{ "cells": [ { "cell_type": "markdown", "source": [ "# 2. osmFISH mouse somatosensory cortex datasets\n", "Detection of spatial domains in the osmFISH (imgae-based) mouse somatosensory cortex dataset.\n", "\n", "The mouse somatosensory cortex dataset, generated using the osmFISH platform, includes 5,328 spots at single-cell resolution, based on the targeted detection of 33 genes.\n", "## Preparation" ], "metadata": { "collapsed": false } }, { "cell_type": "code", "execution_count": 1, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/whcai/anaconda3/envs/PyG/lib/python3.9/site-packages/louvain/__init__.py:54: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.\n", " from pkg_resources import get_distribution, DistributionNotFound\n" ] } ], "source": [ "import sys\n", "import time\n", "from spatialFuser import *\n", "import scanpy as sc\n", "sys.path.append(\"..\")" ], "metadata": { "collapsed": false, "ExecuteTime": { "end_time": "2025-08-25T11:43:31.840899162Z", "start_time": "2025-08-25T11:43:23.720067729Z" } } }, { "cell_type": "markdown", "source": [ "## Hyper-Parameters setting\n", "All hyperparameters are stored in the variable args. To display them during initialization, use the function call *args = def_training_args(show_detail=True)*.\n", "\n", "Unlike the DLPFC dataset, for low-throughput spatial transcriptomics data, SpatialFuser adopts simpler MCGATE architecture (a single layer with 32 dimensions) to learn data embeddings." ], "metadata": { "collapsed": false } }, { "cell_type": "code", "execution_count": 2, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "============================================\n", "= Setting Params =\n" ] } ], "source": [ "# load args:\n", "print(\"============================================\")\n", "print(\"= Setting Params =\")\n", "args = def_training_args()\n", "args.epochs = 500\n", "args.K = 10\n", "args.step = 100\n", "args.heads = 4\n", "args.alpha = 0\n", "args.hidden = [32]\n", "args.lr = 8e-3" ], "metadata": { "collapsed": false, "ExecuteTime": { "end_time": "2025-08-25T11:43:31.874505659Z", "start_time": "2025-08-25T11:43:31.843436486Z" } } }, { "cell_type": "markdown", "source": [ "## Load data\n", "SpatialFuser provides a built-in data loading and preprocessing module, *SpatialFuserDataLoader*. The required inputs include hyperparameters, data_dir (the dataset storage directory), data_tech (either “seq-based” or “image-based”), and files (a list of h5ad files to be loaded).\n", "\n", "For spatial omics data, *SpatialFuserDataLoader* constructs a KNN adjacency graph based on the specified value of K to support graph neural network training.\n", "\n", "For seq-based data, spatially variable genes are extracted according to n_svgs to simplify the model.\n", "\n", "All AnnData objects are normalized, log-transformed, and subsequently converted into PyG objects for model input." ], "metadata": { "collapsed": false } }, { "cell_type": "code", "execution_count": 3, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "============================================\n", "= Loading Data =\n", "WARNING: adata.X seems to be already log-transformed.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/whcai/anaconda3/envs/PyG/lib/python3.9/site-packages/scanpy/preprocessing/_normalization.py:169: UserWarning: Received a view of an AnnData. Making a copy.\n", " view_to_actual(adata)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "= Calculating spatial graph =\n", "The PyG data u create is qualified\n", "=The graph contains 53229 edges, 4839 cells=\n", "= 11.0000 neighbors per cell on average =\n", "= subgraph Info =\n", "============================================\n", "= Batch 0: 4839 nodes =\n", "= 10.0000 neighbors per cell on average =\n", "batch:[1.], node num:[4839]\n", "============================================\n" ] } ], "source": [ "# load data:\n", "print(\"============================================\")\n", "print(\"= Loading Data =\")\n", "loadtime = time.time()\n", "dataLoader = SpatialFuserDataLoader(args,\n", " data_dir='/public8/lilab/student/whcai/Integration/data/osmFISH_mouse_cortex',\n", " data_tech='image-based',\n", " files=['osmFISH_codeluppi2018spatial_cortex_data.h5ad'])\n", "dataLoader.load_adata()\n", "dataLoader.remove_type(obs_name='Region', target='Excluded')\n", "dataLoader.pre_processing(n_svgs=3000, k_cutoff=args.K, batch_label=[1])\n", "dataLoader.generate_minibatch(loader_type='RandomNodeLoader', num_workers=5)" ], "metadata": { "collapsed": false, "ExecuteTime": { "end_time": "2025-08-25T11:43:33.920520673Z", "start_time": "2025-08-25T11:43:31.872821802Z" } } }, { "cell_type": "markdown", "source": [ "## Train MCGATE" ], "metadata": { "collapsed": false } }, { "cell_type": "code", "execution_count": 4, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "============================================\n", "= Begin to Train =\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Epoch500 || loss: 3.7744 || MNN num: [0]: 100%|███████████████████████████████████████| 500/500 [00:20<00:00, 23.98it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "= Training Finished! =\n", "Total time elapsed: 21.2140s\n", "============================================\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n", "/public8/lilab/student/whcai/Integration/model/SpatialFuser/spatialFuser/train.py:392: ImplicitModificationWarning: Trying to modify attribute `._uns` of view, initializing view as actual.\n", " dataLoader.adata.uns['MCGATE_loss'] = loss_list\n" ] } ], "source": [ "# train\n", "print(\"============================================\")\n", "print(\"= Begin to Train =\")\n", "training_time = time.time()\n", "# Train model\n", "adata, trainer, loss_list = train_emb(args, dataLoader)\n", "print(\"= Training Finished! =\")\n", "print(\"Total time elapsed: {:.4f}s\".format(time.time() - training_time))\n", "print(\"============================================\")" ], "metadata": { "collapsed": false, "ExecuteTime": { "end_time": "2025-08-25T11:43:55.161378449Z", "start_time": "2025-08-25T11:43:33.929298271Z" } } }, { "cell_type": "markdown", "source": [ "## Show trainable parameters number\n", "\n", "Because the input dimensionality for the osmFISH dataset is much lower than that of the DLPFC dataset, the corresponding MCGATE model requires far fewer parameters." ], "metadata": { "collapsed": false } }, { "cell_type": "code", "execution_count": 5, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1,763 total parameters.\n", "0.00M total parameters.\n", "1,568 training parameters.\n", "0.00M training parameters.\n" ] } ], "source": [ "# show param number\n", "total_params, total_trainable_params = show_para_num(trainer.model)\n", "param_num = {'total_params': total_params,\n", " 'trainable_params': total_trainable_params,\n", " 'non-trainable_params': total_params - total_trainable_params}" ], "metadata": { "collapsed": false, "ExecuteTime": { "end_time": "2025-08-25T11:43:55.245324226Z", "start_time": "2025-08-25T11:43:55.165007030Z" } } }, { "cell_type": "markdown", "source": [ "## Evaluation and plot based on mclust\n", "SpatialFuser provides an evaluation module, *metrics*, for assessing tissue domain detection tasks. It treats the Region column in anndata.obs as the ground truth and, based on the provided embed_label (an array stored in anndata.obsm), automatically computes five metrics (ARI, AMI, Homogeneity, Completeness, and V-Measure) under clustering methods including Leiden, Louvain, and Mclust.\n", "\n", "Here, we only show the spatial domains colored by Mclust with customized colors." ], "metadata": { "collapsed": false } }, { "cell_type": "code", "execution_count": 6, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2025-08-25 19:44:01.344448: 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 AVX512_VNNI FMA\n", "To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n", "2025-08-25 19:44:01.577980: I tensorflow/core/util/port.cc:104] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.\n", "2025-08-25 19:44:03.473932: 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; LD_LIBRARY_PATH: /home/whcai/anaconda3/envs/PyG/lib/python3.9/site-packages/cv2/../../lib64::/usr/local/cuda-12.4/lib64:/public8/lilab/student/whcai/myR/R-4.1.2/lib/\n", "2025-08-25 19:44:03.474191: 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; LD_LIBRARY_PATH: /home/whcai/anaconda3/envs/PyG/lib/python3.9/site-packages/cv2/../../lib64::/usr/local/cuda-12.4/lib64:/public8/lilab/student/whcai/myR/R-4.1.2/lib/\n", "2025-08-25 19:44:03.474209: 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", "R[write to console]: Package 'mclust' version 6.0.1\n", "Type 'citation(\"mclust\")' for citing this R package in publications.\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "fitting ...\n", " |======================================================================| 100%\n", " ARI AMI Homogeneity Completeness V_Measure\n", "mclust 0.611863 0.711322 0.730317 0.69597 0.71273\n", "WARNING: saving figure to file figures/show_osmFISH.png\n" ] }, { "data": { "text/plain": "
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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# evaluate and plot\n", "leiden_result, louvain_result, mclust_result = metrics(adata,\n", " save_loc='_osmFISH.png',\n", " resolution=0.1,\n", " spot_size=0.015,\n", " cluster_label='Region',\n", " plot_color=[\"mclust\"],\n", " mclust_model='EEE',\n", " embed_label='embedding',\n", " vis=False,\n", " save=False)\n", "print(mclust_result)\n", "\n", "sc.tl.umap(adata)\n", "adata.obs['mclust'] = adata.obs['mclust'].astype(str)\n", "\n", "region_color = {\n", " 'Pia Layer 1': \"#A1C4D9\",\n", " 'Layer 2-3 medial': \"#D4A0A2\",\n", " 'Layer 2-3 lateral': \"#A8C4A5\",\n", " 'Layer 3-4': \"#746053\",\n", " 'Layer 4': \"#8E7D73\",\n", " 'Layer 5': \"#A8B86A\",\n", " 'Layer 6': \"#B9A88D\",\n", " 'White matter': \"#B5D0B4\",\n", " 'Internal Capsule Caudoputamen': \"#6D8498\",\n", " 'Hippocampus': \"#A57058\",\n", " 'Ventricle': \"#E77A67\",\n", " '1.0': \"#B9A88D\",\n", " '2.0': \"#A8C4A5\",\n", " '3.0': \"#8E7D73\",\n", " '4.0': \"#E77A67\",\n", " '5.0': \"#A8B86A\",\n", " '6.0': \"#D4A0A2\",\n", " '7.0': \"#B5D0B4\",\n", " '8.0': \"#A57058\",\n", " '9.0': \"#A1C4D9\",\n", " '10.0': \"#6D8498\",\n", " '11.0': \"#746053\",\n", "}\n", "\n", "sc.pl.spatial(adata, img_key=\"hires\", color=['Region', \"mclust\"],\n", " spot_size=0.015,\n", " title=['Original',\n", " 'mclust ARI: {:.2f}'.format(mclust_result['ARI'][0])],\n", " wspace=0.23,\n", " palette=region_color,\n", " frameon=False,\n", " save='_osmFISH.png'\n", " )" ], "metadata": { "collapsed": false, "ExecuteTime": { "end_time": "2025-08-25T11:44:28.485032900Z", "start_time": "2025-08-25T11:43:55.199897733Z" } } } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.6" } }, "nbformat": 4, "nbformat_minor": 0 }