{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "2483a40b",
   "metadata": {},
   "source": [
    "# Read spatial omics"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "fb9eab1c",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\Administrator.DESKTOP-MAL5PKV\\anaconda3\\envs\\toolCV\\lib\\site-packages\\numpy\\_distributor_init.py:30: UserWarning: loaded more than 1 DLL from .libs:\n",
      "C:\\Users\\Administrator.DESKTOP-MAL5PKV\\anaconda3\\envs\\toolCV\\lib\\site-packages\\numpy\\.libs\\libopenblas.EL2C6PLE4ZYW3ECEVIV3OXXGRN2NRFM2.gfortran-win_amd64.dll\n",
      "C:\\Users\\Administrator.DESKTOP-MAL5PKV\\anaconda3\\envs\\toolCV\\lib\\site-packages\\numpy\\.libs\\libopenblas.GK7GX5KEQ4F6UYO3P26ULGBQYHGQO7J4.gfortran-win_amd64.dll\n",
      "  warnings.warn(\"loaded more than 1 DLL from .libs:\"\n"
     ]
    }
   ],
   "source": [
    "import SOAPy_st as sp\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9c5c64b9",
   "metadata": {},
   "source": [
    "## Read Visium"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "47c921ed",
   "metadata": {},
   "source": [
    "Using the h5 file to load the data:\n",
    "\n",
    "Download from https://spatial-dlpfc.s3.us-east-2.amazonaws.com/h5/151676_filtered_feature_bc_matrix.h5."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "99b4cc95",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\Administrator.DESKTOP-MAL5PKV\\anaconda3\\envs\\toolCV\\lib\\site-packages\\anndata\\_core\\anndata.py:1832: UserWarning: Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n",
      "  utils.warn_names_duplicates(\"var\")\n"
     ]
    }
   ],
   "source": [
    "adata_visium = sp.pp.read_visium2adata(\n",
    "    path = r'D:\\data\\mouse_brain\\151676\\151676',\n",
    "    count_file = '151676_filtered_feature_bc_matrix.h5'\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "6a7e8ed6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 3460 × 33538\n",
       "    obs: 'in_tissue', 'array_row', 'array_col'\n",
       "    var: 'gene_ids', 'feature_types', 'genome'\n",
       "    uns: 'spatial'\n",
       "    obsm: 'spatial'"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "adata_visium"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4666a2e1",
   "metadata": {},
   "source": [
    "## Read GeoMx DSP"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bfe66fd4",
   "metadata": {},
   "source": [
    "Read spatial transcriptomics data of NanoString GeoMx DSP. Mouse embryonic development samples are used as examples.\n",
    "\n",
    "Download from https://nanostring.com/products/geomx-digital-spatial-profiler/spatial-organ-atlas/mouse-development/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "0ba8a502",
   "metadata": {},
   "outputs": [],
   "source": [
    "adata_dsp = sp.pp.read_dsp2adata(\n",
    "    xml_file={\n",
    "        # Using the xml file for two samples as an example, \n",
    "        # you can add key-value pairs to the dictionary if you need information about sample points for more samples.\n",
    "        'mu_dev_E13_006': r'D:\\data\\nanostring_growth\\mu_dev_E13_006.ome.xml',\n",
    "        'mu_dev_E13_011': r'D:\\data\\nanostring_growth\\mu_dev_E13_011.ome.xml'\n",
    "    },\n",
    "    information_file=r'D:\\data\\nanostring_growth\\Export4_NormalizationQ3.xlsx',\n",
    ")\n",
    "adata."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "072b8d2f",
   "metadata": {},
   "outputs": [
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>SlideName</th>\n",
       "      <th>ScanLabel</th>\n",
       "      <th>ROILabel</th>\n",
       "      <th>SegmentLabel</th>\n",
       "      <th>QCFlags</th>\n",
       "      <th>AOISurfaceArea</th>\n",
       "      <th>AOINucleiCount</th>\n",
       "      <th>ROICoordinateX</th>\n",
       "      <th>ROICoordinateY</th>\n",
       "      <th>RawReads</th>\n",
       "      <th>...</th>\n",
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       "      <th>ROIID</th>\n",
       "      <th>SegmentID</th>\n",
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       "      <th>ScanHeight</th>\n",
       "      <th>ScanOffsetX</th>\n",
       "      <th>ScanOffsetY</th>\n",
       "      <th>LOQ (Mouse NGS Whole Transcriptome Atlas RNA)</th>\n",
       "      <th>NormalizationFactor</th>\n",
       "      <th>ExpressionFilteringThreshold (Mouse NGS Whole Transcriptome Atlas RNA)</th>\n",
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       "    <tr>\n",
       "      <th>SegmentDisplayName</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>mu_dev_E13_006 | 001 | Full ROI</th>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>1</td>\n",
       "      <td>Full ROI</td>\n",
       "      <td>Low Negative Probe Count for Probe Kit Mouse N...</td>\n",
       "      <td>18903.649637</td>\n",
       "      <td>232</td>\n",
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       "      <td>aea467c9-b2cd-4e35-8e3a-89046af25c70</td>\n",
       "      <td>17027.785156</td>\n",
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       "      <td>17.933519</td>\n",
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       "      <th>mu_dev_E13_006 | 002 | Full ROI</th>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>2</td>\n",
       "      <td>Full ROI</td>\n",
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       "      <td>40862.261776</td>\n",
       "      <td>535</td>\n",
       "      <td>13043</td>\n",
       "      <td>10716</td>\n",
       "      <td>10734759</td>\n",
       "      <td>...</td>\n",
       "      <td>E13</td>\n",
       "      <td>20713d4a-ce80-4763-b7d0-42314d03fc00</td>\n",
       "      <td>fe759caf-f932-480e-acf8-dcf3b9f78a92</td>\n",
       "      <td>17027.785156</td>\n",
       "      <td>24236.730469</td>\n",
       "      <td>7870</td>\n",
       "      <td>4265</td>\n",
       "      <td>26.548776</td>\n",
       "      <td>0.295223</td>\n",
       "      <td>26.548776</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mu_dev_E13_006 | 003 | Full ROI</th>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>3</td>\n",
       "      <td>Full ROI</td>\n",
       "      <td>Low Negative Probe Count for Probe Kit Mouse N...</td>\n",
       "      <td>16132.074042</td>\n",
       "      <td>294</td>\n",
       "      <td>13222</td>\n",
       "      <td>10694</td>\n",
       "      <td>3592371</td>\n",
       "      <td>...</td>\n",
       "      <td>E13</td>\n",
       "      <td>0988206b-12a2-40b2-a991-3a02c9c76e86</td>\n",
       "      <td>e96dbf28-0185-41a3-947f-957e29fac866</td>\n",
       "      <td>17027.785156</td>\n",
       "      <td>24236.730469</td>\n",
       "      <td>7870</td>\n",
       "      <td>4265</td>\n",
       "      <td>13.964632</td>\n",
       "      <td>0.696197</td>\n",
       "      <td>13.964632</td>\n",
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       "    <tr>\n",
       "      <th>mu_dev_E13_006 | 004 | Full ROI</th>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>4</td>\n",
       "      <td>Full ROI</td>\n",
       "      <td>Low Nuclei Count,Low Surface Area,Low Negative...</td>\n",
       "      <td>12612.492573</td>\n",
       "      <td>195</td>\n",
       "      <td>12767</td>\n",
       "      <td>10561</td>\n",
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       "      <td>03fef82c-61a1-46b6-b9bb-48a9812d75ec</td>\n",
       "      <td>17027.785156</td>\n",
       "      <td>24236.730469</td>\n",
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       "      <td>11.636453</td>\n",
       "      <td>0.951943</td>\n",
       "      <td>11.636453</td>\n",
       "    </tr>\n",
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       "      <th>mu_dev_E13_006 | 005 | Full ROI</th>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>5</td>\n",
       "      <td>Full ROI</td>\n",
       "      <td>Low Nuclei Count,Low Surface Area,Low Negative...</td>\n",
       "      <td>14701.099267</td>\n",
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       "      <td>17027.785156</td>\n",
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       "      <td>4265</td>\n",
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       "      <td>0.613752</td>\n",
       "      <td>13.668204</td>\n",
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       "      <th>mu_dev_E13_006 | 070 | Full ROI</th>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>70</td>\n",
       "      <td>Full ROI</td>\n",
       "      <td>Low Nuclei Count,Low Negative Probe Count for ...</td>\n",
       "      <td>30408.415712</td>\n",
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       "      <td>18.082137</td>\n",
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       "    <tr>\n",
       "      <th>mu_dev_E13_006 | 071 | Full ROI</th>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>71</td>\n",
       "      <td>Full ROI</td>\n",
       "      <td>Low Negative Probe Count for Probe Kit Mouse N...</td>\n",
       "      <td>43689.030037</td>\n",
       "      <td>337</td>\n",
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       "      <td>...</td>\n",
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       "      <td>a80f9727-dc6e-4fdb-a6ac-22489910d9f3</td>\n",
       "      <td>17027.785156</td>\n",
       "      <td>24236.730469</td>\n",
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       "      <td>4265</td>\n",
       "      <td>21.958678</td>\n",
       "      <td>0.568844</td>\n",
       "      <td>21.958678</td>\n",
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       "    <tr>\n",
       "      <th>mu_dev_E13_006 | 072 | Full ROI</th>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>72</td>\n",
       "      <td>Full ROI</td>\n",
       "      <td>Low Negative Probe Count for Probe Kit Mouse N...</td>\n",
       "      <td>33598.777767</td>\n",
       "      <td>283</td>\n",
       "      <td>11676</td>\n",
       "      <td>14877</td>\n",
       "      <td>4043511</td>\n",
       "      <td>...</td>\n",
       "      <td>E13</td>\n",
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       "      <td>fa57381b-c138-44db-a1f9-9f82be221b26</td>\n",
       "      <td>17027.785156</td>\n",
       "      <td>24236.730469</td>\n",
       "      <td>7870</td>\n",
       "      <td>4265</td>\n",
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       "      <td>18.827867</td>\n",
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       "      <th>mu_dev_E13_006 | 073 | Full ROI</th>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>73</td>\n",
       "      <td>Full ROI</td>\n",
       "      <td>Low Negative Probe Count for Probe Kit Mouse N...</td>\n",
       "      <td>39661.579208</td>\n",
       "      <td>300</td>\n",
       "      <td>11678</td>\n",
       "      <td>15824</td>\n",
       "      <td>2236827</td>\n",
       "      <td>...</td>\n",
       "      <td>E13</td>\n",
       "      <td>a7f48d52-f3ca-4494-8ff4-92d298bc61bc</td>\n",
       "      <td>1ce02e44-021f-4f81-83e6-f22c6c485eab</td>\n",
       "      <td>17027.785156</td>\n",
       "      <td>24236.730469</td>\n",
       "      <td>7870</td>\n",
       "      <td>4265</td>\n",
       "      <td>14.253218</td>\n",
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       "      <td>14.253218</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mu_dev_E13_006 | 074 | Full ROI</th>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>74</td>\n",
       "      <td>Full ROI</td>\n",
       "      <td>Low Nuclei Count,Low Negative Probe Count for ...</td>\n",
       "      <td>17689.572357</td>\n",
       "      <td>113</td>\n",
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       "      <td>15388</td>\n",
       "      <td>1856400</td>\n",
       "      <td>...</td>\n",
       "      <td>E13</td>\n",
       "      <td>b77a64cb-7f65-4be2-95d8-e8b027ef9e3d</td>\n",
       "      <td>b73f5930-c1b8-4217-8af5-0ca0e0c0728f</td>\n",
       "      <td>17027.785156</td>\n",
       "      <td>24236.730469</td>\n",
       "      <td>7870</td>\n",
       "      <td>4265</td>\n",
       "      <td>10.774001</td>\n",
       "      <td>1.554840</td>\n",
       "      <td>10.774001</td>\n",
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       "  </tbody>\n",
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      "text/plain": [
       "                                      SlideName       ScanLabel  ROILabel   \n",
       "SegmentDisplayName                                                          \n",
       "mu_dev_E13_006 | 001 | Full ROI  mu_dev_E13_006  mu_dev_E13_006         1  \\\n",
       "mu_dev_E13_006 | 002 | Full ROI  mu_dev_E13_006  mu_dev_E13_006         2   \n",
       "mu_dev_E13_006 | 003 | Full ROI  mu_dev_E13_006  mu_dev_E13_006         3   \n",
       "mu_dev_E13_006 | 004 | Full ROI  mu_dev_E13_006  mu_dev_E13_006         4   \n",
       "mu_dev_E13_006 | 005 | Full ROI  mu_dev_E13_006  mu_dev_E13_006         5   \n",
       "...                                         ...             ...       ...   \n",
       "mu_dev_E13_006 | 070 | Full ROI  mu_dev_E13_006  mu_dev_E13_006        70   \n",
       "mu_dev_E13_006 | 071 | Full ROI  mu_dev_E13_006  mu_dev_E13_006        71   \n",
       "mu_dev_E13_006 | 072 | Full ROI  mu_dev_E13_006  mu_dev_E13_006        72   \n",
       "mu_dev_E13_006 | 073 | Full ROI  mu_dev_E13_006  mu_dev_E13_006        73   \n",
       "mu_dev_E13_006 | 074 | Full ROI  mu_dev_E13_006  mu_dev_E13_006        74   \n",
       "\n",
       "                                SegmentLabel   \n",
       "SegmentDisplayName                             \n",
       "mu_dev_E13_006 | 001 | Full ROI     Full ROI  \\\n",
       "mu_dev_E13_006 | 002 | Full ROI     Full ROI   \n",
       "mu_dev_E13_006 | 003 | Full ROI     Full ROI   \n",
       "mu_dev_E13_006 | 004 | Full ROI     Full ROI   \n",
       "mu_dev_E13_006 | 005 | Full ROI     Full ROI   \n",
       "...                                      ...   \n",
       "mu_dev_E13_006 | 070 | Full ROI     Full ROI   \n",
       "mu_dev_E13_006 | 071 | Full ROI     Full ROI   \n",
       "mu_dev_E13_006 | 072 | Full ROI     Full ROI   \n",
       "mu_dev_E13_006 | 073 | Full ROI     Full ROI   \n",
       "mu_dev_E13_006 | 074 | Full ROI     Full ROI   \n",
       "\n",
       "                                                                           QCFlags   \n",
       "SegmentDisplayName                                                                   \n",
       "mu_dev_E13_006 | 001 | Full ROI  Low Negative Probe Count for Probe Kit Mouse N...  \\\n",
       "mu_dev_E13_006 | 002 | Full ROI                                                NaN   \n",
       "mu_dev_E13_006 | 003 | Full ROI  Low Negative Probe Count for Probe Kit Mouse N...   \n",
       "mu_dev_E13_006 | 004 | Full ROI  Low Nuclei Count,Low Surface Area,Low Negative...   \n",
       "mu_dev_E13_006 | 005 | Full ROI  Low Nuclei Count,Low Surface Area,Low Negative...   \n",
       "...                                                                            ...   \n",
       "mu_dev_E13_006 | 070 | Full ROI  Low Nuclei Count,Low Negative Probe Count for ...   \n",
       "mu_dev_E13_006 | 071 | Full ROI  Low Negative Probe Count for Probe Kit Mouse N...   \n",
       "mu_dev_E13_006 | 072 | Full ROI  Low Negative Probe Count for Probe Kit Mouse N...   \n",
       "mu_dev_E13_006 | 073 | Full ROI  Low Negative Probe Count for Probe Kit Mouse N...   \n",
       "mu_dev_E13_006 | 074 | Full ROI  Low Nuclei Count,Low Negative Probe Count for ...   \n",
       "\n",
       "                                 AOISurfaceArea  AOINucleiCount   \n",
       "SegmentDisplayName                                                \n",
       "mu_dev_E13_006 | 001 | Full ROI    18903.649637             232  \\\n",
       "mu_dev_E13_006 | 002 | Full ROI    40862.261776             535   \n",
       "mu_dev_E13_006 | 003 | Full ROI    16132.074042             294   \n",
       "mu_dev_E13_006 | 004 | Full ROI    12612.492573             195   \n",
       "mu_dev_E13_006 | 005 | Full ROI    14701.099267             158   \n",
       "...                                         ...             ...   \n",
       "mu_dev_E13_006 | 070 | Full ROI    30408.415712             199   \n",
       "mu_dev_E13_006 | 071 | Full ROI    43689.030037             337   \n",
       "mu_dev_E13_006 | 072 | Full ROI    33598.777767             283   \n",
       "mu_dev_E13_006 | 073 | Full ROI    39661.579208             300   \n",
       "mu_dev_E13_006 | 074 | Full ROI    17689.572357             113   \n",
       "\n",
       "                                 ROICoordinateX  ROICoordinateY  RawReads   \n",
       "SegmentDisplayName                                                          \n",
       "mu_dev_E13_006 | 001 | Full ROI           13045           10716   4562764  \\\n",
       "mu_dev_E13_006 | 002 | Full ROI           13043           10716  10734759   \n",
       "mu_dev_E13_006 | 003 | Full ROI           13222           10694   3592371   \n",
       "mu_dev_E13_006 | 004 | Full ROI           12767           10561   2428801   \n",
       "mu_dev_E13_006 | 005 | Full ROI           11930            9360   4720222   \n",
       "...                                         ...             ...       ...   \n",
       "mu_dev_E13_006 | 070 | Full ROI           14315           15570   4182247   \n",
       "mu_dev_E13_006 | 071 | Full ROI           11946           14451   6504157   \n",
       "mu_dev_E13_006 | 072 | Full ROI           11676           14877   4043511   \n",
       "mu_dev_E13_006 | 073 | Full ROI           11678           15824   2236827   \n",
       "mu_dev_E13_006 | 074 | Full ROI           12746           15388   1856400   \n",
       "\n",
       "                                 ...  Timepoint   \n",
       "SegmentDisplayName               ...              \n",
       "mu_dev_E13_006 | 001 | Full ROI  ...        E13  \\\n",
       "mu_dev_E13_006 | 002 | Full ROI  ...        E13   \n",
       "mu_dev_E13_006 | 003 | Full ROI  ...        E13   \n",
       "mu_dev_E13_006 | 004 | Full ROI  ...        E13   \n",
       "mu_dev_E13_006 | 005 | Full ROI  ...        E13   \n",
       "...                              ...        ...   \n",
       "mu_dev_E13_006 | 070 | Full ROI  ...        E13   \n",
       "mu_dev_E13_006 | 071 | Full ROI  ...        E13   \n",
       "mu_dev_E13_006 | 072 | Full ROI  ...        E13   \n",
       "mu_dev_E13_006 | 073 | Full ROI  ...        E13   \n",
       "mu_dev_E13_006 | 074 | Full ROI  ...        E13   \n",
       "\n",
       "                                                                ROIID   \n",
       "SegmentDisplayName                                                      \n",
       "mu_dev_E13_006 | 001 | Full ROI  06500829-4ffd-4113-a99d-12b07ce7cfe5  \\\n",
       "mu_dev_E13_006 | 002 | Full ROI  20713d4a-ce80-4763-b7d0-42314d03fc00   \n",
       "mu_dev_E13_006 | 003 | Full ROI  0988206b-12a2-40b2-a991-3a02c9c76e86   \n",
       "mu_dev_E13_006 | 004 | Full ROI  15275e09-2eb7-49f8-a31e-98f34b3c7e46   \n",
       "mu_dev_E13_006 | 005 | Full ROI  9e72c37e-efb0-4bab-9dfb-8a4dafe24353   \n",
       "...                                                               ...   \n",
       "mu_dev_E13_006 | 070 | Full ROI  df847b31-150e-453e-9655-4637cbe0bf6b   \n",
       "mu_dev_E13_006 | 071 | Full ROI  a37d80b8-ca4c-47ef-8242-ed57deba194e   \n",
       "mu_dev_E13_006 | 072 | Full ROI  70160960-3b85-40a3-a202-ae324eeba07b   \n",
       "mu_dev_E13_006 | 073 | Full ROI  a7f48d52-f3ca-4494-8ff4-92d298bc61bc   \n",
       "mu_dev_E13_006 | 074 | Full ROI  b77a64cb-7f65-4be2-95d8-e8b027ef9e3d   \n",
       "\n",
       "                                                            SegmentID   \n",
       "SegmentDisplayName                                                      \n",
       "mu_dev_E13_006 | 001 | Full ROI  aea467c9-b2cd-4e35-8e3a-89046af25c70  \\\n",
       "mu_dev_E13_006 | 002 | Full ROI  fe759caf-f932-480e-acf8-dcf3b9f78a92   \n",
       "mu_dev_E13_006 | 003 | Full ROI  e96dbf28-0185-41a3-947f-957e29fac866   \n",
       "mu_dev_E13_006 | 004 | Full ROI  03fef82c-61a1-46b6-b9bb-48a9812d75ec   \n",
       "mu_dev_E13_006 | 005 | Full ROI  1565b22e-8e8a-4c2f-8a90-8ca122c66323   \n",
       "...                                                               ...   \n",
       "mu_dev_E13_006 | 070 | Full ROI  d8981b38-1fb1-4140-a227-84899ad187b0   \n",
       "mu_dev_E13_006 | 071 | Full ROI  a80f9727-dc6e-4fdb-a6ac-22489910d9f3   \n",
       "mu_dev_E13_006 | 072 | Full ROI  fa57381b-c138-44db-a1f9-9f82be221b26   \n",
       "mu_dev_E13_006 | 073 | Full ROI  1ce02e44-021f-4f81-83e6-f22c6c485eab   \n",
       "mu_dev_E13_006 | 074 | Full ROI  b73f5930-c1b8-4217-8af5-0ca0e0c0728f   \n",
       "\n",
       "                                    ScanWidth    ScanHeight ScanOffsetX   \n",
       "SegmentDisplayName                                                        \n",
       "mu_dev_E13_006 | 001 | Full ROI  17027.785156  24236.730469        7870  \\\n",
       "mu_dev_E13_006 | 002 | Full ROI  17027.785156  24236.730469        7870   \n",
       "mu_dev_E13_006 | 003 | Full ROI  17027.785156  24236.730469        7870   \n",
       "mu_dev_E13_006 | 004 | Full ROI  17027.785156  24236.730469        7870   \n",
       "mu_dev_E13_006 | 005 | Full ROI  17027.785156  24236.730469        7870   \n",
       "...                                       ...           ...         ...   \n",
       "mu_dev_E13_006 | 070 | Full ROI  17027.785156  24236.730469        7870   \n",
       "mu_dev_E13_006 | 071 | Full ROI  17027.785156  24236.730469        7870   \n",
       "mu_dev_E13_006 | 072 | Full ROI  17027.785156  24236.730469        7870   \n",
       "mu_dev_E13_006 | 073 | Full ROI  17027.785156  24236.730469        7870   \n",
       "mu_dev_E13_006 | 074 | Full ROI  17027.785156  24236.730469        7870   \n",
       "\n",
       "                                 ScanOffsetY   \n",
       "SegmentDisplayName                             \n",
       "mu_dev_E13_006 | 001 | Full ROI         4265  \\\n",
       "mu_dev_E13_006 | 002 | Full ROI         4265   \n",
       "mu_dev_E13_006 | 003 | Full ROI         4265   \n",
       "mu_dev_E13_006 | 004 | Full ROI         4265   \n",
       "mu_dev_E13_006 | 005 | Full ROI         4265   \n",
       "...                                      ...   \n",
       "mu_dev_E13_006 | 070 | Full ROI         4265   \n",
       "mu_dev_E13_006 | 071 | Full ROI         4265   \n",
       "mu_dev_E13_006 | 072 | Full ROI         4265   \n",
       "mu_dev_E13_006 | 073 | Full ROI         4265   \n",
       "mu_dev_E13_006 | 074 | Full ROI         4265   \n",
       "\n",
       "                                 LOQ (Mouse NGS Whole Transcriptome Atlas RNA)   \n",
       "SegmentDisplayName                                                               \n",
       "mu_dev_E13_006 | 001 | Full ROI                                      17.933519  \\\n",
       "mu_dev_E13_006 | 002 | Full ROI                                      26.548776   \n",
       "mu_dev_E13_006 | 003 | Full ROI                                      13.964632   \n",
       "mu_dev_E13_006 | 004 | Full ROI                                      11.636453   \n",
       "mu_dev_E13_006 | 005 | Full ROI                                      13.668204   \n",
       "...                                                                        ...   \n",
       "mu_dev_E13_006 | 070 | Full ROI                                      18.082137   \n",
       "mu_dev_E13_006 | 071 | Full ROI                                      21.958678   \n",
       "mu_dev_E13_006 | 072 | Full ROI                                      18.827867   \n",
       "mu_dev_E13_006 | 073 | Full ROI                                      14.253218   \n",
       "mu_dev_E13_006 | 074 | Full ROI                                      10.774001   \n",
       "\n",
       "                                NormalizationFactor   \n",
       "SegmentDisplayName                                    \n",
       "mu_dev_E13_006 | 001 | Full ROI            0.568844  \\\n",
       "mu_dev_E13_006 | 002 | Full ROI            0.295223   \n",
       "mu_dev_E13_006 | 003 | Full ROI            0.696197   \n",
       "mu_dev_E13_006 | 004 | Full ROI            0.951943   \n",
       "mu_dev_E13_006 | 005 | Full ROI            0.613752   \n",
       "...                                             ...   \n",
       "mu_dev_E13_006 | 070 | Full ROI            0.914612   \n",
       "mu_dev_E13_006 | 071 | Full ROI            0.568844   \n",
       "mu_dev_E13_006 | 072 | Full ROI            0.790596   \n",
       "mu_dev_E13_006 | 073 | Full ROI            1.048207   \n",
       "mu_dev_E13_006 | 074 | Full ROI            1.554840   \n",
       "\n",
       "                                ExpressionFilteringThreshold (Mouse NGS Whole Transcriptome Atlas RNA)  \n",
       "SegmentDisplayName                                                                                      \n",
       "mu_dev_E13_006 | 001 | Full ROI                                          17.933519                      \n",
       "mu_dev_E13_006 | 002 | Full ROI                                          26.548776                      \n",
       "mu_dev_E13_006 | 003 | Full ROI                                          13.964632                      \n",
       "mu_dev_E13_006 | 004 | Full ROI                                          11.636453                      \n",
       "mu_dev_E13_006 | 005 | Full ROI                                          13.668204                      \n",
       "...                                                                            ...                      \n",
       "mu_dev_E13_006 | 070 | Full ROI                                          18.082137                      \n",
       "mu_dev_E13_006 | 071 | Full ROI                                          21.958678                      \n",
       "mu_dev_E13_006 | 072 | Full ROI                                          18.827867                      \n",
       "mu_dev_E13_006 | 073 | Full ROI                                          14.253218                      \n",
       "mu_dev_E13_006 | 074 | Full ROI                                          10.774001                      \n",
       "\n",
       "[74 rows x 35 columns]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "adata_dsp.obs.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8088d133",
   "metadata": {},
   "source": [
    "The sampling points corresponding to each ROI is stored in.uns.point."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "8703a862",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "    }\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>slide</th>\n",
       "      <th>roi</th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>1</td>\n",
       "      <td>13011.793535</td>\n",
       "      <td>10484.417086</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>1</td>\n",
       "      <td>13109.708338</td>\n",
       "      <td>10499.139178</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>1</td>\n",
       "      <td>13184.708338</td>\n",
       "      <td>10547.123928</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>1</td>\n",
       "      <td>13242.708338</td>\n",
       "      <td>10642.093747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>mu_dev_E13_006</td>\n",
       "      <td>1</td>\n",
       "      <td>13261.840745</td>\n",
       "      <td>10730.656697</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4171</th>\n",
       "      <td>mu_dev_E13_011</td>\n",
       "      <td>58</td>\n",
       "      <td>4548.893838</td>\n",
       "      <td>10387.159712</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4172</th>\n",
       "      <td>mu_dev_E13_011</td>\n",
       "      <td>58</td>\n",
       "      <td>4477.882657</td>\n",
       "      <td>10362.799483</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4173</th>\n",
       "      <td>mu_dev_E13_011</td>\n",
       "      <td>58</td>\n",
       "      <td>4437.660936</td>\n",
       "      <td>10371.299021</td>\n",
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       "    <tr>\n",
       "      <th>4174</th>\n",
       "      <td>mu_dev_E13_011</td>\n",
       "      <td>58</td>\n",
       "      <td>4487.202775</td>\n",
       "      <td>10425.060315</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4175</th>\n",
       "      <td>mu_dev_E13_011</td>\n",
       "      <td>58</td>\n",
       "      <td>4636.188087</td>\n",
       "      <td>10423.920083</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>4176 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "               slide  roi             x             y\n",
       "0     mu_dev_E13_006    1  13011.793535  10484.417086\n",
       "1     mu_dev_E13_006    1  13109.708338  10499.139178\n",
       "2     mu_dev_E13_006    1  13184.708338  10547.123928\n",
       "3     mu_dev_E13_006    1  13242.708338  10642.093747\n",
       "4     mu_dev_E13_006    1  13261.840745  10730.656697\n",
       "...              ...  ...           ...           ...\n",
       "4171  mu_dev_E13_011   58   4548.893838  10387.159712\n",
       "4172  mu_dev_E13_011   58   4477.882657  10362.799483\n",
       "4173  mu_dev_E13_011   58   4437.660936  10371.299021\n",
       "4174  mu_dev_E13_011   58   4487.202775  10425.060315\n",
       "4175  mu_dev_E13_011   58   4636.188087  10423.920083\n",
       "\n",
       "[4176 rows x 4 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "adata_dsp.uns['point']"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "56344676",
   "metadata": {},
   "source": [
    "## Read other barcode-based data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "53a8f6dd",
   "metadata": {},
   "source": [
    "In most cases, the raw data of barcode-based spatial omics technology can be expressed in **two tables**: the coordinate information of each cell (spot) and the expression of each cell (spot). This `sp.pp.read_csv2adata()` generates the Anndata format by providing the two tables by the user.\n",
    "\n",
    "Here we use slide-seqV2 data from the mouse olfactory bulb as a demonstration.\n",
    "Download from https://singlecell.broadinstitute.org/single_cell/study/SCP815."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "6bad0b9b",
   "metadata": {},
   "outputs": [],
   "source": [
    "express = pd.read_csv(r'D:\\data\\Slide_seqV2_ofactory_bulb\\Puck_200127_15.digital_expression.txt', index_col=0, header=0, sep='\\t')\n",
    "location = pd.read_csv(r'D:\\data\\Slide_seqV2_ofactory_bulb\\Puck_200127_15_bead_locations.csv', index_col=0, header=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "05e32792",
   "metadata": {},
   "outputs": [],
   "source": [
    "adata_csv = sp.pp.read_csv2adata(express.T, location)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "3428b886",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 21724 × 21220\n",
       "    obs: 'xcoord', 'ycoord'\n",
       "    obsm: 'spatial'"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "adata_csv"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6a054e3b",
   "metadata": {},
   "source": [
    "## Read imaged-based data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6e87d05f",
   "metadata": {},
   "source": [
    "The image-based spatial omics technology needs to perform cell segmentation first, and quantitatively generate anndata format through the results of cell segmentation. Users are required to provide images of cell segmentation and staining images for each marker.\n",
    "\n",
    "Here we use one (sample 4) of breast cancer MIBI-TOF dataests as an example.\n",
    "Download from https://mibi-share.ionpath.com."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "f61783ae",
   "metadata": {},
   "outputs": [],
   "source": [
    "import tifffile as tiff\n",
    "import matplotlib.pyplot as plt\n",
    "image = tiff.imread(r'D:/data/soapy_test_data/mibi/TA459_multipleCores2_Run-4_Point4.tiff')\n",
    "mask = tiff.imread(r'D:/data/soapy_test_data/mibi/Point4_binarymask.tiff')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "07430be6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(mask, cmap='gray')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "540ffc83",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(image[8, :, :], cmap='gray', vmax=5)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fddfcf07",
   "metadata": {},
   "source": [
    "Determine the name of each channel and the channel that needs to be removed to obtain the quantitative Anndata."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "80ef3c95",
   "metadata": {},
   "outputs": [],
   "source": [
    "channel_names=[\n",
    "    'Au','Background','Beta_catenin','Ca','CD11b','CD11c','CD138','CD16','CD20','CD209','CD3',\n",
    "    'CD31','CD4','CD45','CD45RO','CD56','CD63','CD68','CD8','dsDNA','EGFR','Fe','FoxP3','H3K27me3',\n",
    "    'H3K9ac','HLA-DR','HLA-I','IDO','CK17','CK6','Ki67','Lag3','MPO','Na','P','p53','PanCK','PD-L1',\n",
    "    'PD-1','pS6','Si','SMA','Ta','Vimentin'\n",
    "]\n",
    "\n",
    "exp_removed = [0,1,3,19,21,23,33,34,40,42]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "32474630",
   "metadata": {},
   "outputs": [],
   "source": [
    "adata_img = sp.pp.read_mult_image2adata(\n",
    "    image=image,\n",
    "    mask=mask,\n",
    "    channel_names=channel_names,\n",
    "    remove_channels=exp_removed\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "3bfa767f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 6667 × 44\n",
       "    uns: 'img', 'mask', 'var_for_analysis', 'spatial', 'SOAPy'\n",
       "    obsm: 'spatial'"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "adata_img"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}