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Brain aging in major depressive disorder

Depression and anxiety are common and often comorbid mental health disorders that represent risk factors for aging-related conditions. Brain aging has shown to be more advanced in patients with Major Depressive Disorder (MDD). Here, we extend prior work by investigating multivariate brain aging in p...

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Autores principales: Han, L., Schnack, H., Brouwer, R., Veltman, D., Van Der Wee, N., Van Tol, M.-J., Aghajani, M., Penninx, B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cambridge University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9471545/
http://dx.doi.org/10.1192/j.eurpsy.2021.196
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author Han, L.
Schnack, H.
Brouwer, R.
Veltman, D.
Van Der Wee, N.
Van Tol, M.-J.
Aghajani, M.
Penninx, B.
author_facet Han, L.
Schnack, H.
Brouwer, R.
Veltman, D.
Van Der Wee, N.
Van Tol, M.-J.
Aghajani, M.
Penninx, B.
author_sort Han, L.
collection PubMed
description Depression and anxiety are common and often comorbid mental health disorders that represent risk factors for aging-related conditions. Brain aging has shown to be more advanced in patients with Major Depressive Disorder (MDD). Here, we extend prior work by investigating multivariate brain aging in patients with MDD and/or anxiety disorders and examine which factors contribute to older appearing brains. Adults aged 18-57 years from the Netherlands Study of Depression and Anxiety underwent structural MRI. A pre-trained brain age prediction model based on >2,000 samples from the ENIGMA consortium was applied to obtain brain-predicted age differences (brain-PAD, predicted brain age minus chronological age) in 65 controls and 220 patients with current MDD and/or anxiety. Brain-PAD estimates were associated with clinical, somatic, lifestyle, and biological factors. After correcting for antidepressant use, brain-PAD was significantly higher in MDD (+2.78 years, Cohen’s d=0.25, 95% CI -0.10-0.60) and anxiety patients (+2.91 years, Cohen’s d=0.27, 95% CI -0.08-0.61), compared to controls. There were no significant associations with lifestyle or biological stress systems. A multivariable model indicated unique contributions of higher severity of somatic depression symptoms (b=4.21 years per unit increase on average sum score) and antidepressant use (-2.53 years) to brain-PAD. Advanced brain aging in patients with MDD and anxiety was most strongly associated with somatic depressive symptomatology. We also present clinically relevant evidence for a potential neuroprotective antidepressant effect on the brain-PAD metric that requires follow-up in future research. DISCLOSURE: No significant relationships.
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spelling pubmed-94715452022-09-29 Brain aging in major depressive disorder Han, L. Schnack, H. Brouwer, R. Veltman, D. Van Der Wee, N. Van Tol, M.-J. Aghajani, M. Penninx, B. Eur Psychiatry Abstract Depression and anxiety are common and often comorbid mental health disorders that represent risk factors for aging-related conditions. Brain aging has shown to be more advanced in patients with Major Depressive Disorder (MDD). Here, we extend prior work by investigating multivariate brain aging in patients with MDD and/or anxiety disorders and examine which factors contribute to older appearing brains. Adults aged 18-57 years from the Netherlands Study of Depression and Anxiety underwent structural MRI. A pre-trained brain age prediction model based on >2,000 samples from the ENIGMA consortium was applied to obtain brain-predicted age differences (brain-PAD, predicted brain age minus chronological age) in 65 controls and 220 patients with current MDD and/or anxiety. Brain-PAD estimates were associated with clinical, somatic, lifestyle, and biological factors. After correcting for antidepressant use, brain-PAD was significantly higher in MDD (+2.78 years, Cohen’s d=0.25, 95% CI -0.10-0.60) and anxiety patients (+2.91 years, Cohen’s d=0.27, 95% CI -0.08-0.61), compared to controls. There were no significant associations with lifestyle or biological stress systems. A multivariable model indicated unique contributions of higher severity of somatic depression symptoms (b=4.21 years per unit increase on average sum score) and antidepressant use (-2.53 years) to brain-PAD. Advanced brain aging in patients with MDD and anxiety was most strongly associated with somatic depressive symptomatology. We also present clinically relevant evidence for a potential neuroprotective antidepressant effect on the brain-PAD metric that requires follow-up in future research. DISCLOSURE: No significant relationships. Cambridge University Press 2021-08-13 /pmc/articles/PMC9471545/ http://dx.doi.org/10.1192/j.eurpsy.2021.196 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Abstract
Han, L.
Schnack, H.
Brouwer, R.
Veltman, D.
Van Der Wee, N.
Van Tol, M.-J.
Aghajani, M.
Penninx, B.
Brain aging in major depressive disorder
title Brain aging in major depressive disorder
title_full Brain aging in major depressive disorder
title_fullStr Brain aging in major depressive disorder
title_full_unstemmed Brain aging in major depressive disorder
title_short Brain aging in major depressive disorder
title_sort brain aging in major depressive disorder
topic Abstract
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9471545/
http://dx.doi.org/10.1192/j.eurpsy.2021.196
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