Altered Interhemispheric Functional Connectivity in Patients With Diabetic Retinopathy: A Resting-State Functional MRI Study.

IF 1 4区 医学 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Weiqi Ji, Yaqi Song, Fei Liu, Yu Lu, Xiaoqiang Fei, Jinhua Chen, Hongxia Zhang, Jianguo Xia, Weizhong Tian
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引用次数: 0

Abstract

Objective: Cognitive impairment is a prevalent complication among patients with diabetes mellitus. It tends to be more prominent in patients with diabetic retinopathy (DR) compared with patients with diabetes without DR (NDR). However, the functional connectivity (FC) between bilateral cerebral hemispheres in both remains poorly understood. This study aimed to investigate altered brain connectivity in patients with DR and NDR.

Subjects and methods: We selected 26 patients with DR, 30 patients with NDR, and 30 healthy controls (HCs) to participate in resting-state functional magnetic resonance imaging (rs-fMRI) and high-resolution T1-weighted structural scans. We employed the DPABI toolbox in MATLAB to preprocess the acquired images and applied voxel-mirrored homotopic connectivity (VMHC) and FC analysis methods to estimate differences among the 3 groups. The patients also underwent neuropsychological assessment scales. We utilized partial correlation analysis to explore the associations between aberrant connections and clinical variables as well as neuropsychological characteristics in patients with DR. Receiver operating characteristic (ROC) analysis was conducted to assess the diagnostic performance of VMHC values in distinct brain regions for differentiating DR patients from NDR patients.

Results: The results showed significantly altered VMHC values across the 3 groups, including bilateral lingual gyrus (LING_B), superior temporal gyrus (STG_B), and postcentral gyrus (PoCG_B). Significant differences in FC values were found across the LING_B, right cuneus (CUN_R), STG_R, PoCG_B, right precentral gyrus (PreCG_R), right precuneus (PCUN_R), and middle temporal gyrus (MTG_L) among the 3 groups. Moreover, a negative correlation was noted between the VMHC values of LING_B and disease duration in patients with DR. Positive correlations were detected between FC values in PoCG_B and fasting blood glucose (FBG) levels. Furthermore, ROC analysis of the VMHC values demonstrated that combining all the differential regions achieved the highest area under the curve of 0.826.

Conclusions: Significant alterations in VMHC and FC may reflect the underlying neuropathology of cognitive dysfunction in DR and NDR. These altered connectivity patterns could serve as neuroimaging biomarkers, offering insights into the early diagnosis and intervention of cognitive impairments in DR patients.

糖尿病视网膜病变患者的半球间功能连通性改变:静息状态功能MRI研究。
目的:认知功能障碍是糖尿病患者常见的并发症。与非糖尿病视网膜病变(NDR)患者相比,糖尿病视网膜病变(DR)患者往往更突出。然而,在两种情况下,双侧大脑半球之间的功能连接(FC)仍然知之甚少。这项研究旨在研究DR和NDR患者大脑连接的改变。研究对象和方法:我们选择了26例DR患者、30例NDR患者和30例健康对照(hc)参加静息状态功能磁共振成像(rs-fMRI)和高分辨率t1加权结构扫描。我们使用MATLAB中的DPABI工具箱对采集的图像进行预处理,并应用体素镜像同伦连通性(VMHC)和FC分析方法估计3组之间的差异。患者还接受了神经心理评估量表。我们利用偏相关分析探讨异常连接与DR患者临床变量及神经心理特征之间的关系。采用受试者工作特征(Receiver operating characteristic, ROC)分析评估不同脑区VMHC值对DR和NDR患者的诊断价值。结果:双侧舌回(LING_B)、颞上回(STG_B)和中央后回(PoCG_B) 3组的VMHC值均有显著变化。3组间LING_B、右侧楔叶(CUN_R)、STG_R、PoCG_B、右侧中央前回(PreCG_R)、右侧楔叶前回(PCUN_R)和颞中回(MTG_L)的FC值存在显著差异。此外,dr患者中LING_B的VMHC值与病程呈负相关,PoCG_B的FC值与空腹血糖(FBG)水平呈正相关。此外,对VMHC值的ROC分析表明,合并所有差异区域的曲线下面积最高,为0.826。结论:VMHC和FC的显著改变可能反映了DR和NDR患者认知功能障碍的潜在神经病理学。这些改变的连接模式可以作为神经成像生物标志物,为DR患者认知障碍的早期诊断和干预提供见解。
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来源期刊
CiteScore
2.50
自引率
0.00%
发文量
230
审稿时长
4-8 weeks
期刊介绍: The mission of Journal of Computer Assisted Tomography is to showcase the latest clinical and research developments in CT, MR, and closely related diagnostic techniques. We encourage submission of both original research and review articles that have immediate or promissory clinical applications. Topics of special interest include: 1) functional MR and CT of the brain and body; 2) advanced/innovative MRI techniques (diffusion, perfusion, rapid scanning); and 3) advanced/innovative CT techniques (perfusion, multi-energy, dose-reduction, and processing).
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