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).

• 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

• Mining the equine gut metagenome: poorly-characterized taxa associated with cardiovascular fitness in endurance athletes.

  PMID 36192523 · PMC9529974 · Communications biology · 2022 · 8 claims · 8 setups

  Has reproduction · 68

  Built an integrated horse gut microbiome gene catalog (~25 million unique genes) and 372 metagenome-assembled genomes (MAGs) spanning 4179 genera and 95 phyla

  fecal horse dominant plasma shotgun taxonomic functional

• Itaconate and derivatives reduce interferon responses and inflammation in influenza A virus infection.

  PMID 35025971 · PMC8846506 · PLoS pathogens · 2022 · 8 claims · 8 setups

  Has reproduction · 95

  Acod1 expression and itaconate synthesis are induced in mouse lung during IAV infection and correlate with inflammation and disease severity

  lung c57bl pbmcs macrophages bulk metabolomics histopathology

• Metagenomic and Untargeted Metabolomic Analysis of the Effect of Sporisorium reilianum Polysaccharide on Improving Obesity.

  PMID 37107373 · PMC10137368 · Foods (Basel, Switzerland) · 2023 · 6 claims · 6 setups

  Has reproduction

  SRP intervention reduces obesity, serum lipid levels, hepatic lipid accumulation, and adipocyte hypertrophy in high-fat-diet rats, especially at high dose.

  rats liver fecal srp body serum histology

• Monocarboxylate Transporter-2 Expression Restricts Tumor Growth in a Murine Model of Lung Cancer: A Multi-Omic Analysis.

  PMID 34638954 · PMC8508890 · International journal of molecular sciences · 2021 · 7 claims · 7 setups

  Has reproduction · 53

  Reduced MCT2 expression promotes increased tumor growth and local invasiveness in a murine TC1 lung carcinoma model

  mct2 tumor tumor-associated fecal western tumor transmission

• Assembly of Macromolecular Complexes in the Whole-Cell Model of a Minimal Cell.

  PMID 41427637 · PMC12794154 · The journal of physical chemistry. B · 2026 · 8 claims · 6 setups

  Has reproduction · 67

  The assembly of 21 unique macromolecular complexes (20 plus a reduced ribosome biogenesis model) was incorporated into the existing whole-cell kinetic model of Syn3A.

  jcvi-syn3a syn3a simulated hybrid chemical ordinary

• Pathway analysis of kidney cancer using proteomics and metabolic profiling.

  PMID 17123452 · PMC1665458 · Molecular cancer · 2006 · 8 claims · 8 setups

  Full-text index only

  31 proteins are differentially expressed with high statistical significance (p<0.05) in ccRCC tumor tissue compared to adjacent non-malignant kidney tissue

  ccrcc rcc computational random gel immunoblotting immunohistochemistry

• Alginate oligosaccharides improve germ cell development and testicular microenvironment to rescue busulfan disrupted spermatogenesis.

  PMID 32194870 · PMC7053202 · Theranostics · 2020 · 8 claims · 8 setups

  Has reproduction · 79

  AOS rescues busulfan-disrupted spermatogenesis in vivo by increasing the proportion of germ cells (spermatocytes and spermatids)

  icr spermatozoa testis plasma single-cell computer-assisted immunofluorescence

• A big circuit model.

  PMID 12940284 · PMC1316925 · Environmental health perspectives · 2003 · 8 claims · 8 setups

  Full-text index only

  In early prostate carcinogenesis, apoptosis signals are primarily suppressed rather than growth rate being increased.

  prostate blood model genes microarray proteomic gene

• Enhancer Reprogramming Confers Dependence on Glycolysis and IGF Signaling in KMT2D Mutant Melanoma.

  PMID 33086062 · PMC7649750 · Cell reports · 2020 · 8 claims · 8 setups

  Has reproduction · 59

  KMT2D is a potent tumor suppressor in melanoma

  hmel-brafv600e tyr-creert2 tma kmt2d pooled xenograft genetically

• Systems biology: where it's at in 2005.

  PMID 16086862 · PMC1273629 · Genome biology · 2005 · 8 claims · 8 setups

  Full-text index only

  High-throughput genetic-interaction and physical-interaction maps show only minimal overlap with each other, whereas literature-derived genetic and physical interaction maps share a much greater fraction of edges

  saccharomyces drosophila environmental literature systematic genome-wide