{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "composed-multimedia",
   "metadata": {},
   "outputs": [],
   "source": [
    "import scanpy as sc\n",
    "import numpy as np\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "referenced-boxing",
   "metadata": {},
   "source": [
    "# Define functions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "signed-valley",
   "metadata": {},
   "outputs": [],
   "source": [
    "def merge(A, B, chrom):\n",
    "        new_names_A = []\n",
    "        new_names_B = []\n",
    "        \n",
    "        old_names_A = []\n",
    "        old_names_B = []\n",
    "        \n",
    "        A.sort(key=lambda x: x[0])\n",
    "        B.sort(key=lambda x: x[0])\n",
    "\n",
    "        merged = []\n",
    "        i = j = 0\n",
    "        \n",
    "        while i < len(A) and j < len(B):\n",
    "            \n",
    "            if (A[i][0] >= B[j][0] and A[i][0] <= B[j][1]) or (B[j][0] >= A[i][0] and B[j][0] <= A[i][1]):\n",
    "                left = min(A[i][0], B[j][0])\n",
    "                right = max(A[i][1], B[j][1])\n",
    "                merged.append([left, right])\n",
    "                new_names_A.append(f'{chrom}:{left}-{right}')\n",
    "                new_names_B.append(f'{chrom}:{left}-{right}')\n",
    "                old_names_A.append(f'{chrom}:{A[i][0]}-{A[i][1]}')\n",
    "                old_names_B.append(f'{chrom}:{B[j][0]}-{B[j][1]}')\n",
    "                i+=1 \n",
    "                j+=1\n",
    "            elif B[j][1] < A[i][0]:\n",
    "                new_names_B.append('0') # '0' as a placeholder to be dropped later\n",
    "                old_names_B.append(f'{chrom}:{B[j][0]}-{B[j][1]}')\n",
    "                j+=1\n",
    "            else:\n",
    "                new_names_A.append('0')\n",
    "                old_names_A.append(f'{chrom}:{A[i][0]}-{A[i][1]}')\n",
    "                i+=1\n",
    "        return new_names_A, new_names_B, old_names_A, old_names_B"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "linear-tobago",
   "metadata": {},
   "outputs": [],
   "source": [
    "def prepare_peaks(adata):\n",
    "    peaks = {}\n",
    "    \n",
    "    for ch in set([name.split(':')[0] for name in adata.var_names]):\n",
    "        peaks[ch] = []\n",
    "        \n",
    "    for name in adata.var_names:\n",
    "        ch = name.split(\":\")[0]\n",
    "        pos = name.split(\":\")[1].split('-')\n",
    "        pos = [int(n) for n in pos]\n",
    "        peaks[ch].append(pos)\n",
    "        \n",
    "    return peaks"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "coupled-digit",
   "metadata": {},
   "outputs": [],
   "source": [
    "def merge_and_rename_peaks(adata1, adata2, verbose=False):\n",
    "    # create dict with peaks of format {'chr': [[peak1_start, peak1_end], ..., [peakn_start, peakn_end]], ...}\n",
    "    peaks1 = prepare_peaks(adata1)\n",
    "    peaks2 = prepare_peaks(adata2)\n",
    "    \n",
    "    # find chromosomes present in both adatas\n",
    "    common_chrs = peaks1.keys() & peaks2.keys()\n",
    "    \n",
    "    # find new peak intervals\n",
    "    adata1_new_var_names = []\n",
    "    adata2_new_var_names = []\n",
    "\n",
    "    adata1_old_var_names = []\n",
    "    adata2_old_var_names = []\n",
    "\n",
    "    for chrom in common_chrs:\n",
    "        if verbose:\n",
    "            print(f'Processing chromosome {chrom}...')\n",
    "        \n",
    "        new_names1, new_names2, old_names1, old_names2 = merge(peaks1[chrom], peaks2[chrom], chrom)\n",
    "        \n",
    "        adata1_new_var_names.extend(new_names1)\n",
    "        adata2_new_var_names.extend(new_names2)\n",
    "        \n",
    "        adata1_old_var_names.extend(old_names1)\n",
    "        adata2_old_var_names.extend(old_names2)\n",
    "    \n",
    "    # create dataframes with new var names\n",
    "    df1 = pd.DataFrame(list(zip(adata1_old_var_names, adata1_new_var_names)), columns=['old_var_names', 'new_var_names'])\n",
    "    df1 = df1.set_index('old_var_names')\n",
    "    \n",
    "    df2 = pd.DataFrame(list(zip(adata2_old_var_names, adata2_new_var_names)), columns=['old_var_names', 'new_var_names'])\n",
    "    df2 = df2.set_index('old_var_names')\n",
    "    \n",
    "    # fill chromosomes that were not in the common set with '0'\n",
    "    df1 = pd.DataFrame(index=adata1.var_names).join(df1).fillna('0')\n",
    "    df2 = pd.DataFrame(index=adata2.var_names).join(df2).fillna('0')\n",
    "\n",
    "    # join new var names with adata.var\n",
    "    adata1.var = adata1.var.join(df1[['new_var_names']])\n",
    "    adata2.var = adata2.var.join(df2[['new_var_names']])\n",
    "    \n",
    "    # drop peaks with '0'\n",
    "    adata1 = adata1[:, adata1.var['new_var_names'] != '0']\n",
    "    adata2 = adata2[:, adata2.var['new_var_names'] != '0']\n",
    "    \n",
    "    # rename the peaks\n",
    "    adata1.var_names = adata1.var['new_var_names']\n",
    "    adata2.var_names = adata2.var['new_var_names']\n",
    "    \n",
    "    del adata1.var['new_var_names']\n",
    "    del adata2.var['new_var_names']\n",
    "    \n",
    "    return adata1, adata2"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "colored-finland",
   "metadata": {},
   "source": [
    "# Load data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "superior-asian",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 2859 × 22955\n",
       "    obs: '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', 'cell_type'\n",
       "    var: 'gene_ids', 'feature_types', 'genome', '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: 'pca'\n",
       "    obsm: 'X_pca'\n",
       "    varm: 'PCs'\n",
       "    layers: 'count'"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scrna1 = sc.read('../data/new-data-2020/expressions.h5ad')\n",
    "scrna1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "improved-craps",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 2859 × 62657\n",
       "    obs: 'nb_features', 'cell_type'\n",
       "    var: 'gene_ids', 'feature_types', 'genome', 'n_cells', 'commonness'\n",
       "    layers: 'binary'"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scatac1 = sc.read('../data/new-data-2020/peaks.h5ad')\n",
    "scatac1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "varied-philippines",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 3475 × 23305\n",
       "    obs: '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', 'cell_type'\n",
       "    var: 'gene_ids', 'feature_types', 'genome', '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: 'pca'\n",
       "    obsm: 'X_pca'\n",
       "    varm: 'PCs'\n",
       "    layers: 'count'"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scrna2 = sc.read('../data/new-data-2020/expressions-2.h5ad')\n",
    "scrna2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "historical-incentive",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 3475 × 62834\n",
       "    obs: 'nb_features', 'cell_type'\n",
       "    var: 'gene_ids', 'feature_types', 'genome', 'n_cells', 'commonness'\n",
       "    layers: 'binary'"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scatac2 = sc.read('../data/new-data-2020/peaks-2.h5ad')\n",
    "scatac2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "silver-geography",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 10025 × 25604\n",
       "    obs: '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: 'gene_ids', 'feature_types', 'genome', 'n_cells', 'mt', 'n_cells_by_counts', 'mean_counts', 'log1p_mean_counts', 'pct_dropout_by_counts', 'total_counts', 'log1p_total_counts'"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scrna3 = sc.read('../data/10xpbmc10k-2020/expressions-raw.h5ad')\n",
    "scrna3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "orange-pacific",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 10025 × 25604\n",
       "    obs: '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: 'gene_ids', 'feature_types', 'genome', 'n_cells', 'mt', 'n_cells_by_counts', 'mean_counts', 'log1p_mean_counts', 'pct_dropout_by_counts', 'total_counts', 'log1p_total_counts'\n",
       "    uns: 'log1p'\n",
       "    layers: 'count'"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scrna3.layers['count'] = scrna3.X\n",
    "sc.pp.normalize_total(scrna3, target_sum=1e4)\n",
    "sc.pp.log1p(scrna3)\n",
    "scrna3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "fitted-frontier",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 10000 × 40086\n",
       "    obs: 'cell_type'\n",
       "    layers: 'binary'"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scatac3 = sc.read('../data/10xpbmc10k-2020/peaks.h5ad')\n",
    "scatac3"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "sensitive-census",
   "metadata": {},
   "source": [
    "# Merge ATAC-seq datasets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "isolated-supplier",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/icb/anastasia.litinetskaya/miniconda3/envs/mofa/lib/python3.7/site-packages/pandas/core/arrays/categorical.py:2487: FutureWarning: The `inplace` parameter in pandas.Categorical.remove_unused_categories is deprecated and will be removed in a future version.\n",
      "  res = method(*args, **kwargs)\n"
     ]
    }
   ],
   "source": [
    "adata1, adata2 = merge_and_rename_peaks(scatac1, scatac2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "broadband-tenant",
   "metadata": {},
   "outputs": [],
   "source": [
    "adata1, adata3 = merge_and_rename_peaks(adata1, scatac3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "encouraging-worst",
   "metadata": {},
   "outputs": [],
   "source": [
    "adata2, adata3 = merge_and_rename_peaks(adata2, adata3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "apparent-judges",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 2859 × 38238\n",
       "    obs: 'nb_features', 'cell_type'\n",
       "    var: 'gene_ids', 'feature_types', 'genome', 'n_cells', 'commonness'\n",
       "    layers: 'binary'"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "adata1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "radio-designation",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 3475 × 38238\n",
       "    obs: 'nb_features', 'cell_type'\n",
       "    var: 'gene_ids', 'feature_types', 'genome', 'n_cells', 'commonness'\n",
       "    layers: 'binary'"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "adata2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "lesser-democracy",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 10000 × 38238\n",
       "    obs: 'cell_type'\n",
       "    layers: 'binary'"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "adata3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "monetary-observation",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 16334 × 38238\n",
       "    obs: 'nb_features', 'cell_type', 'concat_key'\n",
       "    var: 'gene_ids-0', 'feature_types-0', 'genome-0', 'n_cells-0', 'commonness-0', 'gene_ids-1', 'feature_types-1', 'genome-1', 'n_cells-1', 'commonness-1'\n",
       "    layers: 'binary'"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "atac = adata1.concatenate(adata2, adata3, batch_key='concat_key')\n",
    "atac"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "equal-awareness",
   "metadata": {},
   "outputs": [],
   "source": [
    "atac.X = atac.layers['binary']\n",
    "sc.pp.normalize_total(atac, target_sum=1e4)\n",
    "sc.pp.log1p(atac)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "chemical-quality",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: You’re trying to run this on 38238 dimensions of `.X`, if you really want this, set `use_rep='X'`.\n",
      "         Falling back to preprocessing with `sc.pp.pca` and default params.\n"
     ]
    }
   ],
   "source": [
    "sc.pp.neighbors(atac)\n",
    "sc.tl.umap(atac)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "violent-virtue",
   "metadata": {},
   "outputs": [],
   "source": [
    "atac.obs['batch'] = atac.obs['concat_key'].cat.rename_categories(['Sagner-1', 'Sagner-2', '10x-PBMCs-10k'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "written-startup",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 494.64x576 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sc.pl.umap(atac, color=['cell_type', 'batch'], ncols=1, frameon=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "prerequisite-artist",
   "metadata": {},
   "source": [
    "# Merge RNA-seq datasets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "intermediate-pillow",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 2859 × 22955\n",
       "    obs: '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', 'cell_type'\n",
       "    var: 'gene_ids', 'feature_types', 'genome', '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: 'pca'\n",
       "    obsm: 'X_pca'\n",
       "    varm: 'PCs'\n",
       "    layers: 'count'"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scrna1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "applicable-france",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 3475 × 23305\n",
       "    obs: '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', 'cell_type'\n",
       "    var: 'gene_ids', 'feature_types', 'genome', '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: 'pca'\n",
       "    obsm: 'X_pca'\n",
       "    varm: 'PCs'\n",
       "    layers: 'count'"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scrna2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "adult-vessel",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/icb/anastasia.litinetskaya/miniconda3/envs/mofa/lib/python3.7/site-packages/pandas/core/arrays/categorical.py:2487: FutureWarning: The `inplace` parameter in pandas.Categorical.remove_unused_categories is deprecated and will be removed in a future version.\n",
      "  res = method(*args, **kwargs)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 10000 × 25604\n",
       "    obs: 'cell_type_old', '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', 'cell_type'\n",
       "    var: 'gene_ids', 'feature_types', 'genome', 'n_cells', 'mt', 'n_cells_by_counts', 'mean_counts', 'log1p_mean_counts', 'pct_dropout_by_counts', 'total_counts', 'log1p_total_counts'\n",
       "    uns: 'log1p'\n",
       "    layers: 'count'"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scrna3 = scrna3[scatac3.obs_names]\n",
    "scrna3.obs = scrna3.obs.join(scatac3.obs[['cell_type']], lsuffix='_old')\n",
    "scrna3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "broken-animation",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 16334 × 21621\n",
       "    obs: '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', 'cell_type', 'cell_type_old', 'concat_key'\n",
       "    var: 'gene_ids', 'feature_types', 'genome', 'mt', 'n_cells-0', 'n_cells_by_counts-0', 'mean_counts-0', 'log1p_mean_counts-0', 'pct_dropout_by_counts-0', 'total_counts-0', 'log1p_total_counts-0', 'highly_variable-0', 'means-0', 'dispersions-0', 'dispersions_norm-0', 'n_cells-1', 'n_cells_by_counts-1', 'mean_counts-1', 'log1p_mean_counts-1', 'pct_dropout_by_counts-1', 'total_counts-1', 'log1p_total_counts-1', 'highly_variable-1', 'means-1', 'dispersions-1', 'dispersions_norm-1', 'n_cells-2', 'n_cells_by_counts-2', 'mean_counts-2', 'log1p_mean_counts-2', 'pct_dropout_by_counts-2', 'total_counts-2', 'log1p_total_counts-2'\n",
       "    layers: 'count'"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scrna = scrna1.concatenate(scrna2, scrna3, batch_key='concat_key')\n",
    "scrna"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "controversial-collector",
   "metadata": {},
   "outputs": [],
   "source": [
    "scrna.X = scrna.layers['count']\n",
    "sc.pp.normalize_total(scrna, target_sum=1e4)\n",
    "sc.pp.log1p(scrna)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "automated-indicator",
   "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.pp.highly_variable_genes(scrna)\n",
    "sc.tl.pca(scrna, random_state=0, svd_solver='arpack', n_comps=50)\n",
    "sc.pl.pca_variance_ratio(scrna)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "bearing-fishing",
   "metadata": {},
   "outputs": [],
   "source": [
    "sc.pp.neighbors(scrna, n_pcs=10)\n",
    "sc.tl.umap(scrna)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "raised-praise",
   "metadata": {},
   "outputs": [],
   "source": [
    "scrna.obs['batch'] = scrna.obs['concat_key'].cat.rename_categories(['Sagner-1', 'Sagner-2', '10x-PBMCs-10k'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "attempted-lafayette",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 494.64x576 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sc.pl.umap(scrna, color=['cell_type', 'batch'], ncols=1, frameon=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "available-tucson",
   "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": 5
}
