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).

• Microarray analysis: genome-scale hypothesis scanning.

  PMID 14551912 · PMC212694 · PLoS biology · 2003 · 8 claims · 5 setups

  Full-text index only

  Microarrays can be used to both test and generate hypotheses, not merely to fish for candidate genes.

  drosophila yeast diffuse breast microarray integrated gene

• A network-based model of Aspergillus fumigatus elucidates regulators of development and defensive natural products of an opportunistic pathogen.

  PMID 41505094 · PMC12781895 · Nucleic acids research · 2026 · 8 claims · 5 setups

  Has reproduction · 78

  A comprehensive genome-wide gene regulatory network resource for A. fumigatus (GRAsp) was constructed from 18 RNA-seq datasets using MERLIN-P-TFA.

  aspergillus fumigatus bulk computational chip-seq-based

• Developing a thyroid cancer differentiation state classification system using deep residual networks and metabolic signature profiling.

  PMID 40993300 · PMC12460824 · NPJ digital medicine · 2025 · 8 claims · 7 setups

  Has reproduction

  A ResNet classifier built on a 10-gene metabolic signature distinguishes all thyroid cancer differentiation states with ~92.7% average accuracy.

  fuscc epithelial aggregated untargeted whole-exome bulk

• Transgenerational inheritance of an acquired small RNA-based antiviral response in C. elegans.

  PMID 22119442 · PMC3250924 · Cell · 2011 · 8 claims · 8 setups

  Has reproduction · 68

  viRNA-mediated silencing of the FR1gfp Flock House virus is transmitted to RNAi-deficient (rde-1 or rde-4 homozygous) progeny and persists for many ensuing generations, i.e. an acquired antiviral trait is inherited.

  transgenic elegans four gfp genetic template-independence

• Genetics of circulating inflammatory proteins identifies drivers of immune-mediated disease risk and therapeutic targets.

  PMID 37563310 · PMC10457199 · Nature immunology · 2023 · 8 claims · 8 setups

  Has reproduction · 93

  Genome-wide pQTL mapping of 91 inflammation-related plasma proteins in 14,824 participants identified 180 pQTLs (59 cis, 121 trans).

  plasma blood tissues pqtl genome-wide pqtl cis-eqtl

• HUPO Highlights.

  PMID 19862759 · PMC4594800 · Proteomics · 2009 · 8 claims · 8 setups

  Full-text index only

  Mass spectrometry analysis of human liver reference samples (French Reference liver + Huh7 hepatoma cells) achieves substantial human genome coverage via PeptideAtlas processing

  liver subcellular models fetal mass antibody-based quantitative

• MirDIP 5.2: tissue context annotation and novel microRNA curation.

  PMID 36453996 · PMC9825511 · Nucleic acids research · 2023 · 7 claims · 6 setups

  Has reproduction · 89

  mirDIP 5.2 removed eight outdated resources, added miRNATIP, and ran five prediction algorithms against miRBase and mirGeneDB miRNAs to expand and improve interaction coverage

  mirnas disease novel type mirna small bulk

• Integration of Transcriptomics With Interpretable Artificial Intelligence for Identifying Molecular Signatures of Physiological Stress in Sleep Deprivation.

  PMID 42216239 · PMC13240488 · Journal of cellular and molecular medicine · 2026 · 8 claims · 8 setups

  Has reproduction · 49

  S100A3 is a robust candidate biomarker showing consistent discriminatory performance across the acute sleep deprivation training cohort, an independent sleep deprivation cohort, and a chronic insomnia cohort.

  peripheral blood normal integrated bulk interpretable immune