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).

• Identifying and classifying trait linked polymorphisms in non-reference species by walking coloured de bruijn graphs.

  PMID 23536903 · PMC3607606 · PloS one · 2013 · 8 claims · 9 setups

  Has reproduction · 45

  Bubbleparse detects sequence variants directly from NGS reads without a reference genome, using the coloured de Bruijn graph implementation of Cortex plus a new depth-first bubble-finding module.

  arabidopsis bubbleparse escherichia col-0 reference-free alignment-based sequence

• metaTraits: a large-scale integration of microbial phenotypic trait information.

  PMID 41296543 · PMC12807735 · Nucleic acids research · 2026 · 8 claims · 6 setups

  Full-text index only

  metaTraits integrates culture-derived trait data from BacDive, BV-BRC, JGI IMG, and GOLD with genome-based predictions for isolate genomes (proGenomes) and MAGs (SPIRE)

  high-quality medium isolate genomes genome-based genome taxonomic

• Commonality of functional annotation: a method for prioritization of candidate genes from genome-wide linkage studies.

  PMID 18263617 · PMC2275105 · Nucleic acids research · 2008 · 8 claims · 7 setups

  Full-text index only

  Genes correlated with a common complex trait are more likely to share GO functional annotations than genes not correlated with that trait

  genes candidate simulated alzheimer's genome-wide term null-hypothesis

• 6th annual meeting of the Complex Trait Consortium.

  PMID 17906895 · PMC2042027 · Mammalian genome : official journal of the International Mammalian Genome Society · 2007 · 8 claims · 7 setups

  Full-text index only

  The NIEHS Perlegen/resequencing project has generated over 8.5 million SNPs from 15 inbred mouse strains but shows a high false-negative discovery rate, with an estimated 45 million SNPs actually present.

  inbred recombinant yeast gallstone genome affymetrix microarray

• Application of two machine learning algorithms to genetic association studies in the presence of covariates.

  PMID 19014573 · PMC2620353 · BMC genetics · 2008 · 8 claims · 3 setups

  Full-text index only

  The relative performance of RF and MARS for detecting genotype-trait associations depends on both the strategy used to handle covariates and the true underlying model of association (e.g., confounding vs. mediation vs. interaction).

  simulated cohort simulation applied

• Genome-wide associations of aortic distensibility suggest causality for aortic aneurysms and brain white matter hyperintensities.

  PMID 35922433 · PMC9349177 · Nature communications · 2022 · 8 claims · 7 setups

  Has reproduction

  GWAS identified 102 genome-wide significant loci (including 27 novel) associated with aortic distensibility and area traits

  same biobank arterial cardiac genome-wide multi-trait snp-based

• Is replication the gold standard for validating genome-wide association findings?

  PMID 19112512 · PMC2605260 · PloS one · 2008 · 8 claims · 4 setups

  Full-text index only

  The probability of replicating a specific GWA-identified variant decreases as the number of independent GWA/replication studies increases, when individual study power is less than 100%.

  simulated diallelic hypothetical four statistical marker bayesian

• Accuracy of predicting the genetic risk of disease using a genome-wide approach.

  PMID 18852893 · PMC2561058 · PloS one · 2008 · 8 claims · 4 setups

  Full-text index only

  Deterministic equations can predict the accuracy (r_gĝ) of genome-wide genetic risk/value prediction for continuous, dichotomous, and case-control study designs.

  simulated stochastic

• Integrated genomic approaches implicate osteoglycin (Ogn) in the regulation of left ventricular mass.

  PMID 18443592 · PMC2742198 · Nature genetics · 2008 · 8 claims · 8 setups

  Full-text index only

  Osteoglycin (Ogn) is a major candidate regulator of rat LVM, with increased Ogn protein expression associated with elevated LVM

  heart ogn cos-1 neonatal eqtl quantitative genome-wide

• A genome-wide association study of social and non-social autistic-like traits in the general population using pooled DNA, 500 K SNP microarrays and both community and diagnosed autism replication samples.

  PMID 20012890 · PMC2797846 · Behavior genetics · 2010 · 6 claims · 4 setups

  Full-text index only

  SNP Microarrays and Pooling (SNP-MaP) is a valid economical method for genome-wide screening of quantitative trait extremes using pooled DNA on microarrays

  teds diagnosed ceph snp individual transmission

• Meta-analysis of six dairy cattle breeds reveals biologically relevant candidate genes for mastitis resistance.

  PMID 39009986 · PMC11247842 · Genetics, selection, evolution : GSE · 2024 · 5 claims · 8 setups

  Has reproduction · 69

  Meta-analysis of GWAS across six dairy cattle breeds identifies 58 lead markers associated with clinical mastitis and somatic cell score

  six combined per-breed genome-wide sequence-based trans-ethnic fixed-effect

• Exploring the key genetic association between chronic pancreatitis and pancreatic ductal adenocarcinoma through integrated bioinformatics.

  PMID 37501719 · PMC10369079 · Frontiers in genetics · 2023 · 8 claims · 8 setups

  Has reproduction · 91

  CP and PDAC share a co-expression gene network identifiable via WGCNA on independent GEO datasets

  pancreatic pdac shared overlapping wgcna geo2r cluego

• Identification of the shared hub gene signatures and molecular mechanisms between HIV-1 and pulmonary arterial hypertension.

  PMID 38528047 · PMC10963360 · Scientific reports · 2024 · 6 claims · 8 setups

  Has reproduction · 71

  109 shared genes were identified between HIV-1- and PAH-associated WGCNA modules

  pbmc shared hub pbmcs weighted kegg differential

• Identification of common genetic characteristics of rheumatoid arthritis and major depressive disorder by bioinformatics analysis and machine learning.

  PMID 37415981 · PMC10320004 · Frontiers in immunology · 2023 · 7 claims · 8 setups

  Has reproduction · 58

  EAF1, SDCBP and RNF19B are common genetic characteristics (hub genes) shared by RA and MDD

  pbmc intersected candidate wgcna differential kegg

• Exploration of the shared diagnostic genes and molecular mechanism between obesity and atherosclerosis via bioinformatic analysis.

  PMID 39825072 · PMC11742665 · Scientific reports · 2025 · 8 claims · 8 setups

  Has reproduction · 76

  56 shared genes with consistent expression trend were identified between OB and AS by intersecting WGCNA key module genes with DEGs

  obesity atherosclerosis differential wgcna lasso

• Utility of Triti-Map for bulk-segregated mapping of causal genes and regulatory elements in Triticeae.

  PMID 35605195 · PMC9284283 · Plant communications · 2022 · 8 claims · 4 setups

  Has reproduction · 95

  Triti-Map is a computational package suite plus web interface specifically optimized for bulk-segregated gene mapping in Triticeae, accepting DNA-seq, RNA-seq/ChIP-seq, and traditional QTL data as input

  wheat hordeum bulk-segregated interval novo

• 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

• Microarray analysis: genome-scale hypothesis scanning.

  PMID 14551912 · PMC212694 · PLoS biology · 2003 · 8 claims · 5 setups

  Full-text index only

  Microarrays can be used to both test and generate hypotheses, not merely to fish for candidate genes.

  drosophila yeast diffuse breast microarray integrated gene

• Shooting darts: co-evolution and counter-adaptation in hermaphroditic snails.

  PMID 15799778 · PMC1080126 · BMC evolutionary biology · 2005 · 8 claims · 6 setups

  Full-text index only

  Dart shooting introduces an allohormone that inhibits digestion of donated sperm, increasing the amount reaching the spermathecae and fertilizing eggs, thereby manipulating the mating partner's sperm storage.

  dart-possessing same land cantareus 28s shimodaira-hasegawa principal

• Variants in the vitamin D receptor gene and asthma.

  PMID 15651992 · PMC546000 · BMC genetics · 2005 · 8 claims · 6 setups

  Full-text index only

  VDR gene variants are candidate risk factors for asthma/allergy because vitamin D effects are mediated through the VDR and VDR maps to the 12q asthma linkage region

  individuals children parents transmission bronchial pulmonary