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).

• A four-gene signature from blood to exclude bacterial etiology of lower respiratory tract infection in adults.

  PMID 41285807 · PMC12644739 · Nature communications · 2025 · 8 claims · 8 setups

  Has reproduction · 94

  A 4-gene whole-blood signature (ITGB4, ITGA7, IFI27, FAM20A) discriminates any bacterial from nonbacterial ARI with cross-validated AUC = 0.90

  hospitalized ari febrile infection bulk rna-seq microarray

• Up regulation in gene expression of chromatin remodelling factors in cervical intraepithelial neoplasia.

  PMID 18248679 · PMC2277413 · BMC genomics · 2008 · 8 claims · 4 setups

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  Chromatin remodelling-associated genes SMARCC1, NCOR1, MRFAP1 and MORF4L2 are upregulated during progression of cervical intraepithelial neoplasia

  cervical independent computational long real-time gene

• Independent component analysis reveals new and biologically significant structures in micro array data.

  PMID 16762055 · PMC1557674 · BMC bioinformatics · 2006 · 7 claims · 8 setups

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  ICA applied to three microarray datasets reveals many biologically significant components, including low-ranking ones not obvious by rank alone

  acute serum-stimulated head aml microarray clust term

• Aryl hydrocarbon receptor nuclear translocator (ARNT) gene as a positional and functional candidate for type 2 diabetes and prediabetic intermediate traits: Mutation detection, case-control studies, and gene expression analysis.

  PMID 18366646 · PMC2323364 · BMC medical genetics · 2008 · 7 claims · 8 setups

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  Common ARNT variants are not associated with type 2 diabetes in European American or African American case-control cohorts

  european african individuals nondiabetic snp variant direct

• Partial correlation network analysis identifies coordinated gene expression within a regional cluster of COPD genome-wide association signals.

  PMID 39418301 · PMC11521246 · PLoS computational biology · 2024 · 7 claims · 4 setups

  Has reproduction · 23

  COPD GWAS loci are more spatially clustered across the genome than expected by chance, with significant enrichment on chromosome 4q.

  lung sakornsakolpat string bulk microarray gwas

• KEGG spider: interpretation of genomics data in the context of the global gene metabolic network.

  PMID 19094223 · PMC2646283 · Genome biology · 2008 · 8 claims · 8 setups

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  KEGG spider, using a global 'pathway-free' metabolic network framework, provides deeper insight into metabolism variations than existing enrichment-based methods.

  diffuse-type liver renal anaplastic differential proteomic proteomics

• T1DBase, a community web-based resource for type 1 diabetes research.

  PMID 15608258 · PMC540049 · Nucleic acids research · 2005 · 8 claims · 6 setups

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  T1DBase is an integrated, open-access web resource that unifies genetic, genomic, and biological data to support type 1 diabetes (T1D) research

  pancreatic t1d tissues nod microarray genetic est-based

• Meta-analysis of gene expression profiles of lean and obese PCOS to identify differentially regulated pathways and risk of comorbidities.

  PMID 32695266 · PMC7352056 · Computational and structural biotechnology journal · 2020 · 8 claims · 8 setups

  Has reproduction · 78

  The majority of differentially expressed genes in PCOS are downregulated regardless of tissue type and phenotype

  lutein subcutaneous cumulus skeletal microarray pathway

• Parsimonious Gene Correlation Network Analysis (PGCNA): a tool to define modular gene co-expression for refined molecular stratification in cancer.

  PMID 30993001 · PMC6459838 · NPJ systems biology and applications · 2019 · 8 claims · 7 setups

  Has reproduction · 71

  Retaining only the top ~3 most correlated edges per gene (EPG3) combined with FastUnfold clustering (termed PGCNA) produces gene co-expression modules with significantly better separation and enrichment of known biology than using all edges or other clustering methods.

  breast colorectal brca representative gene comparative multi-omic

• Genomic and proteomic approaches for studying human cancer: prospects for true patient-tailored therapy.

  PMID 15601541 · PMC3525069 · Human genomics · 2004 · 8 claims · 6 setups

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  DNA microarray gene expression profiling generates robust molecular classifications for many tumour types (brain, breast, colon, gastric, kidney, leukaemia, lymphoma, lung, melanoma, ovary, prostate, etc.)

  breast sars serum tumour microarray custom mass

• BRCA1 and BRCA2 missense variants of high and low clinical significance influence lymphoblastoid cell line post-irradiation gene expression.

  PMID 18497862 · PMC2375115 · PLoS genetics · 2008 · 8 claims · 6 setups

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  BRCA1 and BRCA2 pathogenic mutation carriers have similar post-irradiation LCL gene expression profiles to each other, more so than to BRCAX samples without an LCS variant

  lymphoblastoid lcl gene microarray unsupervised t-test

• BABELOMICS: a systems biology perspective in the functional annotation of genome-scale experiments.

  PMID 16845052 · PMC1538844 · Nucleic acids research · 2006 · 8 claims · 8 setups

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  Babelomics is presented as an updated, complete suite of web tools for functional analysis of genome-scale experiments with new and improved modules

  pre-selected pre-tabulated genes ranked kegg expression text-mining

• Scalable Prediction of Acute Myeloid Leukemia Using High-Dimensional Machine Learning and Blood Transcriptomics.

  PMID 31918046 · PMC6992905 · iScience · 2020 · 8 claims · 8 setups

  Has reproduction · 96

  Data-driven, high-dimensional ML approaches that learn multivariate signatures directly from genome-wide transcriptomic data (no prior gene selection) yield accurate and robust AML classifiers.

  peripheral pbmc datasets hg-u133 gene bulk machine

• Cell type-specific eQTL analysis of COVID-19 based on single-cell transcriptomic data.

  PMID 41064594 · PMC12501775 · NAR genomics and bioinformatics · 2025 · 8 claims · 8 setups

  Has reproduction · 51

  Single-cell eQTL analysis across eight immune cell types identified 2593 genes whose expression is significantly associated with common genetic polymorphisms, with most genes showing cell type-specific effects

  pbmcs eight pbmc monocytes scrna-seq genetic cis-eqtl

• Machine learning-based identification of an immunotherapy-related signature to enhance outcomes and immunotherapy responses in melanoma.

  PMID 39355255 · PMC11442245 · Frontiers in immunology · 2024 · 8 claims · 8 setups

  Has reproduction · 69

  66 consensus immunotherapy prognostic genes (CITPGs) were identified from the intersection of WGCNA modules, immunotherapy responder-vs-non-responder DEGs, and tumor-vs-normal DEGs

  melanoma tcga-skcm prjeb23709 microarray wgcna differential consensus

• 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

• More breast cancer genes?

  PMID 11305950 · PMC138680 · Breast cancer research : BCR · 2001 · 8 claims · 7 setups

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  A new high-risk breast cancer gene termed BRCAX may exist on chromosome 13q, identified via CGH and linkage analysis in Nordic families

  tumours five independent ataxia-telangiectasia comparative haplotype linkage

• A genomic pathway approach to a complex disease: axon guidance and Parkinson disease.

  PMID 17571925 · PMC1904362 · PLoS genetics · 2007 · 8 claims · 5 setups

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  A genomic pathway approach using axon-guidance pathway SNPs strongly predicts PD susceptibility, survival free of PD, and age at onset of PD

  cases patients postmortem whole-genome cox linear

• The estrogen hypothesis of schizophrenia implicates glucose metabolism: association study in three independent samples.

  PMID 18460190 · PMC2391158 · BMC medical genetics · 2008 · 8 claims · 4 setups

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  A novel candidate-gene selection strategy combining unbiased schizophrenia expression/linkage data with the estrogen hypothesis as a biological filter identifies glycolysis as a candidate pathway network for schizophrenia

  case-control same compilation snp haplotype pairwise

• DESE: estimating driver tissues by selective expression of genes associated with complex diseases or traits.

  PMID 31694669 · PMC6836538 · Genome biology · 2019 · 8 claims · 8 setups

  Has reproduction · 56

  DESE is a unified iterative framework that estimates driver tissues of complex diseases/traits from tissue-selective expression of GWAS-associated genes, and outputs prioritized susceptibility genes as a byproduct

  tissues schizophrenia bipolar coronary rna-seq gwas gene