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).

• Advances in genomic and pharmacokinetic profiling for clinical stratification of metastatic breast cancer.

  PMID 41369820 · PMC12799884 · Discover oncology · 2025 · 7 claims · 8 setups

  Has reproduction · 59

  Eight gene modules linked to metastasis were identified via scored network analysis and validated through pathway databases.

  metastatic tcga-brca homo gse40622 gene bulk rt-pcr

• Machine learning and free energy clustering reveal PAH protein binding linked to AD risk.

  PMID 41953002 · PMC13053772 · iScience · 2026 · 7 claims · 8 setups

  Has reproduction · 78

  An integrated framework of bioinformatics, machine learning, and ΔG clustering can prioritize PAHs for AD-associated neurotoxicity.

  proteins microarray ad-associated pahs target differential wgcna

• GC-biased gene conversion conceals the prediction of the nearly neutral theory in avian genomes.

  PMID 30616647 · PMC6322265 · Genome biology · 2019 · 8 claims · 6 setups

  Has reproduction · 96

  gBGC conceals the correlation between life-history traits and dN/dS in birds; accounting for it reveals correlations consistent with nearly neutral theory

  avian comparative correlation robustness

• Deconvoluting the 'omics' for organ transplantation.

  PMID 19644370 · PMC2993238 · Current opinion in organ transplantation · 2009 · 8 claims · 5 setups

  Full-text index only

  High-throughput 'omic' technologies (genomics, proteomics, metabolomics, antibiomics) can uncover novel biomarkers for acute rejection, chronic rejection, and operational tolerance without a priori pathway bias

  kidney sera peripheral microarray non-parametric antibiomics

• Integrative analysis of transcriptomic data reveals a predictive gene signature for chemoradiotherapy response in rectal cancer.

  PMID 41550766 · PMC12803930 · iScience · 2026 · 8 claims · 5 setups

  Has reproduction · 50

  A 186-gene signature derived from six GEO transcriptomic datasets predicts nCRT response in LARC with AUC 0.80 in cross-validation

  pre-treatment domingo geo bulk bulk external spatial

• pSTIING: a 'systems' approach towards integrating signalling pathways, interaction and transcriptional regulatory networks in inflammation and cancer.

  PMID 16381926 · PMC1347407 · Nucleic acids research · 2006 · 8 claims · 3 setups

  Full-text index only

  pSTIING is a publicly accessible web-based knowledgebase integrating protein-protein, protein-lipid, protein-small molecule interactions, transcriptional regulatory associations, ligand-receptor-cell type information, and signal transduction modules, with a focus on inflammation, cell migration and cancer.

  model gene molecular sequence clustering literature

• Identification and analysis of genes associated with epithelial ovarian cancer by integrated bioinformatics methods.

  PMID 34143800 · PMC8213194 · PloS one · 2021 · 7 claims · 6 setups

  Has reproduction · 75

  306 overlapping DEGs (265 up-regulated, 41 down-regulated) were identified across three independent GEO datasets in EOC vs normal ovarian tissue.

  eoc overlapping tcga microarray kegg protein-protein

• Integrated Analysis of Multiple Microarrays Based on Raw Data Identified Novel Gene Signatures in Recurrent Implantation Failure.

  PMID 35197930 · PMC8859149 · Frontiers in endocrinology · 2022 · 6 claims · 7 setups

  Has reproduction · 85

  Robust Rank Aggregation (RRA) can integrate DEG lists from multiple independent RIF microarray datasets to identify robust DEGs.

  endometrium integrated robust ppi microarray robust gene

• Similarities and Differences in Gene Expression Networks Between the Breast Cancer Cell Line Michigan Cancer Foundation-7 and Invasive Human Breast Cancer Tissues.

  PMID 34056582 · PMC8155268 · Frontiers in artificial intelligence · 2021 · 8 claims · 8 setups

  Has reproduction · 92

  MCF-7 cell lines and human breast cancer tissues share only minimal similarity in biological processes, though fundamental functions such as cell cycle are conserved

  mcf-7 breast wgcna top bulk microarray weighted

• SMAC, a computational system to link literature, biomedical and expression data.

  PMID 31324861 · PMC6642118 · Scientific reports · 2019 · 7 claims · 6 setups

  Has reproduction · 50

  SMAC is a tool that extracts, prioritises, integrates and analyses biomedical literature and molecular data according to user-defined terms, linking PubMed and GEO.

  pubmed invasive geo cancer semantic computational gene

• 5-methylcytosine RNA modification regulators-based patterns and features of immune microenvironment in acute myeloid leukemia.

  PMID 38277218 · PMC10911375 · Aging · 2024 · 8 claims · 8 setups

  Has reproduction · 93

  Most of the 17 m5C regulators are differentially expressed between AML and normal samples and correlate with AML prognosis.

  aml bulk mutation copy

• QuantiSNP: an Objective Bayes Hidden-Markov Model to detect and accurately map copy number variation using SNP genotyping data.

  PMID 17341461 · PMC1874617 · Nucleic acids research · 2007 · 8 claims · 7 setups

  Full-text index only

  QuantiSNP (OB-HMM) provides probabilistic quantification of copy number states and significantly improves accuracy of segmental aneuploidy identification and breakpoint mapping relative to existing tools (BeadStudio/Illumina)

  genomic same pseudo-normal artificially snp fish molecular

• Automatic discovery of 100-miRNA signature for cancer classification using ensemble feature selection.

  PMID 31533612 · PMC6751684 · BMC bioinformatics · 2019 · 7 claims · 8 setups

  Has reproduction · 69

  An ensemble feature selection method based on classifier consensus identifies a robust 100-miRNA signature from TCGA data.

  tcga geo 100-mirna mirna feature bibliographic

• Identification of potential therapeutic targets for nonischemic cardiomyopathy in European ancestry: an integrated multiomics analysis.

  PMID 39267096 · PMC11396958 · Cardiovascular diabetology · 2024 · 8 claims · 7 setups

  Has reproduction · 89

  Two-sample MR analysis identified 255 circulating plasma proteins associated with NISCM

  european cis-pqtl myocardial geo mendelian bayesian differential

• Glia maturation factor gamma (GMFG): a cytokine-responsive protein during hematopoietic lineage development and its functional genomics analysis.

  PMID 17127212 · PMC5054077 · Genomics, proteomics & bioinformatics · 2006 · 8 claims · 6 setups

  Full-text index only

  GMFG is a cytokine-responsive protein in EPO-induced (erythroid) and G-CSF-induced (myeloid) hematopoietic lineage development

  ac133+ excised e14 tissues 2-de lc-ms rt-pcr

• The human urinary proteome contains more than 1500 proteins, including a large proportion of membrane proteins.

  PMID 16948836 · PMC1794545 · Genome biology · 2006 · 8 claims · 6 setups

  Full-text index only

  Identified 1543 proteins in urine from ten healthy donors while essentially eliminating false-positive identifications

  urine pooled urinary identified sds-page albumin decoy

• Epidemiology of doublet/multiplet mutations in lung cancers: evidence that a subset arises by chronocoordinate events.

  PMID 19005564 · PMC2579325 · PloS one · 2008 · 8 claims · 7 setups

  Full-text index only

  Doublet mutations are significantly more frequent in EGFR (6.0%) and TP53 (2.3%) in human lung cancer than spontaneous doublets in mouse lacI (0.7%), about 8-fold and 3-fold higher respectively.

  egfr tp53 laci lung literature comparative statistical

• Sys-BodyFluid: a systematical database for human body fluid proteome research.

  PMID 18978022 · PMC2686600 · Nucleic acids research · 2009 · 6 claims · 4 setups

  Full-text index only

  Sys-BodyFluid is a web-based database integrating proteomic data from 11 human body fluids (plasma/serum, urine, cerebrospinal fluid, saliva, bronchoalveolar lavage fluid, synovial fluid, nipple aspirate fluid, tear fluid, seminal fluid, milk, amniotic fluid), containing over 10,000 proteins

  body curated proteins literature sequence cross-body-fluid

• Proteomic-based identification of maternal proteins in mature mouse oocytes.

  PMID 19646285 · PMC2730056 · BMC genomics · 2009 · 8 claims · 6 setups

  Full-text index only

  625 different proteins were identified from 2700 zona pellucida-free mature mouse MII oocytes, the largest oocyte proteome catalog to date

  mature mii identified tissues sds-page acid gene

• Discovery and hypothesis generation through bioinformatics.

  PMID 16522224 · PMC1431734 · Genome biology · 2006 · 8 claims · 8 setups

  Full-text index only

  Bioinformatics should be used as a tool for discovery and hypothesis generation, not merely to manage biological data

  genome chemokine gene-expression proteins genome-wide phylogenetic microarray