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).

• Application of two machine learning algorithms to genetic association studies in the presence of covariates.

  PMID 19014573 · PMC2620353 · BMC genetics · 2008 · 8 claims · 3 setups

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  The relative performance of RF and MARS for detecting genotype-trait associations depends on both the strategy used to handle covariates and the true underlying model of association (e.g., confounding vs. mediation vs. interaction).

  simulated cohort simulation applied

• Antigenic diversity, transmission mechanisms, and the evolution of pathogens.

  PMID 19847288 · PMC2759524 · PLoS computational biology · 2009 · 8 claims · 3 setups

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  Three distinct infection types (A, B, C) emerge as maxima in the pathogen fitness landscape, each with characteristic within-host dynamics, contact network structure, and transmission mode

  generic simulated hiv-1 stochastic dynamic regression

• Multi-INTACT: integrative analysis of the genome, transcriptome, and proteome identifies causal mechanisms of complex traits.

  PMID 39901160 · PMC11789355 · Genome biology · 2025 · 8 claims · 2 setups

  Has reproduction · 86

  Multi-INTACT achieves higher power than existing single-gene-product methods while maintaining calibrated false discovery rates in simulations.

  simulated plasma multi-snp twas

• A blood-based DNA damage signature in patients with Parkinson's disease is associated with disease progression.

  PMID 40913219 · PMC12443628 · Nature aging · 2025 · 8 claims · 2 setups

  Has reproduction · 69

  A blood-based DNA damage signature is present in PD patients and is associated with disease progression.

  blood gwas bulk genetic

• Testing groups of genomic locations for enrichment in disease loci using linkage scan data: a method for hypothesis testing.

  PMID 16848972 · PMC3525155 · Human genomics · 2006 · 8 claims · 2 setups

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  A method testing enrichment of a group of genomic locations for disease loci by comparing the average NPL score of the group to a null distribution from randomly drawn groups of equal size

  simulated pedigrees simulated real

• Predicting survival outcomes using subsets of significant genes in prognostic marker studies with microarrays.

  PMID 16549007 · PMC1544357 · BMC bioinformatics · 2006 · 7 claims · 2 setups

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  A methodology combining Cox proportional hazards models with a compound covariate, cross-validated log partial likelihood (ACVL) for predictive accuracy, and permutation-based significance testing can identify an optimal subset of significant genes for survival prediction

  simulated diffuse simulation cdna

• ADZE: a rarefaction approach for counting alleles private to combinations of populations.

  PMID 18779233 · PMC2732282 · Bioinformatics (Oxford, England) · 2008 · 6 claims · 2 setups

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  A generalized rarefaction-based statistic can estimate the sample size-corrected number of distinct alleles private to any combination of populations, generalizing Kalinowski's (2004) private allelic richness to groups of populations.

  populations simulated microsatellite computational

• Supervised learning-based tagSNP selection for genome-wide disease classifications.

  PMID 18366619 · PMC2386071 · BMC genomics · 2008 · 7 claims · 2 setups

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  SRFA (Supervised Recursive Feature Addition) is a novel feature selection method combining supervised learning and statistical redundancy measures for SNP selection

  micc narac snp

• Systems biology in human health and disease.

  PMID 17893698 · PMC2013921 · Molecular systems biology · 2007 · 8 claims · 5 setups

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  High-throughput quantitative proteomics of signaling networks (e.g., HER2 overexpression) can be correlated with biological responses like proliferation and migration to better understand pathways deregulated in cancer.

  her2 biological prostate model quantitative combinatorial genome-wide

• Spatial and temporal description of antimalarial drug resistance markers in Ghana using targeted amplicon deep sequencing.

  PMID 42118117 · PMC13231922 · Antimicrobial agents and chemotherapy · 2026 · 7 claims · 1 setups

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  Zonal differences in pfmdr1 N86-F184-S1034-N1042-D1246 (NFSND) haplotype trends are likely due to lower amodiaquine drug pressure in the Coastal zone compared to Forest and Savannah.

  plasmodium targeted

• GenBank.

  PMID 18940867 · PMC2686462 · Nucleic acids research · 2009 · 8 claims · 4 setups

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  GenBank is a comprehensive public database of nucleotide sequences with bibliographic and biological annotation, growing exponentially with a current doubling time of ~30 months.

  newly sequences direct randomly blast vector sequence

• A negative binomial latent factor model for paired microbiome sequencing data.

  PMID 41572173 · PMC12910815 · BMC bioinformatics · 2026 · 8 claims · 2 setups

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  A negative binomial model with a shared taxon-specific latent factor (JNBM) captures cross-site correlation between paired microbiome samples from two body sites.

  synthetic umicro simulation microbiome

• Digital sorting of complex tissues for cell type-specific gene expression profiles.

  PMID 23497278 · PMC3626856 · BMC bioinformatics · 2013 · 8 claims · 8 setups

  Has reproduction · 85

  The Digital Sorting Algorithm (DSA) deconvolves mixed tissue expression into cell type-specific profiles using only marker genes, without requiring prior knowledge of cell type frequencies or in vitro pure-cell profiles.

  liver im-9 immune deconvolved microarray simulation roc

• Expanding the vision of environmental health at UNC-CH.

  PMID 15248304 · PMC1247395 · Environmental health perspectives · 2004 · 8 claims · 8 setups

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  Human breast tumors arise from at least two distinct cell types, basal and luminal epithelial, with different clinical behavior

  breast chinese carolina rodent microarray functional genetic

• A novel polymorphism in the 1A promoter region of the vitamin D receptor is associated with altered susceptibilty and prognosis in malignant melanoma.

  PMID 15238985 · PMC2364794 · British journal of cancer · 2004 · 7 claims · 6 setups

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  A novel A-1012G (adenine-guanine) polymorphism exists in the VDR exon 1a promoter region, identified by SSCP screening and sequencing

  blood variant patients same sscp sanger pcr-rflp

• Shooting darts: co-evolution and counter-adaptation in hermaphroditic snails.

  PMID 15799778 · PMC1080126 · BMC evolutionary biology · 2005 · 8 claims · 6 setups

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  Dart shooting introduces an allohormone that inhibits digestion of donated sperm, increasing the amount reaching the spermathecae and fertilizing eggs, thereby manipulating the mating partner's sperm storage.

  dart-possessing same land cantareus 28s shimodaira-hasegawa principal

• Gefitinib for non-small-cell lung cancer patients with epidermal growth factor receptor gene mutations screened by peptide nucleic acid-locked nucleic acid PCR clamp.

  PMID 17106442 · PMC2360739 · British journal of cancer · 2006 · 5 claims · 4 setups

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  NSCLC patients with EGFR mutations detected by PNA-LNA PCR clamp show significantly higher response rates and longer survival with gefitinib than EGFR wild-type patients.

  clinical nsclc pna-lna direct phase

• Reduced secretion of fibulin 5 in age-related macular degeneration and cutis laxa.

  PMID 16652333 · PMC1828612 · Human mutation · 2006 · 7 claims · 6 setups

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  FBLN5 missense mutations are associated with ARMD in a European (UK/Dutch) cohort, confirming prior US findings

  armd dutch fibulin pef6-ssflag mutation computational site-directed

• Enlarged parietal foramina caused by mutations in the homeobox genes ALX4 and MSX2: from genotype to phenotype.

  PMID 16319823 · PMC1477589 · European journal of human genetics : EJHG · 2006 · 7 claims · 8 setups

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  ALX4 and MSX2 mutations contribute approximately equally to PFM/CB and cause skull defects that are usually clinically indistinguishable

  pfm selected point-mutation-negative family dhplc bidirectional multiplex

• How accurately is ncRNA aligned within whole-genome multiple alignments?

  PMID 17963514 · PMC2206062 · BMC bioinformatics · 2007 · 7 claims · 4 setups

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  MULTIZ does a fairly accurate job of aligning ncRNA regions across 17 vertebrate genomes, but better alignments exist in some regions.

  genome vertebrate nonhuman genomic sequence whole-genome covariance