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 · 7 claims · 4 setups

  Has reproduction · 83

  A metabolite-centric reporter pathway analysis (RPAm) can infer cold-stress-associated metabolites and pathways in Arabidopsis directly from transcriptome data without metabolome data

  arabidopsis tripartite affymetrix metabolite-centric network

• Causes of early-onset type 1 diabetes: toward data-driven environmental approaches.

  PMID 19075294 · PMC2605242 · The Journal of experimental medicine · 2008 · 8 claims · 1 setups

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  Serum metabolite profiling reveals metabolic changes that precede islet autoantibody appearance and predict which children will develop T1D

  children serum

• Visualization of three-way comparisons of omics data.

  PMID 17335588 · PMC1831488 · BMC bioinformatics · 2007 · 7 claims · 3 setups

  Full-text index only

  A novel HSB (hue, saturation, brightness) color-coding scheme can represent three-way comparisons of corresponding datapoints from three datasets.

  liver replicate ce-tofms one-way electropherogram

• 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

• 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

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  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

• 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

• 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

• Genetics meets metabolomics: a genome-wide association study of metabolite profiles in human serum.

  PMID 19043545 · PMC2581785 · PLoS genetics · 2008 · 7 claims · 4 setups

  Full-text index only

  A GWA study using serum metabolomics identifies SNPs associated with metabolite concentrations, explaining up to 12% of variance for single metabolites

  kora fasting genome-wide targeted metabolite

• 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

• Multilocus analysis of SNP and metabolic data within a given pathway.

  PMID 16412218 · PMC1382210 · BMC genomics · 2006 · 8 claims · 7 setups

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  The combinatorial partitioning method (CPM) with optimal thresholds can identify SNPs associated with quantitative metabolite levels rather than only categorical traits.

  healthy plasma genomic chi-square combinatorial leave-one-out

• 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

• Metabolomics applied to diabetes research: moving from information to knowledge.

  PMID 19875619 · PMC2768174 · Diabetes · 2009 · 8 claims · 7 setups

  Full-text index only

  Metabolomics measures chemical phenotypes that are the net result of genomic, transcriptomic, and proteomic variability, providing the most integrated profile of biological status

  ins-1-derived pancreatic liver stedman 13c targeted ms-based

• The soil microbiome modulates the sorghum root metabolome and cellular traits with a concomitant reduction of Striga infection.

  PMID 38537644 · PMC11063626 · Cell reports · 2024 · 8 claims · 8 setups

  Has reproduction · 62

  The natural soil microbiome reduces Striga attachment to sorghum roots at the post-germination stage by interfering with haustorium initiation rather than seed germination

  clue sorghum striga sqr 16s striga haustorium

• 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

• Pharmacogenomic biomarkers.

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

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  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

• 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

• Comprehensive phenotyping in multiple sclerosis: discovery based proteomics and the current understanding of putative biomarkers.

  PMID 17124343 · PMC3851054 · Disease markers · 2006 · 8 claims · 8 setups

  Full-text index only

  No single diagnostic test exists for MS; diagnosis relies on clinical evaluation, MRI abnormalities, and CSF chemistry

  csf cns igg brain comprehensive immunohistochemical solid-phase

• CSF metabolic and proteomic profiles in patients prodromal for psychosis.

  PMID 17712404 · PMC1942084 · PloS one · 2007 · 8 claims · 5 setups

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  CSF metabolic and proteomic profiles of IPS patients are distributed across, and partially overlap with, the profiles of first-onset drug-naïve schizophrenia patients and healthy controls

  csf subjects 1h-nmr seldi partial

• 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