静息状态功能磁共振成像
功能磁共振成像
中心性
认知
功率图分析
功能连接
神经科学
2型糖尿病
图论
2型糖尿病
图形
心理学
认知心理学
医学
计算机科学
糖尿病
数学
内分泌学
组合数学
理论计算机科学
作者
Anson C.M. Chau,Ashleigh E. Smith,Brenton Hordacre,Saravana Kumar,Eva YW Cheung,Henry Ka‐Fung Mak
标识
DOI:10.1016/j.yfrne.2021.100970
摘要
Resting-state functional magnetic resonance imaging (rs-fMRI) has been actively used in the last decade to investigate brain functional connectivity alterations in Type 2 Diabetes Mellitus (T2DM) to understand the neuropathophysiology of T2DM in cognitive degeneration. Given the emergence of new analysis techniques, this scoping review aims to map the rs-fMRI analysis techniques that have been applied in the literature and reports the latest rs-fMRI findings that have not been covered in previous reviews. Graph theory, the contemporary rs-fMRI analysis, has been used to demonstrate altered brain topological organisations in people with T2DM, which included altered degree centrality, functional connectivity strength, the small-world architecture and network-based statistics. These alterations were correlated with T2DM patients' cognitive performances. Graph theory also contributes to identify unbiased seeds for seed-based analysis. The expanding rs-fMRI analytical approaches continue to provide new evidence that helps to understand the mechanisms of T2DM-related cognitive degeneration.
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