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).

• Genome-wide prioritization of disease genes and identification of disease-disease associations from an integrated human functional linkage network.

  PMID 19728866 · PMC2768980 · Genome biology · 2009 · 6 claims · 6 setups

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  Integrating 16 genomic features (32 sub-features) via a naïve Bayes classifier produces a genome-scale FLN of 21,657 human genes and 22,388,609 weighted links that outperforms any individual data source for inferring functional linkages.

  genome gene omim known naïve linkage disease-centric

• Human genomic diversity, viral genomics and proteomics, as exemplified by human papillomaviruses and H5N1 influenza viruses.

  PMID 19706363 · PMC3525194 · Human genomics · 2009 · 8 claims · 6 setups

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  A novel HPV type (HPV-85) was identified and phylogenetically characterized, showing closest relatedness to HPV-70/39/18/45/59 within the A7 genital HPV group

  novel hpv gene h5n1 whole-genome intrinsic statistical

• PRLTS gene alterations in human prostate cancer.

  PMID 9197531 · PMC5921422 · Japanese journal of cancer research : Gann · 1997 · 5 claims · 3 setups

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  LOH at the PRLTS gene locus is a relatively common abnormality in prostate cancer

  tumor metastatic loh pcr-sscp sequencing

• Measurement reproducibility in the early stages of biomarker development.

  PMID 15665389 · PMC3839328 · Disease markers · 2004 · 6 claims · 3 setups

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  Functional PCA can be used as the basis for gauge R&R (repeatability and reproducibility) assessment of mass spectra without prior identification of which spectral features are biomarkers

  pooled same registered seldi-tof univariate functional

• A golden age of brain exploration.

  PMID 15660159 · PMC544547 · PLoS biology · 2005 · 8 claims · 3 setups

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  Over 99% of neuroscience literature focuses on only 1% of the ~15,000–16,000 genes expressed in the brain, leaving most brain-expressed genes uncharacterized.

  brain transgenic situ microarray bacterial

• 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

• Comprehensive benchmarking of large language models for RNA secondary structure prediction.

  PMID 40205851 · PMC11982019 · Briefings in bioinformatics · 2025 · 7 claims · 4 setups

  Has reproduction · 88

  Existing RNA-LLMs had not previously been evaluated for secondary structure prediction in a unified, fair experimental setup with the same datasets and prediction model.

  archiveii bprna large-scale secondary cross-family self-supervised

• Genomic and proteomic techniques applied to reproductive biology.

  PMID 11574051 · PMC138959 · Genome biology · 2001 · 8 claims · 8 setups

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  Knockout of the E6-AP (UBE3A) gene reduces testis and prostate size in male mice and compromises estradiol action in females

  e6-ap fgf9-deficient jsd one-cell gene germ-cell interference

• Expression Atlas update--a database of gene and transcript expression from microarray- and sequencing-based functional genomics experiments.

  PMID 24304889 · PMC3964963 · Nucleic acids research · 2014 · 8 claims · 6 setups

  Has reproduction · 84

  Expression Atlas is a value-added database providing gene, protein and splice variant expression across cell types, organism parts, developmental stages, diseases and other biological/experimental conditions, built from manually curated high-quality microarray and RNA-sequencing experiments from ArrayExpress.

  organisms arrayexpress-derived pride rna-sequencing single-channel two-colour

• MODBASE: a database of annotated comparative protein structure models and associated resources.

  PMID 16381869 · PMC1347422 · Nucleic acids research · 2006 · 8 claims · 7 setups

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  MODBASE is a database of automatically calculated comparative protein structure models covering all UniProt sequences matchable to a known structure

  uniprot non-redundant complexes saccharomyces comparative pairwise domain-domain

• Ensembl 2008.

  PMID 18000006 · PMC2238821 · Nucleic acids research · 2008 · 8 claims · 6 setups

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  The Ensembl regulatory build integrates multiple genome-wide functional genomics datasets to automatically annotate regulatory regions and assign putative functions across the genome.

  embryonic amniota multi-species individuals automated chip-chip comparative

• G-compass: a web-based comparative genome browser between human and other vertebrate genomes.

  PMID 19846439 · PMC2788932 · Bioinformatics (Oxford, England) · 2009 · 7 claims · 2 setups

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  G-compass is a web-based tool that displays two corresponding genomic regions from human and another vertebrate species simultaneously in parallel, without requiring client installation.

  genome hg18 blastz comparison

• Proposed methods for testing and selecting the ERCC external RNA controls.

  PMID 16266432 · PMC1325234 · BMC genomics · 2005 · 8 claims · 5 setups

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  A consortium-developed, standardized set of external RNA control transcripts can be used to assess technical performance in gene expression assays (microarray and QRT-PCR)

  candidate linearized transcripts pools sequence transcription quality

• Evolutionary repair: Changes in multiple functional modules allow meiotic cohesin to support mitosis.

  PMID 32155147 · PMC7138332 · PLoS biology · 2020 · 8 claims · 7 setups

  Has reproduction · 90

  Replacing Scc1 with Rec8 in mitosis impairs sister chromosome cohesion, advances the timing of genome replication, and reduces reproductive fitness by 45%

  saccharomyces cerevisiae competitive live-cell flow

• Expression Patterns of Immune Genes Reveal Heterogeneous Subtypes of High-Risk Neuroblastoma.

  PMID 32629858 · PMC7408437 · Cancers · 2020 · 8 claims · 8 setups

  Has reproduction · 73

  Unsupervised biclustering of 283 NB-specific immune genes stratifies HR-NB into two reproducible subtypes: ultra-high-risk (UHR-NB) and (revised) HR-NB.

  pediatric target cohorts neuroblastoma bulk spectral kaplan-meier

• Improved precision of epigenetic clock estimates across tissues and its implication for biological ageing.

  PMID 31443728 · PMC6708158 · Genome medicine · 2019 · 6 claims · 8 setups

  Has reproduction · 68

  A near-perfect chronological age predictor can in principle be developed from DNA methylation when training sample size is sufficiently large.

  blood unrelated sgpd lbc1921 methylation reml permutation

• The first single-stranded DNA virus targeting Pectobacterium belongs to the family Microviridae and demonstrates a broad host range to Pectobacterium brasiliense soft rot pathogens.

  PMID 41739249 · PMC12935840 · Archives of virology · 2026 · 8 claims · 8 setups

  Has reproduction · 90

  Phage Mimer is the first described lytic ssDNA (Microviridae) phage targeting Pectobacterium

  phage conserved gpg cscl-gradient-purified whole-genome comparative intergenomic

• High performance imputation of structural and single nucleotide variants using low-coverage whole genome sequencing.

  PMID 40155798 · PMC11951665 · Genetics, selection, evolution : GSE · 2025 · 7 claims · 6 setups

  Has reproduction · 85

  SNVs are imputed with high accuracy and recall across all tested WGS depths (1-4x), including in samples external to the reference panel.

  atlantic low-coverage genotyping genome

• Tracing human genetic histories and natural selection with precise local ancestry inference.

  PMID 40379651 · PMC12084304 · Nature communications · 2025 · 7 claims · 7 setups

  Has reproduction · 76

  Orchestra, a two-stage LAI method combining a recombination-distance base layer with a deep learning (convolutional + attention) smoothing module, outperforms RFmix, FLARE and Gnomix in precision and recall across simulated admixture generations.

  1kgp-16pops independent simulated 1kgp simulated population-level local

• Toxicogenomics research consortium sails into uncharted waters.

  PMID 12460811 · PMC1241122 · Environmental health perspectives · 2002 · 8 claims · 8 setups

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  The NIEHS-funded $37 million Toxicogenomics Research Consortium (TRC) combines the NIEHS Microarray Center with five academic institutions (UNC, Duke, Fred Hutchinson/UW, MIT, OHSU) to define genetic variability, set gene expression standards, and study environmental stress responses.

  strains nervous mice liver microarray gene toxicogenomic