Department of Radiology, the Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, China.
Medical Imaging Center, the Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China.
J Cereb Blood Flow Metab. 2024 Mar;44(3):384-396. doi: 10.1177/0271678X231204426. Epub 2023 Oct 5.
Type 2 diabetes (T2D) is associated with dyslipidemia and mild cognitive impairment. This study investigated the relationships between serum lipids metabolism, cognition, and functional connectivity (FC) within and between brain networks in T2D patients. The study included 102 T2D patients and 45 healthy controls who underwent functional magnetic resonance imaging, lipid profile tests, and cognitive assessments. Thirteen functional networks were identified using independent component analysis. The statistical analyses included multivariate analysis of covariance, partial correlation, canonical correlation, and mediation analyses. We found widely reduced between-network FCs in T2D, especially between the ventral sensorimotor network (SMN) and dorsal attention network (DAN) (p = 0.001) and between the ventral SMN and lateral visual network (VN) (p < 0.001). Moreover, lower between-network FCs were correlated with worse serum lipids metabolism and poorer cognitive performance (all p < 0.05). Importantly, between-network FCs mediated the relationship between lipid metabolism and cognition (β = -0.3136, 95% CI: -0.7660, -0.0186). Within-network analyses revealed altered FCs within the anterior default mode network, DAN, and lateral VN, each positively correlated with global cognition (all p < 0.01). Our results suggest the potential of improving cognitive function by regulating serum lipids in individuals with T2D.
2 型糖尿病(T2D)与血脂异常和轻度认知障碍有关。本研究旨在探讨 T2D 患者血清脂质代谢、认知功能与脑网络内及网络间功能连接(FC)之间的关系。该研究纳入了 102 名 T2D 患者和 45 名健康对照者,他们接受了功能磁共振成像、血脂谱检测和认知评估。采用独立成分分析(ICA)确定了 13 个功能网络。统计分析包括多元协方差分析、偏相关分析、典型相关分析和中介分析。结果发现,T2D 患者网络间 FC 普遍降低,特别是腹侧感觉运动网络(SMN)与背侧注意网络(DAN)之间(p = 0.001)和腹侧 SMN 与外侧视觉网络(VN)之间(p < 0.001)。此外,较低的网络间 FC 与较差的血清脂质代谢和认知表现相关(均 p < 0.05)。重要的是,网络间 FC 介导了血脂代谢与认知之间的关系(β = -0.3136,95%CI:-0.7660,-0.0186)。在网络内分析中,发现默认模式网络、DAN 和外侧 VN 内的 FC 发生改变,每个网络的 FC 均与整体认知呈正相关(均 p < 0.01)。我们的研究结果表明,通过调节 T2D 患者的血清脂质,可能改善认知功能。