ArticleGenome biology2019
Global impact of somatic structural variation on the DNA methylome of human cancers.
Article in Genome biology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.
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41 citing papers in PubMed, 69 citations in OpenAlex.
- SVScope improves somatic structural variations detection via graph-genome optimization.Genome biology · 2026Article
- Global impact of germline structural variation on the cancer proteome.Nature communications · 2026Article
- Somatic structural variants drive upper tract urothelial carcinoma muscle invasiveness via activation of TPX2 transcription.EBioMedicine · 2026Article
- Donor-specific assemblies enhance somatic structural variant detection in complex genomic regions.bioRxiv : the preprint server for biology · 2026Article
- GQ-DNABERT reveals GQ proximal enhancer-promoter interactions associated with tissue-specific transcription.Nucleic acids research · 2025Article
- Computational analysis of DNA methylation from long-read sequencing.Nature reviews. Genetics · 2025Review
- Germline structural variations involving the pediatric brain tumor transcriptome include disease-relevant and ancestry-related genes.Acta neuropathologica communications · 2025Article
- The Influence of CG sites on dynamic DNA sequence mutagenesis in the genomic evolution of mammalian lifespan.Nucleic acids research · 2025Article
- Lactuca super-pangenome provides insights into lettuce genome evolution and domestication.Nature communications · 2025Article
- Pan-cancer, multi-omic correlates of survival transcending tumor lineage across 11,019 patients reveal targets and pathways.NPJ precision oncology · 2025Article
- Global DNA methylation differences involving germline structural variation impact gene expression in pediatric brain tumors.Nature communications · 2025Article
- Kolmogorov-Arnold networks for genomic tasks.Briefings in bioinformatics · 2025Article
- DNA methylation-driven genes in hepatocellular carcinoma patients: insights into immune infiltration and prognostic implications.Frontiers in medicine · 2025Article
- Altered chromatin landscape and 3D interactions associated with primary constitutional MLH1 epimutations.Clinical epigenetics · 2024Article
- The DNA methylome of pediatric brain tumors appears shaped by structural variation and predicts survival.Nature communications · 2024Article
- Germline structural variation globally impacts the cancer transcriptome including disease-relevant genes.Cell reports. Medicine · 2024Article
- Comparative study on genomic and epigenomic profiles of retinoblastoma or tuberous sclerosis complex via nanopore sequencing and a joint screening framework.Cancer gene therapy · 2024Article
- Epiallelic variation of non-coding RNA genes and their phenotypic consequences.Nature communications · 2024Article
- Gapless genome assembly and epigenetic profiles reveal gene regulation of whole-genome triplication in lettuce.GigaScience · 2024Article
- DNA methylation analysis to differentiate reference, breed, and parent-of-origin effects in the bovine pangenome era.GigaScience · 2024Article
Corrections and comments
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Authors and funding
23 authors at 9 institutions in 2 countries.
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Abstract
backgroundGenomic rearrangements exert a heavy influence on the molecular landscape of cancer. New analytical approaches integrating somatic structural variants (SSVs) with altered gene features represent a framework by which we can assign global significance to a core set of genes, analogous to established methods that identify genes non-randomly targeted by somatic mutation or copy number alteration. While recent studies have defined broad patterns of association involving gene transcription and nearby SSV breakpoints, global alterations in DNA methylation in the context of SSVs remain largely unexplored.
resultsBy data integration of whole genome sequencing, RNA sequencing, and DNA methylation arrays from more than 1400 human cancers, we identify hundreds of genes and associated CpG islands (CGIs) for which the nearby presence of a somatic structural variant (SSV) breakpoint is recurrently associated with altered expression or DNA methylation, respectively, independently of copy number alterations. CGIs with SSV-associated increased methylation are predominantly promoter-associated, while CGIs with SSV-associated decreased methylation are enriched for gene body CGIs. Rearrangement of genomic regions normally having higher or lower methylation is often involved in SSV-associated CGI methylation alterations. Across cancers, the overall structural variation burden is associated with a global decrease in methylation, increased expression in methyltransferase genes and DNA damage response genes, and decreased immune cell infiltration.
conclusionGenomic rearrangement appears to have a major role in shaping the cancer DNA methylome, to be considered alongside commonly accepted mechanisms including histone modifications and disruption of DNA methyltransferases.
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