Altered functional connectivity strength of primary visual cortex in subjects with thyroid-associated ophthalmopathy

被引:2
|
作者
Qi, Chen-Xing [1 ,2 ]
Wen, Zhi [3 ]
Huang, Xin [4 ]
机构
[1] Wenzhou Med Univ, Sch Optometry & Ophthalmol, Wenzhou, Peoples R China
[2] Wenzhou Med Univ, Eye Hosp, Wenzhou, Peoples R China
[3] Wuhan Univ, Dept Radiol, Renmin Hosp, Wuhan, Peoples R China
[4] Nanchang Med Coll, Jiangxi Prov Peoples Hosp, Affiliated Hosp 1, Dept Ophthalmol, Nanchang, Peoples R China
关键词
functional connectivity; functional MRI; primary visual area; support vector machine; thyroid-associated ophthalmopathy; STREAM DEVELOPMENT; OPTIC NEUROPATHY; DISEASE; AMPLITUDE; DORSAL; MOTION;
D O I
10.1097/WNR.0000000000002039
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Our objective was to explore the disparities in the intrinsic functional connectivity (FC) patterns of primary visual cortex (V1) between patients with thyroid-associated ophthalmopathy (TAO) and healthy controls (HCs) utilizing resting-state functional MRI. Twenty-one patients with TAO (14 males and 7 females; mean age: 54.17 +/- 4.83 years) and 21 well-matched HCs (14 males and 7 females; mean age: 55.17 +/- 5.37 years) underwent functional MRI scans in the resting-state. We assessed modifications in the intrinsic FC patterns of the V1 in TAO patients using the FC method. Subsequently, the identified alterations in FC regions in the analysis were selected as classification features to distinguish TAO patients from HCs through the support vector machine (SVM) method. The results indicated that, in comparison to HCs, patients with TAO exhibited notably reduced FC values between the left V1 and the bilateral calcarine (CAL), lingual gyrus (LING) and superior occipital gyrus, as well as between the right V1 and the bilateral CAL/LING and the right cerebellum. Furthermore, the SVM classification model based on FC maps demonstrated effective performance in distinguishing TAO patients from HCs, achieving an accuracy of 61.9% using the FC of the left V1 and 64.29% using the FC of the right V1. Our study revealed that patients with TAO manifested disruptions in FC between the V1 and higher visual regions during rest. This might indicate that TAO patients could present with impaired top-down modulations, visual imagery and vision-motor function. These insights could be valuable in understanding the underlying neurobiological mechanisms of vision impairment in individuals with TAO.
引用
收藏
页码:568 / 576
页数:9
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