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Lysophosphatidylcholines are associated with P-tau181 levels in early stages of Alzheimer’s Disease
BACKGROUND: We investigated systemic biochemical changes in Alzheimer’s disease (AD) by investigating the relationship between circulating plasma metabolites and both clinical and biomarker-assisted diagnosis of AD. METHODS: We used an untargeted approach with liquid chromatography coupled to high-r...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10473810/ https://www.ncbi.nlm.nih.gov/pubmed/37662203 http://dx.doi.org/10.1101/2023.08.24.23294581 |
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author | Kalia, Vrinda Reyes-Dumeyer, Dolly Dubey, Saurabh Nandakumar, Renu Lee, Annie J. Lantigua, Rafael Medrano, Martin Rivera, Diones Honig, Lawrence S. Mayeux, Richard Miller, Gary W. Vardarajan, Badri N. |
author_facet | Kalia, Vrinda Reyes-Dumeyer, Dolly Dubey, Saurabh Nandakumar, Renu Lee, Annie J. Lantigua, Rafael Medrano, Martin Rivera, Diones Honig, Lawrence S. Mayeux, Richard Miller, Gary W. Vardarajan, Badri N. |
author_sort | Kalia, Vrinda |
collection | PubMed |
description | BACKGROUND: We investigated systemic biochemical changes in Alzheimer’s disease (AD) by investigating the relationship between circulating plasma metabolites and both clinical and biomarker-assisted diagnosis of AD. METHODS: We used an untargeted approach with liquid chromatography coupled to high-resolution mass spectrometry to measure exogenous and endogenous small molecule metabolites in plasma from 150 individuals clinically diagnosed with AD and 567 age-matched elderly without dementia of Caribbean Hispanic ancestry. Plasma biomarkers of AD were also measured including P-tau181, Aβ40, Aβ42, total tau, neurofilament light chain (NfL) and glial fibrillary acidic protein (GFAP). Association of individual and co-expressed modules of metabolites were tested with the clinical diagnosis of AD, as well as biologically-defined AD pathological process based on P-tau181 and other biomarker levels. RESULTS: Over 4000 metabolomic features were measured with high accuracy. First principal component (PC) of lysophosphatidylcholines (lysoPC) that bind to or interact with docosahexaenoic acid (DHA), eicosapentaenoic acid (EPA) and arachidonic acid (AHA) was associated with decreased risk of AD (OR=0.91 [0.89–0.96], p=2e-04). Restricted to individuals without an APOE ε4 allele (OR=0.89 [0.84–0.94], p= 8.7e-05), the association remained. Among individuals carrying at least one APOE ε4 allele, PC4 of lysoPCs moderately increased risk of AD (OR=1.37 [1.16–1.6], p=1e-04). Essential amino acids including tyrosine metabolism pathways were enriched among metabolites associated with P-tau181 levels and heparan and keratan sulfate degradation pathways were associated with Aβ42/Aβ40 ratio reflecting different pathways enriched in early and middle stages of disease. CONCLUSIONS: Our findings indicate that unbiased metabolic profiling can identify critical metabolites and pathways associated with β-amyloid and phosphotau pathology. We also observed an APOE ε4 dependent association of lysoPCs with AD and that biologically-based diagnostic criteria may aid in the identification of unique pathogenic mechanisms. |
format | Online Article Text |
id | pubmed-10473810 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-104738102023-09-02 Lysophosphatidylcholines are associated with P-tau181 levels in early stages of Alzheimer’s Disease Kalia, Vrinda Reyes-Dumeyer, Dolly Dubey, Saurabh Nandakumar, Renu Lee, Annie J. Lantigua, Rafael Medrano, Martin Rivera, Diones Honig, Lawrence S. Mayeux, Richard Miller, Gary W. Vardarajan, Badri N. medRxiv Article BACKGROUND: We investigated systemic biochemical changes in Alzheimer’s disease (AD) by investigating the relationship between circulating plasma metabolites and both clinical and biomarker-assisted diagnosis of AD. METHODS: We used an untargeted approach with liquid chromatography coupled to high-resolution mass spectrometry to measure exogenous and endogenous small molecule metabolites in plasma from 150 individuals clinically diagnosed with AD and 567 age-matched elderly without dementia of Caribbean Hispanic ancestry. Plasma biomarkers of AD were also measured including P-tau181, Aβ40, Aβ42, total tau, neurofilament light chain (NfL) and glial fibrillary acidic protein (GFAP). Association of individual and co-expressed modules of metabolites were tested with the clinical diagnosis of AD, as well as biologically-defined AD pathological process based on P-tau181 and other biomarker levels. RESULTS: Over 4000 metabolomic features were measured with high accuracy. First principal component (PC) of lysophosphatidylcholines (lysoPC) that bind to or interact with docosahexaenoic acid (DHA), eicosapentaenoic acid (EPA) and arachidonic acid (AHA) was associated with decreased risk of AD (OR=0.91 [0.89–0.96], p=2e-04). Restricted to individuals without an APOE ε4 allele (OR=0.89 [0.84–0.94], p= 8.7e-05), the association remained. Among individuals carrying at least one APOE ε4 allele, PC4 of lysoPCs moderately increased risk of AD (OR=1.37 [1.16–1.6], p=1e-04). Essential amino acids including tyrosine metabolism pathways were enriched among metabolites associated with P-tau181 levels and heparan and keratan sulfate degradation pathways were associated with Aβ42/Aβ40 ratio reflecting different pathways enriched in early and middle stages of disease. CONCLUSIONS: Our findings indicate that unbiased metabolic profiling can identify critical metabolites and pathways associated with β-amyloid and phosphotau pathology. We also observed an APOE ε4 dependent association of lysoPCs with AD and that biologically-based diagnostic criteria may aid in the identification of unique pathogenic mechanisms. Cold Spring Harbor Laboratory 2023-08-25 /pmc/articles/PMC10473810/ /pubmed/37662203 http://dx.doi.org/10.1101/2023.08.24.23294581 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Kalia, Vrinda Reyes-Dumeyer, Dolly Dubey, Saurabh Nandakumar, Renu Lee, Annie J. Lantigua, Rafael Medrano, Martin Rivera, Diones Honig, Lawrence S. Mayeux, Richard Miller, Gary W. Vardarajan, Badri N. Lysophosphatidylcholines are associated with P-tau181 levels in early stages of Alzheimer’s Disease |
title | Lysophosphatidylcholines are associated with P-tau181 levels in early stages of Alzheimer’s Disease |
title_full | Lysophosphatidylcholines are associated with P-tau181 levels in early stages of Alzheimer’s Disease |
title_fullStr | Lysophosphatidylcholines are associated with P-tau181 levels in early stages of Alzheimer’s Disease |
title_full_unstemmed | Lysophosphatidylcholines are associated with P-tau181 levels in early stages of Alzheimer’s Disease |
title_short | Lysophosphatidylcholines are associated with P-tau181 levels in early stages of Alzheimer’s Disease |
title_sort | lysophosphatidylcholines are associated with p-tau181 levels in early stages of alzheimer’s disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10473810/ https://www.ncbi.nlm.nih.gov/pubmed/37662203 http://dx.doi.org/10.1101/2023.08.24.23294581 |
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