Fig. 2: Benchmarking BC/LSI integration on simulated multiomic data.
From: Facilitate integrated analysis of single cell multiomic data by binarizing gene expression values
a UMAP of pre-binarized scRNA-seq data (Leiden resolution = 1.0). b UMAP of raw scATAC-seq data processed through Muon TF-IDF/LSI pipeline. c Ground-truth cell group relationship as a hierarchy tree used for data simulation. d Recovered cell group tree from the BC matrix. e UMAP of BC clusters colored by Leiden clusters (resolution = 0.9). f UMAP of BC clusters colored by cell groups. g UMAP of scMoMaT latent space embedding colored by cell groups. h UMAP of Multigrate integration results colored by cell groups. Source data are provided as a source Data file.
