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).

• Development of proteomic patterns for detecting lung cancer.

  PMID 14757945 · PMC3851077 · Disease markers · 2003 · 8 claims · 3 setups

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  A decision tree classification algorithm built on three serum protein mass peaks (8122Da, 1452Da, 1610Da) can discriminate lung cancer patients from healthy controls

  serum pooled seldi-tof-ms decision reproducibility

• Topologically inferring pathway activity toward precise cancer classification via integrating genomic and metabolomic data: prostate cancer as a case.

  PMID 26286638 · PMC4541321 · Scientific reports · 2015 · 6 claims · 6 setups

  Has reproduction · 76

  DRW-GM evaluates gene topological importance by directed random walk on a global gene–metabolite pathway graph integrating gene expression and metabolomic profiles to infer pathway activities

  prostate matched gse8511 gene metabolomic pathway

• Enhancing chemotherapy response prediction via matched colorectal tumor-organoid gene expression analysis and network-based biomarker selection.

  PMID 39754813 · PMC11754497 · Translational oncology · 2025 · 6 claims · 8 setups

  Has reproduction · 78

  A consensus WGCNA approach combining matched tumor-organoid and independent organoid drug-response expression data identifies gene modules and hub genes predictive of 5-FU chemotherapy response

  colorectal matched combined expression microarray rna-seq consensus

• Genomic analysis of the clonal origins of relapsed acute lymphoblastic leukemia.

  PMID 19039135 · PMC2746051 · Science (New York, N.Y.) · 2008 · 8 claims · 7 setups

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  Diagnosis and relapse ALL samples show different patterns of CNAs, with relapse-acquired abnormalities preferentially affecting cell cycle regulation and B-cell development genes

  matched bone leukemia diagnosis snp flow quantitative

• Allelotype of squamous cell carcinoma of the head and neck: fractional allele loss correlates with survival.

  PMID 7577465 · PMC2033926 · British journal of cancer · 1995 · 7 claims · 4 setups

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  Allelic imbalance/LOH occurs most frequently on chromosome arms 3p, 9p, 17p and 18q (>45% LOH) in SCCHN

  scchn subset microsatellite fractional survival

• Chromosome alterations and E-cadherin gene mutations in human lobular breast cancer.

  PMID 10584868 · PMC2374316 · British journal of cancer · 1999 · 8 claims · 5 setups

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  LOH at chromosome 16q21-q22.1 occurs in 100% of informative lobular breast tumours, the highest frequency of any region tested

  lobular pcr loh loh pcr-sscp sequencing

• Detecting natural selection by empirical comparison to random regions of the genome.

  PMID 19783549 · PMC2778377 · Human molecular genetics · 2009 · 8 claims · 5 setups

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  Comparing candidate loci to empirically matched random genomic regions (ENCODE data) avoids the strong demographic/mutation assumptions required by theoretical neutral models and provides a robust test for selection

  ceu genomic simulated long-read snp population

• mtDNA nt13708A variant increases the risk of multiple sclerosis.

  PMID 18270557 · PMC2217590 · PloS one · 2008 · 8 claims · 5 setups

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  The mtDNA nt13708 G/A polymorphism (nt13708A allele) is significantly associated with increased risk of MS (OR=1.71, P=0.0002) across three well-matched European cohorts.

  peripheral pooled mtdna snp meta-analysis complete

• Generative and integrative modeling for transcriptomics with formalin fixed paraffin embedded material.

  PMID 41029822 · PMC12486589 · Journal of translational medicine · 2025 · 8 claims · 6 setups

  Has reproduction · 67

  The negative binomial distribution best fits fRNA-seq transcript counts, with little evidence supporting zero-inflated extensions

  compendium ffpe simulated frna-seq statistical bulk integrity

• Analysis of the TGF beta functional pathway in epithelial ovarian carcinoma.

  PMID 11531253 · PMC2364123 · British journal of cancer · 2001 · 6 claims · 6 setups

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  IGFIIR, TGFβ1 and TGFβRII are proposed to function as a unit in the TGFβ growth inhibitory pathway

  epithelial tumor genomic ovarian sscp sequencing pcr

• Nuclear beta-catenin expression is closely related to ulcerative growth of colorectal carcinoma.

  PMID 11953860 · PMC2364167 · British journal of cancer · 2002 · 7 claims · 5 setups

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  Nuclear β-catenin expression is significantly associated with ulcerative growth of colorectal cancer

  sporadic same genomic immunohistochemistry truncation single-strand

• 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

• The D2 dopamine receptor gene and nicotine dependence among bladder cancer patients and controls.

  PMID 19842028 · PMC3719969 · Behavior genetics · 2010 · 8 claims · 5 setups

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  Among ever-smoking controls, A1 and B1 genotypes were associated with greater smoking intensity and younger age at smoking initiation than A2A2/B2B2

  peripheral bladder current genotype pcr-rflp structured fagerström

• Bias of selection on human copy-number variants.

  PMID 16482228 · PMC1366494 · PLoS genetics · 2006 · 8 claims · 8 setups

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  Human CNVs are significantly overrepresented near telomeres and centromeres and enriched in simple tandem repeats relative to the genome as a whole

  genome human-mouse cnv-encompassed inbred comparative randomization molecular

• The association of membrane frizzled-related protein (MFRP) gene with acute angle-closure glaucoma--a pilot study.

  PMID 18781223 · PMC2532703 · Molecular vision · 2008 · 8 claims · 4 setups

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  None of the three MFRP sequence variants tested (rs3814762, rs36015759, rs2510143) showed a statistically significant association with acute angle-closure glaucoma

  genomic same eyes pcr genotype linkage

• A statistical model to identify differentially expressed proteins in 2D PAGE gels.

  PMID 19763172 · PMC2734266 · PLoS computational biology · 2009 · 7 claims · 5 setups

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  A mixture likelihood model incorporating both detected and non-detected proteins has higher statistical power to detect differential expression than standard approaches like the Student's t-test.

  plasma simulated page simulated

• Prediction of prognostic signatures in triple-negative breast cancer based on the differential expression analysis via NanoString nCounter immune panel.

  PMID 33138797 · PMC7607642 · BMC cancer · 2020 · 8 claims · 8 setups

  Has reproduction · 72

  edgeR-based DEG selection is more appropriate for feature selection than Elastic Net when sample sizes are small.

  ffpe same nanostring tnbc nanostring immunohistochemistry differential

• Comparative genomic analysis of Campylobacter jejuni associated with Guillain-Barré and Miller Fisher syndromes: neuropathogenic and enteritis-associated isolates can share high levels of genomic similarity.

  PMID 17919333 · PMC2174954 · BMC genomics · 2007 · 8 claims · 4 setups

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  GBS/MFS strains are genomically heterogeneous, falling into about six major lineages rather than a single clonal group

  jejuni subset matched comparative fisher's hierarchical

• Fast, accurate, and racially unbiased pan-cancer tumor-only variant calling with tabular machine learning.

  PMID 36611079 · PMC9825621 · NPJ precision oncology · 2023 · 8 claims · 8 setups

  Has reproduction

  Tree-based (XGBoost, LightGBM) and deep-learning (TabNet) tabular ML classifiers achieve state-of-the-art somatic vs germline classification in tumor-only WES samples, outperforming PureCN.

  tcga same metastatic tumor-only whole-exome wes copy-number

• Computational comparison of two mouse draft genomes and the human golden path.

  PMID 12537546 · PMC151282 · Genome biology · 2003 · 8 claims · 7 setups

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  The Celera and public mouse genome assemblies differ in about 10% of the mouse genome, with complementary strengths (Celera higher base-pair accuracy and overall coverage; public assembly higher quality in some finished BAC regions and freely accessible)

  newly genome chromosome genomic blat blastn repeat