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基于 α-/γ-生育三烯酚和 γ-生育酚的 MRI 及血浆指标对阿尔茨海默病临床诊断的分类和预测。

Classification and prediction of clinical diagnosis of Alzheimer's disease based on MRI and plasma measures of α-/γ-tocotrienols and γ-tocopherol.

机构信息

Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.

出版信息

J Intern Med. 2013 Jun;273(6):602-21. doi: 10.1111/joim.12037. Epub 2013 Feb 28.

Abstract

BACKGROUND

The aim of this study was to evaluate the accuracy of combined structural magnetic resonance imaging (MRI) measures and plasma levels of vitamin E forms, including all eight natural vitamin E congeners (four tocopherols and four tocotrienols) and markers of vitamin E oxidative/nitrosative damage, in differentiating individuals with Alzheimer's disease (AD) and mild cognitive impairment (MCI) from cognitively intact control (CTL) subjects.

METHODS

Overall, 81 patients with AD, 86 with MCI and 86 CTL individuals were enrolled from the longitudinal multicentre AddNeuroMed study. MRI and plasma vitamin E data were acquired at baseline. MRI scans were analysed using Freesurfer, an automated segmentation scheme which generates regional volume and cortical thickness measures. Orthogonal partial least squares to latent structures (OPLS), a multivariate data analysis technique, was used to analyse MRI and vitamin E measures in relation to AD and MCI diagnosis.

RESULTS

The joint evaluation of MRI and plasma vitamin E measures enhanced the accuracy of differentiating individuals with AD and MCI from CTL subjects: 98.2% (sensitivity 98.8%, specificity 97.7%) for AD versus CTL, and 90.7% (sensitivity 91.8%, specificity 89.5%) for MCI versus CTL. This combination of measures also identified 85% of individuals with MCI who converted to clinical AD at follow-up after 1 year.

CONCLUSIONS

Plasma levels of tocopherols and tocotrienols together with automated MRI measures can help to differentiate AD and MCI patients from CTL subjects, and to prospectively predict MCI conversion into AD. Our results suggest the potential role of nutritional biomarkers detected in plasma-tocopherols and tocotrienols-as indirect indicators of AD pathology, and the utility of a multimodality approach.

摘要

背景

本研究旨在评估联合结构磁共振成像(MRI)测量和维生素 E 形式的血浆水平(包括八种天然维生素 E 同系物[四种生育酚和四种生育三烯酚]以及维生素 E 氧化/硝化损伤的标志物)在区分阿尔茨海默病(AD)和轻度认知障碍(MCI)患者与认知正常对照(CTL)受试者中的准确性。

方法

总体而言,来自纵向多中心 AddNeuroMed 研究的 81 名 AD 患者、86 名 MCI 患者和 86 名 CTL 个体被纳入本研究。在基线时采集 MRI 和血浆维生素 E 数据。使用 Freesurfer 分析 MRI 扫描,这是一种自动分割方案,可生成区域体积和皮质厚度测量值。正交偏最小二乘对潜在结构(OPLS),一种多元数据分析技术,用于分析 MRI 和维生素 E 测量值与 AD 和 MCI 诊断的关系。

结果

MRI 和血浆维生素 E 测量值的联合评估增强了区分 AD 和 MCI 患者与 CTL 受试者的准确性:AD 与 CTL 相比为 98.2%(敏感性 98.8%,特异性 97.7%),MCI 与 CTL 相比为 90.7%(敏感性 91.8%,特异性 89.5%)。这些措施的组合还确定了 85%的 MCI 患者在 1 年后的随访中转化为临床 AD。

结论

生育酚和生育三烯酚的血浆水平与自动 MRI 测量值相结合可帮助区分 AD 和 MCI 患者与 CTL 受试者,并前瞻性预测 MCI 转化为 AD。我们的研究结果表明,血浆中检测到的营养生物标志物(生育酚和生育三烯酚)作为 AD 病理的间接指标,以及多模态方法的实用性具有潜在作用。

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