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Distinct epigenetic signatures between adult-onset and late-onset depression

The heterogeneity of major depressive disorder (MDD) is attributed to the fact that diagnostic criteria (e.g., DSM-5) are only based on clinical symptoms. The discovery of blood biomarkers has the potential to change the diagnosis of MDD. The purpose of this study was to identify blood biomarkers of...

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Autores principales: Yamagata, Hirotaka, Ogihara, Hiroyuki, Matsuo, Koji, Uchida, Shusaku, Kobayashi, Ayumi, Seki, Tomoe, Kobayashi, Masaaki, Harada, Kenichiro, Chen, Chong, Miyata, Shigeo, Fukuda, Masato, Mikuni, Masahiko, Hamamoto, Yoshihiko, Watanabe, Yoshifumi, Nakagawa, Shin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7840753/
https://www.ncbi.nlm.nih.gov/pubmed/33504850
http://dx.doi.org/10.1038/s41598-021-81758-8
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author Yamagata, Hirotaka
Ogihara, Hiroyuki
Matsuo, Koji
Uchida, Shusaku
Kobayashi, Ayumi
Seki, Tomoe
Kobayashi, Masaaki
Harada, Kenichiro
Chen, Chong
Miyata, Shigeo
Fukuda, Masato
Mikuni, Masahiko
Hamamoto, Yoshihiko
Watanabe, Yoshifumi
Nakagawa, Shin
author_facet Yamagata, Hirotaka
Ogihara, Hiroyuki
Matsuo, Koji
Uchida, Shusaku
Kobayashi, Ayumi
Seki, Tomoe
Kobayashi, Masaaki
Harada, Kenichiro
Chen, Chong
Miyata, Shigeo
Fukuda, Masato
Mikuni, Masahiko
Hamamoto, Yoshihiko
Watanabe, Yoshifumi
Nakagawa, Shin
author_sort Yamagata, Hirotaka
collection PubMed
description The heterogeneity of major depressive disorder (MDD) is attributed to the fact that diagnostic criteria (e.g., DSM-5) are only based on clinical symptoms. The discovery of blood biomarkers has the potential to change the diagnosis of MDD. The purpose of this study was to identify blood biomarkers of DNA methylation by strategically subtyping patients with MDD by onset age. We analyzed genome-wide DNA methylation of patients with adult-onset depression (AOD; age ≥ 50 years, age at depression onset < 50 years; N = 10) and late-onset depression (LOD; age ≥ 50 years, age at depression onset ≥ 50 years; N = 25) in comparison to that of 30 healthy subjects. The methylation profile of the AOD group was not only different from that of the LOD group but also more homogenous. Six identified methylation CpG sites were validated by pyrosequencing and amplicon bisulfite sequencing as potential markers for AOD in a second set of independent patients with AOD and healthy control subjects (N = 11). The combination of three specific methylation markers achieved the highest accuracy (sensitivity, 64%; specificity, 91%; accuracy, 77%). Taken together, our findings suggest that DNA methylation markers are more suitable for AOD than for LOD patients.
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spelling pubmed-78407532021-01-28 Distinct epigenetic signatures between adult-onset and late-onset depression Yamagata, Hirotaka Ogihara, Hiroyuki Matsuo, Koji Uchida, Shusaku Kobayashi, Ayumi Seki, Tomoe Kobayashi, Masaaki Harada, Kenichiro Chen, Chong Miyata, Shigeo Fukuda, Masato Mikuni, Masahiko Hamamoto, Yoshihiko Watanabe, Yoshifumi Nakagawa, Shin Sci Rep Article The heterogeneity of major depressive disorder (MDD) is attributed to the fact that diagnostic criteria (e.g., DSM-5) are only based on clinical symptoms. The discovery of blood biomarkers has the potential to change the diagnosis of MDD. The purpose of this study was to identify blood biomarkers of DNA methylation by strategically subtyping patients with MDD by onset age. We analyzed genome-wide DNA methylation of patients with adult-onset depression (AOD; age ≥ 50 years, age at depression onset < 50 years; N = 10) and late-onset depression (LOD; age ≥ 50 years, age at depression onset ≥ 50 years; N = 25) in comparison to that of 30 healthy subjects. The methylation profile of the AOD group was not only different from that of the LOD group but also more homogenous. Six identified methylation CpG sites were validated by pyrosequencing and amplicon bisulfite sequencing as potential markers for AOD in a second set of independent patients with AOD and healthy control subjects (N = 11). The combination of three specific methylation markers achieved the highest accuracy (sensitivity, 64%; specificity, 91%; accuracy, 77%). Taken together, our findings suggest that DNA methylation markers are more suitable for AOD than for LOD patients. Nature Publishing Group UK 2021-01-27 /pmc/articles/PMC7840753/ /pubmed/33504850 http://dx.doi.org/10.1038/s41598-021-81758-8 Text en © The Author(s) 2021 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Yamagata, Hirotaka
Ogihara, Hiroyuki
Matsuo, Koji
Uchida, Shusaku
Kobayashi, Ayumi
Seki, Tomoe
Kobayashi, Masaaki
Harada, Kenichiro
Chen, Chong
Miyata, Shigeo
Fukuda, Masato
Mikuni, Masahiko
Hamamoto, Yoshihiko
Watanabe, Yoshifumi
Nakagawa, Shin
Distinct epigenetic signatures between adult-onset and late-onset depression
title Distinct epigenetic signatures between adult-onset and late-onset depression
title_full Distinct epigenetic signatures between adult-onset and late-onset depression
title_fullStr Distinct epigenetic signatures between adult-onset and late-onset depression
title_full_unstemmed Distinct epigenetic signatures between adult-onset and late-onset depression
title_short Distinct epigenetic signatures between adult-onset and late-onset depression
title_sort distinct epigenetic signatures between adult-onset and late-onset depression
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7840753/
https://www.ncbi.nlm.nih.gov/pubmed/33504850
http://dx.doi.org/10.1038/s41598-021-81758-8
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