ArticleTranslational psychiatry2024
Individualized identification value of stress-related network structural-functional properties and HPA axis reactivity for subthreshold depression.
Article in Translational psychiatry, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- The sixth sense of the brain: interoception in organoid study.Bone research · 2026Review
- Shared white matter connectome-based correlates of self-reproach, response failure, spatial planning, and resilience in patients with subthreshold depression: a graph theory approach.Scientific reports · 2026Article
- Heart-Brain Axis Dysregulation in Depression: Mechanisms and Implications for Neuromodulation.Neuropsychiatric disease and treatment · 2026Review
- Association between weekend catch-up sleep and specific depressive symptoms: a real world research.Frontiers in psychiatry · 2025Article
- Chronic Psychological Stress in Oncogenesis: Multisystem Crosstalk and Multimodal Interventions.Research (Washington, D.C.) · 2025Review
- Decoding serotonin: the molecular symphony behind depression.Frontiers in cellular neuroscience · 2025Review
- Association Between Subclinical Depression and the Severity of Lower Urinary Tract Symptoms/Benign Prostatic Hyperplasia and the Mediating Effect of Sleep Quality in Elderly Chinese Men.Neuropsychiatric disease and treatment · 2025Article
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6 authors.
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Abstract
Accumulating studies have highlighted the links between stress-related networks and the HPA axis for emotion regulation and proved the mapping associations between altered structural and functional networks (called SC-FC coupling) in depression. However, the signatures of SC-FC coupling in subthreshold depression (StD) individuals and their relationships with HPA axis reactivity, as well as the predictive power of these combinations for discriminating StD, remain unclear. This cross-sectional study enrolled 160 adults, including 117 StD and 43 healthy controls (HC). The propensity score matching method was applied for match-pair analysis between StD and HC. Herein, we measured depression level, cortisol level, and brain imaging outcomes. The functional MRI and diffusion tensor imaging methods were employed to acquire the network SC-FC couplings and topological attributes. Support vector machine models were employed to discriminate StD from HC. Herein, 43 pairs were matched, but four participants were excluded due to over-threshold head motion, leaving 41 participants in each group. General linear model results revealed a significant SC-FC coupling increase in the default mode network (DMN) and decrements of global efficiency in DMN and frontoparietal control network (P < 0.05), while the cortisol secretion significantly increased (P < 0.001) in StD individuals. Partial correlation analysis revealed positive associations between DMN coupling and cortisol values (r = 0.298, P = 0.033), and their combination provided greater power for discriminating StD than another single model, with the classification accuracy and AUC value up to 85.71% and 0.894, respectively. In summary, this study clarified the relationship between stress-related network SC-FC coupling and cortisol secretion in influencing depressive symptoms, whose combination would contribute to discriminating subthreshold depressive states in the future.
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