ArticleGenome medicine2021
Integrative epigenomic and high-throughput functional enhancer profiling reveals determinants of enhancer heterogeneity in gastric cancer.
Article in Genome medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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19 citing papers in PubMed, 20 citations in OpenAlex.
- A systematic single-cell analysis of enhancer RNAs across human and mouse.Nucleic acids research · 2026Article
- Biomarker discovery and patient stratification in pancreatic cancer using incomplete multi-omics data.PLoS computational biology · 2026Article
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- Causal relationship between metabolic syndrome and gastric cancer: insights from comprehensive analysis and biomarker identification.Translational cancer research · 2026Article
- Targeted suppression of DNA polymerase θ enhances calcium flux and triggers intrinsic apoptosis in gastric cancer.Cancer cell international · 2026Article
- EBF1 Deficiency Drives Prostate Cancer Progression by Interfering with the Transcriptional Regulation ofOncology research · 2026Article
- A Groundbreaking Electric Field-Induced Cascade Gas Therapy Against Large Volume Solid Tumor Through Electro-Stress Storm.Exploration (Beijing, China) · 2025Article
- SENP1 drives glycolysis and cisplatin resistance in gastric cancer via desumoylating ENO1.Journal of experimental & clinical cancer research : CR · 2025Article
- Profiling triple-negative breast cancer-specific super-enhancers identifies high-risk mesenchymal development subtype and BETi-Targetable vulnerabilities.Molecular cancer · 2025Article
- Non-local modeling of enhancer-promoter interactions, a correspondence on "LOCO-EPI: Leave-one-chromosome-out (LOCO) as a benchmarking paradigm for deep learning based prediction of enhancer-promoter interactions".Applied intelligence (Dordrecht, Netherlands) · 2025Article
- Smad2 Cooperating with TGIF2 Contributes to EMT and Cancer Stem Cells Properties in Pancreatic Cancer via Co-Targeting SOX2.International journal of biological sciences · 2025Article
- Massively parallel reporter assays identify enhancer elements in oesophageal Adenocarcinoma.NAR cancer · 2024Article
- dHICA: a deep transformer-based model enables accurate histone imputation from chromatin accessibility.Briefings in bioinformatics · 2024Article
- Machine learning identifies activation of RUNX/AP-1 as drivers of mesenchymal and fibrotic regulatory programs in gastric cancer.Genome research · 2024Article
- MicroRNAs provide negative feedback and stability in gene regulatory network models of cell-state transitions.Frontiers in epigenetics and epigenomics · 2024Article
- Unveiling DNA damage repair-based molecular subtypes, tumor microenvironment and pharmacogenomic landscape in gastric cancer.Frontiers in genetics · 2023Article
- The sound of silence: Transgene silencing in mammalian cell engineering.Cell systems · 2022Review
- Editorial: Gastrointestinal Tumor Heterogeneity and Related Anti-Cancer Strategies.Frontiers in oncology · 2022Article
- Integrative epigenomic and high-throughput functional enhancer profiling reveals determinants of enhancer heterogeneity in gastric cancer.Genome medicine · 2021Article
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Authors and funding
24 authors at 10 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundEnhancers are distal cis-regulatory elements required for cell-specific gene expression and cell fate determination. In cancer, enhancer variation has been proposed as a major cause of inter-patient heterogeneity-however, most predicted enhancer regions remain to be functionally tested.
methodsWe analyzed 132 epigenomic histone modification profiles of 18 primary gastric cancer (GC) samples, 18 normal gastric tissues, and 28 GC cell lines using Nano-ChIP-seq technology. We applied Capture-based Self-Transcribing Active Regulatory Region sequencing (CapSTARR-seq) to assess functional enhancer activity. An Activity-by-contact (ABC) model was employed to explore the effects of histone acetylation and CapSTARR-seq levels on enhancer-promoter interactions.
resultsWe report a comprehensive catalog of 75,730 recurrent predicted enhancers, the majority of which are GC-associated in vivo (> 50,000) and associated with lower somatic mutation rates inferred by whole-genome sequencing. Applying CapSTARR-seq to the enhancer catalog, we observed significant correlations between CapSTARR-seq functional activity and H3K27ac/H3K4me1 levels. Super-enhancer regions exhibited increased CapSTARR-seq signals compared to regular enhancers, even when decoupled from native chromatin contexture. We show that combining histone modification and CapSTARR-seq functional enhancer data improves the prediction of enhancer-promoter interactions and pinpointing of germline single nucleotide polymorphisms (SNPs), somatic copy number alterations (SCNAs), and trans-acting TFs involved in GC expression. We identified cancer-relevant genes (ING1, ARL4C) whose expression between patients is influenced by enhancer differences in genomic copy number and germline SNPs, and HNF4α as a master trans-acting factor associated with GC enhancer heterogeneity.
conclusionsOur results indicate that combining histone modification and functional assay data may provide a more accurate metric to assess enhancer activity than either platform individually, providing insights into the relative contribution of genetic (cis) and regulatory (trans) mechanisms to GC enhancer functional heterogeneity.
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