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).

• Integrated weighted gene co-expression network analysis with an application to chronic fatigue syndrome.

  PMID 18986552 · PMC2625353 · BMC systems biology · 2008 · 8 claims · 6 setups

  Full-text index only

  Integrated WGCNA (IWGCNA), which adds genetic marker-based causality testing to standard WGCNA, can identify a disease-related module and its causal drivers

  cfs most candidate second microarray snp weighted

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

  PMID 37501719 · PMC10369079 · Frontiers in genetics · 2023 · 6 claims · 7 setups

  Has reproduction · 91

  CEL (carboxyl ester lipase) is the real hub gene shared between CP and PDAC and is markedly downregulated in PDAC

  pancreatic gse143754 pdac tcga microarray wgcna differential

• Hypoxia-associated genes as predictors of outcomes in gastric cancer: a genomic approach.

  PMID 40129974 · PMC11931070 · Frontiers in immunology · 2025 · 8 claims · 8 setups

  Has reproduction · 96

  A prognostic model built from five H1-specific hypoxia-associated transcription factors (EHF, EIF1AD, GLA, KEAP1, MAGED2) predicts overall survival in STAD, with high-risk patients showing significantly worse OS.

  gastric gene scrna-seq tcga single-cell wgcna cell-cell

• Genetics of osteoarticular disorders, Florence, Italy, 22-23 February 2002.

  PMID 12223106 · PMC128940 · Arthritis research · 2002 · 8 claims · 8 setups

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  OP and OA are common, polygenic, multifactorial quantitative disorders influenced by both low-penetrance genetic variants and environmental factors

  patients twin families dutch association magnetic genome-wide

• Specific signature biomarkers highlight the potential mechanisms of circulating neutrophils in aneurysmal subarachnoid hemorrhage.

  PMID 36438795 · PMC9685413 · Frontiers in pharmacology · 2022 · 7 claims · 8 setups

  Has reproduction · 80

  Six genes (CST7, HSP90AB1, PADI4, PLBD1, RAB32, SLAMF6) are signature diagnostic biomarkers for aSAH identified by LASSO and SVM-RFE.

  peripheral overlapping asah drug-treatment microarray wgcna ppi

• Gene module regulation in dilated cardiomyopathy and the role of Na/K-ATPase.

  PMID 35901050 · PMC9333241 · PloS one · 2022 · 5 claims · 8 setups

  Has reproduction · 55

  Several co-expressed gene modules are significantly associated with left ventricle ejection fraction (LVEF) and the DCM phenotype, enriched in fibrosis-related, small molecule transporting-related, and immune response-related pathways.

  heart degs gene rna-seq bulk differential gene

• 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

• OncoDB.HCC: an integrated oncogenomic database of hepatocellular carcinoma revealed aberrant cancer target genes and loci.

  PMID 17098932 · PMC1669730 · Nucleic acids research · 2007 · 7 claims · 6 setups

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  OncoDB.HCC integrates human HCC LOH, CGH, microarray/proteomic expression, PubMed-reported gene data, and rodent HCC QTLs into a single physical-map-based database

  paired hcc rodent semi-quantitative microarray comparative

• A genome-wide association analysis identifies 16 novel susceptibility loci for carpal tunnel syndrome.

  PMID 30833571 · PMC6399342 · Nature communications · 2019 · 8 claims · 8 setups

  Has reproduction · 90

  16 genome-wide significant susceptibility loci for CTS were identified in UK Biobank

  biobank surgically gtex height gwas bulk summary

• Malaria genomics meets drug-resistance phenotyping in the field.

  PMID 19664295 · PMC2745762 · Genome biology · 2009 · 8 claims · 8 setups

  Full-text index only

  Significantly longer parasite clearance times in Pailin (western Cambodia) versus Wang Pha (Thailand-Myanmar border) establish the presence of artemisinin resistance in western Cambodia.

  falciparum plasmodium drug clinical high-throughput

• Identification and verification of diagnostic biomarkers in recurrent pregnancy loss via machine learning algorithm and WGCNA.

  PMID 37691920 · PMC10485775 · Frontiers in immunology · 2023 · 8 claims · 8 setups

  Has reproduction · 55

  352 DEGs (198 up-regulated, 154 down-regulated) were identified between RPL and control endometrial samples

  endometrial degs hub decidua microarray wgcna machine

• Screening of Diagnostic Biomarkers and Immune Infiltration Characteristics Linking Rheumatoid Arthritis and Rosacea Based on Bioinformatics Analysis.

  PMID 39104909 · PMC11299729 · Journal of inflammation research · 2024 · 8 claims · 8 setups

  Has reproduction · 48

  277 co-expressed DEGs shared between RA and rosacea are enriched in immune processes and chemokine-mediated signaling pathways

  synovial rosacea co-expressed serum microarray weighted protein-protein