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).

• Genetics and proteomics: deciphering gene association studies in critical illness.

  PMID 16934133 · PMC1750993 · Critical care (London, England) · 2006 · 8 claims · 8 setups

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  Most critical illnesses are complex traits (multifactorial), unlike single-gene Mendelian diseases.

  severe families caucasian tnf genetic linkage microarray

• The molecular landscape of sepsis severity in infants: enhanced coagulation, innate immunity, and T cell repression.

  PMID 38817614 · PMC11137207 · Frontiers in immunology · 2024 · 7 claims · 7 setups

  Has reproduction · 50

  Most published adult/other-cohort sepsis gene signatures have limited utility for infant sepsis; only 2 of 7 achieved >80% accuracy in infants

  infant merged individual pairwise whole-blood coconut gene-signature

• 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

• Gene- and evidence-based candidate gene selection for schizophrenia and gene feature analysis.

  PMID 19944577 · PMC2826526 · Artificial intelligence in medicine · 2010 · 8 claims · 5 setups

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  The SCOR method outperforms the CCOR method for prioritizing schizophrenia candidate genes

  schizophrenia genes ranked gene-based gene expression

• Current and future directions in genomics of amyotrophic lateral sclerosis.

  PMID 18625410 · PMC3524513 · Physical medicine and rehabilitation clinics of North America · 2008 · 8 claims · 8 setups

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  Familial ALS (FALS, 5-10% of cases) follows Mendelian autosomal dominant inheritance, with 20% caused by SOD1 mutations and 80% by unknown mutations

  american sals dutch irish genome laser expression

• 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

• Integrative bioinformatics and artificial intelligence analyses of transcriptomics data identified genes associated with major depressive disorders including NRG1.

  PMID 37583471 · PMC10423927 · Neurobiology of stress · 2023 · 7 claims · 5 setups

  Has reproduction · 66

  Differentially expressed genes in MDD patients are enriched in immune response, inflammatory response, neurodegeneration, and cerebellar atrophy pathways.

  blood transcriptomic postmortem saliva gsea machine differential

• AI-assisted discovery of an ethnicity-influenced driver of cell transformation in esophageal and gastroesophageal junction adenocarcinomas.

  PMID 36134663 · PMC9675486 · JCI insight · 2022 · 8 claims · 8 setups

  Has reproduction · 84

  An AI-guided Boolean network approach (BoNE) models transcriptomic continuum states of normal esophagus, BE, and EAC to derive classifier gene signatures

  gene keratinocyte-derived ffpe spt6-depleted boolean rna-seq immunohistochemistry

• Reverse Engineering of the Pediatric Sepsis Regulatory Network and Identification of Master Regulators.

  PMID 34680414 · PMC8533457 · Biomedicines · 2021 · 7 claims · 8 setups

  Has reproduction · 67

  A set of 15 TFs was identified as sepsis-specific master regulators of pediatric sepsis, dividing into two non-overlapping clusters.

  blood cd4+ pbmc regulons microarray differential master

• Molecular tumor profiling: translating genomic insights into clinical advances.

  PMID 15287965 · PMC507868 · Genome biology · 2004 · 8 claims · 8 setups

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  Gene-expression profiling can distinguish BRCA1- and BRCA2-linked breast tumors from sporadic breast tumors with similar hormone-receptor status

  breast ovarian panel tumor gene-expression candidate-gene large-scale

• Variants in the estrogen receptor alpha gene and its mRNA contribute to risk for schizophrenia.

  PMID 18424448 · PMC2465798 · Human molecular genetics · 2008 · 8 claims · 8 setups

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  Genotype CC (rs2234693/PvuII) and C-allele-containing haplotypes in ESR1 intron 1 are more frequent in African American schizophrenics than controls

  genomic postmortem nimhgi esr1 targeted case-control family-based

• Replication of association between schizophrenia and ZNF804A in the Irish Case-Control Study of Schizophrenia sample.

  PMID 19844207 · PMC2797562 · Molecular psychiatry · 2010 · 8 claims · 7 setups

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  rs1344706 in ZNF804A is associated with schizophrenia in the Irish ICCSS sample, replicating the original Cardiff finding

  irish iccss postmortem genomic snp haplotype logistic

• Gene expression study on peripheral blood identifies progranulin mutations.

  PMID 18551524 · PMC2773201 · Annals of neurology · 2008 · 7 claims · 3 setups

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  PGRN is highly expressed in peripheral blood (97th percentile of all array genes)

  peripheral blood-derived microarray direct real-time

• Onto-Tools: new additions and improvements in 2006.

  PMID 17584796 · PMC1933142 · Nucleic acids research · 2007 · 8 claims · 3 setups

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  OE2GO enables functional profiling for organisms lacking public-domain annotations by allowing users to supply custom GO-format annotation files and OBO-format ontology files

  specified pathway functional example

• 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

• Integration of text- and data-mining using ontologies successfully selects disease gene candidates.

  PMID 15767279 · PMC1065256 · Nucleic acids research · 2005 · 7 claims · 6 setups

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  Integrating eVOC anatomical ontology-based text-mining of PubMed abstracts with data-mining of gene expression annotation successfully selects and prioritizes candidate disease genes

  biomedical refseq training independent text-mining data-mining candidate

• Babelomics: advanced functional profiling of transcriptomics, proteomics and genomics experiments.

  PMID 18515841 · PMC2447758 · Nucleic acids research · 2008 · 8 claims · 5 setups

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  Babelomics is a web suite offering both conventional functional enrichment methods and more advanced gene set analysis (GSA) methods, a combination offered by only one other tool (FuncAssociate) among competitors.

  user-supplied ranked gene fasta-formatted functional gene novo

• Single-Cell Differential Network Analysis with Sparse Bayesian Factor Models.

  PMID 35186014 · PMC8855158 · Frontiers in genetics · 2021 · 8 claims · 2 setups

  Has reproduction · 85

  A hierarchical Bayesian factor model using treatment-dependent latent factor loadings can construct gene co-expression networks from scRNA-seq data and identify differences in network structure between two (or more) biological conditions.

  simulated sars-cov-2 scrna-seq

• Decoding and reconstructing disease relations between dry eye and depression: a multimodal investigation comprising meta-analysis, genetic pathways and Mendelian randomization.

  PMID 38548265 · PMC11954816 · Journal of advanced research · 2025 · 7 claims · 8 setups

  Has reproduction · 79

  Meta-analysis confirms a positive bidirectional association between DED and DEP (DED patients have increased DEP prevalence and vice versa).

  studies taiwan twb ded meta-analysis genome-wide conditional

• 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