{
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   "source": [
    "---\n",
    "title: COMMOT 空间细胞通讯：基于最优传输算法的信号推断\n",
    "author: SeekGene\n",
    "date: 2026-01-29\n",
    "tags:\n",
    "  - 空间转录组\n",
    "  - 分析指南\n",
    "  - Notebooks\n",
    "  - 细胞通讯分析\n",
    "---\n"
   ]
  },
  {
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   "id": "e4ce599c-76c4-4d77-9ca6-c1ac27091fed",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "# COMMOT 空间细胞通讯：基于最优传输算法的信号推断"
   ]
  },
  {
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   "source": [
    "## 背景介绍  \n",
    "（1）首先，使用非概率质量分布来控制运输计划的边缘，以保持物种之间的可比性；  \n",
    "（2）第二，对 CCC 实施空间距离约束，以避免连接空间上相距较远的部分；  \n",
    "（3）最后，将多物种分布（配体）传输到多物种分布（受体）以解释多物种相互作用。  "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a52d3b25-0b64-489d-812a-6af5b12f1f14",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "## COMMOT 的计算结果"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "44b859ce-857c-4dcc-9d9c-025bbe5e31e4",
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    },
    "slideshow": {
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    },
    "tags": [
     "remove-cell"
    ]
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2025-09-02 09:50:32.611263: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 AVX512F FMA\n",
      "To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n",
      "2025-09-02 09:50:38.107938: W tensorflow/compiler/xla/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",
      "2025-09-02 09:50:38.107975: I tensorflow/compiler/xla/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.\n",
      "2025-09-02 09:51:03.232851: W tensorflow/compiler/xla/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libnvinfer.so.7'; dlerror: libnvinfer.so.7: cannot open shared object file: No such file or directory\n",
      "2025-09-02 09:51:03.234823: W tensorflow/compiler/xla/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libnvinfer_plugin.so.7'; dlerror: libnvinfer_plugin.so.7: cannot open shared object file: No such file or directory\n",
      "2025-09-02 09:51:03.234839: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Cannot dlopen some TensorRT libraries. If you would like to use Nvidia GPU with TensorRT, please make sure the missing libraries mentioned above are installed properly.\n"
     ]
    }
   ],
   "source": [
    "%%capture\n",
    "import os\n",
    "import gc\n",
    "import ot\n",
    "import pickle\n",
    "import anndata\n",
    "import scanpy as sc\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "from scipy import sparse\n",
    "from scipy.stats import spearmanr, pearsonr\n",
    "from scipy.spatial import distance_matrix\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib import cm\n",
    "from matplotlib.colors import Normalize\n",
    "\n",
    "import commot as ct\n",
    "import stlearn as st\n",
    "from PIL import Image\n",
    "import plotly\n",
    "import sys\n",
    "import logging\n",
    "import re\n",
    "import warnings"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8325793f-83bb-4feb-bc3c-a19f6e3d1ecd",
   "metadata": {
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    },
    "tags": [
     "remove-input"
    ]
   },
   "source": [
    "COMMOT 细胞通讯模块输入参数介绍  \n",
    "- SAMple_name：样本名  \n",
    "- meta_path：注释的细胞类型文件路径，文件中需要以 barcode 为行名，列名为“celltype”（细胞类型）为列  \n",
    "- species：物种，与下面参数 lr_database_bool 有关，若 lr_database_bool 为 True，则该处只能填\"human\"或者\"mouse\"；若为 False，则不需要填写    \n",
    "- lr_database：填写 COMMOT 自带的数据库名称，可选\"CellChat\"或者\"CellPhoneDB_v4.0\"；若参数 provide_lr_database 是 True，则设置名称  \n",
    "- signaling_type：若 lr_database 填 CellChat，可选'Secreted Signaling'，'Cell-Cell Contact'，'ECM-Receptor'；若 lr_database 填 CellPhoneDB_v4.0，可选'Secreted Signaling'，'Cell-Cell Contact';若填 None，则用选择的 lr_database 所有信号。\n",
    "- col_SAM：metadata 的样本列名称\n",
    "- col_celltype：metadata 的细胞类型列名称"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "670df035-f513-4463-a16c-01e720c33016",
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     "shell.execute_reply.started": "2025-09-02T01:53:20.366456Z"
    },
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "parameters",
     "remove-input"
    ]
   },
   "outputs": [],
   "source": [
    "sample_name = \"N1\"\n",
    "meta_path = \"../../data/AY1748480899609/meta.tsv\"\n",
    "species = \"human\"\n",
    "lr_database = \"CellChat\"\n",
    "signaling_type = None\n",
    "col_sam=\"Sample\"\n",
    "col_celltype=\"CellAnnotation\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "83331c26-f25d-453d-b6b6-3a6b7889e581",
   "metadata": {
    "editable": true,
    "execution": {
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     "shell.execute_reply.started": "2025-09-02T01:53:22.682340Z"
    },
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     "slide_type": ""
    },
    "tags": [
     "remove-input"
    ]
   },
   "outputs": [],
   "source": [
    "\n",
    "def get_cmap_qualitative(cmap_name):\n",
    "    if cmap_name == \"Plotly\":\n",
    "        cmap = plotly.colors.qualitative.Plotly\n",
    "    elif cmap_name == \"Alphabet\":\n",
    "        cmap = plotly.colors.qualitative.Alphabet\n",
    "    elif cmap_name == \"Light24\":\n",
    "        cmap = plotly.colors.qualitative.Light24\n",
    "    elif cmap_name == \"Dark24\":\n",
    "        cmap = plotly.colors.qualitative.Dark24\n",
    "    # Safe and Vivid are strings of form \"rbg(...)\"\n",
    "    # Handle this later.\n",
    "    elif cmap_name == \"Safe\":\n",
    "        cmap = plotly.colors.qualitative.Safe\n",
    "    elif cmap_name == \"Vivid\":\n",
    "        cmap = plotly.colors.qualitative.Vivid\n",
    "    return cmap"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0a8abea0-32e0-49ac-9f9b-bebb4b25aa5f",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "remove-input"
    ]
   },
   "source": [
    "* **读取 SeekSpace 数据并进行标准化、降维、聚类**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e4fb5d3c-5ef0-430c-b60b-07eaa86d57f0",
   "metadata": {
    "editable": true,
    "execution": {
     "iopub.execute_input": "2025-09-02T01:53:28.386345Z",
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     "iopub.status.idle": "2025-09-02T01:56:19.433301Z",
     "shell.execute_reply": "2025-09-02T01:56:19.432375Z",
     "shell.execute_reply.started": "2025-09-02T01:53:28.386314Z"
    },
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "remove-cell"
    ]
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Normalization step is finished in adata.X\n",
      "Log transformation step is finished in adata.X\n",
      "Scale step is finished in adata.X\n",
      "PCA is done! Generated in adata.obsm['X_pca'], adata.uns['pca'] and adata.varm['PCs']\n",
      "Created k-Nearest-Neighbor graph in adata.uns['neighbors'] \n",
      "Applying Louvain cluster ...\n",
      "Louvain cluster is done! The labels are stored in adata.obs['louvain']\n"
     ]
    }
   ],
   "source": [
    "\n",
    "adata = sc.read_10x_mtx(\"filtered_feature_bc_matrix/\")\n",
    "spatial = pd.read_csv('filtered_feature_bc_matrix/cell_locations.tsv',sep=\"\\t\",index_col=0)\n",
    "spatial = spatial.loc[:,(\"x\",\"y\")]\n",
    "selected_rows = spatial.loc[spatial.index.isin(adata.obs_names)]\n",
    "selected_rows.columns = [\"imagecol\",\"imagerow\"]\n",
    "selected_rows = selected_rows.reindex(adata.obs_names)\n",
    "selected_rows = selected_rows*0.265385\n",
    "a = st.create_stlearn(count=adata.to_df(),spatial=selected_rows,library_id=sample_name, scale=1)\n",
    "a.raw = a\n",
    "#a.layers[\"raw_count\"] = a.X\n",
    "# Preprocessing\n",
    "#st.pp.filter_genes(a,min_cells=3)\n",
    "st.pp.normalize_total(a)\n",
    "st.pp.log1p(a)\n",
    "a_dis500 = a.copy()\n",
    "# Keep raw data\n",
    "#a.raw = a\n",
    "st.pp.scale(a)\n",
    "st.em.run_pca(a,n_comps=50,random_state=0)\n",
    "st.pp.neighbors(a,n_neighbors=25,use_rep='X_pca',random_state=0)\n",
    "st.tl.clustering.louvain(a,random_state=0)\n",
    "sc.tl.umap(a)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "22850c7a-636f-4cd9-8943-addebc1eba63",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "remove-input"
    ]
   },
   "source": [
    "* **将注释好的细胞类型添加到 adata 对象中**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "0a6d4fc1-cfa5-4dc5-9d4f-76007cc76473",
   "metadata": {
    "editable": true,
    "execution": {
     "iopub.execute_input": "2025-09-02T01:56:25.347170Z",
     "iopub.status.busy": "2025-09-02T01:56:25.346447Z",
     "iopub.status.idle": "2025-09-02T01:56:26.892504Z",
     "shell.execute_reply": "2025-09-02T01:56:26.891632Z",
     "shell.execute_reply.started": "2025-09-02T01:56:25.347136Z"
    },
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "remove-input"
    ]
   },
   "outputs": [],
   "source": [
    "\n",
    "cluster_name = \"celltype\"\n",
    "celltype = pd.read_csv(meta_path,index_col=0,sep = \"\\t\")\n",
    "celltype = celltype.loc[a.obs.index]\n",
    "a.obs[cluster_name] = celltype[col_celltype]\n",
    "a.obs[cluster_name] = a.obs[cluster_name].astype('category')\n",
    "a_dis500 = a_dis500[a.obs.index,:]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6f192f4c-dcdd-44a3-9e37-6b96b8806b2c",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "remove-input"
    ]
   },
   "source": [
    "* **选择需要的受配体库，根据受配体的表达进行过滤**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "fbd37276-64a5-499d-a745-bb55fe53f4f7",
   "metadata": {
    "editable": true,
    "execution": {
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     "shell.execute_reply.started": "2025-09-02T01:56:28.138089Z"
    },
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    },
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     "remove-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    }\n",
       "\n",
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       "        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>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TGFB1</td>\n",
       "      <td>TGFBR1_TGFBR2</td>\n",
       "      <td>TGFb</td>\n",
       "      <td>Secreted Signaling</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TGFB2</td>\n",
       "      <td>TGFBR1_TGFBR2</td>\n",
       "      <td>TGFb</td>\n",
       "      <td>Secreted Signaling</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TGFB3</td>\n",
       "      <td>TGFBR1_TGFBR2</td>\n",
       "      <td>TGFb</td>\n",
       "      <td>Secreted Signaling</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TGFB1</td>\n",
       "      <td>ACVR1B_TGFBR2</td>\n",
       "      <td>TGFb</td>\n",
       "      <td>Secreted Signaling</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TGFB2</td>\n",
       "      <td>ACVR1B_TGFBR2</td>\n",
       "      <td>TGFb</td>\n",
       "      <td>Secreted Signaling</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>252</th>\n",
       "      <td>SEMA4G</td>\n",
       "      <td>PLXNB2</td>\n",
       "      <td>SEMA4</td>\n",
       "      <td>Cell-Cell Contact</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>SEMA5A</td>\n",
       "      <td>PLXNA1</td>\n",
       "      <td>SEMA5</td>\n",
       "      <td>Cell-Cell Contact</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>SEMA5A</td>\n",
       "      <td>PLXNA3</td>\n",
       "      <td>SEMA5</td>\n",
       "      <td>Cell-Cell Contact</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255</th>\n",
       "      <td>SEMA6A</td>\n",
       "      <td>PLXNA2</td>\n",
       "      <td>SEMA6</td>\n",
       "      <td>Cell-Cell Contact</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>256</th>\n",
       "      <td>SEMA6A</td>\n",
       "      <td>PLXNA4</td>\n",
       "      <td>SEMA6</td>\n",
       "      <td>Cell-Cell Contact</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>257 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          0              1      2                   3\n",
       "0     TGFB1  TGFBR1_TGFBR2   TGFb  Secreted Signaling\n",
       "1     TGFB2  TGFBR1_TGFBR2   TGFb  Secreted Signaling\n",
       "2     TGFB3  TGFBR1_TGFBR2   TGFb  Secreted Signaling\n",
       "3     TGFB1  ACVR1B_TGFBR2   TGFb  Secreted Signaling\n",
       "4     TGFB2  ACVR1B_TGFBR2   TGFb  Secreted Signaling\n",
       "..      ...            ...    ...                 ...\n",
       "252  SEMA4G         PLXNB2  SEMA4   Cell-Cell Contact\n",
       "253  SEMA5A         PLXNA1  SEMA5   Cell-Cell Contact\n",
       "254  SEMA5A         PLXNA3  SEMA5   Cell-Cell Contact\n",
       "255  SEMA6A         PLXNA2  SEMA6   Cell-Cell Contact\n",
       "256  SEMA6A         PLXNA4  SEMA6   Cell-Cell Contact\n",
       "\n",
       "[257 rows x 4 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "df_ligrec = ct.pp.ligand_receptor_database(species=species, signaling_type=signaling_type, database=lr_database)\n",
    "df_ligrec_filtered = ct.pp.filter_lr_database(df_ligrec, a_dis500, min_cell_pct=0.05)\n",
    "df_ligrec_filtered"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "408c8cc9-4c35-4c8c-afdc-b615475d15df",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "remove-input"
    ]
   },
   "source": [
    "- 针对过滤后的受配体进行细胞通讯推断，距离范围在 500um。\n",
    "<font color=\"red\">该步骤用时较长</font>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4a986ac7-25c7-4c6c-8589-25b8c01e5586",
   "metadata": {
    "editable": true,
    "execution": {
     "iopub.execute_input": "2025-09-02T01:56:37.937995Z",
     "iopub.status.busy": "2025-09-02T01:56:37.937475Z"
    },
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "remove-input"
    ]
   },
   "outputs": [],
   "source": [
    "\n",
    "ct.tl.spatial_communication(a_dis500,\n",
    "    database_name=lr_database, df_ligrec=df_ligrec_filtered, dis_thr=500, heteromeric=True, pathway_sum=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "5c6700f7-d968-4e97-ad9b-591bfc36e8ab",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-09-02T05:29:05.593299Z",
     "iopub.status.busy": "2025-09-02T05:29:05.592548Z",
     "iopub.status.idle": "2025-09-02T05:29:28.696055Z",
     "shell.execute_reply": "2025-09-02T05:29:28.695171Z",
     "shell.execute_reply.started": "2025-09-02T05:29:05.593263Z"
    }
   },
   "outputs": [],
   "source": [
    "a_dis500.write(\"./adata_dis500.h5ad\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "802091c2-82ce-4a1f-affb-48257d8941c8",
   "metadata": {},
   "source": [
    "### 受配体对发送和接收信号的数量"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "3eea87a1-8e2e-4b23-b7cc-d617005309e3",
   "metadata": {
    "editable": true,
    "execution": {
     "iopub.execute_input": "2025-09-02T05:29:38.983123Z",
     "iopub.status.busy": "2025-09-02T05:29:38.982392Z",
     "iopub.status.idle": "2025-09-02T05:29:41.721817Z",
     "shell.execute_reply": "2025-09-02T05:29:41.720945Z",
     "shell.execute_reply.started": "2025-09-02T05:29:38.983087Z"
    },
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "remove-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "Figure size 2000x800 with 4 Axes"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pts = a_dis500.obsm['spatial']\n",
    "sender = a_dis500.obsm['commot-' + lr_database + '-sum-sender'][a_dis500.obsm['commot-' + lr_database + '-sum-sender'].columns[1]]\n",
    "receiver = a_dis500.obsm['commot-' + lr_database + '-sum-receiver'][a_dis500.obsm['commot-' + lr_database + '-sum-receiver'].columns[1]]\n",
    "fig, ax = plt.subplots(1,2, figsize=(20,8))\n",
    "ax[0].scatter(pts[:,0], pts[:,1], c=sender, s=5, cmap='Blues')\n",
    "ax[0].set_title(a_dis500.obsm['commot-' + lr_database + '-sum-sender'].columns[1]+'_Sender')\n",
    "norm_sender = Normalize(vmin=min(sender), vmax=max(sender))\n",
    "plt.colorbar(cm.ScalarMappable(norm=norm_sender, cmap='Blues'), ax=ax[0])\n",
    "ax[0].set_aspect(\"equal\")\n",
    "\n",
    "ax[1].scatter(pts[:,0], pts[:,1], c=receiver, s=5, cmap='Reds')\n",
    "ax[1].set_title(a_dis500.obsm['commot-' + lr_database + '-sum-receiver'].columns[1]+'_Receiver')\n",
    "norm_receiver = Normalize(vmin=min(receiver), vmax=max(receiver))\n",
    "plt.colorbar(cm.ScalarMappable(norm=norm_receiver, cmap='Reds'), ax=ax[1])\n",
    "ax[1].set_aspect(\"equal\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "40159366-8688-4140-a643-8ae44def69dc",
   "metadata": {},
   "source": [
    "```{note}\n",
    "受配体共表达情况。左图代表着配体的表达情况；右图代表着受体的表达情况；颜色越深表达越高。若配受体表达在同一区域，从而推断出表达该受配体细胞之间会发生互作。（这里以一种受配体对展示）\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "12de340d-2286-48ec-90c9-350f266bd9e1",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "remove-input"
    ]
   },
   "outputs": [],
   "source": [
    "#ct.tl.communication_direction(a_dis500, database_name=lr_database, pathway_name='PSAP', k=5)\n",
    "#ct.pl.plot_cell_communication(a_dis500, database_name=lr_database, pathway_name='PSAP', plot_method='grid', background_legend=True,\n",
    "#    scale=0.00003, ndsize=8, grid_density=0.4, summary='sender', background='image', clustering=cluster_name, cmap='Alphabet',\n",
    "#    normalize_v = True, normalize_v_quantile=0.995)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a772f601-f67d-430a-a99a-f70e2bcf7a8c",
   "metadata": {},
   "source": [
    "### 细胞通讯信号流可视化  \n",
    "COMMOT 认为细胞通讯是某个细胞会与邻近细胞互作，邻近细胞与下一个邻近细胞互作，依次进行就会形成“信号流”，图中展示了通路的信号流方向。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "18ab64b1-0d56-4224-8d41-10bc72a8747b",
   "metadata": {
    "editable": true,
    "execution": {
     "iopub.execute_input": "2025-09-02T05:30:22.476135Z",
     "iopub.status.busy": "2025-09-02T05:30:22.475383Z",
     "iopub.status.idle": "2025-09-02T05:30:44.915466Z",
     "shell.execute_reply": "2025-09-02T05:30:44.914685Z",
     "shell.execute_reply.started": "2025-09-02T05:30:22.476100Z"
    },
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "remove-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AxesSubplot:"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "Figure size 640x480 with 1 Axes"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#print(\"total_signature_stream\")\n",
    "ct.tl.communication_direction(a_dis500, database_name=lr_database, k=5)\n",
    "ct.pl.plot_cell_communication(a_dis500, database_name=lr_database, lr_pair=('total','total'), plot_method='stream', background_legend=True,\n",
    "    scale=0.00003, ndsize=8, grid_density=0.4, summary='sender', background='summary', clustering=cluster_name, cmap='Reds',\n",
    "    normalize_v = True, normalize_v_quantile=0.995)\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "71488ea6-d452-4e55-a8e2-1f34ef57f678",
   "metadata": {},
   "source": [
    "```{note}\n",
    "每个细胞之间通讯的方向性。箭头代表着通讯的方向，底色代表着细胞发送信号的强度。\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a5305b1e-8971-4646-a894-093e675dc945",
   "metadata": {
    "editable": true,
    "execution": {
     "iopub.execute_input": "2025-09-02T09:59:08.374133Z",
     "iopub.status.busy": "2025-09-02T09:59:08.373610Z",
     "iopub.status.idle": "2025-09-02T09:59:08.424640Z",
     "shell.execute_reply": "2025-09-02T09:59:08.423696Z",
     "shell.execute_reply.started": "2025-09-02T09:59:08.374100Z"
    },
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "remove-input"
    ]
   },
   "source": [
    "- 计算不同细胞类型之间通讯交流强度"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "e65ec12a-588e-4ffb-bd57-058f1dbe461d",
   "metadata": {
    "editable": true,
    "execution": {
     "iopub.execute_input": "2025-09-02T05:32:49.925837Z",
     "iopub.status.busy": "2025-09-02T05:32:49.925077Z",
     "iopub.status.idle": "2025-09-02T06:25:42.012417Z",
     "shell.execute_reply": "2025-09-02T06:25:42.011512Z",
     "shell.execute_reply.started": "2025-09-02T05:32:49.925800Z"
    },
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "remove-input"
    ]
   },
   "outputs": [],
   "source": [
    "a_dis500.obs[cluster_name] = a.obs[cluster_name]\n",
    "#计算每个受配体对的结果\n",
    "for i,j in enumerate(df_ligrec_filtered.values):\n",
    "    ct.tl.cluster_communication(a_dis500, database_name=lr_database, clustering=cluster_name,n_permutations=100,lr_pair=(j[0],j[1]))\n",
    "\n",
    "\n",
    "ct.tl.cluster_communication(a_dis500, database_name=lr_database, clustering=cluster_name,n_permutations=100)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "844b7da9-0846-48c3-827f-dfc09a11ed4e",
   "metadata": {},
   "source": [
    "### 细胞通讯网络"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "602340de-6191-434c-87fa-b6693e24c5ec",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-09-02T08:13:44.261682Z",
     "iopub.status.busy": "2025-09-02T08:13:44.260920Z",
     "iopub.status.idle": "2025-09-02T08:13:44.268071Z",
     "shell.execute_reply": "2025-09-02T08:13:44.267213Z",
     "shell.execute_reply.started": "2025-09-02T08:13:44.261645Z"
    },
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 20820 × 34506\n",
       "    obs: 'imagecol', 'imagerow', 'celltype'\n",
       "    uns: 'spatial', 'log1p', 'commot-CellChat-info', 'commot_cluster-celltype-CellChat-TGFB1-TGFBR1_TGFBR2', 'commot_cluster-celltype-CellChat-TGFB2-TGFBR1_TGFBR2', 'commot_cluster-celltype-CellChat-TGFB3-TGFBR1_TGFBR2', 'commot_cluster-celltype-CellChat-TGFB1-ACVR1B_TGFBR2', 'commot_cluster-celltype-CellChat-TGFB2-ACVR1B_TGFBR2', 'commot_cluster-celltype-CellChat-TGFB3-ACVR1B_TGFBR2', 'commot_cluster-celltype-CellChat-TGFB1-ACVR1_TGFBR1_TGFBR2', 'commot_cluster-celltype-CellChat-TGFB2-ACVR1_TGFBR1_TGFBR2', 'commot_cluster-celltype-CellChat-TGFB3-ACVR1_TGFBR1_TGFBR2', 'commot_cluster-celltype-CellChat-WNT5B-FZD6', 'commot_cluster-celltype-CellChat-NRG1-ERBB3', 'commot_cluster-celltype-CellChat-NRG1-ERBB2_ERBB3', 'commot_cluster-celltype-CellChat-NRG1-ERBB4', 'commot_cluster-celltype-CellChat-NRG1-ERBB2_ERBB4', 'commot_cluster-celltype-CellChat-NRG2-ERBB3', 'commot_cluster-celltype-CellChat-NRG2-ERBB2_ERBB3', 'commot_cluster-celltype-CellChat-NRG2-ERBB4', 'commot_cluster-celltype-CellChat-NRG2-ERBB2_ERBB4', 'commot_cluster-celltype-CellChat-PDGFA-PDGFRA', 'commot_cluster-celltype-CellChat-PDGFA-PDGFRB', 'commot_cluster-celltype-CellChat-PDGFC-PDGFRA', 'commot_cluster-celltype-CellChat-IGF1-IGF1R', 'commot_cluster-celltype-CellChat-IGF1-ITGA6_ITGB4', 'commot_cluster-celltype-CellChat-MIF-CD74_CXCR4', 'commot_cluster-celltype-CellChat-MIF-CD74_CD44', 'commot_cluster-celltype-CellChat-CSF1-CSF1R', 'commot_cluster-celltype-CellChat-NAMPT-INSR', 'commot_cluster-celltype-CellChat-NAMPT-ITGA5_ITGB1', 'commot_cluster-celltype-CellChat-MDK-SDC2', 'commot_cluster-celltype-CellChat-MDK-SDC4', 'commot_cluster-celltype-CellChat-MDK-ITGA4_ITGB1', 'commot_cluster-celltype-CellChat-MDK-ITGA6_ITGB1', 'commot_cluster-celltype-CellChat-MDK-LRP1', 'commot_cluster-celltype-CellChat-MDK-NCL', 'commot_cluster-celltype-CellChat-PTN-SDC2', 'commot_cluster-celltype-CellChat-PTN-SDC3', 'commot_cluster-celltype-CellChat-PTN-SDC4', 'commot_cluster-celltype-CellChat-PTN-NCL', 'commot_cluster-celltype-CellChat-C3-ITGAX_ITGB2', 'commot_cluster-celltype-CellChat-SEMA3C-NRP1_PLXNA1', 'commot_cluster-celltype-CellChat-SEMA3C-NRP1_PLXNA2', 'commot_cluster-celltype-CellChat-SEMA3C-NRP1_PLXNA3', 'commot_cluster-celltype-CellChat-SEMA3C-NRP1_PLXNA4', 'commot_cluster-celltype-CellChat-SEMA3C-PLXND1', 'commot_cluster-celltype-CellChat-GAS6-AXL', 'commot_cluster-celltype-CellChat-GAS6-MERTK', 'commot_cluster-celltype-CellChat-GRN-SORT1', 'commot_cluster-celltype-CellChat-LGALS9-PTPRC', 'commot_cluster-celltype-CellChat-LGALS9-CD44', 'commot_cluster-celltype-CellChat-COL1A1-ITGA1_ITGB1', 'commot_cluster-celltype-CellChat-COL1A2-ITGA1_ITGB1', 'commot_cluster-celltype-CellChat-COL4A1-ITGA1_ITGB1', 'commot_cluster-celltype-CellChat-COL4A2-ITGA1_ITGB1', 'commot_cluster-celltype-CellChat-COL4A3-ITGA1_ITGB1', 'commot_cluster-celltype-CellChat-COL4A4-ITGA1_ITGB1', 'commot_cluster-celltype-CellChat-COL4A5-ITGA1_ITGB1', 'commot_cluster-celltype-CellChat-COL4A6-ITGA1_ITGB1', 'commot_cluster-celltype-CellChat-COL6A1-ITGA1_ITGB1', 'commot_cluster-celltype-CellChat-COL6A2-ITGA1_ITGB1', 'commot_cluster-celltype-CellChat-COL6A3-ITGA1_ITGB1', 'commot_cluster-celltype-CellChat-COL1A1-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-COL1A2-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-COL4A1-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-COL4A2-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-COL4A3-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-COL4A4-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-COL4A5-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-COL4A6-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-COL6A1-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-COL6A2-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-COL6A3-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-FN1-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-FN1-ITGA4_ITGB1', 'commot_cluster-celltype-CellChat-FN1-ITGA5_ITGB1', 'commot_cluster-celltype-CellChat-LAMA2-ITGA1_ITGB1', 'commot_cluster-celltype-CellChat-LAMA3-ITGA1_ITGB1', 'commot_cluster-celltype-CellChat-LAMA4-ITGA1_ITGB1', 'commot_cluster-celltype-CellChat-LAMA5-ITGA1_ITGB1', 'commot_cluster-celltype-CellChat-LAMB1-ITGA1_ITGB1', 'commot_cluster-celltype-CellChat-LAMB2-ITGA1_ITGB1', 'commot_cluster-celltype-CellChat-LAMC1-ITGA1_ITGB1', 'commot_cluster-celltype-CellChat-LAMA2-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-LAMA3-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-LAMA4-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-LAMA5-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-LAMB1-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-LAMB2-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-LAMC1-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-LAMA2-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-LAMA3-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-LAMA4-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-LAMA5-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-LAMB1-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-LAMB2-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-LAMC1-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-THBS1-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-THBS3-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-COL1A1-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-COL1A2-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-COL4A1-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-COL4A2-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-COL4A3-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-COL4A4-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-COL4A5-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-COL4A6-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-COL6A1-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-COL6A2-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-COL6A3-ITGA3_ITGB1', 'commot_cluster-celltype-CellChat-LAMA2-ITGA6_ITGB1', 'commot_cluster-celltype-CellChat-LAMA3-ITGA6_ITGB1', 'commot_cluster-celltype-CellChat-LAMA4-ITGA6_ITGB1', 'commot_cluster-celltype-CellChat-LAMA5-ITGA6_ITGB1', 'commot_cluster-celltype-CellChat-LAMB1-ITGA6_ITGB1', 'commot_cluster-celltype-CellChat-LAMB2-ITGA6_ITGB1', 'commot_cluster-celltype-CellChat-LAMC1-ITGA6_ITGB1', 'commot_cluster-celltype-CellChat-TNC-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-TNXB-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-COL1A1-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-COL1A2-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-COL4A1-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-COL4A2-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-COL4A3-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-COL4A4-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-COL4A5-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-COL4A6-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-COL6A1-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-COL6A2-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-COL6A3-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-LAMA2-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-LAMA3-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-LAMA4-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-LAMA5-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-LAMB1-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-LAMB2-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-LAMC1-ITGA9_ITGB1', 'commot_cluster-celltype-CellChat-FN1-ITGAV_ITGB1', 'commot_cluster-celltype-CellChat-FN1-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-LAMA2-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-LAMA3-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-LAMA4-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-LAMA5-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-LAMB1-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-LAMB2-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-LAMC1-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-COL1A1-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-COL1A2-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-COL4A1-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-COL4A2-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-COL4A3-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-COL4A4-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-COL4A5-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-COL4A6-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-COL6A1-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-COL6A2-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-COL6A3-ITGAV_ITGB8', 'commot_cluster-celltype-CellChat-LAMA2-ITGA6_ITGB4', 'commot_cluster-celltype-CellChat-LAMA3-ITGA6_ITGB4', 'commot_cluster-celltype-CellChat-LAMA4-ITGA6_ITGB4', 'commot_cluster-celltype-CellChat-LAMA5-ITGA6_ITGB4', 'commot_cluster-celltype-CellChat-LAMB1-ITGA6_ITGB4', 'commot_cluster-celltype-CellChat-LAMB2-ITGA6_ITGB4', 'commot_cluster-celltype-CellChat-LAMC1-ITGA6_ITGB4', 'commot_cluster-celltype-CellChat-FN1-CD44', 'commot_cluster-celltype-CellChat-COL1A1-CD44', 'commot_cluster-celltype-CellChat-COL1A2-CD44', 'commot_cluster-celltype-CellChat-COL4A1-CD44', 'commot_cluster-celltype-CellChat-COL4A2-CD44', 'commot_cluster-celltype-CellChat-COL4A3-CD44', 'commot_cluster-celltype-CellChat-COL4A4-CD44', 'commot_cluster-celltype-CellChat-COL4A5-CD44', 'commot_cluster-celltype-CellChat-COL4A6-CD44', 'commot_cluster-celltype-CellChat-COL6A1-CD44', 'commot_cluster-celltype-CellChat-COL6A2-CD44', 'commot_cluster-celltype-CellChat-COL6A3-CD44', 'commot_cluster-celltype-CellChat-LAMA2-CD44', 'commot_cluster-celltype-CellChat-LAMA3-CD44', 'commot_cluster-celltype-CellChat-LAMA4-CD44', 'commot_cluster-celltype-CellChat-LAMA5-CD44', 'commot_cluster-celltype-CellChat-LAMB1-CD44', 'commot_cluster-celltype-CellChat-LAMB2-CD44', 'commot_cluster-celltype-CellChat-LAMC1-CD44', 'commot_cluster-celltype-CellChat-COL1A1-SDC4', 'commot_cluster-celltype-CellChat-COL1A2-SDC4', 'commot_cluster-celltype-CellChat-COL4A1-SDC4', 'commot_cluster-celltype-CellChat-COL4A2-SDC4', 'commot_cluster-celltype-CellChat-COL4A3-SDC4', 'commot_cluster-celltype-CellChat-COL4A4-SDC4', 'commot_cluster-celltype-CellChat-COL4A5-SDC4', 'commot_cluster-celltype-CellChat-COL4A6-SDC4', 'commot_cluster-celltype-CellChat-COL6A1-SDC4', 'commot_cluster-celltype-CellChat-COL6A2-SDC4', 'commot_cluster-celltype-CellChat-COL6A3-SDC4', 'commot_cluster-celltype-CellChat-FN1-SDC4', 'commot_cluster-celltype-CellChat-TNC-SDC4', 'commot_cluster-celltype-CellChat-TNXB-SDC4', 'commot_cluster-celltype-CellChat-THBS1-SDC4', 'commot_cluster-celltype-CellChat-THBS3-SDC4', 'commot_cluster-celltype-CellChat-THBS1-CD47', 'commot_cluster-celltype-CellChat-THBS3-CD47', 'commot_cluster-celltype-CellChat-AGRN-DAG1', 'commot_cluster-celltype-CellChat-HSPG2-DAG1', 'commot_cluster-celltype-CellChat-LAMA2-DAG1', 'commot_cluster-celltype-CellChat-LAMA3-DAG1', 'commot_cluster-celltype-CellChat-LAMA4-DAG1', 'commot_cluster-celltype-CellChat-LAMA5-DAG1', 'commot_cluster-celltype-CellChat-LAMB1-DAG1', 'commot_cluster-celltype-CellChat-LAMB2-DAG1', 'commot_cluster-celltype-CellChat-LAMC1-DAG1', 'commot_cluster-celltype-CellChat-APP-CD74', 'commot_cluster-celltype-CellChat-CADM1-CADM1', 'commot_cluster-celltype-CellChat-PTPRC-MRC1', 'commot_cluster-celltype-CellChat-CD46-JAG1', 'commot_cluster-celltype-CellChat-CD96-NECTIN1', 'commot_cluster-celltype-CellChat-CD96-PVR', 'commot_cluster-celltype-CellChat-CD99-CD99', 'commot_cluster-celltype-CellChat-CD99-CD99L2', 'commot_cluster-celltype-CellChat-CDH1-CDH1', 'commot_cluster-celltype-CellChat-CDH1-ITGA2_ITGB1', 'commot_cluster-celltype-CellChat-EFNA1-EPHA3', 'commot_cluster-celltype-CellChat-EFNA1-EPHA4', 'commot_cluster-celltype-CellChat-EFNA1-EPHA7', 'commot_cluster-celltype-CellChat-EFNA5-EPHA3', 'commot_cluster-celltype-CellChat-EFNA5-EPHA4', 'commot_cluster-celltype-CellChat-EFNA5-EPHA7', 'commot_cluster-celltype-CellChat-EFNB2-EPHA4', 'commot_cluster-celltype-CellChat-EFNB2-EPHB4', 'commot_cluster-celltype-CellChat-F11R-ITGAL_ITGB2', 'commot_cluster-celltype-CellChat-F11R-F11R', 'commot_cluster-celltype-CellChat-F11R-JAM3', 'commot_cluster-celltype-CellChat-JAM3-F11R', 'commot_cluster-celltype-CellChat-JAM3-JAM3', 'commot_cluster-celltype-CellChat-MPZL1-MPZL1', 'commot_cluster-celltype-CellChat-NECTIN1-CD96', 'commot_cluster-celltype-CellChat-NEGR1-NEGR1', 'commot_cluster-celltype-CellChat-DLL1-NOTCH1', 'commot_cluster-celltype-CellChat-DLL1-NOTCH3', 'commot_cluster-celltype-CellChat-JAG1-NOTCH1', 'commot_cluster-celltype-CellChat-JAG1-NOTCH2', 'commot_cluster-celltype-CellChat-JAG1-NOTCH3', 'commot_cluster-celltype-CellChat-DLL1-NOTCH2', 'commot_cluster-celltype-CellChat-NRXN3-NLGN1', 'commot_cluster-celltype-CellChat-NRXN3-NLGN2', 'commot_cluster-celltype-CellChat-PECAM1-PECAM1', 'commot_cluster-celltype-CellChat-PTPRM-PTPRM', 'commot_cluster-celltype-CellChat-SEMA4A-NRP1_PLXNA1', 'commot_cluster-celltype-CellChat-SEMA4A-NRP1_PLXNA2', 'commot_cluster-celltype-CellChat-SEMA4A-NRP1_PLXNA3', 'commot_cluster-celltype-CellChat-SEMA4A-NRP1_PLXNA4', 'commot_cluster-celltype-CellChat-SEMA4A-PLXNB1', 'commot_cluster-celltype-CellChat-SEMA4A-PLXNB2', 'commot_cluster-celltype-CellChat-SEMA4D-PLXNB1', 'commot_cluster-celltype-CellChat-SEMA4D-PLXNB2', 'commot_cluster-celltype-CellChat-SEMA4G-PLXNB2', 'commot_cluster-celltype-CellChat-SEMA5A-PLXNA1', 'commot_cluster-celltype-CellChat-SEMA5A-PLXNA3', 'commot_cluster-celltype-CellChat-SEMA6A-PLXNA2', 'commot_cluster-celltype-CellChat-SEMA6A-PLXNA4', 'commot_cluster-celltype-CellChat-total-total'\n",
       "    obsm: 'spatial', 'commot-CellChat-sum-sender', 'commot-CellChat-sum-receiver', 'commot_sender_vf-CellChat-total-total', 'commot_receiver_vf-CellChat-total-total'\n",
       "    obsp: 'commot-CellChat-LAMC1-ITGA6_ITGB4', 'commot-CellChat-LAMC1-ITGA6_ITGB1', 'commot-CellChat-LAMC1-ITGA2_ITGB1', 'commot-CellChat-LAMC1-ITGA3_ITGB1', 'commot-CellChat-LAMC1-ITGA9_ITGB1', 'commot-CellChat-LAMC1-DAG1', 'commot-CellChat-LAMC1-CD44', 'commot-CellChat-LAMC1-ITGAV_ITGB8', 'commot-CellChat-LAMC1-ITGA1_ITGB1', 'commot-CellChat-LAMB2-ITGA6_ITGB4', 'commot-CellChat-LAMB2-ITGA6_ITGB1', 'commot-CellChat-LAMB2-ITGA2_ITGB1', 'commot-CellChat-LAMB2-ITGA3_ITGB1', 'commot-CellChat-LAMB2-ITGA9_ITGB1', 'commot-CellChat-LAMB2-DAG1', 'commot-CellChat-LAMB2-CD44', 'commot-CellChat-LAMB2-ITGAV_ITGB8', 'commot-CellChat-LAMB2-ITGA1_ITGB1', 'commot-CellChat-NAMPT-INSR', 'commot-CellChat-NAMPT-ITGA5_ITGB1', 'commot-CellChat-COL6A1-SDC4', 'commot-CellChat-COL6A1-ITGA2_ITGB1', 'commot-CellChat-COL6A1-ITGA3_ITGB1', 'commot-CellChat-COL6A1-ITGA9_ITGB1', 'commot-CellChat-COL6A1-CD44', 'commot-CellChat-COL6A1-ITGAV_ITGB8', 'commot-CellChat-COL6A1-ITGA1_ITGB1', 'commot-CellChat-THBS1-CD47', 'commot-CellChat-THBS1-SDC4', 'commot-CellChat-THBS1-ITGA3_ITGB1', 'commot-CellChat-JAM3-JAM3', 'commot-CellChat-JAM3-F11R', 'commot-CellChat-SEMA4G-PLXNB2', 'commot-CellChat-NRXN3-NLGN2', 'commot-CellChat-NRXN3-NLGN1', 'commot-CellChat-COL4A4-SDC4', 'commot-CellChat-COL4A4-ITGA2_ITGB1', 'commot-CellChat-COL4A4-ITGA3_ITGB1', 'commot-CellChat-COL4A4-ITGA9_ITGB1', 'commot-CellChat-COL4A4-CD44', 'commot-CellChat-COL4A4-ITGAV_ITGB8', 'commot-CellChat-COL4A4-ITGA1_ITGB1', 'commot-CellChat-PTPRC-MRC1', 'commot-CellChat-CD99-CD99L2', 'commot-CellChat-CD99-CD99', 'commot-CellChat-TGFB1-ACVR1_TGFBR1_TGFBR2', 'commot-CellChat-TGFB1-TGFBR1_TGFBR2', 'commot-CellChat-TGFB1-ACVR1B_TGFBR2', 'commot-CellChat-COL4A2-SDC4', 'commot-CellChat-COL4A2-ITGA2_ITGB1', 'commot-CellChat-COL4A2-ITGA3_ITGB1', 'commot-CellChat-COL4A2-ITGA9_ITGB1', 'commot-CellChat-COL4A2-CD44', 'commot-CellChat-COL4A2-ITGAV_ITGB8', 'commot-CellChat-COL4A2-ITGA1_ITGB1', 'commot-CellChat-TGFB3-ACVR1_TGFBR1_TGFBR2', 'commot-CellChat-TGFB3-TGFBR1_TGFBR2', 'commot-CellChat-TGFB3-ACVR1B_TGFBR2', 'commot-CellChat-LAMA3-ITGA6_ITGB4', 'commot-CellChat-LAMA3-ITGA6_ITGB1', 'commot-CellChat-LAMA3-ITGA2_ITGB1', 'commot-CellChat-LAMA3-ITGA3_ITGB1', 'commot-CellChat-LAMA3-ITGA9_ITGB1', 'commot-CellChat-LAMA3-DAG1', 'commot-CellChat-LAMA3-CD44', 'commot-CellChat-LAMA3-ITGAV_ITGB8', 'commot-CellChat-LAMA3-ITGA1_ITGB1', 'commot-CellChat-CDH1-ITGA2_ITGB1', 'commot-CellChat-CDH1-CDH1', 'commot-CellChat-LAMA2-ITGA6_ITGB4', 'commot-CellChat-LAMA2-ITGA6_ITGB1', 'commot-CellChat-LAMA2-ITGA2_ITGB1', 'commot-CellChat-LAMA2-ITGA3_ITGB1', 'commot-CellChat-LAMA2-ITGA9_ITGB1', 'commot-CellChat-LAMA2-DAG1', 'commot-CellChat-LAMA2-CD44', 'commot-CellChat-LAMA2-ITGAV_ITGB8', 'commot-CellChat-LAMA2-ITGA1_ITGB1', 'commot-CellChat-EFNA1-EPHA4', 'commot-CellChat-EFNA1-EPHA3', 'commot-CellChat-EFNA1-EPHA7', 'commot-CellChat-CD46-JAG1', 'commot-CellChat-AGRN-DAG1', 'commot-CellChat-C3-ITGAX_ITGB2', 'commot-CellChat-NECTIN1-CD96', 'commot-CellChat-DLL1-NOTCH2', 'commot-CellChat-DLL1-NOTCH1', 'commot-CellChat-DLL1-NOTCH3', 'commot-CellChat-SEMA4D-PLXNB1', 'commot-CellChat-SEMA4D-PLXNB2', 'commot-CellChat-SEMA6A-PLXNA2', 'commot-CellChat-SEMA6A-PLXNA4', 'commot-CellChat-COL6A2-SDC4', 'commot-CellChat-COL6A2-ITGA2_ITGB1', 'commot-CellChat-COL6A2-ITGA3_ITGB1', 'commot-CellChat-COL6A2-ITGA9_ITGB1', 'commot-CellChat-COL6A2-CD44', 'commot-CellChat-COL6A2-ITGAV_ITGB8', 'commot-CellChat-COL6A2-ITGA1_ITGB1', 'commot-CellChat-FN1-ITGA4_ITGB1', 'commot-CellChat-FN1-SDC4', 'commot-CellChat-FN1-ITGA3_ITGB1', 'commot-CellChat-FN1-CD44', 'commot-CellChat-FN1-ITGAV_ITGB8', 'commot-CellChat-FN1-ITGA5_ITGB1', 'commot-CellChat-FN1-ITGAV_ITGB1', 'commot-CellChat-HSPG2-DAG1', 'commot-CellChat-PDGFA-PDGFRA', 'commot-CellChat-PDGFA-PDGFRB', 'commot-CellChat-EFNA5-EPHA4', 'commot-CellChat-EFNA5-EPHA3', 'commot-CellChat-EFNA5-EPHA7', 'commot-CellChat-MPZL1-MPZL1', 'commot-CellChat-COL1A2-SDC4', 'commot-CellChat-COL1A2-ITGA2_ITGB1', 'commot-CellChat-COL1A2-ITGA3_ITGB1', 'commot-CellChat-COL1A2-ITGA9_ITGB1', 'commot-CellChat-COL1A2-CD44', 'commot-CellChat-COL1A2-ITGAV_ITGB8', 'commot-CellChat-COL1A2-ITGA1_ITGB1', 'commot-CellChat-JAG1-NOTCH2', 'commot-CellChat-JAG1-NOTCH1', 'commot-CellChat-JAG1-NOTCH3', 'commot-CellChat-LAMB1-ITGA6_ITGB4', 'commot-CellChat-LAMB1-ITGA6_ITGB1', 'commot-CellChat-LAMB1-ITGA2_ITGB1', 'commot-CellChat-LAMB1-ITGA3_ITGB1', 'commot-CellChat-LAMB1-ITGA9_ITGB1', 'commot-CellChat-LAMB1-DAG1', 'commot-CellChat-LAMB1-CD44', 'commot-CellChat-LAMB1-ITGAV_ITGB8', 'commot-CellChat-LAMB1-ITGA1_ITGB1', 'commot-CellChat-LAMA5-ITGA6_ITGB4', 'commot-CellChat-LAMA5-ITGA6_ITGB1', 'commot-CellChat-LAMA5-ITGA2_ITGB1', 'commot-CellChat-LAMA5-ITGA3_ITGB1', 'commot-CellChat-LAMA5-ITGA9_ITGB1', 'commot-CellChat-LAMA5-DAG1', 'commot-CellChat-LAMA5-CD44', 'commot-CellChat-LAMA5-ITGAV_ITGB8', 'commot-CellChat-LAMA5-ITGA1_ITGB1', 'commot-CellChat-WNT5B-FZD6', 'commot-CellChat-GRN-SORT1', 'commot-CellChat-NRG2-ERBB2_ERBB4', 'commot-CellChat-NRG2-ERBB3', 'commot-CellChat-NRG2-ERBB4', 'commot-CellChat-NRG2-ERBB2_ERBB3', 'commot-CellChat-CSF1-CSF1R', 'commot-CellChat-F11R-JAM3', 'commot-CellChat-F11R-F11R', 'commot-CellChat-F11R-ITGAL_ITGB2', 'commot-CellChat-PECAM1-PECAM1', 'commot-CellChat-SEMA4A-NRP1_PLXNA3', 'commot-CellChat-SEMA4A-NRP1_PLXNA1', 'commot-CellChat-SEMA4A-NRP1_PLXNA2', 'commot-CellChat-SEMA4A-NRP1_PLXNA4', 'commot-CellChat-SEMA4A-PLXNB1', 'commot-CellChat-SEMA4A-PLXNB2', 'commot-CellChat-GAS6-MERTK', 'commot-CellChat-GAS6-AXL', 'commot-CellChat-PDGFC-PDGFRA', 'commot-CellChat-COL4A6-SDC4', 'commot-CellChat-COL4A6-ITGA2_ITGB1', 'commot-CellChat-COL4A6-ITGA3_ITGB1', 'commot-CellChat-COL4A6-ITGA9_ITGB1', 'commot-CellChat-COL4A6-CD44', 'commot-CellChat-COL4A6-ITGAV_ITGB8', 'commot-CellChat-COL4A6-ITGA1_ITGB1', 'commot-CellChat-LAMA4-ITGA6_ITGB4', 'commot-CellChat-LAMA4-ITGA6_ITGB1', 'commot-CellChat-LAMA4-ITGA2_ITGB1', 'commot-CellChat-LAMA4-ITGA3_ITGB1', 'commot-CellChat-LAMA4-ITGA9_ITGB1', 'commot-CellChat-LAMA4-DAG1', 'commot-CellChat-LAMA4-CD44', 'commot-CellChat-LAMA4-ITGAV_ITGB8', 'commot-CellChat-LAMA4-ITGA1_ITGB1', 'commot-CellChat-EFNB2-EPHB4', 'commot-CellChat-EFNB2-EPHA4', 'commot-CellChat-MDK-SDC2', 'commot-CellChat-MDK-ITGA4_ITGB1', 'commot-CellChat-MDK-SDC4', 'commot-CellChat-MDK-ITGA6_ITGB1', 'commot-CellChat-MDK-LRP1', 'commot-CellChat-MDK-NCL', 'commot-CellChat-COL4A3-SDC4', 'commot-CellChat-COL4A3-ITGA2_ITGB1', 'commot-CellChat-COL4A3-ITGA3_ITGB1', 'commot-CellChat-COL4A3-ITGA9_ITGB1', 'commot-CellChat-COL4A3-CD44', 'commot-CellChat-COL4A3-ITGAV_ITGB8', 'commot-CellChat-COL4A3-ITGA1_ITGB1', 'commot-CellChat-COL4A5-SDC4', 'commot-CellChat-COL4A5-ITGA2_ITGB1', 'commot-CellChat-COL4A5-ITGA3_ITGB1', 'commot-CellChat-COL4A5-ITGA9_ITGB1', 'commot-CellChat-COL4A5-CD44', 'commot-CellChat-COL4A5-ITGAV_ITGB8', 'commot-CellChat-COL4A5-ITGA1_ITGB1', 'commot-CellChat-COL6A3-SDC4', 'commot-CellChat-COL6A3-ITGA2_ITGB1', 'commot-CellChat-COL6A3-ITGA3_ITGB1', 'commot-CellChat-COL6A3-ITGA9_ITGB1', 'commot-CellChat-COL6A3-CD44', 'commot-CellChat-COL6A3-ITGAV_ITGB8', 'commot-CellChat-COL6A3-ITGA1_ITGB1', 'commot-CellChat-PTN-SDC2', 'commot-CellChat-PTN-SDC4', 'commot-CellChat-PTN-SDC3', 'commot-CellChat-PTN-NCL', 'commot-CellChat-CADM1-CADM1', 'commot-CellChat-NRG1-ERBB2_ERBB4', 'commot-CellChat-NRG1-ERBB3', 'commot-CellChat-NRG1-ERBB4', 'commot-CellChat-NRG1-ERBB2_ERBB3', 'commot-CellChat-TNC-SDC4', 'commot-CellChat-TNC-ITGA9_ITGB1', 'commot-CellChat-THBS3-CD47', 'commot-CellChat-THBS3-SDC4', 'commot-CellChat-THBS3-ITGA3_ITGB1', 'commot-CellChat-TGFB2-ACVR1_TGFBR1_TGFBR2', 'commot-CellChat-TGFB2-TGFBR1_TGFBR2', 'commot-CellChat-TGFB2-ACVR1B_TGFBR2', 'commot-CellChat-SEMA3C-NRP1_PLXNA3', 'commot-CellChat-SEMA3C-NRP1_PLXNA1', 'commot-CellChat-SEMA3C-NRP1_PLXNA2', 'commot-CellChat-SEMA3C-NRP1_PLXNA4', 'commot-CellChat-SEMA3C-PLXND1', 'commot-CellChat-TNXB-SDC4', 'commot-CellChat-TNXB-ITGA9_ITGB1', 'commot-CellChat-MIF-CD74_CXCR4', 'commot-CellChat-MIF-CD74_CD44', 'commot-CellChat-IGF1-ITGA6_ITGB4', 'commot-CellChat-IGF1-IGF1R', 'commot-CellChat-COL1A1-SDC4', 'commot-CellChat-COL1A1-ITGA2_ITGB1', 'commot-CellChat-COL1A1-ITGA3_ITGB1', 'commot-CellChat-COL1A1-ITGA9_ITGB1', 'commot-CellChat-COL1A1-CD44', 'commot-CellChat-COL1A1-ITGAV_ITGB8', 'commot-CellChat-COL1A1-ITGA1_ITGB1', 'commot-CellChat-COL4A1-SDC4', 'commot-CellChat-COL4A1-ITGA2_ITGB1', 'commot-CellChat-COL4A1-ITGA3_ITGB1', 'commot-CellChat-COL4A1-ITGA9_ITGB1', 'commot-CellChat-COL4A1-CD44', 'commot-CellChat-COL4A1-ITGAV_ITGB8', 'commot-CellChat-COL4A1-ITGA1_ITGB1', 'commot-CellChat-APP-CD74', 'commot-CellChat-CD96-NECTIN1', 'commot-CellChat-CD96-PVR', 'commot-CellChat-PTPRM-PTPRM', 'commot-CellChat-SEMA5A-PLXNA3', 'commot-CellChat-SEMA5A-PLXNA1', 'commot-CellChat-LGALS9-PTPRC', 'commot-CellChat-LGALS9-CD44', 'commot-CellChat-NEGR1-NEGR1', 'commot-CellChat-AGRN', 'commot-CellChat-APP', 'commot-CellChat-CADM', 'commot-CellChat-CD45', 'commot-CellChat-CD46', 'commot-CellChat-CD96', 'commot-CellChat-CD99', 'commot-CellChat-CDH', 'commot-CellChat-CDH1', 'commot-CellChat-COLLAGEN', 'commot-CellChat-COMPLEMENT', 'commot-CellChat-CSF', 'commot-CellChat-EPHA', 'commot-CellChat-EPHB', 'commot-CellChat-FN1', 'commot-CellChat-GALECTIN', 'commot-CellChat-GAS', 'commot-CellChat-GRN', 'commot-CellChat-HSPG', 'commot-CellChat-IGF', 'commot-CellChat-JAM', 'commot-CellChat-LAMININ', 'commot-CellChat-MIF', 'commot-CellChat-MK', 'commot-CellChat-MPZ', 'commot-CellChat-NECTIN', 'commot-CellChat-NEGR', 'commot-CellChat-NOTCH', 'commot-CellChat-NRG', 'commot-CellChat-NRXN', 'commot-CellChat-PDGF', 'commot-CellChat-PECAM1', 'commot-CellChat-PTN', 'commot-CellChat-PTPRM', 'commot-CellChat-SEMA3', 'commot-CellChat-SEMA4', 'commot-CellChat-SEMA5', 'commot-CellChat-SEMA6', 'commot-CellChat-TENASCIN', 'commot-CellChat-TGFb', 'commot-CellChat-THBS', 'commot-CellChat-VISFATIN', 'commot-CellChat-ncWNT', 'commot-CellChat-total-total'"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a_dis500"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "4f219a00-3856-4d48-8445-3d36cb4f5827",
   "metadata": {
    "editable": true,
    "execution": {
     "iopub.execute_input": "2025-09-02T09:52:07.227807Z",
     "iopub.status.busy": "2025-09-02T09:52:07.227065Z",
     "iopub.status.idle": "2025-09-02T09:52:08.172350Z",
     "shell.execute_reply": "2025-09-02T09:52:08.171556Z",
     "shell.execute_reply.started": "2025-09-02T09:52:07.227770Z"
    },
    "slideshow": {
     "slide_type": ""
    },
    "tags": [
     "remove-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=827x440>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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eMAwQERHJHMMAERGRzDEMEBERyRzDABERkcwxDBAREckcwwCVKyqVKHKZiIjyYxigckGtFlCrBeJ+F1j7vQrL16iw9nsV4n4X2jJDcvToUUiShMzMzFfaT2RkJOzs7F5pH2lpaZAkCXFxcf+4b35+fhg3btwr9aM4XuybPo6fSA4YBsjgCSGQeA2YOkeNdT8IXLwMJF0HLl4G1v0gMHWOGonXNPX0LSQkBJIk5XsFBgbqva2XqV27NpYuXVrq7bRu3RoZGRmoUKGCXverVCqxYMECNG7cGJaWlqhSpQratGmDiIgI5Obm6rUtItLFO7KQQVOrNUFg1Xo11OqC6zzO0pR/NEQBTw8BhULSax8CAwMRERGhs87MzEyvbbxJTE1N4eDgoNd9KpVKBAQEID4+HrNnz0abNm1ga2uLM2fOYNGiRfDx8YG3t7de2ySi/+HIABm877cXHgSeU6uB73e8pNI/ZGZmBgcHB51XxYoVteWSJGHt2rXo1asXLC0t4e7ujt27d+vsY9++ffDw8ICFhQU6duyItLS0fO3s3LkT9evXh5mZGWrXro3Fixdry/z8/PDHH39g/Pjx2tGJvztw4AA8PT1hbW2NwMBAZGRk6JSvXbsWnp6eMDc3R7169fDtt98WerwvDsU/ePAAAwYMQI0aNWBpaYmGDRti8+bNxX37AABLly7F8ePHER0djdGjR8Pb2xuurq4YOHAgzp49C3d3dwCAWq3GvHnz4OLiAgsLCzRu3Bg7duwoUVtElB/DABkslUrg4mWBx1nFq//4v0Dc76JMJhWGh4ejX79+uHTpErp27Yrg4GA8fPgQAHDz5k307t0bPXr0QFxcHD788ENMmjRJZ/sLFy6gX79+eO+993D58mXMnDkT06ZNQ2RkJABg165dqFmzJmbNmoWMjAydL/snT55g0aJF2LhxI44fP4709HSEhYVpyzdt2oTp06djzpw5SExMxNy5czFt2jSsX7++WMeWk5ODJk2aYO/evfj9998xYsQIvP/++4iNjS32+7Np0yb4+/vDx8cnX5mJiQmsrKwAAPPmzcOGDRuwatUqXLlyBePHj8egQYNw7NixYrdFRPnxNAEZLCMjCRcvl+zX/sXLgG8j/Z4m2LNnD6ytrXXWTZkyBVOmTNEuh4SEYMCAAQCAuXPnYvny5YiNjUVgYCBWrlyJOnXqaH/p161bF5cvX8b8+fO12y9ZsgSdO3fGtGnTAAAeHh5ISEjAwoULERISgkqVKsHIyAg2Njb5hvBzc3OxatUq1KlTBwAwZswYzJo1S1s+Y8YMLF68GL179wYAuLi4ICEhAatXr8aQIUNeevw1atTQCRcff/wxDhw4gG3btqF58+YvfwMBJCcnw8/Pr8g6z549w9y5c3H48GG0atUKAODq6oqTJ09i9erV6NChQ7HaIqL8GAbIoD15WtL6+h8V6NixI1auXKmzrlKlSjrLjRo10v5tZWUFW1tb3Lt3DwCQmJiIFi1a6NR//mX3XGJiIoKCgnTWtWnTBkuXLoVKpYKRUeFPZrS0tNQGAQBwdHTUtp2dnY2UlBQMGzYMw4cP19bJy8sr9gRBlUqFuXPnYtu2bbh9+zaUSiWePXsGS0vLYm0PFG9y5/Xr1/HkyRN06dJFZ71SqSxwRIGIio9hgAyapUVJ6+t3VADQfLm7ubkVWcfExERnWZIkqF820UFPCmr7+ZdvVpbmHMuaNWvyBZKiAsbfLVy4EMuWLcPSpUvRsGFDWFlZYdy4cVAqlcXuo4eHB65evVpkned93bt3L2rUqKFTVp4nbBK9DgwDZLBUKgGfhhIuXi7+r32fhprtjIz0Hwr+KU9Pz3wTCs+cOZOvTkxMjM66mJgYeHh4aL+0TU1NoVKpStR2tWrVUL16ddy4cQPBwcH/oPeafgQFBWHQoEEANJP8rl27Bi8vr2LvY+DAgZgyZQouXryY71d+bm4ulEolvLy8YGZmhvT0dJ4SINIzTiAkg2VkJMGnoQRb65fXBQBbG8C7gaT3IPDs2TPcuXNH5/Wf//yn2Nt/9NFHSE5OxqeffoqkpCT88MMP2omBz02YMAHR0dGYPXs2rl27hvXr1+Obb77ROVdfu3ZtHD9+HLdv3y5R++Hh4Zg3bx6WL1+Oa9eu4fLly4iIiMCSJUuKtb27uzsOHTqEU6dOITExESNHjsTdu3eL3T4AjBs3Dm3atEHnzp2xYsUKxMfH48aNG9i2bRtatmyJ5ORk2NjYICwsDOPHj8f69euRkpKC3377DV9//XWxJzsSUcEYBsjgDeqrgOIln2SFAhj0bul83Pfv3w9HR0edV9u2bYu9vbOzM3bu3ImoqCg0btwYq1atwty5c3Xq+Pr6Ytu2bdiyZQsaNGiA6dOnY9asWQgJCdHWmTVrFtLS0lCnTh3Y29sXu/0PP/wQa9euRUREBBo2bIgOHTogMjISLi4uxdr+888/h6+vLwICAuDn5wcHBwf07Nmz2O0DmmH+Q4cO4bPPPsPq1avRsmVLNGvWDMuXL0doaCgaNGgAAJg9ezamTZuGefPmwdPTE4GBgdi7d2+x+0pEBZNEadyWjagEcnJykJqaChcXF5ibm5d4eyEEEpI09xF4/N/85bY2miDgVRf5rr8nKmuv+vkn0gfOGSCDJ0kSPD0E5kxRIO53ze2InzwVsLSQ4NNQc2rgeT0iIsqPYYDKhee3GG5cX/c+AiqV/m8/TERU3nDOAJUrL04OfJOuGiAielMxDBAREckcwwAREZHMMQwQERHJHMMAERGRzDEMULkihLrIZSIiyo+XFlK5oL131uOHEI//A6jyACNjwLYKhG1lALzPABFRYTgyQAZPCAFk/QVcOwfcSgIePwCyH2n+eytJsz7rr2I9Jldf/Pz8MG7cOO1y7dq1sXTp0lJpS5IkREVFFVqelpYGSZIQFxdXKu0TkeFjGCCDpg0C6YlAXm7BlfJyNeWlEAhCQkIgSVK+14IFCzB79my9tvWmmDlzJry9vcu6G0SkRzxNQIbvz+vFr+fRTO/NBwYGIiIiQmedvb299tHC/1Rubi5MTExeaR9ERMXBkQEyWEKogcf/KXxE4EV5ucDjB3qfVGhmZgYHBwedV+fOnXVOEwDAf//7XwwYMABWVlaoUaMGVqxYoVMuSRJWrlyJd955B1ZWVpgzZw4AYOXKlahTpw5MTU1Rt25dbNy4MV8fMjIy8Pbbb8PCwgKurq7YsWNHof1VqVQYNmwYXFxcYGFhgbp162LZsmU6dY4ePYrmzZvDysoKdnZ2aNOmDf744w9ERkYiPDwc8fHx2lGQFx+3TESGh2GADJYkKTTzAkri8X8025WBhQsXonHjxrh48SImTZqEsWPH4tChQzp1Zs6ciV69euHy5cv44IMP8OOPP2Ls2LGYMGECfv/9d4wcORJDhw7FkSNHdLabNm0a+vTpg/j4eAQHB+O9995DYmJigf1Qq9WoWbMmtm/fjoSEBEyfPh1TpkzBtm3bAAB5eXno2bMnOnTogEuXLuH06dMYMWIEJElC//79MWHCBNSvXx8ZGRnIyMhA//79S+cNI6LXhqcJyLCp8kq3fjHs2bMH1tbW2uW33367wHpt2rTBpEmTAAAeHh6IiYnBV199hS5dumjrDBw4EEOHDtUuDxgwACEhIRg1ahQA4JNPPsGZM2ewaNEidOzYUVuvb9+++PDDDwEAs2fPxqFDh/D111/j22+/zdcPExMThIeHa5ddXFxw+vRpbNu2Df369cPjx4/x6NEjdO/eHXXq1AEAeHp6autbW1vD2NgYDg4OxX+TiOiNxpEBMmxGJcyzJa1fDB07dkRcXJz2tXz58gLrtWrVKt/yi7/emzZtqrOcmJiINm3a6Kxr06ZNvu2Ks++/W7FiBZo0aQJ7e3tYW1vj3//+N9LT0wEAlSpVQkhICAICAtCjRw8sW7YMGRkZhe6LiAwfwwAZLCHUgG2Vkm1kW0XvcwasrKzg5uamfTk6Or7Svkrbli1bEBYWhmHDhuHgwYOIi4vD0KFDoVQqtXUiIiJw+vRptG7dGlu3boWHhwfOnDlT6n0jorLBMEAGS5IUgG1lwLiYM+6NTQDbymU2Z+DFL9MzZ87oDL8XxNPTEzExMTrrYmJi4OXl9Y/3HRMTg9atW2PUqFHw8fGBm5sbUlJS8tXz8fHB5MmTcerUKTRo0AA//PADAMDU1BQqlarIfhORYeGcATJ81d009xF4aT330u9LEWJiYrBgwQL07NkThw4dwvbt27F3794it/n000/Rr18/+Pj4wN/fHz///DN27dqFw4cP69Tbvn07mjZtirZt22LTpk2IjY3Fd999V+A+3d3dsWHDBhw4cAAuLi7YuHEjzp07BxcXFwBAamoq/v3vf+Odd95B9erVkZSUhOTkZAwePBiA5gZKqampiIuLQ82aNWFjYwMzMzM9vENEVFY4MkAGTZIkwLoi4OxZ+AiBsYmm3NquTG9JPGHCBJw/fx4+Pj744osvsGTJEgQEBBS5Tc+ePbFs2TIsWrQI9evXx+rVqxEREQE/Pz+deuHh4diyZQsaNWqEDRs2YPPmzflGD54bOXIkevfujf79+6NFixZ48OCBdoIiAFhaWuLq1avo06cPPDw8MGLECIwePRojR44EAPTp0weBgYHo2LEj7O3tsXnz5ld7Y4iozEnidd6jlagAOTk5SE1NhYuLC8zNzf/RPv73bIIHmnsP/O3ZBOCzCegNpo/PP9Gr4mkCKheef9EL20qQKvxvUqEQaoYAIqKX4GkCKldenBxYVpMFiYgMCf+lJCIikjmGASIiIpljGCAiIpI5hgEiIiKZYxggIiKSOYYBKldErihymYiI8uN9BqhcEHn//6W/KxNiRybwlwqoaAS8awfRxw4AIBnzfgNERAXhyAAZPKEWwMHHQM3fgffSgB2ZQPR/Nf99L02z/uBjTb1yQpIkREVF6XWffn5+GDdunF73WZCjR49CkiRkZmYCACIjI2FnZ1fq7RJR4RgGyKCJPAHsfwy8cwO4m1dwpbt5mvL9j/83gqAnISEh6Nmzp173WRwZGRl4++23X3u7SqUSCxYsQOPGjWFpaYkqVaqgTZs2iIiIQG5u7mvvDxHpB08TkOH7IB142RN1VQCGpQM3G7yOHpU6BweH196mUqlEQEAA4uPjMXv2bLRp0wa2trY4c+YMFi1aBB8fH3h7e7/2fhHRq+PIABkskSuAnZmFjwi86E6eZk7Ba5pUWNDwd1RUlM6zEmbOnAlvb2+sW7cOzs7OsLa2xqhRo6BSqbBgwQI4ODigatWqmDNnjs5+/n6aIC0tDZIkYdeuXejYsSMsLS3RuHFjnD59Wlv/wYMHGDBgAGrUqAFLS0s0bNiwxE8bXLp0KY4fP47o6GiMHj0a3t7ecHV1xcCBA3H27Fm4u2seEa1WqzFv3jy4uLjAwsICjRs3xo4dO0rUFhG9XgwDZLAkE0kzL6AkdmRqtnuDpKSk4JdffsH+/fuxefNmfPfdd+jWrRtu3bqFY8eOYf78+fj8889x9uzZIvczdepUhIWFIS4uDh4eHhgwYADy8jRBKScnB02aNMHevXvx+++/Y8SIEXj//fcRGxtb7H5u2rQJ/v7+8PHxyVdmYmICKysrAMC8efOwYcMGrFq1CleuXMH48eMxaNAgHDt2rATvChG9TjxNQIbtr5edH3jF+q+BWq3GunXrYGNjAy8vL3Ts2BFJSUnYt28fFAoF6tati/nz5+PIkSNo0aJFofsJCwtDt27dAADh4eGoX78+rl+/jnr16qFGjRoICwvT1v34449x4MABbNu2Dc2bNy9WP5OTk+Hn51dknWfPnmHu3Lk4fPgwWrVqBQBwdXXFyZMnsXr1anTo0KFYbRHR68UwQIatolHp1n8NateuDRsbG+1ytWrVYGRkBIVCobPu3r17Re6nUaNG2r8dHR0BAPfu3UO9evWgUqkwd+5cbNu2Dbdv34ZSqcSzZ89gaWlZ7H4K8fLTK9evX8eTJ0/QpUsXnfVKpbLAEQUiejMwDJDBErkCeNeuZKcK3rWDyBWv5VSBQqHI9wVa0Ix7ExMTnWVJkgpcp1ari2zv79s8n5fwfJuFCxdi2bJlWLp0KRo2bAgrKyuMGzcOSqWy2Mfj4eGBq1evFlknKysLALB3717UqFFDp8zMzKzYbRHR68UwQAZLMpE0NxSqZly8SYQOxkBvu9d28yF7e3v897//RXZ2tvZ8elxc3Gtp+0UxMTEICgrCoEGDAGhCwrVr1+Dl5VXsfQwcOBBTpkzBxYsX8/3Kz83NhVKphJeXF8zMzJCens5TAkQGhGGADN86Z819BIqaDmAE4DvnUmn+0aNH+b7kK1eujBYtWsDS0hJTpkxBaGgozp49i8jIyFLpw8u4u7tjx44dOHXqFCpWrIglS5bg7t27JQoD48aNw969e9G5c2fMnj0bbdu2hY2NDc6fP4/58+fju+++g7e3N8LCwjB+/Hio1Wq0bdsWjx49QkxMDGxtbTFkyJBSPEoi+qcYBsigScYSRKAtsNtVcx+BOwWMEDgYa4JAoC0khf5HBY4ePZrvl/KwYcOwdu1afP/99/j000+xZs0adO7cGTNnzsSIESP03oeX+fzzz3Hjxg0EBATA0tISI0aMQM+ePfHo0aNi78PMzAyHDh3CV199hdWrVyMsLAyWlpbw9PREaGgoGjTQ3MNh9uzZsLe3x7x583Djxg3Y2dnB19cXU6ZMKa3DI6JXJInizAoiKkU5OTlITU2Fi4sLzM3N/9E+/v5sArzwbAL0tgPAZxPQm0kfn3+iV8WRASoXnn/Ri152kPpV1K4XuYIhgIjoJXjTISpXXrxK4E27wRAR0ZuIYYCIiEjmGAaIiIhkjmGAiIhI5hgGiIiIZI5hgIiISOYYBqhcyRVFLxMRUX68zwCVCyoBCAA/q4EoNZAJwA5ATwXwjgKQABjxKkMiogIxDJDBUwsgWgCj8oAXH/IbpQKqqoBvjQF/AKVwN+JyISQkBJmZmYiKiirrrhBRGeBpAjJoKgEcFkD/AoLAc/egKT8sNPX1KSQkBJIk4aOPPspXNnr0aEiShJCQEP02SkSkZwwDZNAENCMCRT2wENCUj87T1Nc3JycnbNmyBU+fPtWuy8nJwQ8//ABn59J5UiIAKJXKUts3EckLwwAZrFwB7FYXPiLworvQzCnQ96RCX19fODk5YdeuXdp1u3btgrOzs87TDPfv34+2bdvCzs4OlStXRvfu3ZGSkqKzr1u3bmHAgAGoVKkSrKys0LRpU5w9exYAMHPmTHh7e2Pt2rU6D7VJT09HUFAQrK2tYWtri379+uHu3bvafT7fbvXq1XBycoKlpSX69etX4BMLFy1aBEdHR1SuXBmjR49Gbm6utmzjxo1o2rQpbGxs4ODggIEDB+LePd13f/fu3XB3d4e5uTk6duyI9evXQ5IkZGZmauucPHkS7dq1g4WFBZycnBAaGors7Ox/8M4Tkb4wDJDBMpE0kwVLIkpottO3Dz74ABEREdrldevWYejQoTp1srOz8cknn+D8+fOIjo6GQqFAr169oFZrDiIrKwsdOnTA7du3sXv3bsTHx+Ozzz7TlgPA9evXsXPnTuzatQtxcXFQq9UICgrCw4cPcezYMRw6dAg3btxA//79ddq+fv06tm3bhp9//hn79+/HxYsXMWrUKJ06R44cQUpKCo4cOYL169cjMjISkZGR2vLc3FzMnj0b8fHxiIqKQlpams4pkNTUVLz77rvo2bMn4uPjMXLkSEydOlWnjZSUFAQGBqJPnz64dOkStm7dipMnT2LMmDH/6H0nIj0RRGXs6dOnIiEhQTx9+rTE2/ZQCmHzrPivd5T67fuQIUNEUFCQuHfvnjAzMxNpaWkiLS1NmJubi/v374ugoCAxZMiQAre9f/++ACAuX74shBBi9erVwsbGRjx48KDA+jNmzBAmJibi3r172nUHDx4URkZGIj09XbvuypUrAoCIjY3VbmdkZCRu3bqlrfPLL78IhUIhMjIytMdRq1YtkZeXp63Tt29f0b9//0KP/dy5cwKA+O9//yuEEGLixImiQYMGOnWmTp0qAIi//vpLCCHEsGHDxIgRI3TqnDhxQigUin/0v3958CqffyJ94cgAGTS7ktYvpasJ7O3t0a1bN0RGRiIiIgLdunVDlSpVdOokJydjwIABcHV1ha2tLWrXrg1AM8wPAHFxcfDx8UGlSpUKbadWrVqwt7fXLicmJsLJyQlOTk7adV5eXrCzs0NiYqJ2nbOzM2rUqKFdbtWqFdRqNZKSkrTr6tevDyMjI+2yo6OjzmmACxcuoEePHnB2doaNjQ06dOig0/+kpCQ0a9ZMp7/NmzfXWY6Pj0dkZCSsra21r4CAAKjVaqSmphZ63ERUunhpIRmsXKG5j0DUy2YP/k1PSbNdaZ0qeD7cvWLFinzlPXr0QK1atbBmzRpUr14darUaDRo00E4EtLCweGkbVlZW+u3035iYmOgsS5KkPUWRnZ2NgIAABAQEYNOmTbC3t0d6ejoCAgJKNJExKysLI0eORGhoaL6y0pxsSURFYxggg2UiaW4oVFVVvEmE1QD0UADGpTQ6EBgYCKVSCUmSEBAQoFP24MEDJCUlYc2aNWjXrh0AzUS6v2vUqBHWrl2Lhw8fFjk68Heenp64efMmbt68qR0dSEhIQGZmJry8vLT10tPT8eeff6J69eoAgDNnzkChUKBu3brFaufq1at48OABvvzyS20758+f16lTt25d7Nu3T2fduXPndJZ9fX2RkJAANze3YrVLRK8HTxOQQZOguaGQ0UvqGQFYYaypX1qMjIyQmJiIhIQEneF2AKhYsSIqV66Mf//737h+/Tp+/fVXfPLJJzp1BgwYAAcHB/Ts2RMxMTG4ceMGdu7cidOnTxfapr+/Pxo2bIjg4GD89ttviI2NxeDBg9GhQwc0bdpUW8/c3BxDhgxBfHw8Tpw4gdDQUPTr1w8ODg7FOjZnZ2eYmpri66+/xo0bN7B7927Mnj1bp87IkSNx9epVTJw4EdeuXcO2bdu0ExAlSfPOT5w4EadOncKYMWMQFxeH5ORk/PTTT5xASFTGGAbIoBlJgL8EbDXW/PIvSDVoyv2l0r8lsa2tLWxtbfOtVygU2LJlCy5cuIAGDRpg/PjxWLhwoU4dU1NTHDx4EFWrVkXXrl3RsGFDfPnll/mCxd9JkoSffvoJFStWRPv27eHv7w9XV1ds3bpVp56bmxt69+6Nrl274q233kKjRo3w7bffFvu47O3tERkZie3bt8PLywtffvklFi1apFPHxcUFO3bswK5du9CoUSOsXLlSezWBmZkZAM3ox7Fjx3Dt2jW0a9cOPj4+mD59unbEgojKhiSE4KNcqEzl5OQgNTVV59r5ktJ5NoEAMoVmsmBPSXNqQM7PJpg5cyaioqIQFxf32tueM2cOVq1ahZs3b772tg2FPj7/RK+KcwaoXHj+Rd9dAfT625d+rii9OQKU37fffotmzZqhcuXKiImJwcKFC3kKgMgAMAxQufLiVQKlcdUAFS45ORlffPEFHj58CGdnZ0yYMAGTJ08u624R0UvwNAGVOQ6Tkpzx809vAk4gJCIikjmGASIiIpljGCAiIpI5hgEiIiKZYxigckWIvCKXiYgoP15aSOWCEJqnFanUB6FSHwDwCEAFGCkCYKTQPCdAkl5202IiInniyAAZPCHUUIuTyMltj1zVeKjFfqjFaajFfuSqxiMntz3U4iSEUJd1Vw1O7dq1sXTpUu2yJEmIiooqs/4QUelgGCCDJoQKanECyrx/AfhPIbX+A2Xev6AWJ7QjCPoSEhICSZLw0Ucf5SsbPXo0JElCSEiI3toryZfxkSNH0LVrV1SuXBmWlpbw8vLChAkTcPv2bb31h4jKB4YBMnjKvCkAXvYlr4Iyb2qptO/k5IQtW7bg6dOn2nU5OTn44Ycf4OzsXCptvszq1avh7+8PBwcH7Ny5EwkJCVi1ahUePXqExYsXl0mfiOjNxTBABkuIvP+fH1DYiMCL7kOlPqj3SYW+vr5wcnLCrl27tOt27doFZ2dn+Pj46NTdv38/2rZtCzs7O1SuXBndu3dHSkqKtlypVGLMmDFwdHSEubk5atWqhXnz5gHQDNkDQK9evSBJknb5Rbdu3UJoaChCQ0Oxbt06+Pn5oXbt2mjfvj3Wrl2L6dOna+uePHkS7dq1g4WFBZycnBAaGors7Gw9vTNEZCgYBshgSZLx/4eB4lOLA5Ak/c+b/eCDDxAREaFdXrduHYYOHZqvXnZ2Nj755BOcP38e0dHRUCgU6NWrF9RqzXyG5cuXY/fu3di2bRuSkpKwadMm7Zf+uXPnAAARERHIyMjQLr9o+/btUCqV+Oyzzwost7OzAwCkpKQgMDAQffr0waVLl7B161acPHmSDxYikiFeTUAG7lGJagtRsvrFNWjQIEyePBl//PEHACAmJgZbtmzB0aNHder16dNHZ3ndunWwt7dHQkICGjRogPT0dLi7u6Nt27aQJAm1atXS1rW3tweg+TJ3cHAotC/JycmwtbWFo6NjkX2eN28egoODMW7cOACAu7s7li9fjg4dOmDlypW8Tz6RjHBkgAxchRLVlqSS1S8ue3t7dOvWDZGRkYiIiEC3bt1QpUqVfPWSk5MxYMAAuLq6wtbWVvurPz09HYBmQmJcXBzq1q2L0NBQHDx4sMR9EUJAkl7+uMb4+HhERkbC2tpa+woICIBarUZqamqJ2yUiw8WRATJYQuTBSBEAtWp/sbdRSAEQIq/UThU8H2JfsWJFgXV69OiBWrVqYc2aNahevTrUajUaNGgApVIJQDP/IDU1Fb/88gsOHz6Mfv36wd/fHzt27Ch2Pzw8PPDo0SNkZGQUOTqQlZWFkSNHIjQ0NF9ZWU18JKKywZEBMliSZPz/NxTK/wu8YPYwUrxVKkEAAAIDA6FUKpGbm4uAgIB85Q8ePEBSUhI+//xzdO7cGZ6envjrr7/y1bO1tUX//v2xZs0abN26FTt37sTDhw8BACYmJlCpir5y4t1334WpqSkWLFhQYHlmZiYATfBISEiAm5tbvpepqWkJj56IDBlHBsjgmRrP/f/7DBT1JWkEU+M5pdoPIyMjJCYmav9+UcWKFVG5cmX8+9//hqOjI9LT0zFp0iSdOkuWLIGjoyN8fHygUCiwfft2ODg4aCf91a5dG9HR0WjTpg3MzMxQsWLFfO04OTnhq6++wpgxY/D48WMMHjwYtWvXxq1bt7BhwwZYW1tj8eLFmDhxIlq2bIkxY8bgww8/hJWVFRISEnDo0CF88803+n+DiOiNxZEBMmiSZASF1A6mxisB2BdSyx6mxiuhkNqV+i2JbW1tYWtrW2CZQqHAli1bcOHCBTRo0ADjx4/HwoULderY2NhgwYIFaNq0KZo1a4a0tDTs27cPCoXm/6qLFy/GoUOH4OTklO+yxb8bNWoUDh48iNu3b6NXr16oV68ePvzwQ9ja2iIsLAwA0KhRIxw7dgzXrl1Du3bt4OPjg+nTp6N69ep6ejeIyFBIQghR1p0gecvJyUFqaipcXFz+8Qz2vz+bQC0OQIhHkKQKUEgBMFK8BYDPJqA3kz4+/0SviqcJqFx4/kVvpOgCY+lt7XrNZEGGACKiovA0AZUrL04OLK3JgkRE5QnDABERkcwxDBAREckcwwAREZHMMQwQERHJHMMAERGRzDEMUPmizit6mYiI8uF1V1Q+qFUABHBjL5DyM/DsEWBWAajTA3DtBkACFLzfABFRQTgyQIZPqIGbR4EN3sChEcCNn4HbxzX/PTRCs/7mUU090qvatWtj6dKlpdpGWloaJElCXFxcqbajL5GRkdpnSQDAzJkz4e3tXWb9ISoOhgEybGoVkH4E+OV94On9gus8va8pTz/y/yMI+hMSEgJJkvDll1/qrI+KioIkSXptS66cnJyQkZGBBg0alHpbjx8/xtSpU1GvXj2Ym5vDwcEB/v7+2LVrF3jndirPGAbIwAngyFhAvORLXqiAo+M09fXM3Nwc8+fPL/BxxKUtNzf3tbf5OimVShgZGcHBwQHGxqV7VjMzMxOtW7fGhg0bMHnyZPz22284fvw4+vfvj88++wyPHj0q1faJyhLDABkudZ5mjkBhIwIvenIPSN2n90mF/v7+cHBwwLx584qsd/LkSbRr1w4WFhZwcnJCaGgosrOzteWSJCEqKkpnGzs7O0RGRgL433D51q1b0aFDB5ibm2PTpk1Qq9WYNWsWatasCTMzM3h7e2P//v06+7l58yb69esHOzs7VKpUCUFBQUhLS9OWh4SEoGfPnli0aBEcHR1RuXJljB49Wids3Lt3Dz169ICFhQVcXFywadOmfMeYnp6OoKAgWFtbw9bWFv369cPdu3d16vz8889o1qwZzM3NUaVKFfTq1UtbVrt2bcyePRuDBw+Gra0tRowYke80wdGjRyFJEqKjo9G0aVNYWlqidevWSEpK0mnnp59+gq+vL8zNzeHq6orw8HDk5RX+v/2UKVOQlpaGs2fPYsiQIfDy8oKHhweGDx+OuLg4WFtbAwCePXuGsLAw1KhRA1ZWVmjRogWOHj1a6H6JDAHDABkuhbFmsmBJpPys2U6PjIyMMHfuXHz99de4detWwc2mpCAwMBB9+vTBpUuXsHXrVpw8eRJjxowpcXuTJk3C2LFjkZiYiICAACxbtgyLFy/GokWLcOnSJQQEBOCdd95BcnIyAM3oQUBAAGxsbHDixAnExMTA2toagYGBUCqV2v0eOXIEKSkpOHLkCNavX4/IyEhtEAE0geHmzZs4cuQIduzYgW+//Rb37t3TlqvVagQFBeHhw4c4duwYDh06hBs3bqB///7aOnv37kWvXr3QtWtXXLx4EdHR0WjevLnO8S1atAiNGzfGxYsXMW3atELfh6lTp2Lx4sU4f/48jI2N8cEHH2jLTpw4gcGDB2Ps2LFISEjA6tWrERkZiTlz5hS4L7VajS1btiA4OLjARzhbW1trRybGjBmD06dPY8uWLbh06RL69u2LwMBA7ftNZJAEURl7+vSpSEhIEE+fPi35xj+9K8S3VYv/2v2uXvs+ZMgQERQUJIQQomXLluKDDz4QQgjx448/ir//32vYsGFixIgROtueOHFCKBQK7XEDED/++KNOnQoVKoiIiAghhBCpqakCgFi6dKlOnerVq4s5c+borGvWrJkYNWqUEEKIjRs3irp16wq1Wq0tf/bsmbCwsBAHDhzQHketWrVEXl6etk7fvn1F//79hRBCJCUlCQAiNjZWW56YmCgAiK+++koIIcTBgweFkZGRSE9P19a5cuWKznatWrUSwcHBBb2VQgghatWqJXr27Kmz7vlxX7x4UQghxJEjRwQAcfjwYW2dvXv3CgDa97Jz585i7ty5OvvZuHGjcHR0LLDdu3fvCgBiyZIlhfZNCCH++OMPYWRkJG7fvq2zvnPnzmLy5MlCCCEiIiJEhQoVtGUzZswQjRs3LnSfr/T5J9ITXlpIhs2sQgnr25VKNwBg/vz56NSpE8LCwvKVxcfH49KlSzpD60IIqNVqpKamwtPTs9jtNG3aVPv348eP8eeff6JNmzY6ddq0aYP4+Hht29evX4eNjY1OnZycHKSkpGiX69evDyOj/11+6ejoiMuXLwMAEhMTYWxsjCZNmmjL69WrpzNrPjExEU5OTnByctKu8/Lygp2dHRITE9GsWTPExcVh+PDhxT6+ojRq1Einr4DmVIazszPi4+MRExOjMxKgUqmQk5ODJ0+ewNLSUmdfopiTAy9fvgyVSgUPDw+d9c+ePUPlypWLtQ+iNxHDABkudZ7mPgI3SnCqoE4PzXZ6PlUAAO3bt0dAQAAmT56MkJAQnbKsrCyMHDkSoaGh+bZzdnYGoJkz8OKXUkETBK2srErUr6ysLDRp0qTAc/z29vbav01MTHTKJEmCWq3fyzEtLCxeWqe4x/f3/j6/cuN5f7OyshAeHo7evXvn287c3DzfOnt7e9jZ2eHq1atFtpmVlQUjIyNcuHBBJzgB0M4pIDJEDANkuBTGmhsKWdgXbxKhZVXApWupBIHnvvzyS3h7e6Nu3bo66319fZGQkAA3N7dCt7W3t0dGRoZ2OTk5GU+ePCmyPVtbW1SvXh0xMTHo0KGDdn1MTIz2XLyvry+2bt2KqlWrwtbW9p8cFurVq4e8vDxcuHABzZo1AwAkJSUhMzNTW8fT0xM3b97EzZs3taMDCQkJyMzMhJeXFwDNr/no6GgMHTr0H/WjuHx9fZGUlFTk+/13CoUC7733HjZu3IgZM2bkmzeQlZUFc3Nz+Pj4QKVS4d69e2jXrl1pdJ2oTHACIRk4Cei4DJBecndByQjwW6qpX4oaNmyI4OBgLF++XGf9xIkTcerUKYwZMwZxcXFITk7GTz/9pDOBsFOnTvjmm29w8eJFnD9/Hh999FG+X+sF+fTTTzF//nxs3boVSUlJmDRpEuLi4jB27FgAQHBwMKpUqYKgoCCcOHECqampOHr0KEJDQwud8PiiunXrIjAwECNHjsTZs2dx4cIFfPjhhzq/9P39/bXH/9tvvyE2NhaDBw9Ghw4dtEP/M2bMwObNmzFjxgwkJibi8uXLmD9/frH6UBLTp0/Hhg0bEB4ejitXriAxMRFbtmzB559/Xug2c+bMgZOTE1q0aIENGzYgISEBycnJWLduHXx8fJCVlQUPDw8EBwdj8ODB2LVrF1JTUxEbG4t58+Zh7969ej8OoteFYYAMm8IIcO4IvL1R88u/IJZVNeXOHV/LLYlnzZqVb3i9UaNGOHbsGK5du4Z27drBx8cH06dP1/kFunjxYjg5OaFdu3YYOHAgwsLC8p3bLkhoaCg++eQTTJgwAQ0bNsT+/fuxe/duuLu7AwAsLS1x/PhxODs7o3fv3vD09MSwYcOQk5NTopGCiIgIVK9eHR06dEDv3r0xYsQIVK36v/dckiT89NNPqFixItq3bw9/f3+4urpi69at2jp+fn7Yvn07du/eDW9vb3Tq1AmxsbHF7kNxBQQEYM+ePTh48CCaNWuGli1b4quvvkKtWrUK3aZSpUo4c+YMBg0ahC+++AI+Pj5o164dNm/ejIULF6JChQra92Hw4MGYMGEC6tati549e+LcuXPa0z1EhkgSxZ05Q1RKcnJykJqaChcXlwLP5xbL82cTpO77/2cTZGomC9bpoTk1wGcT0BtKL59/olfEOQNUPjz/onfpCtR553/rS2myIBFRecLTBFS+vPjFzyBARPRSDANEREQyxzBAREQkcwwDREREMscwQEREJHMMA0RERDLHMEDlSp5aVeQyERHlx+uuqFxQ/f+XfkzaWZxMPYOsZ9mwNrNCW5eWaFu7BQDAiDcdIiIqEEcGyOCphRq/3b6EQZs/wrxfl+JE6hlc/PMyTqSewbxfl2LQ5o/w2+1LUAv9PoGvOCIjI3Ue8ytHkiQhKioKAJCWlgZJkhAXF1emfSIiXQwDZNBUahUu3IrHjIPz8dfTRwXW+evpI8w4OB8XbsVrRxD0JSQkBJIkQZIkmJqaws3NDbNmzUJeXp5e2ykrO3fuhJ+fHypUqABra2s0atQIs2bNwsOHD8u6a0SkRwwDZPCWHP/2pb/61UKNr46vLJX2AwMDkZGRgeTkZEyYMAEzZ87EwoULS6Wt12nq1Kno378/mjVrhl9++QW///47Fi9ejPj4eGzcuLGsu0dEesQwQAYrT63CybSzhY4IvOjh00zEpMXqfVKhmZkZHBwcUKtWLfzrX/+Cv78/du/eXWDdlJQUBAUFoVq1arC2tkazZs1w+PBhnTrffvst3N3dYW5ujmrVquHdd9/Vlvn5+eHjjz/GuHHjULFiRVSrVg1r1qxBdnY2hg4dChsbG7i5ueGXX37RbqNSqTBs2DC4uLjAwsICdevWxbJly4o8ptjYWMydOxeLFy/GwoUL0bp1a9SuXRtdunTBzp07MWTIEG3dn376Cb6+vjA3N4erqyvCw8PLzcgIkVwwDJDBMlYY4WTqmRJtcyL1DIxLeSKhhYUFlEplgWVZWVno2rUroqOjcfHiRQQGBqJHjx5IT08HAJw/fx6hoaGYNWsWkpKSsH//frRv315nH+vXr0eVKlUQGxuLjz/+GP/617/Qt29ftG7dGr/99hveeustvP/++3jy5AkAQK1Wo2bNmti+fTsSEhIwffp0TJkyBdu2bSv0GDZt2gRra2uMGjWqwPLn8yBOnDiBwYMHY+zYsUhISMDq1asRGRmJOXPmlPRtI6IyxDBABi3rWXbJ6iuzSqkngBAChw8fxoEDB9CpU6cC6zRu3BgjR45EgwYN4O7ujtmzZ6NOnTrakYT09HRYWVmhe/fuqFWrFnx8fBAaGppvH59//jnc3d0xefJkmJubo0qVKhg+fDjc3d0xffp0PHjwAJcuXQIAmJiYIDw8HE2bNoWLiwuCg4MxdOjQIsNAcnIyXF1dYWJiUuQxh4eHY9KkSRgyZAhcXV3RpUsXzJ49G6tXry7JW0dEZYyXFpJBszazKll9U2u992HPnj2wtrZGbm4u1Go1Bg4ciJkzZxZYNysrCzNnzsTevXuRkZGBvLw8PH36VDsy0KVLF9SqVQuurq4IDAxEYGAgevXqBUtLS+0+GjVqpP3byMgIlStXRsOGDbXrqlWrBgC4d++edt2KFSuwbt06pKen4+nTp1AqlfD29i70mIQQxTr2+Ph4xMTE6IwEqFQq5OTk4MmTJzr9JqI3F0cGyGDlqVVo69KyRNu0c2mp9zkDHTt2RFxcHJKTk/H06VOsX78eVlYFh5SwsDD8+OOPmDt3Lk6cOIG4uDg0bNhQe1rBxsYGv/32GzZv3gxHR0dMnz4djRs3RmZmpnYfL/5alyRJZ50kSQA0pwcAYMuWLQgLC8OwYcNw8OBBxMXFYejQoYWeygAADw8P3LhxA7m5uUUee1ZWFsLDwxEXF6d9Xb58GcnJyTA3Ny9yWyJ6czAMkMEyVhihbe0WqGhRoVj1K1nYoU3t5nqfM2BlZQU3Nzc4OzvD2LjowbaYmBiEhISgV69eaNiwIRwcHJCWlqZTx9jYGP7+/liwYAEuXbqEtLQ0/Prrr/+4fzExMWjdujVGjRoFHx8fuLm5ISUlpchtBg4ciKysLHz77bcFlj8PJ76+vkhKSoKbm1u+l0LBf16IDAVPE5DB+6T9KMw4OL/IywsVkgLj2//rNfaqYO7u7ti1axd69OgBSZIwbdo07S94QHPK4caNG2jfvj0qVqyIffv2Qa1Wo27duq/U5oYNG3DgwAG4uLhg48aNOHfuHFxcXArdpkWLFvjss88wYcIE3L59G7169UL16tVx/fp1rFq1Cm3btsXYsWMxffp0dO/eHc7Oznj33XehUCgQHx+P33//HV988cU/7jMRvV6M7mTQjBRGaFKzMcLfmohKFnYF1qlkYYfwtyaiSc3GZX5L4iVLlqBixYpo3bo1evTogYCAAPj6+mrL7ezssGvXLnTq1Amenp5YtWoVNm/ejPr16//jNkeOHInevXujf//+aNGiBR48eFDoVQJ/N3/+fPzwww84e/YsAgICUL9+fXzyySdo1KiR9tLCgIAA7NmzBwcPHkSzZs3QsmVLfPXVV6hVq9Y/7i8RvX6SKO5MIaJSkpOTg9TUVLi4uPzj88z/ezZBLE6knkGWMgvWptZo59ISbWo3B8BnE9CbSR+ff6JXxdMEVC48/6JvXbs52ru20q7PU6sYAoiIXoKnCahceXFyYGnfYIiIqDxgGCAiIpI5hgEiIiKZYxggIiKSOYYBIiIimWMYICIikjmGASpXhFoUuUxERPnxPgNULjz/0s+9KaC8qYZQApIpYOokwcRJU0dSSGXYQyKiNxdHBsjgCSGQe0fg0U8qZJ9SI/emQN5dgdybAtmn1Hj0kwq5d0SxH8tb3kmShKioqLLuxj8WGRkJOzu7su4GgPx9mTlzZpGPhiZ6UzEMkEETaoHcDIHs42qInELq5ADZx9XIzRB6P21w//59/Otf/4KzszPMzMzg4OCAgIAAxMTE6LWdf0KfX0x+fn6QJAlffvllvrJu3bpBkiTMnDlTL229Lo8fP8bUqVNRr149mJubw8HBAf7+/ti1axeDI8kOTxOQwXtyVg287N9uoalXIUi/dyTs06cPlEol1q9fD1dXV9y9exfR0dF48OCBXtt5Ezg5OSEyMhKTJk3Srrt9+zaio6Ph6OhYhj0ruczMTLRt2xaPHj3CF198gWbNmsHY2BjHjh3DZ599hk6dOr0xow9ErwNHBshgCbXmVEBhIwL56ucAubf0NzqQmZmJEydOYP78+ejYsSNq1aqF5s2bY/LkyXjnnXe09SRJwurVq9G9e3dYWlrC09MTp0+fxvXr1+Hn5wcrKyu0bt0aKSkpOvtfuXIl6tSpA1NTU9StWxcbN27UKU9PT0dQUBCsra1ha2uLfv364e7duwA0w9fh4eGIj4+HJEmQJAmRkZHabf/zn/+gV69esLS0hLu7O3bv3v3S4+3evTv+85//6Ix6rF+/Hm+99RaqVq2qU7egUxF2dnbaPiiVSowZMwaOjo4wNzdHrVq1MG/ePJ33duTIkahWrRrMzc3RoEED7Nmzp9C+/fTTT/D19YW5uTlcXV0RHh6OvLy8QutPmTIFaWlpOHv2LIYMGQIvLy94eHhg+PDhiIuLg7W1NQDg2bNnCAsLQ40aNWBlZYUWLVrg6NGjL32viAwNwwAZLEkhQXmzZF/synSht4mE1tbWsLa2RlRUFJ49e1Zk3dmzZ2Pw4MGIi4tDvXr1MHDgQIwcORKTJ0/G+fPnIYTAmDFjtPV//PFHjB07FhMmTMDvv/+OkSNHYujQoThy5AgAQK1WIygoCA8fPsSxY8dw6NAh3LhxA/379wcA9O/fHxMmTED9+vWRkZGBjIwMbRkAhIeHo1+/frh06RK6du2K4OBgPHz4sMhjMDU1RXBwMCIiIrTrIiMj8cEHH5T4vVu+fDl2796Nbdu2ISkpCZs2bULt2rW1x/b2228jJiYG33//PRISEvDll1/CyKjgUZ0TJ05g8ODBGDt2LBISErB69WpERkZizpw5BdZXq9XYsmULgoODUb169Xzl1tbWMDbWDJqOGTMGp0+fxpYtW3Dp0iX07dsXgYGBSE5OLvExE73RBFEZe/r0qUhISBBPnz4t8baPo/PEwx9yi/16/GueXvu+Y8cOUbFiRWFubi5at24tJk+eLOLj43XqABCff/65dvn06dMCgPjuu++06zZv3izMzc21y61btxbDhw/X2U/fvn1F165dhRBCHDx4UBgZGYn09HRt+ZUrVwQAERsbK4QQYsaMGaJx48b5+vxif7KysgQA8csvvxR6nB06dBBjx44VcXFxwsbGRmRlZYljx46JqlWritzcXNG4cWMxY8YMnTZ+/PFHnX1UqFBBRERECCGE+Pjjj0WnTp2EWq3O19aBAweEQqEQSUlJBfYlIiJCVKhQQbvcuXNnMXfuXJ06GzduFI6OjgVuf/fuXQFALFmypNDjFUKIP/74QxgZGYnbt2/rrO/cubOYPHlygX0p7D0vyqt8/on0hSMDZNAk0xLWN9Fv+3369MGff/6J3bt3IzAwEEePHoWvr6/OkDwANGrUSPt3tWrVAAANGzbUWZeTk4PHjx8DABITE9GmTRudfbRp0waJiYnacicnJzg5OWnLvby8YGdnp61TlL/3x8rKCra2trh3795Lt2vcuDHc3d2xY8cOrFu3Du+//772V3RJhISEIC4uDnXr1kVoaCgOHjyoLYuLi0PNmjXh4eFRrH3Fx8dj1qxZ2pEaa2trDB8+HBkZGXjy5Em++qKYkwMvX74MlUoFDw8PnX0fO3Ys3ykdIkPHCYRksIRawNRJQm4JThWYOksQav2dKgAAc3NzdOnSBV26dMG0adPw4YcfYsaMGQgJCdHWMTH5XwqRJKnQdWq1Wm/9Ksrf237efnHb/uCDD7BixQokJCQgNja2wDqSJOX70s3NzdX+7evri9TUVPzyyy84fPgw+vXrB39/f+zYsQMWFhYlOpasrCyEh4ejd+/e+crMzc3zrbO3t4ednR2uXr360v0aGRnhwoUL+U5RPJ9TQFRecGSADJakkGDiJEHK/+99wfXNAZOaUqnffMjLywvZ2dmvtA9PT898lyfGxMTAy8tLW37z5k3cvHlTW56QkIDMzExtHVNTU6hUqlfqR0EGDhyIy5cvo0GDBtq2XmRvb4+MjAztcnJycr5f6ba2tujfvz/WrFmDrVu3YufOnXj48CEaNWqEW7du4dq1a8Xqj6+vL5KSkuDm5pbvpVDk/ydOoVDgvffew6ZNm/Dnn3/mK8/KykJeXh58fHygUqlw7969fPt1cHAoVt+IDAVHBsjgWbZQIPv4Sy4vlDT19OnBgwfo27cvPvjgAzRq1Ag2NjY4f/48FixYgKCgoFfa96effop+/frBx8cH/v7++Pnnn7Fr1y4cPnwYAODv74+GDRsiODgYS5cuRV5eHkaNGoUOHTqgadOmAIDatWsjNTVVO+xuY2MDMzOzVz7uihUrIiMjI9/owt916tQJ33zzDVq1agWVSoWJEyfq1F+yZAkcHR3h4+MDhUKB7du3w8HBAXZ2dujQoQPat2+PPn36YMmSJXBzc8PVq1chSRICAwPztTV9+nR0794dzs7OePfdd6FQKBAfH4/ff/8dX3zxRYH9mzNnDo4ePYoWLVpgzpw5aNq0KUxMTHDixAnMmzcP586dg4eHB4KDgzF48GAsXrwYPj4+uH//PqKjo9GoUSN069btld9LojcFRwbIoEkKCSaOEqzaKwodIZDMAav2Cpg46ndUwNraGi1atMBXX32F9u3bo0GDBpg2bRqGDx+Ob7755pX23bNnTyxbtgyLFi1C/fr1sXr1akRERMDPzw+AZhj+p59+QsWKFdG+fXv4+/vD1dUVW7du1e6jT58+CAwMRMeOHWFvb4/Nmze/Up/+zs7ODlZWVoWWL168GE5OTmjXrh0GDhyIsLAwWFpaasttbGywYMECNG3aFM2aNUNaWhr27dun/SW/c+dONGvWDAMGDICXlxc+++yzQkc5AgICsGfPHhw8eBDNmjVDy5Yt8dVXX6FWrVqF9q9SpUo4c+YMBg0ahC+++AI+Pj5o164dNm/ejIULF6JChQoAgIiICAwePBgTJkxA3bp10bNnT5w7dw7Ozs7/5G0jemNJorizaYhKSU5ODlJTU+Hi4lLgOd7i0D6b4JaAMl1A5GomC5o6SzCpqQkAfDYBvYn08fknelU8TUDlwvMvepOagKnz/wa89D1ZkIioPOJpAipXXvziZxAgIno5hgEiIiKZYxggIiKSOYYBIiIimWMYICIikjmGASIiIpljGKByRbxwY5oXl4mIKD/eZ4DKBaHSPGQnKzYR2WevQJ39FAorC1i1qA/r5pr750tGzL5ERAVhGCCDJ9QCTy5fx/1VUVA9ytIpyz57BQ8qWMP+o56wbOReru47EBISgszMTERFRQEA/Pz84O3tjaVLl5Zpv4jI8PCnEhk0oVLjyaVk3Fn4Q74g8JzqURbuLPwBTy4la0cQ9EGSpCJfM2fOLHTb69evY+jQoahZsybMzMzg4uKCAQMG4Pz583rrHxFRcTEMkMG7vyoKUL/kS16txv3VUXptNyMjQ/taunQpbG1tddaFhYUVuN358+fRpEkTXLt2DatXr0ZCQgJ+/PFH1KtXDxMmTNBrH4mIioOnCchgCZUKWbGJhY4IvEiVmYXscwmwauYJycjoldv/+zPtK1SoAEmSXvqceyEEQkJC4O7ujhMnTmif0gcA3t7eGDt2rHb55s2bmDBhAg4ePAiFQoF27dph2bJlqF279iv3nYjo7zgyQAZLMjJC9tkrJdom6+wVvQSBfyouLg5XrlzBhAkTdILAc3Z2dgCA3NxcBAQEwMbGBidOnEBMTAysra0RGBgIpVL5mntNROUdRwbIoKmzn5awfk4p9aR4kpOTAQD16tUrst7WrVuhVquxdu1aSJJm0mNERATs7Oxw9OhRvPXWW6XeVyKSD4YBMmgKK4sS1i/b58ULIYpVLz4+HtevX4eNjY3O+pycHKSkpJRG14hIxhgGyGAJlQpWLeqX6FSBdYv6ECpVmZ0q8PDwAABcvXoVPj4+hdbLyspCkyZNsGnTpnxl9vb2pdY/IpInzhkggyUZGcG6uReMKlgXq76RnTWsmnmV6ZwBb29veHl5YfHixVAXcAVEZmYmAMDX1xfJycmoWrUq3NzcdF4VKlR4zb0movKOYYAMnv1HPYECJuPpUChgP7Ln6+hOkSRJQkREBK5du4Z27dph3759uHHjBi5duoQ5c+YgKCgIABAcHIwqVaogKCgIJ06cQGpqKo4ePYrQ0FDcunWrjI+CiMobhgEyaJKRApaN3OHw6UAY2RU8QmBkZw2HTwdq7kD4BtySuHnz5jh//jzc3NwwfPhweHp64p133sGVK1e0dw+0tLTE8ePH4ezsjN69e8PT0xPDhg1DTk4ObG1ty/YAiKjckURxZzQRlZKcnBykpqbCxcUF5ub/bILf8zsLZp9LQNbZK1Bn50BhZQ7rFvVh1YzPJqA3lz4+/0SvihMIqVx4/kVv1cwT1i0baNdrJgsyBBARFYX/SlK58uLkwLKcLEhEZCgYBoiIiGSOYYCIiEjmGAbojVHQdfdE5R0/9/Qm4ARCKnOmpqZQKBT4888/YW9vD1NTU+39+InKKyEElEol7t+/D4VCAVNT07LuEskYLy2kN4JSqURGRgaePHlS1l0heq0sLS3h6OjIMEBlimGA3hhCCOTl5UGlUpV1V4heCyMjIxgbG3MkjMocwwAREZHMcQIhERGRzDEMEBERyRzDABERkcwxDBAREckcwwAREZHMMQwQERHJHMMAERGRzDEMEBERyRzDABERkcwxDBAREckcwwAREZHMMQwQERHJHMMAERGRzDEMEBERyRzDABERkcwxDBAREckcwwAREZHMMQwQERHJHMMAERGRzDEMEBERyRzDABERkcwxDBAREckcwwAREZHMMQwQERHJHMMAERGRzDEMEBERyRzDABERkcwxDBAREckcwwAREZHMMQwQERHJHMMAERGRzDEMEBERyRzDABERkcwxDBAREckcwwAREZHMMQwQERHJHMMAERGRzDEMEBERyRzDABERkcwxDBAREckcwwAREZHMMQwQERHJHMMAERGRzDEMEBERyRzDABERkcwxDBAREckcwwAREZHMMQwQERHJHMMAERGRzDEMEBERyRzDABERkcwxDBAREckcwwAREZHMMQwQERHJHMMAERGRzDEMEBERyRzDABERkcwxDBAREckcwwAREZHMMQwQERHJHMMAERGRzDEMEBERyRzDABERkcwxDBAREckcwwAREZHMMQwQERHJHMMAERGRzDEMEBERyRzDABERkcwxDBAREckcwwAREZHMMQwQERHJHMMAERGRzDEMEBERyRzDABERkcz9Hxk0nzkU3DjQAAAAAElFTkSuQmCC",
      "text/plain": [
       "Figure size 640x480 with 1 Axes"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "os.environ[\"PATH\"] += os.pathsep + '/PROJ2/FLOAT/jinwen/apps/miniconda3/envs/COMMOT/bin'\n",
    "#print(\"total_network\")\n",
    "ct.pl.plot_cluster_communication_network(a_dis500, uns_names=['commot_cluster'+'-'+cluster_name+'-'+lr_database+'-total-total'],\n",
    "    nx_node_pos=None, nx_bg_pos=False, p_value_cutoff = 5e-2, filename='total-total_cluster.png', nx_node_cmap='Light24')\n",
    "display(Image.open(\"./total-total_cluster.png\"))\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e89abe9b-e3a9-4265-a9bb-7aa706fa30e8",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "```{note}\n",
    "细胞通讯网络图中展示细胞类型互作情况。每一种颜色代表着一种细胞类型；线条从一个细胞类型指向自己或者其他的细胞类型，代表着互作的情况。\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d151e557-4975-4557-aeaa-9a7af0808901",
   "metadata": {},
   "source": [
    "## 结果文件\n",
    "\n",
    "- sender_receiver_signature.png/pdf 受配体信号共表达图\n",
    "\n",
    "- *_signature_stream.png/pdf 细胞类型互作信号流图\n",
    "\n",
    "- *_cluster.png/pdf 细胞类型互作网络图\n",
    "\n",
    "- *_chord_plot.png/pdf 细胞类型互作和弦图\n",
    "结果目录：目录下包括此项分析所涉及的所有图片以及表格等结果文件"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "5b6cc815-9824-44f6-8bc7-589fdfa8cb8e",
   "metadata": {},
   "source": [
    "## 文献案例解析\n",
    "\n",
    "* **文献一：**\n",
    "文献《Single-cell and spatial transcriptome analyses reveal tertiary lymphoid structures linked to tumour progression and immunotherapy response in nasopharyngeal carcinoma》前文通过细胞通讯发现 CXCL13+ CAFs  B cells  \n",
    "\n",
    "## 参考资料\n",
    "\n",
    "[1] Cang Z, Zhao Y, Almet A A et al. Screening cell–cell communication in spatial transcriptomics via collective optimal transport[J]. Nat Methods, 2023, 20: 218–228.\n",
    "\n",
    "[2] Takano Y, Suzuki J, Nomura K et al. Spatially resolved gene expression profiling of tumor microenvironment reveals key steps of lung adenocarcinoma development[J]. Nat Commun, 2024, 15: 10637."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "commot",
   "language": "python",
   "name": "commot"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.16"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
