Epigenome-wide DNA methylation analysis in siblings and monozygotic twins discordant for sporadic Parkinson's disease revealed different epigenetic patterns in peripheral blood mononuclear cells

被引:38
|
作者
Kaut, Oliver [1 ]
Schmitt, Ina [1 ]
Tost, Jorg [2 ]
Busato, Florence [2 ]
Liu, Yi [2 ]
Hofmann, Per [3 ,4 ]
Witt, Stephanie H. [5 ]
Rietschel, Marcella [5 ]
Froehlich, Holger [6 ]
Wuellner, Ullrich [1 ,7 ]
机构
[1] Univ Bonn, Dept Neurol, D-53105 Bonn, Germany
[2] CEA, Inst Genom, Ctr Natl Genotypage, LEE, F-91057 Evry, France
[3] Univ Bonn, Inst Human Genet, Dept Genom, Life & Brain Ctr, Bonn, Germany
[4] Univ Basel, Dept Biomed, Human Genet Res Grp, Basel, Switzerland
[5] Heidelberg Univ, Dept Genet Epidemiol Psychiat, Cent Inst Mental Hlth, Med Fac Mannheim, D-68159 Mannheim, Germany
[6] Univ Bonn, Bonn Aachen Int Ctr IT IT B, Algorithm Bioinformat, D-53113 Bonn, Germany
[7] German Ctr Neurodegenerat Dis DZNE, D-53175 Bonn, Germany
关键词
Neurodegeneration; Microarray; Biomarker; Movement disorder; CDKL5; RISK; METAANALYSIS; ASSOCIATION; GENETICS; PIPELINE; BRAIN;
D O I
10.1007/s10048-016-0497-x
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Numerous studies have elucidated the genetics of Parkinson's disease; however, the aetiology of the majority of sporadic cases has not yet been resolved. We hypothesized that epigenetic variations could be associated with PD and evaluated the DNA methylation pattern in PD patients compared to brothers or twins without PD. The methylation of DNA from peripheral blood mononuclear cells of 62 discordant siblings including 24 monozygotic twins was characterized with Illumina DNA Methylation 450K bead arrays and subsequently validated in two independent cohorts: 221 PD vs. 227 healthy individuals (cohort 1) applying Illumina's VeraCode and 472 PD patients vs. 487 controls (cohort 2) using pyrosequencing. We choose a delta beta of > 15 % and selected 62 differentially methylated CpGs in 51 genes from the discordant siblings. Among them, three displayed multiple CpGs per gene: microRNA 886 (MIR886, 10 CpGs), phosphodiesterase 4D (PDE4D, 2 CpGs) and tripartite motif-containing 34 (TRIM34, 2 CpGs). PDE4D was confirmed in both cohorts (p value 2.44e-05). In addition, for biomarker construction, we used the penalized logistic regression model, resulting in a signature of eight CpGs with an AUC of 0.77. Our findings suggest that a distinct level of PD susceptibility stems from individual, epigenetic modifications of specific genes. We identified a signature of CpGs in blood cells that could separate control from disease with a reasonable discriminatory power, holding promise for future epigenetically based biomarker development.
引用
收藏
页码:7 / 22
页数:16
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共 41 条
  • [1] Epigenome-wide DNA methylation analysis in siblings and monozygotic twins discordant for sporadic Parkinson’s disease revealed different epigenetic patterns in peripheral blood mononuclear cells
    Oliver Kaut
    Ina Schmitt
    Jörg Tost
    Florence Busato
    Yi Liu
    Per Hofmann
    Stephanie H. Witt
    Marcella Rietschel
    Holger Fröhlich
    Ullrich Wüllner
    [J]. neurogenetics, 2017, 18 : 7 - 22
  • [2] Epigenome-Wide DNA Methylation Analysis of Monozygotic Twins Discordant for Diurnal Preference
    Wong, Chloe C. Y.
    Parsons, Michael J.
    Lester, Kathryn J.
    Burrage, Joe
    Eley, Thalia C.
    Mill, Jonathan
    Dempster, Emma L.
    Gregory, Alice M.
    [J]. TWIN RESEARCH AND HUMAN GENETICS, 2015, 18 (06) : 662 - 669
  • [3] Epigenome-Wide Analysis of DNA Methylation in Parkinson's Disease Cortex
    Kaut, Oliver
    Schmitt, Ina
    Stahl, Fabian
    Froehlich, Holger
    Hoffmann, Per
    Gonzalez, Frank J.
    Wuellner, Ullrich
    [J]. LIFE-BASEL, 2022, 12 (04):
  • [4] Epigenome-wide analysis in newborn blood spots from monozygotic twins discordant for cerebral palsy reveals consistent regional differences in DNA methylation
    Namitha Mohandas
    Sebastian Bass-Stringer
    Jovana Maksimovic
    Kylie Crompton
    Yuk J. Loke
    Janet Walstab
    Susan M. Reid
    David J. Amor
    Dinah Reddihough
    Jeffrey M. Craig
    [J]. Clinical Epigenetics, 2018, 10
  • [5] Epigenome-wide analysis in newborn blood spots from monozygotic twins discordant for cerebral palsy reveals consistent regional differences in DNA methylation
    Mohandas, Namitha
    Bass-Stringer, Sebastian
    Maksimovic, Jovana
    Crompton, Kylie
    Loke, Yuk J.
    Walstab, Janet
    Reid, Susan M.
    Amor, David J.
    Reddihough, Dinah
    Craig, Jeffrey M.
    [J]. CLINICAL EPIGENETICS, 2018, 10
  • [6] DNA Methylation Analysis in Monozygotic Twins Discordant for ALS in Blood Cells
    Yazar, Volkan
    Ruf, Wolfgang P.
    Knehr, Antje
    Guenther, Kornelia
    Ammerpohl, Ole
    Danzer, Karin M.
    Ludolph, Albert C.
    [J]. EPIGENETICS INSIGHTS, 2023, 16
  • [7] Epigenome-wide association study in Chinese monozygotic twins identifies DNA methylation loci associated with blood pressure
    Wang, Weijing
    Yao, Jie
    Li, Weilong
    Wu, Yili
    Duan, Haiping
    Xu, Chunsheng
    Tian, Xiaocao
    Li, Shuxia
    Tan, Qihua
    Zhang, Dongfeng
    [J]. CLINICAL EPIGENETICS, 2023, 15 (01)
  • [8] Epigenome-wide association study in Chinese monozygotic twins identifies DNA methylation loci associated with blood pressure
    Weijing Wang
    Jie Yao
    Weilong Li
    Yili Wu
    Haiping Duan
    Chunsheng Xu
    Xiaocao Tian
    Shuxia Li
    Qihua Tan
    Dongfeng Zhang
    [J]. Clinical Epigenetics, 15
  • [9] Epigenome-wide meta-analysis of sex-differential DNA methylation in Parkinson's disease
    Yang, T.
    Li, C.
    Wei, Q.
    Ou, R.
    Cheng, Y.
    Liu, K.
    Lin, J.
    Xiao, Y.
    Shang, H.
    [J]. MOVEMENT DISORDERS, 2023, 38 : S465 - S465
  • [10] Transcriptional and epigenetic phenomena in peripheral blood cells of monozygotic twins discordant for alzheimer's disease, a case report
    D'Addario, Claudio
    Candia, Sussy Bastias
    Arosio, Beatrice
    Di Bartolomeo, Martina
    Abbate, Carlo
    Case, Alessandra
    Candeletti, Sanzio
    Romualdi, Patrizia
    Damanti, Sarah
    Maccarrone, Mauro
    Bergamaschini, Luigi
    Mari, Daniela
    [J]. JOURNAL OF THE NEUROLOGICAL SCIENCES, 2017, 372 : 211 - 216