1
|
Coradduzza D, Sanna A, Di Lorenzo B, Congiargiu A, Marra S, Cossu M, Tedde A, De Miglio MR, Zinellu A, Mangoni AA, Cogoni AA, Madonia M, Carru C, Medici S. Associations between plasma and urinary heavy metal concentrations and the risk of prostate cancer. Sci Rep 2025; 15:14274. [PMID: 40274938 DOI: 10.1038/s41598-025-97682-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2025] [Accepted: 04/07/2025] [Indexed: 04/26/2025] Open
Abstract
Prostate cancer is a leading cause of morbidity and mortality worldwide, with incidence rates projected to double between 2020 and 2040. This growing health challenge highlights the need for improved diagnostic strategies and risk assessment tools to better understand disease etiology and progression. Among environmental factors, heavy metals have been implicated in inflammation and carcinogenesis, yet their specific role in prostate disease remains insufficiently explored. This novel study analyses the relationship between heavy metal concentrations in plasma and urine of patients with benign prostatic hyperplasia, precancerous lesions and prostate cancer. In addition to evaluating key clinical parameters, including age, total PSA levels, hemoglobin concentrations and monocyte/lymphocyte ratio, it aims to determine whether specific heavy metals contribute to the progression of prostate disease and whether they can serve as potential biomarkers for early diagnosis. Our findings reveal significant differences in vanadium and antimony concentrations in plasma, suggesting a potential role in prostate disease pathophysiology. Notably, lower plasma antimony concentrations are associated with an increased risk of PC, while plasma vanadium concentrations are significantly higher in the PL group. Regression analysis further supports the association between heavy metal concentrations and the risk of PL and PC, highlighting the potential of vanadium and copper as biomarkers or therapeutic targets for prostate health. The study also explores the impact of lead exposure on prostate cancer risk, revealing a significant association between urine lead concentration and PC. These findings underscore the complex interaction between heavy metal concentrations and prostate disease risk, emphasizing the need for further research to elucidate underlying mechanisms and explore therapeutic interventions.
Collapse
Affiliation(s)
| | - Andrea Sanna
- SC Chimica Istituto Zooprofilattico Sperimentale della Sardegna, Via Duca degli Abruzzi, 8, 07100, Sassari, Italy
| | - Biagio Di Lorenzo
- Department of Biomedical Sciences, University of Sassari, 07100, Sassari, Italy
| | | | - Sonia Marra
- Department of Medicine, Surgery and Pharmacy, University of Sassari, Sassari, Italy
- Unit of Urology, University Hospital of Sassari (A.O.U. SS), Sassari, Italy
| | - Maurizio Cossu
- SC Chimica Istituto Zooprofilattico Sperimentale della Sardegna, Via Duca degli Abruzzi, 8, 07100, Sassari, Italy
| | - Alessandro Tedde
- Department of Medicine, Surgery and Pharmacy, University of Sassari, Sassari, Italy
- Unit of Urology, University Hospital of Sassari (A.O.U. SS), Sassari, Italy
| | | | - Angelo Zinellu
- Department of Biomedical Sciences, University of Sassari, 07100, Sassari, Italy
| | - Arduino A Mangoni
- Discipline of Clinical Pharmacology, Flinders University, Adelaide, Australia
| | - Alessio Aligio Cogoni
- Medical Oncology Department, Azienda Ospedaliero-Universitaria di Sassari, Sassari, Italy
| | - Massimo Madonia
- Department of Medicine, Surgery and Pharmacy, University of Sassari, Sassari, Italy
- Unit of Urology, University Hospital of Sassari (A.O.U. SS), Sassari, Italy
| | - Ciriaco Carru
- Department of Biomedical Sciences, University of Sassari, 07100, Sassari, Italy
- Medical Oncology Department, Azienda Ospedaliero-Universitaria di Sassari, Sassari, Italy
| | - Serenella Medici
- Department of Chemical, Physical, Mathematical and Natural Sciences, University of Sassari, 07100, Sassari, Italy.
| |
Collapse
|
2
|
Du N, Du M, Punshon T, Rosen R. Heavy metal exposures in aerodigestive clinic cohort of infants with reflux or dysphagia. Sci Rep 2025; 15:14068. [PMID: 40269050 DOI: 10.1038/s41598-025-98768-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Accepted: 04/14/2025] [Indexed: 04/25/2025] Open
Abstract
Infant cereals (rice/oatmeal), purees, and anti-reflux formulas are often first line treatments for thickening in infants with reflux and oropharyngeal dysphagia. However, there has been growing concern about heavy metal contamination, especially arsenic, in these commonly used thickeners. This is a particular concern in infants who may be more susceptible to heavy metal neurotoxicity. The study aimed to assess whether there are differences in heavy metal levels, particularly arsenic, in infants with reflux or oropharyngeal dysphagia while on different thickeners. We performed a single center study in infants (< 1 year of age) with diagnosis of reflux or oropharyngeal dysphagia who were seen between December 2021-2023. Participants submitted urine samples and completed dietary questionnaires to assess their elemental exposures. The primary outcome of interest was urinary arsenic concentrations, though other elements were also measured. Of the 56 infants, 27 were on gelmix® or purees, 19 were on Enfamil AR and 10 were on infant oatmeal/rice cereal as a thickener. The median total urinary arsenic concentration did not differ between groups (p = 0.086) and levels between groups were well below the Agency for Toxic Substances and Disease Registry (ATSDR)'s toxicity limits. Infants with higher number of servings of alternative arsenic sources via their solid food were more likely to have higher urinary arsenic level (p = 0.001), suggesting a potential need for the FDA to implement stricter food supply regulations. Only molybdenum had significant difference in levels between thickeners (p = 0.0012). Even in high-risk patients, urinary arsenic concentrations did not differ between thickener groups.
Collapse
Affiliation(s)
- Nan Du
- Division of Gastroenterology, Hepatology and Nutrition, Boston Children's Hospital, Boston, MA, USA.
| | - Maritha Du
- Division of Gastroenterology, Hepatology and Nutrition, Boston Children's Hospital, Boston, MA, USA
| | - Tracy Punshon
- Department of Biological Sciences, Dartmouth College, Hanover, NH, USA
| | - Rachel Rosen
- Division of Gastroenterology, Hepatology and Nutrition, Boston Children's Hospital, Boston, MA, USA
| |
Collapse
|
3
|
Morão IFC, Simões T, Casado RB, Vieira S, Ferreira-Airaud B, Caliani I, Di Noi A, Casini S, Fossi MC, Lemos MFL, Novais SC. Correlation between trace element concentrations in the blood of female hawksbill (Eretmochelys imbricata) and egg quality in nesting populations of São Tomé Island. ENVIRONMENTAL RESEARCH 2025:121594. [PMID: 40252795 DOI: 10.1016/j.envres.2025.121594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Revised: 03/24/2025] [Accepted: 04/09/2025] [Indexed: 04/21/2025]
Abstract
Metals and metalloids can pose a significant threat to sea turtles, as these contaminants tend to accumulate in their bodies over time, due to their long lifespans and varied feeding habits. São Tomé and Príncipe's archipelago hosts the last remaining rookery for hawksbill sea turtles (Eretmochelys imbricata) in the region. The study aimed to determine the levels of metals and metalloids accumulated by this population and to investigate their possible genotoxicity in nesting females' blood as well as potential effects on their eggs in terms of morphometric characteristics and the quality of their lipidic reserves, essential for embryo development. Higher levels of Hg were found to be correlated with increased "lobed-shaped nuclei" in erythrocyte counts, suggesting genotoxicity effects in this population. Higher levels of Se were correlated with thicker and heavier eggshells, while lead levels were associated with the reduction of the egg's diameter. Metal contamination in females' blood significantly affected yolk polar fatty acids. Significant negative correlations were found between general metal contamination (PLI) and saturated fatty acids (SFA), while positive correlations were observed for essential omega-6 fatty acids (n6), mostly influenced by Cu, Fe, and Hg concentrations. This suggests that these omega-6 fatty acids are being synthesized from SFA, potentially indicating stress response by metal exposure. The present results point to some potential alterations in the normal embryonic development of these turtle eggs, influenced by metal contamination, which should raise some concerns about the future of this critically endangered species and call for additional conservation efforts in the region.
Collapse
Affiliation(s)
- Inês F C Morão
- MARE - Marine and Environmental Sciences Centre & ARNET - Aquatic Research Network, ESTM, Politécnico de Leiria, Portugal; Faculdade de Ciências & CESAM, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal.
| | - Tiago Simões
- MARE - Marine and Environmental Sciences Centre & ARNET - Aquatic Research Network, ESTM, Politécnico de Leiria, Portugal
| | - Roger B Casado
- MARE - Marine and Environmental Sciences Centre & ARNET - Aquatic Research Network, ESTM, Politécnico de Leiria, Portugal
| | - Sara Vieira
- Associação Programa Tatô - Avenida Marginal 12 de Julho, Cidade de São Tomé, Ilha de São Tomé, República Democrática de São Tomé e Príncipe; Centro de Ciências do Mar (CCMAR), Universidade do Algarve, Campus de Gambelas, 8005-139 Faro, Portugal
| | - Betânia Ferreira-Airaud
- Associação Programa Tatô - Avenida Marginal 12 de Julho, Cidade de São Tomé, Ilha de São Tomé, República Democrática de São Tomé e Príncipe; Centro de Ciências do Mar (CCMAR), Universidade do Algarve, Campus de Gambelas, 8005-139 Faro, Portugal
| | - Ilaria Caliani
- Department of Physical, Earth and Environmental Sciences, University of Siena, via Mattioli, 4, 53100 Siena, Italy
| | - Agata Di Noi
- Department of Physical, Earth and Environmental Sciences, University of Siena, via Mattioli, 4, 53100 Siena, Italy; Santa Chiara Lab, University of Siena, via Valdimontone, 1, 53100 Siena, Italy
| | - Silvia Casini
- Department of Physical, Earth and Environmental Sciences, University of Siena, via Mattioli, 4, 53100 Siena, Italy; NBFC, National Biodiversity Future Center, Palermo, Italy
| | - Maria C Fossi
- Department of Physical, Earth and Environmental Sciences, University of Siena, via Mattioli, 4, 53100 Siena, Italy; NBFC, National Biodiversity Future Center, Palermo, Italy
| | - Marco F L Lemos
- MARE - Marine and Environmental Sciences Centre & ARNET - Aquatic Research Network, ESTM, Politécnico de Leiria, Portugal
| | - Sara C Novais
- MARE - Marine and Environmental Sciences Centre & ARNET - Aquatic Research Network, ESTM, Politécnico de Leiria, Portugal.
| |
Collapse
|
4
|
Anderson WA, Domingo-Relloso A, Galvez-Fernandez M, Schilling K, Glabonjat RA, Basu A, Nigra AE, Gutierrez OM, Scherzer R, Goldsmith J, Sarnak MJ, Bonventre JV, Kimmel PL, Vasan RS, Ix JH, Shlipak MG, Navas-Acien A. Uranium exposure and kidney tubule biomarkers in the Multi-Ethnic Study of Atherosclerosis (MESA). ENVIRONMENTAL RESEARCH 2025; 271:121060. [PMID: 39922262 PMCID: PMC11959630 DOI: 10.1016/j.envres.2025.121060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Revised: 01/31/2025] [Accepted: 02/05/2025] [Indexed: 02/10/2025]
Abstract
BACKGROUND Experimental studies indicate that uranium exposure is toxic to the kidney tubules. We evaluated the association of urinary uranium concentrations with biomarkers of tubule cell dysfunction (alpha-1-microglobulin [A1M], uromodulin [UMOD], epidermal growth factor [EGF]), and tubule cell injury (kidney injury molecule-1 [KIM-1], monocyte chemoattractant protein-1 [MCP-1], and chitinase-3-like protein 1 [YKL-40]), as well as with albuminuria and estimated glomerular filtration rate (eGFR) among participants in the Multi-Ethnic Study of Atherosclerosis (MESA). METHODS We conducted a cross-sectional study that included 461 participants selected for the absence of diabetes, chronic kidney disease (CKD), and cardiovascular disease, evaluated with six kidney tubule biomarker measurements. Urinary uranium concentrations were measured using inductively coupled plasma mass spectrometry in spot urine samples. Linear models were used to determine associations of urinary uranium concentrations with each kidney tubule biomarker, calculated by the geometric mean ratio (GMR), after adjustment for participant's urinary creatinine concentrations, age, sex, race/ethnicity, MESA field center, highest level of education completed, cigarette smoking status, alcohol consumption, body mass index (BMI), albuminuria levels, and eGFR. RESULTS Median (interquartile range) urinary uranium concentration was 5.2 (2.9, 10.4) ng/L, and mean (standard deviation) eGFR was 99 (16) mL/min/1.73 m2. The adjusted GMRs (95%CI) of KIM-1 and MCP-1 were 1.11 (1.01, 1.22) and 1.10 (1.01, 1.20), respectively per 7.5 ng/L (interquartile range) higher urinary uranium concentration, while no statistically significant associations were observed for YKL-40, A1M, UMOD, EGF, albuminuria, or eGFR. In flexible dose-response models, the associations were positive and largely linear between urinary uranium concentrations and higher KIM-1 and MCP-1. CONCLUSIONS Among healthy community-living individuals, chronic low-level uranium exposure, as measured in urine, was associated with markers of kidney tubule cell injury. Chronic low-level uranium exposure observed in contemporary US urban centers may adversely affect kidney tubule health and related outcomes.
Collapse
Affiliation(s)
- William A Anderson
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY, USA.
| | - Arce Domingo-Relloso
- Department of Biostatistics, Columbia University Mailman School of Public Health, New York, NY, USA
| | - Marta Galvez-Fernandez
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY, USA
| | - Kathrin Schilling
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY, USA
| | - Ronald A Glabonjat
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY, USA
| | - Anirban Basu
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY, USA
| | - Anne E Nigra
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY, USA
| | - Orlando M Gutierrez
- Department of Medicine and Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Rebecca Scherzer
- Kidney Health Research Collaborative, San Francisco Veterans Affairs Healthcare System, and Department of Medicine, University of California, San Francisco, CA, USA
| | - Jeff Goldsmith
- Department of Biostatistics, Columbia University Mailman School of Public Health, New York, NY, USA
| | - Mark J Sarnak
- Division of Nephrology, Department of Medicine, Tufts Medical Center, Boston, MA, USA
| | - Joseph V Bonventre
- Division of Renal Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Paul L Kimmel
- Division of Kidney, Urologic, and Hematologic Diseases, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Ramachandran S Vasan
- University of Texas School of Public Health and University of Texas Health Sciences Center, San Antonio, TX, USA; Section of Preventive Medicine and Epidemiology, Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Joachim H Ix
- Division of Nephrology-Hypertension, Department of Medicine, University of California San Diego, and Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
| | - Michael G Shlipak
- Kidney Health Research Collaborative, San Francisco Veterans Affairs Healthcare System, and Department of Medicine, University of California, San Francisco, CA, USA
| | - Ana Navas-Acien
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, NY, USA
| |
Collapse
|
5
|
Li Z, Lin Y, Wang W, Xie M, Jiang Y, Wang Z, Huang X, Zhang Q. Association between mixture exposure to metals in urine and cognitive function in older adults in the United States: NHANES 2011-2014. J Trace Elem Med Biol 2025; 89:127643. [PMID: 40245653 DOI: 10.1016/j.jtemb.2025.127643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 03/22/2025] [Accepted: 04/03/2025] [Indexed: 04/19/2025]
Abstract
AIMS The effects of exposure to individual metals on cognitive function have been widely reported, but research on the effects of metal mixtures is rare. This study aims to investigate the association of exposure to both individual metals and multiple metals in urine on cognitive function in US elderly. METHODS Data derived from the National Health and Nutrition Examination Survey 2011-2014 were utilized in this cross-sectional study. A total of 13 urinary metals were determined using inductively coupled plasma mass spectrometry. Cognitive function assessments included the Consortium to Establish a Registry for Alzheimer's Disease (CERAD) word learning test, the CERAD word recall test, the animal fluency test, and the Digit Symbol Substitution test (DSST). To assess the relationships between multiple metal exposures and cognitive performance, linear regression and Bayesian kernel machine regression (BKMR) and the weighted quantile sum (WQS) regression models were employed. RESULTS A total of 1018 older adults were included. The participants' mean scores on the CERAD word learning test, the CERAD word recall test, the animal fluency test, and the DSST were 19.04 ± 4.62, 5.96 ± 2.30, 16.71 ± 5.57 and 45.56 ± 17.07, respectively. There were 10 metals with detection rates higher than 80 %. The linear regression model revealed that higher levels of barium (Ba), cadmium (Cd), lead (Pb), and tungsten (W) were associated with a decline in cognitive function scores. Conversely, increased levels of molybdenum (Mo), cobalt (Co), strontium (Sr), and thallium (Tl) were associated with improved cognitive function scores. Furthermore, BKMR model demonstrated that the slope of the dose-response curve between Mo and animal fluency test score decreased with increasing concentrations of Cd, suggesting an interaction effect of Mo and Cd exposure on cognitive function. WQS regression model demonstrated a significant negative association between exposure to metal mixtures and DSST score (β=-2.42, p < 0.001). CONCLUSIONS Our study suggests significant associations between several metals, such as Ba, Cd, Pb, W, Mo, Co, Sr and Tl, and cognitive function in older adults. Moreover, there is an interaction between Mo and Cd on cognitive function under metal co-exposure conditions. Prospective studies are needed to confirm the potential causal relationship.
Collapse
Affiliation(s)
- Zihan Li
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian 350122, China
| | - Yuxin Lin
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian 350122, China
| | - Weikang Wang
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian 350122, China
| | - Manling Xie
- Laboratory Center, The Major Subject of Environment and Health of Fujian Key Universities, School of Public Health, Fujian Medical University, Fuzhou 350122, China
| | - Yixian Jiang
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian 350122, China
| | - Zheng Wang
- Department of Thyroid and Breast Surgery, Yijishan Hospital of Wannan Medical College, Wuhu, Anhui 241001, China.
| | - Xiao Huang
- Department of Health Management, School of Health Management, Fujian Medical University, Fuzhou, Fujian 350122, China.
| | - Qian Zhang
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian 350122, China.
| |
Collapse
|
6
|
Choi S, Kim MJ, Kang S, Moon MK, Lee G, Lee I, Choi K, Cho NH, Park YJ, Park J. Urinary trace elements and thyroid nodule formation in a longitudinal cohort of older women: Findings from KoGES. J Trace Elem Med Biol 2025; 88:127622. [PMID: 39999676 DOI: 10.1016/j.jtemb.2025.127622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2024] [Revised: 02/10/2025] [Accepted: 02/13/2025] [Indexed: 02/27/2025]
Abstract
Thyroid nodules are common in older populations, but the role of trace elements in their development and growth remains unclear. Previous studies have reported inconsistent findings regarding the association between trace elements and thyroid nodules. This study investigated the associations between urinary concentrations of various trace elements and the prevalence and incidence of thyroid nodules in older women, a population at higher risk for thyroid disorders. Cross-sectional and longitudinal analyses were conducted using data from 653 women aged 60 years and older in the Ansung cohort of the Korean Genome and Epidemiology Study (KoGES). Urinary concentrations of 18 elements were analyzed using inductively coupled plasma mass spectrometry (ICP-MS), and mercury was analyzed using a Direct Mercury Analyzer (DMA). Logistic regression was used to assess associations between trace element exposure and thyroid nodule prevalence, stratified by nodule size (3.0-4.9 mm, 5.0-9.9 mm, and ≥10.0 mm). Higher urinary concentrations of Mn (OR 2.04; 95 % CI, 1.27-3.28), Cu (OR 1.71; 95 % CI, 1.08-2.72), and Co (OR 1.48; 95 % CI, 0.94-2.31) were significantly associated with larger thyroid nodules (≥10.0 mm). Zinc (OR 1.33; 95 % CI, 0.84-2.11) showed a weaker but positive association with larger nodules, while uranium exposure was notably linked to the development of new nodules during follow-up (OR 7.70; 95 % CI, 1.56-38.10 for nodules ≥5.0 mm). The findings suggest that trace elements, particularly Mn, Cu, Co, Zn, and U, may contribute to the formation and growth of thyroid nodules in older women. Future research should investigate the underlying mechanisms and expand to other populations to better understand these associations.
Collapse
Affiliation(s)
- Sohyeon Choi
- Department of Environmental Health Sciences, Soonchunhyang University, Asan, Republic of Korea
| | - Min Joo Kim
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea; Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea.
| | - Sunyoung Kang
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Internal Medicine, Hyemin Hospital, Seoul, Republic of Korea
| | - Min Kyong Moon
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea; Division of Endocrinology, Department of Internal Medicine, Seoul National University Boramae Medical Center, Seoul, Republic of Korea
| | - Gowoon Lee
- Department of Safety Engineering, Korea National University of Transportation, Chungbuk, Republic of Korea
| | - Inae Lee
- Department of Public Health, Keimyung University, Daegu, Republic of Korea
| | - Kyungho Choi
- Graduate School of Public Health, Seoul National University, Seoul, Republic of Korea
| | - Nam H Cho
- Department of Preventive Medicine, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Young Joo Park
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, Republic of Korea
| | - Jeongim Park
- Department of Environmental Health Sciences, Soonchunhyang University, Asan, Republic of Korea.
| |
Collapse
|
7
|
Geller RJ, Wesselink AK, Claus Henn B, Upson K, Vinceti M, Harmon QE, Baird DD, Wegienka G, Wise LA. A Prospective Ultrasound Study of Whole Blood Metals and Incidence of Uterine Leiomyomata. ENVIRONMENTAL HEALTH PERSPECTIVES 2025; 133:47012. [PMID: 40063901 DOI: 10.1289/ehp15218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/26/2025]
Abstract
BACKGROUND Uterine leiomyomata (UL), hormone-dependent neoplasms, are a major source of gynecologic morbidity. Metals are hypothesized to influence UL risk through endocrine disruption, and their effects may vary by vitamin D status. OBJECTIVE We estimated associations of a metal mixture with incident UL, overall and by vitamin D status. METHODS We analyzed data from the Study of Environment, Lifestyle and Fibroids, a Detroit-area prospective cohort study of 1,693 black women 23-35 years of age. We measured concentrations of 17 metals/metalloids in whole blood and 25-hydroxyvitamin D [25(OH)D] in serum collected at baseline (2010-2012). Participants underwent ultrasonography at baseline and after 20 months to detect UL. We used Bayesian kernel machine regression to estimate adjusted associations (β ) of the metal mixture with probit of incident UL. We also ran Cox regression models with interaction terms to estimate incidence rate ratios (IRR) by vitamin D status. RESULTS Among 1,132 UL-free participants at baseline, 832 (73%) had vitamin D deficiency [25(OH)D < 20 ng / mL ] and 117 (10%) developed UL within 20 months. Increasing all metals from their 50th to 75th percentiles was weakly positively associated with UL overall [β = 0.06 ; 95% credible interval (CrI): - 0.03 , 0.16] and among vitamin D-deficient participants (β = 0.13 ; 95% CrI: 0.01, 0.24), driven by cadmium (overall and vitamin D-deficient) and mercury (vitamin D-deficient only). Increasing cadmium from its 25th to 75th percentile was positively associated with UL overall (β = 0.03 ; 95% CrI: - 0.05 , 0.11) and among vitamin D-deficient participants (β = 0.13 , 95% CrI: 0.02, 0.24). In Cox models, cadmium [IRR = 1.55 ; 95% confidence interval (CI): 1.07, 2.24, per 1-unit increase in standardized concentration] and mercury (IRR = 1.38 ; 95% CI: 0.99, 1.92) were positively associated with UL among vitamin D-deficient participants. DISCUSSION The metal mixture was positively associated with incident UL, but the association was weak and imprecise. We observed a stronger association among vitamin D-deficient participants that was driven by cadmium and mercury. https://doi.org/10.1289/EHP15218.
Collapse
Affiliation(s)
- Ruth J Geller
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Amelia K Wesselink
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Birgit Claus Henn
- Department of Environmental Health, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Kristen Upson
- Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, Michigan, USA
| | - Marco Vinceti
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia Medical School, Modena, Italy
| | - Quaker E Harmon
- Epidemiology Branch, National Institute of Environmental Health Sciences, Durham, North Carolina, USA
| | - Donna D Baird
- Epidemiology Branch, National Institute of Environmental Health Sciences, Durham, North Carolina, USA
| | - Ganesa Wegienka
- Department of Public Health Sciences, Henry Ford Health, Detroit, Michigan, USA
| | - Lauren A Wise
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
| |
Collapse
|
8
|
Manietta L, Drake W, Jayawardene W. Comparative Analysis of Inflammatory and Heavy Metal Biomarkers in Exclusive E-Cigarette Users, Combustible Tobacco Users, and Non-Users Aged 18-30: A Cross-Sectional NHANES Analysis. J Xenobiot 2025; 15:53. [PMID: 40278158 DOI: 10.3390/jox15020053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2025] [Revised: 03/28/2025] [Accepted: 03/31/2025] [Indexed: 04/26/2025] Open
Abstract
While cigarette smoking has declined, e-cigarette use among young adults has increased in the USA. This cross-sectional study compared complete blood counts, C-reactive protein, and select blood metals (lead, cadmium, mercury, selenium, manganese) among exclusive combustible tobacco users, exclusive e-cigarette users, and non-users using NHANES data from 2013-2023 in the USA. The goal of this study was to compare biomarker data from e-cigarette users and combustible tobacco users to that of non-users. Among 756 participants aged 18-30, 229 reported no tobacco use, 74 used only e-cigarettes, and 453 smoked only combustible tobacco. Survey-weighted analyses adjusted for age, sex, race/ethnicity, and body mass index revealed that exclusive combustible use was associated with significantly elevated white blood cell counts, hemoglobin, hematocrit, mean corpuscular volume, lymphocytes, monocytes, neutrophils, and higher blood lead and cadmium. E-cigarette-only use showed fewer deviations overall but included higher mean corpuscular hemoglobin concentration and lower cadmium, selenium, and methyl mercury relative to non-users. Neither group differed significantly in red blood cell count or C-reactive protein, and inorganic/ethyl mercury and manganese levels were largely unchanged. These findings underscore pronounced hematologic and metal-related alterations in combustible tobacco users and fewer, but not negligible, changes among e-cigarette users. Further research is needed to determine the long-term health implications of exclusive e-cigarette use, including potential impacts on antioxidant micronutrient levels.
Collapse
Affiliation(s)
| | | | - Wasantha Jayawardene
- Department of Public Health, School of Human Sciences, Southern Illinois University-Carbondale, Carbondale, IL 62901, USA
| |
Collapse
|
9
|
Jang DG, Dou JF, Koubek EJ, Teener S, Zhou L, Bakulski KM, Mukherjee B, Batterman SA, Feldman EL, Goutman SA. Multiple metal exposures associate with higher amyotrophic lateral sclerosis risk and mortality independent of genetic risk and correlate to self-reported exposures: a case-control study. J Neurol Neurosurg Psychiatry 2025; 96:329-339. [PMID: 39107037 DOI: 10.1136/jnnp-2024-333978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 07/15/2024] [Indexed: 08/09/2024]
Abstract
BACKGROUND The pathogenesis of amyotrophic lateral sclerosis (ALS) involves both genetic and environmental factors. This study investigates associations between metal measures in plasma and urine, ALS risk and survival and exposure sources. METHODS Participants with and without ALS from Michigan provided plasma and urine samples for metal measurement via inductively coupled plasma mass spectrometry. ORs and HRs for each metal were computed using risk and survival models. Environmental risk scores (ERS) were created to evaluate the association between exposure mixtures and ALS risk and survival and exposure source. ALS (ALS-PGS) and metal (metal-PGS) polygenic risk scores were constructed from an independent genome-wide association study and relevant literature-selected single-nucleotide polymorphisms. RESULTS Plasma and urine samples from 454 ALS and 294 control participants were analysed. Elevated levels of individual metals, including copper, selenium and zinc, significantly associated with ALS risk and survival. ERS representing metal mixtures strongly associated with ALS risk (plasma, OR=2.95, CI=2.38-3.62, p<0.001; urine, OR=3.10, CI=2.43-3.97, p<0.001) and poorer ALS survival (plasma, HR=1.37, CI=1.20-1.58, p<0.001; urine, HR=1.44, CI=1.23-1.67, p<0.001). Addition of the ALS-PGS or metal-PGS did not alter the significance of metals with ALS risk and survival. Occupations with high potential of metal exposure associated with elevated ERS. Additionally, occupational and non-occupational metal exposures were associated with measured plasma and urine metals. CONCLUSION Metals in plasma and urine associated with increased ALS risk and reduced survival, independent of genetic risk, and correlated with occupational and non-occupational metal exposures. These data underscore the significance of metal exposure in ALS risk and progression.
Collapse
Affiliation(s)
- Dae-Gyu Jang
- Department of Neurology, University of Michigan, Ann Arbor, Michigan, USA
- NeuroNetwork for Emerging Therapies, University of Michigan, Ann Arbor, Michigan, USA
| | - John F Dou
- Department of Epidemiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Emily J Koubek
- Department of Neurology, University of Michigan, Ann Arbor, Michigan, USA
- NeuroNetwork for Emerging Therapies, University of Michigan, Ann Arbor, Michigan, USA
| | - Samuel Teener
- Department of Neurology, University of Michigan, Ann Arbor, Michigan, USA
- NeuroNetwork for Emerging Therapies, University of Michigan, Ann Arbor, Michigan, USA
| | - Lili Zhou
- Department of Biostatistics, Corewell Health, Royal Oak, Michigan, USA
| | - Kelly M Bakulski
- Department of Epidemiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Bhramar Mukherjee
- Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, USA
| | - Stuart A Batterman
- Department of Environmental Health Sciences, University of Michigan, Ann Arbor, Michigan, USA
| | - Eva L Feldman
- Department of Neurology, University of Michigan, Ann Arbor, Michigan, USA
- NeuroNetwork for Emerging Therapies, University of Michigan, Ann Arbor, Michigan, USA
| | - Stephen A Goutman
- Department of Neurology, University of Michigan, Ann Arbor, Michigan, USA
- NeuroNetwork for Emerging Therapies, University of Michigan, Ann Arbor, Michigan, USA
| |
Collapse
|
10
|
Zheng X, Zhou W, Jiang Z, Ding C, Feng M, Li Y, Kurniasari F, Xie S, Xu H. Independent and Combined Associations of Urinary Heavy Metal Exposures with Serum α-Klotho in Middle-Aged and Older Adults. TOXICS 2025; 13:237. [PMID: 40278553 DOI: 10.3390/toxics13040237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2025] [Revised: 03/21/2025] [Accepted: 03/23/2025] [Indexed: 04/26/2025]
Abstract
α-Klotho is an anti-aging protein linked to various age-related diseases. Environmental metal exposure has been associated with oxidative stress and aging, but its effect on α-Klotho levels remains unclear. This study investigated the relationship between urinary metal concentrations and serum α-Klotho levels using data from the National Health and Nutrition Examination Survey (NHANES) 2007-2016 cycles. A total of 4071 adults aged 40 to 79 years were included in the analysis. After adjusting for potential confounders, positive associations were found between serum α-Klotho levels and barium (Ba), cesium (Cs), and molybdenum (Mo), while tungsten (W) and uranium (U) were negatively correlated with α-Klotho levels. The combined effects of multiple metals were further analyzed using the qgcomp model, which demonstrated a negative correlation between increased metal mixtures and serum α-Klotho levels. Specifically, U, total arsenic (t-As), W, cadmium (Cd), antimony (Sb), and lead (Pb) contributed to the reduction of α-Klotho levels, while Ba, Cs, dimethylarsinic acid (DMA), Mo, thallium (Tl), and cobalt (Co) were positively associated with α-Klotho levels. These findings suggest that exposure to certain metals, particularly in combination, may reduce serum α-Klotho levels, potentially accelerating aging processes. Further studies should investigate the underlying mechanisms responsible for these associations.
Collapse
Affiliation(s)
- Xinliang Zheng
- School of Public Health, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, 182 Tianmushan Road, Xihu District, Hangzhou 310013, China
| | - Wenxin Zhou
- School of Public Health, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, 182 Tianmushan Road, Xihu District, Hangzhou 310013, China
| | - Zhuoying Jiang
- School of Public Health, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, 182 Tianmushan Road, Xihu District, Hangzhou 310013, China
| | - Chan Ding
- School of Public Health, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, 182 Tianmushan Road, Xihu District, Hangzhou 310013, China
| | - Minqian Feng
- School of Public Health, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, 182 Tianmushan Road, Xihu District, Hangzhou 310013, China
| | - Yongxin Li
- School of Public Health, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, 182 Tianmushan Road, Xihu District, Hangzhou 310013, China
| | - Fitri Kurniasari
- Department of Environmental Health, Faculty of Public Health, University of Indonesia, Depok 16424, West Java, Indonesia
| | - Shuanghua Xie
- Department of Central Laboratory, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing 100026, China
| | - Huadong Xu
- School of Public Health, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, 182 Tianmushan Road, Xihu District, Hangzhou 310013, China
| |
Collapse
|
11
|
Chi HB, Tang JJ, Fan XY, Zhang HW, Tang F, Lin XS, Yang BR, Li N, Guo J, Wu LAS, Huang QQ, Xia YY. Single- and combined-heavy metals/metalloids exposures are associated with infertility in US women aged 20-44: NHANES 2013-2020 analysis. Reprod Toxicol 2025; 132:108851. [PMID: 39900206 DOI: 10.1016/j.reprotox.2025.108851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Revised: 01/24/2025] [Accepted: 01/31/2025] [Indexed: 02/05/2025]
Abstract
Infertility is a major medical and social issue, with environmental factors, including metal exposure, playing a crucial role. This study analyzes how individual metals and their mixtures, which include a selection of heavy metals and metalloids totaling sixteen metals, contribute to infertility risk, using data from the National Health and Nutrition Examination Surveys. The study included 1326 women aged 20-44 years, comprising 1145 classified as fertile and 181 as infertile, with data on reproductive questionnaires and covariates. Infertility was defined through self-reported data. To assess the associations between exposure to these elements and infertility risk, we employed logistic regression, principal component analysis (PCA), restricted cubic splines (RCS), quantile regression with group-specific combination (qgcomp), and bayesian kernel machine regression (BKMR). After adjusting for potential confounders, logistic regression revealed positive associations of blood manganese (BMn) and urinary tin (USn) with infertility, whereas serum selenium (SSe) was negatively associated. RCS analysis demonstrated nonlinear relationships between urinary barium (UBa), urinary molybdenum (UMo), and urinary antimony (USb) and infertility. Potential interactions were identified between the following metal pairs: UMo and urinary cadmium, USb and UBa, and USb and UMo. PCA identified a positive association between PC3 and infertility (OR = 1.17, 95 % CI: 1.00, 1.36). The qgcomp model also indicated a positive association between metal mixtures and female infertility (OR = 1.25, 95 % CI: 1.03, 1.52). In conclusion, this study highlights significant associations between exposure to specific metals and infertility risk among women of reproductive age.
Collapse
Affiliation(s)
- He-Bin Chi
- School of Public Health, Chongqing Medical University, Chongqing 400016, China
| | - Jia-Jia Tang
- School of Public Health, Chongqing Medical University, Chongqing 400016, China
| | - Xiao-Yuan Fan
- School of Public Health, Chongqing Medical University, Chongqing 400016, China
| | - Han-Wen Zhang
- Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400042, China
| | - Feng Tang
- School of Public Health, Chongqing Medical University, Chongqing 400016, China
| | - Xian-Shu Lin
- School of Public Health, Chongqing Medical University, Chongqing 400016, China
| | - Bing-Rui Yang
- School of Public Health, Chongqing Medical University, Chongqing 400016, China
| | - Na Li
- School of Public Health, Chongqing Medical University, Chongqing 400016, China
| | - Jun Guo
- School of Public Health, Chongqing Medical University, Chongqing 400016, China
| | - Li-An-Sheng Wu
- School of Public Health, Chongqing Medical University, Chongqing 400016, China
| | - Qiu-Qi Huang
- School of Public Health, Chongqing Medical University, Chongqing 400016, China.
| | - Yin-Yin Xia
- School of Public Health, Chongqing Medical University, Chongqing 400016, China.
| |
Collapse
|
12
|
Li F, Su L, Shao R, Luo J, Chen Y, Huang Y, Wei M, Zhang J, Gao Y, Ma K, Liu X, Xi W, Gao S. Selenium Status Associates with Thyroid Hormone and Thyroid Dysfunction in Older Chinese Adults. Biol Trace Elem Res 2025; 203:1413-1421. [PMID: 38907121 DOI: 10.1007/s12011-024-04286-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 06/18/2024] [Indexed: 06/23/2024]
Abstract
Selenium (Se) is physiologically essential for thyroid function. However, epidemiological studies on the association between Se status and thyroid function are limited and the results are inconsistent. Therefore, we explored this association in an elderly Chinese population sample. Participants in the cross-sectional study were people aged 65 years or older who provided fingernail and whole blood samples. Hyperthyroidism and hypothyroidism were defined by serum thyroid hormones concentrations, including thyroid stimulating hormone (TSH), total triiodothyronine (TT3), total thyroxine (TT4), free thyroxine (FT3), and free thyrotropin (FT4). Significant positive association was observed between whole blood and fingernail Se concentrations (r = 0.672, P < 0.001). Compared with the lowest Se quartile (Q1), the other fingernail Se quartile groups had lower TSH, higher FT3 and FT4 levels, and Q2 had higher TT3 levels after adjusting for covariates; the other whole blood Se quartile groups had lower TSH levels, Q2 had higher FT3, FT4 and TT3 levels, Q3 had higher FT3 levels, and Q4 had higher FT4 levels after adjusting for covariates. Compared with Q1, the adjusted odds ratios (OR) and 95% confidence intervals (95%CIs) of hypothyroidism for Q4 of whole blood Se was 0.141 (0.029,0.675), and the adjusted OR (95%CIs) of hyperthyroidism for Q2 and Q3 of fingernail Se were 4.121 (1.233,13.733) and 3.614 (1.095,11.926). Higher Se levels were significantly associated with lower TSH levels and higher levels of TT3, FT3 and FT4. Meanwhile, higher Se levels were associated with lower risk of hypothyroidism and higher risk of hyperthyroidism.
Collapse
Affiliation(s)
- Feng Li
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, 100050, China
| | - Liqin Su
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, 100050, China.
| | - Ranqi Shao
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, 100050, China
| | - Jiao Luo
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, 100050, China
| | - Yi Chen
- Qionglai Center for Disease Control and Prevention, Chengdu, 611530, China
| | - Yifeng Huang
- Gaomi Center for Disease Control and Prevention, Weifang, 261500, China
| | - Minghai Wei
- Jiange Center for Disease Control and Prevention, Guangyuan, 628317, China
| | - Jiliang Zhang
- Zichuan Center for Disease Control and Prevention, Zibo, 255100, China
| | - Yumei Gao
- Zichuan Center for Disease Control and Prevention, Zibo, 255100, China
| | - Kui Ma
- Hubei Provincial Center for Disease Control and Prevention, Wuhan, 430079, China
| | - Xiyao Liu
- National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, Key Laboratory of Trace Element Nutrition, National Health Commission of the People's Republic of China, Beijing, 100050, China
| | - Weihao Xi
- China CDC Key Laboratory of Environment and Population Health, National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, 100050, China
| | - Sujuan Gao
- Department of Biostatistics, Indiana University School of Medicine, Indianapolis, IN, 46202-2872, USA
| |
Collapse
|
13
|
Śniadach J, Kicman A, Michalska-Falkowska A, Jończyk K, Waszkiewicz N. Changes in Concentration of Selected Biomarkers of Exposure in Users of Classic Cigarettes, E-Cigarettes, and Heated Tobacco Products-A Narrative Review. Int J Mol Sci 2025; 26:1796. [PMID: 40076424 PMCID: PMC11898610 DOI: 10.3390/ijms26051796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2025] [Revised: 02/15/2025] [Accepted: 02/18/2025] [Indexed: 03/14/2025] Open
Abstract
Currently, the number of e-cigarette and heated tobacco product (HTP) users are steadily increasing, while the number of classic cigarette users are decreasing. The effects of smoking classic cigarettes on human health have been thoroughly described in the literature, but the negative health effects of e-cigarettes and HTPs on the human body are not clearly defined. Among users of different forms of tobacco, those at a particularly high risk of developing particular disease entities should be identified, allowing for the faster implementation of potential treatments, including psychotherapeutic ones. Biomarkers are used for this purpose. This paper summarizes the potential of these compounds from the different exposure groups of classic cigarettes, e-cigarettes, and HTPs, and presents changes in their concentrations in the body fluids of different tobacco users. This review discusses the impact of tobacco use in relation to levels of the following biomarkers: TNF-α, IL-1β, IL-6, IL-8, IL-17, IFN-γ, IL-10, IL-4, Il-13, TGF-β, VEGF EGF, HGF, BDNF, MMP-9, CRP, microplastics, and selected parameters of oxidative stress. This review also includes suggested forms of treatment, including Tobacco Product Use Reduction Programs, to minimize the potential negative effects of the above-mentioned products.
Collapse
Affiliation(s)
- Justyna Śniadach
- Department of Psychiatry, The Faculty of Medicine, Medical University of Bialystok, 15-272 Bialystok, Poland;
| | - Aleksandra Kicman
- Department of Aesthetic Medicine, The Faculty of Pharmacy, Medical University of Bialystok, 15-267 Bialystok, Poland;
| | | | - Kamila Jończyk
- Department of Psychiatry, The Faculty of Medicine, Medical University of Bialystok, 15-272 Bialystok, Poland;
| | - Napoleon Waszkiewicz
- Department of Psychiatry, The Faculty of Medicine, Medical University of Bialystok, 15-272 Bialystok, Poland;
| |
Collapse
|
14
|
Shilnikova N, Momoli F, Karyakina N, Krewski D. Review of non-invasive biomarkers as a tool for exposure characterization in human health risk assessments. JOURNAL OF TOXICOLOGY AND ENVIRONMENTAL HEALTH. PART B, CRITICAL REVIEWS 2025; 28:122-150. [PMID: 39607011 DOI: 10.1080/10937404.2024.2428206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Blood and urine are historically the most frequent matrices used for measuring chemical levels in human biomonitoring studies. As biomonitoring programs are refreshed, consideration of specific priority substances and specific population targets provide opportunities for inclusion of alternative non- or minimally invasive matrices. This review describes methods used in health risk assessment to characterize exposure and risk based upon biomarkers from noninvasive matrices other than urine or blood, including human milk, hair, fingernails, toenails, exhaled breath, deciduous teeth, sweat, semen, meconium, and feces. Illustrative examples of these methods relevant to chemical management are provided. This review suggests that, although these alternative noninvasive biomarkers are not frequently used in human health risk assessment at present, these biomarkers may prove useful in (1) characterizing exposure and health risk in vulnerable populations, (2) cumulative risk assessments, and (3) community-based risk assessments, depending upon the substance of concern. To incorporate alternative noninvasive biomarkers into human health risk assessments with confidence, more research is needed to improve our knowledge of the relationships between external dose, internal dose, and biologic consequent effects in matrices other than blood and urine.
Collapse
Affiliation(s)
- N Shilnikova
- Risk Sciences International, Ottawa, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Canada
| | - F Momoli
- Risk Sciences International, Ottawa, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Canada
| | - N Karyakina
- Risk Sciences International, Ottawa, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Canada
| | - D Krewski
- Risk Sciences International, Ottawa, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Canada
| |
Collapse
|
15
|
Scudiero R, Chianese T, Cretì P, Rosati L. Risk Assessment Arising from the Exposure of Terrestrial Vertebrates to Soil Contamination: Learning from Field Lizards of the Podarcis Genus. J Xenobiot 2025; 15:21. [PMID: 39997364 PMCID: PMC11855989 DOI: 10.3390/jox15010021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2024] [Revised: 01/14/2025] [Accepted: 01/30/2025] [Indexed: 02/26/2025] Open
Abstract
The soil environment has been considered capable of storing toxic substances without serious consequences for the inhabitants since plants are able to bioaccumulate pollutants without compromising their survival. The application of chemicals to increase soil productivity and the dumping of waste have worsened soil quality. Recently, following a greater awareness of the importance of monitoring the damage deriving from the consumption of contaminated crops for humans and of the protection of biodiversity, studies aimed at identifying the effects of soil contamination on terrestrial animals have increased considerably. Studies using field lizards as model organisms fit into this scenario; this research has shed light on the uptake, accumulation, and toxicity of soil pollutants on reptiles. This review summarizes data collected on lizards of the Podarcis genus, a group of resilient wild species capable of living in both pristine and anthropized areas; the data reveal that many of the effects recorded in lizard tissues at the molecular, biochemical, and histological levels are independent of the chemical composition of the contaminants and are mostly linked to the type of cellular response. Overall, these studies confirm Podarcis lizards as a good model system in ecotoxicological and cytotoxicological research, providing an accurate description of the effects of pollutants, clarifying the defense mechanisms activated in relation to different exposure routes and, finally, providing predictive information on the risks faced by other animals. Since the effects recorded in lizards have often also been observed in mammals, it can be concluded that the results obtained from studies on these animals can be translated to other terrestrial vertebrates, including mammals.
Collapse
Affiliation(s)
- Rosaria Scudiero
- Department of Biology, University of Naples Federico II, Via Cinthia, 80126 Napoli, Italy; (T.C.); (L.R.)
| | - Teresa Chianese
- Department of Biology, University of Naples Federico II, Via Cinthia, 80126 Napoli, Italy; (T.C.); (L.R.)
| | - Patrizia Cretì
- Department of Biological and Environmental Sciences and Technologies, University of Salento, Via Monteroni, 73100 Lecce, Italy;
| | - Luigi Rosati
- Department of Biology, University of Naples Federico II, Via Cinthia, 80126 Napoli, Italy; (T.C.); (L.R.)
| |
Collapse
|
16
|
Guo T, Najafi ML, Zhang J. A systematic review of exposure to toxic elements and neurocognitive development in children. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2025; 291:117792. [PMID: 39933231 DOI: 10.1016/j.ecoenv.2025.117792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Revised: 01/20/2025] [Accepted: 01/21/2025] [Indexed: 02/13/2025]
Abstract
Exposure to potentially toxic elements (PTEs) has been implicated in neurodevelopmental disorders and cognitive deficits in children. However, the extent of this association and the underlying mechanisms remain poorly understood. The objective of this systematic review is to consolidate the current body of research concerning the connection between exposure to PTEs and the neurocognitive development of children. Adhering strictly to the MOOSE guidelines, the methodological framework of this review was meticulously structured. A comprehensive and thorough search strategy was implemented across Web of Science and PubMed, with a specific focus on articles published in English up to April 15, 2024. The assessment of the identified studies was systematically carried out using the evaluation method described by Gascon et al. in 2016. Fifteen studies meeting the inclusion criteria were ultimately incorporated into the review. These studies collectively involved 8391 participants and utilized various methodologies to assess exposure to PTEs and neurodevelopmental outcomes in children. Findings from the reviewed studies suggest that exposure to PTEs such as lead, arsenic, mercury, and fluoride may be associated with adverse effects on neurocognitive development, including deficits in IQ, attention, memory, and behavioral problems. Despite the limitations of the existing literature, including study design constraints and geographic disparities, the findings highlight the need for continued research to better understand the impact of PTEs on neurocognitive development in children. Future research should employ longitudinal designs, utilize alternative biomarkers for exposure assessment, consider exposure pathways and sources, investigate cumulative effects of multiple PTEs, and ensure broader geographical representation.
Collapse
Affiliation(s)
- Tingyi Guo
- Department of Pediatrics, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Moslem Lari Najafi
- Pharmaceutical Sciences and Cosmetic Products Research Center, Kerman University of Medical Sciences, Kerman, Iran.
| | - Junmei Zhang
- Department of Pediatrics, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China.
| |
Collapse
|
17
|
Zwolak I. Disentangling the role of selenium in antagonizing the toxicity of arsenic and cadmium. Arch Toxicol 2025; 99:513-540. [PMID: 39776200 DOI: 10.1007/s00204-024-03918-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 11/20/2024] [Indexed: 01/11/2025]
Abstract
Cadmium (Cd) and inorganic arsenic (As) compounds are considered to be among the major public health hazards. This is due to both the high intrinsic toxicity of these substances and the often difficult to avoid exposure of the general population through contaminated water and food. One proposed method to reduce the toxic effects of As and Cd on animals and humans is the use of selenium (Se). As discussed in our previous article, laboratory studies show that this micronutrient can have a beneficial effect on the detoxification of As and Cd in the body through the formation of non-toxic complexes with these elements, as well as through the antioxidant effects of selenoproteins. New data that have emerged in recent years allow for a clearer description of the interaction between Se and As and Se and Cd. Human studies show that optimal levels of Se can have a beneficial effect in reducing the toxic effects associated with exposure to As or Cd. However, as Se levels in the body increase, the protective effects of Se may be reversed. Recent laboratory studies confirm the antagonistic effects of medium doses of Se toward Cd and As through the formation of nontoxic complexes, antioxidant, anti-inflammatory effects, and induction of pro-survival pathways in cells. In conclusion, Se has a complex effect on As and Cd toxicity, with both benefits and potential risks, depending on the form of Se and its dose as a supplement or the status (level) of this micronutrient in the body.
Collapse
Affiliation(s)
- Iwona Zwolak
- Department of Biomedicine and Environmental Research, Faculty of Medicine, Institute of Biological Sciences, The John Paul II Catholic University of Lublin, Konstantynów Ave. 1J, 20-708, Lublin, Poland.
| |
Collapse
|
18
|
Specht AJ, Zhang X, Antipova OA, Sayam ASM, Nguyen VT, Hoover CG, Punshon T, Jackson BP, Weisskopf MG. Sub-micrometer scale synchrotron x-ray fluorescence measurements of trace elements in teeth compared with laser ablation inductively coupled plasma mass spectrometry. JOURNAL OF EXPOSURE SCIENCE & ENVIRONMENTAL EPIDEMIOLOGY 2025:10.1038/s41370-025-00754-6. [PMID: 39881199 DOI: 10.1038/s41370-025-00754-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Revised: 01/19/2025] [Accepted: 01/20/2025] [Indexed: 01/31/2025]
Abstract
BACKGROUND Elemental analysis of teeth allows for exposure assessment during critical windows of development and is increasingly used to link early life exposures and health. The measurement of inorganic elements in teeth is challenging; laser ablation inductively coupled plasma mass spectrometry (LA-ICP-MS) is the most widely used technique. OBJECTIVE Both synchrotron x-ray fluorescence (SXRF) and LA-ICP-MS have the capability to measure elemental distributions in teeth with each having distinct advantages and disadvantages. METHODS In our study, we compared these two methods for teeth elemental quantification. SXRF was able to achieve spatial resolutions of 0.3 µm and is non-destructive while giving similar elemental quantification results to LA-ICP-MS. RESULTS For particular elements, SXRF can offer lower detection limits but depends on the specific beam intensity. The comparison between methods revealed less than 10% disagreement between quantification results from LA-ICP-MS and SXRF. IMPACT Synchrotron x-ray fluorescence can be used to effectively quantify elemental distributions in teeth at a nanoscale resolution and is comparable to current laser ablation inductively coupled plasma mass spectrometry. Both methods offer advantages and disadvantages with LA-ICP-MS offering in-lab analyses, whereas SXRF offers much finer spatial and temporal scales and better detection capabilities. For studies focused on fine scale changes in structure, SXRF is more appropriate than LA-ICP-MS.
Collapse
Affiliation(s)
- Aaron J Specht
- School of Health Sciences, Purdue University, West Lafayette, IN, USA.
- Harvard T.H. Chan School of Public Health, Boston, MA, USA.
| | | | - Olga A Antipova
- Advanced Photon Source, Argonne National Laboratory, Lemont, IL, USA
| | | | - Vy T Nguyen
- Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | | | | | | | | |
Collapse
|
19
|
Luo S, Wu H, Xiao F, Yang T, Wang W, Du H, Su P. Association Between Heavy Metal Exposure and Central Nervous System Tumors: A Case-Control Study Using Single and Multi-Metal Models. TOXICS 2025; 13:92. [PMID: 39997910 PMCID: PMC11860643 DOI: 10.3390/toxics13020092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Revised: 01/13/2025] [Accepted: 01/22/2025] [Indexed: 02/26/2025]
Abstract
(1) Background: Neoplasms of the central nervous system (CNS) encompass a cluster of malignant diseases originating from tissues or structures within the CNS. Environmental factors, including heavy metals, may contribute to their development. Therefore, this research was to investigate the association between heavy metal exposure and CNS tumor susceptibility using single and muti-metal models. (2) Methods: 63 CNS tumor patients and 71 controls were included. Urine samples from the CNS tumor patients and controls were analyzed for 47 metals using inductively coupled plasma-mass spectrometry in this study. Statistical analyses included conditional Wilcoxon rank-sum tests, logistic regression, Least Absolute Shrinkage and Selection Operator (LASSO) regression, and Bayesian Kernel Machine Regression (BKMR). (3) Results: In the single metal model, higher levels of seventeen metals might be associated with a lower incidence of CNS tumor, while higher exposure levels of five metals are associated with a higher incidence of tumor. LASSO regression selected nine metals for further BKMR analysis. The joint effects showed decreased tumor risk with increased metal mixture concentration. The level of the metals Ge, As, Rb, Zr, and Sn may be related to the incidence of meningiomas and gliomas. (4) Conclusions: This study explored the association between various metals and CNS tumors, providing ideas for future prospective cohort studies and laboratory studies, and providing a foundation for new ideas in the prevention and treatment of CNS tumors.
Collapse
Affiliation(s)
- Sen Luo
- Department of Occupational and Environmental Health, School of Public Health, Chongqing Medical University, Chongqing 400016, China;
| | - Haixia Wu
- Department of Nursing, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400010, China;
| | - Fang Xiao
- Department of Orthopedics, Sichuan Provincial People’s Hospital, Chengdu 610072, China;
| | - Tianwen Yang
- Chongqing Key Laboratory of Prevention and Treatment for Occupational Diseases and Poisoning, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing 400060, China; (T.Y.); (W.W.)
| | - Wei Wang
- Chongqing Key Laboratory of Prevention and Treatment for Occupational Diseases and Poisoning, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing 400060, China; (T.Y.); (W.W.)
| | - Hang Du
- Chongqing Key Laboratory of Prevention and Treatment for Occupational Diseases and Poisoning, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing 400060, China; (T.Y.); (W.W.)
| | - Peng Su
- Department of Occupational and Environmental Health, School of Public Health, Chongqing Medical University, Chongqing 400016, China;
| |
Collapse
|
20
|
Teng K, Guan Q, Liu Q, Mo X, Luo L, Rong J, Zhang T, Jin W, Zhao L, Wu S, Zhang Z, Qin J. Association Between Urinary Metal Levels and Chronic Kidney Dysfunction in Rural China: A Study on Sex-Specific Differences. TOXICS 2025; 13:55. [PMID: 39853053 PMCID: PMC11768882 DOI: 10.3390/toxics13010055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2024] [Revised: 01/06/2025] [Accepted: 01/10/2025] [Indexed: 01/26/2025]
Abstract
BACKGROUND While current epidemiological studies have documented associations between environmental metals and renal dysfunction, the majority have concentrated on plasma metal levels. The relationship between urinary metal exposure and chronic kidney disease (CKD) remains contentious, particularly within specific demographic groups. METHODS This cross-sectional study included 2919 rural Chinese adults recruited between 2018 and 2019. Urine metals were measured by ICP-MS. Least absolute shrinkage and selection operator (LASSO) regression was employed to identify metals significantly associated with CKD. Then, we used binary logistic regression, along with restricted cubic spline (RCS) models, to assess the individual exposure effects of specific metals on CKD. Quantile g-computation, weighted quantile sum regression, and Bayesian kernel machine regression (BKMR) models were applied to evaluate combined effects of metal exposures on CKD. Gender-stratified analyses were also conducted to explore these associations. RESULTS LASSO identified seven metals (V, Cu, Rb, Sr, Ba, W, Pb) with significant impacts on CKD. In single-metal models, Cu and W exhibited a positive correlation with CKD, whereas V, Rb, Sr, Ba, and Pb showed significant negative correlations (all p < 0.05). RCS analysis revealed nonlinear associations between V, Cu, Ba, Pb, and CKD (all p-nonlinear < 0.05). In the multi-metal model, quantile-based g-computation demonstrated a collective negative association with CKD risk for the seven mixed urinary metal exposures (OR (95% CI) = -0.430 (-0.656, -0.204); p < 0.001), with V, Rb, Sr, Ba, and Pb contributing to this effect. The WQS model analysis further confirmed this joint negative association (OR (95% CI): -0.885 (-1.083, -0.899); p < 0.001), with V as the main contributor. BKMR model analysis indicated an overall negative impact of the metal mixture on CKD risk. Interactions may exist between V and Cu, as well as Cu and Sr and Pb. The female subgroup in the BKMR model demonstrated consistency with the overall association. CONCLUSIONS Our study findings demonstrate a negative association between the urinary metal mixture and CKD risk, particularly notable in females. Joint exposure to multiple urinary metals may involve synergistic or antagonistic interactions influencing renal function. Further research is needed to validate these observations and elucidate underlying mechanisms.
Collapse
Affiliation(s)
- Kaisheng Teng
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning 530021, China; (K.T.); (Q.G.); (Q.L.); (X.M.); (L.L.); (J.R.); (T.Z.); (W.J.); (L.Z.); (S.W.)
| | - Qinyi Guan
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning 530021, China; (K.T.); (Q.G.); (Q.L.); (X.M.); (L.L.); (J.R.); (T.Z.); (W.J.); (L.Z.); (S.W.)
| | - Qiumei Liu
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning 530021, China; (K.T.); (Q.G.); (Q.L.); (X.M.); (L.L.); (J.R.); (T.Z.); (W.J.); (L.Z.); (S.W.)
| | - Xiaoting Mo
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning 530021, China; (K.T.); (Q.G.); (Q.L.); (X.M.); (L.L.); (J.R.); (T.Z.); (W.J.); (L.Z.); (S.W.)
| | - Lei Luo
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning 530021, China; (K.T.); (Q.G.); (Q.L.); (X.M.); (L.L.); (J.R.); (T.Z.); (W.J.); (L.Z.); (S.W.)
| | - Jiahui Rong
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning 530021, China; (K.T.); (Q.G.); (Q.L.); (X.M.); (L.L.); (J.R.); (T.Z.); (W.J.); (L.Z.); (S.W.)
| | - Tiantian Zhang
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning 530021, China; (K.T.); (Q.G.); (Q.L.); (X.M.); (L.L.); (J.R.); (T.Z.); (W.J.); (L.Z.); (S.W.)
| | - Wenjia Jin
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning 530021, China; (K.T.); (Q.G.); (Q.L.); (X.M.); (L.L.); (J.R.); (T.Z.); (W.J.); (L.Z.); (S.W.)
| | - Linhai Zhao
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning 530021, China; (K.T.); (Q.G.); (Q.L.); (X.M.); (L.L.); (J.R.); (T.Z.); (W.J.); (L.Z.); (S.W.)
| | - Songju Wu
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning 530021, China; (K.T.); (Q.G.); (Q.L.); (X.M.); (L.L.); (J.R.); (T.Z.); (W.J.); (L.Z.); (S.W.)
| | - Zhiyong Zhang
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning 530021, China; (K.T.); (Q.G.); (Q.L.); (X.M.); (L.L.); (J.R.); (T.Z.); (W.J.); (L.Z.); (S.W.)
- School of Public Health, Guilin Medical University, 20 Lequn Road, Guilin 541001, China
- Guangxi Health Commission Key Laboratory of Entire Lifecycle Health and Care, Guilin Medical University, Guilin 541199, China
- The Guangxi Key Laboratory of Environmental Exposomics and Entire Lifecycle Heath, Department of Environmental Health and Occupational Medicine, School of Public Health, Guilin Medical University, Zhiyuan Road No.1, Guilin 541199, China
| | - Jian Qin
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning 530021, China; (K.T.); (Q.G.); (Q.L.); (X.M.); (L.L.); (J.R.); (T.Z.); (W.J.); (L.Z.); (S.W.)
- Guangxi Colleges and Universities Key Laboratory of Prevention and Control of Highly Prevalent Diseases, Guangxi Medical University, Nanning 530021, China
- Guangxi Key Laboratory of Environment and Health Research, Guangxi Medical University, Nanning 530021, China
- Key Laboratory of Longevity and Aging-Related Diseases of Chinese Ministry of Education, Guangxi Medical University, Nanning 530021, China
| |
Collapse
|
21
|
Zhang S, Tang H, Zhou M, Pan L. Salt use patterns and heavy metal urinary excretion. Front Nutr 2025; 11:1521826. [PMID: 39867562 PMCID: PMC11757126 DOI: 10.3389/fnut.2024.1521826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2024] [Accepted: 12/30/2024] [Indexed: 01/28/2025] Open
Abstract
Background Salt usage patterns have been associated with a risk of multiple diseases; however, their relationship with heavy metal exposure has not been extensively studied. Methods This study analyzed survey data from 11,574 NHANES participants. Weighted linear regression models were used to examine the relationship between the type of salt used by participants, the frequency of adding salt at the table, and the frequency of adding regular or seasoned salt to cooking or food preparation, and urinary concentrations of 10 heavy metals. Multiple sensitivity analyses were also performed. Results The weighted regression analysis indicated that participants' salt usage patterns were associated with an increased urinary excretion of certain heavy metals. Specifically, regarding the type of salt used, compared to regular salt, the use of salt substitutes was significantly positively correlated with urinary molybdenum (Mo) levels, while not using salt or substitutes at the table was significantly positively correlated with urinary levels of both Mo and arsenic (As). In terms of the frequency of adding regular salt at the table, frequent addition compared to rarely adding salt was significantly positively correlated with urinary levels of cadmium (Cd), and antimony (Sb), while showing a significant negative correlation with urinary Mo levels. Additionally, when examining the frequency of using regular salt during cooking or food preparation, those who occasionally or very often added regular salt had significantly higher urinary levels of barium (Ba), cesium (Cs), and thallium (Tl) compared to those who never added regular salt during cooking. These associations remained stable in sensitivity analyses. Conclusion Our analysis revealed that participants' salt usage patterns are associated with increased excretion of certain heavy metals, suggesting possible increased exposures to these metals. While these findings are concerning, they require validation in other populations and should be confirmed through prospective studies designed based on this hypothesis.
Collapse
Affiliation(s)
- Shuai Zhang
- Department of Male Reproductive Health, Lianyungang Maternal and Child Health Hospital, Lianyungang, China
- Clinical Center of Reproductive Medicine, Lianyungang Maternal and Child Health Hospital, Lianyungang, China
| | - Hanhan Tang
- Plastic Surgery Department, Xuzhou Central Hospital, Xuzhou, China
| | - Minglian Zhou
- Department of Male Reproductive Health, Lianyungang Maternal and Child Health Hospital, Lianyungang, China
- Clinical Center of Reproductive Medicine, Lianyungang Maternal and Child Health Hospital, Lianyungang, China
| | - Linqing Pan
- Clinical Center of Reproductive Medicine, Lianyungang Maternal and Child Health Hospital, Lianyungang, China
| |
Collapse
|
22
|
Wang Y, Zhang K, Li H, Liu S, Ying L, Xiang L, Liang N, Chen L, Xiao L, Luo G. Metal mixtures exposure with risk of elevated serum neurofilament light chain concentrations in U.S. general adults, NHANES 2013-2014. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2025; 289:117473. [PMID: 39644574 DOI: 10.1016/j.ecoenv.2024.117473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 10/16/2024] [Accepted: 12/03/2024] [Indexed: 12/09/2024]
Abstract
BACKGROUND A relatively well-established link was observed between metal mixtures exposure and neurodegenerative diseases. However, the relationship between metal mixtures exposure and serum neurofilament light chain (sNfL) concentrations, a valuable non-invasive biomarker of neurodegenerative diseases, in general adult populations remains understudied and unclear. OBJECTIVE This study seeks to elucidate the potential impact of metal mixtures exposure on sNfL concentrations in a representative sample of U.S. general adults. METHODS Twelve urinary metal levels, including barium (Ba), cadmium (Cd), cobalt (Co), cesium (Cs), molybdenum (Mo), lead (Pb), antimony (Sb), tin (Sn), strontium (Sr), thallium (Tl), tungsten (W) and uranium (U), were analyzed in U.S. general adults recruited from the 2013-2014 National Health and Nutrition Examination Survey using inductively coupled plasma mass spectrometry (ICP-MS) after a simple dilution step. Urine samples are diluted with 2 % concentrated nitric acid (1:9). We employed a two-pronged approach, combining weighted quantile sum (WQS) and Bayesian kernel machine regression (BKMR) models, to examine the association between the multiple-metals effect and sNfL concentrations. Survey-weighted multivariate linear regression was used to explore the correlation between single-metal effect and sNfL concentrations. RESULTS With the increasing quartiles of log-transformed sNfL (log-sNfL) concentrations, the fourth quartile had a higher proportion of smokers and hypertensive individuals (P < 0.001). Cd (69.6 %) and Pb (8.9 %) were the primary drivers of the association between metal mixtures exposure and sNfL concentrations. Analysis of WQS and BKMR models showed a positive association between metal mixtures exposure and sNfL concentrations, especially in older, and male participants. CONCLUSION In the U.S. general adult, a significant correlation between metal mixtures exposure and increased sNfL concentrations was observed, and urinary Cd levels play a pivotal role in this positive correlation. Notably, stronger risk associations were observed among elderly, males, smokers, and hypertensive individuals. The results could be significant for detecting and tracking the beginning of neurodegenerative diseases early, as well as helping to pinpoint individuals at high risk.
Collapse
Affiliation(s)
- Yan Wang
- Xiangya School of Public Health, Central South University, Changsha 410078, China.
| | - Keyi Zhang
- Xiangya School of Public Health, Central South University, Changsha 410078, China.
| | - Hao Li
- Xiangya School of Public Health, Central South University, Changsha 410078, China.
| | - Si Liu
- Xiangya School of Public Health, Central South University, Changsha 410078, China.
| | - Linyao Ying
- Xiangya School of Public Health, Central South University, Changsha 410078, China.
| | - Lu Xiang
- Xiangya School of Public Health, Central South University, Changsha 410078, China.
| | - Na Liang
- Xiangya School of Public Health, Central South University, Changsha 410078, China.
| | - Liangkai Chen
- Department of Nutrition and Food Hygiene, Hubei Key Laboratory of Food Nutrition and Safety, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
| | - Lin Xiao
- Xiangya School of Public Health, Central South University, Changsha 410078, China.
| | - Gang Luo
- Xiangya School of Public Health, Central South University, Changsha 410078, China.
| |
Collapse
|
23
|
Guo Y, Zuo T, Gong S, Chen A, Jin H, Liu J, Wang Q, Liu J, Kang S, Li P, Wei F, Ma S. Multi-Element Fingerprinting Combined with Chemometrics for Identification of Seaweeds and Innovative Risk-Benefit Assessment. Foods 2024; 13:4159. [PMID: 39767101 PMCID: PMC11675776 DOI: 10.3390/foods13244159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Revised: 12/11/2024] [Accepted: 12/20/2024] [Indexed: 01/11/2025] Open
Abstract
Seaweeds are one of the major marine foods with high values. The diversity of seaweed species significantly impacts their quality and is closely linked to their purity and safety. For the first time, this study established a model to discriminate seaweed species using a multi-element fingerprinting approach for species identification. Twenty-nine elements derived from seaweeds were analyzed. Chemometrics showed that seaweed samples could be well separated by the established multi-element fingerprints, of which Ag, Mn, Sr, and K were the most important variables for discrimination. Furthermore, the present study proposed an innovative risk-benefit assessment strategy for seaweeds that considers both risks and benefits, developing a novel risk-benefit assessment model from both dietary and medicinal perspectives for the first time. Our innovative strategy was well-conceived to accurately and effectively differentiate seaweeds based on species and scientifically evaluate both benefits and risks associated with seaweeds. This strategy is poised to offer invaluable insights into the sustainable growth of the seaweed sector and to bolster public health initiatives, ensuring a robust and forward-looking approach to both industry and healthcare advancements.
Collapse
Affiliation(s)
- Yuansheng Guo
- State Key Laboratory of Drug Regulatory Science, National Institutes for Food and Drug Control, Beijing 100050, China; (Y.G.); (T.Z.); (H.J.); (J.L.); (Q.W.); (J.L.); (S.K.)
- School of Pharmacy, China Pharmaceutical University, Nanjing 211198, China;
| | - Tiantian Zuo
- State Key Laboratory of Drug Regulatory Science, National Institutes for Food and Drug Control, Beijing 100050, China; (Y.G.); (T.Z.); (H.J.); (J.L.); (Q.W.); (J.L.); (S.K.)
| | - Shuo Gong
- School of Integrative Medicine, Anhui University of Chinese Medicine, Hefei 230012, China;
| | - Anzhen Chen
- NMPA Key Laboratory for Quality Research and Evaluation of Traditional Marine Chinese Medicine, Qingdao Institute for Food and Drug Control, Qingdao 266073, China;
| | - Hongyu Jin
- State Key Laboratory of Drug Regulatory Science, National Institutes for Food and Drug Control, Beijing 100050, China; (Y.G.); (T.Z.); (H.J.); (J.L.); (Q.W.); (J.L.); (S.K.)
| | - Jing Liu
- State Key Laboratory of Drug Regulatory Science, National Institutes for Food and Drug Control, Beijing 100050, China; (Y.G.); (T.Z.); (H.J.); (J.L.); (Q.W.); (J.L.); (S.K.)
| | - Qi Wang
- State Key Laboratory of Drug Regulatory Science, National Institutes for Food and Drug Control, Beijing 100050, China; (Y.G.); (T.Z.); (H.J.); (J.L.); (Q.W.); (J.L.); (S.K.)
| | - Jingjing Liu
- State Key Laboratory of Drug Regulatory Science, National Institutes for Food and Drug Control, Beijing 100050, China; (Y.G.); (T.Z.); (H.J.); (J.L.); (Q.W.); (J.L.); (S.K.)
| | - Shuai Kang
- State Key Laboratory of Drug Regulatory Science, National Institutes for Food and Drug Control, Beijing 100050, China; (Y.G.); (T.Z.); (H.J.); (J.L.); (Q.W.); (J.L.); (S.K.)
| | - Ping Li
- School of Pharmacy, China Pharmaceutical University, Nanjing 211198, China;
| | - Feng Wei
- State Key Laboratory of Drug Regulatory Science, National Institutes for Food and Drug Control, Beijing 100050, China; (Y.G.); (T.Z.); (H.J.); (J.L.); (Q.W.); (J.L.); (S.K.)
| | - Shuangcheng Ma
- State Key Laboratory of Drug Regulatory Science, National Institutes for Food and Drug Control, Beijing 100050, China; (Y.G.); (T.Z.); (H.J.); (J.L.); (Q.W.); (J.L.); (S.K.)
- Chinese Pharmacopoeia Commission, Beijing 100061, China
| |
Collapse
|
24
|
Hong S, Wu S, Wan Z, Wang C, Guan X, Fu M, Liu C, Wu T, Zhong G, Zhou Y, Xiao Y, You Y, Chen S, Wang Y, Zhao H, Zhang Y, Lin J, Bai Y, Guo H. Associations between multiple metals exposure and cognitive function in the middle-aged and older adults from China: A cross-sectional study. ENVIRONMENTAL RESEARCH 2024; 263:120038. [PMID: 39305974 DOI: 10.1016/j.envres.2024.120038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Revised: 09/05/2024] [Accepted: 09/18/2024] [Indexed: 12/01/2024]
Abstract
The rapidly rising risk of cognitive decline is a serious challenge for the elderly. As the wide-distributed environmental chemicals, the effects of metals exposure on cognitive function have attracted much attention, but the results remain inclusive. This study aimed to investigate the roles of multiple metals co-exposure on cognition. We included a total of 6112 middle-aged and older participants, detected their plasma levels of 23 metals by using inductively coupled plasma mass spectrometry, and assessed their cognitive function by using the Mini-Mental State Examination (MMSE). The results showed that increased plasma levels of iron (Fe) and zinc (Zn) were positively associated with MMSE score, but the increased levels of nickel (Ni) and lead (Pb) were associated with decreased MMSE score (all FDR < 0.05). Subjects exposed to both high levels of Ni and Pb showed the lowest MMSE score [β (95% CI) = -0.310 (-0.519, -0.100)], suggesting that Ni and Pb had a synergistic toxic effect on cognitive function. In addition, the hazardous roles of Ni and Pb were mainly found among subjects with low plasma level of Zn, but were not significant among those with high-Zn level [Ni: β (95% CI) = -0.281 (-0.546, -0.015) vs. -0.146 (-0.351, 0.058); Pb: β (95% CI) = -0.410 (-0.651, -0.169) vs. -0.060 (-0.275, 0.155)], which suggested that Zn could attenuate the adverse effects of Pb and Ni on cognitive function. The cognitive function was gradually decreased among subjects with increased number of adverse exposures to the above four metals (Ptrend < 0.001). In conclusion, our findings revealed the individual, interactive, and combined effects of Fe, Ni, Pb, and Zn on cognitive function, which may provide new perspectives on cognitive protection, but further prospective cohort studies and biological researches are needed to validate these findings.
Collapse
Affiliation(s)
- Shiru Hong
- Department of Occupational and Environmental Health, State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - Sheng Wu
- The Sixth Hospital of Wuhan, Affiliated Hospital of Jianghan University, Wuhan, Hubei, 430015, China
| | - Zhengce Wan
- Health Management Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - Chenming Wang
- Department of Occupational and Environmental Health, State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - Xin Guan
- Department of Occupational and Environmental Health, State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - Ming Fu
- Department of Occupational and Environmental Health, State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - Chenliang Liu
- Department of Occupational and Environmental Health, State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - Tianhao Wu
- Department of Occupational and Environmental Health, State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - Guorong Zhong
- Department of Occupational and Environmental Health, State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - Yuhan Zhou
- Department of Occupational and Environmental Health, State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - Yang Xiao
- Department of Occupational and Environmental Health, State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - Yingqian You
- Department of Occupational and Environmental Health, State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - Shengli Chen
- Department of Occupational and Environmental Health, State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - Yuxi Wang
- Department of Occupational and Environmental Health, State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - Hui Zhao
- Department of Occupational and Environmental Health, State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - Yichi Zhang
- Department of Occupational and Environmental Health, State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China
| | - Jie Lin
- Community Health Service Center of Shuiguohu Street, Wuchang District, Wuhan, Hubei, 430071, China
| | - Yansen Bai
- Institute for Chemical Carcinogenesis, School of Public Health, Guangzhou Medical University, Guangzhou, Guangdong, 511416, China
| | - Huan Guo
- Department of Occupational and Environmental Health, State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430030, China.
| |
Collapse
|
25
|
Notario-Barandiaran L, Morales E, Vioque J, Martinez-Gracia C, Santaella-Pascual M, Suarez-Martinez C, Garcia-Marcos L, Karagas MR, Signes-Pastor AJ. Urinary concentrations of non-essential and essential elements during weaning in infants from the NELA cohort in Spain. ENVIRONMENTAL RESEARCH 2024; 263:119989. [PMID: 39278582 DOI: 10.1016/j.envres.2024.119989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Revised: 09/10/2024] [Accepted: 09/11/2024] [Indexed: 09/18/2024]
Abstract
Infancy is a period of continuous growth and development, where inadequate intake of essential elements and exposure to non-essential elements may have lifelong health consequences. Thus, the aim of this study is to evaluate the urine concentration of essential and non-essential elements as a proxy for internal exposure during the weaning period, from 3 to 18 months of age. The Nutrition in Early Life and Asthma (NELA) birth cohort generated the data for this study. Sociodemographic, dietary, and urine concentration of essential (Co, Cu, Mo, I, Fe, Mn, Se, Zn, and Ni) and non-essential elements (Al, V, As, Cd, Sb, Tl, and Pb) data were available for 490 participants at 3 months of age and 216 participants at 18 months of age. Paired urine samples at both time periods were available for 175 infants. At 3 months of age, exclusively breastfed infants had lower urine concentrations of Al, V, Fe, Co, Se, Sb, and Tl. Notably, the concentration of Mo had a median (IQR) of 0.60 (0.40-2.10) μg/L compared to a median (IQR) of 39.80 (25.00-56.40) μg/L observed in infants exclusively fed with formula. When we analyzed the change in urine elements concentrations between 3 and 18 months of age, we observed increased As (0.75 vs. 18.60 μg/L), Co (0.05 vs. 0.24 μg/L), Mo (1.98 vs. 50.0 μg/L), Pb (0.15 vs. 0.69 μg/L), Se (11.3 vs. 23.1 μg/L), Tl (0.02 vs. 0.11 μg/L), and V (0.05 vs. 0.11 μg/L). For Cu, lower urine concentrations were observed at 18 months of age in comparison with concentrations at 3 months (5.77 vs. 4.41 μg/L). Among the main food items identified as driving the changes in urine concentration between 3 and 18 months of age were white fish, rice and pasta, potato chips, custard, small blue fish, and legumes. Exclusively breastfed infants showed lower exposure to non-essential elements compared to those who were fed with a mixture or formula. With the introduction of solid foods, the exposure to some non-essential elements increased drastically, as in the case of As and Pb. In addition, exposure to the essential metal Mo also increased substantially with the introduction of solid food.
Collapse
Affiliation(s)
| | - Eva Morales
- Division of Preventive Medicine and Public Health, Department of Public Health Sciences, Faculty of Medicine, University of Murcia, Murcia, Spain; Biomedical Research Institute of Murcia (IMIB-Arrixaca), Murcia, Spain; CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Madrid, Spain.
| | - Jesús Vioque
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Madrid, Spain; Unidad de Epidemiología de la Nutrición, Universidad Miguel Hernández, Alicante, Spain; Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Alicante, Spain
| | - Carmen Martinez-Gracia
- Biomedical Research Institute of Murcia (IMIB-Arrixaca), Murcia, Spain; Department of Food Science and Technology, Faculty of Veterinary, University of Murcia, Murcia, Spain
| | - Marina Santaella-Pascual
- Biomedical Research Institute of Murcia (IMIB-Arrixaca), Murcia, Spain; Department of Food Science and Technology, Faculty of Veterinary, University of Murcia, Murcia, Spain
| | - Clara Suarez-Martinez
- Biomedical Research Institute of Murcia (IMIB-Arrixaca), Murcia, Spain; Department of Food Science and Technology, Faculty of Veterinary, University of Murcia, Murcia, Spain
| | - Luis Garcia-Marcos
- Biomedical Research Institute of Murcia (IMIB-Arrixaca), Murcia, Spain; Paediatric Allergy and Pulmonology Units, Virgen de la Arrixaca University Children's Hospital, University of Murcia, Murcia, Spain
| | - Margaret R Karagas
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Antonio J Signes-Pastor
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Madrid, Spain; Unidad de Epidemiología de la Nutrición, Universidad Miguel Hernández, Alicante, Spain; Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Alicante, Spain.
| |
Collapse
|
26
|
Yu L, Liu J, Li Y, Li S, Cao S, Li F, Li Y, Liu H, He Z, Xu S, Xia W. Associations between prenatal exposure to metal mixtures and infant reproductive hormones during mini-puberty. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 955:177192. [PMID: 39490841 DOI: 10.1016/j.scitotenv.2024.177192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 10/22/2024] [Accepted: 10/22/2024] [Indexed: 11/05/2024]
Abstract
BACKGROUND The reproductive hormone homeostasis is crucial for child development. Exposure to metals during pregnancy may have adverse effects on offspring health. However, the association between prenatal exposure to metals and infant reproductive hormone levels remains unknown. METHODS This study involved 812 mother-infant pairs from Wuhan, China, assessing prenatal exposure to 13 metals in maternal plasma during early pregnancy and measuring five reproductive hormones in urine samples of one-month-old infants. Generalized linear models were employed to investigate the associations between individual metal exposures and urinary hormone levels in infants. Additionally, weighted quantile sum (WQS) regression and quantile g-computation were employed to evaluate the impact of metal mixtures. RESULTS Most of the detected metals in maternal plasma were associated with lower levels of follicle-stimulating hormone (FSH) and luteinizing hormone (LH) in infants. Each interquartile range (IQR) increase in manganese (Mn), barium (Ba), thallium (Tl), vanadium (V), cobalt (Co), nickel (Ni), and lead (Pb) was significantly associated with an approximately 9.87 % to 38.24 % decrease in FSH or LH. WQS and quantile g-computation models confirmed a significant association between prenatal metal mixtures and reduced FSH and LH in male infants, and WQS indicated a significant association between metal mixtures and decreased FSH in female infants. CONCLUSIONS Maternal exposure to mixed metals during early pregnancy was associated with lower levels of FSH and LH in infants, suggesting that prenatal exposure to metals may disrupt the balance of infant reproductive hormones. Further research is warranted to confirm these associations and explore the underlying mechanisms.
Collapse
Affiliation(s)
- Ling Yu
- Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health, School of Public Health, Tong ji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Jiangtao Liu
- Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health, School of Public Health, Tong ji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Environmental Science and Engineering, Hainan University, Haikou, Hainan, China
| | - Ying Li
- Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health, School of Public Health, Tong ji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Shenzhen Institute of Advanced Technology, The Chinese Academy of Sciences, Shenzhen, China
| | - Shulan Li
- Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health, School of Public Health, Tong ji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Shuting Cao
- Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health, School of Public Health, Tong ji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Fasheng Li
- State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China
| | - Yuanyuan Li
- Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health, School of Public Health, Tong ji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Hongxiu Liu
- Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health, School of Public Health, Tong ji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Zhenyu He
- Institute of Environmental Health, Wuhan Centers for Disease Prevention &Control, Wuhan, Hubei, 430015.China.
| | - Shunqing Xu
- Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health, School of Public Health, Tong ji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China; Environmental Science and Engineering, Hainan University, Haikou, Hainan, China.
| | - Wei Xia
- Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health, School of Public Health, Tong ji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
| |
Collapse
|
27
|
Lieberman-Cribbin W, Martinez-Morata I, Domingo-Relloso A, Umans JG, Cole SA, O’Leary M, Grau-Perez M, Pichler G, Devereux RB, Nigra AE, Kupsco A, Navas-Acien A. Relationship Between Urinary Uranium and Cardiac Geometry and Left Ventricular Function: The Strong Heart Study. JACC. ADVANCES 2024; 3:101408. [PMID: 39640231 PMCID: PMC11617505 DOI: 10.1016/j.jacadv.2024.101408] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Revised: 09/24/2024] [Accepted: 10/01/2024] [Indexed: 12/07/2024]
Abstract
Background Uranium is a potentially cardiotoxic, nonessential element commonly found in drinking water throughout the United States. Objectives The purpose of this study was to evaluate if urinary uranium concentrations were associated with measures of cardiac geometry and function among American Indian young adults from the Strong Heart Family Study. Methods Urinary uranium was measured among 1,332 participants free of diabetes, cardiovascular disease, and <50 years of age at baseline (2001-2003). Transthoracic echocardiography and blood pressure were assessed at baseline and at a follow-up visit (2006-2009). We estimated adjusted mean differences in cardiac geometry and function measures at baseline and follow-up using linear mixed-effect models with a random intercept and slope over time. Results Median (interquartile range) uranium was 0.029 (0.045) μg/g creatinine. In fully adjusted cross-sectional models, a log-doubling of urinary uranium was positively associated with left ventricular (LV) mass index (mean difference: 0.49 g/m2, 95% CI: 0.07-0.92 g/m2), left atrial systolic diameter (0.01 cm/m2, 0.01-0.02 cm/m2), and stroke volume (0.66 mL, 0.25-1.08 mL) at baseline. Prospectively, uranium was associated with increases in left atrial diameter (0.01 cm/m2, 0.01-0.02 cm/m2), pulse pressure (0.28 mm Hg, 0.05-0.52 mm Hg), and incident LV hypertrophy (odds ratio: 1.25, 95% confidence interval: 1.06, 1.48). Conclusions Urinary uranium levels were adversely associated with measures of cardiac geometry and LV function among American Indian adults, including increases in pulse pressure and LV hypertrophy. These findings support the need to determine the potential long-term subclinical and clinical cardiovascular effects of chronic uranium exposure, and the need for future strategies to reduce exposure.
Collapse
Affiliation(s)
- Wil Lieberman-Cribbin
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York, USA
| | - Irene Martinez-Morata
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York, USA
| | - Arce Domingo-Relloso
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York, USA
- Department of Biostatistics, Columbia University Mailman School of Public Health, New York, New York, USA
| | - Jason G. Umans
- Georgetown-Howard Universities Center for Clinical and Translational Science, Washington DC, USA
- MedStar Health Research Institute, Hyattsville, Maryland, USA
| | - Shelley A. Cole
- Population Health Program, Texas Biomedical Research Institute, San Antonio, Texas, USA
| | - Marcia O’Leary
- Missouri Breaks Industries Research, Cheyenne River Sioux Tribe, Eagle Butte, South Dakota, USA
| | - Maria Grau-Perez
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York, USA
- Big data and Artificial Intelligence Unit, Biomedical Research Institute INCLIVA, Valencia, Spain
- Department of Statistics and Operational Research, University of Valencia, Valencia, Spain
| | - Gernot Pichler
- Department of Cardiology and Karl Landsteiner Institute for Cardiovascular and Critical Care Research, Clinic Floridsdorf, Vienna, Austria
| | - Richard B. Devereux
- Division of Cardiology, Weill Cornell Medical College, New York, New York, USA
| | - Anne E. Nigra
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York, USA
| | - Allison Kupsco
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York, USA
| | - Ana Navas-Acien
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York, USA
| |
Collapse
|
28
|
Liao SL, Lai SH, Hsu YT, Chen LC, Tsai MH, Hua MC, Yao TC, Su KW, Yeh KW, Chiu CY, Huang SK, Huang JL. Early postnatal and concurrent exposure to metals and neurobehavioral outcomes at 5 years: Associations with individual environmental exposures and mixtures. Neurotoxicology 2024; 105:58-66. [PMID: 39214502 DOI: 10.1016/j.neuro.2024.08.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 07/30/2024] [Accepted: 08/27/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND Little is known about the effect of postnatal exposure to heavy metals on children's behavior problems. This study aimed to investigate the association between metal exposure during different stages of postnatal life and neurobehavioral outcomes in preschool children. METHODS Urinary concentrations of six metals (arsenic, cadmium, chromium, lead, manganese, and vanadium) were measured using inductively coupled plasma mass spectrometry in 220 participants at two time points: before 1 year and at 5 years of age. Mothers completed the Child Behavior Checklist when the children were 5 years old. Multivariable linear and logistic regression analyses were used to evaluate the association between metal concentrations and behavioral outcomes. We employed Bayesian kernel machine regression (BKMR) to assess possible joint effects and potential interactions between metal mixtures and behavioral outcomes. RESULTS Concentrations of urinary arsenic (As) in infants were associated with higher scores for anxious/shy behavior problems (β ranging from 0.03 to 0.23). Further analyses showed that As exposure increased the odds of scores falling into the borderline or clinical range on anxious/depressed, affective, and pervasive developmental problems (ORs: 2.45-3.40). Stratification by sex indicated significance in girls but not in boys. BKMR analysis showed that, among the metal mixtures, As displayed a major effect on behavior scores. Concentrations of urinary cadmium in infants were also associated with higher behavioral scores but did not increase the risk of clinical problems. A cross-sectional survey in 5-year-olds did not show a significant association between concurrent metal exposure and behavioral outcome. CONCLUSION Our results showed that exposure to As and Cd during infancy was associated with emotional problems in children. The effect of arsenic exposure was more pronounced among female infants. We suggest reducing exposure to toxic metals during early postnatal life to prevent behavioral problems in children."
Collapse
Affiliation(s)
- Sui-Ling Liao
- Community Medicine Research Center, Chang Gung Memorial Hospital at Keelung, Keelung, Taiwan; Department of Pediatrics, Chang Gung Memorial Hospital at Keelung, Keelung, Taiwan; Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Shen-Hao Lai
- Community Medicine Research Center, Chang Gung Memorial Hospital at Keelung, Keelung, Taiwan; Division of Pulmonology, Department of Pediatric, Chang Gung Memorial Hospital, Taiwan; Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Yuan-Ting Hsu
- National Institute of Environmental Health Sciences, National Health Research Institutes, Chunan, Taiwan; National Center for Geriatrics and Welfare Research, National Health Research Institutes, Chunan, Taiwan
| | - Li-Chen Chen
- Community Medicine Research Center, Chang Gung Memorial Hospital at Keelung, Keelung, Taiwan; Department of Pediatrics, Chang Gung Memorial Hospital at Keelung, Keelung, Taiwan; Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Ming-Han Tsai
- Community Medicine Research Center, Chang Gung Memorial Hospital at Keelung, Keelung, Taiwan; Department of Pediatrics, Chang Gung Memorial Hospital at Keelung, Keelung, Taiwan; Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Man-Chin Hua
- Community Medicine Research Center, Chang Gung Memorial Hospital at Keelung, Keelung, Taiwan; Department of Pediatrics, Chang Gung Memorial Hospital at Keelung, Keelung, Taiwan; Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Tsung-Chieh Yao
- Community Medicine Research Center, Chang Gung Memorial Hospital at Keelung, Keelung, Taiwan; Division of Allergy, Asthma, and Rheumatology, Department of Pediatrics, Chang Gung Memorial Hospital, Taiwan; Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Kuan-Wen Su
- Community Medicine Research Center, Chang Gung Memorial Hospital at Keelung, Keelung, Taiwan; Department of Pediatrics, Chang Gung Memorial Hospital at Keelung, Keelung, Taiwan; Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Kuo-Wei Yeh
- Community Medicine Research Center, Chang Gung Memorial Hospital at Keelung, Keelung, Taiwan; Division of Allergy, Asthma, and Rheumatology, Department of Pediatrics, Chang Gung Memorial Hospital, Taiwan; Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Chih-Yung Chiu
- Community Medicine Research Center, Chang Gung Memorial Hospital at Keelung, Keelung, Taiwan; Division of Pulmonology, Department of Pediatric, Chang Gung Memorial Hospital, Taiwan; Chang Gung University, College of Medicine, Taoyuan, Taiwan
| | - Shau-Ku Huang
- National Institute of Environmental Health Sciences, National Health Research Institutes, Chunan, Taiwan; Johns Hopkins University, School of Medicine, Baltimore, USA.
| | - Jing-Long Huang
- Community Medicine Research Center, Chang Gung Memorial Hospital at Keelung, Keelung, Taiwan; Department of Pediatrics, New Taipei Municipal Tucheng Hospital, Chang Gung Memorial Hospital, Tucheng, Taiwan; Chang Gung University, College of Medicine, Taoyuan, Taiwan.
| |
Collapse
|
29
|
Wu J, Harlow SD, Randolph JF, Gold EB, Park SK. Endocrine-Disrupting Chemicals and Female Reproductive Aging. Semin Reprod Med 2024; 42:330-360. [PMID: 39879998 DOI: 10.1055/s-0044-1801388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2025]
Abstract
Female reproductive aging often affects women's emotional, physical, and physiological well-being. Ovarian aging is characterized by fluctuations in reproductive hormones and determines the age at which menopause occurs. Understanding potentially modifiable factors that influence this process is essential for addressing health disparities, improving quality of life, and informing relevant public health strategies. This review synthesizes in vivo, in vitro, and epidemiological findings about the effects of endocrine-disrupting chemicals (EDCs), specifically heavy metals and perfluoroalkyl and polyfluoroalkyl substances (PFAS) on female reproductive aging. Most in vivo and in vitro studies have demonstrated that heavy metals alter ovarian morphology, folliculogenesis, and steroidogenesis. Evidence regarding the effects of PFAS is limited and inconsistent. Epidemiological studies have consistently shown that heavy metals are associated with a higher risk of diminished ovarian reserve (indicated by decreased anti-Müllerian hormone) and earlier menopause, with limited findings regarding reproductive hormone changes. PFAS exposure has been associated with decreased estradiol and earlier menopause but not significantly with ovarian reserve. Gaps in the literature require more comprehensive epidemiological research on the effects of EDCs on female reproductive aging, including ovarian reserve, age at menopause, and vasomotor symptoms, to inform future interventions to reduce hazardous exposures and improve women's health.
Collapse
Affiliation(s)
- Jiaxin Wu
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, Michigan
| | - Siobán D Harlow
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, Michigan
| | - John F Randolph
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, Michigan
- Department of Obstetrics and Gynecology, School of Medicine, University of Michigan, Ann Arbor, Michigan
| | - Ellen B Gold
- Department of Public Health Sciences, University of California Davis School of Medicine, Davis, California
| | - Sung Kyun Park
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, Michigan
- Department of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, Michigan
| |
Collapse
|
30
|
Liu JX, Liu FH, Qin X, Bao Q, Zheng WR, Xing WY, Wu L, Li YZ, Xu HL, Wei YF, Li XY, Huang DH, Gao S, Wang L, Ma QP, Gong TT, Wu QJ. Urinary heavy metals and overall survival of advanced high-grade serous ovarian cancer: A nested case-control study in China. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 286:117176. [PMID: 39413650 DOI: 10.1016/j.ecoenv.2024.117176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Revised: 09/22/2024] [Accepted: 10/09/2024] [Indexed: 10/18/2024]
Abstract
BACKGROUND Environmental pollution has emerged as a significant determinant in ovarian cancer prognosis. However, limited evidence exists regarding the correlations between heavy metals and ovarian cancer prognosis. OBJECTIVE To elucidate the relationship between urinary heavy metals and their mixtures with overall survival (OS) of advanced high-grade serous ovarian cancer (HGSOC). METHODS Within the Ovarian Cancer Follow-Up Study, we conducted a nested case-control study. A sum of 159 deceased patients and an equal number of alive patients were included, matched by sample date, body mass index, and age at diagnosis. Urinary concentrations of five heavy metals were quantified: arsenic (As), cadmium (Cd), chromium (Cr), mercury (Hg), and lead (Pb). Conditional logistic regression models were employed to calculate odds ratios (ORs) and their 95 % confidence intervals (CIs). To elucidate joint effects, we utilized quantile g-computation and Bayesian kernel machine regression models. RESULTS For the multivariable adjusted conditional logistic regression model, significant associations were found between high urinary levels of As (OR=1.99, 95 %CI: 1.05-3.79), Cd (OR=2.56, 95 %CI: 1.29-5.05), Hg (OR=2.24, 95 %CI: 1.09-4.62), and Pb (OR=3.80, 95 %CI: 1.75-8.27) and worse OS of HGSOC, comparing the highest tertile to the lowest. Analysis of joint effects showed that elevated concentrations of heavy metal mixtures were related to poor OS of HGSOC. Pb exhibited the highest contribution to the overall association within the metal mixtures. CONCLUSIONS High urinary heavy metal concentrations were linked to worse OS of HGSOC. Future research is necessary to validate our findings.
Collapse
Affiliation(s)
- Jia-Xin Liu
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Fang-Hua Liu
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Xue Qin
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Qi Bao
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China; Department of Epidemiology, School of Public Health, China Medical University, Shenyang, China
| | - Wen-Rui Zheng
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Wei-Yi Xing
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Lang Wu
- Cancer Epidemiology Division, Population Sciences in the Pacific Program, University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu, HI, USA
| | - Yi-Zi Li
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - He-Li Xu
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Yi-Fan Wei
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Xiao-Ying Li
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Dong-Hui Huang
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China
| | - Song Gao
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Lei Wang
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China.
| | - Qi-Peng Ma
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China.
| | - Ting-Ting Gong
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China.
| | - Qi-Jun Wu
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China; Clinical Research Center, Shengjing Hospital of China Medical University, Shenyang, China; Key Laboratory of Precision Medical Research on Major Chronic Disease, Shengjing Hospital of China Medical University, Shenyang, China; Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China; NHC Key Laboratory of Advanced Reproductive Medicine and Fertility (China Medical University), National Health Commission, Shenyang, China.
| |
Collapse
|
31
|
Zhao X, Ma X, Song L, Sun J, Jiao X, Wang J, Mao B, Liu Q. Metal stannum exposure increases the risk of congenital heart defects occurence in offspring: A case-control study in Lanzhou. Int J Cardiol 2024; 411:132270. [PMID: 38880423 DOI: 10.1016/j.ijcard.2024.132270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 06/11/2024] [Accepted: 06/13/2024] [Indexed: 06/18/2024]
Abstract
BACKGROUND The purpose of this study was to analyse the association between stannum exposure during pregnancy and congenital heart diseases in offspring. METHODS Based on a prospective birth cohort study conducted in Gansu Maternal and Child Health Hospital from 2010 to 2012, 14,359 pregnant women were followed up using a nested case-control study method. 97 pregnant women whose offspring were diagnosed with CHDs were used as the case group, and 194 pregnant women whose offspring did not suffer from congenital heart diseases were used as the control group in a ratio of 1:2 according to their age and place of birth. Inductively coupled plasma mass spectrometry was used to determine elemental stannum in blood samples from pregnant women hospitalized for delivery and in fetal cord blood samples. Multifactorial logistic regression analysis was used to assess the association between stannum and offspring CHDs. RESULTS There was a moderate positive correlation between the concentration of stannum in pregnant women's blood and that in umbilical cord blood. A higher concentrations of maternal blood stannum level was associated with a greater risk of CHDs (aOR 3.409, 95%CI 1.785-6.826), isolated CHDs (aOR 4.044, 95%CI 1.803-9.070), multiple CHDs (aOR 2.625, 95%CI 1.137-6.061), patent ductus arteriosus (aOR 2.882, 95%CI 1.443-5.756), atrial septal defects (aOR 3.067, 95%CI 1.406-6.690), ventricular septal defects (aOR 7.414, 95%CI 1.414-38.874). There was a correlation between the maternal and cord blood sample suggesting stannum crosses the placenta.
Collapse
Affiliation(s)
- Xiaoli Zhao
- The first Clinical Medical College, Gansu University of Chinese Medicine, Lanzhou 730000, Gansu Province, China; Gansu Provincial Maternity and ChildCare Hospital, Lanzhou 730000, Gansu Province, China
| | - Xuejing Ma
- The first Clinical Medical College, Gansu University of Chinese Medicine, Lanzhou 730000, Gansu Province, China; Gansu Provincial Maternity and ChildCare Hospital, Lanzhou 730000, Gansu Province, China
| | - Lifang Song
- The first Clinical Medical College, Gansu University of Chinese Medicine, Lanzhou 730000, Gansu Province, China; Gansu Provincial Maternity and ChildCare Hospital, Lanzhou 730000, Gansu Province, China
| | - Jianhao Sun
- Gansu Provincial Maternity and ChildCare Hospital, Lanzhou 730000, Gansu Province, China
| | - Xinjuan Jiao
- The first Clinical Medical College, Gansu University of Chinese Medicine, Lanzhou 730000, Gansu Province, China
| | - Jian Wang
- Gansu Provincial Maternity and ChildCare Hospital, Lanzhou 730000, Gansu Province, China
| | - Baohong Mao
- Department of Medical Education, Gansu Provincial Maternity and ChildCare Hospital, Lanzhou 730000, Gansu Province, China; School of Public Health, Gansu University of Chinese Medicine, Lanzhou 730000, Gansu Province, China.
| | - Qing Liu
- The first Clinical Medical College, Gansu University of Chinese Medicine, Lanzhou 730000, Gansu Province, China; Gansu Provincial Maternity and ChildCare Hospital, Lanzhou 730000, Gansu Province, China.
| |
Collapse
|
32
|
Notario Barandiaran L, Bauer JA, Jackson BP, Karagas MR. Fish intake and mercury exposure in young children. ENVIRONMENTAL RESEARCH 2024; 257:119277. [PMID: 38821458 PMCID: PMC11251838 DOI: 10.1016/j.envres.2024.119277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 05/24/2024] [Accepted: 05/28/2024] [Indexed: 06/02/2024]
Abstract
Fish consumption is one of the main sources of mercury (Hg) exposure, but few studies have examined Hg exposure from fish consumption among children. This study aimed to assess the frequency of fish intake and associations with Hg and other element concentrations among 700 three-year-old children from the New Hampshire Birth Cohort Study. Usual fish intake was derived from a validated food frequency questionnaire (Block Questionnaire for ages 2-7) and toenail element concentrations were determined using ICP-MS. Multiple linear regression analysis was used to assess the association between fish intake and toenail element concentrations. A mixture analysis, using Weighted quantile sum (WQS) regression, was used to estimate the relative contribution of fish consumption to element exposures. Twenty-three percent of children were reported to consume at least one fish meal/week on average during the previous 6 months. In adjusted linear regression models, children with any type of fish consumption versus no consumption had 108% (95% confidence interval (CI: 68%, 153%)) higher toenail Hg concentrations. To a lesser extent, children consuming "other fish (not fried) including tuna" and "fried fish or fish sticks" had 120% (95% CI: 82%, 164%), and 23% (95% CI: 2%, 51%) higher toenail concentrations, respectively, than those consuming no fish. Using WQS regression, Hg was the element most strongly related to fish consumption. Fish intake among young children was related to Hg exposure even at low levels of consumption. Future studies will need to determine the health consequences of this exposure.
Collapse
Affiliation(s)
| | - Julia A Bauer
- Division of Epidemiology and Biostatistics, School of Public Health, University of Illinois Chicago, Chicago, IL, 60612, USA
| | - Brian P Jackson
- Trace Element Analysis Laboratory, Earth Sciences, Dartmouth College, Hanover, NH, 03755, USA
| | - Margaret R Karagas
- Department of Epidemiology, Geisel School of Medicine, Dartmouth College, Hanover, NH, 03755, USA
| |
Collapse
|
33
|
Lamas GA, Anstrom KJ, Navas-Acien A, Boineau R, Nemeth H, Huang Z, Wen J, Rosenberg Y, Stylianou M, Jones TLZ, Joubert BR, Yu Q, Santella RM, Mon AC, Ujueta F, Escolar E, Nathan DM, Fonseca VA, Aude YW, Ehrman JK, Elliott T, Prashad R, Lewis EF, Lopes RD, Farkouh ME, Elliott AM, Newman JD, Mark DB. Edetate Disodium-Based Chelation for Patients With a Previous Myocardial Infarction and Diabetes: TACT2 Randomized Clinical Trial. JAMA 2024; 332:794-803. [PMID: 39141382 PMCID: PMC11325247 DOI: 10.1001/jama.2024.11463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 05/28/2024] [Indexed: 08/15/2024]
Abstract
Importance In 2013, the Trial to Assess Chelation Therapy (TACT) reported that edetate disodium (EDTA)-based chelation significantly reduced cardiovascular disease (CVD) events by 18% in 1708 patients with a prior myocardial infarction (MI). Objective To replicate the finding of TACT in individuals with diabetes and previous MI. Design, Setting, and Participants A 2 × 2 factorial, double-masked, placebo-controlled, multicenter trial at 88 sites in the US and Canada, involving participants who were 50 years or older, had diabetes, and had experienced an MI at least 6 weeks before recruitment compared the effect of EDTA-based chelation vs placebo infusions on CVD events and compared the effect of high doses of oral multivitamins and minerals with oral placebo. This article reports on the chelation vs placebo infusion comparisons. Interventions Eligible participants were randomly assigned to 40 weekly infusions of an EDTA-based chelation solution or matching placebo and to twice daily oral, high-dose multivitamin and mineral supplements or matching placebo for 60 months. This article addresses the chelation study. Main Outcomes and Measures The primary end point was the composite of all-cause mortality, MI, stroke, coronary revascularization, or hospitalization for unstable angina. Median follow-up was 48 months. Primary comparisons were made from patients who received at least 1 assigned infusion. Results Of the 959 participants (median age, 67 years [IQR, 60-72 years]; 27% females; 78% White, 10% Black, and 20% Hispanic), 483 received at least 1 chelation infusion and 476 at least 1 placebo infusion. A primary end point event occurred in 172 participants (35.6%) in the chelation group and in 170 (35.7%) in the placebo group (adjusted hazard ratio [HR], 0.93; 95% CI, 0.76-1.16; P = .53). The 5-year primary event cumulative incidence rates were 45.8% for the chelation group and 46.5% for the placebo group. CV death, MI, or stroke events occurred in 89 participants (18.4%) in the chelation group and in 94 (19.7%) in the placebo group (adjusted HR, 0.89; 95% CI, 0.66-1.19). Death from any cause occurred in 84 participants (17.4%) in the chelation group and in 84 (17.6%) in the placebo group (adjusted HR, 0.96; 95% CI, 0.71-1.30). Chelation reduced median blood lead levels from 9.03 μg/L at baseline to 3.46 μg/L at infusion 40 (P < .001). Corresponding levels in the placebo group were 9.3 μg/L and 8.7 μg/L, respectively. Conclusions and Relevance Despite effectively reducing blood lead levels, EDTA chelation was not effective in reducing cardiovascular events in stable patients with coronary artery disease who have diabetes and a history of MI. Trial Registration ClinicalTrials.gov Identifier: NCT02733185.
Collapse
Affiliation(s)
- Gervasio A. Lamas
- Columbia University Division of Cardiology, Mount Sinai Medical Center, Miami Beach, Florida
| | - Kevin J. Anstrom
- Gillings School of Global Public Health, University of North Carolina, Chapel Hill
| | - Ana Navas-Acien
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York
| | - Robin Boineau
- National Center for Complementary and Integrative Health, National Institutes of Health, Bethesda, Maryland
| | - Hayley Nemeth
- Duke Clinical Research Institute, Duke University, Durham, North Carolina
| | - Zhen Huang
- Duke Clinical Research Institute, Duke University, Durham, North Carolina
| | - Jun Wen
- Duke Clinical Research Institute, Duke University, Durham, North Carolina
| | - Yves Rosenberg
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Mario Stylianou
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Teresa L. Z. Jones
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland
| | - Bonnie R. Joubert
- National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina
| | - Qilu Yu
- National Center for Complementary and Integrative Health, National Institutes of Health, Bethesda, Maryland
| | - Regina M. Santella
- Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York
| | - Ana C. Mon
- Columbia University Division of Cardiology, Mount Sinai Medical Center, Miami Beach, Florida
| | - Francisco Ujueta
- Columbia University Division of Cardiology, Mount Sinai Medical Center, Miami Beach, Florida
| | - Esteban Escolar
- Columbia University Division of Cardiology, Mount Sinai Medical Center, Miami Beach, Florida
| | - David M. Nathan
- Massachusetts General Hospital Diabetes Research Center, Harvard Medical School, Boston
| | | | | | - Jonathan K. Ehrman
- Division of Cardiovascular Medicine, Henry Ford Hospital, Detroit, Michigan
| | - Thomas Elliott
- BC Diabetes Research Institute, Vancouver, British Columbia, Canada
| | | | - Eldrin F. Lewis
- Stanford University School of Medicine, Palo Alto, California
| | - Renato D. Lopes
- Duke Clinical Research Institute, Duke University, Durham, North Carolina
| | | | - Anne-Marie Elliott
- Duke Clinical Research Institute, Duke University, Durham, North Carolina
| | | | - Daniel B. Mark
- Duke Clinical Research Institute, Duke University, Durham, North Carolina
| |
Collapse
|
34
|
Martinez-Morata I, Schilling K, Glabonjat RA, Domingo-Relloso A, Mayer M, McGraw K, Fernandez MG, Sanchez T, Nigra AE, Kaufman J, Vaidya D, Jones MR, Bancks MP, Barr R, Shimbo D, Post WS, Valeri L, Shea S, Navas-Acien A. Association of Urinary Metals With Cardiovascular Disease Incidence and All-Cause Mortality in the Multi-Ethnic Study of Atherosclerosis (MESA). Circulation 2024; 150:758-769. [PMID: 39087344 PMCID: PMC11371385 DOI: 10.1161/circulationaha.124.069414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Accepted: 06/24/2024] [Indexed: 08/02/2024]
Abstract
BACKGROUND Exposure to metals has been associated with cardiovascular disease (CVD) end points and mortality, yet prospective evidence is limited beyond arsenic, cadmium, and lead. In this study, we assessed the prospective association of urinary metals with incident CVD and all-cause mortality in a racially diverse population of US adults from MESA (the Multi-Ethnic Study of Atherosclerosis). METHODS We included 6599 participants (mean [SD] age, 62.1 [10.2] years; 53% female) with urinary metals available at baseline (2000 to 2001) and followed through December 2019. We used Cox proportional hazards models to estimate the adjusted hazard ratio and 95% CI of CVD and all-cause mortality by baseline urinary levels of cadmium, tungsten, and uranium (nonessential metals), and cobalt, copper, and zinc (essential metals). The joint association of the 6 metals as a mixture and the corresponding 10-year survival probability was calculated using Cox Elastic-Net. RESULTS During follow-up, 1162 participants developed CVD, and 1844 participants died. In models adjusted by behavioral and clinical indicators, the hazard ratios (95% CI) for incident CVD and all-cause mortality comparing the highest with the lowest quartile were, respectively: 1.25 (1.03, 1.53) and 1.68 (1.43, 1.96) for cadmium; 1.20 (1.01, 1.42) and 1.16 (1.01, 1.33) for tungsten; 1.32 (1.08, 1.62) and 1.32 (1.12, 1.56) for uranium; 1.24 (1.03, 1.48) and 1.37 (1.19, 1.58) for cobalt; 1.42 (1.18, 1.70) and 1.50 (1.29, 1.74) for copper; and 1.21 (1.01, 1.45) and 1.38 (1.20, 1.59) for zinc. A positive linear dose-response was identified for cadmium and copper with both end points. The adjusted hazard ratios (95% CI) for an interquartile range (IQR) increase in the mixture of these 6 urinary metals and the corresponding 10-year survival probability difference (95% CI) were 1.29 (1.11, 1.56) and -1.1% (-2.0, -0.05) for incident CVD and 1.66 (1.47, 1.91) and -2.0% (-2.6, -1.5) for all-cause mortality. CONCLUSIONS This epidemiological study in US adults indicates that urinary metal levels are associated with increased CVD risk and mortality. These findings can inform the development of novel preventive strategies to improve cardiovascular health.
Collapse
Affiliation(s)
- Irene Martinez-Morata
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY
| | - Kathrin Schilling
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY
| | - Ronald A. Glabonjat
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY
| | - Arce Domingo-Relloso
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY
| | - Melanie Mayer
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY
| | - Katlyn McGraw
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY
| | - Marta Galvez Fernandez
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY
| | - Tiffany Sanchez
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY
| | - Anne E. Nigra
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY
| | - Joel Kaufman
- Department of Epidemiology, University of Washington, Seattle, WA
| | | | - Miranda R. Jones
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Michael P. Bancks
- Department of Epidemiology and Prevention, Wake Forest University School of Medicine, Winston-Salem, NC
| | - R.Graham Barr
- Department of Medicine, Columbia University Irving Medical Center, New York, NY
| | - Daichi Shimbo
- Department of Medicine, Columbia University Irving Medical Center, New York, NY
| | - Wendy S. Post
- Department of Medicine, Johns Hopkins University, Baltimore, MD
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Linda Valeri
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY
| | - Steven Shea
- Department of Medicine, Columbia University Irving Medical Center, New York, NY
| | - Ana Navas-Acien
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY
| |
Collapse
|
35
|
Njale E, Mahugija JAM, Shilla DJ, Dharsee N, Mbare NS. Association between exposure to heavy metals and the risk of breast cancer: A case-control study in Tanzania. ENVIRONMENTAL TOXICOLOGY AND PHARMACOLOGY 2024; 110:104498. [PMID: 39025422 DOI: 10.1016/j.etap.2024.104498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 06/26/2024] [Accepted: 06/28/2024] [Indexed: 07/20/2024]
Abstract
Exposure to heavy metals is suspected to influence breast cancer development, although epidemiological evidence regarding this association remains controversial. This study investigated the association between urinary heavy metal levels and breast cancer risk through a hospital-based case-control design, involving 50 breast cancer patients and 40 healthy females. Heavy metals were quantified using an inductively coupled plasma atomic emission spectrophotometer (ICP-AES). The exposure levels were categorized into quartiles, and logistic regression was employed to evaluate the breast cancer risk associated with heavy metal exposure. The results revealed positive associations between risk of breast cancer and concentrations of Al, As, Ni, Cd, and Pb. In addition, the risk of breast cancer was high among participants in the 2nd, 3rd, and 4th quartiles of Al, As, Ni, Cd, and Pb. However, Co showed an inverse association with breast cancer. These results indicate that increased concentrations of heavy metals, with the exception of Co, are associated with the risk of breast cancer.
Collapse
Affiliation(s)
- Emmanuel Njale
- Department of Chemistry, University of Dar es Salaam, P.O. Box 35061, Dar es Salaam, Tanzania; Department of Chemistry, Mwalimu Julius K. Nyerere University of Agriculture and Technology, P.O. Box 976, Musoma, Tanzania.
| | - John A M Mahugija
- Department of Chemistry, University of Dar es Salaam, P.O. Box 35061, Dar es Salaam, Tanzania
| | - Dativa J Shilla
- Department of Chemistry, Dar es Salaam University College of Education, P.O. Box 2329, Dar es Salaam, Tanzania
| | - Nazima Dharsee
- Ocean Road Cancer Institute, P.O. Box 3592, Dar Es Salaam, Tanzania
| | - Nyimvua S Mbare
- Department of Mathematics, University of Dar es Salaam, P.O. Box 35062, Dar es Salaam, Tanzania
| |
Collapse
|
36
|
Gonzalez-Martin R, Palomar A, Perez-Deben S, Salsano S, Quiñonero A, Caracena L, Rucandio I, Fernandez-Saavedra R, Fernandez-Martinez R, Conde-Vilda E, Quejido AJ, Giles J, Vidal C, Bellver J, Dominguez F. Associations between Non-Essential Trace Elements in Women's Biofluids and IVF Outcomes in Euploid Single-Embryo Transfer Cycles. J Xenobiot 2024; 14:1093-1108. [PMID: 39189177 PMCID: PMC11348048 DOI: 10.3390/jox14030062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 08/06/2024] [Accepted: 08/06/2024] [Indexed: 08/28/2024] Open
Abstract
Previous studies have found inconsistent associations between heavy metals and metalloids (cadmium, lead, mercury, and arsenic), and reproductive outcomes. The biofluid concentrations of ten non-essential trace elements (Hg, Pb, As, Ba, Sr, Rb, Cs, Sn, Ni, and Co) were evaluated in 51 Spanish women undergoing ICSI, PGT-A, and SET/FET. Nine out of ten non-essential elements were detectable in follicular fluid, whole blood, and urine collected the day of vaginal oocyte retrieval (VOR) and the day of embryo transfer and then analyzed by ICP-MS or Tricell DMA-80 for mercury. Elevated mercury and strontium concentrations in follicular fluid were associated with poor ovarian response and preimplantation outcomes. Worst preimplantation outcomes were also identified in women with elevated whole-blood strontium or mercury, urinary arsenic, barium, and tin the day of VOR. High concentrations of urinary rubidium on VOR day were linked with enhanced fertilization and blastocyst development. Excessive titanium in whole blood was associated with lower odds of implantation, clinical pregnancy, and achieving a live birth in a given IVF cycle. Excessive urinary arsenic on the day of embryo transfer was associated with lower odds of live birth. Although these preliminary results need to be confirmed in larger populations, distinguishing organic and inorganic element forms, our findings show that some non-essential elements have a detrimental impact on human IVF outcomes.
Collapse
Affiliation(s)
- Roberto Gonzalez-Martin
- IVI-RMA Global Research Alliance, IVI Foundation, Instituto de Investigación Sanitaria La Fe (IIS La Fe), 46026 Valencia, Spain; (R.G.-M.); (A.P.); (A.Q.); (L.C.); (J.G.); (C.V.); (J.B.)
| | - Andrea Palomar
- IVI-RMA Global Research Alliance, IVI Foundation, Instituto de Investigación Sanitaria La Fe (IIS La Fe), 46026 Valencia, Spain; (R.G.-M.); (A.P.); (A.Q.); (L.C.); (J.G.); (C.V.); (J.B.)
| | - Silvia Perez-Deben
- IVI-RMA Global Research Alliance, IVI Foundation, Instituto de Investigación Sanitaria La Fe (IIS La Fe), 46026 Valencia, Spain; (R.G.-M.); (A.P.); (A.Q.); (L.C.); (J.G.); (C.V.); (J.B.)
| | - Stefania Salsano
- IVI-RMA Global Research Alliance, IVI Foundation, Instituto de Investigación Sanitaria La Fe (IIS La Fe), 46026 Valencia, Spain; (R.G.-M.); (A.P.); (A.Q.); (L.C.); (J.G.); (C.V.); (J.B.)
| | - Alicia Quiñonero
- IVI-RMA Global Research Alliance, IVI Foundation, Instituto de Investigación Sanitaria La Fe (IIS La Fe), 46026 Valencia, Spain; (R.G.-M.); (A.P.); (A.Q.); (L.C.); (J.G.); (C.V.); (J.B.)
| | - Laura Caracena
- IVI-RMA Global Research Alliance, IVI Foundation, Instituto de Investigación Sanitaria La Fe (IIS La Fe), 46026 Valencia, Spain; (R.G.-M.); (A.P.); (A.Q.); (L.C.); (J.G.); (C.V.); (J.B.)
- IVI-RMA Global Research Alliance, IVI-RMA Valencia, 46015 Valencia, Spain
| | - Isabel Rucandio
- Unit of Mass Spectrometry and Geochemical Applications, Chemistry Division, Department of Technology, Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (CIEMAT), 28040 Madrid, Spain; (I.R.); (R.F.-S.); (R.F.-M.); (E.C.-V.); (A.J.Q.)
| | - Rocio Fernandez-Saavedra
- Unit of Mass Spectrometry and Geochemical Applications, Chemistry Division, Department of Technology, Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (CIEMAT), 28040 Madrid, Spain; (I.R.); (R.F.-S.); (R.F.-M.); (E.C.-V.); (A.J.Q.)
| | - Rodolfo Fernandez-Martinez
- Unit of Mass Spectrometry and Geochemical Applications, Chemistry Division, Department of Technology, Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (CIEMAT), 28040 Madrid, Spain; (I.R.); (R.F.-S.); (R.F.-M.); (E.C.-V.); (A.J.Q.)
| | - Estefania Conde-Vilda
- Unit of Mass Spectrometry and Geochemical Applications, Chemistry Division, Department of Technology, Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (CIEMAT), 28040 Madrid, Spain; (I.R.); (R.F.-S.); (R.F.-M.); (E.C.-V.); (A.J.Q.)
| | - Alberto J. Quejido
- Unit of Mass Spectrometry and Geochemical Applications, Chemistry Division, Department of Technology, Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (CIEMAT), 28040 Madrid, Spain; (I.R.); (R.F.-S.); (R.F.-M.); (E.C.-V.); (A.J.Q.)
| | - Juan Giles
- IVI-RMA Global Research Alliance, IVI Foundation, Instituto de Investigación Sanitaria La Fe (IIS La Fe), 46026 Valencia, Spain; (R.G.-M.); (A.P.); (A.Q.); (L.C.); (J.G.); (C.V.); (J.B.)
- IVI-RMA Global Research Alliance, IVI-RMA Valencia, 46015 Valencia, Spain
| | - Carmen Vidal
- IVI-RMA Global Research Alliance, IVI Foundation, Instituto de Investigación Sanitaria La Fe (IIS La Fe), 46026 Valencia, Spain; (R.G.-M.); (A.P.); (A.Q.); (L.C.); (J.G.); (C.V.); (J.B.)
- IVI-RMA Global Research Alliance, IVI-RMA Valencia, 46015 Valencia, Spain
| | - Jose Bellver
- IVI-RMA Global Research Alliance, IVI Foundation, Instituto de Investigación Sanitaria La Fe (IIS La Fe), 46026 Valencia, Spain; (R.G.-M.); (A.P.); (A.Q.); (L.C.); (J.G.); (C.V.); (J.B.)
- IVI-RMA Global Research Alliance, IVI-RMA Valencia, 46015 Valencia, Spain
- Department of Pediatrics, Obstetrics and Gynecology, Faculty of Medicine of Valencia, 46010 Valencia, Spain
| | - Francisco Dominguez
- IVI-RMA Global Research Alliance, IVI Foundation, Instituto de Investigación Sanitaria La Fe (IIS La Fe), 46026 Valencia, Spain; (R.G.-M.); (A.P.); (A.Q.); (L.C.); (J.G.); (C.V.); (J.B.)
| |
Collapse
|
37
|
Bloomquist TR, Spaur M, Cerna-Turoff I, Kress AM, Burjak M, Kupsco A, Casey JA, Herbstman JB, Nigra AE. Public drinking water contaminant estimates for birth cohorts in the Environmental Influences on Child Health Outcomes (ECHO) Cohort. JOURNAL OF EXPOSURE SCIENCE & ENVIRONMENTAL EPIDEMIOLOGY 2024:10.1038/s41370-024-00699-2. [PMID: 39098852 PMCID: PMC11790980 DOI: 10.1038/s41370-024-00699-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 06/10/2024] [Accepted: 06/13/2024] [Indexed: 08/06/2024]
Abstract
BACKGROUND The United States Environmental Protection Agency (USEPA) regulates over 80 contaminants in community water systems (CWS), including those relevant to infant health outcomes. Multi-cohort analyses of the association between measured prenatal public water contaminant concentrations and infant health outcomes are sparse in the US. OBJECTIVE Our objectives were to (1) develop Zip Code Tabulation Area (ZCTA)-level CWS contaminant concentrations for participants in the Environmental Influences on Child Health Outcomes (ECHO) Cohort and (2) evaluate regional, seasonal, and sociodemographic inequities in contaminant concentrations at the ZCTA-level. The ECHO Cohort harmonizes data from over 69 extant pregnancy and pediatric cohorts across the US. METHODS We used CWS estimates derived from the USEPA's Six-Year Review 3 (2006-2011) to develop population-weighted, average concentrations for 10 contaminants across 7640 ZCTAs relevant to the ECHO Cohort. We evaluated contaminant distributions, exceedances of regulatory thresholds, and geometric mean ratios (with corresponding percent changes) associated with ZCTA sociodemographic characteristics via spatial lag linear regression models. RESULTS We observed significant regional variability in contaminant concentrations across the US. ZCTAs were most likely to exceed the maximum contaminant level for arsenic (n = 100, 1.4%) and the health-protective threshold for total trihalomethanes (n = 3584, 64.0%). A 10% higher proportion of residents who were American Indian/Alaskan Native and Hispanic/Latino was associated with higher arsenic (11%, 95% CI: 7%, 15%; and 2%, 95% CI: 0%, 3%, respectively) and uranium (15%, 95% CI: 10%, 21%; and 9%, 95% CI: 6%, 12%, respectively) concentrations. IMPACT Nationwide epidemiologic analyses evaluating the association between US community water system contaminant concentration estimates and associated adverse birth outcomes in cohort studies are sparse because public water contaminant concentration estimates that can be readily linked to participant addresses are not available. We developed Zip Code Tabulation Area (ZCTA)-level CWS contaminant concentrations that can be linked to participants in the Environmental Influences on Child Health Outcomes (ECHO) Cohort and evaluated regional, seasonal, and sociodemographic inequities in contaminant concentrations for these ZCTAs. Future epidemiologic studies can leverage these CWS exposure estimates in the ECHO Cohort to evaluate associations with relevant infant outcomes.
Collapse
Affiliation(s)
- Tessa R Bloomquist
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA.
| | - Maya Spaur
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Ilan Cerna-Turoff
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Amii M Kress
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MA, USA
| | - Mohamad Burjak
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MA, USA
| | - Allison Kupsco
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Joan A Casey
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
- Department of Environmental and Occupational Health Sciences, University of Washington School of Public Health, Seattle, WA, USA
| | - Julie B Herbstman
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Anne E Nigra
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
| |
Collapse
|
38
|
Friedman A, Schildroth S, Fruh V, Krengel MH, Tripodis Y, Placidi D, White RF, Lucchini RG, Smith DR, Wright RO, Horton MK, Claus Henn B. Sex-specific associations of a ferroalloy metal mixture with motor function in Italian adolescents. Environ Epidemiol 2024; 8:e321. [PMID: 39022189 PMCID: PMC11254121 DOI: 10.1097/ee9.0000000000000321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 06/11/2024] [Indexed: 07/20/2024] Open
Abstract
Background Motor function is critical for children's health, yet remains an understudied neurodevelopmental domain. Exposure to metals has been linked with motor function, but no study has examined the joint effects of metal mixtures. Methods We evaluated cross-sectional associations between a metal mixture and motor function among 569 adolescents (10-14 years old) living near the ferroalloy industry. Concentrations of blood lead, hair manganese, hair copper, and hair chromium were quantified using inductively coupled plasma mass spectrometry. Neuropsychologists administered multiple fine motor function assessments: pursuit aiming, finger tapping, visual reaction time (VRT), and subtests from the Luria Nebraska battery. We estimated associations between motor function and the metal mixture using quantile-based g-computation and multivariable linear regression, adjusting for child age, sex, and socioeconomic status. We explored sex-specific associations in stratified models. Results Associations between the metal mixture and motor function were mostly null but were modified by sex. We observed a beneficial association among females: a quartile increase in all metals in the mixture was associated with a 2.6% faster average response time on the VRT (95% confidence interval [CI] = -4.7%, -0.5%), driven by Cu and Cr. In contrast, this association was adverse among males (ß = 1.5% slower response time [95% CI = -0.7%, 3.9%]), driven by Cu and Mn. Conclusions Results suggest that males may be more susceptible to the adverse effects of metal exposure on motor function during adolescence than females. Future studies, particularly prospective study designs, are warranted to further understand the associations of metal mixtures with motor function.
Collapse
Affiliation(s)
- Alexa Friedman
- Department of Environmental Health, Boston University School of Public Health, Boston, Massachusetts
| | - Samantha Schildroth
- Department of Environmental Health, Boston University School of Public Health, Boston, Massachusetts
| | - Victoria Fruh
- Department of Environmental Health, Boston University School of Public Health, Boston, Massachusetts
| | - Maxine H. Krengel
- Department of Neurology, Boston University Medical School, Boston, Massachusetts
| | - Yorghos Tripodis
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Donatella Placidi
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | - Roberta F. White
- Department of Environmental Health, Boston University School of Public Health, Boston, Massachusetts
- Department of Neurology, Boston University Medical School, Boston, Massachusetts
| | - Roberto G. Lucchini
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
- Department of Environmental Health Sciences, School of Public Health, Florida International University, Miami, Florida
| | - Donald R. Smith
- Department of Microbiology and Environmental Toxicology, University of California, Santa Cruz, California
| | - Robert O. Wright
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Megan K. Horton
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Birgit Claus Henn
- Department of Environmental Health, Boston University School of Public Health, Boston, Massachusetts
| |
Collapse
|
39
|
Bejaoui S, Chetoui I, Ghribi F, Belhassen D, Abdallah BB, Fayala CB, Boubaker S, Mili S, Soudani N. Exposure to different cobalt chloride levels produces oxidative stress and lipidomic changes and affects the liver structure of Cyprinus carpio juveniles. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:51658-51672. [PMID: 39117974 DOI: 10.1007/s11356-024-34578-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 07/26/2024] [Indexed: 08/10/2024]
Abstract
The present investigation was undertaken to evaluate the toxic effects of CoCl2-induced hepatotoxicity and fatty acid changes in juvenile Cyprinus carpio. Fish were divided into six experimental groups in duplicate. The first group served as controls. The second group received the lowest exposure dose at 2.5 µg/L. In the third group, fish were exposed to 25 µg/L of CoCl2. The fourth group was exposed to 50 µg/L of CoCl2. The last two groups were exposed to the highest doses, 100 and 500 µg/L of CoCl2. Total antioxidant activities were estimated using a colorimetric method. Liver fatty acid compositions were analyzed by high-performance gas chromatography (GC). Hepatopathy was identified through microscopic analysis. Exposure of C. carpio to CoCl2 resulted in hepatotoxicity, indicated by increased levels of malondialdehyde (MDA), hydrogen peroxide (H2O2), protein carbonyls (PCO), and alterations in the ferric reducing antioxidant power system (FRAP). Superoxide dismutase (SOD), glutathione-S-transferase (GST), glutathione peroxidase (GPx), reduced glutathione (GSH), metallothioneins (MTs), and low thiol levels (L-SH) significantly increased, particularly under exposure to the highest CoCl2 doses (100 and 500 µg/L). Acetylcholinesterase activity decreased significantly in C. carpio exposed to graded CoCl2 doses. Additionally, there was a decrease in polyunsaturated fatty acids (PUFA), primarily n-3 PUFA, docosahexaenoic acid (DHA), and eicosapentaenoic acid (EPA), while an increase in monounsaturated (MUFA) and saturated fatty acids (SFA), including palmitic (C16:0), stearic (C18:0), palmitoleic (C16:1), and oleic (C18:1) acids, was observed. Histopathological examination of the liver confirmed hepatopathy revealing characteristic tissue changes such as leucocyte infiltration, hepatic cell membrane degradation, vacuolization, and lipid inclusions. The study provided ethnophysiology insights into the responses of C. carpio to CoCl2-induced oxidative stress and lipidomic alteration, underscoring its potential as a bioindicator for assessing environmental impacts and metal contamination.
Collapse
Affiliation(s)
- Safa Bejaoui
- Laboratory of Ecology, Biology and Physiology of Aquatic Organisms, Department of Biology, Faculty of Science of Tunis, University of Tunis El Manar, 2092, Tunis, Tunisia.
| | - Imene Chetoui
- Laboratory of Ecology, Biology and Physiology of Aquatic Organisms, Department of Biology, Faculty of Science of Tunis, University of Tunis El Manar, 2092, Tunis, Tunisia
| | - Feriel Ghribi
- Laboratory of Ecology, Biology and Physiology of Aquatic Organisms, Department of Biology, Faculty of Science of Tunis, University of Tunis El Manar, 2092, Tunis, Tunisia
- High Institute of Aquaculture and Fishing of Bizerte, BP15, 7080, Menzel Jemil, Tunisia
| | - Dalya Belhassen
- Laboratory of Ecology, Biology and Physiology of Aquatic Organisms, Department of Biology, Faculty of Science of Tunis, University of Tunis El Manar, 2092, Tunis, Tunisia
| | - Boutheina Ben Abdallah
- Laboratory of Ecology, Biology and Physiology of Aquatic Organisms, Department of Biology, Faculty of Science of Tunis, University of Tunis El Manar, 2092, Tunis, Tunisia
| | - Chaima Ben Fayala
- Unit of Pathological and Experimental Human Anatomy, Institute of Pasteur of Tunis, 1002, Tunis-Belvedere, Tunisia
| | - Samir Boubaker
- Unit of Pathological and Experimental Human Anatomy, Institute of Pasteur of Tunis, 1002, Tunis-Belvedere, Tunisia
| | - Sami Mili
- High Institute of Aquaculture and Fishing of Bizerte, BP15, 7080, Menzel Jemil, Tunisia
| | - Nejla Soudani
- Laboratory of Ecology, Biology and Physiology of Aquatic Organisms, Department of Biology, Faculty of Science of Tunis, University of Tunis El Manar, 2092, Tunis, Tunisia
| |
Collapse
|
40
|
Song J, Wang X, Wang X, Huang Q, Wei C, Wang B, Yang S, Liu Z, Cheng S, Guo X, Li J, Li Q, Wang J. Exposure to a mixture of metal(loid)s and sleep quality in pregnant women during early pregnancy: A cross-sectional study. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 281:116663. [PMID: 38964059 DOI: 10.1016/j.ecoenv.2024.116663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 06/26/2024] [Accepted: 06/27/2024] [Indexed: 07/06/2024]
Abstract
Biological characteristics of pregnant women during early pregnancy make them susceptible to both poor sleep quality and metal/metalloid exposure. However, the effects of metal(loid) exposure on sleep quality in pregnant women remain unknown and unexplored. We aimed to examine the relationship between exposure to a mixture of metal(loid)s and pregnant women's sleep quality during early pregnancy. We recruited 493 pregnant women in the first trimester from prenatal clinics in Jinan, Shandong Province, China, and collected their spot urine samples. All urine specimens were assessed for eight metal(loid)s: arsenic (As), cadmium (Cd), iron (Fe), zinc (Zn), molybdenum (Mo), lead (Pb), selenium (Se), and mercury (Hg). We used the Pittsburgh Sleep Quality Index (PSQI) to assess sleep quality. Linear regression, logistic regression, generalized additive models (GAMs), quantile g-computation, and Bayesian kernel machine regression (BKMR) were applied to investigate the relationships between metal(loid) exposure and sleep quality. The results from single metal(loid) models, quantile g-computation models, and BKMR models consistently suggested that Fe was positively related to women's sleep quality. Moreover, in the quantile g-computation models, As was the most critical contributor to the negative effects of the metal(loid) mixture on sleep quality. In addition, we found significant As by Fe interaction for scores of PSQI and habitual sleep efficiency, Pb by Fe interaction for PSQI and sleep latency, and Hg by Fe interaction for PSQI, suggesting the interactive effects of As and Fe, Pb and Fe, Hg and Fe on sleep quality and specific sleep components. Our study provided the first-hand evidence of the effects of metal(loid) exposure on pregnant women's sleep quality. The underlying mechanisms need to be explored in the future.
Collapse
Affiliation(s)
- Jiayi Song
- School of Nursing and Rehabilitation, Shandong University, Jinan, Shandong 250012, China
| | - Xiang Wang
- Department of Obstetrics, Jinan Maternity and Child Care Hospital, Jinan, Shandong 250001, China
| | - Xiaorong Wang
- Shandong First Medical University Jinan Central Hospital, Jinan, Shandong 250014, China
| | - Qichen Huang
- School of Nursing and Rehabilitation, Shandong University, Jinan, Shandong 250012, China
| | - Chuanling Wei
- Department of Gynecology, Jinan Zhangqiu District People's Hospital, Jinan, Shandong 250200, China
| | - Bufei Wang
- Department of Obstetrics, Jinan Maternity and Child Care Hospital, Jinan, Shandong 250001, China
| | - Songbin Yang
- Department of Obstetrics, Jinan Maternity and Child Care Hospital, Jinan, Shandong 250001, China
| | - Zhigang Liu
- Department of Pediatrics, Jinan Maternity and Child Care Hospital, Jinan, Shandong 250001, China
| | - Shuang Cheng
- School of Nursing and Rehabilitation, Shandong University, Jinan, Shandong 250012, China
| | - Xiaohui Guo
- School of Nursing and Rehabilitation, Shandong University, Jinan, Shandong 250012, China
| | - Jiao Li
- School of Nursing and Rehabilitation, Shandong University, Jinan, Shandong 250012, China
| | - Qi Li
- School of Nursing and Rehabilitation, Shandong University, Jinan, Shandong 250012, China
| | - Ju Wang
- School of Nursing and Rehabilitation, Shandong University, Jinan, Shandong 250012, China.
| |
Collapse
|
41
|
Lin JJY, Kuiper JR, Dickerson AS, Buckley JP, Volk HE, Rohlman DS, Lawrence KG, Braxton Jackson W, Sandler DP, Engel LS, Rule AM. Associations of a toenail metal mixture with attention and memory in the Gulf long-term follow-up (GuLF) study. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 935:173387. [PMID: 38788945 PMCID: PMC11170656 DOI: 10.1016/j.scitotenv.2024.173387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 03/31/2024] [Accepted: 05/18/2024] [Indexed: 05/26/2024]
Abstract
BACKGROUND Research on metal-associated neurodegeneration has largely focused on single metals. Since metal exposures typically co-occur as combinations of both toxic and essential elements, a mixtures framework is important for identifying risk and protective factors. This study examined associations between toenail levels of an eight-metal mixture and attention and memory in men living in US Gulf states. METHODS We measured toenail concentrations of toxic (arsenic, chromium, lead, and mercury) and essential (copper, manganese, selenium, and zinc) metals in 413 non-smoking men (23-69 years, 46 % Black) from the Gulf Long-Term Follow-Up (GuLF) Study. Sustained attention and working memory were assessed at the time of toenail sample collection using the continuous performance test (CPT) and digit span test (DST), respectively. Associations between toenail metal concentrations and performance on neurobehavioral tests were characterized using co-pollutant adjusted general linear models and Bayesian Kernel Machine Regression. RESULTS Adjusting for other metals, one interquartile range (IQR) increase in toenail chromium was associated with a 0.19 (95 % CI: -0.31, -0.07) point reduction in CPT D Prime score (poorer ability to discriminate test signals from noise). One IQR increase in toenail manganese was associated with a 0.20 (95 % CI, -0.41, 0.01) point reduction on the DST Reverse Count (fewer numbers recalled). Attention deficits were greater among Black participants compared to White participants for the same increase in toenail chromium concentrations. No evidence of synergistic interaction between metals or adverse effect of the overall metal mixture was observed for either outcome. CONCLUSIONS Our findings support existing studies of manganese-related memory deficits and are some of the first to show chromium related attention deficits in adults. Longitudinal study of cognitive decline is needed to verify chromium findings. Research into social and chemical co-exposures is also needed to explain racial differences in metal-associated neurobehavioral deficits observed in this study.
Collapse
Affiliation(s)
- Joyce J Y Lin
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
| | - Jordan R Kuiper
- Department of Environmental and Occupational Health, The George Washington University Milken Institute School of Public Health, Washington, DC, USA
| | - Aisha S Dickerson
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Jessie P Buckley
- Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, NC, USA
| | - Heather E Volk
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Diane S Rohlman
- Department of Occupational and Environmental Health, University of Iowa College of Public Health, Iowa City, IA, USA
| | - Kaitlyn G Lawrence
- Epidemiology Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC, USA
| | | | - Dale P Sandler
- Epidemiology Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC, USA
| | - Lawrence S Engel
- Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, NC, USA; Epidemiology Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC, USA
| | - Ana M Rule
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| |
Collapse
|
42
|
Dou JF, Schmidt RJ, Volk HE, Nitta MM, Feinberg JI, Newschaffer CJ, Croen LA, Hertz-Picciotto I, Fallin MD, Bakulski KM. Exposure to heavy metals in utero and autism spectrum disorder at age 3: a meta-analysis of two longitudinal cohorts of siblings of children with autism. Environ Health 2024; 23:62. [PMID: 38970053 PMCID: PMC11225197 DOI: 10.1186/s12940-024-01101-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 06/25/2024] [Indexed: 07/07/2024]
Abstract
BACKGROUND Autism spectrum disorder (ASD) is a prevalent and heterogeneous neurodevelopmental disorder. Risk is attributed to genetic and prenatal environmental factors, though the environmental agents are incompletely characterized. METHODS In Early Autism Risk Longitudinal Investigation (EARLI) and Markers of Autism Risk in Babies Learning Early Signs (MARBLES), two pregnancy cohorts of siblings of children with ASD, urinary metals concentrations during two pregnancy time periods (< 28 weeks and ≥ 28 weeks of gestation) were measured using inductively coupled plasma mass spectrometry. At age three, clinicians assessed ASD with DSM-5 criteria. In an exposure-wide association framework, using multivariable log binomial regression, we examined each metal for association with ASD status, adjusting for gestational age at urine sampling, child sex, age at pregnancy, race/ethnicity and education. We meta-analyzed across the two cohorts. RESULTS In EARLI (n = 170) 17% of children were diagnosed with ASD, and 44% were classified as having non-neurotypical development (Non-TD). In MARBLES (n = 231), 21% were diagnosed with ASD, and 14% classified as Non-TD. During the first and second trimester period (< 28 weeks), having cadmium concentration over the level of detection was associated with 1.69 (1.08, 2.64) times higher risk of ASD, and 1.29 (0.95, 1.75)times higher risk of Non-TD. A doubling of first and second trimester cesium concentration was marginally associated with 1.89 (0.94, 3.80) times higher risk of ASD, and a doubling of third trimester cesium with 1.69 (0.97, 2.95) times higher risk of ASD. CONCLUSION Exposure in utero to elevated levels of cadmium and cesium, as measured in urine collected during pregnancy, was associated with increased risk of developing ASD.
Collapse
Affiliation(s)
- John F Dou
- University of Michigan, Ann Arbor, MI, USA
| | | | | | | | | | | | - Lisa A Croen
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | | | - M Daniele Fallin
- Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | | |
Collapse
|
43
|
Liang Y, Zhang M, Jin W, Zhao L, Wu Y. Association of heavy metals exposure with lower blood pressure in the population aged 8-17 years: a cross-sectional study based on NHANES. Front Public Health 2024; 12:1411123. [PMID: 39035189 PMCID: PMC11259964 DOI: 10.3389/fpubh.2024.1411123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 06/27/2024] [Indexed: 07/23/2024] Open
Abstract
Background The existing evidence regarding the joint effect of heavy metals on blood pressure (BP) in children and adolescents is insufficient. Furthermore, the impact of factors such as body weight, fish consumption, and age on their association remains unclear. Methods The study utilized original data from the National Health and Nutrition Examination Survey, encompassing 2,224 children and adolescents with complete information on 12 urinary metals (barium, cadmium, cobalt, cesium, molybdenum, lead, antimony, thallium, tungsten, uranium, mercury and arsenic), BP, and core covariates. Various statistical methods, including weighted multiple logistic regression, linear regression, and Weighted Quantile Sum regression (WQS), were employed to evaluate the impact of mixed metal exposure on BP. Sensitivity analysis was conducted to confirm the primary analytical findings. Results The findings revealed that children and adolescents with low-level exposure to lead (0.40 μg/L, 95%CI: 0.37, 0.42), mercury (0.38 μg/L, 95%CI: 0.35, 0.42) and molybdenum (73.66 μg/L, 95%CI: 70.65, 76.66) exhibited reduced systolic blood pressure (SBP) and diastolic blood pressure (DBP). Conversely, barium (2.39 μg/L, 95%CI: 2.25, 2.54) showed a positive association with increased SBP. A 25th percentile increase in the WQS index is significantly associated with a decrease in SBP of 0.67 mmHg (95%CI, -1.24, -0.10) and a decrease in DBP of 0.59 mmHg (95% CI, -1.06, -0.12), which remains statistically significant even after adjusting for weight. Furthermore, among individuals who consume fish, heavy metals have a more significant influence on SBP. A 25 percentile increase in the WQS index is significantly associated with a decrease of 3.30 mmHg (95% CI, -4.73, -1.87) in SBP, primarily attributed to mercury (27.61%), cadmium (27.49%), cesium (17.98%), thallium (8.49%). The study also identified a declining trend in SBP among children aged 10-17, whereas children aged 11-18 exhibited lower levels of systolic and diastolic blood pressure, along with a reduced risk of hypertension. Conclusion Some heavy metals demonstrate an inverse association with the BP of children and adolescents, particularly notable in groups with fish consumption and older children and adolescents. Future studies are warranted to validate these findings and delve deeper into the interplay of heavy metals.
Collapse
Affiliation(s)
| | | | | | - Liqing Zhao
- Department of Pediatric Cardiology, Xinhua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yurong Wu
- Department of Pediatric Cardiology, Xinhua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| |
Collapse
|
44
|
Hu JMY, Arbuckle TE, Janssen PA, Lanphear BP, Alampi JD, Braun JM, MacFarlane AJ, Chen A, McCandless LC. Gestational exposure to organochlorine compounds and metals and infant birth weight: effect modification by maternal hardships. Environ Health 2024; 23:60. [PMID: 38951908 PMCID: PMC11218229 DOI: 10.1186/s12940-024-01095-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 06/06/2024] [Indexed: 07/03/2024]
Abstract
BACKGROUND Gestational exposure to toxic environmental chemicals and maternal social hardships are individually associated with impaired fetal growth, but it is unclear whether the effects of environmental chemical exposure on infant birth weight are modified by maternal hardships. METHODS We used data from the Maternal-Infant Research on Environmental Chemicals (MIREC) Study, a pan-Canadian cohort of 1982 pregnant females enrolled between 2008 and 2011. We quantified eleven environmental chemical concentrations from two chemical classes - six organochlorine compounds (OCs) and five metals - that were detected in ≥ 70% of blood samples collected during the first trimester. We examined fetal growth using birth weight adjusted for gestational age and assessed nine maternal hardships by questionnaire. Each maternal hardship variable was dichotomized to indicate whether the females experienced the hardship. In our analysis, we used elastic net to select the environmental chemicals, maternal hardships, and 2-way interactions between maternal hardships and environmental chemicals that were most predictive of birth weight. Next, we obtained effect estimates using multiple linear regression, and plotted the relationships by hardship status for visual interpretation. RESULTS Elastic net selected trans-nonachlor, lead, low educational status, racially minoritized background, and low supplemental folic acid intake. All were inversely associated with birth weight. Elastic net also selected interaction terms. Among those with increasing environmental chemical exposures and reported hardships, we observed stronger negative associations and a few positive associations. For example, every two-fold increase in lead concentrations was more strongly associated with reduced infant birth weight among participants with low educational status (β = -100 g (g); 95% confidence interval (CI): -215, 16), than those with higher educational status (β = -34 g; 95% CI: -63, -3). In contrast, every two-fold increase in mercury concentrations was associated with slightly higher birth weight among participants with low educational status (β = 23 g; 95% CI: -25, 71) compared to those with higher educational status (β = -9 g; 95% CI: -24, 6). CONCLUSIONS Our findings suggest that maternal hardships can modify the associations of gestational exposure to some OCs and metals with infant birth weight.
Collapse
Affiliation(s)
- Janice M Y Hu
- Environmental Health Science and Research Bureau, Healthy Environments and Consumer Safety Branch, Health Canada, 101 Tunney's Pasture Driveway, Ottawa, ON, K1A 0K9, Canada.
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, V5A 1S6, Canada.
| | - Tye E Arbuckle
- Environmental Health Science and Research Bureau, Healthy Environments and Consumer Safety Branch, Health Canada, 101 Tunney's Pasture Driveway, Ottawa, ON, K1A 0K9, Canada
| | - Patricia A Janssen
- School of Population and Public Health, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
| | - Bruce P Lanphear
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, V5A 1S6, Canada
| | - Joshua D Alampi
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, V5A 1S6, Canada
| | - Joseph M Braun
- Department of Epidemiology, Brown University, Providence, RI, USA
| | - Amanda J MacFarlane
- Texas A&M Agriculture, Food and Nutrition Evidence Center, Fort Worth, TX, USA
| | - Aimin Chen
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | | |
Collapse
|
45
|
Song J, Wang X, Huang Q, Wei C, Yang D, Wang C, Fan K, Cheng S, Guo X, Wang J. Predictors of urinary heavy metal concentrations among pregnant women in Jinan, China. J Trace Elem Med Biol 2024; 84:127444. [PMID: 38581744 DOI: 10.1016/j.jtemb.2024.127444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 03/24/2024] [Accepted: 03/26/2024] [Indexed: 04/08/2024]
Abstract
BACKGROUND Toxic heavy metal exposure and insufficiency or excess of essential heavy metals may have negative effects on pregnant women's health and fetal growth. To date, the predictors of pregnant women's heavy metal exposure levels remain unclear and vary with different regions. The study intended to explore potential predictors of exposure to heavy metals individually and high co-exposure to heavy metal mixtures. METHODS We recruited 298 pregnant women in first trimester from prenatal clinics in Jinan, Shandong Province, China, and collected spot urine samples and questionnaire data on their demographic characteristics, lifestyle habits, consumption of food and dietary supplement, and residential environment. All urine samples were analyzed for seven heavy metals: cobalt (Co), molybdenum (Mo), strontium (Sr), arsenic (As), cadmium (Cd), lead (Pb) and mercury (Hg). RESULTS Factors associated with single heavy metal concentration were as follows: a) urinary As, Sr and Cd increased with women's age respectively; b) pregnant women with higher monthly household income per capita had lower Sr and Mo levels; c) pregnant women with intermittent folic acid supplementation and those not taking tap water as domestic drinking water had lower Sr concentrations; d) Cd was positively linked with consumption frequency of rice; e) Hg was adversely related to consumption frequency of egg and the women who took purified water as domestic drinking water had lower Hg exposure. In addition, pregnant women's age was positively associated with odds of high co-exposure to Co, As, Sr, Mo, Cd and Pb; while those with an educational level of college had lower odds of high exposure to such a metal mixture compared with those whose educational levels were lower than high school. CONCLUSION Predictors of single urinary heavy metal concentration included pregnant women's age (As, Sr and Cd), monthly household income per capita (Sr and Mo), folic acid supplementation (Sr), rice consumption frequency (Cd), egg consumption frequency (Hg) and the type of domestic drinking water (Sr and Hg). Pregnant women with older age, lower educational level tended to have high co-exposure to Co, As, Sr, Mo, Cd and Pb.
Collapse
Affiliation(s)
- Jiayi Song
- School of Nursing and Rehabilitation, Shandong University, Jinan, Shandong 250012, China
| | - Xiang Wang
- Department of Obstetrics, Jinan Maternity and Child Care Hospital, Jinan, Shandong 250000, China
| | - Qichen Huang
- School of Nursing and Rehabilitation, Shandong University, Jinan, Shandong 250012, China
| | - Chuanling Wei
- Department of Gynecology, Jinan Zhangqiu District People's Hospital, Jinan, Shandong 250200, China
| | - Dongxia Yang
- Department of Obstetrics, Jinan Maternity and Child Care Hospital, Jinan, Shandong 250000, China
| | - Cuilan Wang
- Department of Obstetrics, Jinan Maternity and Child Care Hospital, Jinan, Shandong 250000, China
| | - Kefeng Fan
- Department of Obstetrics, Jinan Maternity and Child Care Hospital, Jinan, Shandong 250000, China
| | - Shuang Cheng
- School of Nursing and Rehabilitation, Shandong University, Jinan, Shandong 250012, China
| | - Xiaohui Guo
- School of Nursing and Rehabilitation, Shandong University, Jinan, Shandong 250012, China
| | - Ju Wang
- School of Nursing and Rehabilitation, Shandong University, Jinan, Shandong 250012, China.
| |
Collapse
|
46
|
Collado-López S, Burns KF, Smith SN, Kordas K, Desai G. Association between breakfast skipping and blood levels of lead and cadmium in children and adolescents aged 6-17 years: Results from the National Health and Nutrition Examination Survey 2013-2018. J Trace Elem Med Biol 2024; 84:127468. [PMID: 38728997 DOI: 10.1016/j.jtemb.2024.127468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Revised: 04/27/2024] [Accepted: 04/30/2024] [Indexed: 05/12/2024]
Abstract
INTRODUCTION Previous research suggests that fasting increases lead absorption in the gastrointestinal tract, and that regularly eating meals may reduce blood lead. However, there is insufficient evidence linking breakfast status and blood-metal levels in children. We assessed the cross-sectional association between breakfast consumption status and children and adolescent's blood levels of lead and cadmium. We also explored blood hemoglobin, serum ferritin, and age group as potential effect modifiers of these associations. METHODS This analysis included children and adolescents aged 6-17 years who participated in the National Health and Nutrition Examination Survey (NHANES) cycles 2013-2018 with complete data on breakfast consumption status (consumers vs. skippers), blood metals, and covariates (N=3722). Blood metal variables were log-transformed. Crude and covariate-adjusted, survey-weighted linear regression models were conducted for each blood metal outcome. Potential effect modification was explored using stratification. RESULTS Overall fewer participants reported skipping breakfast (n=719) than eating breakfast (n=3003). Mean (SE) concentrations of blood lead and cadmium (µg/L) were 0.63 (0.01) µg/dL and 0.13 (0.00) µg/L, respectively. Children and adolescents who skipped breakfast were more likely to be female (51.2%), older (mean 12.2 years, SE = 0.1), have a higher body mass index (mean 22.8 kg/m2, SE = 0.2), and a lower income-poverty ratio (mean 1.7, SE = 0.1) than breakfast consumers. No associations between breakfast consumption and any of the blood metals were found. When stratified by age (≤ 10, 11-13, and 14-17 years), children aged 11-13 years who consumed breakfast had lower log-transformed blood lead levels [β = -0.14 µg/L; 95% CI: (-0.25, -0.03)] compared to children of the same age who skipped breakfast. CONCLUSION Children 11-13 years-old who were breakfast consumers had lower blood lead levels compared to children of the same age who skipped breakfast. Our results support that encouraging breakfast consumption among school-age children may contribute to lower blood lead levels.
Collapse
Affiliation(s)
- Sonia Collado-López
- Center for Nutrition and Health Research, Instituto Nacional de Salud Pública, Cuernavaca, Morelos 62100, Mexico
| | - Kaelyn F Burns
- Department of Epidemiology and Environmental Health, University at Buffalo, Buffalo, NY 14214, USA.
| | - Samantha N Smith
- Department of Epidemiology and Environmental Health, University at Buffalo, Buffalo, NY 14214, USA
| | - Katarzyna Kordas
- Department of Epidemiology and Environmental Health, University at Buffalo, Buffalo, NY 14214, USA
| | - Gauri Desai
- Department of Epidemiology and Environmental Health, University at Buffalo, Buffalo, NY 14214, USA
| |
Collapse
|
47
|
Soleimani Z, Haghshenas R, Farzi Y, Taherkhani A, Shokri Varniab Z, Naserinjad M, Abedinjad P, Salehyan S, Maeiyat A, Gorgani F, Mirzaei S, Abbasi-Kangevari M, Naddafi K, Yunesian M, Mesdaghina A, Farzadfar F. Reference values for metal(loid)s concentrations in the urine samples of healthy Iranian adults: Results from the first nationally representative human biomonitoring study. J Trace Elem Med Biol 2024; 84:127424. [PMID: 38507981 DOI: 10.1016/j.jtemb.2024.127424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 02/21/2024] [Accepted: 03/03/2024] [Indexed: 03/22/2024]
Abstract
BACKGROUND This study measured the concentrations of arsenic (As), aluminum (Al), cadmium (Cd), chromium (Cr), mercury (Hg), nickel (Ni), and lead (Pb) in the urine samples of the Iranian adult population. METHODS This nationally representative study was conducted on 490 participants in six provinces of Iran who were selected based on the clustering method. Participants included healthy Iranian adults aged above 25 years without a history of illness and non-smokers. Fasting urine sampling, body composition, and demographic measurements were performed for each participant. Urine samples were analyzed by acid digesting method using Inductively Coupled Plasma Mass Spectrometry (ICP-MS). The analysis included descriptive statistics and multiple linear regression using Python programming language. RESULTS The geometrical mean (with corresponding reference values, µg/l) concentrations of metal(loid)s in urine for women, men, and both were 198.2 (625.3), 163.5 (486.1), and 192.5(570.4) for Al, 15.6(51.7), 28.8(71.1), and 21.9 (61.64) for As, 18.5(55.2), 20.7(56.5), and 19.22(55.75) for Pb, 17.9(57.6), 17.9 (53.9), and 17.9(56) for Ni, 13.95(47.5), 20.3(62.2) and 16(51.6) for Cr, 3.5(12.2), 2.9(11.5), and 3.3(12) for Hg, 0.74(2.7), 0.95 (3.6), and 0.81(3.1) for Cd. There was a direct relationship between the concentration of metal(loid)s and demographic indicators and body composition (P<0.05). Moreover, there was a direct relationship between the concentration of As, Cr, Hg, Ni, and Pb with age and wealth index (P<0.05). CONCLUSIONS The concentrations found could be used as the reference range for As, Al, Cd, Cr, Hg, Ni, and Pb for human biomonitoring studies on the Iranian adult population.
Collapse
Affiliation(s)
- Zahra Soleimani
- Center for Air Pollution Research (CAPR), Institute for Environmental Research (IER), Tehran University of Medical Sciences, Tehran, Iran; Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Rosa Haghshenas
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Yousef Farzi
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Ali Taherkhani
- Department of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Zahra Shokri Varniab
- Endocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Maryam Naserinjad
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Parnian Abedinjad
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Samet Salehyan
- Health and Work Environment Group, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Abdullah Maeiyat
- Environmental Health Group, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Fatemeh Gorgani
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Saham Mirzaei
- Institute of methodologies for Environmetal Analysis, Italian National Research Council, 85050 Potenza, Italy
| | - Mohsen Abbasi-Kangevari
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Kazem Naddafi
- Center for Air Pollution Research (CAPR), Institute for Environmental Research (IER), Tehran University of Medical Sciences, Tehran, Iran; Department of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Masud Yunesian
- Department of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran; Department of Research Methodology and Data Analysis, Institute for Environmental Research (IER), Tehran University of Medical Sciences, Tehran, Iran
| | - Alireza Mesdaghina
- Department of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran.
| | - Farshad Farzadfar
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran.
| |
Collapse
|
48
|
Mérida-Ortega Á, Ugalde-Resano R, Rincón-Rubio A, Flores-Collado G, Flores-García MK, Rangel-Moreno K, Gennings C, López-Carrillo L. Food groups consumption and urinary metal mixtures in women from Northern Mexico. J Trace Elem Med Biol 2024; 84:127428. [PMID: 38484634 DOI: 10.1016/j.jtemb.2024.127428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 03/04/2024] [Accepted: 03/05/2024] [Indexed: 05/27/2024]
Abstract
OBJECTIVE We aimed to evaluate the association between food groups and mixtures of urinary metal concentrations in a sample of women; as well as identify the most important metals within each mixture. METHODS This is a cross-sectional analysis between food groups consumption and mixtures of various metals in urine from 439 women, ≥18 years old, from Northen Mexico. We estimated the dietary intake of 20 food groups through a validated semi-quantitative food frequency questionnaire. Urinary metal concentration of aluminum, antimony, arsenic, barium, cadmium, cesium, chromium, cobalt, copper, lead, manganese, magnesium, molybdenum, nickel, selenium, thallium, tin, vanadium, and zinc, were measured by inductively coupled plasma triple quad. We used weighted quantile sum (WQS) regression with binomial family specification to assess the association of food groups and metal mixtures, as well as to identify the most important ones. RESULTS We identified tin, lead, and antimony as the most important metals, in the metal mixtures that were positively associated with the consumption of eggs, non-starchy vegetables, fruits, seafood, corn, oil seeds, chicken, soda, legumes, red and/or processed meats, as well as negatively with the consumption of alliums, corn tortillas and/or vegetable oils. CONCLUSION Our findings suggest that food consumption is related to more than one metal in the study sample, and highlights the presence of some of them. Further research is required to identify the possible sources of metals in food, as well as the chronic adverse health effects attributed to their simultaneous presence.
Collapse
Affiliation(s)
- Ángel Mérida-Ortega
- Instituto Nacional de Salud Pública, Av. Universidad No. 655, Santa María Ahuacatitlán, Cuernavaca, Morelos CP 62100, Mexico
| | - Rodrigo Ugalde-Resano
- Instituto Nacional de Salud Pública, Av. Universidad No. 655, Santa María Ahuacatitlán, Cuernavaca, Morelos CP 62100, Mexico
| | - Alma Rincón-Rubio
- Instituto Nacional de Salud Pública, Av. Universidad No. 655, Santa María Ahuacatitlán, Cuernavaca, Morelos CP 62100, Mexico
| | - Gisela Flores-Collado
- Instituto Nacional de Salud Pública, Av. Universidad No. 655, Santa María Ahuacatitlán, Cuernavaca, Morelos CP 62100, Mexico
| | - M Karen Flores-García
- Instituto Nacional de Salud Pública, Av. Universidad No. 655, Santa María Ahuacatitlán, Cuernavaca, Morelos CP 62100, Mexico
| | - Karla Rangel-Moreno
- Instituto Nacional de Salud Pública, Av. Universidad No. 655, Santa María Ahuacatitlán, Cuernavaca, Morelos CP 62100, Mexico
| | - Chris Gennings
- Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Pl, New York, NY 10029, USA
| | - Lizbeth López-Carrillo
- Instituto Nacional de Salud Pública, Av. Universidad No. 655, Santa María Ahuacatitlán, Cuernavaca, Morelos CP 62100, Mexico.
| |
Collapse
|
49
|
Navas-Acien A, Santella RM, Joubert BR, Huang Z, Lokhnygina Y, Ujueta F, Gurvich I, LoIacono NJ, Ravalli F, Ward CD, Jarrett JM, Salazar ADL, Boineau R, Jones TLZ, Mark DB, Newman JD, Nathan DM, Anstrom KJ, Lamas GA. Baseline characteristics including blood and urine metal levels in the Trial to Assess Chelation Therapy 2 (TACT2). Am Heart J 2024; 273:72-82. [PMID: 38621575 PMCID: PMC11162898 DOI: 10.1016/j.ahj.2024.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 04/05/2024] [Accepted: 04/11/2024] [Indexed: 04/17/2024]
Abstract
BACKGROUND The reduction in cardiovascular disease (CVD) events with edetate disodium (EDTA) in the Trial to Assess Chelation Therapy (TACT) suggested that chelation of toxic metals might provide novel opportunities to reduce CVD in patients with diabetes. Lead and cadmium are vasculotoxic metals chelated by EDTA. We present baseline characteristics for participants in TACT2, a randomized, double-masked, placebo-controlled trial designed as a replication of the TACT trial limited to patients with diabetes. METHODS TACT2 enrolled 1,000 participants with diabetes and prior myocardial infarction, age 50 years or older between September 2016 and December 2020. Among 959 participants with at least one infusion, 933 had blood and/or urine metals measured at the Centers for Diseases Control and Prevention using the same methodology as in the National Health and Nutrition Examination Survey (NHANES). We compared metal levels in TACT2 to a contemporaneous subset of NHANES participants with CVD, diabetes and other inclusion criteria similar to TACT2's participants. RESULTS At baseline, the median (interquartile range, IQR) age was 67 (60, 72) years, 27% were women, 78% reported white race, mean (SD) BMI was 32.7 (6.6) kg/m2, 4% reported type 1 diabetes, 46.8% were treated with insulin, 22.3% with GLP1-receptor agonists or SGLT-2 inhibitors, 90.2% with aspirin, warfarin or P2Y12 inhibitors, and 86.5% with statins. Blood lead was detectable in all participants; median (IQR) was 9.19 (6.30, 13.9) µg/L. Blood and urine cadmium were detectable in 97% and median (IQR) levels were 0.28 (0.18, 0.43) µg/L and 0.30 (0.18, 0.51) µg/g creatinine, respectively. Metal levels were largely similar to those in the contemporaneous NHANES subset. CONCLUSIONS TACT2 participants were characterized by high use of medication to treat CVD and diabetes and similar baseline metal levels as in the general US population. TACT2 will determine whether chelation therapy reduces the occurrence of subsequent CVD events in this high-risk population. CLINICAL TRIALS REGISTRATION ClinicalTrials.gov. Identifier: NCT02733185. https://clinicaltrials.gov/study/NCT02733185.
Collapse
Affiliation(s)
- Ana Navas-Acien
- Department of Environmental Health Sciences Columbia University Mailman School of Public Health New York, NY.
| | - Regina M Santella
- Department of Environmental Health Sciences Columbia University Mailman School of Public Health New York, NY
| | - Bonnie R Joubert
- National Institute of Environmental Health Sciences, National Institutes of Health, Durham, NC
| | - Zhen Huang
- Duke Clinical Research Institute, Duke University Medical Center, Durham, NC
| | - Yuliya Lokhnygina
- Duke Clinical Research Institute, Duke University Medical Center, Durham, NC; Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC
| | - Francisco Ujueta
- Department of Medicine at Mount Sinai Medical Center, Miami Beach, FL
| | - Irina Gurvich
- Department of Environmental Health Sciences Columbia University Mailman School of Public Health New York, NY
| | - Nancy J LoIacono
- Department of Environmental Health Sciences Columbia University Mailman School of Public Health New York, NY
| | - Filippo Ravalli
- Department of Environmental Health Sciences Columbia University Mailman School of Public Health New York, NY
| | - Cynthia D Ward
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA
| | - Jeffery M Jarrett
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA
| | - Alfonsina De Leon Salazar
- Division of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA
| | - Robin Boineau
- National Center for Complementary and Integrative Health, National Institutes of Health, Bethesda, MD
| | - Teresa L Z Jones
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
| | - Daniel B Mark
- Duke Clinical Research Institute, Duke University Medical Center, Durham, NC
| | | | - David M Nathan
- Massachusetts General Hospital Diabetes Center, Harvard Medical School, Boston, MA
| | - Kevin J Anstrom
- Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC
| | - Gervasio A Lamas
- Department of Medicine at Mount Sinai Medical Center, Miami Beach, FL; Columbia University Division of Cardiology at Mount Sinai Medical Center, Miami Beach, FL
| |
Collapse
|
50
|
Yim G, Margetaki K, Romano ME, Kippler M, Vafeiadi M, Roumeliotaki T, Bempi V, Farzan SF, Chatzi L, Howe CG. Metal mixture exposures and serum lipid levels in childhood: the Rhea mother-child cohort in Greece. JOURNAL OF EXPOSURE SCIENCE & ENVIRONMENTAL EPIDEMIOLOGY 2024; 34:688-698. [PMID: 38698271 PMCID: PMC11559660 DOI: 10.1038/s41370-024-00674-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 04/09/2024] [Accepted: 04/10/2024] [Indexed: 05/05/2024]
Abstract
BACKGROUND Growing evidence suggests that cardiovascular disease develops over the lifetime, often beginning in childhood. Metal exposures have been associated with cardiovascular disease and important risk factors, including dyslipidemia, but prior studies have largely focused on adult populations and single metal exposures. OBJECTIVE To investigate the individual and joint impacts of multiple metal exposures on lipid levels during childhood. METHODS This cross-sectional study included 291 4-year-old children from the Rhea Cohort Study in Heraklion, Greece. Seven metals (manganese, cobalt, selenium, molybdenum, cadmium, mercury, and lead) were measured in whole blood using inductively coupled plasma mass spectrometry. Serum lipid levels included total cholesterol, triglycerides, high-density lipoprotein (HDL) cholesterol, and low-density lipoprotein (LDL) cholesterol. To determine the joint and individual impacts of child metal exposures (log2-transformed) on lipid levels, Bayesian kernel machine regression (BKMR) was employed as the primary multi-pollutant approach. Potential effect modification by child sex and childhood environmental tobacco smoke exposure was also evaluated. RESULTS BKMR identified a positive association between the metal mixture and both total and LDL cholesterol. Of the seven metals examined, selenium (median 90.6 [IQR = 83.6, 96.5] µg/L) was assigned the highest posterior inclusion probability for both total and LDL cholesterol. A difference in LDL cholesterol of 8.22 mg/dL (95% CI = 1.85, 14.59) was observed when blood selenium was set to its 75th versus 25th percentile, holding all other metals at their median values. In stratified analyses, the positive association between selenium and LDL cholesterol was only observed among boys or among children exposed to environmental tobacco smoke during childhood. IMPACT STATEMENT Growing evidence indicates that cardiovascular events in adulthood are the consequence of the lifelong atherosclerotic process that begins in childhood. Therefore, public health interventions targeting childhood cardiovascular risk factors may have a particularly profound impact on reducing the burden of cardiovascular disease. Although growing evidence supports that both essential and nonessential metals contribute to cardiovascular disease and risk factors, such as dyslipidemia, prior studies have mainly focused on single metal exposures in adult populations. To address this research gap, the current study investigated the joint impacts of multiple metal exposures on lipid concentrations in early childhood.
Collapse
Affiliation(s)
- Gyeyoon Yim
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Dartmouth College, Lebanon, NH, USA.
| | - Katerina Margetaki
- Clinic of Preventive Medicine and Nutrition, Faculty of Medicine, University of Crete, Heraklion, Greece
| | - Megan E Romano
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Dartmouth College, Lebanon, NH, USA
| | - Maria Kippler
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Marina Vafeiadi
- Department of Social Medicine, Faculty of Medicine, University of Crete, Heraklion, Greece
| | - Theano Roumeliotaki
- Department of Social Medicine, Faculty of Medicine, University of Crete, Heraklion, Greece
| | - Vicky Bempi
- Department of Social Medicine, Faculty of Medicine, University of Crete, Heraklion, Greece
| | - Shohreh F Farzan
- Department of Population and Public Health Sciences, Division of Environmental Health, University of Southern California, Los Angeles, CA, USA
| | - Leda Chatzi
- Department of Population and Public Health Sciences, Division of Environmental Health, University of Southern California, Los Angeles, CA, USA
| | - Caitlin G Howe
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Dartmouth College, Lebanon, NH, USA
| |
Collapse
|