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).

• Topologically inferring pathway activity toward precise cancer classification via integrating genomic and metabolomic data: prostate cancer as a case.

  PMID 26286638 · PMC4541321 · Scientific reports · 2015 · 6 claims · 6 setups

  Has reproduction · 76

  DRW-GM evaluates gene topological importance by directed random walk on a global gene–metabolite pathway graph integrating gene expression and metabolomic profiles to infer pathway activities

  prostate matched gse8511 gene metabolomic pathway

• Genomic regions and candidate genes selected during the breeding of rice in Vietnam.

  PMID 35899250 · PMC9309459 · Evolutionary applications · 2022 · 8 claims · 7 setups

  Has reproduction · 75

  XP-CLR and FST scans identify genomic regions with distorted allele frequency/differentiation patterns resulting from differential selective pressures between Vietnamese rice subpopulations

  vietnamese indica subpopulation whole-genome whole-genome xp-clr fst

• A network model for the correlation between epistasis and genomic complexity.

  PMID 18648534 · PMC2481279 · PloS one · 2008 · 8 claims · 5 setups

  Full-text index only

  In small networks with multifunctional nodes, lack of redundancy, and absence of alternative pathways, epistasis is antagonistic on average.

  two-pathway network

• Systematic assessment of pathway databases, based on a diverse collection of user-submitted experiments.

  PMID 36088548 · PMC9487593 · Briefings in bioinformatics · 2022 · 8 claims · 6 setups

  Has reproduction · 94

  Well-established, hierarchically organized pathway annotation systems (e.g. GO, Reactome, KEGG) yield the best overall enrichment performance despite covering much of the human genome only in general terms.

  user-submitted string pubmed protein-coding gene hierarchical text-mining

• Genome-wide kinetic properties of transcriptional bursting in mouse embryonic stem cells.

  PMID 32596448 · PMC7299619 · Science advances · 2020 · 8 claims · 8 setups

  Has reproduction · 57

  Transcriptional bursting kinetics is regulated by a combination of promoter- and gene body-binding proteins, including the polycomb repressive complex 2 (PRC2) and transcription elongation factors

  cast knock-in mesc mescs single-cell single-molecule flow

• Gut-derived Lactobacillus from exceptional responders mitigates chemoradiotherapy-induced intestinal injury through methionine-driven epigenetic modulation.

  PMID 40469520 · PMC12130557 · iMeta · 2025 · 8 claims · 8 setups

  Has reproduction · 89

  High pretreatment abundance of Lactobacillus (and Bifidobacterium) in gut microbiota correlates with absence of ACRIII in rectal cancer patients

  fecal bacterial whole-abdomen cecal metagenomic random fecal

• In vivo antiviral host transcriptional response to SARS-CoV-2 by viral load, sex, and age.

  PMID 32898168 · PMC7478592 · PLoS biology · 2020 · 8 claims · 8 setups

  Has reproduction · 89

  SARS-CoV-2 infection induces a strong interferon-driven antiviral response in the nasopharynx, with up-regulation of viral sensors, T cell/NK chemokines, and antiviral effectors

  nasopharyngeal airway patient-matched swab shotgun gsea biological

• TransOrGAN: An Artificial Intelligence Mapping of Rat Transcriptomic Profiles between Organs, Ages, and Sexes.

  PMID 37200521 · PMC10433534 · Chemical research in toxicology · 2023 · 8 claims · 5 setups

  Has reproduction · 84

  TransOrGAN can infer transcriptomic profiles between any 2 of 9 rat organs with an average cosine similarity of 0.984 versus real profiles

  fischer computational transcriptomic same bulk gan-based autoencoder

• RNA Editing Alterations Define Disease Manifestations in the Progression of Experimental Autoimmune Encephalomyelitis (EAE).

  PMID 36429012 · PMC9688714 · Cells · 2022 · 7 claims · 7 setups

  Has reproduction · 37

  RNA-editing events mediated by APOBEC and ADAR deaminases are significantly reduced throughout the course of EAE disease progression

  brain rna-edited brain-isolated naïve rna-seq pathway pcr

• Differentiation status determines the effects of IFNγ on the expression of PD-L1 and immunomodulatory genes in melanoma.

  PMID 39736644 · PMC11687009 · Cell communication and signaling : CCS · 2024 · 8 claims · 8 setups

  Has reproduction · 61

  Dedifferentiation via MITF knockdown renders 624Mel melanoma cells hypersensitive to IFNγ, producing non-additive (synergistic) upregulation of IFNγ-induced genes.

  624mel yumm1.7 patient-derived qpcr sequencing luminex

• 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