? Evaluation of the Use of Saliva Metabolome as a Surrogate of Blood Metabolome in Assessing Internal Exposures to Traffic-Related Air Pollution

被引:8
作者
Li, Zhenjiang [1 ]
Sarnat, Jeremy A. [1 ]
Liu, Ken H. [2 ]
Hood, Robert B. [3 ]
Chang, Che-Jung [1 ]
Hu, Xin [2 ]
Tran, ViLinh [2 ]
Greenwald, Roby [4 ]
Chang, Howard H. [1 ,5 ]
Russell, Armistead [6 ]
Yu, Tianwei [7 ]
Jones, Dean P. [2 ]
Liang, Donghai [1 ]
机构
[1] Emory Univ, Rollins Sch Publ Hlth, Gangarosa Dept Environm Hlth, Atlanta, GA 30322 USA
[2] Emory Univ, Sch Med, Dept Med, Clin Biomarkers Lab, Atlanta, GA 30322 USA
[3] Emory Univ, Rollins Sch Publ Hlth, Dept Epidemiol, Atlanta, GA 30322 USA
[4] Georgia State Univ, Sch Publ Hlth, Dept Populat Hlth Sci, Atlanta, GA 30302 USA
[5] Emory Univ, Rollins Sch Publ Hlth, Dept Biostat & Bioinformat, Atlanta, GA 30322 USA
[6] Georgia Inst Technol, Sch Civil & Environm Engn, Atlanta, GA 30332 USA
[7] Chinese Univ Hong Kong, Sch Data Sci, Shenzhen 518172, Guangdong, Peoples R China
基金
美国国家卫生研究院;
关键词
traffic-related air pollution; high-resolution metabolomics; blood metabolome; saliva metabolome; pathway analysis; metabolic perturbations; HIGH-RESOLUTION METABOLOMICS; OXIDATIVE STRESS; PLASMA; LEUKOTRIENES; SERUM;
D O I
10.1021/acs.est.2c00064
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In the omics era, saliva, a filtrate of blood, may serve as an alternative, noninvasive biospecimen to blood, although its use for specific metabolomic applications has not been fully evaluated. We demonstrated that the saliva metabolome may provide sensitive measures of traffic-related air pollution (TRAP) and associated biological responses via high-resolution, longitudinal metabolomics profiling. We collected 167 pairs of saliva and plasma samples from a cohort of 53 college student participants and measured corresponding indoor and outdoor concentrations of six air pollutants for the dormitories where the students lived. Grand correlation between common metabolic features in saliva and plasma was moderate to high, indicating a relatively consistent association between saliva and blood metabolites across subjects. Although saliva was less associated with TRAP compared to plasma, 25 biological pathways associated with TRAP were detected via saliva and accounted for 69% of those detected via plasma. Given the slightly higher feature reproducibility found in saliva, these findings provide some indication that the saliva metabolome offers a sensitive and practical alternative to blood for characterizing individual biological responses to environmental exposures.
引用
收藏
页码:6525 / 6536
页数:12
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