{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# HPAP107 scRNA-seq and CODEX Integration (without cell type annotations)\n", "\n", "Overview\n", "\n", "This tutorial demonstrates how to integrate HPAP107 scRNA-seq and CODEX datasets from human pancreas using CelLink.\n", "\n", "Outline\n", "1. Data input\n", "2. Data preprocessing\n", "3. Cellink object construction and alignment\n", "4. Feature imputation and cell-type matching\n", "5. Visualization" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/nfs/turbo/umms-drjieliu/usr/zchx/conda_envs/scarches/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", " from .autonotebook import tqdm as notebook_tqdm\n" ] } ], "source": [ "import numpy as np\n", "import pandas as pd\n", "from scipy.io import mmread\n", "import requests\n", "import os\n", "import zipfile\n", "\n", "import matplotlib.pyplot as plt\n", "plt.rcParams[\"figure.figsize\"] = (6, 4)\n", "\n", "from sklearn.metrics import confusion_matrix, ConfusionMatrixDisplay\n", "\n", "import anndata as ad\n", "import scanpy as sc\n", "\n", "from sklearn.utils.extmath import randomized_svd\n", "from matplotlib.lines import Line2D\n", "\n", "from sklearn.metrics.pairwise import cosine_similarity\n", "import sys\n", "import seaborn as sns\n", "\n", "from cellink import Cellink" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Data input\n", "\n", "Download the example HPAP107 preprocessed AnnData files from the provided Dropbox link. The archive contains preprocessed AnnData objects for combined scRNA, CODEX, and shared-feature subsets. If using your own data, update the file paths accordingly." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "#download HPAP107 data\n", "dropbox_url = \"https://www.dropbox.com/scl/fo/pnzya149wk2uq7ak4yvej/ADsoD-Hz0s1BGBrAco-w3lU?rlkey=101pdmutrilndv2j4jxa2n5w9&e=1&st=rxntw6f0&dl=1\"\n", "response = requests.get(dropbox_url)\n", "with open(\"HPAP107_data.zip\", \"wb\") as f:\n", " f.write(response.content)\n", "\n", "print(\"download success\")\n", "\n", "extract_dir = \"unzipped_HPAP107_data\"\n", "os.makedirs(extract_dir, exist_ok=True)\n", "\n", "with zipfile.ZipFile(\"HPAP107_data.zip\", 'r') as zip_ref:\n", " zip_ref.extractall(extract_dir)\n", "\n", "print(\"unzipped data in:\", extract_dir)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/nfs/turbo/umms-drjieliu/usr/zchx/conda_envs/scarches/lib/python3.10/site-packages/anndata/_core/anndata.py:1908: UserWarning: Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n", " utils.warn_names_duplicates(\"var\")\n", "/nfs/turbo/umms-drjieliu/usr/zchx/conda_envs/scarches/lib/python3.10/site-packages/anndata/_core/anndata.py:1908: UserWarning: Variable names are not unique. To make them unique, call `.var_names_make_unique`.\n", " utils.warn_names_duplicates(\"var\")\n" ] } ], "source": [ "# Load AnnData objects for the preprocessed datasets and datasets with shared features in two modalities\n", "combined_adata = sc.read_h5ad('unzipped_HPAP107_data/pancreas/combined_adata.h5ad')\n", "protein_adata_filter = sc.read_h5ad('unzipped_HPAP107_data/pancreas/protein_adata_filter.h5ad')\n", "rna_shared = sc.read_h5ad('unzipped_HPAP107_data/pancreas/rna_shared.h5ad')\n", "protein_shared = sc.read_h5ad('unzipped_HPAP107_data/pancreas/protein_shared.h5ad')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Loaded AnnData objects\n", "- `combined_adata`: the full scRNA AnnData with RNA features and metadata.\n", "- `protein_adata_filter`: the CODEX/protein AnnData object filtered for QC.\n", "- `rna_shared` / `protein_shared`: matched-feature AnnData objects containing only features present in both modalities used for alignment.\n", "\n", "Each AnnData is expected to contain `.X` (expression), `.obs` (cell metadata), and optionally `.obsm['spatial']` for CODEX spatial coordinates." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Data preprocessing\n", "\n", "\n", "Copy `cell_type` to `cell_type1` and then remove the original `cell_type` to evaluate no celltype task. If your dataset lacks cell-type annotations, skip this block." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "if 'cell_type' in protein_adata_filter.obs.columns:\n", " # Create a new column 'cell_type1' based on 'cell_type' or any other logic you want for metrics calculation\n", " combined_adata.obs['cell_type1'] = combined_adata.obs['cell_type'].copy()\n", " protein_adata_filter.obs['cell_type1'] = protein_adata_filter.obs['cell_type'].copy()\n", " rna_shared.obs['cell_type1'] = rna_shared.obs['cell_type'].copy()\n", " protein_shared.obs['cell_type1'] = protein_shared.obs['cell_type'].copy()\n", " \n", " # Delete the old 'cell_type' column\n", " del combined_adata.obs['cell_type']\n", " del protein_adata_filter.obs['cell_type']\n", " del rna_shared.obs['cell_type']\n", " del protein_shared.obs['cell_type']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Cellink object construction and alignment\n", "\n", "Create a `Cellink` instance with full and shared AnnData objects, and optionally split data into batches for efficient processing." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cell annotations are not provided. Perform one-time reciprocal UOT!\n", "The first modality is split into 1 batches, and max batch size is 5141.\n", "The second modality is split into 2 batches, and max batch size is 10000.\n", "Batch to batch correspondence is:\n", " ['0<->0', '0<->1'].\n" ] } ], "source": [ "arr = [rna_shared, protein_shared]\n", "cellink = Cellink(full_ann1 = combined_adata, full_ann2 = protein_adata_filter, shared_ann1 = rna_shared, shared_ann2 = protein_shared)\n", "cellink.split_into_batches(arr, 10000, seed = 100)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Alignment key parameters and tuning guidance\n", "\n", "- wt1, wt2: Graph smoothing shrinkage weights applied during the graph smoothing step. The smoothing result is computed as: wt * original_features + (1 - wt) * neighborhood_average. These weights control the relative importance of the center cell. Typical values are 0.3,0.5,0.7, 1. Use lower wt (more smoothing) when data are noisy; use wt=1 to disable smoothing.You can try all of them to figure out which one is best.\n", "\n", "- n_neighbors (K_Neighbourhood): Number of nearest neighbors used to build the KNN graph. The source code accepts this parameter when constructing graphs. Suggested defaults: 10 (recommended) or 15 for larger datasets. For very small datasets, use 5.\n", "\n", "- reg: Entropic regularization coefficient used in unbalanced OT Sinkhorn. Controls the smoothness and effective sparsity of the transport matrix. Larger reg lead to smoother (less sparse) transport; smaller reg lead to sharper (more sparse) transport. Default: 0.01. Be cautious when setting drastically different reg values across modalities, as it may bias rows/columns to dominate.\n", "\n", "- lambd: Entropic regularization coefficient used in balanced OT. It controls the overall transport loss and numerical behaviour. Setting lambd too low can harm convergence and lead to a drop in alignment accuracy. Default 0.01; change gradually and monitor convergence.\n", "\n", "- sparse: When True, CelLink uses an LBFGS-based solver designed to produce sparser (near one-to-one) correspondences. This often yields crisper matches but is slower and can be numerically less stable on some datasets. When `sparse=False`, Sinkhorn-based dense solvers are used.\n", "\n", "- iterative (bool) and numItermax: With `iterative=True`, CelLink runs the iterative unbalanced OT refinement stage (Stage II). When cell-type annotations are available, iterative refinement is recommended because the algorithm can leverage annotations to improve matching consistency across cell types. `numItermax` controls the Sinkhorn/LBFGS maximum iterations — increase it (for example to 1000 or more) if the solver emits convergence warnings.\n", "\n", "- reg_m (tuple): KL-divergence mass regularization coefficients used by unbalanced Sinkhorn; tune when necessary to control mass deviation between modalities.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Now at batch 0<->0...\n", "Now at batch 0<->1...\n" ] } ], "source": [ "cellink.alignment(wt1 = 0.5, wt2 = 0.5, n_neighbors=10,\n", " reg = 0.01, lambd = 0.01, reg_m1 = (20, 0.01), reg_m2 = (0.01, 20), numItermax = 1000, iterative=True, sparse = False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Feature imputation and cell-type matching\n", "\n", "After alignment, learned transport maps are used to impute cross-modal features and predict cell types by aggregating transport mass to annotation classes. " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "rna_source_ct_array = np.zeros(shape = rna_shared.shape[0], dtype = 'object')\n", "rna_predict_ct_array = np.zeros(shape = rna_shared.shape[0], dtype = 'object')\n", "\n", "protein_source_ct_array = np.zeros(shape = protein_shared.shape[0], dtype = 'object')\n", "protein_predict_ct_array = np.zeros(shape = protein_shared.shape[0], dtype = 'object')\n", "\n", "rna_aligned_protein = np.zeros(shape = (combined_adata.shape[0], protein_adata_filter.shape[1]))\n", "protein_aligned_rna = np.zeros(shape = (protein_adata_filter.shape[0], combined_adata.shape[1]))\n", "\n", "# For each batch, assign predicted cell types based on transport weights\n", "for i in range(len(cellink.partition1)):\n", " cell_id = cellink.partition1[i]\n", " protein_id = cellink.partition2[[j for (k, j) in cellink.partition_d1_to_d2 if k == i][0]]\n", " for j in range(len(cell_id)):\n", " ori_ct = combined_adata[cell_id, :].obs['cell_type1'].iloc[j]\n", " target_cell_types = protein_adata_filter[protein_id, :].obs['cell_type1']\n", " weight_distribution = {}\n", " for target_cell_type in np.unique(target_cell_types):\n", " # Find indices of cells in the target dataset belonging to this cell type\n", " target_indices = np.where(target_cell_types == target_cell_type)[0]\n", " # Sum the weights in the transport map for these indices\n", " # This gives the total transport weight directed towards cells of this target cell type\n", " total_weight = cellink.cell_correspondence_partition1[i][j, target_indices].sum()\n", " # Store the total weight in the dictionary\n", " weight_distribution[target_cell_type] = total_weight\n", " sct = ori_ct # change into self\n", " pct = max(weight_distribution, key = weight_distribution.get)\n", " rna_source_ct_array[cell_id[j]] = sct \n", " rna_predict_ct_array[cell_id[j]] = pct\n", " rna_aligned_protein[cell_id[j]] = cellink.feature_imputation_partition1[i][j]\n", "\n", "# Repeat for protein batches\n", "for i in range(len(cellink.partition2)):\n", " cell_id = cellink.partition2[i]\n", " rna_id = cellink.partition1[[k for (k, j) in cellink.partition_d1_to_d2 if j == i][0]]\n", " for j in range(len(cell_id)):\n", " ori_ct = protein_adata_filter[cell_id, :].obs['cell_type1'].iloc[j]\n", " target_cell_types = combined_adata[rna_id, :].obs['cell_type1']\n", " weight_distribution = {}\n", " for target_cell_type in np.unique(target_cell_types):\n", " # Find indices of cells in the target dataset belonging to this cell type\n", " target_indices = np.where(target_cell_types == target_cell_type)[0]\n", " # Sum the weights in the transport map for these indices\n", " # This gives the total transport weight directed towards cells of this target cell type\n", " total_weight = cellink.cell_correspondence_partition2[i][j, target_indices].sum()\n", " # Store the total weight in the dictionary\n", " weight_distribution[target_cell_type] = total_weight\n", " sct = ori_ct # change into self\n", " pct = max(weight_distribution, key = weight_distribution.get)\n", " protein_source_ct_array[cell_id[j]] = sct \n", " protein_predict_ct_array[cell_id[j]] = pct\n", " protein_aligned_rna[cell_id[j]] = cellink.feature_imputation_partition2[i][j]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualization\n", "\n", "Compute UMAPs and produce embedding panels and confusion matrices to evaluate alignment." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Perform UMAP embedding on concatenated features for visualization\n", "import umap\n", "matched_rna = rna_source_ct_array == rna_predict_ct_array\n", "matched_protein = protein_source_ct_array == protein_predict_ct_array\n", "\n", "scrna_all = np.concatenate([combined_adata.X, rna_aligned_protein], axis = 1)\n", "codex_all = np.concatenate([protein_aligned_rna, protein_adata_filter.X], axis = 1)\n", "dataall_2 = np.concatenate([scrna_all, codex_all], axis = 0)\n", "embedding_2 = umap.UMAP(n_components=2, n_epochs = 500, n_neighbors = 15, random_state = 30, min_dist = 0.5).fit_transform(dataall_2)\n", "ct_array_double_2 = np.concatenate([rna_source_ct_array, protein_source_ct_array], axis = 0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Perform PCA to reduce dimensionality before computing UMAP. This often speeds UMAP and removes noise while preserving major structure. We use 30 PCs in this example." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "from sklearn.decomposition import PCA\n", "pca = PCA(n_components=30, random_state=0)\n", "data_pca = pca.fit_transform(dataall_2)\n", "\n", "# Then apply UMAP on PCA-reduced data\n", "embedding_2 = umap.UMAP(\n", " n_components=2,\n", " n_neighbors=15,\n", " min_dist=0.5,\n", " n_epochs=500,\n", " random_state=30\n", ").fit_transform(data_pca)\n", "ct_array_double_2 = np.concatenate([rna_source_ct_array, protein_source_ct_array], axis = 0)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from matplotlib.lines import Line2D\n", "import matplotlib.pyplot as plt\n", "datatype = ['scRNA', 'CODEX']\n", "ct_array_double = ct_array_double_2\n", "#datatype_array_double = np.concatenate([np.repeat(datatype[0], sum(matched_rna)), np.repeat(datatype[1], sum(matched_protein))], axis = 0)\n", "ct_array1 = combined_adata.obs['cell_type1'].values\n", "ct_array2 = protein_adata_filter.obs['cell_type1'].values \n", "\n", "color_palette = plt.cm.tab10(np.linspace(0, 1, 10))[::-1]\n", "cts = np.unique(ct_array_double)\n", "num_type = len(cts)\n", "if num_type > 10:\n", " repeats = -(-num_type // 10)\n", " color_palettes = np.tile(color_palette, (repeats, 1))\n", " colors = color_palettes[:num_type]\n", "else:\n", " colors = color_palette[:num_type]\n", "colorbar = {t: colors[i] for i, t in enumerate(cts)}\n", "\n", "manual_colors = ['#F26B78', '#7995CC', '#F4E41E']\n", "for i, color in enumerate(manual_colors):\n", " if i < len(cts):\n", " colorbar[cts[i]] = np.array([int(color.strip('#')[j:j+2], 16) / 256 for j in (0, 2, 4)] + [1]) # Convert hex to RGB tuple\n", "\n", "if len(cts) >= 4:\n", " colorbar[cts[3]] = (0, 0.6, 0.2, 1.0)\n", " \n", "color_points = np.array([colorbar[i] for i in ct_array_double])\n", "\n", "# dts = np.unique(datatype_array_double)\n", "# color_datatype = [\"#FFA500\", \"#004D99\"]\n", "# colorbardt = {t: color_datatype[i] for i, t in enumerate(dts)}\n", "# color_dt = np.array([colorbardt[i] for i in datatype_array_double])\n", "\n", "grey = np.array([0.95, 0.95, 0.95, 0.1])[np.newaxis, :]\n", "\n", "protein_id = np.array(range(0, len(ct_array1)))\n", "rna_id = np.array(range(len(ct_array1), len(ct_array_double)))\n", "color_points1 = color_points.copy()\n", "color_points1[rna_id, :] = grey\n", "color_points2 = color_points.copy()\n", "color_points2[protein_id, :] = grey\n", "\n", "fig, axs = plt.subplots(1, 2, figsize=(12, 6))\n", "axs[0].scatter(embedding_2[:,0], embedding_2[:,1], color=color_points1, s=5.)\n", "axs[1].scatter(embedding_2[:,0], embedding_2[:,1], color=color_points2, s=5.)\n", "axs[0].set_title('scRNA highlighted Embeddings')\n", "axs[1].set_title('CODEX highlighted Embeddings')\n", "axs[0].set_xlabel('UMAP-1')\n", "axs[0].set_ylabel('UMAP-2')\n", "axs[1].set_xlabel('UMAP-1')\n", "axs[1].set_ylabel('UMAP-2')\n", "for i in axs:\n", " i.set_facecolor('none')\n", "fig.patch.set_facecolor('none')\n", "\n", "legend_celltype = [Line2D([0], [0], marker='o', color='w', label=f'{t}',\n", " markerfacecolor=c, markersize=10) for t, c in colorbar.items()]\n", "# legend_dt = [Line2D([0], [0], marker='o', color='w', label=f'{t}',\n", "# markerfacecolor=c, markersize=10) for t, c in colorbardt.items()]\n", "\n", "axs[0].legend(handles = legend_celltype, title = \"Cell Types\", loc = \"lower right\")\n", "#plt.gca().add_artist(legend1)\n", "axs[1].legend(handles = legend_celltype, title = \"Cell Types\", loc = \"lower right\")\n", "\n", "\n", "#plt.savefig('/home/luosanj/alignment/CelLink/benchmark/CelLink_figures/pancreas_uot.pdf', transparent=True, format = 'pdf')\n", "plt.show()\n" ] } ], "metadata": { "kernelspec": { "display_name": "CelLink", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.18" } }, "nbformat": 4, "nbformat_minor": 2 }