Decoding regulatory associations of G-quadruplex with epigenetic and transcriptomic functional components

dc.contributor.authorFang, Shuyi
dc.contributor.authorLiu, Sheng
dc.contributor.authorYang, Danzhou
dc.contributor.authorYang, Lei
dc.contributor.authorHu, Chang-Deng
dc.contributor.authorWan, Jun
dc.contributor.departmentBioHealth Informatics, School of Informatics and Computing
dc.date.accessioned2023-08-30T13:00:37Z
dc.date.available2023-08-30T13:00:37Z
dc.date.issued2022-08-25
dc.description.abstractG-quadruplex (G4) has been previously observed to be associated with gene expression. In this study, we performed integrative analysis on G4 multi-omics data from in-silicon prediction and ChIP-seq in human genome. Potential G4 sites were classified into three distinguished groups, such as one group of high-confidence G4-forming locations (G4-II) and groups only containing either ChIP-seq detected G4s (G4-I) or predicted G4 motif candidates (G4-III). We explored the associations of different-confidence G4 groups with other epigenetic regulatory elements, including CpG islands, chromatin status, enhancers, super-enhancers, G4 locations compared to the genes, and DNA methylation. Our elastic net regression model revealed that G4 structures could correlate with gene expression in two opposite ways depending on their locations to the genes as well as G4-forming DNA strand. Some transcription factors were identified to be over-represented with G4 emergence. The motif analysis discovered distinct consensus sequences enriched in the G4 feet, the flanking regions of two groups of G4s. We found high GC content in the feet of high-confidence G4s (G4-II) when compared to high TA content in solely predicted G4 feet of G4-III. Overall, we uncovered the comprehensive associations of G4 formations or predictions with other epigenetic and transcriptional elements which potentially coordinate gene transcription.
dc.eprint.versionFinal published version
dc.identifier.citationFang S, Liu S, Yang D, Yang L, Hu CD, Wan J. Decoding regulatory associations of G-quadruplex with epigenetic and transcriptomic functional components. Front Genet. 2022;13:957023. Published 2022 Aug 25. doi:10.3389/fgene.2022.957023
dc.identifier.urihttps://hdl.handle.net/1805/35230
dc.language.isoen_US
dc.publisherFrontiers Media
dc.relation.isversionof10.3389/fgene.2022.957023
dc.relation.journalFrontiers in Genetics
dc.rightsAttribution 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.sourcePMC
dc.subjectG-quadruplex
dc.subjectG4 feet
dc.subjectTranscription
dc.subjectGene expression
dc.subjectEnhancer
dc.subjectDNA methylation
dc.subjectChromatin
dc.subjectMotif
dc.titleDecoding regulatory associations of G-quadruplex with epigenetic and transcriptomic functional components
dc.typeArticle
Files
Original bundle
Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
fgene-13-957023.pdf
Size:
3.24 MB
Format:
Adobe Portable Document Format
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.99 KB
Format:
Item-specific license agreed upon to submission
Description: