{ "cells": [ { "cell_type": "markdown", "id": "364b92a8", "metadata": {}, "source": [ "# Tutorial: Diffusion Map Embedding & Label Transfer with **acdc_py**\n", "\n", "Warning: to perform this tutorial, it is necessary to first run the ICS ACDC tutorial and save the resulting protein activity AnnData locally.\n", "\n", "A **diffusion map** is a powerful nonlinear dimensionality reduction technique, particularly useful for capturing intrinsic structures in single-cell data. It's often used for visualization and pre-processing, especially when analyzing dynamic biological processes or subtle differences between cell states.\n", "\n", "In many applications, we may have **reference single-cell data**—for example, from healthy tissue—and want to compare it to **query data**, such as cells from a diseased condition. A key question is: *how similar are the query cells to the reference cells in various embedding spaces, such as PCA, UMAP, or diffusion maps?*\n", "\n", "Once both datasets are aligned in a common space, we can perform **label transfer**, propagating known annotations (e.g. cell types) from the reference to the query data. While **Scanpy’s `ingest`** function supports mapping and label transfer in PCA/UMAP space, it does not support **diffusion maps**, and its all-in-one design makes it hard to control mapping and label transfer independently.\n", "\n", "**ACDC** addresses these limitations by providing:\n", "- `acdc_py.tl.diffusion_reference_mapping`: a flexible diffusion map implementation with support for **Nyström extension** (query mapping)\n", "- `acdc_py.tl.transfer_labels_anndata`: a modular, standalone **label transfer method** that can operate in any space, including the mapped diffusion space or PCA.\n", "\n", "Both methods work with reference and query AnnData objects.\n", "\n", "---\n", "\n", "## In this hands-on tutorial, we’ll explore how to:\n", "\n", "0. **Load an AnnData and split it into query and reference data**, to simulate a real case scenario.\n", "1. **Compute diffusion map embeddings** on the reference data\n", "2. **Project new (query) cells** onto the reference data via the Nyström extension \n", "3. **Transfer cell-type labels** learned with ACDC using a KNN classifier in the learned reference + mapped query space (diffusion space or PCA space)\n", "4. **Evaluate the accuracy** of the label transfer method when ground truth labels for the query are available.\n", "\n", "---\n", "\n", "**Prerequisites:** \n", "- An environment with `acdc_py` installed \n", "\n", "Let’s get started!\n" ] }, { "cell_type": "markdown", "id": "000733fd", "metadata": {}, "source": [ "## 1. Load Protein Activity Data\n", "In the previous tutorial, we used ACDC to assign clusters to each cell in the protein activity AnnData. We split this AnnData into query and reference cells AnnDatas, to simulate a real world scenario in which some cells are labelled and some are not. Knowing the true labels of the query cells will allow us to evaluate the performance of the label transfer step.\n", "\n", "Note: it is not necessary to use protein activity data to perform these steps. It can be run on scRNAseq or other modalities as well. " ] }, { "cell_type": "code", "execution_count": 3, "id": "0e972043", "metadata": {}, "outputs": [], "source": [ "import warnings\n", "# Hide non-critical warnings for a cleaner notebook output\n", "warnings.filterwarnings(\"ignore\")\n", "\n", "import numpy as np # Numerical computing\n", "import scanpy as sc # Single‑cell analysis framework\n", "import acdc_py as acdc # Our diffusion map & label‑transfer toolkit" ] }, { "cell_type": "code", "execution_count": 4, "id": "7c0aee70", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 3656 × 3188\n", " obs: 'n_counts', 'ct_score', 'ct_pseudotime', 'ct_num_exp_genes', 'clusters', 'subclusters'\n", " uns: 'GS_results_dict', 'clusters_colors', 'gex_data', 'knn', 'louvain', 'neighbors', 'pca', 'subclusters_colors'\n", " obsm: 'X_pca', 'X_umap'\n", " varm: 'PCs'\n", " obsp: 'connectivities', 'corr_dist'" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Load locally saved protein activity AnnData, saved locally after completing the ICS tutorial.\n", "pax_data = sc.read_h5ad(\"output/pax_data.h5ad\")\n", "\n", "pax_data" ] }, { "cell_type": "code", "execution_count": 5, "id": "66696fa0", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# We show the current UMAP of the protein AnnData (reference + query together) \n", "# with the ground truth labels obtained by running ACDC in the ICS tutorial.\n", "sc.pl.umap(pax_data, color=\"clusters\")" ] }, { "cell_type": "markdown", "id": "441a724a", "metadata": {}, "source": [ "We split the protein activity AnnData into query and reference for demonstrative purposes." ] }, { "cell_type": "code", "execution_count": 6, "id": "49ba08d3", "metadata": {}, "outputs": [], "source": [ "# Set seed for reproducibility\n", "seed = 42\n", "np.random.seed(seed)\n", "\n", "# Reference vs query cells split\n", "cell_fraction = 0.8 # 80% reference cells, 20% query cells\n", "\n", "# Get total number of cells\n", "n_cells = pax_data.n_obs\n", "\n", "# Shuffle and split indices\n", "indices = np.random.permutation(n_cells)\n", "split_point = int(n_cells * cell_fraction) \n", "ref_indices = indices[:split_point]\n", "query_indices = indices[split_point:]\n", "\n", "# Create reference and query AnnData objects\n", "adata_ref = pax_data[ref_indices].copy()\n", "adata_query = pax_data[query_indices].copy()\n" ] }, { "cell_type": "markdown", "id": "985f0bce", "metadata": {}, "source": [ "## 2. Compute Diffusion Map & Nyström Extension\n", "\n", "In this step, we compute a **diffusion map embedding** on the reference dataset, and then **project the held-out query cells** into the same diffusion space using the **Nyström extension** method. This enables consistent visualization and downstream analysis of both datasets in a shared low-dimensional space.\n", "\n", "The `acdc.tl.diffusion_reference_mapping()` function offers several tunable parameters:\n", "\n", "- **`embedding_key=\"X\"`** \n", " Specifies the input representation used to compute the diffusion map. \n", " Use `\"X\"` to apply the method directly to `.X`, or provide the name of a custom representation stored in `.obsm`.\n", "\n", "- **`neigen=2`** \n", " Number of diffusion components (dimensions) to compute. These serve as the coordinates in the resulting diffusion space.\n", "\n", "- **`pca_comps=None`** \n", " *(Optional)* Number of principal components to use for preprocessing before constructing the diffusion map. \n", " Reducing dimensionality via PCA can significantly speed up computation, at the potential cost of minor loss in mapping accuracy.\n", "\n", "- **`k=None`** \n", " *(Optional)* Number of nearest neighbors to consider when building the affinity matrix. \n", " If provided, a sparse k-NN graph is used instead of the full pairwise distance matrix. Use together with a X_pca embedding key or other lower dimensional spaces to speed up computation on larger datasets.\n", "\n", "- **`plot=True`:** \n", "*(Optional)* You can visualize the reference and query cells together in the resulting diffusion space by setting to `True`.\n", "\n", "> **Note:** Applying PCA and/or using a reduced number of neighbors (K) can make 2D diffusion maps less visually clear, while the label transfer performance positively or negatively. PCA reduces the computation time for generating the reference diffusion map. Using K further speeds up the process, but only if PCA is also applied—otherwise, computation time may increase significantly. For large datasets, using both PCA and may K greatly reduce run time." ] }, { "cell_type": "code", "execution_count": 7, "id": "feabd718", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Computing diffusion map (2 components) on reference...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Extending to query via Nyström extension...\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Stored embeddings in .obsm['X_diffmap'] and details in .uns['diffusion_results'].\n" ] } ], "source": [ "acdc.tl.diffusion_reference_mapping(\n", " adata_ref, # Reference AnnData \n", " adata_query, # Query AnnData\n", " embedding_key=\"X\", # Input reference representation to the diffusion map dimensionality reduction.\n", " neigen=2, # Number of output dimensions in diffusion space \n", " pca_comps=None, # Number of PCA components to apply to input data before running diffusion map \n", " k=None, # Number of neighbors to use in the diffusion map graph affinity matrix. Use together with PCA to speed up computation. \n", " plot=True # Whether to plot the reference+mapped query 2D diffusion coordinates or not \n", ")" ] }, { "cell_type": "markdown", "id": "fad5510b", "metadata": {}, "source": [ "### Interpreting the Diffusion Map Plot\n", "\n", "Here, we visualize the first two diffusion components, showing reference and query cells separately (first row) and in the same low-dimensional space (second row). This allows us to inspect how well the query cells were mapped to the reference structure.\n", "\n", "However, this is only the **first step** in evaluating mapping quality. The **next step** is to check whether the transferred labels on the query match their original (ground truth) labels — providing a more objective measure of alignment accuracy.\n" ] }, { "cell_type": "markdown", "id": "4a44ec2f", "metadata": {}, "source": [ "## 3. Transfer Labels from Reference to Query\n", "\n", "Once the query cells have been mapped into a common embedding space (e.g. diffusion map or PCA), we can transfer labels from the reference dataset using a **K-nearest neighbors classifier**.\n", "\n", "The `acdc.tl.transfer_labels_anndata()` function performs this label transfer and optionally evaluates prediction accuracy if ground-truth labels are available.\n", "\n", "### Key Parameters:\n", "\n", "- **`embedding_key=\"X_diffmap\"`** \n", " Specifies the space in which to perform KNN label transfer. Only `X_diffmap`, `X_pca` or `X` are supported, which correspond to the diffusion map space, PCA space, or the original gene expression (here, protein activity) space. We suggest to use either `X_pca` or `X_diffmap` for speed and performance.\n", "\n", "- **`pca_comps=None`** \n", " *(Optional)* Number of PCA components to compute before label transfer. If a number is provided, and the embedding key is set on `X_pca`, PCA will be computed de novo on the reference using specified components and query cells will be mapped onto the reference using the PCA loadings (components) before running label transfer. If left as `None`, the function expects `X_diffmap` or `X` as the embedding key. This argument will be ignored unless the embedding key is set on `X_pca`.\n", "\n", "- **`label_key=\"leiden\"`** \n", " The key in `ref_adata.obs` that contains the labels to transfer (e.g., cell clusters or types).\n", "\n", "- **`n_neighbors=15`** \n", " The number of neighbors used in the KNN classifier.\n", "\n", "- **`ground_truth_label=\"true_leiden\"`** \n", " *(Optional)* If provided, the accuracy of transferred labels is computed by comparing them to known labels in `query_adata.obs[ground_truth_label]`.\n", "\n", "- **`plot_labels=True`** \n", " Visualizes the predicted vs. ground-truth labels using the selected embedding." ] }, { "cell_type": "code", "execution_count": 8, "id": "0dfd0d3f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Labels transferred to query .obs['clusters'] using X_diffmap embedding.\n", "Accuracy against 'clusters': 0.89\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "acdc.tl.transfer_labels(\n", " ref_adata=adata_ref, # Reference AnnData \n", " query_adata=adata_query, # Query AnnData\n", " embedding_key='X_diffmap', # Either X_pca, X_diffmap, or X \n", " pca_comps=15, # Use with embedding_key='X_pca' to run query to ref mapping using PCA \n", " label_key='clusters', # Label key in reference AnnData \n", " n_neighbors=15, # k in k-NN classifier. Determines the resolution of the label transfer. \n", " ground_truth_label=\"clusters\", # If ground truth available, it will be used to assess label transfer accuracy\n", " plot_labels=True, # Plot ground truth and predicted labels of the query if ground truth is available\n", " plot_embedding_key=\"X_umap\" # Choose the representation for plotting the query AnnData \n", ")" ] }, { "cell_type": "markdown", "id": "a7ceeb45", "metadata": {}, "source": [ "### Interpreting Label Transfer Outcomes \n", "\n", "We can assess the quality of the query-to-reference mapping in two ways:\n", "\n", "- **Qualitatively**, by visually comparing the predicted labels (transferred from the reference) with the ground truth labels on the UMAP plot.\n", "- **Quantitatively**, by reviewing the printed accuracy score.\n", "\n", "In this example, label transfer was performed in the **diffusion map space**, resulting in an **accuracy of 98%**. This means that out of every 100 query cells, 89 were assigned the correct cluster label based on their position in the mapped space. " ] } ], "metadata": { "kernelspec": { "display_name": "acdc", "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": "3.10.17" } }, "nbformat": 4, "nbformat_minor": 5 }