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).

• Diapause vs. reproductive programs: transcriptional phenotypes in a keystone copepod.

  PMID 33782539 · PMC8007741 · Communications biology · 2021 · 8 claims · 7 setups

  Has reproduction · 57

  t-SNE clustering of all-gene expression data groups field-collected (diapause program) samples into one cluster while early and late culture (reproductive program) samples separate into two distinct phenotypes

  calanus same 11k degs bulk dimensionality differential

• Visualizing stability: a sensitivity analysis framework for t-SNE embeddings.

  PMID 41552665 · PMC12808344 · Frontiers in bioinformatics · 2025 · 8 claims · 5 setups

  Full-text index only

  The Implicit Function Theorem, combined with automatic differentiation, can be used to efficiently compute the complete sensitivity Jacobian of a converged t-SNE embedding with respect to the input data, avoiding differentiation through the full iterative optimizer.

  bulk proteomics single-cell biological t-sne gaussian

• GREIN: An Interactive Web Platform for Re-analyzing GEO RNA-seq Data.

  PMID 31110304 · PMC6527554 · Scientific reports · 2019 · 8 claims · 7 setups

  Has reproduction · 73

  GREIN is a web application providing user-friendly interfaces to manipulate, visualize, and analyze GEO RNA-seq data.

  mcf10a nde&dt hypoxia bulk correlation pca

• Comprehensive comparison of gene expression diversity among a variety of human stem cells.

  PMID 36458020 · PMC9706419 · NAR genomics and bioinformatics · 2022 · 8 claims · 8 setups

  Has reproduction · 71

  Tissue origin has a stronger influence on gene expression in iPSCs than in other stem cell types

  escs stem batch-corrected degs bulk batch dimensionality

• Omics Playground: a comprehensive self-service platform for visualization, analytics and exploration of Big Omics Data.

  PMID 33575569 · PMC7671354 · NAR genomics and bioinformatics · 2020 · 8 claims · 5 setups

  Has reproduction · 61

  Omics Playground is a user-friendly, interactive self-service platform for in-depth analysis, visualization, and interpretation of transcriptomics and proteomics data, including single-cell RNA-seq.

  l1000 bulk lc-ms single-cell

• Interpretable artificial intelligence based on immunoregulation-related genes predicts prognosis and immunotherapy response in lung adenocarcinoma.

  PMID 41048340 · PMC12491262 · Frontiers in bioinformatics · 2025 · 8 claims · 8 setups

  Has reproduction · 71

  IRG expression pattern clusters LUAD patients into groups with significantly different survival outcomes and immune cell infiltration

  luad normal bulk wgcna tumor

• OTX2 inhibits human pluripotent stem cell reprogramming toward 8-cell-like and morula-like states.

  PMID 41554740 · PMC12909843 · Nature communications · 2026 · 8 claims · 8 setups

  Full-text index only

  OTX2 establishes a repressive barrier to the induction of 8CLCs from primed hPSCs

  tprx1-egfp otx2-ko primed preimplantation flow bulk single-cell

• Irisin ameliorates obesity and insulin resistance via adipose tissue IL-33 and regulatory T cells.

  PMID 41933175 · PMC13052164 · Nature metabolism · 2026 · 8 claims · 8 setups

  Has reproduction · 48

  Irisin modulates adipose tissue inflammation by increasing IL-33 production and preserving ST2+ regulatory T cells in white adipose tissues, thereby improving obesity and glucose intolerance.

  4-week-old hfd-fed bat iwat aav8-mediated body intraperitoneal

• Grad-seq identifies KhpB as a global RNA-binding protein in Clostridioides difficile that regulates toxin production.

  PMID 37223250 · PMC10117727 · microLife · 2021 · 8 claims · 9 setups

  Has reproduction · 50

  Grad-seq resolves in-gradient sedimentation profiles for ~87-88% of annotated C. difficile transcripts and ~50% of annotated proteins, providing a comprehensive RNA-protein complexome resource

  difficile grad-seq rna-seq lc-ms