Abstract | BACKGROUND:
Major depressive disorder (MDD) may be associated with accelerated brain aging (higher brain age than chronological age). This report evaluated whether brain age is a clinically useful biomarker by checking its test-retest reliability using magnetic resonance imaging scans acquired 1 week apart and by evaluating the association of accelerated brain aging with symptom severity and antidepressant treatment outcomes. METHODS: Brain age was estimated in participants of the EMBARC (Establishing Moderators and Biosignatures of Antidepressant Response in Clinical Care) study using T1-weighted structural magnetic resonance imaging (MDD n = 290; female n = 192; healthy control participants n = 39; female n = 24). Intraclass correlation coefficient was used for baseline-to-week-1 test-retest reliability. Association of baseline Δ brain age (brain age minus chronological age) with Hamilton Depression Rating Scale-17 and Concise Health Risk Tracking Self-Report domains (impulsivity, suicide propensity [measures: pessimism, helplessness, perceived lack of social support, and despair], and suicidal thoughts) were assessed at baseline (linear regression) and during 8-week-long treatment with either sertraline or placebo (repeated-measures mixed models). RESULTS: Mean ± SD baseline chronological age, brain age, and Δ brain age were 37.1 ± 13.3, 40.6 ± 13.1, and 3.1 ± 6.1 years in MDD and 37.1 ± 14.7, 38.4 ± 12.9, and 0.6 ± 5.5 years in healthy control groups, respectively. Test-retest reliability was high (intraclass correlation coefficient = 0.98-1.00). Higher baseline Δ brain age in the MDD group was associated with higher baseline impulsivity and suicide propensity and predicted smaller baseline-to-week-8 reductions in Hamilton Depression Rating Scale-17, impulsivity, and suicide propensity with sertraline but not with placebo. CONCLUSIONS: Brain age is a reliable and potentially clinically useful biomarker that can prognosticate antidepressant treatment outcomes.
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Authors | Manish K Jha, Cherise Chin Fatt, Abu Minhajuddin, Taryn L Mayes, Madhukar H Trivedi |
Journal | Biological psychiatry. Cognitive neuroscience and neuroimaging
(Biol Psychiatry Cogn Neurosci Neuroimaging)
Vol. 8
Issue 4
Pg. 462-470
(04 2023)
ISSN: 2451-9030 [Electronic] United States |
PMID | 36179972
(Publication Type: Clinical Trial, Journal Article, Research Support, N.I.H., Extramural, Research Support, Non-U.S. Gov't)
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Copyright | Copyright © 2022 Society of Biological Psychiatry. Published by Elsevier Inc. All rights reserved. |
Chemical References |
- Antidepressive Agents
- Biomarkers
- Embarc
- Sertraline
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Topics |
- Adult
- Female
- Humans
- Infant
- Infant, Newborn
- Male
- Aging
- Antidepressive Agents
(therapeutic use)
- Biomarkers
- Brain
(diagnostic imaging)
- Depressive Disorder, Major
(diagnosis)
- Reproducibility of Results
- Sertraline
(therapeutic use)
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