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).

• Computational verification of protein-protein interactions by orthologous co-expression.

  PMID 15740634 · PMC555590 · BMC bioinformatics · 2005 · 7 claims · 8 setups

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  Co-expression of orthologous protein pairs across multiple species can verify/predict S. cerevisiae PPIs with better performance than S. cerevisiae co-expression alone.

  cerevisiae orthologs cdc28 yeast co-expression ortholog orthologous

• Gbdmr: identifying differentially methylated CpG regions in the human genome via generalized beta regressions.

  PMID 38443825 · PMC10916021 · BMC bioinformatics · 2024 · 8 claims · 4 setups

  Has reproduction · 62

  gbdmr models DNA methylation levels of CpG sites using a generalized beta distribution instead of assuming normality as in linear-regression-based methods

  simulated birth gene simulation methylation

• The next epidemic.

  PMID 16737558 · PMC1779519 · Genome biology · 2006 · 8 claims · 1 setups

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  More than 75% of susceptibility to sporadic Alzheimer's disease may be due to genetic factors

  twins twin

• MtSNPscore: a combined evidence approach for assessing cumulative impact of mitochondrial variations in disease.

  PMID 19758471 · PMC2745589 · BMC bioinformatics · 2009 · 8 claims · 5 setups

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  MtSNPscore, a weighted scoring pipeline combining literature evidence, in silico predictions, and case/control frequency, can prioritize likely pathogenic mtDNA variations

  sporadic mitochondrial reported ataxia mitochondrial functional compensatory

• 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

• Applicability of DNA pools on 500 K SNP microarrays for cost-effective initial screens in genomewide association studies.

  PMID 17610740 · PMC1925094 · BMC genomics · 2007 · 8 claims · 5 setups

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  SNP-MaP can be effectively applied to the Affymetrix 500K GeneChip, providing a cost-effective, reliable and valid initial genomewide screen

  independent ceph same unrelated snp individual simulated

• Genomics and biology come together to fight HIV.

  PMID 18366259 · PMC2270331 · PLoS biology · 2008 · 8 claims · 6 setups

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  Genome-wide association studies have identified ~100 genetic polymorphisms robustly (genome-wide significant) linked to common human traits/diseases, but the biological mechanisms behind most remain unknown.

  ceph hiv-positive elledge heritability linkage modified

• Estimation of genetic parameters and genome-wide association study for carcass traits in native chickens.

  PMID 40211845 · PMC12229932 · Animal bioscience · 2025 · 8 claims · 7 setups

  Has reproduction · 71

  Carcass traits (SW, EW, ThW, and their percentages except SP) show moderate to high heritability (0.20-0.50), while SP has low heritability (0.08)

  sanhuang breast whole-genome genome-wide heritability

• Use of genomic data in risk assessment.

  PMID 11983054 · PMC139345 · Genome biology · 2002 · 8 claims · 4 setups

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  New genomic technologies (CGH, SNP analysis, restriction landmark genome scanning, spectral karyotyping, transcript profiling) can be applied to improve risk assessment accuracy

  glioma lung animal genome sensitivity expression snp

• Addressing the obesity epidemic: a genomics perspective.

  PMID 17362622 · PMC1893129 · Preventing chronic disease · 2007 · 8 claims · 8 setups

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  Obesity is a multifactorial disorder reflecting complex interactions of genes, environment, and lifestyle

  identical fraternal children younger twin family longitudinal

• Testing whether genetic variation explains correlation of quantitative measures of gene expression, and application to genetic network analysis.

  PMID 18444230 · PMC2729096 · Statistics in medicine · 2008 · 8 claims · 3 setups

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  A statistical test (delta method and Steiger-Browne optimal linear composites) is developed to test equality of the marginal correlation and the partial correlation of two gene expression traits conditional on a set of covariates.

  simulated real analytical simulation application

• 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

• UBD: incorporating uncertainty in cell type proportion estimates from bulk samples to infer cell-type-specific profiles.

  PMID 41520227 · PMC12895075 · Briefings in bioinformatics · 2026 · 7 claims · 4 setups

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  Existing CTS deconvolution methods (e.g., CIBERSORTx, TCA, bMIND, CellDMC, HBI) require cell type proportions that are in practice only estimated, not known, introducing unaccounted uncertainty into CTS inference.

  simulated rosmap onek1k bulk simulation-based cell-type-specific type

• GAUGE-Annotated Microbial Transcriptomic Data Facilitate Parallel Mining and High-Throughput Reanalysis To Form Data-Driven Hypotheses.

  PMID 33758032 · PMC8547006 · mSystems · 2021 · 8 claims · 7 setups

  Has reproduction · 70

  GAUGE automatically annotates GEO microbial transcriptomic data sets (microarray and RNA-seq), increasing the proportion of annotatable studies from 4% to 33%

  microarray rna-seq aeruginosa mantel manual anova

• Genomic insight into the influence of selection, crossbreeding, and geography on population structure in poultry.

  PMID 36670351 · PMC9854048 · Genetics, selection, evolution : GSE · 2023 · 6 claims · 8 setups

  Has reproduction · 100

  Dutch traditional chicken breeds show a complex and admixed subdivided population structure that partly matches historical management-based clustering (past-productive, ornamental, country fowl, Lakenvelder).

  chickens dutch individuals phased whole-genome principal neighbor-joining

• Investigating epigenetic biomarkers of age, sex, and disease in captive South African cheetahs (Acinonyx jubatus jubatus).

  PMID 41528985 · PMC12798976 · PloS one · 2026 · 8 claims · 7 setups

  Has reproduction · 58

  A cheetah-specific epigenetic clock (CheetahClock) built from 52 CpG sites predicts age across blood and liver samples with r=0.97 and MAE=0.86 years

  cheetah genes methylation elastic epigenome-wide

• Oligomeric protein structure networks: insights into protein-protein interactions.

  PMID 16336694 · PMC1326230 · BMC bioinformatics · 2005 · 8 claims · 6 setups

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  Interface amino acid clusters identified at Imin=6% correlate well with residues losing accessible surface area (δASA) upon oligomerization

  non-redundant same known complexes structure hub comparison

• Pharmacogenomics of gemcitabine: can genetic studies lead to tailor-made therapy?

  PMID 17595663 · PMC2360307 · British journal of cancer · 2007 · 8 claims · 14 setups

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  A SNP in the cytidine deaminase (CDA) gene (208G>A, haplotype *3) decreases gemcitabine clearance, increases Cmax/AUC, and increases neutropenia risk when gemcitabine is combined with platinum drugs or 5-FU

  japanese paraffin-embedded tumour recombinant prospective immunohistochemistry pcr

• Calibrating the performance of SNP arrays for whole-genome association studies.

  PMID 18584036 · PMC2432039 · PLoS genetics · 2008 · 8 claims · 7 setups

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  Previous SNP array genetic coverage estimates are inflated due to SNP overfitting and sample overfitting, since they were evaluated on the same HapMap SNPs/individuals used to design the arrays.

  american liver simulated hapmap snp gene simulation-based

• Meta-analysis of inter-species liver co-expression networks elucidates traits associated with common human diseases.

  PMID 20019805 · PMC2787626 · PLoS computational biology · 2009 · 8 claims · 8 setups

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  A novel semi-parametric meta-analysis method (based on a gene-centric Glass's d effect size) outperforms existing parametric and non-parametric meta-analysis methods at identifying functionally coherent gene pairs across species.

  liver simulated conserved nearly gene simulation kolmogorov-smirnov