ArticlePLoS computational biology2014
Histone modifications are associated with transcript isoform diversity in normal and cancer cells.
Article in PLoS computational biology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Age-dependent regulation of ELP1 exon 20 splicing in Familial Dysautonomia by RNA Polymerase II kinetics and chromatin structure.PloS one · 2024Article
- Differential exon usage of developmental genes is associated with deregulated epigenetic marks.Scientific reports · 2023Article
- Histone Marks-Dependent Effect on Alternative Splicing: New Perspectives for Targeted Splicing Modulation in Cancer?International journal of molecular sciences · 2022Review
- Splicing-associated chromatin signatures: a combinatorial and position-dependent role for histone marks in splicing definition.Nature communications · 2021Article
- Specific histone modifications associate with alternative exon selection during mammalian development.Nucleic acids research · 2020Article
- Alternative splicing in human cancer cells is modulated by the amiloride derivative 3,5-diamino-6-chloro-N-(N-(2,6-dichlorobenzoyl)carbamimidoyl)pyrazine-2-carboxide.Molecular oncology · 2019Article
- Bayesian nonparametric discovery of isoforms and individual specific quantification.Nature communications · 2018Article
- Deep learning of the splicing (epi)genetic code reveals a novel candidate mechanism linking histone modifications to ESC fate decision.Nucleic acids research · 2017Article
- Histone posttranslational modifications predict specific alternative exon subtypes in mammalian brain.PLoS computational biology · 2017Article
- Reduced H3K27me3 Expression Is Common in Nodular Melanomas of Childhood Associated With Congenital Melanocytic Nevi But Not in Proliferative Nodules.The American journal of surgical pathology · 2017Article
- Article
- Connecting the dots: chromatin and alternative splicing in EMT.Biochemistry and cell biology = Biochimie et biologie cellulaire · 2016Review
- Global variability in gene expression and alternative splicing is modulated by mitochondrial content.Genome research · 2015Article
- Histone modifications involved in cassette exon inclusions: a quantitative and interpretable analysis.BMC genomics · 2014Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
Mechanisms that generate transcript diversity are of fundamental importance in eukaryotes. Although a large fraction of human protein-coding genes and lincRNAs produce more than one mRNA isoform each, the regulation of this phenomenon is still incompletely understood. Much progress has been made in deciphering the role of sequence-specific features as well as DNA-and RNA-binding proteins in alternative splicing. Recently, however, several experimental studies of individual genes have revealed a direct involvement of epigenetic factors in alternative splicing and transcription initiation. While histone modifications are generally correlated with overall gene expression levels, it remains unclear how histone modification enrichment affects relative isoform abundance. Therefore, we sought to investigate the associations between histone modifications and transcript diversity levels measured by the rates of transcription start-site switching and alternative splicing on a genome-wide scale across protein-coding genes and lincRNAs. We found that the relationship between enrichment levels of epigenetic marks and transcription start-site switching is similar for protein-coding genes and lincRNAs. Furthermore, we found associations between splicing rates and enrichment levels of H2az, H3K4me1, H3K4me2, H3K4me3, H3K9ac, H3K9me3, H3K27ac, H3K27me3, H3K36me3, H3K79me2, and H4K20me, marks traditionally associated with enhancers, transcription initiation, transcriptional repression, and others. These patterns were observed in both normal and cancer cell lines. Additionally, we developed a novel computational method that identified 840 epigenetically regulated candidate genes and predicted transcription start-site switching and alternative exon splicing with up to 92% accuracy based on epigenetic patterning alone. Our results suggest that the epigenetic regulation of transcript isoform diversity may be a relatively common genome-wide phenomenon representing an avenue of deregulation in tumor development.
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