Multichemical Exposure Assessment Using Silicone Wristbands in Central American Adolescents

Chemical exposures are poorly characterized in Central America, where chronic kidney disease of uncertain etiology (CKDu) is a leading cause of death. Most research evaluates occupational exposures in adults, yet early-life exposures remain understudied. We used silicone wristband passive samplers to characterize exposure to over 1,500 chemicals among Nicaraguan adolescents (<i>n</i> = 80) residing in CKD high-risk communities but not engaged in agricultural work. We identified exposure profiles using k-means clustering and used LASSO logistic regression to identify predictors of low estimated glomerular filtration rate (eGFR). SHAP (SHapley Additive Explanations) values quantified individual chemical contributions to eGFR in a machine learning model. Of 130 detected chemicals, 21 (16.2%) were pesticides. Pyrethroids were detected on 93.8% of wristbands, most frequently cypermethrin-2 (88.8%) and ethofenprox (60.0%). Phthalates and musks, including bis(2-ethylhexyl) phthalate (DEHP, 98.8%), di-n-butyl phthalate (DnBP, 97.5%), and galaxolide (100%), were near ubiquitous. Esters included benzyl salicylate (97.5%) and ethylene brassylate (93.8%). Organophosphate triphenyl phosphate (TPP, 97.5%) and polyaromatic hydrocarbons (PAHs) pyrene (92.5%) and 2-methylphenanthrene (63.8%) reflected mixed consumer and environmental sources. K-means clustering identified four exposure profiles: two larger clusters reflecting background agrochemical exposures and a low-exposure group, and two smaller clusters dominated by household and personal care products. No individual chemicals were significantly associated with eGFR. SHAP analysis identified phthalates, esters, organophosphates, and phenols as the most influential predictors of kidney function. Adolescents in this CKDu-endemic region experience heterogeneous chemical exposures. Frequently detected compounds with nephrotoxic potential, including pyrethroids, PAHs, phenols, and phthalates, warrant targeted investigation.

Authors

Institutions

Publication Details

Journal
Exposure and Health
Published
2026-03-09
DOI
https://doi.org/10.1007/s12403-026-00759-y
Primary Topic
Effects and risks of endocrine disrupting chemicals
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multichemical Exposure Assessment Using Silicone Wristbands in Central American Adolescents

Daniel R. Brooks, Dawn Friedman, Samantha Hall, Birgit Claus Henn et al.
Exposure and Health
Effects and risks of endocrine disrupting chemicals
article

Multichemical Exposure Assessment Using Silicone Wristbands in Central American Adolescents

Daniel R. Brooks, Dawn Friedman, Samantha Hall, Birgit Claus Henn, Madeleine K. Scammell, Juan José Amador Velázquez, S. Lori Brown, Damaris López Pilarte, Magaly Amador Sánchez, Yirong Yuan, Juan Amador Sánchez, Jessica H. Leibler
article en

Abstract

Chemical exposures are poorly characterized in Central America, where chronic kidney disease of uncertain etiology (CKDu) is a leading cause of death. Most research evaluates occupational exposures in adults, yet early-life exposures remain understudied. We used silicone wristband passive samplers to characterize exposure to over 1,500 chemicals among Nicaraguan adolescents (<i>n</i> = 80) residing in CKD high-risk communities but not engaged in agricultural work. We identified exposure profiles using k-means clustering and used LASSO logistic regression to identify predictors of low estimated glomerular filtration rate (eGFR). SHAP (SHapley Additive Explanations) values quantified individual chemical contributions to eGFR in a machine learning model. Of 130 detected chemicals, 21 (16.2%) were pesticides. Pyrethroids were detected on 93.8% of wristbands, most frequently cypermethrin-2 (88.8%) and ethofenprox (60.0%). Phthalates and musks, including bis(2-ethylhexyl) phthalate (DEHP, 98.8%), di-n-butyl phthalate (DnBP, 97.5%), and galaxolide (100%), were near ubiquitous. Esters included benzyl salicylate (97.5%) and ethylene brassylate (93.8%). Organophosphate triphenyl phosphate (TPP, 97.5%) and polyaromatic hydrocarbons (PAHs) pyrene (92.5%) and 2-methylphenanthrene (63.8%) reflected mixed consumer and environmental sources. K-means clustering identified four exposure profiles: two larger clusters reflecting background agrochemical exposures and a low-exposure group, and two smaller clusters dominated by household and personal care products. No individual chemicals were significantly associated with eGFR. SHAP analysis identified phthalates, esters, organophosphates, and phenols as the most influential predictors of kidney function. Adolescents in this CKDu-endemic region experience heterogeneous chemical exposures. Frequently detected compounds with nephrotoxic potential, including pyrethroids, PAHs, phenols, and phthalates, warrant targeted investigation.

Exposure and HealthVol. 18(2)
Boston University (US), Beth Israel Deaconess Medical Center (US), University of the Pacific (PE)
National Institutes of Health, National Institute of Environmental Health Sciences
Zero hunger
Openalex Percentile: Top 36%
Effects and risks of endocrine disrupting chemicals
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.