central and transitional memory T', 'CD4 effector memory and temra',\n",
    "    'Classical monocytes', 'mDC', \n",
    "    'Transitional B cells', \n",
    "    'Switched B cells', \n",
    "    'CD8 memory T',\n",
    "    'NK',\n",
    "    'CD8 naive', \n",
    "    'Unconventional T cells', \n",
    "    'Non-classical monocytes', 'pDC'\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "level3_names = [\n",
    "    'CD4 naive', 'Double-negative T',\n",
    "    'CD4 central and transitional memory T', 'CD4 effector memory and temra',\n",
    "    'Classical monocytes', 'IgA monocytes', 'HSC',\n",
    "    'mDC', 'Transitional B cells', 'Unswitched B cells',\n",
    "    'Switched B cells', 'CD8 central and transitional memory T',\n",
    "    'CD8 effector memory and temra', 'NKT-like (CD56+/CD3+)',\n",
    "    'CD8+ CD103+ T', 'CD16++ NK', 'CD56h/CD16l NK', 'CD8 naive', \n",
    "    'CD161 double-negative T', 'Unconventional CD161h/CD8+ T',\n",
    "    'Non-classical monocytes', 'pDC'\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [],
   "source": [
    "anno.cluster_level1 = anno.cluster_level1.astype('category')\n",
    "anno.cluster_level1 = anno.cluster_level1.cat.rename_categories(level1_names)\n",
    "anno.cluster_level2 = anno.cluster_level2.astype('category')\n",
    "anno.cluster_level2 = anno.cluster_level2.cat.rename_categories(level2_names)\n",
    "anno.cluster_level3 = anno.cluster_level3.astype('category')\n",
    "anno.cluster_level3 = anno.cluster_level3.cat.rename_categories(level3_names)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>batch</th>\n",
       "      <th>cluster_level1</th>\n",
       "      <th>cluster_level2</th>\n",
       "      <th>cluster_level3</th>\n",
       "      <th>sample</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cell</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>AAACCTGAGAGCCCAA_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>NK</td>\n",
       "      <td>NK</td>\n",
       "      <td>CD16++ NK</td>\n",
       "      <td>256_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAACCTGAGGCGTACA_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>CD8 naive</td>\n",
       "      <td>CD8 naive</td>\n",
       "      <td>CD8 naive</td>\n",
       "      <td>273_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAACCTGCAGGTGGAT_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>CD4 naive</td>\n",
       "      <td>CD4 naive</td>\n",
       "      <td>CD4 naive</td>\n",
       "      <td>256_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAACCTGCAGTATCTG_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>CD4 naive</td>\n",
       "      <td>CD4 naive</td>\n",
       "      <td>CD4 naive</td>\n",
       "      <td>200_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAACCTGCATCACAAC_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>Classical monocytes and mDC</td>\n",
       "      <td>Classical monocytes</td>\n",
       "      <td>Classical monocytes</td>\n",
       "      <td>233_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCAGTACGACCC_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>Unconventional T cells</td>\n",
       "      <td>Unconventional T cells</td>\n",
       "      <td>CD161 double-negative T</td>\n",
       "      <td>205_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCAGTCAAACTC_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>Unconventional T cells</td>\n",
       "      <td>Unconventional T cells</td>\n",
       "      <td>CD161 double-negative T</td>\n",
       "      <td>205_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCATCCCATTTA_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>NK</td>\n",
       "      <td>NK</td>\n",
       "      <td>CD16++ NK</td>\n",
       "      <td>268_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCATCGAGAACG_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>Classical monocytes and mDC</td>\n",
       "      <td>Classical monocytes</td>\n",
       "      <td>Classical monocytes</td>\n",
       "      <td>234_d0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCATCTACCTGC_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>NK</td>\n",
       "      <td>NK</td>\n",
       "      <td>CD56h/CD16l NK</td>\n",
       "      <td>205_d0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>53201 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                         batch               cluster_level1  \\\n",
       "cell                                                          \n",
       "AAACCTGAGAGCCCAA_H1B1ln1     1                           NK   \n",
       "AAACCTGAGGCGTACA_H1B1ln1     1                    CD8 naive   \n",
       "AAACCTGCAGGTGGAT_H1B1ln1     1                    CD4 naive   \n",
       "AAACCTGCAGTATCTG_H1B1ln1     1                    CD4 naive   \n",
       "AAACCTGCATCACAAC_H1B1ln1     1  Classical monocytes and mDC   \n",
       "...                        ...                          ...   \n",
       "TTTGTCAGTACGACCC_H1B2ln6     2       Unconventional T cells   \n",
       "TTTGTCAGTCAAACTC_H1B2ln6     2       Unconventional T cells   \n",
       "TTTGTCATCCCATTTA_H1B2ln6     2                           NK   \n",
       "TTTGTCATCGAGAACG_H1B2ln6     2  Classical monocytes and mDC   \n",
       "TTTGTCATCTACCTGC_H1B2ln6     2                           NK   \n",
       "\n",
       "                                  cluster_level2           cluster_level3  \\\n",
       "cell                                                                        \n",
       "AAACCTGAGAGCCCAA_H1B1ln1                      NK                CD16++ NK   \n",
       "AAACCTGAGGCGTACA_H1B1ln1               CD8 naive                CD8 naive   \n",
       "AAACCTGCAGGTGGAT_H1B1ln1               CD4 naive                CD4 naive   \n",
       "AAACCTGCAGTATCTG_H1B1ln1               CD4 naive                CD4 naive   \n",
       "AAACCTGCATCACAAC_H1B1ln1     Classical monocytes      Classical monocytes   \n",
       "...                                          ...                      ...   \n",
       "TTTGTCAGTACGACCC_H1B2ln6  Unconventional T cells  CD161 double-negative T   \n",
       "TTTGTCAGTCAAACTC_H1B2ln6  Unconventional T cells  CD161 double-negative T   \n",
       "TTTGTCATCCCATTTA_H1B2ln6                      NK                CD16++ NK   \n",
       "TTTGTCATCGAGAACG_H1B2ln6     Classical monocytes      Classical monocytes   \n",
       "TTTGTCATCTACCTGC_H1B2ln6                      NK           CD56h/CD16l NK   \n",
       "\n",
       "                          sample  \n",
       "cell                              \n",
       "AAACCTGAGAGCCCAA_H1B1ln1  256_d0  \n",
       "AAACCTGAGGCGTACA_H1B1ln1  273_d0  \n",
       "AAACCTGCAGGTGGAT_H1B1ln1  256_d0  \n",
       "AAACCTGCAGTATCTG_H1B1ln1  200_d0  \n",
       "AAACCTGCATCACAAC_H1B1ln1  233_d0  \n",
       "...                          ...  \n",
       "TTTGTCAGTACGACCC_H1B2ln6  205_d0  \n",
       "TTTGTCAGTCAAACTC_H1B2ln6  205_d0  \n",
       "TTTGTCATCCCATTTA_H1B2ln6  268_d0  \n",
       "TTTGTCATCGAGAACG_H1B2ln6  234_d0  \n",
       "TTTGTCATCTACCTGC_H1B2ln6  205_d0  \n",
       "\n",
       "[53201 rows x 5 columns]"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "anno"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Annotate RNA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "scrna.obs = scrna.obs.join(anno, how='left', sort=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/anndata/_core/anndata.py:1094: FutureWarning: is_categorical is deprecated and will be removed in a future version.  Use is_categorical_dtype instead\n",
      "  if not is_categorical(df_full[k]):\n"
     ]
    }
   ],
   "source": [
    "scrna = scrna[~scrna.obs['cluster_level1'].isnull()]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Trying to set attribute `.obs` of view, copying.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>batch</th>\n",
       "      <th>cluster_level2</th>\n",
       "      <th>cluster_level3</th>\n",
       "      <th>sample</th>\n",
       "      <th>cell_type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>AAACCTGAGAGCCCAA_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>NK</td>\n",
       "      <td>CD16++ NK</td>\n",
       "      <td>256_d0</td>\n",
       "      <td>NK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAACCTGAGGCGTACA_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>CD8 naive</td>\n",
       "      <td>CD8 naive</td>\n",
       "      <td>273_d0</td>\n",
       "      <td>CD8 naive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAACCTGCAGGTGGAT_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>CD4 naive</td>\n",
       "      <td>CD4 naive</td>\n",
       "      <td>256_d0</td>\n",
       "      <td>CD4 naive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAACCTGCAGTATCTG_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>CD4 naive</td>\n",
       "      <td>CD4 naive</td>\n",
       "      <td>200_d0</td>\n",
       "      <td>CD4 naive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAACCTGCATCACAAC_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>Classical monocytes</td>\n",
       "      <td>Classical monocytes</td>\n",
       "      <td>233_d0</td>\n",
       "      <td>Classical monocytes and mDC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCAGTACGACCC_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>Unconventional T cells</td>\n",
       "      <td>CD161 double-negative T</td>\n",
       "      <td>205_d0</td>\n",
       "      <td>Unconventional T cells</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCAGTCAAACTC_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>Unconventional T cells</td>\n",
       "      <td>CD161 double-negative T</td>\n",
       "      <td>205_d0</td>\n",
       "      <td>Unconventional T cells</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCATCCCATTTA_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>NK</td>\n",
       "      <td>CD16++ NK</td>\n",
       "      <td>268_d0</td>\n",
       "      <td>NK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCATCGAGAACG_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>Classical monocytes</td>\n",
       "      <td>Classical monocytes</td>\n",
       "      <td>234_d0</td>\n",
       "      <td>Classical monocytes and mDC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCATCTACCTGC_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>NK</td>\n",
       "      <td>CD56h/CD16l NK</td>\n",
       "      <td>205_d0</td>\n",
       "      <td>NK</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>53201 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                         batch          cluster_level2  \\\n",
       "AAACCTGAGAGCCCAA_H1B1ln1     1                      NK   \n",
       "AAACCTGAGGCGTACA_H1B1ln1     1               CD8 naive   \n",
       "AAACCTGCAGGTGGAT_H1B1ln1     1               CD4 naive   \n",
       "AAACCTGCAGTATCTG_H1B1ln1     1               CD4 naive   \n",
       "AAACCTGCATCACAAC_H1B1ln1     1     Classical monocytes   \n",
       "...                        ...                     ...   \n",
       "TTTGTCAGTACGACCC_H1B2ln6     2  Unconventional T cells   \n",
       "TTTGTCAGTCAAACTC_H1B2ln6     2  Unconventional T cells   \n",
       "TTTGTCATCCCATTTA_H1B2ln6     2                      NK   \n",
       "TTTGTCATCGAGAACG_H1B2ln6     2     Classical monocytes   \n",
       "TTTGTCATCTACCTGC_H1B2ln6     2                      NK   \n",
       "\n",
       "                                   cluster_level3  sample  \\\n",
       "AAACCTGAGAGCCCAA_H1B1ln1                CD16++ NK  256_d0   \n",
       "AAACCTGAGGCGTACA_H1B1ln1                CD8 naive  273_d0   \n",
       "AAACCTGCAGGTGGAT_H1B1ln1                CD4 naive  256_d0   \n",
       "AAACCTGCAGTATCTG_H1B1ln1                CD4 naive  200_d0   \n",
       "AAACCTGCATCACAAC_H1B1ln1      Classical monocytes  233_d0   \n",
       "...                                           ...     ...   \n",
       "TTTGTCAGTACGACCC_H1B2ln6  CD161 double-negative T  205_d0   \n",
       "TTTGTCAGTCAAACTC_H1B2ln6  CD161 double-negative T  205_d0   \n",
       "TTTGTCATCCCATTTA_H1B2ln6                CD16++ NK  268_d0   \n",
       "TTTGTCATCGAGAACG_H1B2ln6      Classical monocytes  234_d0   \n",
       "TTTGTCATCTACCTGC_H1B2ln6           CD56h/CD16l NK  205_d0   \n",
       "\n",
       "                                            cell_type  \n",
       "AAACCTGAGAGCCCAA_H1B1ln1                           NK  \n",
       "AAACCTGAGGCGTACA_H1B1ln1                    CD8 naive  \n",
       "AAACCTGCAGGTGGAT_H1B1ln1                    CD4 naive  \n",
       "AAACCTGCAGTATCTG_H1B1ln1                    CD4 naive  \n",
       "AAACCTGCATCACAAC_H1B1ln1  Classical monocytes and mDC  \n",
       "...                                               ...  \n",
       "TTTGTCAGTACGACCC_H1B2ln6       Unconventional T cells  \n",
       "TTTGTCAGTCAAACTC_H1B2ln6       Unconventional T cells  \n",
       "TTTGTCATCCCATTTA_H1B2ln6                           NK  \n",
       "TTTGTCATCGAGAACG_H1B2ln6  Classical monocytes and mDC  \n",
       "TTTGTCATCTACCTGC_H1B2ln6                           NK  \n",
       "\n",
       "[53201 rows x 5 columns]"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scrna.obs['cell_type'] = scrna.obs['cluster_level1']\n",
    "del scrna.obs['cluster_level1']\n",
    "scrna.obs"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Annotate CITE"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [],
   "source": [
    "cite.obs = cite.obs.join(anno, how='left', sort=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/anndata/_core/anndata.py:1094: FutureWarning: is_categorical is deprecated and will be removed in a future version.  Use is_categorical_dtype instead\n",
      "  if not is_categorical(df_full[k]):\n",
      "Trying to set attribute `.obs` of view, copying.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>batch</th>\n",
       "      <th>cluster_level2</th>\n",
       "      <th>cluster_level3</th>\n",
       "      <th>sample</th>\n",
       "      <th>cell_type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>AAACCTGAGAGCCCAA_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>NK</td>\n",
       "      <td>CD16++ NK</td>\n",
       "      <td>256_d0</td>\n",
       "      <td>NK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAACCTGAGGCGTACA_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>CD8 naive</td>\n",
       "      <td>CD8 naive</td>\n",
       "      <td>273_d0</td>\n",
       "      <td>CD8 naive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAACCTGCAGGTGGAT_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>CD4 naive</td>\n",
       "      <td>CD4 naive</td>\n",
       "      <td>256_d0</td>\n",
       "      <td>CD4 naive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAACCTGCAGTATCTG_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>CD4 naive</td>\n",
       "      <td>CD4 naive</td>\n",
       "      <td>200_d0</td>\n",
       "      <td>CD4 naive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>AAACCTGCATCACAAC_H1B1ln1</th>\n",
       "      <td>1</td>\n",
       "      <td>Classical monocytes</td>\n",
       "      <td>Classical monocytes</td>\n",
       "      <td>233_d0</td>\n",
       "      <td>Classical monocytes and mDC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCAGTACGACCC_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>Unconventional T cells</td>\n",
       "      <td>CD161 double-negative T</td>\n",
       "      <td>205_d0</td>\n",
       "      <td>Unconventional T cells</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCAGTCAAACTC_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>Unconventional T cells</td>\n",
       "      <td>CD161 double-negative T</td>\n",
       "      <td>205_d0</td>\n",
       "      <td>Unconventional T cells</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCATCCCATTTA_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>NK</td>\n",
       "      <td>CD16++ NK</td>\n",
       "      <td>268_d0</td>\n",
       "      <td>NK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCATCGAGAACG_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>Classical monocytes</td>\n",
       "      <td>Classical monocytes</td>\n",
       "      <td>234_d0</td>\n",
       "      <td>Classical monocytes and mDC</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TTTGTCATCTACCTGC_H1B2ln6</th>\n",
       "      <td>2</td>\n",
       "      <td>NK</td>\n",
       "      <td>CD56h/CD16l NK</td>\n",
       "      <td>205_d0</td>\n",
       "      <td>NK</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>53201 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                         batch          cluster_level2  \\\n",
       "AAACCTGAGAGCCCAA_H1B1ln1     1                      NK   \n",
       "AAACCTGAGGCGTACA_H1B1ln1     1               CD8 naive   \n",
       "AAACCTGCAGGTGGAT_H1B1ln1     1               CD4 naive   \n",
       "AAACCTGCAGTATCTG_H1B1ln1     1               CD4 naive   \n",
       "AAACCTGCATCACAAC_H1B1ln1     1     Classical monocytes   \n",
       "...                        ...                     ...   \n",
       "TTTGTCAGTACGACCC_H1B2ln6     2  Unconventional T cells   \n",
       "TTTGTCAGTCAAACTC_H1B2ln6     2  Unconventional T cells   \n",
       "TTTGTCATCCCATTTA_H1B2ln6     2                      NK   \n",
       "TTTGTCATCGAGAACG_H1B2ln6     2     Classical monocytes   \n",
       "TTTGTCATCTACCTGC_H1B2ln6     2                      NK   \n",
       "\n",
       "                                   cluster_level3  sample  \\\n",
       "AAACCTGAGAGCCCAA_H1B1ln1                CD16++ NK  256_d0   \n",
       "AAACCTGAGGCGTACA_H1B1ln1                CD8 naive  273_d0   \n",
       "AAACCTGCAGGTGGAT_H1B1ln1                CD4 naive  256_d0   \n",
       "AAACCTGCAGTATCTG_H1B1ln1                CD4 naive  200_d0   \n",
       "AAACCTGCATCACAAC_H1B1ln1      Classical monocytes  233_d0   \n",
       "...                                           ...     ...   \n",
       "TTTGTCAGTACGACCC_H1B2ln6  CD161 double-negative T  205_d0   \n",
       "TTTGTCAGTCAAACTC_H1B2ln6  CD161 double-negative T  205_d0   \n",
       "TTTGTCATCCCATTTA_H1B2ln6                CD16++ NK  268_d0   \n",
       "TTTGTCATCGAGAACG_H1B2ln6      Classical monocytes  234_d0   \n",
       "TTTGTCATCTACCTGC_H1B2ln6           CD56h/CD16l NK  205_d0   \n",
       "\n",
       "                                            cell_type  \n",
       "AAACCTGAGAGCCCAA_H1B1ln1                           NK  \n",
       "AAACCTGAGGCGTACA_H1B1ln1                    CD8 naive  \n",
       "AAACCTGCAGGTGGAT_H1B1ln1                    CD4 naive  \n",
       "AAACCTGCAGTATCTG_H1B1ln1                    CD4 naive  \n",
       "AAACCTGCATCACAAC_H1B1ln1  Classical monocytes and mDC  \n",
       "...                                               ...  \n",
       "TTTGTCAGTACGACCC_H1B2ln6       Unconventional T cells  \n",
       "TTTGTCAGTCAAACTC_H1B2ln6       Unconventional T cells  \n",
       "TTTGTCATCCCATTTA_H1B2ln6                           NK  \n",
       "TTTGTCATCGAGAACG_H1B2ln6  Classical monocytes and mDC  \n",
       "TTTGTCATCTACCTGC_H1B2ln6                           NK  \n",
       "\n",
       "[53201 rows x 5 columns]"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cite = cite[~cite.obs['cluster_level1'].isnull()]\n",
    "cite.obs['cell_type'] = cite.obs['cluster_level1']\n",
    "del cite.obs['cluster_level1']\n",
    "cite.obs"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Preproces scRNA-seq"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Data Cleaning"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/anndata/_core/anndata.py:1094: FutureWarning: is_categorical is deprecated and will be removed in a future version.  Use is_categorical_dtype instead\n",
      "  if not is_categorical(df_full[k]):\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 53201 × 23418\n",
       "    obs: 'batch', 'cluster_level2', 'cluster_level3', 'sample', 'cell_type', 'n_genes'\n",
       "    var: 'n_cells'"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sc.pp.filter_cells(scrna, min_genes=1)\n",
    "sc.pp.filter_genes(scrna, min_cells=1)\n",
    "scrna"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Quality Control"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x396 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sc.pl.highest_expr_genes(scrna, n_top=20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [],
   "source": [
    "scrna.var['mt'] = scrna.var_names.str.startswith('MT-')\n",
    "sc.pp.calculate_qc_metrics(scrna, qc_vars=['mt'], percent_top=None, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/anndata/_core/anndata.py:1192: FutureWarning: is_categorical is deprecated and will be removed in a future version.  Use is_categorical_dtype instead\n",
      "  if is_string_dtype(df[key]) and not is_categorical(df[key])\n",
      "... storing 'sample' as categorical\n",
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/seaborn/_core.py:1303: UserWarning: Vertical orientation ignored with only `x` specified.\n",
      "  warnings.warn(single_var_warning.format(\"Vertical\", \"x\"))\n",
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/seaborn/_core.py:1303: UserWarning: Vertical orientation ignored with only `x` specified.\n",
      "  warnings.warn(single_var_warning.format(\"Vertical\", \"x\"))\n",
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/seaborn/_core.py:1303: UserWarning: Vertical orientation ignored with only `x` specified.\n",
      "  warnings.warn(single_var_warning.format(\"Vertical\", \"x\"))\n",
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/seaborn/_core.py:1303: UserWarning: Vertical orientation ignored with only `x` specified.\n",
      "  warnings.warn(single_var_warning.format(\"Vertical\", \"x\"))\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x216 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sc.pl.violin(scrna, ['n_genes_by_counts', 'total_counts'], jitter=0.3, multi_panel=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/seaborn/_decorators.py:43: FutureWarning: Pass the following variable as a keyword arg: x. From version 0.12, the only valid positional argument will be `data`, and passing other arguments without an explicit keyword will result in an error or misinterpretation.\n",
      "  FutureWarning\n",
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/seaborn/_decorators.py:43: FutureWarning: Pass the following variable as a keyword arg: x. From version 0.12, the only valid positional argument will be `data`, and passing other arguments without an explicit keyword will result in an error or misinterpretation.\n",
      "  FutureWarning\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 538.128x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sc.pl.violin(scrna, ['pct_counts_mt'], jitter=0.3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 487.93x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 487.93x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sc.pl.scatter(scrna, x='total_counts', y='pct_counts_mt')\n",
    "sc.pl.scatter(scrna, x='total_counts', y='n_genes_by_counts')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/anndata/_core/anndata.py:1094: FutureWarning: is_categorical is deprecated and will be removed in a future version.  Use is_categorical_dtype instead\n",
      "  if not is_categorical(df_full[k]):\n",
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/anndata/_core/anndata.py:1094: FutureWarning: is_categorical is deprecated and will be removed in a future version.  Use is_categorical_dtype instead\n",
      "  if not is_categorical(df_full[k]):\n",
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/anndata/_core/anndata.py:1094: FutureWarning: is_categorical is deprecated and will be removed in a future version.  Use is_categorical_dtype instead\n",
      "  if not is_categorical(df_full[k]):\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "View of AnnData object with n_obs × n_vars = 52117 × 20245\n",
       "    obs: 'batch', 'cluster_level2', 'cluster_level3', 'sample', 'cell_type', 'n_genes', 'n_genes_by_counts', 'log1p_n_genes_by_counts', 'total_counts', 'log1p_total_counts', 'total_counts_mt', 'log1p_total_counts_mt', 'pct_counts_mt'\n",
       "    var: 'n_cells', 'mt', 'n_cells_by_counts', 'mean_counts', 'log1p_mean_counts', 'pct_dropout_by_counts', 'total_counts', 'log1p_total_counts'"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sc.pp.filter_cells(scrna, min_genes=100)\n",
    "sc.pp.filter_genes(scrna, min_cells=3)\n",
    "scrna = scrna[scrna.obs.n_genes_by_counts < 1500, :]\n",
    "scrna = scrna[scrna.obs.pct_counts_mt < 10, :]\n",
    "scrna"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [],
   "source": [
    "scrna.raw = scrna"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Normalization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [],
   "source": [
    "sc.pp.normalize_total(scrna, target_sum=1e4)\n",
    "sc.pp.log1p(scrna)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [],
   "source": [
    "sc.tl.pca(scrna, random_state=0, svd_solver='arpack', n_comps=50)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sc.pl.pca_variance_ratio(scrna)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/scanpy/neighbors/__init__.py:121: FutureWarning: This location for 'distances' is deprecated. It has been moved to .obsp[distances], and will not be accesible here in a future version of anndata.\n",
      "  adata.uns['neighbors']['distances'] = neighbors.distances\n",
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/scanpy/neighbors/__init__.py:122: FutureWarning: This location for 'connectivities' is deprecated. It has been moved to .obsp[connectivities], and will not be accesible here in a future version of anndata.\n",
      "  adata.uns['neighbors']['connectivities'] = neighbors.connectivities\n",
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/scanpy/tools/_umap.py:147: FutureWarning: This location for 'connectivities' is deprecated. It has been moved to .obsp[connectivities], and will not be accesible here in a future version of anndata.\n",
      "  adata.uns['neighbors']['connectivities'].tocoo(),\n"
     ]
    }
   ],
   "source": [
    "sc.pp.neighbors(scrna, n_pcs=10)\n",
    "sc.tl.umap(scrna)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 494.64x1440 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sc.pl.umap(scrna, color=['cell_type', 'cluster_level2', 'cluster_level3', 'batch', 'sample'], frameon=False, ncols=1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Highly variable genes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "number of highly variable genes = 3999\n"
     ]
    }
   ],
   "source": [
    "sc.pp.highly_variable_genes(scrna, n_top_genes=4000)\n",
    "sc.pl.highly_variable_genes(scrna)\n",
    "print('number of highly variable genes =', scrna.var.highly_variable.sum())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/anndata/_core/anndata.py:1094: FutureWarning: is_categorical is deprecated and will be removed in a future version.  Use is_categorical_dtype instead\n",
      "  if not is_categorical(df_full[k]):\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "View of AnnData object with n_obs × n_vars = 52117 × 3999\n",
       "    obs: 'batch', 'cluster_level2', 'cluster_level3', 'sample', 'cell_type', 'n_genes', 'n_genes_by_counts', 'log1p_n_genes_by_counts', 'total_counts', 'log1p_total_counts', 'total_counts_mt', 'log1p_total_counts_mt', 'pct_counts_mt'\n",
       "    var: 'n_cells', 'mt', 'n_cells_by_counts', 'mean_counts', 'log1p_mean_counts', 'pct_dropout_by_counts', 'total_counts', 'log1p_total_counts', 'highly_variable', 'means', 'dispersions', 'dispersions_norm'\n",
       "    uns: 'log1p', 'pca', 'neighbors', 'umap', 'cell_type_colors', 'cluster_level2_colors', 'cluster_level3_colors', 'batch_colors', 'sample_colors'\n",
       "    obsm: 'X_pca', 'X_umap'\n",
       "    varm: 'PCs'\n",
       "    obsp: 'distances', 'connectivities'"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scrna_hvg = scrna[:, scrna.var.highly_variable]\n",
    "scrna_hvg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [],
   "source": [
    "scrna.layers['count'] = scrna.raw.X\n",
    "del scrna.raw"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {},
   "outputs": [],
   "source": [
    "scrna_hvg.layers['count'] = scrna_hvg.raw[:, scrna.var.highly_variable].X\n",
    "del scrna_hvg.raw"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Preproces CITE-seq"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/anndata/_core/anndata.py:1094: FutureWarning: is_categorical is deprecated and will be removed in a future version.  Use is_categorical_dtype instead\n",
      "  if not is_categorical(df_full[k]):\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 53201 × 87\n",
       "    obs: 'batch', 'cluster_level2', 'cluster_level3', 'sample', 'cell_type', 'n_genes'\n",
       "    var: 'n_cells'"
      ]
     },
     "execution_count": 73,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sc.pp.filter_cells(cite, min_genes=1)\n",
    "sc.pp.filter_genes(cite, min_cells=1)\n",
    "cite"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [],
   "source": [
    "cite.raw = cite"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {},
   "outputs": [],
   "source": [
    "cite.layers['count'] = cite.raw.X\n",
    "del cite.raw"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Normalization\n",
    "Taken from https://github.com/theislab/scanpy/issues/1208, also discussed in https://github.com/theislab/scanpy/pull/1117."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [],
   "source": [
    "def clr_normalize_each_cell(adata, inplace=True):\n",
    "    \"\"\"Normalize count vector for each cell, i.e. for each row of .X\"\"\"\n",
    "\n",
    "    import numpy as np\n",
    "    import scipy\n",
    "\n",
    "    def seurat_clr(x):\n",
    "        # TODO: support sparseness\n",
    "        s = np.sum(np.log1p(x[x > 0]))\n",
    "        exp = np.exp(s / len(x))\n",
    "        return np.log1p(x / exp)\n",
    "\n",
    "    if not inplace:\n",
    "        adata = adata.copy()\n",
    "\n",
    "    # apply to dense or sparse matrix, along axis. returns dense matrix\n",
    "    adata.X = np.apply_along_axis(\n",
    "        seurat_clr, 1, (adata.X.A if scipy.sparse.issparse(adata.X) else adata.X)\n",
    "    )\n",
    "    return adata"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [],
   "source": [
    "cite = clr_normalize_each_cell(cite)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [],
   "source": [
    "sc.tl.pca(cite, random_state=0, svd_solver='arpack', use_highly_variable=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sc.pl.pca_variance_ratio(cite)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/scanpy/neighbors/__init__.py:121: FutureWarning: This location for 'distances' is deprecated. It has been moved to .obsp[distances], and will not be accesible here in a future version of anndata.\n",
      "  adata.uns['neighbors']['distances'] = neighbors.distances\n",
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/scanpy/neighbors/__init__.py:122: FutureWarning: This location for 'connectivities' is deprecated. It has been moved to .obsp[connectivities], and will not be accesible here in a future version of anndata.\n",
      "  adata.uns['neighbors']['connectivities'] = neighbors.connectivities\n",
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/scanpy/tools/_umap.py:147: FutureWarning: This location for 'connectivities' is deprecated. It has been moved to .obsp[connectivities], and will not be accesible here in a future version of anndata.\n",
      "  adata.uns['neighbors']['connectivities'].tocoo(),\n"
     ]
    }
   ],
   "source": [
    "sc.pp.neighbors(cite)\n",
    "sc.tl.umap(cite)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/anndata/_core/anndata.py:1192: FutureWarning: is_categorical is deprecated and will be removed in a future version.  Use is_categorical_dtype instead\n",
      "  if is_string_dtype(df[key]) and not is_categorical(df[key])\n",
      "... storing 'sample' as categorical\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 494.64x1440 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sc.pl.umap(cite, color=['cell_type', 'cluster_level2', 'cluster_level3', 'batch', 'sample'], frameon=False, ncols=1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Save the results"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## All genes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(52117, 20245) (52117, 87)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/anndata/_core/anndata.py:1094: FutureWarning: is_categorical is deprecated and will be removed in a future version.  Use is_categorical_dtype instead\n",
      "  if not is_categorical(df_full[k]):\n"
     ]
    }
   ],
   "source": [
    "com_index = scrna.obs.index.intersection(cite.obs.index)\n",
    "scrna_all = scrna[com_index]\n",
    "cite_all = cite[com_index]\n",
    "print(scrna_all.shape, cite_all.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [],
   "source": [
    "scrna_all.write(RNA_DIR + 'expressions.h5ad')\n",
    "cite_all.write(CITE_DIR + 'protein.h5ad')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Only hvg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(52117, 3999) (52117, 87)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/alitinet/opt/miniconda3/envs/scmulti/lib/python3.7/site-packages/anndata/_core/anndata.py:1094: FutureWarning: is_categorical is deprecated and will be removed in a future version.  Use is_categorical_dtype instead\n",
      "  if not is_categorical(df_full[k]):\n"
     ]
    }
   ],
   "source": [
    "com_index = scrna_hvg.obs.index.intersection(cite.obs.index)\n",
    "scrna_hvg = scrna_hvg[com_index]\n",
    "cite = cite[com_index]\n",
    "print(scrna_hvg.shape, cite.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [],
   "source": [
    "scrna_hvg.write(RNA_DIR + 'expressions_hvg.h5ad')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Remove unnecessary files."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {},
   "outputs": [],
   "source": [
    "!rm \"../data/kotliarov-2020/H1_day0_demultilexed_singlets.rds\"\n",
    "!rm \"../data/kotliarov-2020/H1_day0_scranNorm_adtbatchNorm_dist_clustered_TSNE_labels.rds\" "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
