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).

• Computational modeling demonstrates that glioblastoma cells can survive spatial environmental challenges through exploratory adaptation.

  PMID 31836713 · PMC6911112 · Nature communications · 2019 · 8 claims · 6 setups

  Has reproduction · 100

  Stochastic exploration of the gene-regulatory network structure confers enhanced adaptive capacity, enabling GBM cells to converge to new target phenotypes in novel environments.

  gbm glioma gbm-focused glioma-related transcriptomic differential gene-regulatory

• Chemical reversible crosslinking enables measurement of RNA 3D distances and alternative conformations in cells.

  PMID 35177610 · PMC8854666 · Nature communications · 2022 · 8 claims · 7 setups

  Has reproduction · 84

  SHARC uses chemical crosslinkers of defined lengths to measure distances between nucleotides in cellular RNA

  model dipicolinic hek293t 28s crosslinking nmr crosslink

• Numb prevents a complete epithelial-mesenchymal transition by modulating Notch signalling.

  PMID 29187638 · PMC5721160 · Journal of the Royal Society, Interface · 2017 · 7 claims · 8 setups

  Has reproduction · 49

  Numb (and Numbl) inhibits a full EMT by stabilizing a hybrid E/M phenotype, acting as a 'phenotypic stability factor'.

  notch-emt-numb h1975 independent mathematical multi-cell sirna

• Empowering integrative and collaborative exploration of single-cell and spatial multimodal data with SGS genome browser.

  PMID 40233745 · PMC12143324 · Cell genomics · 2025 · 8 claims · 6 setups

  Has reproduction

  SGS is a user-friendly, collaborative, versatile browser for integrative visualization of single-cell and spatial multimodal (scMulti-omics) data

  dorsal hematopoietic brain onek1k sn-m3c-seq scatac-seq spatial

• CanCellCap: robust cancer cell capture across tissue types on single-cell RNA-seq data by multi-domain learning.

  PMID 40739511 · PMC12312500 · BMC biology · 2025 · 8 claims · 8 setups

  Has reproduction · 42

  CanCellCap, a multi-domain learning framework integrating domain adversarial learning and Mixture of Experts, identifies cancer cells across all tissues, cancers, and sequencing platforms by extracting tissue-common and tissue-specific gene expression patterns.

  testing datasets tisch2 prostate scrna-seq simulated spatial

• Integrative analysis of transcriptomic data reveals a predictive gene signature for chemoradiotherapy response in rectal cancer.

  PMID 41550766 · PMC12803930 · iScience · 2026 · 8 claims · 5 setups

  Has reproduction · 50

  A 186-gene signature derived from six GEO transcriptomic datasets predicts nCRT response in LARC with AUC 0.80 in cross-validation

  pre-treatment domingo geo bulk bulk external spatial

• 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

• 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

• Genome-wide DNA hypermethylation opposes healing in patients with chronic wounds by impairing epithelial-mesenchymal transition.

  PMID 35819852 · PMC9433101 · The Journal of clinical investigation · 2022 · 8 claims · 8 setups

  Has reproduction · 68

  Chronic wound-edge tissue exhibits genome-wide DNA hypermethylation, with hypermethylation more prominent than hypomethylation across differentially methylated regions.

  chronic unwounded keratinocytes whole-genome bisulfite bulk

• New perspectives on an old disease: proteomics in cancer research.

  PMID 17472735 · PMC1895992 · Genome biology · 2007 · 8 claims · 8 setups

  Full-text index only

  The HUPO Plasma Proteome Project has catalogued over 3,020 non-redundant gene products (>7,000 proteins/isoforms) in human plasma, many originating from tissues/organs rather than being plasma-intrinsic.

  plasma breast tumor genetically shotgun proteomics glycopeptide

• Research Spotlight: New multiparameter bioanalytical technologies for applications in personalized medicine, drug discovery and fundamental biology.

  PMID 21083072 · PMC3106349 · Bioanalysis · 2009 · 8 claims · 8 setups

  Full-text index only

  High-density arrays of silicon photonic microring resonators enable label-free, multiplexed detection of DNA, miRNA, and protein biomarkers from a single small-volume sample

  silicon undiluted model label-free multiplexed cytokine

• Lipids join the post-genomic era.

  PMID 17076911 · PMC1794566 · Genome biology · 2006 · 8 claims · 8 setups

  Full-text index only

  Infrared-laser MALDI-MS can image biological tissue while avoiding the matrix-preparation artifacts of UV-laser MALDI

  biological intact mixtures yeast maldi esi faims

• Statistical challenges in preprocessing in microarray experiments in cancer.

  PMID 18829474 · PMC3529914 · Clinical cancer research : an official journal of the American Association for Cancer Research · 2008 · 8 claims · 7 setups

  Full-text index only

  Choice of pre-processing method materially changes which features are found significantly associated with survival in the Beer et al. lung cancer microarray dataset

  lung beer individual outlier expression rank-covariance quality-control

• Genomics--from Neanderthals to high-throughput sequencing.

  PMID 16934106 · PMC1779599 · Genome biology · 2006 · 8 claims · 8 setups

  Full-text index only

  Next-generation sequencing platforms (GS20/454 and Solexa) can deliver the throughput and cost reductions needed for population-scale and medical resequencing.

  bacterial ion-channel drosophila arrays next-generation pooled multiplex

• Multimodal data integration for biologically-relevant artificial intelligence to guide adjuvant chemotherapy in stage II colorectal cancer.

  PMID 40472802 · PMC12171563 · EBioMedicine · 2025 · 6 claims · 7 setups

  Has reproduction · 83

  AI-derived radiological clustering identifies stage II CRC patients with significantly different survival benefit from adjuvant chemotherapy

  stage patients tumour whole-tumour radiomics bulk cellular

• ABO exon and intron analysis in individuals with the AweakB phenotype reveals a novel O1v-A2 hybrid allele that causes four missense mutations in the A transferase.

  PMID 14617382 · PMC305365 · BMC genetics · 2003 · 8 claims · 7 setups

  Full-text index only

  A novel O1v-A2 hybrid allele, containing four missense mutations, causes the A weak B phenotype in five individuals of African descent

  genomic red computational abo sequencing blood

• Direct inference of SNP heterozygosity rates and resolution of LOH detection.

  PMID 18052545 · PMC2098867 · PLoS computational biology · 2007 · 6 claims · 7 setups

  Full-text index only

  A large proportion of SNPs in dbSNP have high-variance HET rate estimates, limiting their reliability for LOH study design.

  dbsnp theoretical simulated hapmap snp probability sequential

• Investigating the genetic association between ERAP1 and ankylosing spondylitis.

  PMID 19692350 · PMC2758148 · Human molecular genetics · 2009 · 8 claims · 8 setups

  Full-text index only

  The genetic association between ERAP1 and AS is confirmed in an independent replication cohort

  patients cases genotype comparison snp meta-analysis resequencing