Blood DNA methylation provides an accurate biomarker of KMT2B-related dystonia and predicts onset

被引:31
作者
Mirza-Schreiber, Nazanin [1 ,2 ]
Zech, Michael [1 ,3 ]
Wilson, Rory [4 ]
Brunet, Theresa [1 ,3 ]
Wagner, Matias [1 ,3 ]
Jech, Robert [5 ,6 ]
Boesch, Sylvia [7 ]
Skorvanek, Matej [8 ,9 ]
Necpal, Jan [10 ]
Weise, David [11 ,12 ]
Weber, Sandrina [1 ,13 ]
Mollenhauer, Brit [13 ]
Trenkwalder, Claudia [13 ]
Maier, Esther M. [14 ]
Borggraefe, Ingo [14 ]
Vill, Katharina [14 ]
Hackenberg, Annette [15 ]
Pilshofer, Veronika [16 ]
Kotzaeridou, Urania [17 ]
Schwaibold, Eva Maria Christina [18 ]
Hoefele, Julia [3 ]
Waldenberger, Melanie [4 ]
Gieger, Christian [4 ,19 ]
Peters, Annette [19 ,20 ,21 ]
Meitinger, Thomas [3 ]
Schormair, Barbara [14 ]
Winkelmann, Juliane [1 ,3 ,22 ,23 ]
Oexle, Konrad [1 ,2 ,3 ]
机构
[1] German Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Inst Neurogen ING, D-85764 Neuherberg, Germany
[2] German Res Ctr Environm Hlth, Inst Neurogen ING, Helmholtz Zentrum Munchen, Neurogenet Syst Anal Grp, D-85764 Neuherberg, Germany
[3] Tech Univ Munich, Sch Med, Inst Human Genet, D-81675 Munich, Germany
[4] German Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Res Unit Mol Epidemiol, D-85764 Neuherberg, Germany
[5] Charles Univ Prague, Dept Neurol, Fac Med 1, Prague 12108, Czech Republic
[6] Gen Univ Hosp Prague, Prague 12108, Czech Republic
[7] Med Univ, Dept Neurol, A-6020 Innsbruck, Austria
[8] Safarik Univ, Dept Neurol, Kosice 04011, Slovakia
[9] Univ Hosp L Pasteur, Dept Neurol, Kosice 04011, Slovakia
[10] Zvolen Hosp, Dept Neurol, Zvolen 96001, Slovakia
[11] Asklepios Fachklinikum Stadtroda, Dept Neurol, D-07646 Stadtroda, Germany
[12] Univ Leipzig, Dept Neurol, D-04103 Leipzig, Germany
[13] Univ Med Ctr Goettingen, Dept Neurol, Paracelsus Elena Klin, D-34128 Kassel, Germany
[14] Ludwig Maximilians Univ Munchen, Dr von Hauner Childrens Hosp, D-80337 Munich, Germany
[15] Univ Childrens Hosp, Dept Pediat Neurol, CH-8032 Zurich, Switzerland
[16] Ordensklinikum Linz, Barmherzige Schwestern, A-4010 Linz, Austria
[17] Univ Hosp Heidelberg, Ctr Pediat & Adolescent Med, Dept Child Neurol & Metab Med, D-69120 Heidelberg, Germany
[18] Heidelberg Univ, Inst Human Genet, D-69120 Heidelberg, Germany
[19] German Ctr Diabet Res DZD, D-85764 Neuherberg, Germany
[20] German Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Inst Epidemiol, D-85764 Neuherberg, Germany
[21] Ludwig Maximilians Univ Munchen, Med Fac, Inst Med Informat Proc Biometry & Epidemiol, Chair Epidemiol, D-81377 Munich, Germany
[22] Tech Univ Munich, Sch Med, Chair Neurogenet, D-81675 Munich, Germany
[23] Munich Cluster Syst Neurol SyNergy, D-81377 Munich, Germany
关键词
dystonia; KMT2B; episignature; age at onset; mode of inheritance; KMT2B; CLASSIFICATION; EPISIGNATURES; DIAGNOSIS;
D O I
10.1093/brain/awab360
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Dystonia is a prevalent, heterogeneous movement disorder characterized by involuntarily abnormal postures. Biomarkers of dystonia are notoriously lacking. Here, a biomarker is reported for histone lysine methyltransferase (KMT2B)-deficient dystonia, a leading subtype among the individually rare monogenic dystonias. It was derived by applying a support vector machine to an episignature of 113 DNA CpG sites, which, in blood cells, showed significant epigenome-wide association with KMT2B deficiency and at least 1x log-fold change of methylation. This classifier was accurate both when tested on the general population and on samples with various other deficiencies of the epigenetic machinery, thus allowing for definitive evaluation of variants of uncertain significance and identifying patients who may profit from deep brain stimulation, a highly successful treatment in KMT2B-deficient dystonia. Methylation was increased in KMT2B deficiency at all 113 CpG sites. The coefficients of variation of the normalized methylation levels at these sites also perfectly classified the samples with KMT2B-deficient dystonia. Moreover, the mean of the normalized methylation levels correlated well with the age at onset of dystonia (P = 0.003)-being lower in samples with late or incomplete penetrance-thus serving as a predictor of disease onset and severity. Similarly, it may also function in monitoring the recently envisioned treatment of KMT2B deficiency by inhibition of DNA methylation.
引用
收藏
页码:644 / 654
页数:11
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