Correlation over time of toenail metals among participants in the VA normative aging study from 1992 to 2014

被引:18
作者
Wu, Alexander C. [1 ]
Allen, Joseph G. [1 ]
Coull, Brent [1 ,2 ]
Amarasiriwardena, Chitra [3 ]
Sparrow, David [4 ,5 ]
Vokonas, Pantel [4 ,5 ]
Schwartz, Joel [1 ,6 ]
Weisskopf, Marc G. [1 ,6 ]
机构
[1] Harvard TH Chan Sch Publ Hlth, Dept Environm Hlth, Landmark Ctr, 401 Pk Dr,L3-046,POB 15677, Boston, MA 02215 USA
[2] Harvard TH Chan Sch Publ Hlth, Dept Biostat, Boston, MA 02215 USA
[3] Icahn Sch Med Mt Sinai, Dept Prevent Med, New York, NY 10029 USA
[4] Vet Affairs Boston Healthcare Syst, Normat Aging Study, Boston, MA USA
[5] Boston Univ, Sch Med, Dept Med, Boston, MA 02118 USA
[6] Harvard TH Chan Sch Publ Hlth, Dept Epidemiol, Landmark Ctr, 401 Pk Dr,L3-046,POB 15677, Boston, MA 02215 USA
基金
美国国家卫生研究院;
关键词
BLOOD LEAD LEVELS; TRACE-ELEMENT LEVELS; SELENIUM STATUS; ARSENIC CONCENTRATIONS; DIETARY PATTERNS; EXPOSURE; BIOMARKERS; PRESSURE; MERCURY; HEALTH;
D O I
10.1038/s41370-018-0095-0
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Background Scientists use biomarkers to evaluate metal exposures. One biomarker, toenails, is easily obtained and minimally invasive, but less commonly used as a biomarker of exposure. Their utility will depend on understanding characteristics of their variation in a population over time. The objective of our study is to describe the correlation of toenail metal levels many years apart among participants in the VA Normative Aging Study (NAS). Methods Toenail clippings from 825 participants of the NAS from year 1992 to 2014 were analyzed for lead (Pb), Arsenic (As), Cadmium (Cd), Manganese (Mn), and Mercury (Hg). We utilized linear mixed models to assess correlation between toenail metal concentrations in multiple toenail samples from the same subject collected years apart and identified the optimal covariance pattern by likelihood ratio tests and Akaike's information criterion (AIC). Correlations among different metals were described using Spearman correlations. Results The average number of times toenail samples were collected from each subject ranged from 1.63 (Hg) to 2.04 (As). The average number of years between toenails collected per subject ranged from 4.73 (SD = 2.44) (Mn) to 5.35 (SD = 2.69) (Hg). Metal concentrations had slightly different correlation patterns over time, although for all metals correlations decreased with increasing time between samples. Estimated correlations over a 3-year span were highest for toenail Pb (0.68) and Hg (0.67), while As, Cd, and Mn had lower correlations of 0.49, 0.44, and 0.47, respectively. Even across a 6-year span, the lowest correlation was 0.35 (Cd). Conclusions Our results suggest that Pb, As, Cd, Mn, and Hg levels from toenail clippings can reasonably reflect exposures over several years in elderly men in the NAS. Even across 6 years, toenail metal levels were generally well correlated among NAS participants. As such, they may be useful as biomarkers of exposure in epidemiological studies of similar populations.
引用
收藏
页码:663 / 673
页数:11
相关论文
共 47 条
[1]  
[Anonymous], 2000, Toxicological effects of methylmercury
[2]  
[Anonymous], 2004, Applied longitudinal analysis
[3]   A critical review of biomarkers used for monitoring human exposure to lead: Advantages, limitations, and future needs [J].
Barbosa, F ;
Tanus-Santos, JE ;
Gerlach, RF ;
Parsons, PJ .
ENVIRONMENTAL HEALTH PERSPECTIVES, 2005, 113 (12) :1669-1674
[4]   NORMATIVE AGING STUDY - INTERDISCIPLINARY AND LONGITUDINAL STUDY OF HEALTH AND AGING [J].
BELL, B ;
ROSE, CL ;
DAMON, A .
AGING AND HUMAN DEVELOPMENT, 1972, 3 (01) :5-17
[5]   Mercury in human brain, blood, muscle and toenails in relation to exposure:: an autopsy study [J].
Bjorkman, Lars ;
Lundekvam, Birgitte F. ;
Laegreid, Torgils ;
Bertelsen, Bjorn I. ;
Morild, Inge ;
Lilleng, Peer ;
Lind, Birger ;
Palm, Brita ;
Vahter, Marie .
ENVIRONMENTAL HEALTH, 2007, 6 (1)
[6]   Blood Lead Levels and Major Depressive Disorder, Panic Disorder, and Generalized Anxiety Disorder in US Young Adults [J].
Bouchard, Maryse F. ;
Bellinger, David C. ;
Weuve, Jennifer ;
Matthews-Bellinger, Julia ;
Gilman, Stephen E. ;
Wright, Robert O. ;
Schwartz, Joel ;
Weisskopf, Marc G. .
ARCHIVES OF GENERAL PSYCHIATRY, 2009, 66 (12) :1313-1319
[7]  
Centers for Disease Control and Prevention, 1999, MERC TOXFAQS
[8]  
Centers for Disease Control and Prevention, 2012, MAN TOXFAQS
[9]   Bone lead and blood lead levels in relation to baseline blood pressure and the prospective development of hypertension - The Normative Aging Study [J].
Cheng, YW ;
Schwartz, J ;
Sparrow, D ;
Aro, A ;
Weiss, ST ;
Hu, H .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2001, 153 (02) :164-171
[10]   Assessment of human dietary exposure to arsenic through rice [J].
Davis, Matthew A. ;
Signes-Pastor, Antonio J. ;
Argos, Maria ;
Slaughter, Francis ;
Pendergrast, Claire ;
Punshon, Tracy ;
Gossai, Anala ;
Ahsan, Habibul ;
Karagas, Margaret R. .
SCIENCE OF THE TOTAL ENVIRONMENT, 2017, 586 :1237-1244