Aberrant functional connectivity of executive control network and frontoparietal network in type 2 diabetes patients
YU Miao1, QI Na2, CUI Ying3, LIU Jia-cheng3, TENG Gao-jun3
1. Department of Radiology, Affiliated Hospital of Xuzhou Medical University, Xuzhou Jiangsu 221000, China; 2. Department of Radiology, Shanghai East Hospital, Shanghai 200120, China; 3. Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Southeast University, Nanjing 210009, China
Abstract:Objective: To investigate the integrity of executive control network(ECN), frontoparietal network(FPN) in type 2 diabetic patients by using independent component analysis(ICA), and to explore the relationship between network abnormalities, neurocognitive performance and glycaemic indices. Methods: Multidimensional cognitive function tests and rs-fMRI scans were performed in 23 T2DM patients and 25 healthy controls. Statistical analysis was conducted using REST-statistical analysis and the SPSS software. Results: Patients performed significantly worse on the MoCA, TMT-B, CFT, CFT-delayed recall and DST tests, which mainly involved cognitive domains of executive function, processing speed and spatial episodic memory. Compared with the healthy controls, patients showed decreased FC in the left parietal lobe, cingulate gyrus, right frontal lobe of ECN; increased FC in the right inferior frontal gyrus and middle frontal gyrus, decreased FC in the right postcentral gyrus of r-FPN; decreased FC in the left parietal lobe of l-FPN. Correlation analysis showed decreased connectivity in the right frontal lobe was significantly correlated with the insulin resistance level(P=0.046, r=-0.420). FC strength in the ECN and FPN was negative correlated with the neurocognitive performance. Conclusion: T2DM group manifests cognitive impairments of executive function, processing speed and spatial episodic memory and have a slective defects of ECN, FPN on right and FPN on left. The disrupted pattern of resting-state ECN was associated with IR in T2DM patients.
余 苗1,祁 纳2,崔 莹3,刘加成3,滕皋军3. 2型糖尿病患者执行控制网络及额顶网络的功能磁共振研究[J]. 中国临床医学影像杂志, 2018, 29(8): 560-563.
YU Miao1, QI Na2, CUI Ying3, LIU Jia-cheng3, TENG Gao-jun3. Aberrant functional connectivity of executive control network and frontoparietal network in type 2 diabetes patients. JOURNAL OF CHINA MEDICAL IMAGING, 2018, 29(8): 560-563.
[1]Cukierman-Yaffe T, Gerstein HC, Williamson JD, et al. Relationship between baseline glycemic control and cognitive function in individuals with type 2 diabetes and other cardiovascular risk factors: the action to control cardiovascular risk in diabetes-memory in diabetes(ACCORD-MIND) trial[J]. Diabetes Care, 2009, 32(2): 221-226.
[2]Mccrimmon RJ, Ryan CM, Frier BM. Diabetes and cognitive dysfunction[J]. Lancet, 2012, 379(9833): 2291-2299.
[3]van den Berg E, Reijmer YD, de Bresser J, et al. A 4 year follow-up study of cognitive functioning in patients with type 2 diabetes mellitus[J]. Diabetologia, 2010, 53(1): 58-65.
[4]Bowie CR, Harvey PD. Administration and interpretation of the Trail Making Test[J]. Nat Protoc, 2006, 1(5): 2277-2281.
[5]Shin MS, Park SY, Park SR, et al. Clinical and empirical applications of the Rey-Osterrieth Complex Figure Test[J]. Nat Protoc, 2006, 1(2): 892-899.
[6]Manschot SM, Brands AM, van der Grond J, et al. Brain magnetic resonance imaging correlates of impaired cognition in patients with type 2 diabetes[J]. Diabetes, 2006, 55(4): 1106-1113.
[7]Cui Y, Jiao Y, Chen YC, et al. Altered spontaneous brain activity in type 2 diabetes: a resting-state functional MRI study[J]. Diabetes, 2014, 63(2): 749-760.
[8]Chen YC, Xia W, Qian C, et al. Thalamic resting-state functional connectivity: disruption in patients with type 2 diabetes[J]. Metab Brain Dis, 2015, 30(5): 1227-1236.
[9]Bruehl H, Wolf OT, Sweat V, et al. Modifiers of cognitive function and brain structure in middle-aged and elderly individuals with type 2 diabetes mellitus[J]. Brain Res, 2009, 1280: 186-194.
[10]Yau PL, Javier D, Tsui W, et al. Emotional and neutral declarative memory impairments and associated white matter microstructural abnormalities in adults with type 2 diabetes[J]. Psychiatry Res, 2009, 174(3): 223-230.
[11]Koechlin E, Summerfield C. An information theoretical approach to prefrontal executive function[J]. Trends Cogn Sci, 2007, 11(6): 229-235.
[12]Seeley WW, Menon V, Schatzberg AF, et al. Dissociable intrinsic connectivity networks for salience processing and executive control[J]. J Neurosci, 2007, 27(9): 2349-2356.
[13]Vincent JL, Kahn I, Snyder AZ, et al. Evidence for a frontoparietal control system revealed by intrinsic functional connectivity[J]. J Neurophysiol, 2008, 100(6): 3328-3342.
[14]Gispen WH, Biessels GJ. Cognition and synaptic plasticity in diabetes mellitus[J]. Trends Neurosci, 2000, 23(11): 542-549.