TY - JOUR
T1 - Accelerated Brain Aging in Adults With Major Depressive Disorder Predicts Poorer Outcome With Sertraline
T2 - Findings From the EMBARC Study
AU - Jha, Manish K
AU - Chin Fatt, Cherise
AU - Minhajuddin, Abu
AU - Mayes, Taryn
AU - Trivedi, Madhukar H
N1 - Funding Information:
The EMBARC study (NCT01407094) was supported by the National Institute of Mental Health of the National Institutes of Health (NIH) (Award Nos. U01MH092221 [to MHT] and U01MH092250 [to P.J. McGrath, R.V. Parsey, M.M. Weissman]), and in part by the Hersh Foundation.
Publisher Copyright:
© 2022 Society of Biological Psychiatry
PY - 2023
Y1 - 2023
N2 - 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.
AB - 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.
KW - Accelerated brain aging
KW - Antidepressant
KW - Brain age
KW - EMBARC
KW - Major depressive disorder
KW - Placebo
KW - Sertraline
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U2 - 10.1016/j.bpsc.2022.09.006
DO - 10.1016/j.bpsc.2022.09.006
M3 - Article
C2 - 36179972
AN - SCOPUS:85147596552
SN - 2451-9022
JO - Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
JF - Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
ER -