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).

• Parsimonious Gene Correlation Network Analysis (PGCNA): a tool to define modular gene co-expression for refined molecular stratification in cancer.

  PMID 30993001 · PMC6459838 · NPJ systems biology and applications · 2019 · 8 claims · 7 setups

  Has reproduction · 71

  Retaining only the top ~3 most correlated edges per gene (EPG3) combined with FastUnfold clustering (termed PGCNA) produces gene co-expression modules with significantly better separation and enrichment of known biology than using all edges or other clustering methods.

  breast colorectal brca representative gene comparative multi-omic

• Bioinformatics Analysis of the Characteristics and Correlation of m6A Methylation in Breast Cancer Progression.

  PMID 35655723 · PMC9148239 · Contrast media & molecular imaging · 2022 · 8 claims · 8 setups

  Has reproduction · 48

  Breast cancer samples can be divided into 4 m6A subtypes (quiescent, m6A methylation, protein-binding, mixed) based on expression of m6A-related genes, with consistent proportions across datasets

  tcga-brca gse96058 gse25066 bulk gene survival

• CLEAN: CLustering Enrichment ANalysis.

  PMID 19640299 · PMC2734555 · BMC bioinformatics · 2009 · 8 claims · 4 setups

  Full-text index only

  The gene-specific CLEAN score improves reproducibility of cluster analysis conclusions across independent datasets compared to the traditional cluster-wide score (cwCLEAN).

  four breast combined hierarchical cluster csimm-based

• Increased prevalence of hybrid epithelial/mesenchymal state and enhanced phenotypic heterogeneity in basal breast cancer.

  PMID 38974967 · PMC11225361 · iScience · 2024 · 7 claims · 7 setups

  Has reproduction · 95

  Luminal breast cancer gene expression signature is closely/positively associated with an epithelial signature

  breast-cancer-specific tcga ccle four single-sample survival genome-wide

• Rho GTPases in human breast tumours: expression and mutation analyses and correlation with clinical parameters.

  PMID 12237774 · PMC2364248 · British journal of cancer · 2002 · 8 claims · 8 setups

  Full-text index only

  RhoA, RhoB, Rac1 and Cdc42 protein levels are markedly overexpressed in breast tumours compared to matched normal tissue from the same patient

  breast western c3-mediated 32p-gtp

• A systems-level analysis of the mutually antagonistic roles of RKIP and BACH1 in dynamics of cancer cell plasticity.

  PMID 37963558 · PMC10645512 · Journal of the Royal Society, Interface · 2023 · 8 claims · 7 setups

  Has reproduction · 95

  RKIP and BACH1 are negatively correlated with each other across most cancer types in TCGA

  tcga er+ ccle computational spearman correlation gene

• GREIN: An Interactive Web Platform for Re-analyzing GEO RNA-seq Data.

  PMID 31110304 · PMC6527554 · Scientific reports · 2019 · 8 claims · 7 setups

  Has reproduction · 73

  GREIN is a web application providing user-friendly interfaces to manipulate, visualize, and analyze GEO RNA-seq data.

  mcf10a nde&dt hypoxia bulk correlation pca

• The oncogene AAMDC links PI3K-AKT-mTOR signaling with metabolic reprograming in estrogen receptor-positive breast cancer.

  PMID 33772001 · PMC7998036 · Nature communications · 2021 · 8 claims · 8 setups

  Has reproduction · 85

  AAMDC is an amplified/overexpressed oncogene in a subgroup of ER-positive breast cancers (IntClust2) associated with poor prognosis

  breast luminal sum52pe t-47d immunohistochemistry fluorescence qrt-pcr

• Convergence of mutation and epigenetic alterations identifies common genes in cancer that predict for poor prognosis.

  PMID 18507500 · PMC2429944 · PLoS medicine · 2008 · 7 claims · 7 setups

  Full-text index only

  At least 36 of the 189 newly mutated CAN genes are targets of promoter CpG island hypermethylation, often in both colon and breast cancer cell lines

  breast same selected hct116 expression methylation-specific rt-pcr

• Utilization of genomic signatures to identify phenotype-specific drugs.

  PMID 19714244 · PMC2729377 · PloS one · 2009 · 8 claims · 8 setups

  Full-text index only

  A RAS pathway gene expression signature applied to NCI-60 cells identifies compounds selectively active against RAS-activated cells, including the MEK inhibitor Hypothemycin

  nci-60 breast mda-mb-231 signature-drug gene signature

• CoINcIDE: A framework for discovery of patient subtypes across multiple datasets.

  PMID 26961683 · PMC4784276 · Genome medicine · 2016 · 8 claims · 6 setups

  Has reproduction · 87

  CoINcIDE is a methodological framework that discovers replicable patient subtypes (meta-clusters) across multiple datasets by finding consensus across dataset-specific clusterings, requiring no between-dataset transformations.

  breast ovarian simulated gene semi-supervised novo

• Molecular tumor profiling: translating genomic insights into clinical advances.

  PMID 15287965 · PMC507868 · Genome biology · 2004 · 8 claims · 8 setups

  Full-text index only

  Gene-expression profiling can distinguish BRCA1- and BRCA2-linked breast tumors from sporadic breast tumors with similar hormone-receptor status

  breast ovarian panel tumor gene-expression candidate-gene large-scale

• Human and mouse oligonucleotide-based array CGH.

  PMID 16361265 · PMC1316119 · Nucleic acids research · 2005 · 8 claims · 8 setups

  Full-text index only

  Oligo array CGH detects single copy gains, multi-copy amplifications, and homozygous/heterozygous deletions as small as 100 kb

  bt474 normal gm01750 mda-mb-468 array fish

• 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

  Full-text index only

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

  breast early-stage diffuse dlbcl gene

• Gata-3 and mammary cell fate.

  PMID 17381824 · PMC1868924 · Breast cancer research : BCR · 2007 · 8 claims · 8 setups

  Full-text index only

  Gata-3 is required for formation of mammary placodes during embryonic development

  mammary gata-3 k14-cre mmtv-cre microarray lacz cre

• Integrative transcriptomic and machine learning framework reveals candidate genes and potential mechanisms of aflatoxin B1 exposure in breast cancer.

  PMID 41688730 · PMC12982753 · Scientific reports · 2026 · 7 claims · 8 setups

  Has reproduction · 83

  Twenty-two genes lie at the intersection of AFB1-predicted targets and breast cancer-associated co-expression modules/DEGs

  afb1 breast training candidate computational bulk weighted

• Characterization of heterotypic interaction effects in vitro to deconvolute global gene expression profiles in cancer.

  PMID 17868458 · PMC2375029 · Genome biology · 2007 · 8 claims · 8 setups

  Full-text index only

  Co-culture of certain breast cancer cell lines with stromal fibroblasts induces interferon-response genes (IRGs) in a subset of cancer cells

  mda-mb231 epithelial breast early-stage cdna quantitative facs

• Comparison of RNA-Seq by poly (A) capture, ribosomal RNA depletion, and DNA microarray for expression profiling.

  PMID 24888378 · PMC4070569 · BMC genomics · 2014 · 8 claims · 8 setups

  Has reproduction · 77

  Ribo-Zero-Seq removes rRNA with efficiency comparable to poly(A)-based mRNA-Seq in both FF and FFPE RNA, whereas DSN-Seq leaves significantly more rRNA and shows greater variation.

  fresh-frozen ffpe breast unc microarray mrna-seq ribo-zero-seq

• Stemming cancer: functional genomics of cancer stem cells in solid tumors.

  PMID 18561035 · PMC2758383 · Stem cell reviews · 2008 · 8 claims · 8 setups

  Full-text index only

  Cancer stem cells are a minority tumor subpopulation that alone can maintain indefinite tumor growth, as shown by serial transplantation experiments

  solid fetal cd133+ breast facs neurosphere genome-wide

• Linkage disequilibrium mapping of a breast cancer susceptibility locus near RAI/PPP1R13L/iASPP.

  PMID 18588689 · PMC2474586 · BMC medical genetics · 2008 · 8 claims · 6 setups

  Full-text index only

  A region spanning the gene RAI and the 5' portion of XPD is associated with postmenopausal breast cancer

  peripheral genomic genotype independent linkage targeted genotyping