Understanding structural-functional connectivity coupling in patients with major depressive disorder: A white matter
Tongpeng Chu1, Xiaopeng Si2, Xicheng Song3
1Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin 300072, PR China; Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou 510631, PR China; Department of Radiology, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong 264000, PR China; State Key Laboratory of Advanced Medical Materials and Devices, Tianjin 300072, PR China; Haihe Laboratory of Brain-computer Interaction and Human-machine Integration, Tianjin 300392, PR China; Tianjin Key Laboratory of Brain Science and Neural Engineering, Tianjin University, Tianjin 300072, PR China; Shandong Provincial Key Medical and Health Laboratory of Intelligent Diagnosis and Treatment for Women's Diseases (Yantai Yuhuangding Hospital), Yantai, Shandong 264000, PR China; Big Data and Artificial Intelligence Laboratory, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong 264000, PR China.
Structural-functional connectivity (SC-FC) coupling in white matter (WM) tracts differs in major depressive disorder (MDD). These WM network variations are crucial in MDD pathophysiology, impacting clinical symptoms and subgroups.
Area of Science:
- Neuroscience
- Neuroimaging
- Psychiatry
Background:
- Major Depressive Disorder (MDD) is a complex mental health condition with significant impact on individuals and healthcare systems.
- Understanding the underlying neural mechanisms of MDD is crucial for developing effective treatments.
- White Matter (WM) tracts, essential for brain communication, are increasingly implicated in psychiatric disorders.
Purpose of the Study:
- To investigate the relationship between structural connectivity (SC) and functional connectivity (FC) coupling in WM tracts of individuals with MDD.
- To identify specific WM tracts exhibiting altered SC-FC coupling in MDD patients compared to healthy controls.
- To explore the association between SC-FC coupling alterations and clinical symptoms, including suicidal ideation and attempts.
Main Methods:
- Recruited 178 MDD patients and 173 healthy controls (HCs).
- Assessed SC-FC coupling using Euclidean distance in various WM tracts.
- Conducted primary analyses on MDD vs. HCs, and secondary analyses on MDD subgroups (suicidal ideation, attempts, non-suicidal).
Main Results:
- MDD patients showed increased SC-FC coupling in the middle cerebellar peduncle and bilateral corticospinal tract compared to HCs.
- Positive correlation found between right cerebral peduncle coupling and anxiety scores; negative correlation between right cingulum (hippocampus) coupling and suicide risk scores.
- Specific alterations observed in MDD subgroups: increased coupling in left anterior limb of internal capsule and left corticospinal tract in those with suicidal ideation; decreased coupling in right posterior limb of internal capsule in those with a history of suicidal attempts.
Conclusions:
- Significant variations in SC-FC coupling within WM tracts characterize MDD and its distinct subgroups.
- These findings underscore the critical role of WM network integrity in the pathophysiology of major depressive disorder.
- SC-FC coupling alterations may serve as potential biomarkers for MDD and its clinical manifestations.
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