Cargando…

Whole-Genome DNA Methylation Analysis of Peripheral Blood Mononuclear Cells in Multiple Sclerosis Patients with Different Disease Courses

Multiple sclerosis (MS) is a severe neurodegenerative disease of polygenic etiology affecting the central nervous system. In addition to genetic factors, epigenetic mechanisms, primarily DNA methylation, which regulate gene expression, play an important role in MS development and progression. In thi...

Descripción completa

Detalles Bibliográficos
Autores principales: Kulakova, O.G., Kabilov, M.R., Danilova, L.V., Popova, E.V., Baturina, O.A., Tsareva, E.Y., Baulina, N.M., Kiselev, I.S., Boyko, A.N., Favorov, A.V., Favorova, O.O., Vlassov, V.V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: A.I. Gordeyev 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5081712/
https://www.ncbi.nlm.nih.gov/pubmed/27795849
_version_ 1782462937513852928
author Kulakova, O.G.
Kabilov, M.R.
Danilova, L.V.
Popova, E.V.
Baturina, O.A.
Tsareva, E.Y.
Baulina, N.M.
Kiselev, I.S.
Boyko, A.N.
Favorov, A.V.
Favorova, O.O.
Vlassov, V.V.
author_facet Kulakova, O.G.
Kabilov, M.R.
Danilova, L.V.
Popova, E.V.
Baturina, O.A.
Tsareva, E.Y.
Baulina, N.M.
Kiselev, I.S.
Boyko, A.N.
Favorov, A.V.
Favorova, O.O.
Vlassov, V.V.
author_sort Kulakova, O.G.
collection PubMed
description Multiple sclerosis (MS) is a severe neurodegenerative disease of polygenic etiology affecting the central nervous system. In addition to genetic factors, epigenetic mechanisms, primarily DNA methylation, which regulate gene expression, play an important role in MS development and progression. In this study, we have performed the first whole-genome DNA methylation profiling of peripheral blood mononuclear cells in relapsing-remitting MS (RRMS) and primary-progressive MS (PPMS) patients and compared them to those of healthy individuals in order to identify the differentially methylated CpG-sites (DMSs) associated with these common clinical disease courses. In addition, we have performed a pairwise comparison of DNA methylation profiles in RRMS and PPMS patients. All three pairwise comparisons showed significant differences in methylation profiles. Hierarchical clustering of the identified DMS methylation levels and principal component analysis for data visualization demonstrated a clearly defined aggregation of DNA samples of the compared groups into separate clusters. Compared with the control, more DMSs were identified in PPMS patients than in RRMS patients (67 and 30, respectively). More than half of DMSs are located in genes, exceeding the expected number for random distribution of DMSs between probes. RRMS patients mostly have hypomethylated DMSs, while in PPMS patients DMSs are mostly hypermethylated. CpG-islands and CpG-shores contain 60% of DMSs, identified by pairwise comparison of RRMS and control groups, and 79% of those identified by pairwise comparison of PPMS and control groups. Pairwise comparison of patients with two clinical MS courses revealed 51 DMSs, 82% of which are hypermethylated in PPMS. Overall, it was demonstrated that there are more changes in the DNA methylation profiles in PPMS than in RRMS. The data confirm the role of DNA methylation in MS development. We have shown, for the first time, that DNA methylation as an epigenetic mechanism is involved in the formation of two distinct clinical courses of MS: namely, RRMS and PPMS.
format Online
Article
Text
id pubmed-5081712
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher A.I. Gordeyev
record_format MEDLINE/PubMed
spelling pubmed-50817122016-10-28 Whole-Genome DNA Methylation Analysis of Peripheral Blood Mononuclear Cells in Multiple Sclerosis Patients with Different Disease Courses Kulakova, O.G. Kabilov, M.R. Danilova, L.V. Popova, E.V. Baturina, O.A. Tsareva, E.Y. Baulina, N.M. Kiselev, I.S. Boyko, A.N. Favorov, A.V. Favorova, O.O. Vlassov, V.V. Acta Naturae Research Article Multiple sclerosis (MS) is a severe neurodegenerative disease of polygenic etiology affecting the central nervous system. In addition to genetic factors, epigenetic mechanisms, primarily DNA methylation, which regulate gene expression, play an important role in MS development and progression. In this study, we have performed the first whole-genome DNA methylation profiling of peripheral blood mononuclear cells in relapsing-remitting MS (RRMS) and primary-progressive MS (PPMS) patients and compared them to those of healthy individuals in order to identify the differentially methylated CpG-sites (DMSs) associated with these common clinical disease courses. In addition, we have performed a pairwise comparison of DNA methylation profiles in RRMS and PPMS patients. All three pairwise comparisons showed significant differences in methylation profiles. Hierarchical clustering of the identified DMS methylation levels and principal component analysis for data visualization demonstrated a clearly defined aggregation of DNA samples of the compared groups into separate clusters. Compared with the control, more DMSs were identified in PPMS patients than in RRMS patients (67 and 30, respectively). More than half of DMSs are located in genes, exceeding the expected number for random distribution of DMSs between probes. RRMS patients mostly have hypomethylated DMSs, while in PPMS patients DMSs are mostly hypermethylated. CpG-islands and CpG-shores contain 60% of DMSs, identified by pairwise comparison of RRMS and control groups, and 79% of those identified by pairwise comparison of PPMS and control groups. Pairwise comparison of patients with two clinical MS courses revealed 51 DMSs, 82% of which are hypermethylated in PPMS. Overall, it was demonstrated that there are more changes in the DNA methylation profiles in PPMS than in RRMS. The data confirm the role of DNA methylation in MS development. We have shown, for the first time, that DNA methylation as an epigenetic mechanism is involved in the formation of two distinct clinical courses of MS: namely, RRMS and PPMS. A.I. Gordeyev 2016 /pmc/articles/PMC5081712/ /pubmed/27795849 Text en Copyright ® 2016 Park-media Ltd. http://creativecommons.org/licenses/by/2.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Kulakova, O.G.
Kabilov, M.R.
Danilova, L.V.
Popova, E.V.
Baturina, O.A.
Tsareva, E.Y.
Baulina, N.M.
Kiselev, I.S.
Boyko, A.N.
Favorov, A.V.
Favorova, O.O.
Vlassov, V.V.
Whole-Genome DNA Methylation Analysis of Peripheral Blood Mononuclear Cells in Multiple Sclerosis Patients with Different Disease Courses
title Whole-Genome DNA Methylation Analysis of Peripheral Blood Mononuclear Cells in Multiple Sclerosis Patients with Different Disease Courses
title_full Whole-Genome DNA Methylation Analysis of Peripheral Blood Mononuclear Cells in Multiple Sclerosis Patients with Different Disease Courses
title_fullStr Whole-Genome DNA Methylation Analysis of Peripheral Blood Mononuclear Cells in Multiple Sclerosis Patients with Different Disease Courses
title_full_unstemmed Whole-Genome DNA Methylation Analysis of Peripheral Blood Mononuclear Cells in Multiple Sclerosis Patients with Different Disease Courses
title_short Whole-Genome DNA Methylation Analysis of Peripheral Blood Mononuclear Cells in Multiple Sclerosis Patients with Different Disease Courses
title_sort whole-genome dna methylation analysis of peripheral blood mononuclear cells in multiple sclerosis patients with different disease courses
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5081712/
https://www.ncbi.nlm.nih.gov/pubmed/27795849
work_keys_str_mv AT kulakovaog wholegenomednamethylationanalysisofperipheralbloodmononuclearcellsinmultiplesclerosispatientswithdifferentdiseasecourses
AT kabilovmr wholegenomednamethylationanalysisofperipheralbloodmononuclearcellsinmultiplesclerosispatientswithdifferentdiseasecourses
AT danilovalv wholegenomednamethylationanalysisofperipheralbloodmononuclearcellsinmultiplesclerosispatientswithdifferentdiseasecourses
AT popovaev wholegenomednamethylationanalysisofperipheralbloodmononuclearcellsinmultiplesclerosispatientswithdifferentdiseasecourses
AT baturinaoa wholegenomednamethylationanalysisofperipheralbloodmononuclearcellsinmultiplesclerosispatientswithdifferentdiseasecourses
AT tsarevaey wholegenomednamethylationanalysisofperipheralbloodmononuclearcellsinmultiplesclerosispatientswithdifferentdiseasecourses
AT baulinanm wholegenomednamethylationanalysisofperipheralbloodmononuclearcellsinmultiplesclerosispatientswithdifferentdiseasecourses
AT kiselevis wholegenomednamethylationanalysisofperipheralbloodmononuclearcellsinmultiplesclerosispatientswithdifferentdiseasecourses
AT boykoan wholegenomednamethylationanalysisofperipheralbloodmononuclearcellsinmultiplesclerosispatientswithdifferentdiseasecourses
AT favorovav wholegenomednamethylationanalysisofperipheralbloodmononuclearcellsinmultiplesclerosispatientswithdifferentdiseasecourses
AT favorovaoo wholegenomednamethylationanalysisofperipheralbloodmononuclearcellsinmultiplesclerosispatientswithdifferentdiseasecourses
AT vlassovvv wholegenomednamethylationanalysisofperipheralbloodmononuclearcellsinmultiplesclerosispatientswithdifferentdiseasecourses