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 approach designed for finding mathematically defined repeats in shotgun data and determining the length distribution of clone-inserts.

  PMID 15626332 · PMC5172250 · Genomics, proteomics & bioinformatics · 2003 · 8 claims · 6 setups

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  Repeats of different copy number have distinct probabilities of appearance in shotgun data, which can be modeled statistically to define recognition thresholds (MDRs) at different shotgun coverages.

  simulated same repeat whole-genome genome

• Error-pooling-based statistical methods for identifying novel temporal replication profiles of human chromosomes observed by DNA tiling arrays.

  PMID 17430969 · PMC1888820 · Nucleic acids research · 2007 · 8 claims · 4 setups

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  Developed an LPE-based error-pooling and weighted ANOVA modeling approach for statistical analysis of high-density tiling array data

  cell-cycle-synchronized hela computational differentially tiling cdna statistical

• Random amino acid mutations and protein misfolding lead to Shannon limit in sequence-structure communication.

  PMID 18769673 · PMC2518838 · PloS one · 2008 · 8 claims · 6 setups

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  The protein sequence-structure map behaves as a noisy digital communication channel whose capacity C exceeds the transmission rate R for native structures, satisfying Shannon's noisy channel theorem

  chains pdbselect25 same single-domain statistical channel negative

• POCUS: mining genomic sequence annotation to predict disease genes.

  PMID 14611661 · PMC329128 · Genome biology · 2003 · 8 claims · 6 setups

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  Genes predisposing to the same disease tend to share functional annotation IDs (GO/InterPro) more than expected by chance

  omim genome disease comparative pocus expression-id

• Risk of pancreatic cancer in families with Lynch syndrome.

  PMID 19861671 · PMC4091624 · JAMA · 2009 · 7 claims · 3 setups

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  Families with germline MMR gene mutations (Lynch Syndrome) have an 8.6-fold increased risk of pancreatic cancer compared to the general U.S. population.

  individuals extracted same modified germline proportional

• 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

• Bayesian model accounting for within-class biological variability in Serial Analysis of Gene Expression (SAGE).

  PMID 15339345 · PMC517707 · BMC bioinformatics · 2004 · 7 claims · 5 setups

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  A Bayesian mixture model is proposed to account for within-class biological variability in SAGE/Digital-Northern/MPSS tag counting data.

  astrocytoma same sage classical beta-binomial

• Involvement of potential pathways in malignant transformation from oral leukoplakia to oral squamous cell carcinoma revealed by proteomic analysis.

  PMID 19691830 · PMC2746235 · BMC genomics · 2009 · 7 claims · 6 setups

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  85 proteins are differentially and consistently expressed (>2-fold change, P<0.05) between paired OLK and OSCC tissues, including 52 up-regulated and 33 down-regulated proteins

  paired list differentially oscc 2-de gene interaction

• Dinucleotide repeat polymorphism in Fms-like tyrosine kinase-1 (Flt-1) gene is not associated with preeclampsia.

  PMID 18631405 · PMC2496902 · BMC medical genetics · 2008 · 7 claims · 2 setups

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  The Flt-1 d(TG)n repeat polymorphism is not associated with the development of preeclampsia in Korean pregnant women

  genomic same pcr clinical

• The association of Alu repeats with the generation of potential AU-rich elements (ARE) at 3' untranslated regions.

  PMID 15610565 · PMC544599 · BMC genomics · 2004 · 6 claims · 4 setups

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  Alu repeats are a source of AREs at 3' UTRs of human mRNA, via poly-A regions of Alu generating complementary poly-T/poly-U regions that acquire regular adenine insertions to form ARE motifs.

  utr computationally are repeat positional

• Mutation analysis of the ATR gene in breast and ovarian cancer families.

  PMID 15987455 · PMC1175065 · Breast cancer research : BCR · 2005 · 8 claims · 5 setups

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  ATR mediates the DNA damage response by phosphorylating tumor suppressors such as p53, BRCA1 and CHK1, making it a plausible candidate breast/ovarian cancer susceptibility gene

  index atr variant mutation direct variant

• Analysis of nucleotide diversity of NAT2 coding region reveals homogeneity across Native American populations and high intra-population diversity.

  PMID 16847467 · PMC3099416 · The pharmacogenomics journal · 2007 · 8 claims · 6 setups

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  NAT2 variants are homogeneously distributed across native populations of the American continent

  chromosomes same inferred american pcr statistical haplotype

• Missense polymorphisms in the adenomatous polyposis coli gene and colorectal cancer risk.

  PMID 18612690 · PMC2768068 · Diseases of the colon and rectum · 2008 · 7 claims · 4 setups

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  Germline missense APC alterations (S130G, E1317Q, D1822V, G2502S) identified in a CRC-multiple-polyp cohort do not confer significantly increased CRC risk when tested in a large population-based case-control series

  germline same population-based ofccr manual dhplc nuclease

• Improving melanoma classification by integrating genetic and morphologic features.

  PMID 18532874 · PMC2408611 · PLoS medicine · 2008 · 7 claims · 5 setups

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  BRAF-mutant melanomas show distinct morphological features (upward migration and nesting of intraepidermal melanocytes, epidermal thickening, sharper lateral demarcation, larger/rounder/more pigmented tumor cells) compared to non-mutant melanomas

  archival same subset patients histopathological mutation quantitative

• 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

• Mutations in the ST7/RAY1/HELG locus rarely occur in primary colorectal, gastric, and hepatocellular carcinomas.

  PMID 12799635 · PMC2741100 · British journal of cancer · 2003 · 7 claims · 4 setups

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  ST7 gene mutations are rare in primary colorectal, gastric, and hepatocellular carcinomas

  colorectal pcr same clinicopathological pcr-single-strand direct microsatellite

• The androgen receptor CAG repeat polymorphism and modification of breast cancer risk in BRCA1 and BRCA2 mutation carriers.

  PMID 15743497 · PMC1064126 · Breast cancer research : BCR · 2005 · 7 claims · 5 setups

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  The AR CAG repeat polymorphism does not modify breast cancer risk in BRCA1 mutation carriers

  peripheral brca1 same simulated fluorescent cox weighted

• Haplotype analysis of common variants in the BRCA1 gene and risk of sporadic breast cancer.

  PMID 15743496 · PMC1064127 · Breast cancer research : BCR · 2005 · 7 claims · 5 setups

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  A common BRCA1 haplotype (haplotype 2, C A G G) is associated with a modest increase in sporadic breast cancer risk

  individuals nested same nurses whole-gene snp statistical

• 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

• Combinatorial Mismatch Scan (CMS) for loci associated with dementia in the Amish.

  PMID 16515697 · PMC1448207 · BMC medical genetics · 2006 · 8 claims · 7 setups

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  CMS compares IBS allele/genotype sharing between distantly related (beyond grandparental) affected and unaffected individuals from founder populations to detect disease loci while reducing confounding from population stratification and genetic heterogeneity.

  amish unrelated same overall microsatellite combinatorial permutation