Metabolomics Profiling of Age-Associated Metabolites in Malay Population

Aging is a complex process characterized by progressive loss of functional abilities due to the accumulation of molecular damages. Metabolomics could offer novel insights into the predictors and mechanisms of aging. This cross-sectional study is aimed at identifying age-associated plasma metabolome...

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Published in:Oxidative Medicine and Cellular Longevity
Main Author: Tan J.K.; Zakaria S.N.A.; Gunasekaran G.; Abdul Sani N.F.; Nasaruddin M.L.; Jaafar F.; Abu Bakar Z.H.; Amir Hamzah A.I.Z.; Nor Aripin K.N.; Mohd Rani M.D.; Noh N.A.; Damanhuri H.A.; Mazlan M.; Makpol S.; Wan Ngah W.Z.
Format: Article
Language:English
Published: Hindawi Limited 2023
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85148113584&doi=10.1155%2f2023%2f4416410&partnerID=40&md5=eb08d296aa8d6899ee2dc50e4064e034
id 2-s2.0-85148113584
spelling 2-s2.0-85148113584
Tan J.K.; Zakaria S.N.A.; Gunasekaran G.; Abdul Sani N.F.; Nasaruddin M.L.; Jaafar F.; Abu Bakar Z.H.; Amir Hamzah A.I.Z.; Nor Aripin K.N.; Mohd Rani M.D.; Noh N.A.; Damanhuri H.A.; Mazlan M.; Makpol S.; Wan Ngah W.Z.
Metabolomics Profiling of Age-Associated Metabolites in Malay Population
2023
Oxidative Medicine and Cellular Longevity
2023

10.1155/2023/4416410
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85148113584&doi=10.1155%2f2023%2f4416410&partnerID=40&md5=eb08d296aa8d6899ee2dc50e4064e034
Aging is a complex process characterized by progressive loss of functional abilities due to the accumulation of molecular damages. Metabolomics could offer novel insights into the predictors and mechanisms of aging. This cross-sectional study is aimed at identifying age-associated plasma metabolome in a Malay population. A total of 146 (90 females) healthy participants aged 28-69 were selected for the study. Untargeted metabolomics profiling was performed using liquid chromatography-tandem mass spectrometry. Association analysis was based on the general linear model. Gender-associated metabolites were adjusted for age, while age-associated metabolites were adjusted for gender or analyzed in a gender-stratified manner. Gender-associated metabolites such as 4-hydroxyphenyllactic acid, carnitine, cortisol, and testosterone sulfate showed higher levels in males than females. Deoxycholic acid and hippuric acid were among the metabolites with a positive association with age after being adjusted for gender, while 9(E),11(E)-conjugated linoleic acid, cortisol, and nicotinamide were negatively associated with age. In gender-stratified analysis, glutamine was one of the common metabolites that showed a direct association with age in both genders, while metabolites such as 11-deoxy prostaglandin F2β, guanosine monophosphate, and testosterone sulfate were inversely associated with age in males and females. This study reveals several age-associated metabolites in Malays that could reflect the changes in metabolisms during aging and may be used to discern the risk of geriatric syndromes and disorders later. Further studies are required to determine the interplay between these metabolites and environmental factors on the functional outcomes during aging. © 2023 Jen Kit Tan et al.
Hindawi Limited
19420900
English
Article
All Open Access; Gold Open Access
author Tan J.K.; Zakaria S.N.A.; Gunasekaran G.; Abdul Sani N.F.; Nasaruddin M.L.; Jaafar F.; Abu Bakar Z.H.; Amir Hamzah A.I.Z.; Nor Aripin K.N.; Mohd Rani M.D.; Noh N.A.; Damanhuri H.A.; Mazlan M.; Makpol S.; Wan Ngah W.Z.
spellingShingle Tan J.K.; Zakaria S.N.A.; Gunasekaran G.; Abdul Sani N.F.; Nasaruddin M.L.; Jaafar F.; Abu Bakar Z.H.; Amir Hamzah A.I.Z.; Nor Aripin K.N.; Mohd Rani M.D.; Noh N.A.; Damanhuri H.A.; Mazlan M.; Makpol S.; Wan Ngah W.Z.
Metabolomics Profiling of Age-Associated Metabolites in Malay Population
author_facet Tan J.K.; Zakaria S.N.A.; Gunasekaran G.; Abdul Sani N.F.; Nasaruddin M.L.; Jaafar F.; Abu Bakar Z.H.; Amir Hamzah A.I.Z.; Nor Aripin K.N.; Mohd Rani M.D.; Noh N.A.; Damanhuri H.A.; Mazlan M.; Makpol S.; Wan Ngah W.Z.
author_sort Tan J.K.; Zakaria S.N.A.; Gunasekaran G.; Abdul Sani N.F.; Nasaruddin M.L.; Jaafar F.; Abu Bakar Z.H.; Amir Hamzah A.I.Z.; Nor Aripin K.N.; Mohd Rani M.D.; Noh N.A.; Damanhuri H.A.; Mazlan M.; Makpol S.; Wan Ngah W.Z.
title Metabolomics Profiling of Age-Associated Metabolites in Malay Population
title_short Metabolomics Profiling of Age-Associated Metabolites in Malay Population
title_full Metabolomics Profiling of Age-Associated Metabolites in Malay Population
title_fullStr Metabolomics Profiling of Age-Associated Metabolites in Malay Population
title_full_unstemmed Metabolomics Profiling of Age-Associated Metabolites in Malay Population
title_sort Metabolomics Profiling of Age-Associated Metabolites in Malay Population
publishDate 2023
container_title Oxidative Medicine and Cellular Longevity
container_volume 2023
container_issue
doi_str_mv 10.1155/2023/4416410
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85148113584&doi=10.1155%2f2023%2f4416410&partnerID=40&md5=eb08d296aa8d6899ee2dc50e4064e034
description Aging is a complex process characterized by progressive loss of functional abilities due to the accumulation of molecular damages. Metabolomics could offer novel insights into the predictors and mechanisms of aging. This cross-sectional study is aimed at identifying age-associated plasma metabolome in a Malay population. A total of 146 (90 females) healthy participants aged 28-69 were selected for the study. Untargeted metabolomics profiling was performed using liquid chromatography-tandem mass spectrometry. Association analysis was based on the general linear model. Gender-associated metabolites were adjusted for age, while age-associated metabolites were adjusted for gender or analyzed in a gender-stratified manner. Gender-associated metabolites such as 4-hydroxyphenyllactic acid, carnitine, cortisol, and testosterone sulfate showed higher levels in males than females. Deoxycholic acid and hippuric acid were among the metabolites with a positive association with age after being adjusted for gender, while 9(E),11(E)-conjugated linoleic acid, cortisol, and nicotinamide were negatively associated with age. In gender-stratified analysis, glutamine was one of the common metabolites that showed a direct association with age in both genders, while metabolites such as 11-deoxy prostaglandin F2β, guanosine monophosphate, and testosterone sulfate were inversely associated with age in males and females. This study reveals several age-associated metabolites in Malays that could reflect the changes in metabolisms during aging and may be used to discern the risk of geriatric syndromes and disorders later. Further studies are required to determine the interplay between these metabolites and environmental factors on the functional outcomes during aging. © 2023 Jen Kit Tan et al.
publisher Hindawi Limited
issn 19420900
language English
format Article
accesstype All Open Access; Gold Open Access
record_format scopus
collection Scopus
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