1
|
Zhou J, Jin L, Zhou Y, Zhong K, Huang K, Zhang Q, Tang J, Zhang X, Peng L, Li S, Lv N, Yu D, Zhu Q, Guo J, Luo Q, Chen G. Associations of multiple metals exposure with immunoglobulin levels in pregnant women: Hangzhou Birth Cohort Study. J Environ Sci (China) 2025; 151:560-572. [PMID: 39481962 DOI: 10.1016/j.jes.2024.03.046] [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: 11/05/2023] [Revised: 03/26/2024] [Accepted: 03/27/2024] [Indexed: 11/03/2024]
Abstract
Metal may affect maternal immune function, but few epidemiological studies have reported the associations between multiple-metal exposure and maternal immunoglobulin (Ig) levels. Based on the Hangzhou Birth Cohort Study, 1059 participants were included, and eleven metals in whole blood samples and serum IgA, IgG, IgE and IgM levels were measured. Linear regression, quantile-based g-computation (QGC), and Bayesian kernel machine regression (BKMR) models were used to evaluate the associations. Compared with the first tertile of metal levels, arsenic (As) was negatively associated with IgE (β = -0.25, 95% confidence interval (CI) = -0.48 to -0.02). Moreover, significant associations of manganese (Mn) with IgA, IgG and IgM were demonstrated (β = 0.10, 95% CI = 0.04 to 0.18; β = 0.07, 95% CI = 0.03 to 0.12; β = 0.10, 95% CI = 0.03 to 0.18, respectively). Cadmium (Cd) were associated with higher levels of IgM. QGC models showed the positive association of the metal mixtures with IgA and IgG, with Mn playing a major role. Mn and Cd had positive contributions to IgM, while As had negative contributions to IgE. In the BKMR models, the latent continuous outcomes of IgA and IgG showed a significant increase when all the metals were at their 60th percentile or above compared to those at their 50th percentile. Therefore, exposure to metals was associated with maternal Igs, and mainly showed that Mn was associated with increased levels of IgA, IgG and IgM, and As was associated with low IgE levels.
Collapse
Affiliation(s)
- Jiena Zhou
- Department of Public Health, and Key Laboratory of Reproductive Genetics (Ministry of Education), Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Lanfei Jin
- Department of Public Health, and Key Laboratory of Reproductive Genetics (Ministry of Education), Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Yexinyi Zhou
- Department of Public Health, and Key Laboratory of Reproductive Genetics (Ministry of Education), Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Kunhong Zhong
- Department of Public Health, and Key Laboratory of Reproductive Genetics (Ministry of Education), Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Kegui Huang
- Department of Public Health, and Key Laboratory of Reproductive Genetics (Ministry of Education), Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Qi Zhang
- Department of Clinical Laboratory, Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310018, China
| | - Jun Tang
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou 310051, China
| | - Xue Zhang
- Jiashan County Center for Disease Control and Prevention, Jiashan, Zhejiang 314199, China
| | - Lihe Peng
- Jiashan County Center for Disease Control and Prevention, Jiashan, Zhejiang 314199, China
| | - Shuai Li
- Department of Clinical Laboratory, Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310020, China
| | - Na Lv
- Department of Public Health, and Key Laboratory of Reproductive Genetics (Ministry of Education), Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Dongdong Yu
- Department of Public Health, and Key Laboratory of Reproductive Genetics (Ministry of Education), Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Qinheng Zhu
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou 310051, China
| | - Jing Guo
- Department of Public Health, and Key Laboratory of Reproductive Genetics (Ministry of Education), Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Qiong Luo
- Department of Obstetrics, Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310020, China
| | - Guangdi Chen
- Department of Public Health, and Key Laboratory of Reproductive Genetics (Ministry of Education), Women's Hospital, Zhejiang University School of Medicine, Hangzhou 310058, China.
| |
Collapse
|
2
|
Wang X, Zhang Y, Liu X, Zhou S, Cheng P, Zhang B, Zhang B. Nonlinearity association of blood cobalt with the risk of anemia among middle-aged and older adults: National Health and Nutrition Examination Survey. Hematology 2024; 29:2416724. [PMID: 39665681 DOI: 10.1080/16078454.2024.2416724] [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: 04/01/2024] [Accepted: 10/08/2024] [Indexed: 12/13/2024] Open
Abstract
OBJECTIVE The use of cobalt alloys in medical implants poses a high risk of cobalt exposure, yet there is a lack of evidence regarding the association between blood cobalt levels and anemia. This study aimed to explore the link between blood cobalt levels and the onset of anemia and to identify potential threshold levels of blood cobalt that could affect anemia. METHODS The US National Health and Nutrition Examination Survey data from 2017 to 2020 were analyzed for this cross-sectional study. This study primarily employed multivariate logistic regression, stratified interaction analysis, restricted cubic splines (RCS), and threshold effect analysis to explore the relationship between blood cobalt concentration and anemia. RESULTS The study included 5510 participants and among them 12.2% were diagnosed with anemia. Logistic regression model indicates a positive correlation between blood cobalt levels and the risk of anemia. RCS shows that the relationship between ln cobalt concentration and anemia was non-linear (J-shaped). The ln cobalt inflection point was approximately 0.81. The odds ratio of anemia with ln cobalt ≥ 0.81 was 4.00 (95% CI: 2.95-5.43, p < 0.001), the odds ratio of anemia with ln cobalt < 0.81 was 0.73 (95% CI: 0.45-1.18, p = 0.201). CONCLUSIONS The analysis unveiled a non-linear relationship, indicating that elevated blood cobalt levels were linked to a heightened likelihood of developing anemia in middle-aged and older adults; the cut-off value of ln cobalt was approximately 0.81. The findings of this study warrant further investigation.
Collapse
Affiliation(s)
- Xia Wang
- Department of Laboratory Medicine, The First Affiliated Hospital of Hebei North University, Zhangjiakou, People's Republic of China
| | - Ye Zhang
- Graduate School, Hebei North University, Zhangjiakou, People's Republic of China
| | - Xuntao Liu
- Department of Laboratory Medicine, The First Affiliated Hospital of Hebei North University, Zhangjiakou, People's Republic of China
| | - Sutao Zhou
- Department of Laboratory Medicine, The First Affiliated Hospital of Hebei North University, Zhangjiakou, People's Republic of China
| | - Peng Cheng
- Department of Anesthesiology, The First People's Hospital of Jinzhong, Jinzhong, People's Republic of China
| | - Bizhu Zhang
- Department of Laboratory Medicine, The First Affiliated Hospital of Hebei North University, Zhangjiakou, People's Republic of China
| | - Bin Zhang
- Department of Laboratory Medicine, The First Affiliated Hospital of Hebei North University, Zhangjiakou, People's Republic of China
| |
Collapse
|
3
|
Chen X, Zhang S, Jiang D, Li Y, Yin M, Fang C, Lv Z, Huang Y, Yang H, Zhang H, Zhang J, Fu Q, Wang H, Jiang W, Chen Y, Li X. Prenatal heavy metal exposure and pediatric asthma, allergic rhinitis, atopic dermatitis: a systematic review and meta-analysis. Expert Rev Clin Immunol 2024; 20:1401-1409. [PMID: 39109589 DOI: 10.1080/1744666x.2024.2390024] [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: 04/13/2024] [Accepted: 07/21/2024] [Indexed: 10/19/2024]
Abstract
OBJECTIVE We review the prevalence of allergic diseases in children across prenatal exposures to heavy metals. METHODS This systematic review and meta-analysis is registered in the PROSPERO database (CRD42023478471). A comprehensive search of PubMed, Web of Science, Medline and Cochrane library was conducted from the database inception until 31 October 2023. The Newcastle-Ottawa Quality Assessment Scale (NOS) was used to assess the quality of included studies. We used a random-effects model to summarize the effects from the studies. RESULTS A total of 16 studies were included, 120,065 mother-child pairs enrolled. The NOS scores indicated that the quality of the literature included in the study was of a high standard. CONCLUSION The final results indicate that prenatal exposure to Pb increased the incidence of wheeze and Eczema in infants, and exposure to Ni and CD increased the incidence of AD in infants.
Collapse
Affiliation(s)
- Xi Chen
- Department of Otolaryngology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, P.R. China
| | - Shipeng Zhang
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, P.R. China
| | - Dongxi Jiang
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, P.R. China
| | - Yu Li
- Department of Otolaryngology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, P.R. China
| | - Man Yin
- Department of Otolaryngology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, P.R. China
| | - Caishan Fang
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, P.R. China
| | - Zeyi Lv
- Department of Otolaryngology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, P.R. China
| | - Yue Huang
- Department of Otolaryngology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, P.R. China
| | - Hao Yang
- Department of Otolaryngology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, P.R. China
| | - Hui Zhang
- Department of Otolaryngology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, P.R. China
| | - Jianfeng Zhang
- Department of Otolaryngology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, P.R. China
| | - Qinwei Fu
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, P.R. China
| | - Hanyu Wang
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, P.R. China
| | - Wenjing Jiang
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, P.R. China
| | - Yang Chen
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, P.R. China
| | - Xinrong Li
- Department of Otolaryngology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, P.R. China
| |
Collapse
|
4
|
Song X, Ding X, Niu P, Chen T, Yan T. The Associations between Exposure to Multiple Heavy Metals and Total Immunoglobulin E in U.S. Adults. TOXICS 2024; 12:116. [PMID: 38393211 PMCID: PMC10891582 DOI: 10.3390/toxics12020116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 01/25/2024] [Accepted: 01/27/2024] [Indexed: 02/25/2024]
Abstract
Immunoglobulin E (IgE) is a type of immunoglobulin, and elevated serum total IgE is often present in allergic diseases. Exposure to environmental heavy metals has been markedly linked to allergic diseases, leading to elevated total IgE levels. However, studies concerning the effects of multiple metal exposures on total IgE levels are limited. Therefore, the current study seeks to explore the correlation between heavy-metal co-exposure and total IgE levels based on the National Health and Nutrition Examination Survey (NHANES, 2005-2006). Participants possessed complete data on total IgE levels, 11 urinary metal concentrations and other covariates. The correlations between 11 metals and total IgE levels were analyzed using multiple linear regression, and total IgE levels were a continuous variable. Total IgE levels exceeding 150 kU/L were considered sensitized. Binary logistic regression analyses were employed to assess the correlation between metal exposure and the occurrence of an allergic state. Then, the association between co-exposure to the 11 metals and total IgE levels or the occurrence of sensitization status was further analyzed by Bayesian kernel machine regression (BKMR), a multi-contaminant model. There were 1429 adults with complete data included. Based on the median concentration, molybdenum (Mo) had the highest concentration (46.60 μg/L), followed by cesium (Cs), barium (Ba), lead (Pb), and mercury (Hg). And the median (interquartile range) for total IgE levels was 43.7 (17.3, 126.0) kU/L. Multiple linear regression results showed that Pb was significantly and positively associated with total IgE levels (β = 0.165; 95% CI: 0.046, 0.284). Binary logistic regression showed a significant positive correlation between urinary Pb (OR: 1.258; 95% CI: 1.052, 1.510) and tungsten (W) (OR: 1.251; 95% CI: 1.082, 1.447). Importantly, the BKMR model found a positive correlation between combined-metal exposure and total IgE levels and the occurrence of sensitization status. The mixed heavy-metal exposure was associated with increased total IgE levels, and this association may be driven primarily by the exposure of Pb and W. This study provides new insights into the relationship between heavy-metal exposure and allergic diseases. More research is needed to confirm these findings.
Collapse
Affiliation(s)
- Xin Song
- Department of Occupational Health and Environmental Health, School of Public Health, Capital Medical University, Beijing 100069, China; (X.S.)
- Beijing Key Laboratory of Environmental Toxicology, Capital Medical University, Beijing 100069, China
| | - Xiaowen Ding
- Beijing Institute of Occupational Disease Prevention and Treatment, Beijing 100093, China
| | - Piye Niu
- Department of Occupational Health and Environmental Health, School of Public Health, Capital Medical University, Beijing 100069, China; (X.S.)
- Beijing Key Laboratory of Environmental Toxicology, Capital Medical University, Beijing 100069, China
| | - Tian Chen
- Department of Occupational Health and Environmental Health, School of Public Health, Capital Medical University, Beijing 100069, China; (X.S.)
- Beijing Key Laboratory of Environmental Toxicology, Capital Medical University, Beijing 100069, China
| | - Tenglong Yan
- Beijing Institute of Occupational Disease Prevention and Treatment, Beijing 100093, China
| |
Collapse
|