Whole Genome DNA Methylation Analysis of Active Pulmonary Tuberculosis Disease Identifies Novel Epigenotypes: PARP9/miR-505/RASGRP4/GNG12 Gene Methylation and Clinical Phenotypes
We hypothesized that DNA methylation patterns may contribute to the development of active pulmonary tuberculosis (TB). Illumina’s DNA methylation 450 K assay was used to identify differentially methylated loci (DML) in a discovery cohort of 12 active pulmonary TB patients and 6 healthy subjects (HS)...
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Published in | International journal of molecular sciences Vol. 21; no. 9; p. 3180 |
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Main Authors | , , , , , , , , , |
Format | Journal Article |
Language | English |
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30.04.2020
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ISSN | 1422-0067 1661-6596 1422-0067 |
DOI | 10.3390/ijms21093180 |
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Abstract | We hypothesized that DNA methylation patterns may contribute to the development of active pulmonary tuberculosis (TB). Illumina’s DNA methylation 450 K assay was used to identify differentially methylated loci (DML) in a discovery cohort of 12 active pulmonary TB patients and 6 healthy subjects (HS). DNA methylation levels were validated in an independent cohort of 64 TB patients and 24 HS. Microarray analysis identified 1028 DMLs in TB patients versus HS, and 3747 DMLs in TB patients after versus before anti-TB treatment, while autophagy was the most enriched signaling pathway. In the validation cohort, PARP9 and miR505 genes were hypomethylated in the TB patients versus HS, while RASGRP4 and GNG12 genes were hypermethylated, with the former two further hypomethylated in those with delayed sputum conversion, systemic symptoms, or far advanced lesions. MRPS18B and RPTOR genes were hypomethylated in TB patients with pleural involvement. RASGRP4 gene hypermethylation and RPTOR gene down-regulation were associated with high mycobacterial burden. TB patients with WIPI2/GNG12 hypermethylation or MRPS18B/FOXO3 hypomethylation had lower one-year survival. In vitro ESAT6 and CFP10 stimuli of THP-1 cells resulted in DNA de-methylation changes of the PARP9, RASGRP4, WIPI2, and FOXO3 genes. In conclusions, aberrant DNA methylation over the PARP9/miR505/RASGRP4/GNG12 genes may contribute to the development of active pulmonary TB disease and its clinical phenotypes, while aberrant DNA methylation over the WIPI2/GNG12/MARPS18B/FOXO3 genes may constitute a determinant of long-term outcomes. |
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AbstractList | We hypothesized that DNA methylation patterns may contribute to the development of active pulmonary tuberculosis (TB). Illumina's DNA methylation 450 K assay was used to identify differentially methylated loci (DML) in a discovery cohort of 12 active pulmonary TB patients and 6 healthy subjects (HS). DNA methylation levels were validated in an independent cohort of 64 TB patients and 24 HS. Microarray analysis identified 1028 DMLs in TB patients versus HS, and 3747 DMLs in TB patients after versus before anti-TB treatment, while autophagy was the most enriched signaling pathway. In the validation cohort, PARP9 and miR505 genes were hypomethylated in the TB patients versus HS, while RASGRP4 and GNG12 genes were hypermethylated, with the former two further hypomethylated in those with delayed sputum conversion, systemic symptoms, or far advanced lesions. MRPS18B and RPTOR genes were hypomethylated in TB patients with pleural involvement. RASGRP4 gene hypermethylation and RPTOR gene down-regulation were associated with high mycobacterial burden. TB patients with WIPI2/GNG12 hypermethylation or MRPS18B/FOXO3 hypomethylation had lower one-year survival. In vitro ESAT6 and CFP10 stimuli of THP-1 cells resulted in DNA de-methylation changes of the PARP9, RASGRP4, WIPI2, and FOXO3 genes. In conclusions, aberrant DNA methylation over the PARP9/miR505/RASGRP4/GNG12 genes may contribute to the development of active pulmonary TB disease and its clinical phenotypes, while aberrant DNA methylation over the WIPI2/GNG12/MARPS18B/FOXO3 genes may constitute a determinant of long-term outcomes.We hypothesized that DNA methylation patterns may contribute to the development of active pulmonary tuberculosis (TB). Illumina's DNA methylation 450 K assay was used to identify differentially methylated loci (DML) in a discovery cohort of 12 active pulmonary TB patients and 6 healthy subjects (HS). DNA methylation levels were validated in an independent cohort of 64 TB patients and 24 HS. Microarray analysis identified 1028 DMLs in TB patients versus HS, and 3747 DMLs in TB patients after versus before anti-TB treatment, while autophagy was the most enriched signaling pathway. In the validation cohort, PARP9 and miR505 genes were hypomethylated in the TB patients versus HS, while RASGRP4 and GNG12 genes were hypermethylated, with the former two further hypomethylated in those with delayed sputum conversion, systemic symptoms, or far advanced lesions. MRPS18B and RPTOR genes were hypomethylated in TB patients with pleural involvement. RASGRP4 gene hypermethylation and RPTOR gene down-regulation were associated with high mycobacterial burden. TB patients with WIPI2/GNG12 hypermethylation or MRPS18B/FOXO3 hypomethylation had lower one-year survival. In vitro ESAT6 and CFP10 stimuli of THP-1 cells resulted in DNA de-methylation changes of the PARP9, RASGRP4, WIPI2, and FOXO3 genes. In conclusions, aberrant DNA methylation over the PARP9/miR505/RASGRP4/GNG12 genes may contribute to the development of active pulmonary TB disease and its clinical phenotypes, while aberrant DNA methylation over the WIPI2/GNG12/MARPS18B/FOXO3 genes may constitute a determinant of long-term outcomes. We hypothesized that DNA methylation patterns may contribute to the development of active pulmonary tuberculosis (TB). Illumina’s DNA methylation 450 K assay was used to identify differentially methylated loci (DML) in a discovery cohort of 12 active pulmonary TB patients and 6 healthy subjects (HS). DNA methylation levels were validated in an independent cohort of 64 TB patients and 24 HS. Microarray analysis identified 1028 DMLs in TB patients versus HS, and 3747 DMLs in TB patients after versus before anti-TB treatment, while autophagy was the most enriched signaling pathway. In the validation cohort, PARP9 and miR505 genes were hypomethylated in the TB patients versus HS, while RASGRP4 and GNG12 genes were hypermethylated, with the former two further hypomethylated in those with delayed sputum conversion, systemic symptoms, or far advanced lesions. MRPS18B and RPTOR genes were hypomethylated in TB patients with pleural involvement. RASGRP4 gene hypermethylation and RPTOR gene down-regulation were associated with high mycobacterial burden. TB patients with WIPI2/GNG12 hypermethylation or MRPS18B/FOXO3 hypomethylation had lower one-year survival. In vitro ESAT6 and CFP10 stimuli of THP-1 cells resulted in DNA de-methylation changes of the PARP9, RASGRP4, WIPI2, and FOXO3 genes. In conclusions, aberrant DNA methylation over the PARP9/miR505/RASGRP4/GNG12 genes may contribute to the development of active pulmonary TB disease and its clinical phenotypes, while aberrant DNA methylation over the WIPI2/GNG12/MARPS18B/FOXO3 genes may constitute a determinant of long-term outcomes. We hypothesized that DNA methylation patterns may contribute to the development of active pulmonary tuberculosis (TB). Illumina's DNA methylation 450 K assay was used to identify differentially methylated loci (DML) in a discovery cohort of 12 active pulmonary TB patients and 6 healthy subjects (HS). DNA methylation levels were validated in an independent cohort of 64 TB patients and 24 HS. Microarray analysis identified 1028 DMLs in TB patients versus HS, and 3747 DMLs in TB patients after versus before anti-TB treatment, while autophagy was the most enriched signaling pathway. In the validation cohort, and genes were hypomethylated in the TB patients versus HS, while and genes were hypermethylated, with the former two further hypomethylated in those with delayed sputum conversion, systemic symptoms, or far advanced lesions. and genes were hypomethylated in TB patients with pleural involvement. gene hypermethylation and RPTOR gene down-regulation were associated with high mycobacterial burden. TB patients with / hypermethylation or / hypomethylation had lower one-year survival. In vitro ESAT6 and CFP10 stimuli of THP-1 cells resulted in DNA de-methylation changes of the , , , and genes. In conclusions, aberrant DNA methylation over the PARP9/miR505/RASGRP4/GNG12 genes may contribute to the development of active pulmonary TB disease and its clinical phenotypes, while aberrant DNA methylation over the / / / genes may constitute a determinant of long-term outcomes. |
Author | Hsiao, Chang-Chun Eng, Hock-Liew Wu, Chao-Chien Chen, Ting-Wen Lin, Meng-Chih Wang, Ting-Ya Chao, Tung-Ying Leung, Sum-Yee Lee, Chiu-Ping Chen, Yung-Che |
AuthorAffiliation | 7 Division of Clinical Pathology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan; eng4087@cgmh.org.tw 2 Graduate Institute of Clinical Medical Sciences and Department of Medicine, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan 4 Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsinchu 30068, Taiwan 1 Division of Pulmonary and Critical Care Medicine, Department of Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan; cchsiao@mail.cgu.edu.tw (C.-C.H.); my47104710@gmail.com (C.-C.W.); tychao@adm.cgmh.org.tw (T.-Y.C.); sumyeeleung@hotmail.com (S.-Y.L.); choupeen@gmail.com (C.-P.L.); filling.tw@yahoo.com.tw (T.-Y.W.) 5 Department of Biological Science and Technology, National Chiao Tung University, Hsinchu 30068, Taiwan 3 Molecular Medicine Research Center, and Bioinformatics Center, Chang Gung University, Taoyuan 333 |
AuthorAffiliation_xml | – name: 2 Graduate Institute of Clinical Medical Sciences and Department of Medicine, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan – name: 6 Center for Intelligent Drug Systems and Smart Bio-devices (IDS2B), National Chiao Tung University, Hsinchu 30068, Taiwan – name: 4 Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsinchu 30068, Taiwan – name: 5 Department of Biological Science and Technology, National Chiao Tung University, Hsinchu 30068, Taiwan – name: 3 Molecular Medicine Research Center, and Bioinformatics Center, Chang Gung University, Taoyuan 33302, Taiwan; afratw@gmail.com – name: 1 Division of Pulmonary and Critical Care Medicine, Department of Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan; cchsiao@mail.cgu.edu.tw (C.-C.H.); my47104710@gmail.com (C.-C.W.); tychao@adm.cgmh.org.tw (T.-Y.C.); sumyeeleung@hotmail.com (S.-Y.L.); choupeen@gmail.com (C.-P.L.); filling.tw@yahoo.com.tw (T.-Y.W.) – name: 7 Division of Clinical Pathology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan; eng4087@cgmh.org.tw |
Author_xml | – sequence: 1 givenname: Yung-Che orcidid: 0000-0001-8695-5227 surname: Chen fullname: Chen, Yung-Che – sequence: 2 givenname: Chang-Chun orcidid: 0000-0002-7275-4675 surname: Hsiao fullname: Hsiao, Chang-Chun – sequence: 3 givenname: Ting-Wen orcidid: 0000-0003-4028-2375 surname: Chen fullname: Chen, Ting-Wen – sequence: 4 givenname: Chao-Chien surname: Wu fullname: Wu, Chao-Chien – sequence: 5 givenname: Tung-Ying surname: Chao fullname: Chao, Tung-Ying – sequence: 6 givenname: Sum-Yee surname: Leung fullname: Leung, Sum-Yee – sequence: 7 givenname: Hock-Liew surname: Eng fullname: Eng, Hock-Liew – sequence: 8 givenname: Chiu-Ping surname: Lee fullname: Lee, Chiu-Ping – sequence: 9 givenname: Ting-Ya surname: Wang fullname: Wang, Ting-Ya – sequence: 10 givenname: Meng-Chih surname: Lin fullname: Lin, Meng-Chih |
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Keywords | miR505 pulmonary TB GNG12 PARP9 RASGRP4 whole genome DNA methylation |
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Snippet | We hypothesized that DNA methylation patterns may contribute to the development of active pulmonary tuberculosis (TB). Illumina’s DNA methylation 450 K assay... We hypothesized that DNA methylation patterns may contribute to the development of active pulmonary tuberculosis (TB). Illumina's DNA methylation 450 K assay... |
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SubjectTerms | Cohort Studies DNA methylation DNA Methylation - genetics DNA Methylation - physiology Epigenetics Forkhead Box Protein O3 - genetics GTP-Binding Protein gamma Subunits - genetics Humans Membrane Proteins - genetics Mortality Neoplasm Proteins - genetics Phosphate-Binding Proteins - genetics Poly(ADP-ribose) Polymerases - genetics Promoter Regions, Genetic - genetics ras Guanine Nucleotide Exchange Factors - genetics Regulatory-Associated Protein of mTOR - genetics Tuberculosis Tuberculosis, Pulmonary - genetics |
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Title | Whole Genome DNA Methylation Analysis of Active Pulmonary Tuberculosis Disease Identifies Novel Epigenotypes: PARP9/miR-505/RASGRP4/GNG12 Gene Methylation and Clinical Phenotypes |
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