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基于核磁共振(NMR)光谱的靶向脂质代谢组学对阿尔茨海默病血浆生物标志物的探索。

Exploration of plasma biomarkers for Alzheimer's disease by targeted lipid metabolomics based on nuclear magnetic resonance (NMR) spectroscopy.

作者信息

Su Qiao, Liu Qinghe, Li Baozhu, Ma Zhonghui, Bai Fengfeng, Li Yanzhe, Yu Xue, Li Meijuan, Li Jie, Sun Daliang

机构信息

Tianjin Mental Health Institute, Tianjin Anding Hospital, Mental Health Center of Tianjin Medical University, 13 Liulin Road, Hexi District, Tianjin, 300222, China.

Tianjin University, Tianjin, China.

出版信息

J Neural Transm (Vienna). 2025 Jan;132(1):129-138. doi: 10.1007/s00702-024-02844-5. Epub 2024 Oct 9.

DOI:10.1007/s00702-024-02844-5
PMID:39382682
Abstract

Alzheimer's disease (AD) is the most common cause of dementia, but the disease lacks convenient and cost-effective alternative biomarkers currently. We utilized targeted lipid metabolomics based on nuclear magnetic resonance (NMR) spectroscopy to identify plasma biomarkers in AD patients. Our study was a cross-sectional study that enrolled 58 AD patients and 40 matched health controls (HCs). Firstly, we identified plasma lipid metabolites that were significantly different between the two groups based on P < 0.05 and variable importance in the projection (VIP) > 1. Then we examined the correlation between the lipid metabolites and cognitive function using partial correlation analysis and assessed the diagnostic ability of the lipid metabolites using receiver operating characteristic (ROC) curves. Seventeen lipoproteins showed significant differences between AD patients and HCs among 114 lipid metabolites. All 17 lipoproteins were subtypes of low-density lipoprotein (LDL). Among them, LDL-3 particle number, LDL-3 apolipoprotein-B, LDL-3 phospholipids, LDL free cholesterol and LDL phospholipids were significantly correlated with cognitive function. The ROC curves showed that LDL-2 triglycerides (TG) and LDL-3 TG could significantly distinguish AD patients from HCs, with the area under the curve (AUC) above 0.7. In addition, we explored a strategy of combined diagnosis that significantly improved the diagnostic efficacy for AD (AUC = 0.879). Our study provides insight into the lipoprotein alterations associated with AD and potential biomarkers for its diagnosis and cognitive function assessment.

摘要

阿尔茨海默病(AD)是痴呆最常见的病因,但目前该疾病缺乏便捷且经济高效的替代生物标志物。我们利用基于核磁共振(NMR)光谱的靶向脂质代谢组学来识别AD患者的血浆生物标志物。我们的研究是一项横断面研究,纳入了58例AD患者和40例匹配的健康对照(HCs)。首先,我们基于P < 0.05和投影中变量重要性(VIP)>1,确定了两组之间存在显著差异的血浆脂质代谢物。然后,我们使用偏相关分析研究脂质代谢物与认知功能之间的相关性,并使用受试者工作特征(ROC)曲线评估脂质代谢物的诊断能力。在114种脂质代谢物中,17种脂蛋白在AD患者和HCs之间存在显著差异。所有17种脂蛋白均为低密度脂蛋白(LDL)的亚型。其中,LDL-3颗粒数、LDL-3载脂蛋白B、LDL-3磷脂、LDL游离胆固醇和LDL磷脂与认知功能显著相关。ROC曲线显示,LDL-2甘油三酯(TG)和LDL-3 TG能够显著区分AD患者和HCs,曲线下面积(AUC)高于0.7。此外,我们探索了一种联合诊断策略,该策略显著提高了AD的诊断效能(AUC = 0.879)。我们的研究为与AD相关的脂蛋白改变以及其诊断和认知功能评估的潜在生物标志物提供了见解。

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本文引用的文献

1
Looking Behind the Curtain: Patient Stratification According to Genetic or Demographic Factors May Yield Unexpected Results in Studies of Neurodegenerative Diseases.揭开帷幕:根据遗传或人口统计学因素对患者进行分层,可能会给神经退行性疾病的研究带来意想不到的结果。
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Novel insights into brain lipid metabolism in Alzheimer's disease: Oligodendrocytes and white matter abnormalities.阿尔茨海默病脑脂质代谢的新见解:少突胶质细胞与白质异常
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阿尔茨海默病患者血浆和脑组织中靶向代谢组学分析。
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Serum miR-128 Serves as a Potential Diagnostic Biomarker for Alzheimer's Disease.血清miR-128可作为阿尔茨海默病的潜在诊断生物标志物。
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Alzheimer's disease.阿尔茨海默病
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