Associations of renal function with urinary excretion of metals: Evidence from NHANES 2003–2012

Background: Urinary metals are considered measures of long-term exposures of metals, such as cadmium (Cd). Some studies indicate reduced renal function may affect the urinary excretion of several metals in general population making assessments difficult. Objectives: To examine whether reduced renal...

Full description

Bibliographic Details
Main Authors: Rufeng Jin, Xiangzhu Zhu, Martha J. Shrubsole, Chang Yu, Zhaolin Xia, Qi Dai
Format: Article
Language:English
Published: Elsevier 2018-12-01
Series:Environment International
Online Access:http://www.sciencedirect.com/science/article/pii/S0160412018317136
id doaj-0dd2fe925cb04499a23a764c67c86015
record_format Article
spelling doaj-0dd2fe925cb04499a23a764c67c860152020-11-24T21:10:33ZengElsevierEnvironment International0160-41202018-12-0112113551362Associations of renal function with urinary excretion of metals: Evidence from NHANES 2003–2012Rufeng Jin0Xiangzhu Zhu1Martha J. Shrubsole2Chang Yu3Zhaolin Xia4Qi Dai5Department of Preventive Medicine, School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, ChinaDivision of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37203, USADivision of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37203, USADepartment of Biostatistics, Vanderbilt University School of Medicine, Nashville, TN 37203, USADepartment of Occupational and Environmental Health, School of Public Health, Fudan University, Shanghai 200032, ChinaDivision of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37203, USA; Corresponding author at: Vanderbilt Epidemiology Center, Institute for Medicine and Public Health, Suite 800, 2525 West End Avenue, Nashville, TN 37203-1738, USA.Background: Urinary metals are considered measures of long-term exposures of metals, such as cadmium (Cd). Some studies indicate reduced renal function may affect the urinary excretion of several metals in general population making assessments difficult. Objectives: To examine whether reduced renal function is associated with reduced urinary excretion of 12 metals or their metabolites and, in turn, an underestimated measure of Cd in general population. Methods: We conducted analyses using data from the National Health and Nutrition Examination Survey (NHANES) 2003–2012. Multiple linear regression models were used to examine the associations between urinary metal levels and estimated glomerular filtration rate (eGFR). Restricted cubic spline regression models were used to evaluate the nonlinearity. Results: Urinary metal levels significantly increased (p < 0.001) with increasing eGFR, except for antimony (p = 0.172). Urinary levels of arsenic, dimethylarsonic acid, cobalt, molybdenum and tungsten increased linearly with eGFR, while Cd, lead, mercury, barium, cesium and thallium increased nonlinearly (p < 0.001) with eGFR. Based on a restricted cubic spline regression model, we found, corresponding to a fixed blood Cd adverse cutpoint of 5 μg/L, predicted urinary Cd cutpoints substantially varied from 0.78–1.21 μg/g for urinary Cd between those aged <40 years and who had chronic kidney disease and those aged 60 years or over with normal renal function, respectively. Conclusion: Reduced renal function is associated with reduced urinary metals; and associations are also observed across the eGFR range not just in the reduced range. Urinary abnormal cutpoints of metals are likely dependent on eGFR and age. The associations between urinary exposure of metals and disease risk are likely underestimated without considering the modifying effect of renal function. Keywords: Metals, NHANES, Renal function, Urinary excretionhttp://www.sciencedirect.com/science/article/pii/S0160412018317136
collection DOAJ
language English
format Article
sources DOAJ
author Rufeng Jin
Xiangzhu Zhu
Martha J. Shrubsole
Chang Yu
Zhaolin Xia
Qi Dai
spellingShingle Rufeng Jin
Xiangzhu Zhu
Martha J. Shrubsole
Chang Yu
Zhaolin Xia
Qi Dai
Associations of renal function with urinary excretion of metals: Evidence from NHANES 2003–2012
Environment International
author_facet Rufeng Jin
Xiangzhu Zhu
Martha J. Shrubsole
Chang Yu
Zhaolin Xia
Qi Dai
author_sort Rufeng Jin
title Associations of renal function with urinary excretion of metals: Evidence from NHANES 2003–2012
title_short Associations of renal function with urinary excretion of metals: Evidence from NHANES 2003–2012
title_full Associations of renal function with urinary excretion of metals: Evidence from NHANES 2003–2012
title_fullStr Associations of renal function with urinary excretion of metals: Evidence from NHANES 2003–2012
title_full_unstemmed Associations of renal function with urinary excretion of metals: Evidence from NHANES 2003–2012
title_sort associations of renal function with urinary excretion of metals: evidence from nhanes 2003–2012
publisher Elsevier
series Environment International
issn 0160-4120
publishDate 2018-12-01
description Background: Urinary metals are considered measures of long-term exposures of metals, such as cadmium (Cd). Some studies indicate reduced renal function may affect the urinary excretion of several metals in general population making assessments difficult. Objectives: To examine whether reduced renal function is associated with reduced urinary excretion of 12 metals or their metabolites and, in turn, an underestimated measure of Cd in general population. Methods: We conducted analyses using data from the National Health and Nutrition Examination Survey (NHANES) 2003–2012. Multiple linear regression models were used to examine the associations between urinary metal levels and estimated glomerular filtration rate (eGFR). Restricted cubic spline regression models were used to evaluate the nonlinearity. Results: Urinary metal levels significantly increased (p < 0.001) with increasing eGFR, except for antimony (p = 0.172). Urinary levels of arsenic, dimethylarsonic acid, cobalt, molybdenum and tungsten increased linearly with eGFR, while Cd, lead, mercury, barium, cesium and thallium increased nonlinearly (p < 0.001) with eGFR. Based on a restricted cubic spline regression model, we found, corresponding to a fixed blood Cd adverse cutpoint of 5 μg/L, predicted urinary Cd cutpoints substantially varied from 0.78–1.21 μg/g for urinary Cd between those aged <40 years and who had chronic kidney disease and those aged 60 years or over with normal renal function, respectively. Conclusion: Reduced renal function is associated with reduced urinary metals; and associations are also observed across the eGFR range not just in the reduced range. Urinary abnormal cutpoints of metals are likely dependent on eGFR and age. The associations between urinary exposure of metals and disease risk are likely underestimated without considering the modifying effect of renal function. Keywords: Metals, NHANES, Renal function, Urinary excretion
url http://www.sciencedirect.com/science/article/pii/S0160412018317136
work_keys_str_mv AT rufengjin associationsofrenalfunctionwithurinaryexcretionofmetalsevidencefromnhanes20032012
AT xiangzhuzhu associationsofrenalfunctionwithurinaryexcretionofmetalsevidencefromnhanes20032012
AT marthajshrubsole associationsofrenalfunctionwithurinaryexcretionofmetalsevidencefromnhanes20032012
AT changyu associationsofrenalfunctionwithurinaryexcretionofmetalsevidencefromnhanes20032012
AT zhaolinxia associationsofrenalfunctionwithurinaryexcretionofmetalsevidencefromnhanes20032012
AT qidai associationsofrenalfunctionwithurinaryexcretionofmetalsevidencefromnhanes20032012
_version_ 1716756129498791936