{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# SPACEc: Distance Permutation Analysis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/tim/miniforge3/envs/spacec/lib/python3.10/site-packages/anndata/utils.py:429: FutureWarning: Importing read_csv from `anndata` is deprecated. Import anndata.io.read_csv instead.\n",
      "  warnings.warn(msg, FutureWarning)\n",
      "/home/tim/miniforge3/envs/spacec/lib/python3.10/site-packages/anndata/utils.py:429: FutureWarning: Importing read_text from `anndata` is deprecated. Import anndata.io.read_text instead.\n",
      "  warnings.warn(msg, FutureWarning)\n",
      "/home/tim/miniforge3/envs/spacec/lib/python3.10/site-packages/anndata/utils.py:429: FutureWarning: Importing read_excel from `anndata` is deprecated. Import anndata.io.read_excel instead.\n",
      "  warnings.warn(msg, FutureWarning)\n",
      "/home/tim/miniforge3/envs/spacec/lib/python3.10/site-packages/anndata/utils.py:429: FutureWarning: Importing read_mtx from `anndata` is deprecated. Import anndata.io.read_mtx instead.\n",
      "  warnings.warn(msg, FutureWarning)\n",
      "/home/tim/miniforge3/envs/spacec/lib/python3.10/site-packages/anndata/utils.py:429: FutureWarning: Importing read_loom from `anndata` is deprecated. Import anndata.io.read_loom instead.\n",
      "  warnings.warn(msg, FutureWarning)\n",
      "/home/tim/miniforge3/envs/spacec/lib/python3.10/site-packages/anndata/utils.py:429: FutureWarning: Importing read_hdf from `anndata` is deprecated. Import anndata.io.read_hdf instead.\n",
      "  warnings.warn(msg, FutureWarning)\n",
      "/home/tim/miniforge3/envs/spacec/lib/python3.10/site-packages/anndata/utils.py:429: FutureWarning: Importing read_umi_tools from `anndata` is deprecated. Import anndata.io.read_umi_tools instead.\n",
      "  warnings.warn(msg, FutureWarning)\n",
      "2024-11-24 21:33:36.026147: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory\n",
      "2024-11-24 21:33:36.026168: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.\n",
      "INFO:root: * TissUUmaps version: 3.1.1.6\n",
      "/home/tim/miniforge3/envs/spacec/lib/python3.10/site-packages/torch_geometric/typing.py:68: UserWarning: An issue occurred while importing 'pyg-lib'. Disabling its usage. Stacktrace: /home/tim/miniforge3/envs/spacec/lib/python3.10/site-packages/libpyg.so: undefined symbol: _ZN3c1010Dispatcher17runRecordFunctionERN2at14RecordFunctionESt17reference_wrapperIKNS_14FunctionSchemaEENS_11DispatchKeyE\n",
      "  warnings.warn(f\"An issue occurred while importing 'pyg-lib'. \"\n",
      "/home/tim/miniforge3/envs/spacec/lib/python3.10/site-packages/torch_geometric/typing.py:86: UserWarning: An issue occurred while importing 'torch-scatter'. Disabling its usage. Stacktrace: /home/tim/miniforge3/envs/spacec/lib/python3.10/site-packages/torch_scatter/_version_cuda.so: undefined symbol: _ZN5torch3jit17parseSchemaOrNameERKSs\n",
      "  warnings.warn(f\"An issue occurred while importing 'torch-scatter'. \"\n",
      "/home/tim/miniforge3/envs/spacec/lib/python3.10/site-packages/torch_geometric/typing.py:97: UserWarning: An issue occurred while importing 'torch-cluster'. Disabling its usage. Stacktrace: /home/tim/miniforge3/envs/spacec/lib/python3.10/site-packages/torch_cluster/_version_cuda.so: undefined symbol: _ZN5torch3jit17parseSchemaOrNameERKSs\n",
      "  warnings.warn(f\"An issue occurred while importing 'torch-cluster'. \"\n",
      "/home/tim/miniforge3/envs/spacec/lib/python3.10/site-packages/torch_geometric/typing.py:113: UserWarning: An issue occurred while importing 'torch-spline-conv'. Disabling its usage. Stacktrace: /home/tim/miniforge3/envs/spacec/lib/python3.10/site-packages/torch_spline_conv/_version_cuda.so: undefined symbol: _ZN5torch3jit17parseSchemaOrNameERKSs\n",
      "  warnings.warn(\n",
      "/home/tim/miniforge3/envs/spacec/lib/python3.10/site-packages/torch_geometric/typing.py:124: UserWarning: An issue occurred while importing 'torch-sparse'. Disabling its usage. Stacktrace: /home/tim/miniforge3/envs/spacec/lib/python3.10/site-packages/torch_sparse/_version_cuda.so: undefined symbol: _ZN5torch3jit17parseSchemaOrNameERKSs\n",
      "  warnings.warn(f\"An issue occurred while importing 'torch-sparse'. \"\n"
     ]
    }
   ],
   "source": [
    "import spacec as sp\n",
    "\n",
    "#import standard packages\n",
    "import os\n",
    "import pandas as pd\n",
    "import scanpy as sc\n",
    "\n",
    "# silencing warnings\n",
    "import warnings\n",
    "warnings.filterwarnings('ignore')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# set plotting parameters\n",
    "sc.settings.set_figure_params(dpi=80, facecolor='white')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Specify the path to the data\n",
    "root_path = \"/home/user/path/SPACEc/\" # inset your own path\n",
    "\n",
    "data_path = root_path + 'example_data/raw/' # where the data is stored\n",
    "\n",
    "# where you want to store the output\n",
    "output_dir = root_path + 'example_data/output/'\n",
    "os.makedirs(output_dir, exist_ok=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 46789 × 59\n",
       "    obs: 'DAPI', 'x', 'y', 'area', 'region_num', 'unique_region', 'condition', 'leiden_1', 'leiden_1_subcluster', 'cell_type_coarse', 'cell_type_coarse_subcluster', 'cell_type_coarse_f', 'cell_type_coarse_f_subcluster', 'cell_type_coarse_f_f', 'cell_type', 'CN_k20_n40', 'CN_k20_n30', 'CN_k20_n20', 'CN_k20_n25', 'CN_k20_n6', 'CN_k20_n6_annot'\n",
       "    uns: 'CN_k20_n6_colors', 'Centroid_k20_n20', 'Centroid_k20_n25', 'Centroid_k20_n30', 'Centroid_k20_n40', 'Centroid_k20_n6', 'cell_type_coarse_f_colors', 'cell_type_colors', 'dendrogram_cell_type_coarse_f_subcluster', 'leiden', 'leiden_1_colors', 'neighbors', 'umap', 'unique_region_colors'\n",
       "    obsm: 'X_pca', 'X_umap'\n",
       "    layers: 'scaled'\n",
       "    obsp: 'connectivities', 'distances'"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Load data\n",
    "adata = sc.read(output_dir + \"adata_nn_demo_annotated_cn.h5ad\")\n",
    "adata"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Identify potential interactions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# compute the potential interactions\n",
    "distance_pvals, results_dict = sp.tl.identify_interactions(\n",
    "    adata = adata, # AnnData object\n",
    "    cellid = \"index\", # column that contains the cell id (set index if the cell id is the index of the dataframe)\n",
    "    x_pos = \"x\", # x coordinate column\n",
    "    y_pos = \"y\", # y coordinate column\n",
    "    cell_type = \"cell_type\", # column that contains the cell type information\n",
    "    region = \"unique_region\", # column that contains the region information\n",
    "    num_iterations=1000, # number of iterations for the permutation test\n",
    "    num_cores=12,  # number of CPU threads to use\n",
    "    min_observed = 10, # minimum number of observed interactions to consider a cell type pair\n",
    "    comparison = 'condition', # column that contains the condition information we want to compare\n",
    "    distance_threshold=20/0.5085) # distance threshold in px (20 µm)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys(['distance_pvals', 'triangulation_distances_observed', 'triangulation_distances_iterated'])"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# the results_dict contains the results of the permutation test as well as the observed and shuffled distances\n",
    "results_dict.keys()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "        vertical-align: middle;\n",
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       "\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>unique_region</th>\n",
       "      <th>celltype1_index</th>\n",
       "      <th>celltype1</th>\n",
       "      <th>celltype1_X</th>\n",
       "      <th>celltype1_Y</th>\n",
       "      <th>celltype2_index</th>\n",
       "      <th>celltype2</th>\n",
       "      <th>celltype2_X</th>\n",
       "      <th>celltype2_Y</th>\n",
       "      <th>distance</th>\n",
       "      <th>condition</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>reg002</td>\n",
       "      <td>3675</td>\n",
       "      <td>CD4+ T cell</td>\n",
       "      <td>612</td>\n",
       "      <td>1209</td>\n",
       "      <td>3752</td>\n",
       "      <td>Plasma cell</td>\n",
       "      <td>620</td>\n",
       "      <td>1220</td>\n",
       "      <td>13.601471</td>\n",
       "      <td>tonsillitis</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>reg002</td>\n",
       "      <td>15372</td>\n",
       "      <td>CD8+ T cell</td>\n",
       "      <td>1691</td>\n",
       "      <td>310</td>\n",
       "      <td>15416</td>\n",
       "      <td>Plasma cell</td>\n",
       "      <td>1697</td>\n",
       "      <td>296</td>\n",
       "      <td>15.231546</td>\n",
       "      <td>tonsillitis</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>reg002</td>\n",
       "      <td>6507</td>\n",
       "      <td>CD8+ T cell</td>\n",
       "      <td>897</td>\n",
       "      <td>651</td>\n",
       "      <td>6508</td>\n",
       "      <td>CD4+ T cell</td>\n",
       "      <td>897</td>\n",
       "      <td>672</td>\n",
       "      <td>21.000000</td>\n",
       "      <td>tonsillitis</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>reg002</td>\n",
       "      <td>7976</td>\n",
       "      <td>GCB</td>\n",
       "      <td>1033</td>\n",
       "      <td>1410</td>\n",
       "      <td>8070</td>\n",
       "      <td>GCB</td>\n",
       "      <td>1043</td>\n",
       "      <td>1425</td>\n",
       "      <td>18.027756</td>\n",
       "      <td>tonsillitis</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>reg002</td>\n",
       "      <td>22014</td>\n",
       "      <td>CD4+ T cell</td>\n",
       "      <td>2435</td>\n",
       "      <td>1409</td>\n",
       "      <td>22050</td>\n",
       "      <td>B cell</td>\n",
       "      <td>2444</td>\n",
       "      <td>1419</td>\n",
       "      <td>13.453624</td>\n",
       "      <td>tonsillitis</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79446</th>\n",
       "      <td>reg001</td>\n",
       "      <td>49351</td>\n",
       "      <td>B cell</td>\n",
       "      <td>2835</td>\n",
       "      <td>847</td>\n",
       "      <td>49307</td>\n",
       "      <td>Epithelial cell</td>\n",
       "      <td>2841</td>\n",
       "      <td>871</td>\n",
       "      <td>24.738634</td>\n",
       "      <td>tonsil</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79447</th>\n",
       "      <td>reg001</td>\n",
       "      <td>46044</td>\n",
       "      <td>Epithelial cell</td>\n",
       "      <td>2457</td>\n",
       "      <td>425</td>\n",
       "      <td>46027</td>\n",
       "      <td>Epithelial cell</td>\n",
       "      <td>2459</td>\n",
       "      <td>448</td>\n",
       "      <td>23.086793</td>\n",
       "      <td>tonsil</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79448</th>\n",
       "      <td>reg001</td>\n",
       "      <td>47417</td>\n",
       "      <td>M2 Macrophage</td>\n",
       "      <td>2598</td>\n",
       "      <td>2274</td>\n",
       "      <td>47298</td>\n",
       "      <td>Mast cell</td>\n",
       "      <td>2609</td>\n",
       "      <td>2290</td>\n",
       "      <td>19.416488</td>\n",
       "      <td>tonsil</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79449</th>\n",
       "      <td>reg001</td>\n",
       "      <td>43846</td>\n",
       "      <td>CD4+ T cell</td>\n",
       "      <td>2234</td>\n",
       "      <td>1393</td>\n",
       "      <td>43625</td>\n",
       "      <td>cDC1</td>\n",
       "      <td>2252</td>\n",
       "      <td>1390</td>\n",
       "      <td>18.248288</td>\n",
       "      <td>tonsil</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79450</th>\n",
       "      <td>reg001</td>\n",
       "      <td>30272</td>\n",
       "      <td>CD8+ T cell</td>\n",
       "      <td>1124</td>\n",
       "      <td>230</td>\n",
       "      <td>30103</td>\n",
       "      <td>Vessel</td>\n",
       "      <td>1140</td>\n",
       "      <td>231</td>\n",
       "      <td>16.031220</td>\n",
       "      <td>tonsil</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>280510 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      unique_region celltype1_index        celltype1  celltype1_X  \\\n",
       "0            reg002            3675      CD4+ T cell          612   \n",
       "1            reg002           15372      CD8+ T cell         1691   \n",
       "2            reg002            6507      CD8+ T cell          897   \n",
       "3            reg002            7976              GCB         1033   \n",
       "4            reg002           22014      CD4+ T cell         2435   \n",
       "...             ...             ...              ...          ...   \n",
       "79446        reg001           49351           B cell         2835   \n",
       "79447        reg001           46044  Epithelial cell         2457   \n",
       "79448        reg001           47417    M2 Macrophage         2598   \n",
       "79449        reg001           43846      CD4+ T cell         2234   \n",
       "79450        reg001           30272      CD8+ T cell         1124   \n",
       "\n",
       "       celltype1_Y celltype2_index        celltype2  celltype2_X  celltype2_Y  \\\n",
       "0             1209            3752      Plasma cell          620         1220   \n",
       "1              310           15416      Plasma cell         1697          296   \n",
       "2              651            6508      CD4+ T cell          897          672   \n",
       "3             1410            8070              GCB         1043         1425   \n",
       "4             1409           22050           B cell         2444         1419   \n",
       "...            ...             ...              ...          ...          ...   \n",
       "79446          847           49307  Epithelial cell         2841          871   \n",
       "79447          425           46027  Epithelial cell         2459          448   \n",
       "79448         2274           47298        Mast cell         2609         2290   \n",
       "79449         1393           43625             cDC1         2252         1390   \n",
       "79450          230           30103           Vessel         1140          231   \n",
       "\n",
       "        distance    condition  \n",
       "0      13.601471  tonsillitis  \n",
       "1      15.231546  tonsillitis  \n",
       "2      21.000000  tonsillitis  \n",
       "3      18.027756  tonsillitis  \n",
       "4      13.453624  tonsillitis  \n",
       "...          ...          ...  \n",
       "79446  24.738634       tonsil  \n",
       "79447  23.086793       tonsil  \n",
       "79448  19.416488       tonsil  \n",
       "79449  18.248288       tonsil  \n",
       "79450  16.031220       tonsil  \n",
       "\n",
       "[280510 rows x 11 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# the distance_pvals contains the p-values for each cell type pair and is automatically added to the adata.uns\n",
    "adata.uns['triDist']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "# save adata\n",
    "adata.write(output_dir + \"adata_nn_demo_annotated_cn.h5ad\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Filter for most significant results"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this example the results are filtered twice. First to remove rare cell types from the analysis because they are overrepresented when comparing distances, and then we filter on statistical significance as well as absolute log fold change."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cell types that belong to less than 1% of total cells:\n",
      "['Mast cell', 'NK cell', 'Neutrophil']\n",
      "Categories (15, object): ['B cell', 'CD4+ T cell', 'CD8+ T cell', 'DC', ..., 'Plasma cell', 'Treg', 'Vessel', 'cDC1']\n"
     ]
    }
   ],
   "source": [
    "distance_pvals_filt = sp.tl.remove_rare_cell_types(adata, \n",
    "                       distance_pvals, \n",
    "                       cell_type_column=\"cell_type\", \n",
    "                       min_cell_type_percentage=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(30, 2)\n"
     ]
    },
    {
     "data": {
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       "      <th></th>\n",
       "      <th>celltype1</th>\n",
       "      <th>celltype2</th>\n",
       "      <th>condition</th>\n",
       "      <th>expected</th>\n",
       "      <th>expected_mean</th>\n",
       "      <th>keep_x</th>\n",
       "      <th>observed</th>\n",
       "      <th>observed_mean</th>\n",
       "      <th>keep_y</th>\n",
       "      <th>pvalue</th>\n",
       "      <th>logfold_group</th>\n",
       "      <th>interaction</th>\n",
       "      <th>logfold_group_abs</th>\n",
       "      <th>pairs</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>B cell</td>\n",
       "      <td>CD4+ T cell</td>\n",
       "      <td>tonsil</td>\n",
       "      <td>[17.44611626424993, 17.240214223537937, 17.384...</td>\n",
       "      <td>17.508022</td>\n",
       "      <td>True</td>\n",
       "      <td>[21.0, 14.7648230602334, 23.706539182259394, 2...</td>\n",
       "      <td>16.568973</td>\n",
       "      <td>True</td>\n",
       "      <td>2.649916e-54</td>\n",
       "      <td>-0.079532</td>\n",
       "      <td>B cell --&gt; CD4+ T cell</td>\n",
       "      <td>0.079532</td>\n",
       "      <td>B cell_CD4+ T cell</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>B cell</td>\n",
       "      <td>CD4+ T cell</td>\n",
       "      <td>tonsillitis</td>\n",
       "      <td>[17.991364990576724, 17.796405842536796, 17.37...</td>\n",
       "      <td>17.596348</td>\n",
       "      <td>True</td>\n",
       "      <td>[22.255004511542957, 14.317821063276353, 27.29...</td>\n",
       "      <td>16.143926</td>\n",
       "      <td>True</td>\n",
       "      <td>1.783677e-80</td>\n",
       "      <td>-0.124285</td>\n",
       "      <td>B cell --&gt; CD4+ T cell</td>\n",
       "      <td>0.124285</td>\n",
       "      <td>B cell_CD4+ T cell</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>B cell</td>\n",
       "      <td>CD8+ T cell</td>\n",
       "      <td>tonsil</td>\n",
       "      <td>[17.578718052603264, 17.373822784572745, 17.52...</td>\n",
       "      <td>17.668738</td>\n",
       "      <td>True</td>\n",
       "      <td>[14.142135623730951, 15.908466048591219, 13.60...</td>\n",
       "      <td>16.833803</td>\n",
       "      <td>True</td>\n",
       "      <td>1.343202e-32</td>\n",
       "      <td>-0.069838</td>\n",
       "      <td>B cell --&gt; CD8+ T cell</td>\n",
       "      <td>0.069838</td>\n",
       "      <td>B cell_CD8+ T cell</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>B cell</td>\n",
       "      <td>CD8+ T cell</td>\n",
       "      <td>tonsillitis</td>\n",
       "      <td>[17.220703294913235, 17.586321595513557, 17.69...</td>\n",
       "      <td>17.679001</td>\n",
       "      <td>True</td>\n",
       "      <td>[13.92838827718412, 12.0, 22.47220505424423, 1...</td>\n",
       "      <td>16.493192</td>\n",
       "      <td>True</td>\n",
       "      <td>4.567463e-59</td>\n",
       "      <td>-0.100166</td>\n",
       "      <td>B cell --&gt; CD8+ T cell</td>\n",
       "      <td>0.100166</td>\n",
       "      <td>B cell_CD8+ T cell</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>B cell</td>\n",
       "      <td>Epithelial cell</td>\n",
       "      <td>tonsil</td>\n",
       "      <td>[17.112417871305603, 17.32405435992097, 17.480...</td>\n",
       "      <td>17.645577</td>\n",
       "      <td>True</td>\n",
       "      <td>[25.495097567963924, 11.180339887498949, 32.0,...</td>\n",
       "      <td>17.582085</td>\n",
       "      <td>True</td>\n",
       "      <td>8.317085e-06</td>\n",
       "      <td>-0.005200</td>\n",
       "      <td>B cell --&gt; Epithelial cell</td>\n",
       "      <td>0.005200</td>\n",
       "      <td>B cell_Epithelial cell</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>399</th>\n",
       "      <td>Vessel</td>\n",
       "      <td>Epithelial cell</td>\n",
       "      <td>tonsillitis</td>\n",
       "      <td>[18.656136722237417, 17.23539386972536, 17.452...</td>\n",
       "      <td>17.697952</td>\n",
       "      <td>True</td>\n",
       "      <td>[20.27019348662979, 25.553864678361276, 20.538...</td>\n",
       "      <td>19.468968</td>\n",
       "      <td>True</td>\n",
       "      <td>4.654472e-02</td>\n",
       "      <td>0.137594</td>\n",
       "      <td>Vessel --&gt; Epithelial cell</td>\n",
       "      <td>0.137594</td>\n",
       "      <td>Vessel_Epithelial cell</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>400</th>\n",
       "      <td>Vessel</td>\n",
       "      <td>GCB</td>\n",
       "      <td>tonsil</td>\n",
       "      <td>[17.123726173924652, 17.86949875671633, 17.259...</td>\n",
       "      <td>17.727516</td>\n",
       "      <td>True</td>\n",
       "      <td>[23.219544457292887, 22.561028345356956, 31.57...</td>\n",
       "      <td>22.337618</td>\n",
       "      <td>True</td>\n",
       "      <td>1.868711e-05</td>\n",
       "      <td>0.333485</td>\n",
       "      <td>Vessel --&gt; GCB</td>\n",
       "      <td>0.333485</td>\n",
       "      <td>Vessel_GCB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>401</th>\n",
       "      <td>Vessel</td>\n",
       "      <td>GCB</td>\n",
       "      <td>tonsillitis</td>\n",
       "      <td>[17.73771013605273, 18.023692483603742, 18.473...</td>\n",
       "      <td>17.674742</td>\n",
       "      <td>True</td>\n",
       "      <td>[27.730849247724095, 18.679380239274902, 13.34...</td>\n",
       "      <td>19.167979</td>\n",
       "      <td>True</td>\n",
       "      <td>3.128661e-01</td>\n",
       "      <td>0.117009</td>\n",
       "      <td>Vessel --&gt; GCB</td>\n",
       "      <td>0.117009</td>\n",
       "      <td>Vessel_GCB</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>428</th>\n",
       "      <td>cDC1</td>\n",
       "      <td>Epithelial cell</td>\n",
       "      <td>tonsil</td>\n",
       "      <td>[18.463345515951513, 18.99715862104245, 17.564...</td>\n",
       "      <td>17.649416</td>\n",
       "      <td>True</td>\n",
       "      <td>[19.235384061671343, 20.518284528683193, 21.93...</td>\n",
       "      <td>19.038398</td>\n",
       "      <td>True</td>\n",
       "      <td>6.141596e-03</td>\n",
       "      <td>0.109292</td>\n",
       "      <td>cDC1 --&gt; Epithelial cell</td>\n",
       "      <td>0.109292</td>\n",
       "      <td>cDC1_Epithelial cell</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>429</th>\n",
       "      <td>cDC1</td>\n",
       "      <td>Epithelial cell</td>\n",
       "      <td>tonsillitis</td>\n",
       "      <td>[17.422664720988926, 17.507966079507376, 17.26...</td>\n",
       "      <td>17.610267</td>\n",
       "      <td>True</td>\n",
       "      <td>[15.639410298049853, 15.71062198086001, 23.600...</td>\n",
       "      <td>18.774279</td>\n",
       "      <td>True</td>\n",
       "      <td>5.173701e-02</td>\n",
       "      <td>0.092341</td>\n",
       "      <td>cDC1 --&gt; Epithelial cell</td>\n",
       "      <td>0.092341</td>\n",
       "      <td>cDC1_Epithelial cell</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>64 rows × 14 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    celltype1        celltype2    condition  \\\n",
       "2      B cell      CD4+ T cell       tonsil   \n",
       "3      B cell      CD4+ T cell  tonsillitis   \n",
       "4      B cell      CD8+ T cell       tonsil   \n",
       "5      B cell      CD8+ T cell  tonsillitis   \n",
       "8      B cell  Epithelial cell       tonsil   \n",
       "..        ...              ...          ...   \n",
       "399    Vessel  Epithelial cell  tonsillitis   \n",
       "400    Vessel              GCB       tonsil   \n",
       "401    Vessel              GCB  tonsillitis   \n",
       "428      cDC1  Epithelial cell       tonsil   \n",
       "429      cDC1  Epithelial cell  tonsillitis   \n",
       "\n",
       "                                              expected  expected_mean  keep_x  \\\n",
       "2    [17.44611626424993, 17.240214223537937, 17.384...      17.508022    True   \n",
       "3    [17.991364990576724, 17.796405842536796, 17.37...      17.596348    True   \n",
       "4    [17.578718052603264, 17.373822784572745, 17.52...      17.668738    True   \n",
       "5    [17.220703294913235, 17.586321595513557, 17.69...      17.679001    True   \n",
       "8    [17.112417871305603, 17.32405435992097, 17.480...      17.645577    True   \n",
       "..                                                 ...            ...     ...   \n",
       "399  [18.656136722237417, 17.23539386972536, 17.452...      17.697952    True   \n",
       "400  [17.123726173924652, 17.86949875671633, 17.259...      17.727516    True   \n",
       "401  [17.73771013605273, 18.023692483603742, 18.473...      17.674742    True   \n",
       "428  [18.463345515951513, 18.99715862104245, 17.564...      17.649416    True   \n",
       "429  [17.422664720988926, 17.507966079507376, 17.26...      17.610267    True   \n",
       "\n",
       "                                              observed  observed_mean keep_y  \\\n",
       "2    [21.0, 14.7648230602334, 23.706539182259394, 2...      16.568973   True   \n",
       "3    [22.255004511542957, 14.317821063276353, 27.29...      16.143926   True   \n",
       "4    [14.142135623730951, 15.908466048591219, 13.60...      16.833803   True   \n",
       "5    [13.92838827718412, 12.0, 22.47220505424423, 1...      16.493192   True   \n",
       "8    [25.495097567963924, 11.180339887498949, 32.0,...      17.582085   True   \n",
       "..                                                 ...            ...    ...   \n",
       "399  [20.27019348662979, 25.553864678361276, 20.538...      19.468968   True   \n",
       "400  [23.219544457292887, 22.561028345356956, 31.57...      22.337618   True   \n",
       "401  [27.730849247724095, 18.679380239274902, 13.34...      19.167979   True   \n",
       "428  [19.235384061671343, 20.518284528683193, 21.93...      19.038398   True   \n",
       "429  [15.639410298049853, 15.71062198086001, 23.600...      18.774279   True   \n",
       "\n",
       "           pvalue  logfold_group                 interaction  \\\n",
       "2    2.649916e-54      -0.079532      B cell --> CD4+ T cell   \n",
       "3    1.783677e-80      -0.124285      B cell --> CD4+ T cell   \n",
       "4    1.343202e-32      -0.069838      B cell --> CD8+ T cell   \n",
       "5    4.567463e-59      -0.100166      B cell --> CD8+ T cell   \n",
       "8    8.317085e-06      -0.005200  B cell --> Epithelial cell   \n",
       "..            ...            ...                         ...   \n",
       "399  4.654472e-02       0.137594  Vessel --> Epithelial cell   \n",
       "400  1.868711e-05       0.333485              Vessel --> GCB   \n",
       "401  3.128661e-01       0.117009              Vessel --> GCB   \n",
       "428  6.141596e-03       0.109292    cDC1 --> Epithelial cell   \n",
       "429  5.173701e-02       0.092341    cDC1 --> Epithelial cell   \n",
       "\n",
       "     logfold_group_abs                   pairs  \n",
       "2             0.079532      B cell_CD4+ T cell  \n",
       "3             0.124285      B cell_CD4+ T cell  \n",
       "4             0.069838      B cell_CD8+ T cell  \n",
       "5             0.100166      B cell_CD8+ T cell  \n",
       "8             0.005200  B cell_Epithelial cell  \n",
       "..                 ...                     ...  \n",
       "399           0.137594  Vessel_Epithelial cell  \n",
       "400           0.333485              Vessel_GCB  \n",
       "401           0.117009              Vessel_GCB  \n",
       "428           0.109292    cDC1_Epithelial cell  \n",
       "429           0.092341    cDC1_Epithelial cell  \n",
       "\n",
       "[64 rows x 14 columns]"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Identify significant cell-cell interactions\n",
    "# dist_table_filt is a simplified table used for plotting\n",
    "# dist_data_filt contains the filtered raw data with more information about the pairs\n",
    "#  The function outputs two dataframes:  and dist_data_filt that contains all filtered interactions and  dist_table_filt that contains a table for all interactions that show a significant value in both tissues\n",
    "dist_table_filt, dist_data_filt = sp.tl.filter_interactions(\n",
    "    distance_pvals = distance_pvals_filt,\n",
    "    pvalue = 0.05,\n",
    "    logfold_group_abs = 0.1,\n",
    "    comparison = 'condition')\n",
    "\n",
    "print(dist_table_filt.shape)\n",
    "dist_data_filt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "condition                      tonsil  tonsillitis  abs_dist\n",
      "pairs                                                       \n",
      "CD8+ T cell_Epithelial cell -0.131908     0.124787  0.256695\n",
      "Epithelial cell_CD8+ T cell -0.143348     0.104529  0.247876\n",
      "Vessel_GCB                   0.333485     0.117009  0.216476\n",
      "GCB_Vessel                   0.332078     0.131780  0.200298\n",
      "B cell_Epithelial cell      -0.005200     0.194998  0.200199\n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 607.829x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 381,
       "width": 567
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sp.pl.plot_top_n_distances(\n",
    "    dist_table_filt,\n",
    "    dist_data_filt,\n",
    "    n=5,\n",
    "    colors=None,\n",
    "    dodge=False,\n",
    "    savefig=False,\n",
    "    output_fname=\"\",\n",
    "    output_dir=\"./\",\n",
    "    figsize=(5, 5),\n",
    "    unit=\"px\",\n",
    "    errorbars=True,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 640x960 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 848,
       "width": 725
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sp.pl.dumbbell(data = dist_table_filt, figsize=(8,12), colors = ['#DB444B', '#006BA2'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(64, 13)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 320x320 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 392,
       "width": 539
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sp.pl.distance_graph(dist_table = dist_data_filt, # the (filtered) distance data table you want to plot \n",
    "                  distance_pvals = distance_pvals, # the full distance data table\n",
    "                  condition_pair=['tonsil', 'tonsillitis'],\n",
    "                  node_size=1600, font_size=6,\n",
    "                  palette=None,\n",
    "                  dpi = 600,\n",
    "                  savefig=False,\n",
    "                  output_fname=\"\",\n",
    "                  output_dir=output_dir,)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "spacec",
   "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": "3.10.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}