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Updated: Oct 15, 2025

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Published on: August 2, 2021
Accelerated brain aging in major depressive disorder and antidepressant treatment response: A CAN-BIND report
Pedro L Ballester1, Jee Su Suh1, Nikita Nogovitsyn2
1Neuroscience Graduate Program, McMaster University, Hamilton, ON, Canada.
Objectives:
Previous studies suggest that major depressive disorder (MDD) may be associated with volumetric indications of accelerated brain aging. This study investigated neuroanatomical signs of accelerated aging in MDD and evaluated whether a brain age gap is associated with antidepressant response.
Methods:
Individuals in a major depressive episode received escitalopram treatment (10-20 mg/d) for 8 weeks. Depression severity was assessed at baseline and at weeks 8 and 16 using the Montgomery-Asberg Depression Rating Scale (MADRS). Response to treatment was characterized by a significant reduction in the MADRS (≥50%). Nonresponders received adjunctive aripiprazole treatment (2-10 mg/d) for a further 8 weeks. The brain-predicted age difference (brain-PAD) at baseline was determined using machine learning methods trained on 3377 healthy individuals from seven publicly available datasets. The model used features from all brain regions extracted from structural magnetic resonance imaging data.
Results:
Brain-PAD was significantly higher in older MDD participants compared to younger MDD participants [t(147.35) = -2.35, p < 0.03]. BMI was significantly associated with brain-PAD in the MDD group [r(155) = 0.19, p < 0.03]. Response to treatment was not significantly associated with brain-PAD.
Conclusion:
We found an elevated brain age gap in older individuals with MDD. Brain-PAD was not associated with overall treatment response to escitalopram monotherapy or escitalopram plus adjunctive aripiprazole.
Insights
Major depressive disorder (MDD) may accelerate brain aging, with older individuals showing a larger brain age gap. This brain age gap was not linked to antidepressant treatment response in the study.
Area of Science:
- Neuroscience
- Psychiatry
- Radiology
Background:
- Major depressive disorder (MDD) is potentially linked to accelerated brain aging.
- Neuroimaging studies suggest volumetric changes indicative of advanced brain aging in MDD patients.
Purpose of the Study:
- To investigate neuroanatomical markers of accelerated aging in MDD.
- To determine if a brain age gap correlates with antidepressant treatment outcomes.
Main Methods:
- Structural MRI data from MDD patients were analyzed using machine learning to calculate brain-predicted age difference (brain-PAD).
- Brain-PAD was compared between younger and older MDD participants.
- Association between baseline brain-PAD and treatment response to escitalopram (with or without aripiprazole) was evaluated.
Main Results:
- Older MDD participants exhibited a significantly higher brain-PAD compared to younger participants.
- Body Mass Index (BMI) showed a significant association with brain-PAD in the MDD cohort.
- No significant association was found between baseline brain-PAD and treatment response.
Conclusions:
- An elevated brain age gap is observed in older individuals with MDD.
- Brain-PAD did not predict treatment response to escitalopram monotherapy or combination therapy.
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