Cargando…
Correlation Over Time of Toenail Metals Among Participants in the VA Normative Aging Study from 1992 to 2014
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 objec...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6536369/ https://www.ncbi.nlm.nih.gov/pubmed/30482937 http://dx.doi.org/10.1038/s41370-018-0095-0 |
_version_ | 1783421728131645440 |
---|---|
author | Wu, Alexander C. Allen, Joseph G. Coull, Brent Amarasiriwardena, Chitra Sparrow, David Vokonas, Pantel Schwartz, Joel Weisskopf, Marc G. |
author_facet | Wu, Alexander C. Allen, Joseph G. Coull, Brent Amarasiriwardena, Chitra Sparrow, David Vokonas, Pantel Schwartz, Joel Weisskopf, Marc G. |
author_sort | Wu, Alexander C. |
collection | PubMed |
description | 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 six-year span, the lowest correlation was 0.35 (Cd). CONCLUSION: 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 six 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. |
format | Online Article Text |
id | pubmed-6536369 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
record_format | MEDLINE/PubMed |
spelling | pubmed-65363692019-05-27 Correlation Over Time of Toenail Metals Among Participants in the VA Normative Aging Study from 1992 to 2014 Wu, Alexander C. Allen, Joseph G. Coull, Brent Amarasiriwardena, Chitra Sparrow, David Vokonas, Pantel Schwartz, Joel Weisskopf, Marc G. J Expo Sci Environ Epidemiol Article 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 six-year span, the lowest correlation was 0.35 (Cd). CONCLUSION: 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 six 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. 2018-11-27 2019-09 /pmc/articles/PMC6536369/ /pubmed/30482937 http://dx.doi.org/10.1038/s41370-018-0095-0 Text en http://www.nature.com/authors/editorial_policies/license.html#terms Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article Wu, Alexander C. Allen, Joseph G. Coull, Brent Amarasiriwardena, Chitra Sparrow, David Vokonas, Pantel Schwartz, Joel Weisskopf, Marc G. Correlation Over Time of Toenail Metals Among Participants in the VA Normative Aging Study from 1992 to 2014 |
title | Correlation Over Time of Toenail Metals Among Participants in the VA Normative Aging Study from 1992 to 2014 |
title_full | Correlation Over Time of Toenail Metals Among Participants in the VA Normative Aging Study from 1992 to 2014 |
title_fullStr | Correlation Over Time of Toenail Metals Among Participants in the VA Normative Aging Study from 1992 to 2014 |
title_full_unstemmed | Correlation Over Time of Toenail Metals Among Participants in the VA Normative Aging Study from 1992 to 2014 |
title_short | Correlation Over Time of Toenail Metals Among Participants in the VA Normative Aging Study from 1992 to 2014 |
title_sort | correlation over time of toenail metals among participants in the va normative aging study from 1992 to 2014 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6536369/ https://www.ncbi.nlm.nih.gov/pubmed/30482937 http://dx.doi.org/10.1038/s41370-018-0095-0 |
work_keys_str_mv | AT wualexanderc correlationovertimeoftoenailmetalsamongparticipantsinthevanormativeagingstudyfrom1992to2014 AT allenjosephg correlationovertimeoftoenailmetalsamongparticipantsinthevanormativeagingstudyfrom1992to2014 AT coullbrent correlationovertimeoftoenailmetalsamongparticipantsinthevanormativeagingstudyfrom1992to2014 AT amarasiriwardenachitra correlationovertimeoftoenailmetalsamongparticipantsinthevanormativeagingstudyfrom1992to2014 AT sparrowdavid correlationovertimeoftoenailmetalsamongparticipantsinthevanormativeagingstudyfrom1992to2014 AT vokonaspantel correlationovertimeoftoenailmetalsamongparticipantsinthevanormativeagingstudyfrom1992to2014 AT schwartzjoel correlationovertimeoftoenailmetalsamongparticipantsinthevanormativeagingstudyfrom1992to2014 AT weisskopfmarcg correlationovertimeoftoenailmetalsamongparticipantsinthevanormativeagingstudyfrom1992to2014 |