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).

• PredTAD: A machine learning framework that models 3D chromatin organization alterations leading to oncogene dysregulation in breast cancer cell lines.

  PMID 34093998 · PMC8142020 · Computational and structural biotechnology journal · 2021 · 6 claims · 8 setups

  Has reproduction · 77

  PredTAD, a Gradient Boosting Machine model using epigenomic and genomic ChIP-seq-derived features plus neighboring-bin information, classifies 10 kb genomic bins as TAD boundary or non-boundary

  mcf10a t47d mcf7 tcga hi-c chip-seq atac-seq

• Clustering and machine learning-based integration identify cancer associated fibroblasts genes' signature in head and neck squamous cell carcinoma.

  PMID 37065499 · PMC10098459 · Frontiers in genetics · 2023 · 8 claims · 8 setups

  Has reproduction · 63

  Clustering of 31 CAFs genes across 868 HNSCC samples identifies two distinct molecular patterns (C1, C2) with different survival outcomes

  hnscc combined gse164690 tcga-hnsc ssgsea unsupervised immune

• FRMD8 inhibits tumor metastasis in BRCA1-associated TNBC by negatively regulating tmTNF-α.

  PMID 40619383 · PMC12229025 · Cellular & molecular biology letters · 2025 · 8 claims · 8 setups

  Has reproduction · 73

  Low FRMD8 expression in BRCA1-mutant breast cancer cells significantly enhances metastatic potential to various organs

  tnbc geo breast frmd8 bulk meta-analysis single-cell

• LRP1 as a potential diagnostic and immunomodulatory target in endometriosis: evidence from multi-omics and single-cell analyses.

  PMID 42064072 · PMC13124487 · Frontiers in immunology · 2026 · 8 claims · 8 setups

  Has reproduction · 49

  LRP1 is a hub gene with the highest diagnostic performance among 30 candidate hub genes identified by machine learning

  ectopic geo gse5108 training microarray wgcna machine

• Artificial Intelligence Approach in Machine Learning-Based Modeling and Networking of the Coronavirus Pathogenesis Pathway.

  PMID 40699865 · PMC12191508 · Current issues in molecular biology · 2025 · 8 claims · 8 setups

  Has reproduction

  The coronavirus pathogenesis pathway is activated in SARS-CoV-2-infected iPSC-derived cardiac cells and in SARS-CoV/SARS-CoV-2-infected LUAD cells

  ace2-transfected calu-3 luad ipsc-derived ipa sequencing convolutional

• Dynamic interaction of MYC enhancer RNA with YEATS2 protein regulates MYC gene transcription in pancreatic cancer.

  PMID 40216980 · PMC12117045 · EMBO reports · 2025 · 8 claims · 11 setups

  Has reproduction · 90

  MYC eRNAs (notably MYC-490-kb) are transcribed from the MYC super-enhancer and are upregulated by chronic TNF-α stimulation specifically in pancreatic cancer cells, not normal pancreatic epithelial cells

  pdac miapaca-2 chronic myc-490-kb survival chip-seq nascent

• 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

• Calibration-free NGS quantitation of mutations below 0.01% VAF.

  PMID 34675197 · PMC8531361 · Nature communications · 2021 · 8 claims · 6 setups

  Has reproduction · 96

  QBDA (Quantitative Blocker Displacement Amplification) integrates UMI molecular barcoding with BDA variant enrichment to enable calibration-free VAF quantitation

  h37rv repository healthy same single-plex 10-plex 22-plex

• CARAT: a novel method for allelic detection of DNA copy number changes using high density oligonucleotide arrays.

  PMID 16504045 · PMC1402331 · BMC bioinformatics · 2006 · 8 claims · 5 setups

  Full-text index only

  CARAT is a novel algorithm that uses SNP probe intensity and genotype-based allelic dosage response in a regression framework to estimate allele-specific copy number genome-wide.

  normal genomic sk-br-3 cancer snp quantitative allele-specific

• Proteomic and phototoxic characterization of melanolipofuscin: correlation to disease and model for its origin.

  PMID 17392682 · PMC2642915 · Molecular vision · 2007 · 8 claims · 8 setups

  Full-text index only

  MLF accumulation more closely reflects the onset of AMD than LF accumulation

  donor arpe-19 mlf sucrose phototoxicity fluorescence

• RNA-Seq transcriptome profiling identifies CRISPLD2 as a glucocorticoid responsive gene that modulates cytokine function in airway smooth muscle cells.

  PMID 24926665 · PMC4057123 · PloS one · 2014 · 8 claims · 8 setups

  Has reproduction · 87

  Dexamethasone treatment (1 µM, 18 h) of primary human ASM cells differentially regulates 316 genes, including both known and previously uninvestigated glucocorticoid-responsive genes.

  airway asm most single rna-seq quantitative qrt-pcr

• Localization studies of rare missense mutations in cystic fibrosis transmembrane conductance regulator (CFTR) facilitate interpretation of genotype-phenotype relationships.

  PMID 18951463 · PMC2785447 · Human mutation · 2008 · 5 claims · 5 setups

  Full-text index only

  R1070P and R1070W CFTR mutants show apical membrane localization/insertion defects consistent with their associated disease severity

  polarized mdck mdck-cftr patients confocal surface western

• The clinical course and genetic defect in the PCFT gene in a 27-year-old woman with hereditary folate malabsorption.

  PMID 18718264 · PMC3835188 · The Journal of pediatrics · 2008 · 6 claims · 5 setups

  Full-text index only

  The patient carries two identical homozygous mutations (GC>AA at positions 197/198) in exon 1 of PCFT, causing a premature stop codon (C66X)

  parental rfc hela blood genomic [3h]5-methyltetrahydrofolate northern

• High-resolution array comparative genomic hybridization of single micrometastatic tumor cells.

  PMID 18344524 · PMC2367728 · Nucleic acids research · 2008 · 7 claims · 8 setups

  Full-text index only

  A protocol combining PCR-based whole genome amplification with arrays of highly purified BAC clones enables detection of DNA copy number changes in single cells

  single bac amplified pi-scei array quantitative dot

• The commonly-used DNA probe for diffusely-adherent Escherichia coli cross-reacts with a subset of enteroaggregative E. coli.

  PMID 20025771 · PMC2803494 · BMC microbiology · 2009 · 7 claims · 5 setups

  Full-text index only

  The daaC probe cross-hybridizes with a specific subset of EAEC strains, namely those carrying the aafA gene (AAF/II fimbriae)

  coli hep-2 pslm862 eaec colony hep-2 pcr

• Bayesian transcriptome assembly.

  PMID 25367074 · PMC4397945 · Genome biology · 2014 · 8 claims · 8 setups

  Has reproduction · 68

  Bayesembler, a probabilistic transcriptome assembler built on a Bayesian model of the RNA sequencing process with Gibbs sampling over expressed candidates, abundances and read assignments, is introduced.

  k562 embryonic dendritic rna-seq simulated paired-end long-read

• Human Y chromosome base-substitution mutation rate measured by direct sequencing in a deep-rooting pedigree.

  PMID 19716302 · PMC2748900 · Current biology : CB · 2009 · 7 claims · 4 setups

  Full-text index only

  Direct sequencing of a 13-generation pedigree yields a Y-chromosome mutation rate of 3.0 × 10^-8 mutations/nucleotide/generation

  flow-sorted cell-line family lymphoblastoid y-chromosome capillary y-str

• Endogenous retroviruses mediate transcriptional rewiring in response to oncogenic signaling in colorectal cancer.

  PMID 39018396 · PMC466953 · Science advances · 2024 · 8 claims · 8 setups

  Full-text index only

  Primate-specific ERVs are a rich source of enhancers displaying cancer-specific activity across multiple tumor types

  cancer hct116 tcga colorectal atac-seq chip-seq bulk

• Unleashing the potential of mRNA-seq to uncover the microbiome structure and their crosstalk with host cells: the vulvar ecosystem.

  PMID 42098796 · PMC13154700 · Microbiome · 2026 · 8 claims · 5 setups

  Full-text index only

  Poly(A)-enriched mRNA-seq can reliably reconstruct microbiome composition, validated against a quantitative mock community standard and metagenomic analysis

  zymobiomics vls-vscc vulvar subset mrna-seq rna-seq poly

• Vitamin C Conditioning Generates Tumor-Targeting CAR T Cells with Superior Cytotoxicity and Fitness in a Posttransplant Lymphoproliferative Disorder Tumor Model.

  PMID 41416402 · PMC13136873 · Molecular cancer therapeutics · 2026 · 8 claims · 8 setups

  Full-text index only

  VitC conditioning enhances transduction efficiency and proliferative capacity, yielding a higher yield of CD4+ and CD8+ CAR19-Ts

  cd3+ je6-1 car19-ts coculture flow nf-κb cytotoxicity