Major depressive disorder (MDD) has been associated with accelerated structural brain aging, yet whether this reflects a pre-existing neurobiological vulnerability, a dynamic acute state effect, or an accumulating biological residual remains unresolved. Across two longitudinal cohorts (N=3220), including a unique sample of 78 initially healthy individuals who transitioned into their first depressive episode during the study course, we systematically tested all three hypotheses. Patients with diagnosed MDD showed elevated MRI-derived brain age relative to healthy controls (1.4 and 2.5 years across cohorts). For the vulnerability hypothesis, individuals scanned prior to their first episode showed no baseline elevation, despite already demonstrating subclinical elevations in self-reported symptom severity, indicating that advanced brain age does not precede illness onset. For the state hypothesis, we found no acceleration of brain aging following the first depressive episode, and longitudinal brain age trajectories were independent of acute clinical symptom severity. Finally, neither episode duration nor recurrence scaled with brain age. Accelerated brain aging in depression is therefore neither an antecedent vulnerability nor an acute state marker of the first episode, but rather a stable biological feature of a long term illness course.
M. Konowski, A. Kraus, J. Goltermann et al.· medRxiv· 0 citations
This study provides the first data-driven evidence for a potential causal role of gut microbiota in the pathophysiology of depression in humans, and employs state-of-the-art causal inference tools within Judea Pearl's framework.
L. Fehse, A. H. Ribeiro, N. Winter et al.· Gut microbes· 0 citations
It is found that standard benchmarks do not adequately capture the strengths of the dataset, but expert judgment shows that SQPsych makes LLMs significantly better at therapist roleplaying.
Doan Nam Long Vu, Rui Tan, L. Mary Moench et al.· arXiv.org· 5 citations· ⚡2
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