Cargando…
An epigenetic biomarker for adult high-functioning autism spectrum disorder
Increasing evidence suggests that epigenetic mechanisms play a role in the etiology of autism spectrum disorder (ASD). To date, several studies have attempted to identify epigenetic biomarkers for ASD. However, reliable markers remain to be established and most of these studies have focused on pedia...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6754433/ https://www.ncbi.nlm.nih.gov/pubmed/31541176 http://dx.doi.org/10.1038/s41598-019-50250-9 |
_version_ | 1783453075651952640 |
---|---|
author | Kimura, Ryo Nakata, Masatoshi Funabiki, Yasuko Suzuki, Shiho Awaya, Tomonari Murai, Toshiya Hagiwara, Masatoshi |
author_facet | Kimura, Ryo Nakata, Masatoshi Funabiki, Yasuko Suzuki, Shiho Awaya, Tomonari Murai, Toshiya Hagiwara, Masatoshi |
author_sort | Kimura, Ryo |
collection | PubMed |
description | Increasing evidence suggests that epigenetic mechanisms play a role in the etiology of autism spectrum disorder (ASD). To date, several studies have attempted to identify epigenetic biomarkers for ASD. However, reliable markers remain to be established and most of these studies have focused on pediatric patients with ASD. In this study, we sought to find an epigenetic DNA methylation biomarker from peripheral blood for adult patients with high-functioning ASD. DNA methylation profiles were analyzed using the Illumina 450 K methylation array. To identify robust candidate markers, we employed two types of machine-learning algorithms for marker selection. We identified a potential marker (cg20793532) for which is the AUC value was 0.79. Notably, cg20793532 was annotated to the PPP2R2C gene, which was hypermethylated and down-regulated in blood from ASD patients compared to that in the controls. Although requiring careful interpretation, this pilot study seems to provide a potential blood biomarker for identifying individuals with high-functioning ASD. |
format | Online Article Text |
id | pubmed-6754433 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-67544332019-10-02 An epigenetic biomarker for adult high-functioning autism spectrum disorder Kimura, Ryo Nakata, Masatoshi Funabiki, Yasuko Suzuki, Shiho Awaya, Tomonari Murai, Toshiya Hagiwara, Masatoshi Sci Rep Article Increasing evidence suggests that epigenetic mechanisms play a role in the etiology of autism spectrum disorder (ASD). To date, several studies have attempted to identify epigenetic biomarkers for ASD. However, reliable markers remain to be established and most of these studies have focused on pediatric patients with ASD. In this study, we sought to find an epigenetic DNA methylation biomarker from peripheral blood for adult patients with high-functioning ASD. DNA methylation profiles were analyzed using the Illumina 450 K methylation array. To identify robust candidate markers, we employed two types of machine-learning algorithms for marker selection. We identified a potential marker (cg20793532) for which is the AUC value was 0.79. Notably, cg20793532 was annotated to the PPP2R2C gene, which was hypermethylated and down-regulated in blood from ASD patients compared to that in the controls. Although requiring careful interpretation, this pilot study seems to provide a potential blood biomarker for identifying individuals with high-functioning ASD. Nature Publishing Group UK 2019-09-20 /pmc/articles/PMC6754433/ /pubmed/31541176 http://dx.doi.org/10.1038/s41598-019-50250-9 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Kimura, Ryo Nakata, Masatoshi Funabiki, Yasuko Suzuki, Shiho Awaya, Tomonari Murai, Toshiya Hagiwara, Masatoshi An epigenetic biomarker for adult high-functioning autism spectrum disorder |
title | An epigenetic biomarker for adult high-functioning autism spectrum disorder |
title_full | An epigenetic biomarker for adult high-functioning autism spectrum disorder |
title_fullStr | An epigenetic biomarker for adult high-functioning autism spectrum disorder |
title_full_unstemmed | An epigenetic biomarker for adult high-functioning autism spectrum disorder |
title_short | An epigenetic biomarker for adult high-functioning autism spectrum disorder |
title_sort | epigenetic biomarker for adult high-functioning autism spectrum disorder |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6754433/ https://www.ncbi.nlm.nih.gov/pubmed/31541176 http://dx.doi.org/10.1038/s41598-019-50250-9 |
work_keys_str_mv | AT kimuraryo anepigeneticbiomarkerforadulthighfunctioningautismspectrumdisorder AT nakatamasatoshi anepigeneticbiomarkerforadulthighfunctioningautismspectrumdisorder AT funabikiyasuko anepigeneticbiomarkerforadulthighfunctioningautismspectrumdisorder AT suzukishiho anepigeneticbiomarkerforadulthighfunctioningautismspectrumdisorder AT awayatomonari anepigeneticbiomarkerforadulthighfunctioningautismspectrumdisorder AT muraitoshiya anepigeneticbiomarkerforadulthighfunctioningautismspectrumdisorder AT hagiwaramasatoshi anepigeneticbiomarkerforadulthighfunctioningautismspectrumdisorder AT kimuraryo epigeneticbiomarkerforadulthighfunctioningautismspectrumdisorder AT nakatamasatoshi epigeneticbiomarkerforadulthighfunctioningautismspectrumdisorder AT funabikiyasuko epigeneticbiomarkerforadulthighfunctioningautismspectrumdisorder AT suzukishiho epigeneticbiomarkerforadulthighfunctioningautismspectrumdisorder AT awayatomonari epigeneticbiomarkerforadulthighfunctioningautismspectrumdisorder AT muraitoshiya epigeneticbiomarkerforadulthighfunctioningautismspectrumdisorder AT hagiwaramasatoshi epigeneticbiomarkerforadulthighfunctioningautismspectrumdisorder |