Altered Whole-Brain Functional Topological Organization and Cognitive Function in Type 2 Diabetes Mellitus Patients

被引:24
|
作者
Qin, Chunhong [1 ]
Liang, Yi [1 ]
Tan, Xin [1 ]
Leng, Xi [1 ]
Lin, Huan [2 ]
Zeng, Hui [3 ]
Zhang, Chi [1 ]
Yang, Jinquan [3 ]
Li, Yifan [3 ]
Zheng, Yanting [3 ]
Qiu, Shijun [1 ,3 ]
机构
[1] Guangzhou Univ Chinese Med, Dept Radiol, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China
[2] Southern Med Univ, Dept Radiol, Zhujiang Hosp, Guangzhou, Guangdong, Peoples R China
[3] Guangzhou Univ Chinese Med, Guangzhou, Guangdong, Peoples R China
来源
FRONTIERS IN NEUROLOGY | 2019年 / 10卷
基金
中国国家自然科学基金;
关键词
type 2 diabetes mellitus; cognitive function; resting-state functional magnetic resonance imaging; topological organization; graph theoretical analysis; NETWORK TOPOLOGY; CONNECTIVITY; EFFICIENCY; PATTERNS; SCALE; MRI;
D O I
10.3389/fneur.2019.00599
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Type 2 diabetes mellitus (T2DM) is associated with cognitive dysfunction and may even progress to dementia. However, the underlying mechanism of altered functional topological organization and cognitive impairments remains unclear. This study explored the topological properties of functional whole brain networks in T2DM patients with graph theoretical analysis using a resting-state functional magnetic resonance imaging (rs-fMRI) technique. Thirty T2DM patients (aged 51.77 +/- 1.42 years) and 30 sex-, age-, and education-matched healthy controls (HCs) (aged 48.87 +/- 0.98 years) underwent resting-state functional imaging in a 3.0 T MR scanner in addition to detailed neuropsychological and laboratory tests. Then, graph theoretical network analysis was performed to explore the global and nodal topological alterations in the functional whole brain networks of the T2DM patients. Finally, correlation analyses were performed to investigate the relationship between the altered topological parameters, cognitive performances and clinical variables. Compared to HCs, we found that T2DM patients displayed worse performances in general cognitive function and several cognitive domains, including episodic memory, attention and executive function. In addition, T2DM patients showed a higher small-worldness (alpha), a higher normalized clustering coefficient (gamma) and a higher local efficiency (E-loc). Moreover, decreased nodal topological properties were mainly distributed in the occipital lobes, frontal lobes, left median cingulate and paracingulate gyri, and left amygdala, while increased nodal topological properties were mainly distributed in the right gyrus rectus, right anterior cingulate and paracingulate gyri, right posterior cingulate gyrus, bilateral caudate nucleus, bilateral cerebellum 3, bilateral cerebellum crus 1, vermis (1, 2) and vermis 3. Some disrupted nodal topological properties were correlated with cognitive performance and HbA1c levels in T2DM patients. This study shows altered functional topological organization in T2DM patients, mainly suggesting a compensation mechanism of the functional whole brain network in the relatively early stage to counteract cognitive impairments.
引用
收藏
页数:10
相关论文
共 50 条
  • [41] Altered individual-based morphological brain network in type 2 diabetes mellitus
    Wang, Yan
    Ge, Limin
    Sun, Zhizhong
    Cao, Zidong
    Qiu, Shijun
    BRAIN RESEARCH BULLETIN, 2025, 222
  • [42] Identifying the Alteration Patterns of Brain Functional Connectivity in Progressive Mild Cognitive Impairment Patients: A Longitudinal Whole-Brain Voxel-Wise Degree Analysis
    Deng, Yanjia
    Liu, Kai
    Shi, Lin
    Lei, Yi
    Liang, Peipeng
    Li, Kuncheng
    Chu, Winnie C. W.
    Wang, Defeng
    FRONTIERS IN AGING NEUROSCIENCE, 2016, 8
  • [43] Cortical Gyrification and Cognitive Decline in the Human Brain With Type 2 Diabetes Mellitus
    Lu, Weiye
    Chen, Yuna
    Cao, Zidong
    Sun, Zhizhong
    Qiu, Wenbin
    Ge, Limin
    Tan, Xin
    Liang, Yi
    Qiu, Shijun
    BRAIN AND BEHAVIOR, 2025, 15 (01):
  • [44] Altered Topological Properties of Static/Dynamic Functional Networks and Cognitive Function After Radiotherapy for Nasopharyngeal Carcinoma Using Resting-State fMRI
    Leng, Xi
    Qin, Chunhong
    Lin, Huan
    Li, Mingrui
    Zhao, Kui
    Wang, Hongzhuo
    Duan, Fuhong
    An, Jie
    Wu, Donglin
    Liu, Qihui
    Qiu, Shijun
    FRONTIERS IN NEUROSCIENCE, 2021, 15
  • [45] Structured treatment and teaching of patients with Type 2 diabetes mellitus and impaired cognitive function - the DICOF trial
    Braun, A
    Muller, UA
    Muller, R
    Leppert, K
    Schiel, R
    DIABETIC MEDICINE, 2004, 21 (09) : 999 - 1006
  • [46] Altered resting-state whole-brain functional networks of neonates with intrauterine growth restriction
    Batalle, Dafnis
    Munoz-Moreno, Emma
    Tornador, Cristian
    Bargallo, Nuria
    Deco, Gustavo
    Eixarch, Elisenda
    Gratacos, Eduard
    CORTEX, 2016, 77 : 119 - 131
  • [47] Altered cortical thickness-based structural covariance networks in type 2 diabetes mellitus
    Huang, Yang
    Zhang, Xin
    Cheng, Miao
    Yang, Zhen
    Liu, Wanting
    Ai, Kai
    Tang, Min
    Zhang, Xiaoling
    Lei, Xiaoyan
    Zhang, Dongsheng
    FRONTIERS IN NEUROSCIENCE, 2024, 18
  • [48] Disrupted topological organization of functional brain networks is associated with cognitive impairment in hypertension patients: a resting-state fMRI study
    Liao, Dan
    Zhang, Zhu-Qing
    Guo, Zhi-Peng
    Tang, Li-Rong
    Yang, Ming-Hao
    Wang, Rong-Ping
    Liu, Xin-Feng
    Liu, Chun-Hong
    NEURORADIOLOGY, 2023, 65 (02) : 323 - 336
  • [49] Altered functional connectivity of the posterior cingulate cortex in type 2 diabetes with cognitive impairment
    Tan, Xin
    Liang, Yi
    Zeng, Hui
    Qin, Chunhong
    Li, Yifan
    Yang, Jinquan
    Qiu, Shijun
    BRAIN IMAGING AND BEHAVIOR, 2019, 13 (06) : 1699 - 1707
  • [50] Cognitive function in Indonesian children with type 1 diabetes mellitus
    Ulfa, Marselya
    Aditiawati, Aditiwati
    Hasanah, Yulisnawati
    Dhaini, Shafri
    Bakrie, Achirul
    Indra, Raden Muhammad
    PAEDIATRICA INDONESIANA, 2024, 64 (01) : 44 - 50