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).

• multiDEGGs: Single or Multiomic Differential Network Analysis for Biomarker Discovery and Feature Engineering for Predictive Modeling.

  PMID 41993882 · PMC13082464 · Computational and structural biotechnology journal · 2026 · 8 claims · 3 setups

  Full-text index only

  multiDEGGs is a CRAN R package enabling differential network analysis in single or multiomic scenarios by identifying differentially expressed gene-gene pairs rather than single differentially expressed genes

  synthetic synovial eight simulated bulk machine

• Transcriptome profiling of osteoclast subsets associated with arthritis: A pathogenic role of CCR2(hi) osteoclast progenitors.

  PMID 36591261 · PMC9797520 · Frontiers in immunology · 2022 · 8 claims · 6 setups

  Has reproduction · 50

  CCR2hi and CCR2lo periarticular bone marrow OCP subsets show a disparate transcriptome (863 differentially expressed genes)

  sorted rna-seq periarticular bulk gene flow

• Single-cell and spatial profiling of peripheral blood and synovium unveils pro-arthritis CNBP(+) myeloid cells.

  PMID 41928282 · PMC13169754 · Journal of translational medicine · 2026 · 8 claims · 8 setups

  Full-text index only

  Peripheral CNBP+ monocytes are expanded and show elevated 'inflammatory response' pathway scores in arthritis patients

  peripheral blood synovial arthritis single-cell bulk immunofluorescence

• DESE: estimating driver tissues by selective expression of genes associated with complex diseases or traits.

  PMID 31694669 · PMC6836538 · Genome biology · 2019 · 8 claims · 8 setups

  Has reproduction · 56

  DESE is a unified iterative framework that estimates driver tissues of complex diseases/traits from tissue-selective expression of GWAS-associated genes, and outputs prioritized susceptibility genes as a byproduct

  tissues schizophrenia bipolar coronary rna-seq gwas gene

• WBT-DC pipeline: a cross-cohort and cross-platform disease classification pipeline based on whole-blood transcriptomics.

  PMID 42116144 · PMC13173921 · Journal of translational medicine · 2026 · 8 claims · 8 setups

  Full-text index only

  WBT-DC integrates rank-based GSVA feature extraction with an ensemble random forest framework using cross-validation and hyperparameter optimization to mitigate batch effects.

  blood circulating whole-blood bulk microarray single-cell

• Protocol for transcriptomic and epigenomic analysis of JAK inhibitor sensitivity in IFN-γ-primed human macrophages using ATAC-seq and RNA-seq.

  PMID 41313685 · PMC12702366 · STAR protocols · 2025 · 7 claims · 7 setups

  Has reproduction · 85

  Integrated ATAC-seq and RNA-seq protocol to profile JAK inhibitor sensitivity in IFN-γ-primed human macrophages

  thp-1-derived ifn-γ-primed thp-1 rheumatoid atac-seq rna-seq microarray

• Disruption of metabolic licensing by JAK inhibitors constrains CD8 T cell activation and effector function.

  PMID 41876467 · PMC13039990 · Cell death & disease · 2026 · 8 claims · 8 setups

  Full-text index only

  JAKis targeting JAK1, JAK1/2, or JAK1/3 markedly reduce CD8 T cell activation markers, proliferation, and effector molecule (TNF, granzyme B) production

  naive memory activated sorted flow scenith cd8