{ "cells": [ { "cell_type": "markdown", "id": "3f5328a1-20d2-438c-8113-b2c1409bf3ea", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "# Multimodal Spatial Domains" ] }, { "cell_type": "markdown", "id": "66930963-fb1b-40e7-8728-8ac0f160d587", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "Conceptually, it is easy to extend SpatialLeiden to more than modality. As clustering is done on multiple graphs, the number of graphs can simply be extended. Instead of using 2 graphs (one for neighbors in physical space and one for the neighbors in the feature latent space, e.g., gene expression) we use $n+1$ graphs where $n$ is the number of modalities (see Figure below).\n", "\n", "![image](../_static/images/multimodal.png)" ] }, { "cell_type": "markdown", "id": "4ae4f833-4335-4f1e-afbd-a831a861e968", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "To demonstrate how to cluster multiple modalities jointly we will use the simulated data from [Long _et al._ 2024](https://doi.org/10.1038/s41592-024-02316-4), which can be downloaded from [Zenodo](https://doi.org/10.5281/zenodo.10362607)." ] }, { "cell_type": "code", "execution_count": 1, "id": "6b9e32d5-3c52-4e08-9897-d48dacce8893", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2026-01-29T12:03:13.895006Z", "iopub.status.busy": "2026-01-29T12:03:13.894853Z", "iopub.status.idle": "2026-01-29T12:03:13.900686Z", "shell.execute_reply": "2026-01-29T12:03:13.899774Z", "shell.execute_reply.started": "2026-01-29T12:03:13.894985Z" }, "slideshow": { "slide_type": "" }, "tags": [ "hide-cell" ] }, "outputs": [], "source": [ "import warnings\n", "\n", "warnings.filterwarnings(\"ignore\", category=FutureWarning)" ] }, { "cell_type": "code", "execution_count": null, "id": "890d5043-73b4-4b35-8183-a71b701522dd", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2026-01-29T12:03:13.901260Z", "iopub.status.busy": "2026-01-29T12:03:13.901120Z", "iopub.status.idle": "2026-01-29T12:03:24.185482Z", "shell.execute_reply": "2026-01-29T12:03:24.184422Z", "shell.execute_reply.started": "2026-01-29T12:03:13.901246Z" }, "slideshow": { "slide_type": "" }, "tags": [ "remove-output" ] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/jovyan/spacehack-v3/projects/7_SpatialLeiden_multiX/SpatialLeiden2_Study/conda_envs/vignette/lib/python3.12/site-packages/xarray_schema/__init__.py:1: 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 DistributionNotFound, get_distribution\n" ] } ], "source": [ "from pathlib import Path\n", "\n", "import anndata as ad\n", "import numpy as np\n", "import pandas as pd\n", "import scanpy as sc\n", "import squidpy as sq\n", "from mudata import MuData\n", "\n", "from spatialleiden import spatialleiden_multimodal\n", "\n", "# settings\n", "simulation = Path(\"../path/to/data\") / \"Dataset13_Simulation1\"\n", "\n", "seed = 42 # random seed for reproducibility" ] }, { "cell_type": "markdown", "id": "3355d311-aab2-4dd5-9752-f363d4ae82e2", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "## Load & prepare data" ] }, { "cell_type": "markdown", "id": "ffea5052-9df5-4ff9-bf96-fd885b5612c9", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "We start by loading the data and only keeping the relevant information." ] }, { "cell_type": "code", "execution_count": 3, "id": "17801803-90ae-46f0-9e39-4c66f18a4e24", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2026-01-29T12:03:24.186504Z", "iopub.status.busy": "2026-01-29T12:03:24.186073Z", "iopub.status.idle": "2026-01-29T12:03:24.266872Z", "shell.execute_reply": "2026-01-29T12:03:24.266014Z", "shell.execute_reply.started": "2026-01-29T12:03:24.186487Z" }, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [], "source": [ "modalities = {}\n", "\n", "# load modalities\n", "for file in simulation.glob(\"*.h5ad\"):\n", " modality = file.stem.split(\"_\")[1]\n", " adata = ad.read_h5ad(file)\n", " # only keep the raw counts\n", " adata.X = adata.layers[\"counts\"]\n", " del adata.layers, adata.uns, adata.varm\n", " modalities[modality] = adata" ] }, { "cell_type": "markdown", "id": "3ab15dbc-de24-4672-ad6f-3f74f6c81fe6", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "From the two modalities we will construct a {py:class}`mudata.MuData` object, which is basically the multimodal extension of AnnData. We remove some duplicated information from the two modalities and construct the groundtruth labels." ] }, { "cell_type": "code", "execution_count": 4, "id": "e022687d-890c-4cc4-9b6f-1b73f9b56dc3", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2026-01-29T12:03:24.267793Z", "iopub.status.busy": "2026-01-29T12:03:24.267622Z", "iopub.status.idle": "2026-01-29T12:03:24.286343Z", "shell.execute_reply": "2026-01-29T12:03:24.285421Z", "shell.execute_reply.started": "2026-01-29T12:03:24.267777Z" }, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MuData object with n_obs × n_vars = 1296 × 1100\n", " obs:\t'groundtruth'\n", " obsm:\t'spatial'\n", " 2 modalities\n", " ADT:\t1296 x 100\n", " RNA:\t1296 x 1000\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/jovyan/spacehack-v3/projects/7_SpatialLeiden_multiX/SpatialLeiden2_Study/conda_envs/vignette/lib/python3.12/site-packages/mudata/_core/mudata.py:963: UserWarning: Cannot join columns with the same name because var_names are intersecting.\n", " warnings.warn(\n", "/home/jovyan/spacehack-v3/projects/7_SpatialLeiden_multiX/SpatialLeiden2_Study/conda_envs/vignette/lib/python3.12/site-packages/mudata/_core/mudata.py:1629: UserWarning: Modality names will be prepended to var_names since there are identical var_names in different modalities.\n", " warnings.warn(\n" ] } ], "source": [ "# prepare MuData\n", "mdata = MuData(modalities)\n", "mdata.var_names_make_unique()\n", "\n", "mdata.obs[\"groundtruth\"] = pd.Categorical(\n", " mdata.mod[\"RNA\"].obsm[\"spfac\"].astype(int) @ np.array([1, 2, 3, 4])\n", ")\n", "\n", "mdata.obsm[\"spatial\"] = mdata[\"RNA\"].obsm[\"spatial\"]\n", "\n", "for _, mod in mdata.mod.items():\n", " del mod.obsm\n", "\n", "print(mdata)" ] }, { "cell_type": "markdown", "id": "dca170f9-e26c-450e-8149-d0f714580699", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "Next, we will do some basic processing steps for the two modalities. This includes library-size normalization, log-transformation, and PCA." ] }, { "cell_type": "code", "execution_count": 5, "id": "512f60bf-d146-4fa6-8422-51823f5a02f0", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2026-01-29T12:03:24.287166Z", "iopub.status.busy": "2026-01-29T12:03:24.287007Z", "iopub.status.idle": "2026-01-29T12:03:24.363326Z", "shell.execute_reply": "2026-01-29T12:03:24.362733Z", "shell.execute_reply.started": "2026-01-29T12:03:24.287151Z" }, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [], "source": [ "# process modalities\n", "for name, adata in mdata.mod.items():\n", " n_pcs = 30 if name == \"RNA\" else 10\n", "\n", " sc.pp.normalize_total(adata)\n", " sc.pp.log1p(adata)\n", " sc.pp.scale(adata)\n", " sc.pp.pca(adata, n_comps=n_pcs, random_state=seed)" ] }, { "cell_type": "markdown", "id": "6a8d0b59-cf68-4267-bd86-ffc460de22dd", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "## Clustering with multimodal SpatialLeiden" ] }, { "cell_type": "markdown", "id": "78135fc8-ebe0-4707-8381-b17a566c1e13", "metadata": { "editable": true, "raw_mimetype": "", "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "To cluster the data with SpatialLeiden we will need one neighbors graph per modality. We will generate kNN graphs for each modality based on the PCA." ] }, { "cell_type": "code", "execution_count": 6, "id": "dc1c862b-faa6-40c7-9397-8e05a093cb92", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2026-01-29T12:03:24.364026Z", "iopub.status.busy": "2026-01-29T12:03:24.363834Z", "iopub.status.idle": "2026-01-29T12:03:29.985163Z", "shell.execute_reply": "2026-01-29T12:03:29.983048Z", "shell.execute_reply.started": "2026-01-29T12:03:24.364005Z" }, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [], "source": [ "# generate kNN graph per modality\n", "for adata in mdata.mod.values():\n", " sc.pp.neighbors(adata, use_rep=\"X_pca\", random_state=seed)" ] }, { "cell_type": "markdown", "id": "ff6e286e-073a-44a4-98a4-86f27568d979", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "As the data originates from a regular grid we can generate our spatial neighbors graph accordingly. For more information on how to generate a suitable spatial graph have a look {ref}`here `." ] }, { "cell_type": "code", "execution_count": 7, "id": "a6110216-39f8-42c2-bfdc-5200486afc99", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2026-01-29T12:03:29.986580Z", "iopub.status.busy": "2026-01-29T12:03:29.986344Z", "iopub.status.idle": "2026-01-29T12:03:30.006648Z", "shell.execute_reply": "2026-01-29T12:03:30.005286Z", "shell.execute_reply.started": "2026-01-29T12:03:29.986557Z" }, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [], "source": [ "# spatial neighbors\n", "sq.gr.spatial_neighbors(mdata, coord_type=\"grid\", n_neighs=8)" ] }, { "cell_type": "markdown", "id": "2110c013-913c-4b32-826d-4fa408450a8a", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "Now that we have our 3 graphs ready (the spatial graph in physical space, and the two kNN graphs in the feature latent space of the two modalities) we can proceed to cluster them using {py:func}`spatialleiden.spatialleiden_multimodal`. \n", "- The resolution can be uniform across all layers or set individually per layer. \n", "- Layer weights control each graphs influence on the clustering result (and therefore how much each modality or spatial neighborhood will contribute). \n", "- Additional options include specifying directed or undirected graphs and whether to use edge weights." ] }, { "cell_type": "code", "execution_count": 8, "id": "42ebedd4-2be0-49ec-80c8-11a11d05c31e", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2026-01-29T12:03:30.007304Z", "iopub.status.busy": "2026-01-29T12:03:30.007132Z", "iopub.status.idle": "2026-01-29T12:03:30.202624Z", "shell.execute_reply": "2026-01-29T12:03:30.201577Z", "shell.execute_reply.started": "2026-01-29T12:03:30.007287Z" }, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [], "source": [ "# cluster with spatialleiden\n", "spatialleiden_multimodal(\n", " mdata,\n", " resolution=0.5,\n", " layer_weights={\"ADT\": 1, \"RNA\": 1.5, \"spatial\": 2.5},\n", " random_state=seed,\n", ")" ] }, { "cell_type": "markdown", "id": "ba51c230", "metadata": {}, "source": [ "To compare, we first look at the two single modalities. Unfortunately, the data is not available, however, we can retrieve the groundtruth from the publication. As we can see, each individual modality only contains a subset of the clusters (geometric structures visible in the image).\n", "\n", "![image](../_static/images/modalities.png)" ] }, { "cell_type": "markdown", "id": "c8122493", "metadata": {}, "source": [ "Now, after clustering the modalities jointly with _spatialleiden_ we can see that the 5 distinct clusters have been correctly retrieved meaning that the information from both modalities has been succesfully integrated." ] }, { "cell_type": "code", "execution_count": 9, "id": "581fd715-e276-4eb6-97a4-0b8c878d75b5", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2026-01-29T12:03:30.203629Z", "iopub.status.busy": "2026-01-29T12:03:30.203425Z", "iopub.status.idle": "2026-01-29T12:03:30.494663Z", "shell.execute_reply": "2026-01-29T12:03:30.493563Z", "shell.execute_reply.started": "2026-01-29T12:03:30.203611Z" }, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "\n", "scatter_kwargs = dict(x=\"x\", y=\"y\", s=25, lw=0, legend=False)\n", "\n", "\n", "def remove_tick_and_label(ax):\n", " ax.set(xticklabels=[], yticklabels=[], xlabel=None, ylabel=None)\n", " ax.tick_params(left=False, bottom=False)\n", "\n", "\n", "labels = mdata.obs[[\"groundtruth\", \"spatialleiden\"]]\n", "labels[[\"x\", \"y\"]] = mdata.obsm[\"spatial\"]\n", "\n", "fig, axs = plt.subplots(ncols=2, sharex=True, sharey=True, figsize=(6, 3))\n", "\n", "for label, ax in zip([\"groundtruth\", \"spatialleiden\"], axs):\n", " _ = sns.scatterplot(data=labels, hue=label, ax=ax, **scatter_kwargs)\n", " ax.set(title=label, aspect=1)\n", " remove_tick_and_label(ax)\n", "\n", "fig.tight_layout()" ] } ], "metadata": { "kernelspec": { "display_name": "Python(vignette)", "language": "python", "name": "vignette" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.12" } }, "nbformat": 4, "nbformat_minor": 5 }