Experiments
Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).
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Deep single-cell decoding of human pancreatic islets reveals T2D β-cell gene expression defects.
PMID 41986506 · PMC13226668 · The EMBO journal · 2026 · 8 claims · 6 setups
Single-cell transcriptome profiling of 245,878 islet cells from 48 donors (ND/PD/T2D) identifies 14 distinct, robust islet cell types detected in every donor
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Multiomics and deep learning dissect regulatory syntax in human development.
PMID 41951735 · PMC13216069 · Nature · 2026 · 8 claims · 8 setups
The Human Development Multiomic Atlas (HDMA) is a single-cell atlas of chromatin accessibility and gene expression from 817,740 fetal cells across 12 organs, spanning 203 cell types
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An integrative single-nucleus multiomic atlas of the human left ventricle identifies gene regulatory network dynamics across cardiac development, aging, and disease.
PMID 41937210 · PMC13067603 · Genome biology · 2026 · 8 claims · 8 setups
Constructed an integrated multiomic atlas of the human left ventricle combining ~2.3M snRNA-seq nuclei from 299 donors and ~690K snATAC-seq nuclei from 106 donors
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Learning collective multicellular dynamics with an interacting mean field neural SDE model.
PMID 41564117 · PMC12854464 · PLoS computational biology · 2026 · 7 claims · 5 setups
scIMF models multicellular dynamics as interacting diffusion processes using a McKean-Vlasov SDE solved via Neural SDE, with a Transformer-based cell-wise attention mechanism approximating the distribution-dependent drift term