TY - JOUR
T1 - Blood DNA methylation provides an accurate biomarker of KMT2B-related dystonia and predicts onset
AU - Mirza-Schreiber, Nazanin
AU - Zech, Michael
AU - Wilson, Rory
AU - Brunet, Theresa
AU - Wagner, Matias
AU - Jech, Robert
AU - Boesch, Sylvia
AU - Škorvánek, Matej
AU - Necpál, Ján
AU - Weise, David
AU - Weber, Sandrina
AU - Mollenhauer, Brit
AU - Trenkwalder, Claudia
AU - Maier, Esther M.
AU - Borggraefe, Ingo
AU - Vill, Katharina
AU - Hackenberg, Annette
AU - Pilshofer, Veronika
AU - Kotzaeridou, Urania
AU - Schwaibold, Eva Maria Christina
AU - Hoefele, Julia
AU - Waldenberger, Melanie
AU - Gieger, Christian
AU - Peters, Annette
AU - Meitinger, Thomas
AU - Schormair, Barbara
AU - Winkelmann, Juliane
AU - Oexle, Konrad
N1 - Publisher Copyright:
© 2021 The Author(s) (2021). Published by Oxford University Press on behalf of the Guarantors of Brain. All rights reserved.
PY - 2022/2/1
Y1 - 2022/2/1
N2 - 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 1× 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.
AB - 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 1× 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.
KW - KMT2B
KW - age at onset
KW - dystonia
KW - episignature
KW - mode of inheritance
UR - http://www.scopus.com/inward/record.url?scp=85119835563&partnerID=8YFLogxK
U2 - 10.1093/brain/awab360
DO - 10.1093/brain/awab360
M3 - Article
C2 - 34590685
AN - SCOPUS:85119835563
SN - 0006-8950
VL - 145
SP - 644
EP - 654
JO - Brain
JF - Brain
IS - 2
ER -