Correlation between retinal structure and brain multimodal magnetic resonance imaging in patients with Alzheimer's disease

被引:3
|
作者
Hao, Xiaoli [1 ]
Zhang, Weiwei [2 ]
Jiao, Bin [1 ,3 ,4 ,5 ,6 ]
Yang, Qijie [1 ]
Zhang, Xinyue [1 ]
Chen, Ruiting [2 ]
Wang, Xin [1 ]
Xiao, Xuewen [1 ]
Zhu, Yuan [1 ]
Liao, Weihua [2 ]
Wang, Dongcui [2 ]
Shen, Lu [1 ,3 ,4 ,5 ,6 ,7 ]
机构
[1] Cent South Univ, Xiangya Hosp, Dept Neurol, Changsha, Peoples R China
[2] Cent South Univ, Xiangya Hosp, Dept Radiol, Changsha, Peoples R China
[3] Cent South Univ, Natl Clin Res Ctr Geriatr Disorders, Changsha, Peoples R China
[4] Cent South Univ, Engn Res Ctr Hunan Prov Cognit Impairment Disorder, Changsha, Peoples R China
[5] Hunan Int Sci & Technol Cooperat Base Neurodegener, Changsha, Peoples R China
[6] Cent South Univ, Key Lab Hunan Prov Neurodegenerat Disorders, Changsha, Peoples R China
[7] Aging & Regenerat Med Hunan Prov, Key Lab Organ Injury, Changsha, Peoples R China
来源
FRONTIERS IN AGING NEUROSCIENCE | 2023年 / 15卷
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Alzheimer's disease; retina; visual pathway; multimodal magnetic resonance imaging; biomarker; OPTICAL COHERENCE TOMOGRAPHY; DEGENERATION; PATHOLOGY; DEMENTIA; MRI; DIAGNOSIS; AMPLITUDE; DAMAGE; VIVO;
D O I
10.3389/fnagi.2023.1088829
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
BackgroundThe retina imaging and brain magnetic resonance imaging (MRI) can both reflect early changes in Alzheimer's disease (AD) and may serve as potential biomarker for early diagnosis, but their correlation and the internal mechanism of retinal structural changes remain unclear. This study aimed to explore the possible correlation between retinal structure and visual pathway, brain structure, intrinsic activity changes in AD patients, as well as to build a classification model to identify AD patients. MethodsIn the study, 49 AD patients and 48 healthy controls (HCs) were enrolled. Retinal images were obtained by optical coherence tomography (OCT). Multimodal MRI sequences of all subjects were collected. Spearman correlation analysis and multiple linear regression models were used to assess the correlation between OCT parameters and multimodal MRI findings. The diagnostic value of combination of retinal imaging and brain multimodal MRI was assessed by performing a receiver operating characteristic (ROC) curve. ResultsCompared with HCs, retinal thickness and multimodal MRI findings of AD patients were significantly altered (p < 0.05). Significant correlations were presented between the fractional anisotropy (FA) value of optic tract and mean retinal thickness, macular volume, macular ganglion cell layer (GCL) thickness, inner plexiform layer (IPL) thickness in AD patients (p < 0.01). The fractional amplitude of low frequency fluctuations (fALFF) value of primary visual cortex (V1) was correlated with temporal quadrant peripapillary retinal nerve fiber layer (pRNFL) thickness (p < 0.05). The model combining thickness of GCL and temporal quadrant pRNFL, volume of hippocampus and lateral geniculate nucleus, and age showed the best performance to identify AD patients [area under the curve (AUC) = 0.936, sensitivity = 89.1%, specificity = 87.0%]. ConclusionOur study demonstrated that retinal structure change was related to the loss of integrity of white matter fiber tracts in the visual pathway and the decreased LGN volume and functional metabolism of V1 in AD patients. Trans-synaptic axonal retrograde lesions may be the underlying mechanism. Combining retinal imaging and multimodal MRI may provide new insight into the mechanism of retinal structural changes in AD and may serve as new target for early auxiliary diagnosis of AD.
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页数:14
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