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).

• Sequence polymorphisms cause many false cis eQTLs.

  PMID 17637838 · PMC1906859 · PloS one · 2007 · 8 claims · 7 setups

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  Many reported local/cis eQTLs are false positives caused by probe-region sequence polymorphisms affecting hybridization rather than true cis-regulatory expression differences.

  lymphoblastoid hematopoietic caenorhabditis genome anova-based sanger eqtl

• A statistical framework for consolidating "sibling" probe sets for Affymetrix GeneChip data.

  PMID 18435860 · PMC2397416 · BMC genomics · 2008 · 7 claims · 4 setups

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  A two-way ANOVA model with a treatment x probe-set interaction term can automatically determine whether sibling probe sets for a gene behave similarly (non-significant interaction, consolidate) or differently (significant interaction, treat as independent)

  retina thyroid spermatogonial differentially two-way paired anova-based

• 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

• 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

• Proteomic analysis of stage I primary lung adenocarcinoma aimed at individualisation of postoperative therapy.

  PMID 18212748 · PMC2243141 · British journal of cancer · 2008 · 5 claims · 6 setups

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  LC-MS/MS proteomic analysis of stage I lung adenocarcinoma specimens identified myosin IIA and vimentin as candidate biomarker proteins with signal intensities that differed significantly among patient outcome groups

  surgically tryptic set lysates lc-ms mascot immunohistochemistry

• Detection of venous thromboembolism by proteomic serum biomarkers.

  PMID 17579716 · PMC1891085 · PloS one · 2007 · 5 claims · 8 setups

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  A neural network-based classifier built from direct MALDI-TOF MS serum protein expression profiles can diagnose VTE with sensitivity/specificity that exceeds D-dimer assays

  serum anova-selected citrated depleted direct artificial d-dimer

• Visualization of three-way comparisons of omics data.

  PMID 17335588 · PMC1831488 · BMC bioinformatics · 2007 · 7 claims · 3 setups

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  A novel HSB (hue, saturation, brightness) color-coding scheme can represent three-way comparisons of corresponding datapoints from three datasets.

  liver replicate ce-tofms one-way electropherogram

• STAT3-dependent analysis reveals PDK4 as independent predictor of recurrence in prostate cancer.

  PMID 32323921 · PMC7178451 · Molecular systems biology · 2020 · 8 claims · 6 setups

  Has reproduction · 66

  Low STAT3 expression in primary PCa is associated with increased OXPHOS and ribosomal biosynthesis at the transcriptomic level

  prostate bulk weighted reverse

• 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

• Hierarchical classification-based pan-cancer methylation analysis to classify primary cancer.

  PMID 38066424 · PMC10709847 · BMC bioinformatics · 2023 · 8 claims · 8 setups

  Has reproduction · 83

  CHCT, a two-tier hierarchical classification tool built from methylation data, accurately classifies primary cancer type across 30 cancer types.

  tumor clinical methylation clustered methylation unsupervised anova

• Machine learning reveals microbial interactions driving plastic degradation across plastisphere environments.

  PMID 41657981 · PMC12876002 · Frontiers in microbiology · 2025 · 8 claims · 7 setups

  Has reproduction · 87

  Wastewater plastispheres harbor the most diverse and compositionally even microbial communities among the three habitats studied

  plastisphere otu 16s alpha beta

• Intratumoral heterogeneity in microsatellite instability status at single-cell resolution.

  PMID 41767255 · PMC12936829 · iScience · 2026 · 8 claims · 7 setups

  Has reproduction · 100

  A novel computational (Snakemake) pipeline quantifies intratumoral heterogeneity in MSI status at single-cell resolution

  colorectal cancer aggregated msisensor-rna single-cell cnv-based

• QTLs for heat-induced stomatal anatomy underpin gas exchange variation in field-grown wheat.

  PMID 42231893 · PMC13223016 · Frontiers in plant science · 2026 · 8 claims · 6 setups

  Has reproduction · 100

  Heat stress via delayed sowing reduces stomatal conductance (gs) and gas exchange efficiency (gse) despite unchanged theoretical maximum anatomical conductance (gsmax), revealing a decoupling of structural potential and physiological performance under stress.

  field-grown microscope wheat field stomatal in-field deep

• Integration of Transcriptomics With Interpretable Artificial Intelligence for Identifying Molecular Signatures of Physiological Stress in Sleep Deprivation.

  PMID 42216239 · PMC13240488 · Journal of cellular and molecular medicine · 2026 · 8 claims · 7 setups

  Has reproduction · 49

  S100A3 shows consistent discriminatory performance across the training cohort, an independent sleep deprivation cohort, and a chronic insomnia cohort

  blood degs bulk single-gene gene

• Quadratic regression analysis for gene discovery and pattern recognition for non-cyclic short time-course microarray experiments.

  PMID 15850479 · PMC1127068 · BMC bioinformatics · 2005 · 8 claims · 8 setups

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  A step-down quadratic regression method (fitting quadratic, then linear, then null models per gene) identifies differentially expressed genes and classifies them into 9 temporal expression patterns using continuous time information.

  olfactory present same anova-significant microarray step-down peddada

• 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

• Widespread ectopic expression of olfactory receptor genes.

  PMID 16716209 · PMC1508154 · BMC genomics · 2006 · 8 claims · 6 setups

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  OR genes show widespread, locus-dependent, heterogeneous ectopic expression across dozens of non-olfactory human and mouse tissues

  tissues olfactory intact probesets microarray est custom

• The Li2 mutation results in reduced subgenome expression bias in elongating fibers of allotetraploid cotton (Gossypium hirsutum L.).

  PMID 24598808 · PMC3944810 · PloS one · 2014 · 8 claims · 7 setups

  Has reproduction · 58

  The Li2 mutation significantly reduces subgenome (homeolog) expression bias in the elongating fiber transcriptome.

  developing rna-seq expressed subgenome-biased paired-end rna-seq rt-qpcr

• Identification of novel markers for liver fibrosis in HIV/hepatitis C virus coinfected individuals using genomics-based approach.

  PMID 18614866 · PMC2654216 · AIDS (London, England) · 2008 · 8 claims · 6 setups

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  An 8-marker model combining six serum markers, age, and ART experience predicts liver fibrosis stage with an AUROC of 0.904.

  pbmcs liver serum blood microarray liver serum

• Genome-wide survey of allele-specific splicing in humans.

  PMID 18518984 · PMC2427040 · BMC genomics · 2008 · 8 claims · 5 setups

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  A genome-wide computational scan identified 30,977 SNPs located within predicted splicing regulatory sequences (donor sites, acceptor sites, branch points, and ESEs)

  genome cdna hapmap computational est exon