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).

• Metabolite-Centric Reporter Pathway and Tripartite Network Analysis of Arabidopsis Under Cold Stress.

  PMID 30258841 · PMC6143811 · Frontiers in bioengineering and biotechnology · 2018 · 8 claims · 8 setups

  Has reproduction · 83

  Metabolite-centric reporter pathway analysis (RPAm) computes reporter metabolites and reporter pathways from transcriptome P-values by aggregating Z-scores of neighboring genes in a genome-scale metabolic network

  arabidopsis gene-metabolite-pathway tripartite microarray metabolite-centric reporter

• 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 · 4 setups

  Has reproduction · 76

  DRW-GM integrates gene expression and metabolomic profiles via directed random walk on a global gene–metabolite pathway graph to weight genes by topological importance and infer reproducible pathway activities

  prostate global gene metabolomic computational

• Multi-INTACT: integrative analysis of the genome, transcriptome, and proteome identifies causal mechanisms of complex traits.

  PMID 39901160 · PMC11789355 · Genome biology · 2025 · 8 claims · 2 setups

  Has reproduction · 86

  Multi-INTACT achieves higher power than existing single-gene-product methods while maintaining calibrated false discovery rates in simulations.

  simulated plasma multi-snp twas

• Pathway projector: web-based zoomable pathway browser using KEGG atlas and Google Maps API.

  PMID 19907644 · PMC2770834 · PloS one · 2009 · 8 claims · 6 setups

  Full-text index only

  Existing pathway databases and tools do not satisfy all requirements for a generic, comprehensive pathway browser (integrated maps, data access, mapping/editing, export, installation-free availability).

  kegg 8192x8192 user-submitted species pathway zoomable sequence

• PolySearch: a web-based text mining system for extracting relationships between human diseases, genes, mutations, drugs and metabolites.

  PMID 18487273 · PMC2447794 · Nucleic acids research · 2008 · 8 claims · 7 setups

  Full-text index only

  PolySearch supports more than 50 different classes of queries against nearly a dozen types of text, abstract, or bioinformatic databases

  manually biomedical text feature real-life

• From the gamma-glutamyl cycle to the glycan cycle: a road with many turns and pleasant surprises.

  PMID 19840938 · PMC2787308 · The Journal of biological chemistry · 2009 · 8 claims · 8 setups

  Full-text index only

  γ-Glutamyl transpeptidase (GGT) activity in rat liver shows biphasic changes during azo dye-induced hepatocarcinogenesis, mirroring the oncofetal expression pattern of α-fetoprotein

  liver tissues ascites hepatoma spectrophotometric enzyme glycan

• 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

• Apoptotic brown adipocytes enhance energy expenditure via extracellular inosine.

  PMID 35790189 · PMC9452294 · Nature · 2022 · 8 claims · 8 setups

  Has reproduction · 57

  Apoptotic brown adipocytes release a specific secretome enriched in purine metabolites (including inosine, AMP, hypoxanthine, ATP)

  brown mice population untargeted targeted camp

• Histone deacetylase SIRT6 regulates tryptophan catabolism and prevents metabolite imbalance associated with neurodegeneration.

  PMID 41345108 · PMC12789597 · Nature communications · 2025 · 7 claims · 8 setups

  Has reproduction · 93

  SIRT6 is an evolutionarily conserved regulator of tryptophan catabolism that balances tryptophan usage between the kynurenine and serotonin/melatonin pathways

  embryonic brains sirt6 serum untargeted rna-seq microarray

• Systems Analysis Reveals Ageing-Related Perturbations in Retinoids and Sex Hormones in Alzheimer's and Parkinson's Diseases.

  PMID 34680427 · PMC8533098 · Biomedicines · 2021 · 8 claims · 7 setups

  Has reproduction · 75

  AD and PD patients can be stratified by transcriptomic clustering into three subclasses with distinct gene expression and metabolic profiles

  post-mortem brain zebrafish bulk single-cell unsupervised

• Genomics and proteomics of immune modulatory effects of a butanol fraction of echinacea purpurea in human dendritic cells.

  PMID 18847511 · PMC2571112 · BMC genomics · 2008 · 8 claims · 8 setups

  Full-text index only

  [BF/S+L/Ep] butanol fraction from E. purpurea enhances maturation of human immature dendritic cells (increased CD83 expression)

  immature idcs [bf phytocompounds flow mtt lal

• Taxonomic and functional metagenomic assessment of a Dolichospermum bloom in a large and deep lake south of the Alps.

  PMID 39227168 · PMC11412076 · FEMS microbiology ecology · 2024 · 5 claims · 8 setups

  Has reproduction · 83

  A near-complete metagenome-assembled genome (MAG) of Dolichospermum lemmermannii (FEM_B0920) was recovered from a Lake Garda bloom and clarified the species' taxonomic position within the genus Dolichospermum and the ADA group.

  dolichospermum filter fem_b0920 lake shotgun cyanotoxin phylogenomic

• 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 · 8 setups

  Has reproduction

  Metabolic status is closely tied to tumor differentiation state, with distinct metabolic reprogramming occurring during thyroid cancer dedifferentiation

  thyroid fuscc gse193581 aggregated untargeted whole-exome transcriptomics

• Pharmacogenomic biomarkers.

  PMID 12364812 · PMC3850811 · Disease markers · 2002 · 8 claims · 8 setups

  Full-text index only

  Development of a pharmacogenomic biomarker requires sequential steps: laboratory identification, retrospective confirmation in clinical samples, prospective clinical trial validation, and regulatory approval before patient stratification.

  populations population tumor breast genetic array immunohistochemistry

• Pathway analysis for intracellular Porphyromonas gingivalis using a strain ATCC 33277 specific database.

  PMID 19723305 · PMC2753363 · BMC microbiology · 2009 · 8 claims · 5 setups

  Full-text index only

  Using the ATCC 33277-specific genome annotation improves proteome coverage (more proteins identified and more abundance ratios calculated) compared to the W83 annotation

  gingivalis whole-cell comparative gene

• Validation of analytic methods for biomarkers used in drug development.

  PMID 18829475 · PMC2744124 · Clinical cancer research : an official journal of the American Association for Cancer Research · 2008 · 8 claims · 8 setups

  Full-text index only

  Analytical method validation (assessing assay performance/reproducibility) is a distinct process from clinical qualification (linking a biomarker to biological processes and clinical endpoints), though the two are intertwined.

  specified biological cancer-associated biofluids immunohistochemistry immunoassay microarray

• Asthma investigators begin to reap the fruits of genomics.

  PMID 14611649 · PMC329104 · Genome biology · 2003 · 7 claims · 8 setups

  Full-text index only

  Microarray profiling of animal models of allergic asthma can identify novel differentially expressed candidate genes involved in inflammation and airway remodeling.

  monkey models lung inbred cdna oligonucleotide northern

• Aerobic nonylphenol degradation and nitro-nonylphenol formation by microbial cultures from sediments.

  PMID 20043151 · PMC2825322 · Applied microbiology and biotechnology · 2010 · 8 claims · 8 setups

  Full-text index only

  Aerobic biodegradation of branched NP in polluted river sediment occurs within 8 days after a 2-day lag phase at 30°C

  np-polluted sediment-derived fourth-generation extracted biodegradation serial metabolite

• 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

• Genomics: applications in mechanism elucidation.

  PMID 19166886 · PMC2698023 · Advanced drug delivery reviews · 2009 · 8 claims · 8 setups

  Full-text index only

  Genomic tools require no a priori knowledge of a compound's mode of action and can reveal biological pathways (metabolism, distribution, off-target effects) in addition to the precise mechanism of action.

  extract panel saccharomyces inbred affinity cytotoxicity genome-wide