Brain aging in major depressive disorder. (13th April 2021)
- Record Type:
- Journal Article
- Title:
- Brain aging in major depressive disorder. (13th April 2021)
- Main Title:
- Brain aging in major depressive disorder
- Authors:
- Han, L.
Schnack, H.
Brouwer, R.
Veltman, D.
Van Der Wee, N.
Van Tol, M.-J.
Aghajani, M.
Penninx, B. - Abstract:
- 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 somaticAbstract : 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. … (more)
- Is Part Of:
- European psychiatry. Volume 64:Supplement 1(2021)
- Journal:
- European psychiatry
- Issue:
- Volume 64:Supplement 1(2021)
- Issue Display:
- Volume 64, Issue 1 (2021)
- Year:
- 2021
- Volume:
- 64
- Issue:
- 1
- Issue Sort Value:
- 2021-0064-0001-0000
- Page Start:
- S63
- Page End:
- S63
- Publication Date:
- 2021-04-13
- Subjects:
- Depression -- brain age -- antidepressant use -- Anxiety
Psychiatry -- Periodicals
Mental illness -- Periodicals
Electronic journals
616.89 - Journal URLs:
- https://www.cambridge.org/core/journals/european-psychiatry ↗
http://www.clinicalkey.com/dura/browse/journalIssue/09249338 ↗
http://www.sciencedirect.com/science/journal/09249338 ↗
http://www.elsevier.com/homepage/elecserv.htt ↗ - DOI:
- 10.1192/j.eurpsy.2021.196 ↗
- Languages:
- English
- ISSNs:
- 0924-9338
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3829.842700
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- 18742.xml