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 statistical model to identify differentially expressed proteins in 2D PAGE gels.

  PMID 19763172 · PMC2734266 · PLoS computational biology · 2009 · 7 claims · 5 setups

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  A mixture likelihood model incorporating both detected and non-detected proteins has higher statistical power to detect differential expression than standard approaches like the Student's t-test.

  plasma simulated page simulated

• 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

• 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

• SEMdag: Fast learning of Directed Acyclic Graphs via node or layer ordering.

  PMID 39775401 · PMC11709272 · PloS one · 2025 · 8 claims · 5 setups

  Has reproduction · 81

  SEMdag() is a two-step order-based algorithm for fast learning of high-dimensional linear SEMs, using knowledge-based (KB) or data-driven bottom-up (BU) node/layer ordering followed by penalized (L1) DAG estimation

  amyotrophic breast coronavirus st-elevation rna-seq comparative

• 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

• Epithelial ovarian cancer: influence of polymorphism at the glutathione S-transferase GSTM1 and GSTT1 loci on p53 expression.

  PMID 8956789 · PMC2077203 · British journal of cancer · 1996 · 8 claims · 4 setups

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  GSTM1, GSTT1 and CYP2D6 genotype/allele frequencies did not differ significantly between 84 ovarian cancer cases and 325 controls, showing no association with disease susceptibility.

  leucocyte paraffin-embedded tumour pcr-amplified pcr-based immunohistochemistry single-strand

• 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

• TP73 allelic expression in human brain and allele frequencies in Alzheimer's disease.

  PMID 15175114 · PMC420466 · BMC medical genetics · 2004 · 8 claims · 6 setups

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  A -386G/A SNP in the TP73 P3 promoter is weakly but significantly associated with AD risk in a tri-ethnic elderly population.

  brain peripheral sk-nsh-n genomic rt-pcr direct snp

• 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

• Estimating and Correcting for Off-Target Cellular Contamination in Brain Cell Type Specific RNA-Seq Data.

  PMID 33746712 · PMC7966716 · Frontiers in molecular neuroscience · 2021 · 6 claims · 7 setups

  Has reproduction · 50

  A computational method using high-quality scRNA-seq reference data can estimate per-sample, per-cell-type off-target contamination coefficients in sctRNA-seq datasets.

  brain cortex allen lcm-seq lcm-seq scrna-seq marker

• 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

• Nutrigenetic association of the 5-lipoxygenase gene with myocardial infarction.

  PMID 18842779 · PMC3014055 · The American journal of clinical nutrition · 2008 · 8 claims · 4 setups

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  A significant gene x diet interaction exists between 5-LO promoter short alleles (3,4 repeats) and dietary AA intake in determining MI risk

  costa buffy genetic real-time allele-specific

• 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

• 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

• 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

• The UCSC Genome Browser Database: 2008 update.

  PMID 18086701 · PMC2238835 · Nucleic acids research · 2008 · 8 claims · 8 setups

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  The UCSC Genome Browser Database (GBD) provides integrated sequence and annotation data for a large collection of vertebrate and model organism genomes.

  zebrafish yale vertebrate non-human sage expression snp

• A urine extracellular vesicle lncRNA classifier for high-grade prostate cancer and increased risk of progression: A multi-center study.

  PMID 37852185 · PMC10591064 · Cell reports. Medicine · 2023 · 8 claims · 8 setups

  Has reproduction · 65

  A 3-lncRNA urine extracellular vesicle classifier (Clnc: AC015987.1, CTD-2589M5.4, RP11-363E6.3) detects high-grade PCa with higher accuracy than PCA3, mpMRI, PCPT-RC 2.0, and ERSPC-RC

  urinary tcga paired urine sequencing lncrna qrt-pcr

• 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