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Mantovani N, Defelicibus A, da Silva IT, Cicero MF, Santana LC, Arnold R, de Castro DF, Duro RLS, Nishiyama-Jr MY, Junqueira-de-Azevedo ILM, da Silva BCM, da Silva Duarte AJ, Casseb J, de Barros Tenore S, Hunter J, Diaz RS, Komninakis SCV. Latency-associated DNA methylation patterns among HIV-1 infected individuals with distinct disease progression courses or antiretroviral virologic response. Sci Rep 2021; 11:22993. [PMID: 34837007 PMCID: PMC8626465 DOI: 10.1038/s41598-021-02463-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 11/10/2021] [Indexed: 11/09/2022] Open
Abstract
DNA methylation is one of the epigenetic modifications that configures gene transcription programs. This study describes the DNA methylation profile of HIV-infected individuals with distinct characteristics related to natural and artificial viremia control. Sheared DNA from circulating mononuclear cells was subjected to target enrichment bisulfite sequencing designed to cover CpG-rich genomic regions. Gene expression was assessed through RNA-seq. Hypermethylation in virologic responders was highly distributed closer to Transcription Start Sites (p-value = 0.03). Hyper and hypomethylation levels within TSS adjacencies varied according to disease progression status (Kruskal-Wallis, p < 0.001), and specific differentially methylated regions associated genes were identified for each group. The lower the promoter methylation, the higher the gene expression in subjects undergoing virologic failure (R = - 0.82, p = 0.00068). Among the inversely correlated genes, those supporting glycolysis and its related pathways were hypomethylated and up-regulated in virologic failures. Disease progression heterogeneity was associated with distinct DNA methylation patterns in terms of rates and distribution. Methylation was associated with the expression of genes sustaining intracellular glucose metabolism in subjects undergoing antiretroviral virologic failure. Our findings highlight that DNA methylation is associated with latency, disease progression, and fundamental cellular processes.
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Affiliation(s)
- Nathalia Mantovani
- Retrovirology Laboratory, Infectious Diseases Division, Federal University of São Paulo (UNIFESP), Rua Pedro de Toledo 669, Vila Clementino, Sao Paulo, SP, 04039-032, Brazil.
| | - Alexandre Defelicibus
- Laboratory of Bioinformatics and Computational Biology, A.C. Camargo Cancer Center, Rua Taguá, 440, São Paulo, SP, 01508-010, Brazil
| | - Israel Tojal da Silva
- Laboratory of Bioinformatics and Computational Biology, A.C. Camargo Cancer Center, Rua Taguá, 440, São Paulo, SP, 01508-010, Brazil
| | - Maira Ferreira Cicero
- Retrovirology Laboratory, Infectious Diseases Division, Federal University of São Paulo (UNIFESP), Rua Pedro de Toledo 669, Vila Clementino, Sao Paulo, SP, 04039-032, Brazil
| | - Luiz Claudio Santana
- Retrovirology Laboratory, Infectious Diseases Division, Federal University of São Paulo (UNIFESP), Rua Pedro de Toledo 669, Vila Clementino, Sao Paulo, SP, 04039-032, Brazil
| | - Rafael Arnold
- Retrovirology Laboratory, Infectious Diseases Division, Federal University of São Paulo (UNIFESP), Rua Pedro de Toledo 669, Vila Clementino, Sao Paulo, SP, 04039-032, Brazil
| | - Daniela Funayama de Castro
- Retrovirology Laboratory, Infectious Diseases Division, Federal University of São Paulo (UNIFESP), Rua Pedro de Toledo 669, Vila Clementino, Sao Paulo, SP, 04039-032, Brazil
| | - Rodrigo Lopes Sanz Duro
- Retrovirology Laboratory, Infectious Diseases Division, Federal University of São Paulo (UNIFESP), Rua Pedro de Toledo 669, Vila Clementino, Sao Paulo, SP, 04039-032, Brazil
| | - Milton Yutaka Nishiyama-Jr
- Laboratório de Toxinologia Aplicada, Instituto Butantan, Avenida Vital Brasil, 1500, São Paulo, SP, 05503-900, Brazil
| | | | - Bosco Christiano Maciel da Silva
- Laboratório de Investigação Médica 56 (LIM/56), Faculdade de Medicina FMUSP, Universidade de São Paulo, Avenida Dr. Enéas Carvalho de Aguiar, 470, São Paulo, SP, 05403-000, Brazil
| | - Alberto José da Silva Duarte
- Laboratório de Investigação Médica 56 (LIM/56), Faculdade de Medicina FMUSP, Universidade de São Paulo, Avenida Dr. Enéas Carvalho de Aguiar, 470, São Paulo, SP, 05403-000, Brazil
| | - Jorge Casseb
- Laboratório de Investigação Médica 56 (LIM/56), Faculdade de Medicina FMUSP, Universidade de São Paulo, Avenida Dr. Enéas Carvalho de Aguiar, 470, São Paulo, SP, 05403-000, Brazil
| | - Simone de Barros Tenore
- Retrovirology Laboratory, Infectious Diseases Division, Federal University of São Paulo (UNIFESP), Rua Pedro de Toledo 669, Vila Clementino, Sao Paulo, SP, 04039-032, Brazil
| | - James Hunter
- Retrovirology Laboratory, Infectious Diseases Division, Federal University of São Paulo (UNIFESP), Rua Pedro de Toledo 669, Vila Clementino, Sao Paulo, SP, 04039-032, Brazil
| | - Ricardo Sobhie Diaz
- Retrovirology Laboratory, Infectious Diseases Division, Federal University of São Paulo (UNIFESP), Rua Pedro de Toledo 669, Vila Clementino, Sao Paulo, SP, 04039-032, Brazil
| | - Shirley Cavalcante Vasconcelos Komninakis
- Retrovirology Laboratory, Infectious Diseases Division, Federal University of São Paulo (UNIFESP), Rua Pedro de Toledo 669, Vila Clementino, Sao Paulo, SP, 04039-032, Brazil
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