TY - JOUR
T1 - Chemical pollutant mixtures associated with metabolic health
T2 - Results from the European Health Examination Survey in Luxembourg
AU - Martínez-Gómez, Jesús
AU - Ciprián, Giovana M
AU - Le Coroller, Gwenaëlle
AU - Pexaras, Achilleas
AU - Fernández-Jiménez, Rodrigo
AU - Appenzeller, Brice M R
AU - Ruiz-Castell, Maria
N1 - Funding:
This research was funded by the National Research Fund (FNR),
Luxembourg (C17/BM/11653863/iMPACT.lu to MRC), the Ministry of
Higher Education and Research (MESR), Luxembourg. J.M-G is a
recipient of grant FPU21/04891 (Ayudas para la formaci´on de profesorado
universitario, FPU-2021) from the Ministerio de Educaci´on, Cultura y
Deporte and this work was possible thanks to the short-stay program
within the framework of the FPU grants (EST24/00675). RF-J is sup-
ported by the ISCIII (Project “PI22/01560”), funded by ISCIII and co-
funded by the European Union. The CNIC is supported by the Instituto
de Salud Carlos III (ISCIII), the Ministerio de Ciencia, Innovaci´on y Uni-
versidades (MCIUN) and the Pro CNIC Foundation and is a Severo Ochoa
Center of Excellence (grant CEX2020-001041-S funded by MICIN/
AEI/10.13039/501100011033).
Copyright © 2025 The Authors. Published by Elsevier B.V. All rights reserved.
PY - 2025/11/10
Y1 - 2025/11/10
N2 - Metabolic syndrome (MetS) and its components -central obesity, hypertriglyceridemia, reduced levels of serum high-density cholesterol (HDL-c), high blood pressure (BP), and hyperglycemia- are highly prevalent worldwide. Classical modifiable risk factors and environmental ones, such as exposure to pollutants can contribute to these high prevalence rates. We assessed whether exposure to pollutant mixtures was associated with MetS and its components, identifying key contributing pollutants. We analyzed data from 606 adults aged 25-64 from the European Health Examination Survey (2013-2015). Among 152 analyzed chemicals, 40 were present in over 50 % of the samples and classified as flame retardants, industrial wastes, and plastics (4), insecticides (17), herbicides (12), and fungicides (7). Using weighted quantile sum regressions, we estimated associations of groups of pollutants and the total mixture with metabolic outcomes. Exposure to insecticides was associated with high BP, hyperglycemia, and hypertriglyceridemia; herbicides with abdominal obesity; and fungicides with MetS, hyperglycemia, and hypertriglyceridemia. The total mixture increased the odds of all outcomes, except low HDL-c [average OR
MetS = 2.06 (5th PCT = 1.23); average OR
Abdominal obesity = 1.83 (5th PCT = 1.03); average OR
High BP = 2.42 (5th PCT = 1.42); average OR
Low HDL-c = 1.19 (5th PCT = 0.77); average OR
Hyperglycemia = 2.15 (5th PCT = 1.37); average OR
Hypertriglyceridemia = 1.89 (5th PCT = 1.10)]. Prosulfocarb was a probable contributor to the mixture effect on MetS and abdominal obesity, ClCF
3CA on hypertriglyceridemia, and PNP on high BP. In conclusion, chemical pollutants are more present in individuals with metabolic derangements, with potentially stronger effects when combined. Reducing pesticide use, promoting safer alternatives, and creating protocols/regulatory standards for multiple-exposure scenarios are crucial for public health.
AB - Metabolic syndrome (MetS) and its components -central obesity, hypertriglyceridemia, reduced levels of serum high-density cholesterol (HDL-c), high blood pressure (BP), and hyperglycemia- are highly prevalent worldwide. Classical modifiable risk factors and environmental ones, such as exposure to pollutants can contribute to these high prevalence rates. We assessed whether exposure to pollutant mixtures was associated with MetS and its components, identifying key contributing pollutants. We analyzed data from 606 adults aged 25-64 from the European Health Examination Survey (2013-2015). Among 152 analyzed chemicals, 40 were present in over 50 % of the samples and classified as flame retardants, industrial wastes, and plastics (4), insecticides (17), herbicides (12), and fungicides (7). Using weighted quantile sum regressions, we estimated associations of groups of pollutants and the total mixture with metabolic outcomes. Exposure to insecticides was associated with high BP, hyperglycemia, and hypertriglyceridemia; herbicides with abdominal obesity; and fungicides with MetS, hyperglycemia, and hypertriglyceridemia. The total mixture increased the odds of all outcomes, except low HDL-c [average OR
MetS = 2.06 (5th PCT = 1.23); average OR
Abdominal obesity = 1.83 (5th PCT = 1.03); average OR
High BP = 2.42 (5th PCT = 1.42); average OR
Low HDL-c = 1.19 (5th PCT = 0.77); average OR
Hyperglycemia = 2.15 (5th PCT = 1.37); average OR
Hypertriglyceridemia = 1.89 (5th PCT = 1.10)]. Prosulfocarb was a probable contributor to the mixture effect on MetS and abdominal obesity, ClCF
3CA on hypertriglyceridemia, and PNP on high BP. In conclusion, chemical pollutants are more present in individuals with metabolic derangements, with potentially stronger effects when combined. Reducing pesticide use, promoting safer alternatives, and creating protocols/regulatory standards for multiple-exposure scenarios are crucial for public health.
KW - Adult
KW - Environmental Exposure/statistics & numerical data
KW - Environmental Pollutants/adverse effects
KW - Female
KW - Flame Retardants
KW - Health Surveys
KW - Humans
KW - Luxembourg/epidemiology
KW - Male
KW - Metabolic Syndrome/epidemiology
KW - Middle Aged
UR - https://pubmed.ncbi.nlm.nih.gov/41075566/
U2 - 10.1016/j.scitotenv.2025.180691
DO - 10.1016/j.scitotenv.2025.180691
M3 - Article
C2 - 41075566
SN - 0048-9697
VL - 1003
JO - Science of the Total Environment
JF - Science of the Total Environment
M1 - 180691
ER -