Objective: This study aims to investigate the bidirectional relationship and cascading effects of socioeconomic status (SES) and depression symptoms in middle-aged and older adults, with physical activity acting as a mediator.
Methods: A total of 23,747 adults (age ≥ 45 years) from the Health and Retirement Study (HRS), the English Longitudinal Study of Ageing (ELSA), the Mexican Health and Ageing Study (MHAS), and the Survey of Health, Ageing and Retirement in Europe (SHARE) participated in this six-year longitudinal study. Socioeconomic status was categorized using latent class analysis. Physical activity depends on participants' frequency over the past two years. The Center for Epidemiologic Studies Depression (CESD) Scale and the European Depression (EURO-D) Scale was used to assess depressive symptoms. Cross-lagged models examined bidirectional associations.
Results: After adjusting for potential covariates, there was strong continuity across the three time points for socioeconomic status, physical activity, and depressive symptoms. Socioeconomic status and physical activity positively predicted each other, while depressive symptoms were associated with lower levels of physical activity.
Limitations: The limitations of this study include the exclusion of the indirect selection hypothesis and the reliance on self-reported depressive symptoms.
Conclusion: Physical activity mediates the relationship between depressive symptoms and subsequent socioeconomic status, with depression-related risks potentially having a greater impact on the socioeconomic status of middle-aged and older single women in developed countries, highlighting the need to consider additional factors in reducing depression risk among older adults.
Objective: While repetitive transcranial magnetic stimulation (rTMS) combined with group therapy has demonstrated efficacy for adolescent depression, clinical responses vary; this study aimed to identify baseline family environment and cognitive function predictors of symptomatic improvement to support personalized treatment strategies.
Methods: A prospective cohort (August 2023-July 2024) enrolled 163 adolescents with major depressive disorder receiving a 4-week program of high-frequency rTMS (20 sessions) and group cognitive behavioral therapy (8 sessions). All participants were on stable antidepressants. Predictors included Family Environment Scale (cohesion, conflict) and neuropsychological tests (Stroop, Wisconsin Card Sorting Test [WCST]). The primary outcome was HAMD-24 reduction at week 4.
Results: Of the 163 enrolled patients, 148 (90.8%) completed the study and were included in the final analysis. The mean HAMD-24 reduction was 48.6% ± 14.2%. Multivariate regression analysis, validated by bootstrapping, indicated that greater baseline family cohesion (β = 0.29, p = 0.002), lower family conflict (β = -0.25, p = 0.004), and better executive function indexed by fewer WCST perseverative errors (β = -0.24, p = 0.003) were independently associated with larger symptom reductions. The model explained 32.5% of outcome variance (adjusted R2 = 0.325). Medication dose was not a significant predictor.
Conclusion: Higher family cohesion, lower conflict, and intact executive function predict favorable response to combined rTMS and group therapy in adolescent MDD. Baseline screening for these factors may inform adjunctive approaches such as family therapy or cognitive remediation to optimize outcomes. These findings represent prognostic associations requiring further interventional validation.

