Literature DB >> 30175979

Metabolomics Analyses of Saliva Detect Novel Biomarkers of Alzheimer's Disease.

Tao Huan1, Tran Tran1, Jiamin Zheng1, Shraddha Sapkota2, Stuart W MacDonald3, Richard Camicioli2,4, Roger A Dixon2,5, Liang Li1.   

Abstract

Using a non-invasive biofluid (saliva), we apply a powerful metabolomics workflow for unbiased biomarker discovery in Alzheimer's disease (AD). We profile and differentiate Cognitively Normal (CN), Mild Cognitive Impairment (MCI), and AD groups. The workflow involves differential chemical isotope labeling liquid chromatography mass spectrometry using dansylation derivatization for in-depth profiling of the amine/phenol submetabolome. The total sample (N = 109) was divided in to the Discovery Phase (DP) (n = 82; 35 CN, 25 MCI, 22 AD) and a provisional Validation Phase (VP) (n = 27; 10 CN, 10 MCI, 7 AD). In DP we detected 6,230 metabolites. Pairwise analyses confirmed biomarkers for AD versus CN (63), AD versus MCI (47), and MCI versus CN (2). We then determined the top discriminating biomarkers and diagnostic panels. A 3-metabolite panel distinguished AD from CN and MCI (DP and VP: Area Under the Curve [AUC] = 1.000). The MCI and CN groups were best discriminated with a 2-metabolite panel (DP: AUC = 0.779; VP: AUC = 0.889). In addition, using positively confirmed metabolites, we were able to distinguish AD from CN and MCI with good diagnostic performance (AUC > 0.8). Saliva is a promising biofluid for both unbiased and targeted AD biomarker discovery and mechanism detection. Given its wide availability and convenient accessibility, saliva is a biofluid that can promote diversification of global AD biomarker research.

Entities:  

Keywords:  Alzheimer’s disease; Victoria Longitudinal Study; biomarkers; liquid chromatography mass spectrometry; metabolomics; saliva

Mesh:

Substances:

Year:  2018        PMID: 30175979     DOI: 10.3233/JAD-180711

Source DB:  PubMed          Journal:  J Alzheimers Dis        ISSN: 1387-2877            Impact factor:   4.472


  19 in total

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7.  Biomarkers for Alzheimer's Disease in Saliva: A Systematic Review.

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9.  Alzheimer's Biomarkers From Multiple Modalities Selectively Discriminate Clinical Status: Relative Importance of Salivary Metabolomics Panels, Genetic, Lifestyle, Cognitive, Functional Health and Demographic Risk Markers.

Authors:  Shraddha Sapkota; Tao Huan; Tran Tran; Jiamin Zheng; Richard Camicioli; Liang Li; Roger A Dixon
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