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).

• Integrative epigenetics and transcriptomics identify aging genes in human blood.

  PMID 41554691 · PMC12820199 · Nature communications · 2026 · 8 claims · 5 setups

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  Age-associated DNAm changes are considerably more replicable across cohorts than age-associated transcriptomic changes

  blood pbmc bulk methylation integrative

• CellPredX, a computational framework for cross-data type, cross-sample, and cross-protocol cell type annotation through domain adaptation and deep metric learning.

  PMID 41481570 · PMC12758788 · PLoS computational biology · 2026 · 8 claims · 7 setups

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  CellPredX is a unified semi-supervised framework integrating domain adaptation and deep metric learning to align heterogeneous embeddings for cross-modality cell type annotation.

  pbmc fetal pancreas gse149683 matched unmatched cross-protocol

• TGF-β mediates epigenetic control of innate antiviral responses and SIV reservoir size.

  PMID 41862649 · PMC13043299 · Nature immunology · 2026 · 8 claims · 7 setups

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  Combo treatment (anti-IL-10 + anti-PD-1) induces IFN/antiviral gene signatures pre-ATI that are inversely correlated with CA-vDNA, CA-vRNA and 2-LTR circles post-ATI

  lnmcs plasma cd4+ rhesus bulk high-dimensional plasma