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“GrimAge,” an epigenetic predictor of mortality, is accelerated in major depressive disorder

Major depressive disorder (MDD) is associated with premature mortality and is an independent risk factor for a broad range of diseases, especially those associated with aging, such as cardiovascular disease, diabetes, and Alzheimer’s disease. However, the pathophysiology underlying increased rates o...

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Autores principales: Protsenko, Ekaterina, Yang, Ruoting, Nier, Brent, Reus, Victor, Hammamieh, Rasha, Rampersaud, Ryan, Wu, Gwyneth W. Y., Hough, Christina M., Epel, Elissa, Prather, Aric A., Jett, Marti, Gautam, Aarti, Mellon, Synthia H., Wolkowitz, Owen M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8021561/
https://www.ncbi.nlm.nih.gov/pubmed/33820909
http://dx.doi.org/10.1038/s41398-021-01302-0
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author Protsenko, Ekaterina
Yang, Ruoting
Nier, Brent
Reus, Victor
Hammamieh, Rasha
Rampersaud, Ryan
Wu, Gwyneth W. Y.
Hough, Christina M.
Epel, Elissa
Prather, Aric A.
Jett, Marti
Gautam, Aarti
Mellon, Synthia H.
Wolkowitz, Owen M.
author_facet Protsenko, Ekaterina
Yang, Ruoting
Nier, Brent
Reus, Victor
Hammamieh, Rasha
Rampersaud, Ryan
Wu, Gwyneth W. Y.
Hough, Christina M.
Epel, Elissa
Prather, Aric A.
Jett, Marti
Gautam, Aarti
Mellon, Synthia H.
Wolkowitz, Owen M.
author_sort Protsenko, Ekaterina
collection PubMed
description Major depressive disorder (MDD) is associated with premature mortality and is an independent risk factor for a broad range of diseases, especially those associated with aging, such as cardiovascular disease, diabetes, and Alzheimer’s disease. However, the pathophysiology underlying increased rates of somatic disease in MDD remains unknown. It has been proposed that MDD represents a state of accelerated cellular aging, and several measures of cellular aging have been developed in recent years. Among such metrics, estimators of biological age based on predictable age-related patterns of DNA methylation (DNAm), so-called ‘epigenetic clocks’, have shown particular promise for their ability to capture accelerated aging in psychiatric disease. The recently developed DNAm metric known as ‘GrimAge’ is unique in that it was trained on time-to-death data and has outperformed its predecessors in predicting both morbidity and mortality. Yet, GrimAge has not been investigated in MDD. Here we measured GrimAge in 49 somatically healthy unmedicated individuals with MDD and 60 age-matched healthy controls. We found that individuals with MDD exhibited significantly greater GrimAge relative to their chronological age (‘AgeAccelGrim’) compared to healthy controls (p = 0.001), with a median of 2 years of excess cellular aging. This difference remained significant after controlling for sex, current smoking status, and body-mass index (p = 0.015). These findings are consistent with prior suggestions of accelerated cellular aging in MDD, but are the first to demonstrate this with an epigenetic metric predictive of premature mortality.
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spelling pubmed-80215612021-04-21 “GrimAge,” an epigenetic predictor of mortality, is accelerated in major depressive disorder Protsenko, Ekaterina Yang, Ruoting Nier, Brent Reus, Victor Hammamieh, Rasha Rampersaud, Ryan Wu, Gwyneth W. Y. Hough, Christina M. Epel, Elissa Prather, Aric A. Jett, Marti Gautam, Aarti Mellon, Synthia H. Wolkowitz, Owen M. Transl Psychiatry Article Major depressive disorder (MDD) is associated with premature mortality and is an independent risk factor for a broad range of diseases, especially those associated with aging, such as cardiovascular disease, diabetes, and Alzheimer’s disease. However, the pathophysiology underlying increased rates of somatic disease in MDD remains unknown. It has been proposed that MDD represents a state of accelerated cellular aging, and several measures of cellular aging have been developed in recent years. Among such metrics, estimators of biological age based on predictable age-related patterns of DNA methylation (DNAm), so-called ‘epigenetic clocks’, have shown particular promise for their ability to capture accelerated aging in psychiatric disease. The recently developed DNAm metric known as ‘GrimAge’ is unique in that it was trained on time-to-death data and has outperformed its predecessors in predicting both morbidity and mortality. Yet, GrimAge has not been investigated in MDD. Here we measured GrimAge in 49 somatically healthy unmedicated individuals with MDD and 60 age-matched healthy controls. We found that individuals with MDD exhibited significantly greater GrimAge relative to their chronological age (‘AgeAccelGrim’) compared to healthy controls (p = 0.001), with a median of 2 years of excess cellular aging. This difference remained significant after controlling for sex, current smoking status, and body-mass index (p = 0.015). These findings are consistent with prior suggestions of accelerated cellular aging in MDD, but are the first to demonstrate this with an epigenetic metric predictive of premature mortality. Nature Publishing Group UK 2021-04-06 /pmc/articles/PMC8021561/ /pubmed/33820909 http://dx.doi.org/10.1038/s41398-021-01302-0 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 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
Protsenko, Ekaterina
Yang, Ruoting
Nier, Brent
Reus, Victor
Hammamieh, Rasha
Rampersaud, Ryan
Wu, Gwyneth W. Y.
Hough, Christina M.
Epel, Elissa
Prather, Aric A.
Jett, Marti
Gautam, Aarti
Mellon, Synthia H.
Wolkowitz, Owen M.
“GrimAge,” an epigenetic predictor of mortality, is accelerated in major depressive disorder
title “GrimAge,” an epigenetic predictor of mortality, is accelerated in major depressive disorder
title_full “GrimAge,” an epigenetic predictor of mortality, is accelerated in major depressive disorder
title_fullStr “GrimAge,” an epigenetic predictor of mortality, is accelerated in major depressive disorder
title_full_unstemmed “GrimAge,” an epigenetic predictor of mortality, is accelerated in major depressive disorder
title_short “GrimAge,” an epigenetic predictor of mortality, is accelerated in major depressive disorder
title_sort “grimage,” an epigenetic predictor of mortality, is accelerated in major depressive disorder
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8021561/
https://www.ncbi.nlm.nih.gov/pubmed/33820909
http://dx.doi.org/10.1038/s41398-021-01302-0
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