Altered Topological Properties of Grey Matter Structural Covariance Networks in Complete Thoracic Spinal Cord Injury Patients: A Graph Theoretical Network Analysis.
Wen-Li WangYu-Lin LiJianguang XuXu-Yun HuaJia-Jia WuFei-Fei YangNan YangXia HeLi-Juan AoJian-Guang XuPublished in: Neural plasticity (2021)
SCI patients would experience depressive and/or anxious feelings at the early stage. Their GMV reduction mainly involved psychology-cognition related rather than sensorimotor brain regions. The efficiency of regional information transmission in psychology-cognition regions increased. Greater GMV reduction in psychology region was related with more severe depressive feelings. Therefore, early neuropsychological intervention is suggested to prevent psychological and cognitive dysfunction as well as irreversible brain structure damage.
Keyphrases
- spinal cord injury
- early stage
- white matter
- ejection fraction
- end stage renal disease
- newly diagnosed
- network analysis
- randomized controlled trial
- spinal cord
- resting state
- bipolar disorder
- healthcare
- squamous cell carcinoma
- machine learning
- multiple sclerosis
- radiation therapy
- lymph node
- functional connectivity
- physical activity
- neuropathic pain
- patient reported outcomes
- early onset
- drug induced
- sentinel lymph node
- convolutional neural network
- neural network