Retinal microvascular density and inner thickness in Alzheimer's disease and mild cognitive impairment.

IF 4.5 2区 医学 Q2 GERIATRICS & GERONTOLOGY Frontiers in Aging Neuroscience Pub Date : 2025-02-28 eCollection Date: 2025-01-01 DOI:10.3389/fnagi.2025.1477008
Yehia Ibrahim, Antonella Macerollo, Rodolfo Sardone, Yaochun Shen, Vito Romano, Yalin Zheng
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Abstract

Background: Alzheimer's disease (AD) is a major healthcare challenge, with existing diagnostics being costly/infeasible. This study explores retinal biomarkers from optical coherence tomography (OCT) and OCT angiography (OCTA) as a cost-effective and non-invasive solution to differentiate AD, mild cognitive impairment (MCI), and healthy controls (HCs).

Methods: Participants from the CALLIOPE Research Program were classified as "Dem" (AD and early AD), "MCI," and "HCs" using neuropsychological tests and clinical diagnosis by a neurologist. OCT/OCTA examinations were conducted using the RTVue XR 100 Avanti SD-OCT system (VISIONIX), with retinal parameters extracted. Statistical analysis included normality and homogeneity of variance (HOV) tests to select ANOVA methods. Post-hoc analyses utilized Mann-Whitney U, Dunnett, or Tukey-HSD tests based on parameters' normality and HOV. Correlations with age were assessed via Pearson or Spearman tests. A generalized linear model (GLM) using Tweedie regression modeled the relationship between OCT/OCTA parameters and MMSE scores, correcting for age. Another ordinal logistic GLM (OL-GLM) modeled OCT/OCTA parameters against classes, adjusting for multiple confounders.

Results: We analyzed 357 participants: 44 Dem, 139 MCI, and 174 HCs. Significant microvascular density (VD) reductions around the fovea were linked with MCI and Dem compared to HCs. Age-related analysis associated thickness parameters with HCs' old age. Our OL-GLM demonstrated significant thickness/volume reductions in Inner_Retina and Full_Retina layers. Foveal avascular zone (FAZ) area and perimeter were initially not correlated with cognitive decline; however, OL-GLM significantly associated FAZ perimeter enlargement with Dem and MCI groups. Significant average and inferior peripapillary RNFL thinning were linked to Dem and MCI groups.

Conclusion: This is the first study to examine VD changes in G grid sections among Dem, MCI, and HCs. We found a significant association between various VD parameters and cognitive decline. Most macular thickness/volume changes did not correlate with cognitive decline initially; however, our OL-GLM succeeded, highlighting the importance of the confounders' corrections. Our analysis excluded individual retinal layer parameters due to limitations; however, the literature suggests their value. Our study confirmed existing biomarkers' efficacy and uncovered novel retinal parameters for cognitive decline, requiring further validation.

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阿尔茨海默病和轻度认知障碍的视网膜微血管密度和内部厚度。
背景:阿尔茨海默病(AD)是一个主要的医疗保健挑战,现有的诊断是昂贵的/不可行的。本研究探讨了光学相干断层扫描(OCT)和OCT血管造影(OCTA)的视网膜生物标志物作为区分AD,轻度认知障碍(MCI)和健康对照(hc)的成本效益和非侵入性解决方案。方法:来自CALLIOPE研究项目的参与者通过神经心理学测试和神经科医生的临床诊断被分类为“Dem”(AD和早期AD)、“MCI”和“hc”。使用RTVue XR 100 Avanti SD-OCT系统(VISIONIX)进行OCT/OCTA检查,并提取视网膜参数。统计分析包括正态性和方差齐性检验(HOV),选择方差分析方法。事后分析采用基于参数正态性和HOV的Mann-Whitney U、Dunnett或Tukey-HSD检验。通过Pearson或Spearman检验评估与年龄的相关性。使用Tweedie回归的广义线性模型(GLM)模拟了OCT/OCTA参数与MMSE评分之间的关系,校正了年龄。另一个有序逻辑GLM (OL-GLM)根据类别对OCT/OCTA参数进行建模,对多个混杂因素进行调整。结果:我们分析了357名参与者:44名Dem, 139名MCI和174名hc。与hcc相比,中央凹周围微血管密度(VD)明显降低与MCI和Dem有关。年龄相关性分析将厚度参数与hcc的年龄联系起来。我们的OL-GLM显示Inner_Retina和Full_Retina层的厚度/体积明显减少。中央凹无血管区(FAZ)面积和周长最初与认知能力下降无关;而OL-GLM与Dem和MCI组FAZ周长扩大有显著相关。显著的平均和下乳头周围RNFL变薄与Dem和MCI组有关。结论:这是第一个研究Dem、MCI和hc之间G网格段VD变化的研究。我们发现各种VD参数与认知能力下降之间存在显著关联。大多数黄斑厚度/体积变化最初与认知能力下降无关;然而,我们的OL-GLM成功了,突出了混杂校正的重要性。由于局限性,我们的分析排除了个别视网膜层参数;然而,文献表明了它们的价值。我们的研究证实了现有生物标志物的有效性,并发现了认知衰退的新视网膜参数,需要进一步验证。
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来源期刊
Frontiers in Aging Neuroscience
Frontiers in Aging Neuroscience GERIATRICS & GERONTOLOGY-NEUROSCIENCES
CiteScore
6.30
自引率
8.30%
发文量
1426
期刊介绍: Frontiers in Aging Neuroscience is a leading journal in its field, publishing rigorously peer-reviewed research that advances our understanding of the mechanisms of Central Nervous System aging and age-related neural diseases. Specialty Chief Editor Thomas Wisniewski at the New York University School of Medicine is supported by an outstanding Editorial Board of international researchers. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide.
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