{ "cells": [ { "cell_type": "code", "execution_count": 26, "id": "1a8ddfeb-0bb3-4398-aacd-e83b5ed42065", "metadata": {}, "outputs": [], "source": [ "import scomv\n", "import stlearn as st\n", "import matplotlib.pyplot as plt\n", "import matplotlib.patches as mpatches\n", "import cv2\n", "import pandas as pd\n", "import numpy as np\n", "import anndata\n", "import scanpy as sc\n", "import seaborn as sns\n", "from adjustText import adjust_text\n", "from scipy.cluster.hierarchy import linkage, dendrogram, ClusterNode, to_tree" ] }, { "cell_type": "code", "execution_count": 25, "id": "df570c67-f885-4016-9f40-b7e280ecc4bf", "metadata": {}, "outputs": [], "source": [ "# Download tutorial dataset\n", "#!mkdir tutorial_data\n", "#!wget -P tutorial_data/ https://raw.githubusercontent.com/RyosukeNomural/SpatialCompassV/main/docs/tutorials/tutorial_data/xenium_data/cell_feature_matrix.h5\n", "#!wget -P tutorial_data/ https://raw.githubusercontent.com/RyosukeNomural/SpatialCompassV/main/docs/tutorials/tutorial_data/xenium_data/cells.csv.gz" ] }, { "cell_type": "code", "execution_count": 27, "id": "32d550cc-bec8-4fd4-b262-ad7317c69619", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warning: Using default pixel size of 0.2125 microns. Consider providing experiment_xenium_file for accurate pixel size.\n" ] } ], "source": [ "# Load Xenium data using stlearn\n", "adata = st.ReadXenium(\n", " feature_cell_matrix_file=\"tutorial_data/cell_feature_matrix.h5\",\n", " cell_summary_file=\"tutorial_data/cells.csv.gz\",\n", " library_id=\"example data\",\n", " image_path=None,\n", " scale=1,\n", " spot_diameter_fullres=10\n", ")" ] }, { "cell_type": "code", "execution_count": 28, "id": "df948da7-ff01-4d3f-9ac1-ef87a845c1e4", "metadata": {}, "outputs": [], "source": [ "# Gridding at 10μm interval using stlearn\n", "N_COL = int((adata.obs.imagecol.max() - adata.obs.imagecol.min()) / 10)\n", "N_ROW = int((adata.obs.imagerow.max() - adata.obs.imagerow.min()) / 10)\n", "grid = st.tl.cci.grid(adata, n_row=N_ROW, n_col=N_COL, n_cpus=10, verbose=False)" ] }, { "cell_type": "code", "execution_count": 29, "id": "4366fc9f-3a0a-49a5-81ea-1e1c0bc8970f", "metadata": {}, "outputs": [], "source": [ "from scomv.preparation.skny_calc_distance import calculate_distance" ] }, { "cell_type": "code", "execution_count": 30, "id": "781598ac-97cf-497c-9b49-bc3394bb8835", "metadata": {}, "outputs": [], "source": [ "## apply SKNY\n", "grid = calculate_distance(\n", " grid, pos_marker_ls=['CDH1',\"EPCAM\"],\n", ")" ] }, { "cell_type": "code", "execution_count": 31, "id": "4598b7ca-d6fb-4695-953f-88e0bda2bc70", "metadata": {}, "outputs": [ { "data": { "image/png": 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W5d23w2Djud9lkpCzv45tjnMuda88V/drkf4aVFLmZZvlb7m2HBtlm6onepe059vnaEvTmv4wTzbShFr5UN1CuCShCaHiejfgKTceH+6HpsM4UgPyKrye3BzpNColBlePpjyDN9+Mb277qojnlfXbW3E7MgxZawnFNyLj67j+3tnmOdme7+SNg7nG29jhFbZCSjfzi5OsG2YQoz2yhXqGWQAtZbbg6VTrV4T61tT+pwdPHG8qPTlyHgJN6Kn0btdQHMtKv1eNF0cba8ur9b6r9QxUOjVPzfmbNNCIHWbJtlrm1+F1HH8Gj0OXUQZgFXIe1WD81iGXtPDPy5P/HeB2ZusglcZdifaWjsvv55+JjHCgGbJ1qwpLwisAAAAAAAD4PGPCnp8Mi/24tc+7rrNq/Wev5UXZNPQyRKGh09c1boPC9KOO2Pe0zP3vj+UhOg+Pz10JlW+2sh/lKlbKrXD/ylDXJJRYeCMvoeh70AeJ9Lj//T7kVVwiTK/5+jo9gsk5l/aX/TmpXW4sj30Q16MivKr2PYMWt+RAiO6BluqaQ/8BVkBZGhJCJsDrAZlrP/8ALIIVmTdSKB7wLImfobfnFNL6qFUHGTzvdIU9h7DZEY5vU0pzcT+T6po5Dm8LbxhxoxuhlN4wz9tDnjJGAAsrrFntPiVkukYQsRSPUtizKtRY13dPjzOzBnrLsPrjb4PMWui67ppSlztmVz+6cM19nQ8zLUzdc0xoOG40Voi99s7rlrD+noQ6NYcma+VL9/TbnoXwexjzkszifJfwXLu8Z7jSAZCjJI9ePsypZxRSNhzG6D5SHDchtIc9d3t+Ty/V35fYg3ViCdUrTFKaZWJ2nZFHT9Y9ivi1NlMZVMnTgnkL3jafc4vRV0UF1LDMh6AYOKzrYXj2rGNqEsgV555MIedPUmlQFOVyQ5TCt+izozxPNZYCmsx9hc6LHwDe+btJ8RXzTUs5xXqSdTh6O+Q4Pveznh1OWoXyWqV33/8dlLun47JHJeUDuJunvEY9ESLe+RdgBm+b909Z70YlyK0nKseNalq35/ff33BKhaqCboU8Pj04hALqeu/V6EG9R4JUg1cxJutBXJX9Kkiq/V+wgLnH0sgb3KlMZMdRTTsGeA3jqlWlvGiqy7en+p62jE+Z/rIuobstHf14lukow1Lik7lvknU3ey0GG95KXqG430wvfrSzmdjmRu9TCXkNo//0fbMbAG5kz34dRmH6mcYSsiV8E/G8ls+kN3l+j/tkSpSo0fbmqFTZ739/HvP8ykZnHEzrEXsbnhSq/jwillLt9RC/csLPKf7RtiGXRt48vUaM6NiZXvy4vtZ6pKJ7nPs57sK13FimtzzDKwy1XD/sQbnGjQ+T5IFWey0arlvPnFQ7F3jqisOj5L6lYy/XQniT5AM45/ldRfG94BhTydT2Eq8AfBCn4a73Vktkw108fwbU4akXYBjKvTP7maQO5V7ZIP4y0fKl3efN/bVdn5txFFYLZHsGAAAAAACAzzM27Pm6+YrwLg23znlDSAuhqqX3Wh7H3Wpd/ILn1/J0DAoDLZ67FYKRfOikIhRY9Z5GVq1SAqqqzMjS41baP/kQruHooq3JsRWh3LI9rdfSIhsaLfo77vdiKJNxLRLLarRvcp5Km2S7vCTRE4U+tOo2yz/+OPvfCuZI+qtybD7NZcyE9vYOn3sAvBj3/2VMNkbJXMqqDGUcwdJyELwbZ9TE9cMz7TibIQWNjBwe4l0G62dn9Zq8VCEvpufdNoMMedVRUrUiQE4LK44m8Wz/eYW9+CJNmJhHYJ7nGyZ85UJpCmAuLLA33OMSgnH85jWeOCpxjRtDcN6i+0U7Jm6m956qvfesyShJbNdzcwwI+xw5p5zheNp5n3904jnOPK843O+v3bmmH0q4Nxz5DAGq7FOZZTu/s3/fo8+0V2vVhkzXMnsJy6XsDu33Mve8Ye6GT5PMc95nmcEers/V7le8CVZa/w8/gvOZthRO2VY12o8imkt6+6rFMaAxRPnVGqMJOMM71zsx13qKci6Z8Jxl8ZWegvjGU11c+jHdylWmHnUdQvzb4P69CAGiPnXfoAgKYgybCYEK5V/2fWrSPk9Sb6fWX95rYjnL47Vmnn402yO8fiH868fsOuh4zHkMFs62HYVWD9l4oBhCrpzXm8aKbNik8Tbj3aOeh+wM4xPAEyTz3GDj/xPvBwYYzk3PtISMEpt7xrhk24fuTVOX0uS//Wrf74m6CmGU59cpzM1yo0+j0/I5sh2vRXgLS8pB/DHJQiw8a7s4ZoT39ixnggJc1YaGOuJ7rHXcJs7LAX2q4UmQFFN6Tc9Fl4sV1C01uvUkWzkU3E1sG0Vs4Mpdw2GGxOhJ0mIYsB66iQFj8hxmhav3llnC8wBG8YXlsIyBId0u55qh47lDxuK+gtWY4hgT8oqVOHJ5vPe6ZoiPt0UTU5WTQEDCKwAAAAAAAPg83QmvShEA00J1NeuAVk+DVVE6HIt1iPrUgn6dP2uVFRpa8nApjt/8MZ6+z3gAuyx4Do9dbkwedccJpor7Xz5cK/GO/0s50bEt91X2vh8YTaF5fN1UtEOud770yW7c9spE4rnupTZOW3YxMcol7pNZVmo1UZmIAhjupe8MD512LQG8lJ5XmeU3JVzy36B5Z5qsCZDjLpk/jsYwnmXyebekPmIpiY0y0mPv+ZUNaV2rN6R6ra5NaVPId3DpNzMsNhaM4Up8I0YdZGXJTYbR3/FS6ehuU9BDai9hmwMuqHwwe8I/YmXOWpMp19knSalyZRv3qjRQJGPe0fYkRGcwSX82FhKHQOeyPWfn147QPVcz5XV54QSThCzNqEOb5yfUh5ANn6IiHLF7oZ1S5qjiZj9zAFTuGmtbfmwnCvGq94GzTTl9YEgzejy/29MZDCw3oNPr19OhiRJmKHfwh8dTqI32xMpT5z2tRrE+VQm7NZ46o09qPK3Jq7kK+8d1ZL2lmX6Q1TVdh1W8ZYrye6knOK6Rx/Or1RfSz6VrOFX5najAr0Cv5ze5Rg5LtdaG86AtiIsP8BAl728YIC8dHxRjc/wcGmGwequRECBLTg6Md3uboXxP5UpT+x3k+X238hujdV7yxT6mBXVCX6hLlqN042oPxSA/BJfQ2X3jW20plVm6iTP7F+vwKkNer3JuzBb62PTAS8+A81xKion7nq4hZ3yIP8TXNPYOR/1XfCewUreu/dptu+VhJowBl58W1YzVB3+nopvUcf4JTUrvpZwQXXKeF7AC+/Wen7Y0IXQYPQttS16vqVUO8GZyRipNDnnTmG/UoVpVWBJeAQAAAAAAwOcZ8qqj1bh4lDrDynKWyl18eJOR5RGUtUWnJ0TpZNM5+fdl6muoogq1NeO541rWChe9hYM9gRcLYWV7k3oji/txTYpFibFQem9x882VuXYtY0d7521T05T+exwxxrwG1ZxHxopcGsnstb5DLejR3AWwBDcud5jl9dV+8wQgAbwKRYa22EO//nMrpUg5z34VfFL5jekZAIfQU3rH6GdRta1ORH9a1oWjqiUi62vbULO/HF97es5ahmw1YVUjp+5bGOemIhobf+T1zRHtaw01LfzWTYNQ16LoWELXkg8ey9AxQQCWfdlirOoJvR69jvC/gvr6qdtoAjCR7NKTgUsJ4meJaTSLfjtDmQcvZ4APkxViXowlY+1XuelTTLhu9635LdVyCPOd6zSL411Zx2fub6yFzJ3K6+LsLXKexhFCvRTCaxTtwpq7V10DwxOurZ2VgnNWMZylzFw+lOtxX4tcP9RSGh8ZASppb2c/do3FGcYnwzPvtlcofaduSz4EfU6Jxvnw8WoJ1g3rGs1pqkc5jwsGeJIbvb+XcV+QM4piY24uN0PH4NMozxNVB/gyPzTu10545ZnEkg+NeK09OUW51IaMsJZ7hcwriM7NOpVEeK49v125N2vKKHgLl+7vTGjWweZ48BfHaYcwI8eweq2cCkut8rupAyx/nGOTC7OtTyrAo5FGhkpPikdxjM+39K5qKQgHY79Wet7zq3mOvd5k937nH4CHqVA2mwxIwhAW/Zfum/vNaXDi3voxckpvg3xZPM4z9hl/0yHhFQAAAAAAAIDB/DW/Tq/J6ezpdddr8XxO75DbUvi3j7ZeUQ2zGxEmfAfSI/u3tmC/7nL5PwRj/cFZSLHK+q6J+n+Il+gBT33Jql3s0lIbN318uhAX5ejnXXwfzXH/u8fEwHaU7n1tWvF6P/YQyknFOu6hXnJeFonrdVTx2LHihaPNM+ZH7drUGogtb6874OmuOFKAETieGbVjunlZQGZSspYyJNtlGW+QwaANRRZo8vzLyCiHPvLgoxs6WCbh1bQQFWdIXVP9TiXMJfw+jVQ6tn//Fx+IxvYksVXm+BFZuVsmOvlxE9uvFcxnqMDsGJ9KJFpxvM6S6Q+FstjVpXu5ISTPW9cW92lF+bHhQFtA+tiQ+2tPjaHEDOmNz8sInc8X/Pff/m8sePpY2682TDmHLKtUzhJJ+gAmULt0oPee69n/kiMjno+4P79DfE33fx+vHwYUjxHlPm66T+ev+TUE7+RITQpXd2zA4SHqUr4rPFDLrkORFq/zTygqGx6S85ZKhfzdQ6ywN6zpuCg0UUNy2SeHofX3tXkqzRO7xzKa2ad1lnD3m2fCGzAOc+T6Q+33xvYUnKF2e3pxjoHov2bPTY03WTYh/vKE97Q3o2z12uLzD8AiVMg0OSyD0VADZU17zj/wKVplQaOcHLnnt/Ucgwoqld9WFfYWz68UBooDtFZyGkCX93Ere3+XptR2p4e7i4ZrPmSyC+IBbLTBHB+tLrtozMhzyPVzYonUtGat/si7Z7ZTGcd7XO5MjuufqSvXfO98OfNUvErP7fNERklPxrW410shhtY5157jbn7R6z93fe2kC/A+7vL8joZXJH2fIbqmkJOsZ6ZZPwpvPzf1IQmvAAAAAAAA4PPc+qojV8jmiHBYpe4Sr6lnNJl2q22tOc/shrryinV5+7SzvpLjtykEW9u/oZ+zIbrHPpHHLtum9KOrDXU/XuusDpNtdP2aznrHWD/3034b6F3Qlh34DhK0zkuTI1mMpl73KfTnqt4c91rl5APAQgyeA1a4X5eTv2AsrdGbmfJeKdf/EEuHPYcQ9PffxmRC8/oqVsI9jf2aeXPIc4Eku6kjxNs1Ecy63pPJGgouHwoFiDDTWnJ6URIaHR3gslc5Q7CfEt7V8eVtg2eJgiNMWP3No/B0CIClw7zLNlrbUHPccY1q1s/LpFvFLNrid+09osbXx0FYguVxhIDW8Lji+zcfLZ98FNoZfU1HybuwHPcov8JTogppf/tMGUOjCzUEqymWzdGWrBWqbjAW5Po2Wbcof7wUpGwb0Y5YG/V0Wk6j3IPaTi1jZTwxS4Xjovu2Xkxj8h8+4XuU0gk0KfANY0gzOmhrV5P2VPTJeR9EbfQo6aOvZewdN3fICKCt8+ilD0W51tiS/T1i/q59HRTAsjgNoW9gZPb/EAL38K+gONAeFMthEF1hzyFsfsFpV+aNVUePJpgNtIDWekYvu05Q5IsepfSQ6++KsGoKeZYiJTZUv09QFiQUwE6dt68tB96+dpy/qmBkFB6rXfueuVZBL2/avesZGyPqLp3T4KgENeHf5UPQ55y/7TXtqFWea8ZqzauHjonLNY7/VTmEuP648NhIeVY46ZonbUo+ALyQlyvAIXTeiyi/EALa70IsH/b8CqTCNFDhvaAJZ0YbLu0Z2YYKrbDl3LU+1MpShe+c58QQqC9er6D0WYVn0cpOfoSAF8Mxj7Yo0Q1aCL681pvSBrOOs4E2plN6F064XdUZ5mLcYysoC0IvasbMdF8SpJ4QNDNKYCnDs9xPi1xI3sdbaE7LK1HOdlrzt7xvokG/Zepq9RIvbegFqMHwgk2s7vKl13vbfS9yH0MIjIMPQLZnAAAAAAAA+DzdYc///oayNUQJRe2yoIwMPXjAy5INfwxpe9Rwvl4az7v3JfXFMeP10v798Xpr3OVeXKL+42S7XIiyWxILybI8ofJHyPMlHNQRrjrUk1UINy3WlfN+V4YSa+H3uf1biMPVE8evEaZbXXZMbdjz5PBfsx0DvDrZ8o2N8h6I22PG4Gf6yDwMTwF8lY45o3hbNM6JmzLHnsVxLwJ8hneEPR+hZX+TUhK6WQoDjBklKCkTd06xGymkXUKDj/ONzjsJkd2VPnuIbpNJqe0ivEq7PqeWN1hoTsKeRT1bQQguZjYv0DW+tuBLbrVfFbFos9n2FUKRTZR5pNZOlFxHj2IefahKdCTDBx/q03M+aTDwHNTOiVryL9N4NdnIZt6qlYMnrieZt0vGmxXvJwAvkVzXeuxw/u6rTT4LuNcAICyw5jdWAC+yYEnBm6D0PMVFAI1Rzv2S3fchJVjLUluDW4EXhoDjkMu7agsKsGZgkLqz3F9dl7jLDUF96J/7DrgmQsdWf1PrcXhKd/Hd1ZYZ46wkOBXOxVJYzUMtr6/hsrMMYHE5zVlQC2O/O7vqQI91tprKSsw+jX4/vz40x1/mqBD0SWOPftqUfQF+iZnjXj7z/+rzvgGiSTEHgM8yRPlVPZiZHbV5aLjwOKC4871wHd5eT8RmbYFDJ/IGITt+9+9dNgjNcmsl1jGPF+NPU+iOMWy9n3QPxnjvtH7n2pa8zkhptwtNWXSM7Vss5iPL1ywa6cd0n8xx2r4lBU17NZWbynsyuUY1x3d4fS/FdHhp5Zyi3ZfeYuMxrd6rnvEgfrvcn4PnXwBwoBgdc7iN7ADwc5DwCgAAAAAAAD7P0LBnM3z378eVI08u3oach7riJEoes2YP7mgrpuJ5LBJZVKuPDYZHJkO8znaPtlW9AuWvKm3N4WU/w+tret0HhzxqYZQ1nq9L2GjIR2HH55o77zeQa+vFixeNmy5PeolB4e/uqpwezeTYQROz9XowD+o1uezQFwauRX542nQenzkIDxPAZDbl458n2JIDuBUBwOLxNb8m2oLHkbNZEv85rmi3QL3S7GytX7V2VRS+ViXYqwCPMKBIJUHGbZu6rQhvTnaeOJ5iPEaD45Q25bpot9UXGKqkF8Zxj6LZW3cIdnR2Y8R987HZMivXQ8zM9HzWUbu/44DsXF86fqX5H+Al7OKDaTTj/gIAgyGvOlK3ZoSBokygWPKGe6Ameajf5CkrYvRF8Rwb+rBUpvZKEs0bXItHRq89364xsOvrm2U9Vh3mq1uOPy3erxs9mCqZe/WkYTyW+riVzfyS1nXZx1F3rs3eSAh1LfLI81YMROp9GyqiDQa0L6mnpr9C5TPJey3VLwCg0iqTAMAnWepVR71hYHd4AfSKv+cR66Iz1LCG0pjRsvGe4b0d7fQck/VOK/W6vNk5t7r2m6hHC+NsefYXFYAWxXdktMYuxkZc5mLCjjviQ143r1HQKvsY/94bYJYxI3Yj/41jdSjvobj0YCUu4dya4aC13OgzYdMADrZQXnoEAFCAhFcAAAAAAADweaat+fWsTXyUirC6msRKvV7vN1A8xy3vzbL6szhmNA9vFJZ7HlIZ2nsrpbZFv2trdeMQzKphlvHE5dZ9urzY8gB3o/zHur1k0kNcExEgx1Hw3/e1YXfSi58tV/1yLaBmrKv3r3JvWWuLzTaKsZsNKMj8eBlzjfeyt+0hlOf3yz23Oy4zEUQA8/ioXAUA9zFlza+1V49AoIW9NjQlxSFceYSjbLbBN0/WBUGueI4ZJTdHtlzjmiXHDBJCE8VmVz/mjxEH1LTLirRUz7/y3D3HVCl2rcqvoczX3vKJ8pa5d7XrmvSpw/BVvd7McW2q5o647yJFrbrt5g2V1lM83poTxTxeur4t9+/sNcOeOa9ZWX/zswIAAOBGWlXYW5TfmdSus7NcArMs9a9PxFCjRKlf2su8FOVcb3vuWuv1q6nbOWbUPnEK/mZ5GWXNUmRjhcPc3ygzu6/GfvVUtyiFasI7Uc6IvADW+Sc7lbzsHYq+WZSzr6P//jtMKL/HZ4sWxT0tQN/PNY4qDA5u+6diPRliBDsakOsv73wprg3KLwAAQB1LJbwqYQnj04iF1z35qUjt+2TP484/BVq9ZbOpUB4vAnhJQNyCO8lPFiVU8yhThk22cBkzyvkUZGD9skZfRicTO887iHKj9hf7XenTFgNOqe/M6o19b0uCpynD0XjtvkdLim9n+bKfSv12uVdyO8X0tNHp+bWMDNY9o0YGjb6/9syp3/k8AwAAgGZIeAUAAAAAAACf5xHPr+aJ0nYp0eORqjqm4qDa8N/ov3WTg63Mlo6h0+s6yA2TeMcc18ga162oY13xhBWrje876zxkn941JjOh6nH0RadDv75N8f+tzPAMRtdSK1e+UujsP2WbiRYFkNm3tJMnsVQ2tNiKGpHHVIRTl9ozI+rgsdf5AQAAhLBu1OkNPLLm16W0xhdFW9tWW32j8CnXYg1dP3ew8gCsCB3MrVtL3u3pvB49a0dHM2X9tlNIN+v2rjFMPkxAO5eaOgvncjmHAdd41vW8VnDdPi3kufI+LV6nljlXCWeuUrQr6zHb1jA2utZHR4p369OUNb8AAHArK+seTl615rcKy0tsCSGhsI/8OSO0SIEq+V3+1jqAVh54zvW5JYFVKr5THR+j1hTPJBoziZdYW1vYuxb0KOamyc4tzDvWf1oVbE6lw0qWdXr0lbJnYTo3e+sU4yi7LlYbc5rBSv5ktTFzr5mZtgd6VZO5J7M22GrLxSv+10euth31FJTmZechAAD4TVbWPSbziPKbhJEqO1z0XCFcmddLeIRygv4W7S8+pu1UfvM16CMUwitDEIrEoP4ovt4qe/Dff3cpwZUVXIb/jePncm9MqLfqnDLjyaMcmcprrkqxf6W9rFB4JmJXbJzS/1F56r0a19lbd6XRQkYzrBT2e2nL7hhX0ghrGU6jL7m5c0oEAgAAAKis5/lVhIQ9tClCmnyZCOcFgTErsLTwZoW5IMSN8i4egnIslDYrCw7FvZvGsotGoIlMqXtSaHrybtg/z7gVmRHf43IcHeV534M7jdnX3OnddR0vj1OuXbEv9+ulUiKsm6hRHE+nrhEJcGmbGHNaPZbHV22Tdj0uBwAAAMAdkO0ZAAAAAAAAPs9jnt8ktEyELGeJrfJeq7nH1eBcK6Z5Bqr4uKW/N7R2ijeuch3gXbg8sPI+Maj1ZKr3oKcNpX0dx1ddBxFOfLn1pFc3bluhkqHjbMGxNWIdcYJ1nsbJa2HwcrxXZ0aPlzQ423iMi01GlFhrnXdRdIV32dz34/M+AADAG5im/HrX7J37VwiP8StP0oqNdZ6astwb9okw8x5mKifWmHNyUUKNMeUZqi3KXM0t0BzNbvS9TDSUWxMahz6btiup9BoGKjMJ0/kHVKzr+PdHJtwy+9Nci1KJYdBU7TmR5aQ7gd8dSykAAABgCsus+S0KtB3lxkLK6S3YfUpH0p6Kfe0CHuahdaZH3W8VGGeu0W32lltKh1K+WWzN2K8lc73dCZCcUSFJGYqHb6VESwleL/xCXObDjHd3Ko1zyvZ3rLq9se0z5wgAAADoZ5ryWxIyc1HDnsygNZb5+PBI9zWP1TwDWvjeKykp/TljwAOKa1W/a7GOHR7Ziyfx4eRIWYHaoXR0C+S17uH4uM5+c78fdvuXyMo6TjanJbS1OwTcKFNGwowq91+hDb+H6+/uJFqrzJO5EPg4fFo7BgAAAD4HCa8AAAAAAADg8zwS9nxJPhJv//PcDPOwRXVY3iA13FTzCHzBG1Dy3A70bI7oLk/4Ybz+O3HgxNe0dTGuKNz0mlteJGf1RQ+3t0Of9MRp46sUAeLwrnsTeR37qPtG12zEfS29tJchUVumPL6jXUbx/xVpjOeq6labB6NQHm2OT9aOn3/kRqNsSWc0CQAAADzLEOXXu56ulHzEElrVUMUKIcwKoy4K1asJeq14hTUrRLVS2DuK6V2vfWnPdr1uR4M2bd9/PyfbajIiJ4YRqTBooanGORcz2n5lrClkw5E1o0K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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Figure 2B\n", "fig, ax = plt.subplots(figsize=(8, 6), dpi=150)\n", "ax.imshow(cv2.cvtColor(grid.uns[\"marker_median_delineation\"], cv2.COLOR_BGR2RGB),\n", " interpolation=\"nearest\")\n", "ax.axis(\"off\")\n", "plt.show()\n", "\n", "#plt.savefig(\"Figure_2B.png\", dpi=300)" ] }, { "cell_type": "code", "execution_count": 32, "id": "8b7bb431-9eb9-4331-8a96-4b397906df3a", "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n", "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import plotly.express as px\n", "import plotly.io as pio\n", "import cv2\n", "import numpy as np\n", "\n", "# Convert the OpenCV BGR image to RGB for Plotly visualization\n", "img = cv2.cvtColor(grid.uns[\"marker_median_delineation\"], cv2.COLOR_BGR2RGB)\n", "\n", "# Minimum coordinates of the original spatial data\n", "x_min = float(adata.obs.imagecol.min())\n", "y_min = float(adata.obs.imagerow.min())\n", "\n", "# Grid bin size used when generating the grid image\n", "bin_size = 10\n", "\n", "# Create Plotly image figure\n", "fig = px.imshow(img)\n", "\n", "h, w = img.shape[:2]\n", "\n", "# Convert grid coordinates back to absolute spatial coordinates\n", "xx_abs = (np.arange(w)[None, :] * bin_size + x_min).repeat(h, axis=0)\n", "yy_abs = (np.arange(h)[:, None] * bin_size + y_min).repeat(w, axis=1)\n", "\n", "# Round coordinates to the nearest multiple of 10 for display\n", "xx_round10 = np.round(xx_abs / 10) * 10\n", "yy_round10 = np.round(yy_abs / 10) * 10\n", "\n", "# Stack the coordinates so they can be accessed in hover data\n", "custom = np.dstack([xx_round10, yy_round10])\n", "\n", "# Axis tick configuration\n", "# step = 20 in grid space corresponds to ~200 units in absolute coordinates\n", "step = 20\n", "x_tickvals = list(range(0, w, step))\n", "y_tickvals = list(range(0, h, step))\n", "\n", "# Generate axis labels rounded to multiples of 10\n", "x_ticktext = [str(int(round((v * bin_size + x_min) / 10) * 10)) for v in x_tickvals]\n", "y_ticktext = [str(int(round((v * bin_size + y_min) / 10) * 10)) for v in y_tickvals]\n", "\n", "fig.update_xaxes(\n", " tickmode=\"array\",\n", " tickvals=x_tickvals,\n", " ticktext=x_ticktext\n", ")\n", "\n", "fig.update_yaxes(\n", " tickmode=\"array\",\n", " tickvals=y_tickvals,\n", " ticktext=y_ticktext\n", ")\n", "\n", "# Customize hover information to display rounded absolute spatial coordinates\n", "fig.update_traces(\n", " customdata=custom,\n", " hovertemplate=\n", " \"imagecol: %{customdata[0]:.0f}
\"\n", " \"imagerow: %{customdata[1]:.0f}\"\n", " \"\"\n", ")\n", "\n", "fig.update_layout(\n", " xaxis_title=\"imagecol\",\n", " yaxis_title=\"imagerow\",\n", " height=700\n", ")\n", "\n", "# Use the interactive notebook renderer\n", "pio.renderers.default = \"notebook_connected\"\n", "\n", "fig.show()" ] }, { "cell_type": "code", "execution_count": 9, "id": "0078f868-fa91-4b5e-9bf8-5d815f5bd986", "metadata": {}, "outputs": [], "source": [ "# annotation each section to obs object\n", "df_shotest = getattr(grid, \"shortest\")\n", "df_grid = grid.to_df()\n", "\n", "# extract grid info\n", "df_grid = pd.merge(\n", " pd.DataFrame(index=[\"grid_\" + str(i+1) for i in range(N_ROW * N_COL)]),\n", " df_grid, right_index=True, left_index=True, how=\"left\"\n", ").fillna(np.nan)\n", "\n", "# extract section info\n", "df_region = pd.DataFrame(\n", " np.array(df_shotest[\"region\"]).reshape(N_ROW, N_COL).T.reshape(N_ROW * N_COL),\n", " index=[\"grid_\" + str(i+1) for i in range(N_ROW * N_COL)], columns=[\"region\"]\n", ")\n", "\n", "# marge\n", "df_grid_region = pd.merge(\n", " df_grid, df_region,\n", " right_index=True, left_index=True, how=\"left\"\n", ")\n", "df_grid_region = df_grid_region.dropna()\n", "\n", "# add to obs\n", "grid.obs = pd.merge(\n", " grid.obs, df_grid_region[[\"region\"]],\n", " right_index=True, left_index=True, how=\"left\"\n", ")\n", "\n", "# shaping\n", "grid.obs[\"region_10\"] = [str(i*10) for i in grid.obs[\"region\"]]\n", "grid.obs[\"region_10\"] = [\"(\"+str(int(float(i.split(\", \")[0][1:])))+\", \"+str(int(float(i.split(\", \")[-1][:-1])))+\"]\" if i != \"nan\" else np.nan for i in grid.obs[\"region_10\"]]\n", "# exclude because of small number\n", "grid.obs[\"region_10\"] = grid.obs[\"region_10\"].replace(\n", " {\"(-150, -120]\": np.nan}\n", ")" ] }, { "cell_type": "code", "execution_count": 10, "id": "3b3b1060-2df9-4c8d-839c-677bc5d1a75a", "metadata": {}, "outputs": [], "source": [ "from scomv.preparation.choose_roi import extract_roi, contour_regions" ] }, { "cell_type": "code", "execution_count": 11, "id": "d3817826-2da4-4210-aba0-a38f6f1c9bc7", "metadata": {}, "outputs": [], "source": [ "# select ROI\n", "roi = (2400, 3400, 2400, 3800)\n", "\n", "subset_grid, filtered_shortest, xy_list = extract_roi(\n", " grid=grid,\n", " roi=roi,\n", " bin_size=10,\n", " region_col=\"region_10\",\n", ")\n" ] }, { "cell_type": "code", "execution_count": 12, "id": "589705d7-3843-4066-ba6f-b42b5e3bae8c", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "g_x_cont, g_y_cont, g_x_inside, g_y_inside = contour_regions(\n", " filtered_shortest, adata,\n", " min_x=0, max_x=4000, min_y=0, max_y=4000,\n", " #out_dir_base=\"./roi_plots\",\n", " show=True,\n", ")" ] }, { "cell_type": "code", "execution_count": 13, "id": "f16f8f8f-a8c8-4573-8310-def76f00e6a9", "metadata": {}, "outputs": [], "source": [ "from scomv.preparation.scomv_calc_vector import compute_min_vectors_polar" ] }, { "cell_type": "code", "execution_count": 14, "id": "7e538eb5-7df1-4ef7-a6b3-a7224ea836a0", "metadata": {}, "outputs": [], "source": [ "outline_points = list(zip(g_x_cont, g_y_cont))\n", "inside_points = list(zip(g_x_inside, g_y_inside))\n", "\n", "min_vector_df = compute_min_vectors_polar(\n", " xy_list=xy_list,\n", " outline_points=outline_points,\n", " inside_points=inside_points,\n", " invert_y=True,\n", " make_inside_negative=True,\n", ")" ] }, { "cell_type": "code", "execution_count": 15, "id": "ef03d7b1-b3a6-4546-bf81-9f24d6337d20", "metadata": {}, "outputs": [], "source": [ "from scomv.gene_view_tool import plot_gene_polar_hist2d, plot_2d_expression" ] }, { "cell_type": "code", "execution_count": 16, "id": "a4fa876b-a1b7-4379-ae58-002e3c10b0e9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CD3E: n=3431\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "## Draw polar maps\n", "genes = list(subset_grid.var.index)\n", "A_counts, total_n, idx = plot_gene_polar_hist2d(\n", " subset_grid=subset_grid,\n", " min_vector_df=min_vector_df,\n", " gene=\"CD3E\",\n", ")\n" ] }, { "cell_type": "code", "execution_count": 17, "id": "99bb6a63-f046-4bfb-858c-fa6f4478a2f7", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Please specify a valid `library_id` or set it permanently in `adata.uns['spatial']`\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "## Draw 2D pictures\n", "genes = [\"CD3E\"] # the genes you want to draw\n", "for g in genes:\n", " plot_2d_expression(g, subset_grid)" ] }, { "cell_type": "code", "execution_count": 18, "id": "51be77dd-fa65-4ad8-99a7-761f49e40fd5", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/riuyamas/miniconda3/envs/scomv-pypi-install-2/lib/python3.11/site-packages/scanpy/metrics/_morans_i.py:105: UserWarning:\n", "\n", "1 variables were constant, will return nan for these.\n", "\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "05f8150b42eb43c59a7c3b1943b42ff9", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/100 [00:00 \n", "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import plotly.io as pio\n", "gene_pipe.plot_pcoa_plotly(gene_pipe.coords, gene_pipe.selected_genes)" ] }, { "cell_type": "code", "execution_count": 20, "id": "7c4a0064-9979-455d-ae00-a3b33303a199", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Looks like you are using a tranform that doesn't support FancyArrowPatch, using ax.annotate instead. The arrows might strike through texts. Increasing shrinkA in arrowprops might help.\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pcoa_two_dims = gene_out[\"coords\"][[\"PC1\", \"PC2\"]]\n", "df = pcoa_two_dims\n", "\n", "# --- Gene sets ---\n", "t_cells = {\"CD3D\", \"CD3E\", \"CD4\", \"CD247\", \"CD8A\", \"GZMA\", \"TRAC\"}\n", "micro_f = [\"CD68\", \"CD80\", \"CD86\", \"CD163\"]\n", "b_cells = [\"CD19\", \"BANK1\", \"MS4A1\", \"TCL1A\", \"CD79A\"]\n", "mono = [\"CD14\"]\n", "epi = [\"CDH1\", \"EPCAM\", \"KRT8\"]\n", "smooth = [\"ACTA2\", \"MYH11\", \"ACTG2\"]\n", "endo = [\"CD93\", \"PECAM1\", \"VWF\"]\n", "fib = [\"POSTN\", \"LUM\", \"MMP2\"]\n", "focus = [\"PLVAP\", \"RHOA\", \"SMAD6\", \"TP53\", \"VEGFA\", \"MKI67\", \"ADGRL4\", \"RGS5\",\n", " \"PI3\", \"CAV1\", \"EGFR\", \"AQP3\", \"C15orf48\"]\n", "\n", "# --- Others (everything except T-cell set) ---\n", "others = sorted(list(set(df.index) - set(t_cells)))\n", "\n", "# --- Styling config (keeps your colors/labels/sizes) ---\n", "groups = [\n", " (\"T cell\", t_cells, \"#1f77b4\", 200, True),\n", " (\"B cell\", b_cells, \"cyan\", 200, True),\n", " (\"epithelial cell\", epi, \"#ffbb78\", 200, True),\n", " (\"macrophage\", micro_f, \"#2ca02c\", 200, True),\n", " (\"monocyte\", mono, \"#ff9896\", 200, True),\n", " (\"smooth muscle\", smooth, \"#aec7e8\", 200, True),\n", " (\"endotherial\", endo, \"#8B4513\", 200, True), \n", " (\"fibroblast\", fib, \"red\", 200, True),\n", " (None, focus, \"black\", 200, True), # no legend label\n", "]\n", "\n", "# --- Plot ---\n", "plt.figure(figsize=(20, 15))\n", "sns.set_theme(style=\"white\")\n", "texts = []\n", "\n", "# Others: gray points (no labels)\n", "for g in others:\n", " if g in df.index:\n", " plt.scatter(df.loc[g, \"PC1\"], df.loc[g, \"PC2\"], color=\"gray\", alpha=0.3, s=150)\n", "\n", "# Highlighted groups\n", "for label, gene_list, color, s, add_text in groups:\n", " for g in gene_list:\n", " if g in df.index:\n", " if label is None:\n", " plt.scatter(df.loc[g, \"PC1\"], df.loc[g, \"PC2\"], color=color, s=s)\n", " else:\n", " plt.scatter(df.loc[g, \"PC1\"], df.loc[g, \"PC2\"], color=color, label=label, s=s)\n", " if add_text:\n", " texts.append(plt.text(df.loc[g, \"PC1\"], df.loc[g, \"PC2\"], g, fontsize=25))\n", "\n", "plt.xlabel(\"PCoA1\", fontsize=30)\n", "plt.ylabel(\"PCoA2\", fontsize=30)\n", "plt.xticks(fontsize=25)\n", "plt.yticks(fontsize=25)\n", "plt.title(\"PCoA Plot\", fontsize=40)\n", "\n", "# Legend (remove duplicates)\n", "handles, labels = plt.gca().get_legend_handles_labels()\n", "by_label = dict(zip(labels, handles))\n", "plt.legend(by_label.values(), by_label.keys(), loc=\"best\", prop={\"size\": 23}, ncol=1)\n", "\n", "adjust_text(\n", " texts,\n", " arrowprops=dict(arrowstyle=\"->\", color=\"gray\", lw=0.5),\n", " only_move={\"points\": \"xy\", \"text\": \"xy\"},\n", " force_text=1.5,\n", " force_points=1.0,\n", " expand_text=(1.2, 1.2),\n", " expand_points=(1.2, 1.2),\n", " lim=200,\n", " precision=0.01,\n", " autoalign=\"y\",\n", ")\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 21, "id": "5a7d9e37-cd49-4e79-9120-3ac09da1e75f", "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n", "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from scomv.plot_3d import plot_3d\n", "import plotly.io as pio\n", "\n", "fig = plot_3d(\n", " adata=gene_out[\"subset_grid\"],\n", " genes=(\"POSTN\", \"CD3E\"),\n", " anchor_gene=\"CDH1\",\n", " bin_size=10,\n", " x_range=(2400, 3100),\n", " y_range=(2400, 3400),\n", " height_scale=3,\n", " anchor_scale=1,\n", " threshold=4,\n", " sigma=1.0,\n", ")\n", "pio.renderers.default = \"notebook_connected\"\n", "fig.show()\n" ] }, { "cell_type": "code", "execution_count": 22, "id": "725147a3-78d1-4180-af57-3f0f6fcd76da", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/rp/843_v26x35314skd4rnkz6jm0000gp/T/ipykernel_37409/1097620655.py:2: ClusterWarning:\n", "\n", "scipy.cluster: The symmetric non-negative hollow observation matrix looks suspiciously like an uncondensed distance matrix\n", "\n" ] } ], "source": [ "from scomv.dendrogram import dendrogram2newick\n", "z = linkage(gene_out[\"dist_df\"], metric='euclidean', method='ward')\n", "tree= to_tree(z)\n", "newick = dendrogram2newick(tree, tree.dist, gene_out[\"selected_genes\"])" ] }, { "cell_type": "code", "execution_count": 23, "id": "60b91e31-3bed-4287-8762-4f22c03d90c1", "metadata": {}, "outputs": [], "source": [ "# The Newick output can be used to visualize a dendrogram in iTOL(https://www.google.com/url?sa=t&source=web&rct=j&opi=89978449&url=https://itol.embl.de/&ved=2ahUKEwiY7vnzxoOSAxWRrlYBHUuiHisQFnoECBoQAQ&usg=AOvVaw2ipidUpg8SauabV53lQ6Jh).\n", "#newick" ] } ], "metadata": { "kernelspec": { "display_name": "Python (scomv-pypi-install-2)", "language": "python", "name": "scomv-pypi-install-2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.13" } }, "nbformat": 4, "nbformat_minor": 5 }