Sadegheh Haghshenas , Audrey Putoux , Jack Reilly , Michael A. Levy , Raissa Relator , Sourav Ghosh , Jennifer Kerkhof , Haley McConkey , Patrick Edery , Gaetan Lesca , Alicia Besson , Christine Coubes , Marjolaine Willems , Nathalie Ruiz-Pallares , Mouna Barat-Houari , Eduardo F. Tizzano , Irene Valenzuela , Quentin Sabbagh , Jill Clayton-Smith , Adam Jackson , Bekim Sadikovic
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引用次数: 0
Abstract
Purpose
Valproic acid or valproate is an effective antiepileptic drug; however, embryonic exposure to valproate can result in a teratogenic disorder referred to as fetal valproate syndrome (OMIM #609442). Currently there are no diagnostic biomarkers for the condition. This study aims to define an episignature biomarker for teratogenic antenatal exposure to valproate.
Methods
DNA extracted from peripheral blood of individuals with teratogenic antenatal exposure to valproate was processed using DNA methylation microarrays. Subsequently, methylation profiling and construction of support vector machine classifiers were performed in R.
Results
Genomic DNA methylation analysis was applied, and a distinct DNA methylation profile was identified in the majority of affected individuals. This profile was used to develop a diagnostic episignature classifier. The valproate exposure episignature exhibited high sensitivity and specificity relative to a large reference data set of unaffected controls and individuals with a wide spectrum of syndromic disorders with episignatures. Gene set enrichment analysis demonstrated an enrichment for terms associated with cell adhesion, including significant overrepresentation of the cadherin superfamily.
Conclusion
This study provides evidence of a robust peripheral blood-based diagnostic epigenetic biomarker for a prenatal teratogenic disorder.
目的:丙戊酸或丙戊酸盐是一种有效的抗癫痫药物;然而,胚胎期接触丙戊酸可导致一种致畸性疾病,即胎儿丙戊酸综合征(FVS,OMIM #609442)。目前还没有诊断该病症的生物标志物。本研究旨在确定产前接触丙戊酸钠致畸的表征生物标志物:方法:使用 DNA 甲基化微阵列处理从产前接触丙戊酸钠致畸个体外周血中提取的 DNA。结果:基因组 DNA 甲基化分析被应用于丙戊酸钠致畸前暴露个体的外周血中:结果:应用基因组 DNA 甲基化分析,在大多数受影响的个体中发现了独特的 DNA 甲基化特征。该图谱被用于开发诊断表征分类器。相对于由未受影响的对照组和具有表征的多种综合症患者组成的大型参考数据集,丙戊酸钠暴露表征具有很高的灵敏度和特异性。基因组富集分析表明,与细胞粘附相关的术语得到了富集,其中包括显著高比例的粘附素超家族:本研究为一种产前致畸性疾病提供了基于外周血的可靠诊断表观遗传生物标志物。
期刊介绍:
Genetics in Medicine (GIM) is the official journal of the American College of Medical Genetics and Genomics. The journal''s mission is to enhance the knowledge, understanding, and practice of medical genetics and genomics through publications in clinical and laboratory genetics and genomics, including ethical, legal, and social issues as well as public health.
GIM encourages research that combats racism, includes diverse populations and is written by authors from diverse and underrepresented backgrounds.