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CpG traffic lights are markers of regulatory regions in human genome.
Lioznova, Anna V; Khamis, Abdullah M; Artemov, Artem V; Besedina, Elizaveta; Ramensky, Vasily; Bajic, Vladimir B; Kulakovskiy, Ivan V; Medvedeva, Yulia A.
Afiliação
  • Lioznova AV; Institute of Bioengineering, Research Center of Biotechnology, Russian Academy of Sciences, Moscow, 119071, Russia.
  • Khamis AM; Computational Bioscience Research Center (CBRC), Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division, King Abdullah University of Science and Technology (KAUST), Thuwal, 23955-6900, Saudi Arabia.
  • Artemov AV; Institute of Bioengineering, Research Center of Biotechnology, Russian Academy of Sciences, Moscow, 119071, Russia.
  • Besedina E; Faculty of Bioengineering and Bioinformatics, Lomonosov Moscow State University, Moscow, 119991, Russia.
  • Ramensky V; Institute for Information Transmission Problems (Kharkevich Institute), Russian Academy of Sciences, Moscow, 127051, Russia.
  • Bajic VB; Faculty of Bioengineering and Bioinformatics, Lomonosov Moscow State University, Moscow, 119991, Russia.
  • Kulakovskiy IV; Moscow Institute of Physics and Technology, Dolgoprudny, Moscow Region, 141701, Russia.
  • Medvedeva YA; Computational Bioscience Research Center (CBRC), Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division, King Abdullah University of Science and Technology (KAUST), Thuwal, 23955-6900, Saudi Arabia.
BMC Genomics ; 20(1): 102, 2019 Feb 01.
Article em En | MEDLINE | ID: mdl-30709331
BACKGROUND: DNA methylation is involved in the regulation of gene expression. Although bisulfite-sequencing based methods profile DNA methylation at a single CpG resolution, methylation levels are usually averaged over genomic regions in the downstream bioinformatic analysis. RESULTS: We demonstrate that on the genome level a single CpG methylation can serve as a more accurate predictor of gene expression than an average promoter / gene body methylation. We define CpG traffic lights (CpG TL) as CpG dinucleotides with a significant correlation between methylation and expression of a gene nearby. CpG TL are enriched in all regulatory regions. Among all promoters, CpG TL are especially enriched in poised ones, suggesting involvement of DNA methylation in their regulation. Yet, binding of only a handful of transcription factors, such as NRF1, ETS, STAT and IRF-family members, could be regulated by direct methylation of transcription factor binding sites (TFBS) or its close proximity. For the majority of TF, an alternative scenario is more likely: methylation and inactivation of the whole regulatory element indirectly represses functional TF binding with a CpG TL being a reliable marker of such inactivation. CONCLUSIONS: CpG TL provide a promising insight into mechanisms of enhancer activity and gene regulation linking methylation of single CpG to gene expression. CpG TL methylation can be used as reliable markers of enhancer activity and gene expression in applications, e.g. in clinic where measuring DNA methylation is easier compared to directly measuring gene expression due to more stable nature of DNA.
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Texto completo: 1 Bases de dados: MEDLINE Assunto principal: Fatores de Transcrição / Genoma Humano / Sequências Reguladoras de Ácido Nucleico / Regulação da Expressão Gênica / Ilhas de CpG / Metilação de DNA Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Revista: BMC Genomics Assunto da revista: GENETICA Ano de publicação: 2019 Tipo de documento: Article País de afiliação: Federação Russa

Texto completo: 1 Bases de dados: MEDLINE Assunto principal: Fatores de Transcrição / Genoma Humano / Sequências Reguladoras de Ácido Nucleico / Regulação da Expressão Gênica / Ilhas de CpG / Metilação de DNA Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Revista: BMC Genomics Assunto da revista: GENETICA Ano de publicação: 2019 Tipo de documento: Article País de afiliação: Federação Russa