Depression mediated the relationships between precentral-subcortical causal links and motor recovery in spinal cord injury patients.
Yan LiYang ZhangWeiqi ZhouRong LiJiali YuLisha GongJinsong LengFengmei LuJingming HouYun-Shuang FanQing GaoPublished in: Cerebral cortex (New York, N.Y. : 1991) (2023)
Depression after brain damage may impede the motivation and consequently influence the motor recovery after spinal cord injury (SCI); however, the neural mechanism underlying the psychological effects remains unclear. This study aimed to examine the casual connectivity changes of the emotion-motivation-motor circuit and the potential mediating effects of depression on motor recovery after SCI. Using the resting-state functional magnetic resonance imaging data of 35 SCI patients (24 good recoverers, GR and 11 poor recoverers, PR) and 32 healthy controls (HC), the results from the conditional Granger causality (GC) analysis demonstrated that the GR group exhibited sparser emotion-motivation-motor GC network compared with the HC and PR groups, though the in-/out-degrees of the emotion subnetwork and the motor subnetwork were relatively balanced in the HC and GR group. The PR group showed significantly inhibitory causal links from amygdala to supplementary motor area and from precentral gyrus to nucleus accumbens compared with GR group. Further mediation analysis revealed the indirect effect of the 2 causal connections on motor function recovery via depression severity. Our findings provide further evidence of abnormal causal connectivity in emotion-motivation-motor circuit in SCI patients and highlight the importance of emotion intervention for motor function recovery after SCI.
Keyphrases
- spinal cord injury
- resting state
- depressive symptoms
- end stage renal disease
- functional connectivity
- magnetic resonance imaging
- autism spectrum disorder
- chronic kidney disease
- newly diagnosed
- ejection fraction
- peritoneal dialysis
- white matter
- sleep quality
- prognostic factors
- emergency department
- randomized controlled trial
- computed tomography
- spinal cord
- multiple sclerosis
- deep learning
- magnetic resonance
- electronic health record
- social support
- single cell
- machine learning
- patient reported outcomes
- borderline personality disorder
- contrast enhanced