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用于检测阿尔茨海默病的唾液蛋白质组、代谢组和微生物组特征

Saliva Proteome, Metabolome and Microbiome Signatures for Detection of Alzheimer's Disease.

作者信息

François Maxime, Pascovici Dana, Wang Yanan, Vu Toan, Liu Jian-Wei, Beale David, Hor Maryam, Hecker Jane, Faunt Jeff, Maddison John, Johns Sally, Leifert Wayne

机构信息

Nutrition and Health Program, Molecular Diagnostic Solutions Group, CSIRO Health & Biosecurity, Adelaide, SA 5000, Australia.

CSIRO Health & Biosecurity, Westmead, NSW 2145, Australia.

出版信息

Metabolites. 2024 Dec 19;14(12):714. doi: 10.3390/metabo14120714.

DOI:10.3390/metabo14120714
PMID:39728495
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11677859/
Abstract

As the burden of Alzheimer's disease (AD) escalates with an ageing population, the demand for early and accessible diagnostic methods becomes increasingly urgent. Saliva, with its non-invasive and cost-effective nature, presents a promising alternative to cerebrospinal fluid and plasma for biomarker discovery. : In this study, we conducted a comprehensive multi-omics analysis of saliva samples ( = 20 mild cognitive impairment (MCI), = 20 Alzheimer's disease and age- and = 40 gender-matched cognitively normal individuals), from the South Australian Neurodegenerative Disease (SAND) cohort, integrating proteomics, metabolomics, and microbiome data with plasma measurements, including pTau181. : Among the most promising findings, the protein Stratifin emerged as a top candidate, showing a strong negative correlation with plasma pTau181 (r = -0.49, < 0.001) and achieving an AUC of 0.95 in distinguishing AD and MCI combined from controls. In the metabolomics analysis, 3-chlorotyrosine and L-tyrosine exhibited high correlations with disease severity progression, with AUCs of 0.93 and 0.96, respectively. Pathway analysis revealed significant alterations in vitamin B12 metabolism, with Transcobalamin-1 levels decreasing in saliva as AD progressed despite an increase in serum vitamin B12 levels ( = 0.008). Microbiome analysis identified shifts in bacterial composition, with a microbiome cluster containing species such as showing a significant decrease in abundance in MCI and AD samples. The overall findings were reinforced by weighted correlation network analysis, which identified key hubs and enriched pathways associated with AD. : Collectively, these data highlight the potential of saliva as a powerful medium for early AD diagnosis, offering a practical solution for large-scale screening and monitoring.

摘要

随着阿尔茨海默病(AD)的负担随着人口老龄化而加重,对早期且易于获得的诊断方法的需求变得越来越迫切。唾液具有非侵入性和成本效益高的特点,为生物标志物发现提供了一种有前景的替代脑脊液和血浆的方法。在本研究中,我们对来自南澳大利亚神经退行性疾病(SAND)队列的唾液样本(20例轻度认知障碍(MCI)、20例阿尔茨海默病以及40例年龄和性别匹配的认知正常个体)进行了全面的多组学分析,将蛋白质组学、代谢组学和微生物组数据与血浆测量值(包括pTau181)相结合。在最有前景的发现中,蛋白质分层蛋白成为顶级候选物,与血浆pTau181呈强负相关(r = -0.49,P < 0.001),在区分AD和MCI合并组与对照组时AUC为0.95。在代谢组学分析中,3-氯酪氨酸和L-酪氨酸与疾病严重程度进展高度相关,AUC分别为0.93和0.96。通路分析显示维生素B12代谢有显著改变,尽管血清维生素B12水平升高,但随着AD进展唾液中转钴胺素-1水平降低(P = 0.008)。微生物组分析确定了细菌组成的变化,一个包含如等物种的微生物组簇在MCI和AD样本中的丰度显著降低。加权相关网络分析强化了总体发现,该分析确定了与AD相关的关键枢纽和富集通路。总体而言,这些数据突出了唾液作为早期AD诊断的有力介质的潜力,为大规模筛查和监测提供了切实可行的解决方案。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bca7/11677859/b88c763cf14a/metabolites-14-00714-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bca7/11677859/c045761157bc/metabolites-14-00714-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bca7/11677859/d54cb89ee6e7/metabolites-14-00714-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bca7/11677859/12ac2b3567e6/metabolites-14-00714-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bca7/11677859/a85a900c6545/metabolites-14-00714-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bca7/11677859/9a5bc13e347f/metabolites-14-00714-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bca7/11677859/b88c763cf14a/metabolites-14-00714-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bca7/11677859/c045761157bc/metabolites-14-00714-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bca7/11677859/d54cb89ee6e7/metabolites-14-00714-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bca7/11677859/12ac2b3567e6/metabolites-14-00714-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bca7/11677859/a85a900c6545/metabolites-14-00714-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bca7/11677859/9a5bc13e347f/metabolites-14-00714-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bca7/11677859/b88c763cf14a/metabolites-14-00714-g006.jpg

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