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).

• Colorectal Cancer Prediction Based on Weighted Gene Co-Expression Network Analysis and Variational Auto-Encoder.

  PMID 32825264 · PMC7563725 · Biomolecules · 2020 · 6 claims · 7 setups

  Has reproduction · 80

  Combining WGCNA hub genes and VAE 10-dimensional representation as features for an SVM classifier achieves high accuracy in predicting CRC

  colorectal same combined meturquoise microarray differential batch

• Indirect genomic effects on survival from gene expression data.

  PMID 18358079 · PMC2397510 · Genome biology · 2008 · 7 claims · 6 setups

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  A novel methodology (dynamic path analysis combined with additive hazard survival regression) can detect and quantify indirect effects of gene expression on survival mediated through transcription factor target genes.

  dutch uppsala dlbcl gene gene literature permutation

• Re-evaluating early breast neoplasia.

  PMID 18279539 · PMC2374963 · Breast cancer research : BCR · 2008 · 8 claims · 7 setups

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  The classic single linear model of breast cancer progression requires revision based on high-throughput molecular genetic and gene expression data.

  dcis breast patient-matched premalignant comparative combined cdna

• Methods for genome-wide analysis of DNA methylation in intestinal tumors.

  PMID 19854208 · PMC2891386 · Mutation research · 2010 · 8 claims · 8 setups

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  Aberrant DNA methylation, including CpG island hypermethylation of tumor suppressors and genome-wide hypomethylation, is strongly linked to the origin and progression of colorectal cancer.

  cd19+ lung gpx1 tumor mira medip goldengate

• Expression genomics in breast cancer research: microarrays at the crossroads of biology and medicine.

  PMID 17397520 · PMC1868923 · Breast cancer research : BCR · 2007 · 8 claims · 8 setups

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  Genome-wide expression microarray studies reveal transcriptional networks/signatures that explain breast cancer biological and clinical heterogeneity

  breast early-stage diffuse dlbcl gene

• Prostate cancer genomics: towards a new understanding.

  PMID 19104501 · PMC2721916 · Nature reviews. Genetics · 2009 · 8 claims · 8 setups

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  Multiple GWAS have identified over a dozen replicated germline SNPs each associated with a modest increase in prostate cancer risk

  germline families african-american combined genome-wide linkage admixture

• Variation in breast cancer risk in BRCA1 and BRCA2 mutation carriers.

  PMID 18710587 · PMC2575529 · Breast cancer research : BCR · 2008 · 8 claims · 4 setups

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  Lifetime breast cancer risk estimates in BRCA1/2 mutation carriers vary widely (roughly 40% to >80%) depending on the study population and ascertainment method

  women first-degree brca2 families population-based standardized combined

• DeepProg: an ensemble of deep-learning and machine-learning models for prognosis prediction using multi-omics data.

  PMID 34261540 · PMC8281595 · Genome medicine · 2021 · 8 claims · 7 setups

  Has reproduction · 84

  DeepProg is a novel ensemble framework of deep-learning and machine-learning approaches that robustly predicts patient survival subtypes using multi-omics data

  cancer breast hepatocarcinoma tcga multi-omics gene rna-seq

• Comparative analysis of molecular signatures reveals a hybrid approach in breast cancer: Combining the Nottingham Prognostic Index with gene expressions into a hybrid signature.

  PMID 35143511 · PMC8830616 · PloS one · 2022 · 8 claims · 6 setups

  Has reproduction · 48

  A Hybrid signature combining the NPI with 14 SIS-selected genes was constructed from METABRIC training data

  metabric gse96058 test gene sure cox

• 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

• Gene Dosage Analysis on the Single-Cell Transcriptomes Linking Cotranslational Protein Targeting to Metastatic Triple-Negative Breast Cancer.

  PMID 34577617 · PMC8472593 · Pharmaceuticals (Basel, Switzerland) · 2021 · 7 claims · 5 setups

  Has reproduction · 53

  A computational framework integrating independently measured CNV (DNA sequencing) and single-cell RNA-seq from the same patients identifies recurrent concordant copy number gain and gene upregulation (CNG-UP) events and functional modules at the single-cell level.

  metastatic top breast tnbc single-cell functional mutational

• Genetic and epigenetic alterations of Ras signalling pathway in colorectal neoplasia: analysis based on tumour clinicopathological features.

  PMID 17923875 · PMC2360240 · British journal of cancer · 2007 · 8 claims · 4 setups

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  K-ras/BRAF mutations and RASSF2 methylation frequently co-occur in colorectal adenomas, suggesting synergistic cooperation

  colorectal clinicopathological direct combined histopathological

• Evaluation of BRCA1 and BRCA2 mutations and risk-prediction models in a typical Asian country (Malaysia) with a relatively low incidence of breast cancer.

  PMID 18627636 · PMC2575532 · Breast cancer research : BCR · 2008 · 8 claims · 5 setups

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  27 deleterious BRCA1/BRCA2 mutations were detected in 28 breast cancer patients (14 in BRCA1, 13 in BRCA2) among 187 tested

  blood-derived family brca1 direct multiplex boadicea

• Predicting positive p53 cancer rescue regions using Most Informative Positive (MIP) active learning.

  PMID 19756158 · PMC2742196 · PLoS computational biology · 2009 · 8 claims · 4 setups

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  MIP active learning is a novel active learning method that preferentially seeks informative Positive (functionally active) examples rather than only maximizing classifier accuracy.

  engineered p53 computational yeast-based regional homology

• Genomics of signaling crosstalk of estrogen receptor alpha in breast cancer cells.

  PMID 18365014 · PMC2268000 · PloS one · 2008 · 7 claims · 6 setups

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  Estrogen, growth factors and cAMP elicit surprisingly distinct ERα-dependent transcriptional responses in MCF7 cells

  mcf7 promoter cdna quantitative computational

• Population carrier frequency of hMSH2 and hMLH1 mutations.

  PMID 11104559 · PMC2363440 · British journal of cancer · 2000 · 6 claims · 6 setups

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  Population carrier frequency of hMSH2/hMLH1 mutations in people aged 15-74 years is estimated at 1:3139 (95% CI 1:1247-1:7626)

  peripheral scottish finnish baltimore cdna pedigree systematic

• The role of MYH and microsatellite instability in the development of sporadic colorectal cancer.

  PMID 17031395 · PMC2360566 · British journal of cancer · 2006 · 8 claims · 8 setups

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  MYH-associated colorectal cancers can develop through either a chromosomal instability pathway or a microsatellite instability (MSI) pathway, contradicting the assumption that these are mutually exclusive.

  lymphocyte colorectal tumour msi-positive pcr restriction microsatellite

• Getting it right: being smarter about clinical trials.

  PMID 16608383 · PMC1435786 · PLoS medicine · 2006 · 9 claims · 8 setups

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  Bias and confounding in observational studies can produce misleading associations that are overturned by randomized trials (e.g., HRT).

  postmenopausal general patients men randomized population-based large

• Multiplex amplification of all coding sequences within 10 cancer genes by Gene-Collector.

  PMID 17317684 · PMC1874629 · Nucleic acids research · 2007 · 7 claims · 7 setups

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  Gene-Collector is a method for multiplex nucleic acid amplification that specifically circularizes only correctly paired (cognate) PCR primer products on a Collector probe, degrading non-cognate artifacts by exonuclease treatment.

  genomic multiplex circularized circular multiplex probe-guided exonuclease

• A comprehensive sensitivity analysis of microarray breast cancer classification under feature variability.

  PMID 19941644 · PMC2789744 · BMC bioinformatics · 2009 · 7 claims · 4 setups

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  Feature variability strongly influences breast cancer signature composition even when array platform and patient stratification are identical.

  breast preprocessed microarray two-color perturbation