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

• Exploring Gene Expression Patterns in Alzheimer's Disease Using a Human Microarray Data Meta-Analysis.

  PMID 41744654 · PMC12938635 · Biology · 2026 · 6 claims · 7 setups

  Has reproduction · 100

  AD brains show a distinct transcriptomic profile with up-regulation of immune/inflammation genes and down-regulation of synapse/neuronal-signaling genes

  brain sub-studies down-regulated affymetrix quality normalization

• Expoldb: expression linked polymorphism database with inbuilt tools for analysis of expression and simple repeats.

  PMID 17038195 · PMC1618849 · BMC genomics · 2006 · 8 claims · 6 setups

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  EXPOLDB is a novel database integrating human gene expression variability data (including monozygotic twin comparisons) with (TG/CA)n repeat polymorphism information

  blood genomic genes housekeeping microarray repeat est-based

• Increasing the number of SNP loci does not necessarily improve prediction power at least in the comparison of MTHFR SNP and haplotypes.

  PMID 19075497 · PMC4771609 · Journal of epidemiology · 2008 · 7 claims · 6 setups

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  Increasing the number of typed SNP loci does not necessarily improve prediction power, at least for the MTHFR gene

  healthy genomic genotype trial randomized snp haplotype

• Identification of gene interactions associated with disease from gene expression data using synergy networks.

  PMID 18234101 · PMC2258206 · BMC systems biology · 2008 · 8 claims · 4 setups

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  Synergy of a gene pair with respect to disease, defined as I(G1,G2;C) - [I(G1;C)+I(G2;C)], identifies gene pairs that interact cooperatively with respect to a phenotype rather than independently.

  prostate simulated microarray simulated permutation

• A dynamic range compression and three-dimensional peptide fractionation analysis platform expands proteome coverage and the diagnostic potential of whole saliva.

  PMID 19813771 · PMC2789208 · Journal of proteome research · 2009 · 7 claims · 7 setups

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  Coupling DRC (hexapeptide libraries) with 3D peptide fractionation (IEF + SCX + µLC-MS/MS) substantially increases the number of proteins identified in whole saliva

  saliva offgel-fractionated identified sds-page trypsin strong

• HFE H63D mutation frequency shows an increase in Turkish women with breast cancer.

  PMID 16503999 · PMC1402308 · BMC cancer · 2006 · 6 claims · 2 setups

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  HFE H63D allele frequency is significantly higher in Turkish breast cancer patients (22.2%) than in healthy controls (14%)

  archived same pcr-rflp statistical

• The (CTG)n polymorphism in the NOTCH4 gene is not associated with schizophrenia in Japanese individuals.

  PMID 11407996 · PMC32311 · BMC psychiatry · 2001 · 6 claims · 4 setups

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  No significant differences in genotype or allele frequencies of the NOTCH4 (CTG)n repeat were found between schizophrenia patients and controls

  genomic pcr genotype pcr-based direct pcr

• HLA-A gene polymorphism defined by high-resolution sequence-based typing in 161 Northern Chinese Han people.

  PMID 15629059 · PMC5172246 · Genomics, proteomics & bioinformatics · 2003 · 7 claims · 5 setups

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  HLA-A gene shows high polymorphism in the Northern Chinese Han population, with 74 gene types and 36 alleles detected in 161 individuals

  genomic ihwg peripheral allele sequence-based pcr sbt

• A common genetic factor for Parkinson disease in ethnic Chinese population in Taiwan.

  PMID 17187665 · PMC1764029 · BMC neurology · 2006 · 6 claims · 4 setups

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  The G2385R variant in LRRK2 contributes significantly to the etiology of PD in ethnic Han Chinese individuals

  peripheral g2385r patients genotype pcr full clinical

• Negative association of endothelial nitric oxide gene polymorphism with hypertension in Turkish patients: effect of ecNOS polymorphism on left ventricular hypertrophy.

  PMID 16923191 · PMC1559722 · Cardiovascular ultrasound · 2006 · 7 claims · 4 setups

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  ecNOS4a/b gene polymorphism is not associated with hypertension in Turkish patients

  genomic hypertensive clinical pcr m-mode pulsed

• Identifying alternative hyper-splicing signatures in MG-thymoma by exon arrays.

  PMID 18545673 · PMC2409220 · PloS one · 2008 · 8 claims · 6 setups

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  An integrative ad-hoc functional GO analysis combining threshold-based (Fisher exact/hypergeometric) and threshold-free (Kolmogorov-Smirnov) statistics, plus term-to-parent comparisons, detects disease-relevant splicing events from exon array data.

  mg-thymoma colon exon fluorescent reverse

• Dynamic Gene Attention Focus (DyGAF): Enhancing Biomarker Identification Through Dual-Model Attention Networks.

  PMID 40160891 · PMC11951896 · Bioinformatics and biology insights · 2025 · 6 claims · 5 setups

  Has reproduction · 44

  DyGAF, a dual-model attention neural network (independent Model A + dependent Model B), identifies and ranks genes by significance for COVID-19 biomarker discovery more effectively than differential expression analysis (DEA) and random forest (RF) feature selection

  nasopharyngeal same dygaf-ranked bulk differential random

• Type 1 diabetes in the Spanish population: additional factors to class II HLA-DR3 and -DR4.

  PMID 15842729 · PMC1097726 · BMC genomics · 2005 · 7 claims · 4 setups

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  The ancestral haplotype AH 18.2 (DR3-TNFa1b5) confers significantly increased T1D risk compared to other DR3-positive haplotypes in the Spanish population.

  blood same genotype hla microsatellite haplotype

• A comparison of random sequence reads versus 16S rDNA sequences for estimating the biodiversity of a metagenomic library.

  PMID 18682527 · PMC2532719 · Nucleic acids research · 2008 · 8 claims · 7 setups

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  Biodiversity observed by RSR analysis is consistent with that obtained by 16S rDNA analysis

  faecal rsr 16s sargasso shotgun blastn-based 16s

• Mutation analysis of the AATF gene in breast cancer families.

  PMID 20025740 · PMC2806411 · BMC cancer · 2009 · 6 claims · 6 setups

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  No AATF sequence alteration identified was predicted to be pathogenic or showed significant association with breast cancer risk

  genomic showing aatf case conformation direct pathogenicity

• Interaction of vitamin D receptor with HLA DRB1 0301 in type 1 diabetes patients from North India.

  PMID 19956544 · PMC2780726 · PloS one · 2009 · 8 claims · 6 setups

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  Interaction between VDR and HLA alleles is mediated by a VDRE present in the promoter region of HLA-DRB1*0301, which may be detrimental in the absence of 1,25-(OH)2D3 in early childhood.

  blood genotype hla-drb1*0301 drb1*0301-carrying pcr-rflp pcr haplotype

• A novel, non-functional, COL1A1 polymorphism is not associated with lumbar disk disease in young male Greek subjects unlike that of the Sp1 site.

  PMID 18694864 · PMC3124709 · Hormones (Athens, Greece) · 2008 · 5 claims · 3 setups

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  The COL1A1 3'UTR 4bp insertion polymorphism (A1/A2 alleles) is not associated with LDD in young male Greek subjects

  genomic subset genotype pcr-based sequencing chi-square

• Resequencing of genes for transforming growth factor beta1 (TGFB1) type 1 and 2 receptors (TGFBR1, TGFBR2), and association analysis of variants with diabetic nephropathy.

  PMID 17319955 · PMC1808054 · BMC medical genetics · 2007 · 7 claims · 7 setups

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  TGFβ1 is a crucial mediator in the pathogenesis of diabetic nephropathy, promoting renal hypertrophy and extracellular matrix accumulation.

  genomic healthy irish case mutation direct taqman

• Association of GSK3B with Alzheimer disease and frontotemporal dementia.

  PMID 18852354 · PMC2841136 · Archives of neurology · 2008 · 8 claims · 5 setups

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  The GSK3B intronic polymorphism IVS2-68G>A is associated with increased risk of AD and FTD in a case-control cohort

  genomic case-control family-based sib-pair pcr allele-specific fluorescence-polarization