Cargando…
Decoding regulatory associations of G-quadruplex with epigenetic and transcriptomic functional components
G-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...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9452811/ https://www.ncbi.nlm.nih.gov/pubmed/36092921 http://dx.doi.org/10.3389/fgene.2022.957023 |
_version_ | 1784784996249108480 |
---|---|
author | Fang, Shuyi Liu, Sheng Yang, Danzhou Yang, Lei Hu, Chang-Deng Wan, Jun |
author_facet | Fang, Shuyi Liu, Sheng Yang, Danzhou Yang, Lei Hu, Chang-Deng Wan, Jun |
author_sort | Fang, Shuyi |
collection | PubMed |
description | G-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. |
format | Online Article Text |
id | pubmed-9452811 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94528112022-09-09 Decoding regulatory associations of G-quadruplex with epigenetic and transcriptomic functional components Fang, Shuyi Liu, Sheng Yang, Danzhou Yang, Lei Hu, Chang-Deng Wan, Jun Front Genet Genetics G-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. Frontiers Media S.A. 2022-08-25 /pmc/articles/PMC9452811/ /pubmed/36092921 http://dx.doi.org/10.3389/fgene.2022.957023 Text en Copyright © 2022 Fang, Liu, Yang, Yang, Hu and Wan. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Fang, Shuyi Liu, Sheng Yang, Danzhou Yang, Lei Hu, Chang-Deng Wan, Jun Decoding regulatory associations of G-quadruplex with epigenetic and transcriptomic functional components |
title | Decoding regulatory associations of G-quadruplex with epigenetic and transcriptomic functional components |
title_full | Decoding regulatory associations of G-quadruplex with epigenetic and transcriptomic functional components |
title_fullStr | Decoding regulatory associations of G-quadruplex with epigenetic and transcriptomic functional components |
title_full_unstemmed | Decoding regulatory associations of G-quadruplex with epigenetic and transcriptomic functional components |
title_short | Decoding regulatory associations of G-quadruplex with epigenetic and transcriptomic functional components |
title_sort | decoding regulatory associations of g-quadruplex with epigenetic and transcriptomic functional components |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9452811/ https://www.ncbi.nlm.nih.gov/pubmed/36092921 http://dx.doi.org/10.3389/fgene.2022.957023 |
work_keys_str_mv | AT fangshuyi decodingregulatoryassociationsofgquadruplexwithepigeneticandtranscriptomicfunctionalcomponents AT liusheng decodingregulatoryassociationsofgquadruplexwithepigeneticandtranscriptomicfunctionalcomponents AT yangdanzhou decodingregulatoryassociationsofgquadruplexwithepigeneticandtranscriptomicfunctionalcomponents AT yanglei decodingregulatoryassociationsofgquadruplexwithepigeneticandtranscriptomicfunctionalcomponents AT huchangdeng decodingregulatoryassociationsofgquadruplexwithepigeneticandtranscriptomicfunctionalcomponents AT wanjun decodingregulatoryassociationsofgquadruplexwithepigeneticandtranscriptomicfunctionalcomponents |