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Chen K, Liu H, Wang T, Luo M, Ruan X, Sun M, Li Z, Wei J, Qin J. Exploring the association between air pollution and urogenital congenital anomalies: a global ecological analysis. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2025; 377:126471. [PMID: 40383472 DOI: 10.1016/j.envpol.2025.126471] [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: 11/05/2024] [Revised: 03/28/2025] [Accepted: 05/15/2025] [Indexed: 05/20/2025]
Abstract
The relationship between air pollution and urogenital congenital anomalies (UCAs) remains poorly understood. This study performed an ecological analysis of air pollution emissions and the burden of UCAs, aiming to offer new global insights for air pollution control. Data were obtained from the Global Burden of Disease Study (2021) and Emission Database for Global Atmospheric Research. Joinpoint regression assessed temporal trends in burden of UCAs, mixed-effects, nonlinear lag and time-varying effect models were used to investigate potential associations between air pollution emissions and burden. The burden indicators were incidence, deaths and disability-adjusted life years. From 1990 to 2021, the global incidence of UCAs generally declined, with a significant increase observed since 2016. Our analysis identified a positive correlation between burden of UCAs and several air pollutants. Sulfur dioxide(SO2), ammonia and nitrogen oxides(NOX) are significantly associated with the incidence of UCAs, while SO2, NOX, and non-methane volatile organic compounds are significantly associated with the mortality and disability-adjusted life years rate of UCAs. Sex-specific subgroup analysis indicated differing responses to these pollutants. However, the effect of sulfur dioxide on burden was consistent across sex. Notably, we also found that some pollutants have hysteresis effects that contradict the immediate effects. Additionally, the relationship between air pollution and burden displayed distinct variations over years. This study enhances our understanding of the health impacts on UCAs associated with air pollution, suggested that pregnant women should stay away from ammonia and SO2. It also emphasizes that strengthening air pollution control should be a key monitoring policy.
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Affiliation(s)
- Kebin Chen
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, Hunan, China
| | - Hanjun Liu
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, Hunan, China
| | - Tingting Wang
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, Hunan, China.
| | - Manjun Luo
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, Hunan, China
| | - Xiaorui Ruan
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, Hunan, China
| | - Mengting Sun
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, Hunan, China
| | - Ziye Li
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, Hunan, China
| | - Jianhui Wei
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, Hunan, China
| | - Jiabi Qin
- School of Public Health, Kunming Medical University, Kunming, Yunnan, China.
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Zuo Y, Bai Z, Yang K, Lin Z, Hu X, Sun H. Developmental and molecular effects of pure-tone sine wave exposure on early zebrafish embryo development: Implications for reproductive health. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2025; 289:117718. [PMID: 39808881 DOI: 10.1016/j.ecoenv.2025.117718] [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: 10/22/2024] [Revised: 12/30/2024] [Accepted: 01/09/2025] [Indexed: 01/16/2025]
Abstract
Noise pollution has become a significant concern for human health, yet its effects on early embryonic development remain underexplored. Specifically, data on the impact of sine wave noise on newly fertilized embryos is limited. This study aimed to address this gap by using zebrafish embryos at the 1-cell stage as a model to assess the toxicity of sine waves, following OECD Test No. 236. We exposed embryos to sound levels of 90 decibels (dB) and above, observing increased deformity rates, delayed development, and reductions in body length, heart rate and brain size. To elucidate the molecular mechanisms underlying these effects, we employed transcriptomics, metabolomics, and epigenomics (m6A-MeRIP-seq). KEGG enrichment analysis revealed significant alterations in arachidonic acid metabolism, axon guidance, and ubiquitin-mediated proteolysis. In conclusion, our findings demonstrate that high levels of sine wave noise adversely affect early embryo development. These results provide crucial insights for developing strategies to mitigate noise pollution and protect early developmental stages.
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Affiliation(s)
- Yan Zuo
- Department of Gynecology and Obstetrics Nursing, West China Second University Hospital, Sichuan University/West China School of Nursing, Sichuan University, Sichuan, China; Key laboratory of Birth Defects and Related Disease of Women and Children (Sichuan University), Ministry of Education, Chengdu, Sichuan, China
| | - Zhilan Bai
- Department of Gynecology and Obstetrics Nursing, West China Second University Hospital, Sichuan University/West China School of Nursing, Sichuan University, Sichuan, China; Key laboratory of Birth Defects and Related Disease of Women and Children (Sichuan University), Ministry of Education, Chengdu, Sichuan, China
| | - Kaixuan Yang
- Department of Gynecology and Obstetrics, West China Second University Hospital, Sichuan University/Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Chengdu 610000, China
| | - Ziyuan Lin
- Key laboratory of Birth Defects and Related Disease of Women and Children (Sichuan University), Ministry of Education, Chengdu, Sichuan, China; SCU-CUHK Joint Laboratory for Reproductive Medicine, Zebrafish Research Platform, West China Second University Hospital, Children's Medicine Key Laboratory of Sichuan Province, Sichuan University/Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu 610000, PR China
| | - Xiaolin Hu
- West China School of Nursing, Sichuan University/Department of Nursing, West China Hospital, Sichuan University, Chengdu 610000, China
| | - Huaqin Sun
- Key laboratory of Birth Defects and Related Disease of Women and Children (Sichuan University), Ministry of Education, Chengdu, Sichuan, China; SCU-CUHK Joint Laboratory for Reproductive Medicine, Zebrafish Research Platform, West China Second University Hospital, Children's Medicine Key Laboratory of Sichuan Province, Sichuan University/Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu 610000, PR China.
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Feng Y, Liu X, Zhang X, Zhao X, Chang H, Ouyang F, Yu Z, Gao Z, Zhang H. Global air pollution exposure and congenital anomalies: an updated systematic review and meta-analysis of epidemiological studies. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2024; 34:2333-2352. [PMID: 37610216 DOI: 10.1080/09603123.2023.2246383] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 08/07/2023] [Indexed: 08/24/2023]
Abstract
A systematic review and meta-analysis was conducted to evaluate recent epidemiological evidence on the association of air pollution with congenital anomalies (CAs). Of 11,014 records, 49 were finally included in this meta-analysis. Per 10 μg/m3 increase in air pollutant, PM10 exposure during the 1st month of pregnancy and at the first trimester (T1) was associated with increased overall CAs. Further, exposure to PM10 was associated with congenital heart disease (OR = 1.055, 95% CI: 1.035, 1.074) and patent ductus arteriosus (OR = 1.094, 95% CI: 1.020, 1.168) at T1, with chromosomal anomalies during the entire pregnancy and with nervous system anomalies when exposure occurred 3 months prior to pregnancy, during the 1st, 2nd months of pregnancy and at T1. Besides, a significant association with overall CAs was observed for a combined exposure of PM10 and SO2 during the 1st month of gestation (OR: 1.101, 95% CI: 1.023, 1.180). A combined exposure of PM10 and CO was also associated with tetralogy of Fallot during 3-8 weeks of gestation (OR: 1.016, 95% CI: 1.005, 1.027). No significant associations were observed between PM2.5, NO2, and O3 exposure and CAs.
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Affiliation(s)
- Yang Feng
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Xinxin Liu
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Xiaoan Zhang
- Clinical Nutrition Department, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xin Zhao
- Clinical Nutrition Department, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Hui Chang
- Clinical Nutrition Department, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Fan Ouyang
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Zengli Yu
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Zhan Gao
- Clinical Nutrition Department, The Fifth Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Huanhuan Zhang
- College of Public Health, Zhengzhou University, Zhengzhou, China
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Vincens N, Persson Waye K. Occupational and environmental noise exposure during pregnancy and rare health outcomes of offspring: a scoping review focusing on congenital anomalies and perinatal mortality. REVIEWS ON ENVIRONMENTAL HEALTH 2023; 38:423-438. [PMID: 35503245 DOI: 10.1515/reveh-2021-0166] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 04/08/2022] [Indexed: 06/14/2023]
Abstract
As environmental and occupational noise can be health hazards, recent studies have investigated the effects of noise exposure during pregnancy. Despite biological plausibility and animal studies supporting an association, studies focusing on congenital anomalies and perinatal mortality as outcomes of noise exposure are still scarce. We performed a scoping review to collect, summarise, and discuss the existing scientific research about the relationships between noise exposure during pregnancy and congenital anomalies and/or perinatal mortality. We searched electronic databases for papers published between 1970 and March 2021. We included 16 studies (seven on congenital anomalies, three on perinatal mortality, and two on both congenital anomalies and perinatal mortality). We assessed four studies on congenital hearing dysfunction as the definition of congenital anomalies includes functional anomalies. We found few studies on this topic and no studies on the combined effects of occupational and environmental noise exposures. Evidence suggests a small increase in the risk of congenital anomalies in relation to occupational and to a lesser extent environmental noise exposure. In addition, few studies investigated perinatal mortality and the ones that did, used different outcome definitions, so no conclusions could be made. However, a recent big cross-sectional study demonstrated an association between road traffic noise and stillbirth. A few studies suggest a possible association between congenital hearing dysfunction and occupational noise exposure during pregnancy. Future studies with larger samples, better exposure assessments, and better statistical modelling strategies are needed to investigate these relationships further.
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Affiliation(s)
- Natalia Vincens
- Department of Public Health and Community Medicine at Institute of Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Kerstin Persson Waye
- Department of Public Health and Community Medicine at Institute of Medicine, University of Gothenburg, Gothenburg, Sweden
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Kawai S, Pak K, Iwamoto S, Kawakami C, Inuzuka R, Maeda J, Furutani Y, Kamisago M, Takatsuki S, Uyeda T, Yamagishi H, Ito S, Kobayashi T, The Japan Environment and Children's Study Group. Association Between Maternal Factors in Early Pregnancy and Congenital Heart Defects in Offspring: The Japan Environment and Children's Study. J Am Heart Assoc 2023; 12:e029268. [PMID: 37642029 PMCID: PMC10547327 DOI: 10.1161/jaha.122.029268] [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: 01/21/2023] [Accepted: 08/01/2023] [Indexed: 08/31/2023]
Abstract
Background Many prenatal factors are reported to be associated with congenital heart defects (CHD) in offspring. However, these associations have not been adequately examined using large-scale birth cohorts. Methods and Results We evaluated a data set of the Japan Environmental and Children's Study. The primary outcome was a diagnosis of CHD by age 2 years. We defined the following variables as exposures: maternal baseline characteristics, fertilization treatment, maternal history of diseases, socioeconomic status, maternal alcohol intake, smoking, tea consumption, maternal dietary intake, and maternal medications and supplements up to 12 weeks of gestation. We used multivariable logistic regression analysis to assess the associations between various exposures and CHD in offspring. A total of 91 664 singletons were included, among which 1264 (1.38%) had CHD. In multivariable analysis, vitamin A supplements (adjusted odds ratio [aOR], 5.78 [95% CI, 2.30-14.51]), maternal use of valproic acid (aOR, 4.86 [95% CI, 1.51-15.64]), maternal use of antihypertensive agents (aOR, 3.80 [95% CI, 1.74-8.29]), maternal age ≥40 years (aOR, 1.59 [95% CI, 1.14-2.20]), and high maternal hemoglobin concentration in the second trimester (aOR, 1.10 per g/dL [95% CI, 1.03-1.17]) were associated with CHD in offspring. Conclusions Using a Japanese large-scale birth cohort study, we found 6 maternal factors to be associated with CHD in offspring.
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Affiliation(s)
- Shun Kawai
- Department of PediatricsYokohama City UniversityYokohamaJapan
| | - Kyongsun Pak
- Biostatistics Unit, Department of Data ScienceNational Center for Child Health and DevelopmentTokyoJapan
| | - Shintaro Iwamoto
- Biostatistics Unit, Department of Data ScienceNational Center for Child Health and DevelopmentTokyoJapan
| | | | - Ryo Inuzuka
- Department of PediatricsThe University of Tokyo HospitalTokyoJapan
| | - Jun Maeda
- Department of CardiologyTokyo Metropolitan Children’s Medical CenterTokyoJapan
| | - Yoshiyuki Furutani
- Department of Pediatric Cardiology and Adult Congenital CardiologyTokyo Women’s Medical UniversityTokyoJapan
| | - Mitsuhiro Kamisago
- Department of PediatricsNippon Medical School Tama Nagayama HospitalTokyoJapan
| | | | - Tomomi Uyeda
- Department of Pediatric CardiologySakakibara Heart InstituteTokyoJapan
| | | | - Shuichi Ito
- Department of PediatricsYokohama City UniversityYokohamaJapan
| | - Tohru Kobayashi
- Department of Data ScienceNational Center for Child Health and DevelopmentTokyoJapan
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Buteau S, Veira P, Bilodeau-Bertrand M, Auger N. Association between First Trimester Exposure to Ambient PM2.5 and NO2 and Congenital Heart Defects: A Population-Based Cohort Study of 1,342,198 Live Births in Canada. ENVIRONMENTAL HEALTH PERSPECTIVES 2023; 131:67009. [PMID: 37339064 PMCID: PMC10281560 DOI: 10.1289/ehp11120] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 05/27/2023] [Accepted: 05/31/2023] [Indexed: 06/22/2023]
Abstract
BACKGROUND The extent to which ambient air pollution contributes to the pathogenesis of congenital heart defects remains uncertain. OBJECTIVE We investigated whether first trimester exposure to ambient fine particulate matter (PM2.5) and nitrogen dioxide (NO2) was associated with the risk of critical and noncritical heart defects in a large population-based cohort of births. METHODS We carried out a retrospective cohort study of children conceived between 2000 and 2016 in Quebec, Canada. Heart defects were identified via data from the Maintenance and Use of Data for the Study of Hospital Clientele registry. The main exposures were average concentration of PM2.5 and NO2 in a) the first trimester and b) the month of conception. Exposures were estimated at the residential postal code. Associations with critical and noncritical heart defects were assessed using logistic regression models, adjusted for maternal and infant characteristics. We considered single- and two-pollutant models and assessed modifying effects of maternal comorbidity, including preexisting hypertension, preeclampsia, anemia, and diabetes. RESULTS The cohort comprised 1,342,198 newborns, including 12,715 with heart defects. Exposure in the first trimester and month of conception yielded similar results; both were associated with a greater risk of heart defects. Adjusted odds ratios (OR) for any heart defect per interquartile range increase were 1.02 (95% CI: 1.00, 1.05) for PM2.5 and 1.10 (95% CI: 1.07, 1.13) for NO2. Associations with atrial septal defects were 1.08 (95% CI: 1.03, 1.14) for PM2.5 and 1.19 (95% CI: 1.12, 1.25) for NO2. Corresponding ORs for ventricular septal defects and individual critical heart defects were not significant. PM2.5 (OR=1.11; 95% CI: 1.06, 1.17) and NO2 (OR=1.23; 95% CI: 1.17, 1.31) exposure were associated with a greater risk of heart defects in mothers with comorbidity. DISCUSSION In this population-based cohort, prenatal exposure to ambient air pollution during the first trimester was associated with an increased risk of heart defects, particularly atrial septal defects. The association with heart defects was greater in mothers with comorbidity. https://doi.org/10.1289/EHP11120.
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Affiliation(s)
- Stéphane Buteau
- Institut national de santé publique du Québec, Montreal, Quebec, Canada
- Department of Environmental and Occupational Health, School of Public Health, University of Montreal, Montreal, Quebec, Canada
| | - Paige Veira
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Quebec, Canada
| | | | - Nathalie Auger
- Institut national de santé publique du Québec, Montreal, Quebec, Canada
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Quebec, Canada
- University of Montreal Hospital Research Centre, University of Montreal, Montreal, Quebec, Canada
- Department of Social and Preventive Medicine, University of Montreal, Montreal, Quebec, Canada
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7
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Zhang W, Yang Y, Liu Y, Zhou L, Yang Y, Pan L, Ba Y, Wang R, Huo Y, Ren X, Bai Y, Cheng N. Associations between congenital heart disease and air pollutants at different gestational weeks: a time-series analysis. ENVIRONMENTAL GEOCHEMISTRY AND HEALTH 2023; 45:2213-2228. [PMID: 35869374 DOI: 10.1007/s10653-022-01315-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 05/28/2022] [Indexed: 06/15/2023]
Abstract
Exposure to air pollution during pregnancy has been linked to birth defects. But the directions of studies on the associations between air pollutants exposure and effect on the incidence of congenital heart disease (CHDs) were inconsistent. To date, few studies were concentrated on the effects of both particulate matter and gaseous air pollutant exposure on CHDs across the full gestational week simultaneously. Our study aimed to investigate the critical exposure windows for each air pollutant throughout 40 gestational weeks. Data on CHDs, air pollution, and meteorological factors from 2013 to 2019 were collected in Lanzhou, China. A distributed lag nonlinear model combined with a quasi-Poisson regression model was applied to evaluate the weekly exposure-lag-response association between air pollutants levels and CHDs, and the subgroup analyses were conducted by gender (baby boy and baby girl). The study included 1607 mother-infant pairs. The results demonstrated that exposure of pregnant women to particulate matter ≤ 5 μm (PM2.5) at lag 1-4 weeks was significantly associated with the risk of CHDs, and the strongest effects were observed in the lag 1 week (1.150, 95%CI 1.059-1.248). For exposure to particulate matter ≤ 10 μm (PM10) at lag 1-3 weeks, the strongest effects were observed in the lag 1 week (1.075, 95% CI 1.026-1.128). For exposure to sulfur dioxide (SO2) at lag 1-4 weeks, the strongest effects were observed in the lag 1 week (1.154, 95% CI 1.025-1.299). For exposure to carbon monoxide (CO) at lag 1-3 weeks, the strongest effects were observed in the lag 1 week (1.089, 95% CI 1.002-1.183). For exposure to ozone (O3) concentration at lag 9-15 weeks, the strongest effects were observed in the lag 15 weeks (1.628, 95% CI 1.001-2.649). The cumulative effects of PM2.5, PM10, SO2, and CO along weeks with a maximum of 1.609 (95%CI 1.000-2.589), 1.286 (95%CI 1.007-1.641), 1.648 (95%CI 1.018-2.668), and 1.368 (95%CI 1.003, 1.865), respectively. The effects were obvious in the initial gestational weeks too. Through the gender stratification analysis, the air pollutants with significant effects were PM2.5 for baby boys and PM2.5, PM10, SO2, CO, NO2, and O3 for baby girl. For the relationship between CHDs and air pollution in Lanzhou, PM2.5, PM10, SO2, CO, and O3 played an important role in the initial gestational weeks, especially for baby girl.
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Affiliation(s)
- Wenling Zhang
- School of Public Health, Institute of Epidemiology and Statistics, Lanzhou University, Lanzhou, 730000, Gansu, People's Republic of China
- Center for Reproductive Health and birth defects at Lanzhou University, Basic Medical College, Lanzhou University, Lanzhou, 730000, Gansu, People's Republic of China
| | - Yanjun Yang
- Maternal and Child Health Care Hospital of Lanzhou, Lanzhou, 730050, Gansu, People's Republic of China
| | - Yanyan Liu
- School of Public Health, Institute of Epidemiology and Statistics, Lanzhou University, Lanzhou, 730000, Gansu, People's Republic of China
- Center for Reproductive Health and birth defects at Lanzhou University, Basic Medical College, Lanzhou University, Lanzhou, 730000, Gansu, People's Republic of China
| | - Li Zhou
- Maternal and Child Health Care Hospital of Lanzhou, Lanzhou, 730050, Gansu, People's Republic of China
| | - Yan Yang
- Center for Reproductive Health and birth defects at Lanzhou University, Basic Medical College, Lanzhou University, Lanzhou, 730000, Gansu, People's Republic of China
| | - Li Pan
- Maternal and Child Health Care Hospital of Lanzhou, Lanzhou, 730050, Gansu, People's Republic of China
| | - Yupei Ba
- School of Public Health, Institute of Epidemiology and Statistics, Lanzhou University, Lanzhou, 730000, Gansu, People's Republic of China
- Center for Reproductive Health and birth defects at Lanzhou University, Basic Medical College, Lanzhou University, Lanzhou, 730000, Gansu, People's Republic of China
| | - Ruijuan Wang
- Maternal and Child Health Care Hospital of Lanzhou, Lanzhou, 730050, Gansu, People's Republic of China
| | - Yanbei Huo
- School of Public Health, Institute of Epidemiology and Statistics, Lanzhou University, Lanzhou, 730000, Gansu, People's Republic of China
- Center for Reproductive Health and birth defects at Lanzhou University, Basic Medical College, Lanzhou University, Lanzhou, 730000, Gansu, People's Republic of China
| | - Xiaoyu Ren
- Center for Reproductive Health and birth defects at Lanzhou University, Basic Medical College, Lanzhou University, Lanzhou, 730000, Gansu, People's Republic of China
| | - Yana Bai
- School of Public Health, Institute of Epidemiology and Statistics, Lanzhou University, Lanzhou, 730000, Gansu, People's Republic of China
| | - Ning Cheng
- Center for Reproductive Health and birth defects at Lanzhou University, Basic Medical College, Lanzhou University, Lanzhou, 730000, Gansu, People's Republic of China.
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Wang Z, Qian R, Xiang W, Sun L, Xu M, Zhang B, Yang L, Zhu S, Zeng L, Yang W. Association between noise exposure during pregnancy and pregnancy complications: A meta-analysis. Front Psychol 2022; 13:1026996. [PMID: 36478941 PMCID: PMC9721198 DOI: 10.3389/fpsyg.2022.1026996] [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: 08/26/2022] [Accepted: 10/31/2022] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Noise exposure has a significant impact on human health. However, the effect of occupational and residential noise on the risk of pregnancy complications was controversial in the literature. This study looked at previous research and performed a meta-analysis to determine how noise exposure during pregnancy affected the risk of pregnancy complications. METHODS Systematic searches were conducted in PubMed, Web of Science, Scopus, Embase, Ovid, and Cochrane, and all relevant studies were included. Two investigators independently evaluated the eligibility of these studies. The risk of bias in each study and the quality and strength of each outcome was evaluated by using the GRADE approach and Navigation Guide. Random effects meta-analysis model was used. RESULTS The meta-analysis retrieved 1,461 study records and finally included 11 studies. Occupational noise exposure during pregnancy was associated with preeclampsia (RR = 1.07, 95%CI: 1.04, 1.10). Neither occupational nor residential noise exposure was associated with hypertensive disorders of pregnancy (HDP) (RR = 1.10, 95%CI: 0.96, 1.25 and RR = 1.05, 95%CI: 0.98, 1.11) or gestational diabetes mellitus (GDM) (RR = 0.94, 95%CI: 0.88, 1.00 and RR = 1.06, 95%CI: 0.98, 1.16). Further bias analysis showed that the results were reliable. All outcomes were rated as low in quality and inadequate evidence of harmfulness in strength. CONCLUSIONS Occupational noise exposure could increase the risk of preeclampsia, according to the findings. There was no clear evidence of a harmful effect of noise exposure during pregnancy on HDP or GDM.
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Affiliation(s)
- Zihao Wang
- Department of Obstetrics and Gynecology, Maternal and Child Health Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
- The First Affiliated Hospital, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Rongkai Qian
- Department of Obstetrics and Gynecology, Maternal and Child Health Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
- The First Affiliated Hospital, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Wanwan Xiang
- Department of Obstetrics and Gynecology, Maternal and Child Health Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Landi Sun
- Department of Obstetrics and Gynecology, Maternal and Child Health Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Mengmeng Xu
- Department of Obstetrics and Gynecology, Maternal and Child Health Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Boxing Zhang
- Department of Obstetrics and Gynecology, Maternal and Child Health Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Liren Yang
- Department of Obstetrics and Gynecology, Maternal and Child Health Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Sijing Zhu
- Department of Obstetrics and Gynecology, Maternal and Child Health Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Lingxia Zeng
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Wenfang Yang
- Department of Obstetrics and Gynecology, Maternal and Child Health Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
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Yu WJ, Li N, Gong TT, Zhang JY, Jiang YT, Zhao YH, Huang YH, Li J, Liu S, Chen YL, Li LL, Jiang CZ, Chen ZJ, Wu QJ. Association Between Maternal Exposure to SO2 and Congenital Ear Malformations in Offspring: A Population-Based Case-Control Study in Liaoning Province, China. Int J Public Health 2022; 67:1604945. [PMID: 35872708 PMCID: PMC9302193 DOI: 10.3389/ijph.2022.1604945] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 06/09/2022] [Indexed: 11/13/2022] Open
Abstract
Objectives: To examine associations between maternal sulfur dioxide (SO2) exposure and congenital ear malformations risk in offspring.Methods: We surveyed 1676 cases with congenital ear malformations and 7950 controls from the Maternal and Child Health Certificate Registry of Liaoning Province between 2010 and 2015. SO2 concentrations were obtained from the Municipal Environment Protection Bureau of Liaoning Province. Multivariable logistic regression models and Restricted cubic splines (RCS) model were used to assess the aforementioned association.Results: There were significant associations between maternal SO2 exposure and congenital ear malformations risk during the 3 months before conception (OR Q4 vs. Q1 = 1.93, 95% CI = 1.43–2.59) and the 3 months after conception (OR Q4 vs. Q1 = 1.63, 95% CI = 1.22–2.18). Similar results were obtained in the analysis of single-month exposure windows, except for the third month before conception and the third month after conception. Moreover, these findings were broadly consistent across subgroups and robust in sensitivity analyses. There were non-linear dose-response associations between SO2 exposure and congenital ear malformations based on restricted cubic spline model analysis.Conclusion: Maternal SO2 exposure is associated with increased congenital ear malformations risk in offspring.
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Affiliation(s)
- Wei-Jun Yu
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China
- Institute for Prevention and Control of Infection and Infectious Diseases, Liaoning Provincial Center for Disease Control and Prevention, Shenyang, China
| | - Na Li
- 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
- *Correspondence: Ting-Ting Gong, ; Qi-Jun Wu,
| | - Jia-Yu Zhang
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Yu-Ting Jiang
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Yu-Hong Zhao
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Yan-Hong Huang
- Department of Ophthalmology, Shenyang Women’s and Children’s Hospital, Shenyang, China
| | - Jing Li
- Department of Science and Education, Shenyang Maternity and Child Health Hospital, Shenyang, China
| | - Shu Liu
- Department of Atmospheric Environment Monitoring, Liaoning Eco-environmental Monitoring Center, Shenyang, China
| | - Yan-Ling Chen
- Office of Institution, Liaoning Women and Children’s Health Hospital, Shenyang, China
| | - Li-Li Li
- Department of Children’s Health Prevention, Shenyang Maternity and Child Health Hospital, Shenyang, China
| | - Cheng-Zhi Jiang
- School of Environmental and Chemical Engineering, Shenyang Ligong University, Shenyang, China
| | - Zong-Jiao Chen
- Department of Atmospheric Environment Monitoring, Liaoning Eco-environmental Monitoring Center, Shenyang, China
| | - Qi-Jun Wu
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China
- Department of Obstetrics and Gynecology, Shengjing Hospital of China Medical University, Shenyang, China
- *Correspondence: Ting-Ting Gong, ; Qi-Jun Wu,
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Ahmad WA, Nirel R, Golan R, Jolles M, Kloog I, Rotem R, Negev M, Koren G, Levine H. Mother-level random effect in the association between PM 2.5 and fetal growth: A population-based pregnancy cohort. ENVIRONMENTAL RESEARCH 2022; 210:112974. [PMID: 35192805 DOI: 10.1016/j.envres.2022.112974] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Revised: 02/02/2022] [Accepted: 02/16/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND A growing body of literature reports associations between exposure to particulate matter with diameter ≤2.5 μm (PM2.5) during pregnancy and birth outcomes. However, findings are inconsistent across studies. OBJECTIVES To assess the association between PM2.5 and birth outcomes of fetal growth in a cohort with high prevalence of siblings by multilevel models accounting for geographical- and mother-level correlations. METHODS In Israel, we used Maccabi Healthcare Services data to establish a population-based cohort of 381,265 singleton births reaching 24-42 weeks' gestation and birth weight of 500-5000 g (2004-2015). Daily PM2.5 predictions from a satellite-based spatiotemporal model were linked to the date of birth and maternal residence. We generated mean PM2.5 values for the entire pregnancy and for exposure periods during pregnancy. Associations between exposure and birth outcomes were modeled by using multilevel logistic regression with random effects for maternal locality of residence, administrative census area (ACA) and mother. RESULTS In fully adjusted models with a mother-level random intercept only, a 10-μg/m3 increase in PM2.5 over the entire pregnancy was positively associated with term low birth weight (TLBW) (Odds ratio, OR = 1.25, 95% confidence interval, CI: 1.09,1.43) and small for gestational age (SGA) (OR = 1.15, 95% CI: 1.06,1.26). Locality- and ACA-level effects accounted for <0.4% of the variance while mother-level effects explained ∼50% of the variability. Associations varied by exposure period, infants' sex, birth order, and maternal pre-pregnancy BMI. CONCLUSIONS Consideration of mother-level variability in a region with high fertility rates provides new insights on the strength of associations between PM2.5 and birth outcomes.
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Affiliation(s)
| | - Ronit Nirel
- Hebrew University of Jerusalem, Jerusalem, Israel
| | - Rachel Golan
- Ben-Gurion University of the Negev, Beer Sheva, Israel
| | | | - Itai Kloog
- Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Ran Rotem
- Harvard T.H. Chan School of Public Health, Boston, MA, USA; Institute of Research and Innovation, Maccabitech, Tel-Aviv, Israel
| | | | - Gideon Koren
- Institute of Research and Innovation, Maccabitech, Tel-Aviv, Israel; Tel Aviv University, Tel-Aviv, Israel
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11
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Zhang H, Li Y, Zhang X, Chen W, Liang Q, Li C, Knibbs LD, Huang C, Wang Q. Potential occupational exposure of parents to endocrine disrupting chemicals, adverse birth outcomes, and the modification effects of multi-vitamins supplement and infant sex. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2022; 233:113314. [PMID: 35189520 DOI: 10.1016/j.ecoenv.2022.113314] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 02/11/2022] [Accepted: 02/12/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND Maternal occupational exposure to endocrine disrupting chemicals (EDCs) may have adverse effect on birth outcomes. However, little is known about paternal EDCs exposure and the combined effect of parental exposure on birth outcomes. OBJECTIVES To assess the effects of both maternal and paternal occupational EDCs exposure on adverse birth outcomes, and further explore if multi-vitamins supplement and infant sex modify the association. METHODS We conducted a prospective cohort study of 5421 mother-father-newborn groups in Guangzhou, China. A questionnaire informed by a job exposure matrix (JEM) was applied to collect parental occupational EDCs exposure based on the type of work performed. We used logistic regression to estimate association between parental EDCs exposure and birth outcomes (including preterm birth (PTB), low birth weight (LBW), birth defects and congenital heart defects (CHD)). Stratified analyses and Cochran Q tests were performed to assess the modifying effect of maternal multi-vitamins supplement use and infant sex. RESULTS Compared with mothers unexposed, we found that mothers those exposed to EDCs were associated with increased odds of birth defects (aOR=1.70, 95% confidence interval (CI): 1.10-2.62), especially for those exposed for > 1.5 years (aOR= 3.00, 95% CIs: 1.78-5.03), or those with directly occupational exposed to EDCs (aOR= 2.94, 95% CIs: 1.72-5.04). Maternal exposure for > 1.5 years and direct exposure increased the risk of CHD, with aORs of 2.47 (1.21-5.02) and 2.79 (1.37-5.69), respectively. Stronger adverse effects were also observed when mothers and fathers were both exposed to EDCs. Paternal occupational EDCs exposure and exposure ≤ 1.5 years was associated with increased odds of LBW, with aORs of 2.14 (1.63-2.79) and 1.54 (1.10-2.15), respectively. When stratified by multi-vitamins supplement and infant sex, we observed slightly stronger effects for maternal exposure on birth defects/CHD as well as paternal EDCs exposure on PTB and LBW, among those without multi-vitamins supplement and among male babies, although the modification effects were not significant. CONCLUSION Maternal exposure to EDCs was associated with greater odds of birth defects and CHD, while paternal exposure was mainly associated with greater odds of LBW. These effects tend to be stronger among mothers without multi-vitamins supplement and among male babies.
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Affiliation(s)
- Huanhuan Zhang
- School of Public Health, Sun Yat-sen University, Guangzhou, China; School of Public Health, Zhengzhou University, Zhengzhou, China
| | - Yanqiu Li
- Guangzhou Panyu Maternal Child Health Hospital (Guangzhou Panyu District He Xian Memorial Hospital), Guangzhou, China
| | - Xiaoxin Zhang
- School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Weiyi Chen
- Guangzhou Panyu Maternal Child Health Hospital (Guangzhou Panyu District He Xian Memorial Hospital), Guangzhou, China
| | - Qianhong Liang
- Guangzhou Panyu Maternal Child Health Hospital (Guangzhou Panyu District He Xian Memorial Hospital), Guangzhou, China
| | - Changchang Li
- Department of Sexually Transmitted Disease Prevention and Control, Dermatology Hospital of Southern Medical University, Guangzhou, China; Institute for Global Health and Sexually Transmitted Infections, Southern Medical University, Guangzhou, China
| | - Luke D Knibbs
- School of Public Health, The University of Sydney, NSW 2006, Australia
| | - Cunrui Huang
- School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Qiong Wang
- School of Public Health, Sun Yat-sen University, Guangzhou, China.
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12
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Zhang H, Zhang X, Zhao X, Cheng G, Chang H, Ye X, Wang J, Yu Z, Wang Q, Huang C. Maternal exposure to air pollution and congenital heart diseases in Henan, China: A register-based case-control study. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2022; 229:113070. [PMID: 34920182 DOI: 10.1016/j.ecoenv.2021.113070] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Revised: 11/27/2021] [Accepted: 12/06/2021] [Indexed: 06/14/2023]
Abstract
BACKGROUND Association between ambient air pollution and congenital heart diseases (CHDs) remains inconclusive, and the critical exposure windows has not been well studied. OBJECTIVES This case-control study aimed to assess the effect of ambient air pollution exposure on the risk of CHDs and the subtypes in Henan, China, and further to explore potential susceptible windows. METHODS Daily average particulate matter with an aerodynamic diameter of ≤2.5 µm (PM2.5) and ≤10 µm (PM10), nitrogen dioxide (NO2), sulfur dioxide (SO2), carbon monoxide (CO) and ozone (O3) were collected by Chinese Air Quality Reanalysis datasets. Binary logistic regression was used to examine trimester-specific associations between per 10 μg/m3 increase in air pollutants and CHDs as well as the major subtypes. Distributed lag models incorporating logistic regression were applied to explore weekly-specific associations. RESULTS A total of 196,069 singleton live births were included during 2013-2018, 643 CHDs were identified (3.3‰). We found that first and second trimester CO exposure increased overall CHDs risk, the adjusted odds ratio (aOR) and 95% confidence interval (CI) were 1.066 (1.010-1.125) and 1.065 (1.012-1.122). For CHDs subtypes, we observed that NO2 and CO in first trimester, PM2.5 and PM10 in the second trimester exposure were associated with the risk of atrial septal defect (ASD), the susceptible windows of air pollutants and ASD mainly occurred in the 1st- 6th gestational weeks. No positive association was observed for air pollution and tetralogy of Fallot. CONCLUSION Our findings suggest that ambient air pollution exposure is associated with the risk of CHDs especially for ASD, and the susceptible windows generally occurred in first trimester. Further well-designed longitudinal studies are warranted to confirm our findings.
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Affiliation(s)
- Huanhuan Zhang
- School of Public Health, Zhengzhou University, Zhengzhou, China; School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Xiaoan Zhang
- The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xin Zhao
- The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Guomei Cheng
- The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Hui Chang
- The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xiaofang Ye
- Shanghai Key Laboratory of Meteorology and Health, Shanghai Meteorological Service, Shanghai, China
| | - Jingzhe Wang
- MNR Key Laboratory for Geo-Environmental Monitoring of Great Bay Area & Guangdong Key Laboratory of Urban Informatics & Shenzhen Key Laboratory of Spatial Smart Sensing and Services, Shenzhen University, Shenzhen, China
| | - Zengli Yu
- School of Public Health, Zhengzhou University, Zhengzhou, China.
| | - Qiong Wang
- School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Cunrui Huang
- Vanke School of Public Health, Tsinghua University, Beijing, China
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13
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Sun S, Zhang Q, Sui X, Ding L, Liu J, Yang M, Zhao Q, Zhang C, Hao J, Zhang X, Lin S, Ding R, Cao J. Associations between air pollution exposure and birth defects: a time series analysis. ENVIRONMENTAL GEOCHEMISTRY AND HEALTH 2021; 43:4379-4394. [PMID: 33864585 DOI: 10.1007/s10653-021-00886-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2020] [Accepted: 03/08/2021] [Indexed: 06/12/2023]
Abstract
Air pollution is a serious environmental problem in China. Birth defects are particularly vulnerable to outdoor air pollution. Our study was to evaluate the association between short-term exposure to air pollutants and the risk of birth defects. Daily data including the air pollutants, meteorological characteristics, and birth records were obtained in Hefei, China, during January 2013 to December 2016. The findings showed that PM2.5, PM10, SO2, NO2, and O3 exposures were positively correlated with the risk of birth defects. Maternal exposure to PM2.5 and SO2 during the 4th to 13th gestational weeks was observed to have a significant association with the risk of birth defects, with the maximum effect in the 7th or 8th week for PM2.5 and the maximum effect in the 7th week for SO2. The positively significant exposure windows were the 4th to 14th weeks for PM10, the 4th to 12th weeks for NO2, and the 26th to 35th weeks for O3, respectively. The strongest associations were observed in the 8th week for PM10, the 7th week for NO2, and in the 31st or 32nd week for O3. The findings of this study demonstrate that air pollutants increase the risk of birth defects among women during pregnancy in Hefei, China, which provide evidence for improving the health of pregnant women and neonates in developing countries, and uncovered potential opportunities to reduce or prevent birth defects by proactive measures during pregnancy.
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Affiliation(s)
- Shu Sun
- Department of Occupational Health and Environmental Health, School of Public Health, Anhui Medical University, 81 Meishan Road, Hefei, 230032, Anhui, China
| | - Qi Zhang
- Department of Occupational Health and Environmental Health, School of Public Health, Anhui Medical University, 81 Meishan Road, Hefei, 230032, Anhui, China
| | - Xinmiao Sui
- Department of Occupational Health and Environmental Health, School of Public Health, Anhui Medical University, 81 Meishan Road, Hefei, 230032, Anhui, China
| | - Liu Ding
- Department of Occupational Health and Environmental Health, School of Public Health, Anhui Medical University, 81 Meishan Road, Hefei, 230032, Anhui, China
| | - Jie Liu
- Department of Occupational Health and Environmental Health, School of Public Health, Anhui Medical University, 81 Meishan Road, Hefei, 230032, Anhui, China
| | - Mei Yang
- Department of Occupational Health and Environmental Health, School of Public Health, Anhui Medical University, 81 Meishan Road, Hefei, 230032, Anhui, China
| | - Qihong Zhao
- Department of Nutrition and Food Hygiene, School of Public Health, Anhui Medical University, 81 Meishan Road, Hefei, 230032, Anhui, China
| | - Chao Zhang
- Department of Maternal, Child & Adolescent Health, School of Public Health, Anhui Medical University, Hefei, China
| | - Jiahu Hao
- Department of Maternal, Child & Adolescent Health, School of Public Health, Anhui Medical University, Hefei, China
| | - Xiujun Zhang
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
| | - Shilei Lin
- Department of Teaching Center for Preventive Medicine, School of Public Health, Anhui Medical University, 81 Meishan Road, Hefei, 230032, Anhui, China
| | - Rui Ding
- Department of Occupational Health and Environmental Health, School of Public Health, Anhui Medical University, 81 Meishan Road, Hefei, 230032, Anhui, China.
| | - Jiyu Cao
- Department of Occupational Health and Environmental Health, School of Public Health, Anhui Medical University, 81 Meishan Road, Hefei, 230032, Anhui, China.
- Department of Teaching Center for Preventive Medicine, School of Public Health, Anhui Medical University, 81 Meishan Road, Hefei, 230032, Anhui, China.
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14
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Jiang W, Xie W, Ni B, Zhou H, Liu Z, Li X. First trimester exposure to ambient gaseous air pollutants and risk of orofacial clefts: a case-control study in Changsha, China. BMC Oral Health 2021; 21:530. [PMID: 34654409 PMCID: PMC8518237 DOI: 10.1186/s12903-021-01876-7] [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: 08/02/2021] [Accepted: 09/28/2021] [Indexed: 11/23/2022] Open
Abstract
Background A growing body of studies have investigated the association between air pollution exposure during early pregnancy and the risk of orofacial clefts, but these studies put more emphasis on particulate matter and reported inconsistent results, while research on the independent effects of gaseous air pollutants on orofacial clefts has been quite inadequate, especially in China. Methods A case–control study was conducted in Changsha, China from 2015 to 2018. A total of 446 cases and 4460 controls were included in the study. Daily concentrations of CO, NO2, SO2, O3, PM2.5 and PM10 during the first trimester of pregnancy were assigned to each subject using the nearest monitoring station method. Multivariate logistic regression models were applied to evaluate the associations of monthly average exposure to gaseous air pollutants with orofacial clefts and its subtypes before and after adjusting for particulate matter. Variance inflation factors (VIFs) were used to determine if the effects of gaseous air pollutants could be independent of particulate matter. Results Increase in CO, NO2 and SO2 significantly increased the risk of cleft lip with or without cleft palate (CL/P) in all months during the first trimester of pregnancy, with aORs ranging from 1.39 to 1.48, from 1.35 to 1.61 and from 1.22 to 1.35, respectively. The risk of cleft palate only (CPO) increased with increasing NO2 exposure levels in the first trimester of pregnancy, with aORs ranging from 1.60 to 1.66. These effects sustained and even exacerbated after adjusting for particulate matter. No significant effect of O3 was observed. Conclusions Our study suggested that maternal exposure to CO, NO2, and SO2 during the first trimester of pregnancy might contribute to the development of orofacial clefts, and the associations were potentially independent of particulate matter. Supplementary Information The online version contains supplementary material available at 10.1186/s12903-021-01876-7.
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Affiliation(s)
- Wen Jiang
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Xiangya Road, Kaifu District, Changsha, 410078, China
| | - Wanqin Xie
- Maternal and Child Health Care Hospital of Hunan Province, Changsha, China
| | - Bin Ni
- Maternal and Child Health Care Hospital of Hunan Province, Changsha, China
| | - Haiyan Zhou
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Xiangya Road, Kaifu District, Changsha, 410078, China
| | - Zhiyu Liu
- Maternal and Child Health Care Hospital of Hunan Province, Changsha, China.
| | - Xingli Li
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Xiangya Road, Kaifu District, Changsha, 410078, China.
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15
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Jiang W, Liu Z, Ni B, Xie W, Zhou H, Li X. Modification of the effects of nitrogen dioxide and sulfur dioxide on congenital limb defects by meteorological conditions. Hum Reprod 2021; 36:2962-2974. [PMID: 34382079 DOI: 10.1093/humrep/deab187] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 07/12/2021] [Indexed: 12/19/2022] Open
Abstract
STUDY QUESTION Can meteorological conditions modify the associations between NO2 and SO2 exposure and congenital limb defects (CLDs) during the first trimester of pregnancy? SUMMARY ANSWER Increases in NO2 and SO2 exposure were consistently associated with higher risks of CLDs during the first trimester of pregnancy; both low- and high-temperature exposure and high air humidity act synergistically with the two air pollutants on CLDs. WHAT IS KNOWN ALREADY Animal studies have indicated air pollutants are associated with CLDs, but corresponding epidemiological studies are limited with equivocal conclusions. Meteorological conditions are closely connected to the generation, diffusion, distribution and even chemical toxicity of air pollutants. STUDY DESIGN, SIZE, DURATION This case-control study included 972 cases of CLDs and 9720 controls in Changsha, China during 2015-2018. PARTICIPANTS/MATERIALS, SETTING, METHODS Cases from the hospital based monitoring system for birth defects (including polydactyly, syndactyly, limb shortening, and clubfoot) and healthy controls from the electronic medical records system were studied. Complete data on daily average NO2 and SO2 concentrations and meteorological variables were obtained from local monitoring stations to estimate monthly individual exposures during the first trimester of pregnancy, using the nearest monitoring station approach for NO2 and SO2 concentrations, and the city-wide average approach for temperature and relative humidity, respectively. The 25th and 75th percentiles of daily mean temperature, as well as the 50th percentile of daily mean relative humidity during the study period were used to classify high- and low-temperature exposure, and high humidity exposure based on existing evidence and local climate characteristics. Multivariate logistic regression models were used to estimate the independent effects per 10 μg/m3 increase in NO2 and SO2 on CLDs, and the attribute proportions of interaction (API) were used to quantify the additive joint effects of air pollutants with meteorological conditions after including a cross product interaction term in the regression models. MAIN RESULTS AND THE ROLE OF CHANCE NO2 and SO2 exposures during the first trimester of pregnancy were consistently and positively associated with overall CLDs and subtypes, with adjusted odd ratios (aORs) ranging from 1.13 to 1.27 for NO2, and from 1.37 to 2.49 for SO2. The effect estimates were generally observed to be the strongest in the first month and then attenuated in the second and third months of pregnancy. Synergistic effects of both low and high temperature in combination with NO2 (with APIs ranging from 0.07 to 0.38) and SO2 (with APIs ranging from 0.18 to 0.51) appeared in the first trimester of pregnancy. Several significant modifying effects by high humidity were also observed, especially for SO2 (with APIs ranging from 0.13 to 0.38). Neither NO2 nor SO2 showed an interactive effect with season of conception. LIMITATIONS, REASONS FOR CAUTION The methods used to estimate individual exposure levels of air pollutants and meteorological factors may lead to the misclassification bias because of the lack of information on maternal activity patterns and residential mobility during pregnancy. Moreover, we were unable to consider several potentially confounding factors, including socioeconomic status, maternal nutrient levels, alcohol use and smoking during early pregnancy due to unavailable data, although previous studies have suggested limited change to the results after when including these factors in the analysis. WIDER IMPLICATIONS OF THE FINDINGS The findings are helpful for understanding the combined effects of air pollution and meteorological conditions on birth defects. Environmental policies and practices should be formulated and implemented to decrease air pollutant emissions and improve meteorological conditions to reduce their harmful effects on pregnancy. Additionally, pregnant women should be suggested to reduce outdoor time when the air quality is poor, especially when ambient temperature is higher or lower than what is comfortable, or when it is excessively humid. STUDY FUNDING/COMPETING INTEREST(S) The study is funded by Major Scientific and Technological Projects for Collaborative Prevention and Control of Birth Defects in Hunan Province (2019SK1012), Major Research and Development Projects in Hunan Province (2018SK2060) and Scientific and Technological Department Projects in Hunan Province (2017SK50802). There are no competing interests. TRIAL REGISTRATION NUMBER N/A.
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Affiliation(s)
- Wen Jiang
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, China
| | - Zhiyu Liu
- Maternal and Child Health Care Hospital of Hunan Province, Changsha, China
| | - Bin Ni
- Maternal and Child Health Care Hospital of Hunan Province, Changsha, China
| | - Wanqin Xie
- Maternal and Child Health Care Hospital of Hunan Province, Changsha, China
| | - Haiyan Zhou
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, China
| | - Xingli Li
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, China
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16
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Ma Z, Cao X, Chang Y, Li W, Chen X, Tang NJ. Association between gestational exposure and risk of congenital heart disease: A systematic review and meta-analysis. ENVIRONMENTAL RESEARCH 2021; 197:111014. [PMID: 33716027 DOI: 10.1016/j.envres.2021.111014] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Revised: 03/01/2021] [Accepted: 03/09/2021] [Indexed: 05/21/2023]
Abstract
Congenital heart disease (CHD) is the most common congenital anomaly and one of the leading causes of newborn death. Few studies analyze multiple ambient air pollutants and different congenital heart disease subtypes at the same time. We conducted a meta-analysis to explore the association between gestational air pollution exposure and CHD subtypes. We searched PubMed, Embase, Web of Science from inception till July 31, 2020. Newcastle Ottawa Scale (NOS) was used to evaluate the quality of the literature. Funnel plots and Egger's regression were used to estimate publication bias. Heterogeneity was evaluated by the chi-square test and the coefficient of inconsistency I2 in this study. Finally, we performed a subgroup analysis to find reasons for heterogeneity. In the preliminary analysis, the result shows that the association between air pollutants and congenital heart disease was not statistically significant, except for CO and SO2. There is a positive association between air pollutants and ventricular septal defect (VSD) in our subtype analysis, the OR (95%CI) for PM10, PM2.5, and O3 was 1.057(1.005-1.109), 1.208(1.080-1.337), and 1.205(1.101-1.310), respectively. In addition, we also observed a negative association between SO2 and atrial septal defect (ASD) (OR: 0.817, 95%CI: 0.743-0.890) in subgroup analysis. The source of heterogeneity in our study mainly included study area and exposure time. These findings have implications for researchers to further study the relationship between air pollution and congenital heart disease.
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Affiliation(s)
- Zhao Ma
- Department of Occupational and Environmental Health, School of Public Health, Tianjin Medical University, No. 22 Meteorological Station Road, Heping District, Tianjin, 300070, China; Tianjin Key Laboratory of Environment, Nutrition and Public Health, Tianjin, 300070, China; Center for International Collaborative Research on Environment, Nutrition and Public Health, Tianjin, 300070, China
| | - Xue Cao
- Department of Occupational and Environmental Health, School of Public Health, Tianjin Medical University, No. 22 Meteorological Station Road, Heping District, Tianjin, 300070, China; Tianjin Key Laboratory of Environment, Nutrition and Public Health, Tianjin, 300070, China; Center for International Collaborative Research on Environment, Nutrition and Public Health, Tianjin, 300070, China
| | - Ying Chang
- Tianjin Central Hospital of Gynecology Obstetrics/Maternity Hospital of Nankai University, No.156 Sanma Road, Nankai District, Tianjin, 300100, China; Prenatal Diagnosis Center / Tianjin Key Laboratory of Human Development and Reproductive Regulation, Tianjin, 300100, China
| | - Wen Li
- Tianjin Central Hospital of Gynecology Obstetrics/Maternity Hospital of Nankai University, No.156 Sanma Road, Nankai District, Tianjin, 300100, China; Prenatal Diagnosis Center / Tianjin Key Laboratory of Human Development and Reproductive Regulation, Tianjin, 300100, China
| | - Xu Chen
- Tianjin Central Hospital of Gynecology Obstetrics/Maternity Hospital of Nankai University, No.156 Sanma Road, Nankai District, Tianjin, 300100, China; Prenatal Diagnosis Center / Tianjin Key Laboratory of Human Development and Reproductive Regulation, Tianjin, 300100, China.
| | - Nai Jun Tang
- Department of Occupational and Environmental Health, School of Public Health, Tianjin Medical University, No. 22 Meteorological Station Road, Heping District, Tianjin, 300070, China; Tianjin Key Laboratory of Environment, Nutrition and Public Health, Tianjin, 300070, China; Center for International Collaborative Research on Environment, Nutrition and Public Health, Tianjin, 300070, China.
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Huang X, Chen J, Zeng D, Lin Z, Herbert C, Cottrell L, Liu L, Ash A, Wang B. The association between ambient air pollution and birth defects in five major ethnic groups in Liuzhou, China. BMC Pediatr 2021; 21:232. [PMID: 33990187 PMCID: PMC8120832 DOI: 10.1186/s12887-021-02687-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 04/16/2021] [Indexed: 11/22/2022] Open
Abstract
Background Studies suggest that exposure to ambient air pollution during pregnancy may be associated with increased risks of birth defects (BDs), but conclusions have been inconsistent. This study describes the ethnic distribution of major BDs and examines the relationship between air pollution and BDs among different ethnic groups in Liuzhou city, China. Methods Surveillance data of infants born in 114 registered hospitals in Liuzhou in 2019 were analyzed to determine the epidemiology of BDs across five major ethnic groups. Concentrations of six air pollutants (PM2.5, PM10, SO2, CO, NO2, O3) were obtained from the Liuzhou Environmental Protection Bureau. Logistic regression was used to examine the associations between ambient air pollution exposure and risk of BDs. Results Among 32,549 infants, 635 infants had BDs, yielding a prevalence of 19.5 per 1000 perinatal infants. Dong ethnic group had the highest prevalence of BDs (2.59%), followed by Yao (2.57%), Miao (2.35%), Zhuang (2.07%), and Han (1.75%). Relative to the Han ethnic group, infants from Zhuang, Miao, Yao and Dong groups had lower risks of congenital heart disease, polydactyly, and hypospadias. The Zhuang ethnic group had higher risks of severe thalassemia, cleft lip and/or palate, and syndactyls. Overall BDs were positively correlated with air pollutants PM10 (aOR =1.14, 95% CI:1.12 ~ 2.43; aOR =1.51, 95% CI:1.13 ~ 2.03 for per 10μg/mg3 increment) and CO (aOR =1.36, 95% CI:1.14 ~ 2.48; aOR =1.75, 95% CI:1.02 ~ 3.61 for every 1 mg /m3 increment) in second and third month of pregnancy. SO2 was also significantly associated with BDs in the second month before the pregnancy (aOR = 1.31; 95% CI: 1.20 ~ 3.22) and third month of pregnancy (aOR =1.75; 95% CI:1.02 ~ 3.61). Congenital heart disease, polydactyl, cleft lip and/or palate were also significantly associated with PM10, SO2 and CO exposures. However, no significant association was found between birth defects and O3, PM2.5 and NO2 exposures (P > 0.05). Conclusion This study provides a comprehensive description of ethnic differences in BDs in Southwest China and broadens the evidence of the association between air pollution exposure during gestation and BDs. Supplementary Information The online version contains supplementary material available at 10.1186/s12887-021-02687-z.
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Affiliation(s)
- Xiaoli Huang
- Liuzhou Maternity and Child Healthcare Hospital, 50 Yingshan Street, Liuzhou, 545003, Guangxi Zhuang Autonomous Region, China
| | - Jichang Chen
- Liuzhou Maternity and Child Healthcare Hospital, 50 Yingshan Street, Liuzhou, 545003, Guangxi Zhuang Autonomous Region, China.
| | - Dingyuan Zeng
- Liuzhou Maternity and Child Healthcare Hospital, 50 Yingshan Street, Liuzhou, 545003, Guangxi Zhuang Autonomous Region, China
| | - Zhong Lin
- Liuzhou Maternity and Child Healthcare Hospital, 50 Yingshan Street, Liuzhou, 545003, Guangxi Zhuang Autonomous Region, China
| | - Carly Herbert
- Department of Population and Quantitative Health Sciences, Albert Sherman Center, University of Massachusetts Medical School, 368 Plantation Street, Worcester, MA, 01605, USA
| | - Lesley Cottrell
- Department of Pediatrics, West Virginia University School of Medicine, Morgantown, WV. One Medical Drive, Morgantown, WV, 26506, USA
| | - Liu Liu
- Liuzhou Maternity and Child Healthcare Hospital, 50 Yingshan Street, Liuzhou, 545003, Guangxi Zhuang Autonomous Region, China
| | - Arlene Ash
- Department of Population and Quantitative Health Sciences, Albert Sherman Center, University of Massachusetts Medical School, 368 Plantation Street, Worcester, MA, 01605, USA
| | - Bo Wang
- Department of Population and Quantitative Health Sciences, Albert Sherman Center, University of Massachusetts Medical School, 368 Plantation Street, Worcester, MA, 01605, USA.
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18
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Ravindra K, Chanana N, Mor S. Exposure to air pollutants and risk of congenital anomalies: A systematic review and metaanalysis. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 765:142772. [PMID: 33183823 DOI: 10.1016/j.scitotenv.2020.142772] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 09/28/2020] [Accepted: 09/30/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND Congenital malformations are considered as one of the significant causes of preterm as well as neonatal morbidity and mortality. Literature suggests the association of diverse congenital deformities with maternal exposure to air pollutants. However, the evidence is still inconclusive on the manifestation of these during pregnancy. Thus, systematic review was done on the available epidemiological studies studying the effect of air pollutants on congenital malformations. Furthermore, the meta-analysis was conducted for several combinations of air pollutants and congenital defects. METHODS Twenty six epidemiological studies were extracted from the databases and examined for association of risk of congenital defects with air pollutant concentrations. Metaanalysis was done if the risk estimates of the same anomaly and pollutant group were reported in at least three studies. RESULTS Each study reported a statistically significant increased risk of congenital malformation with some air pollutant, amid the several tested combinations. Our meta-analysis reported that nitrogen dioxide and PM2.5 were associated with the risk of pulmonary valve stenosis with OR = 1.74 and OR = 1.42 respectively. The risk of developing tetralogy of Fallot (TOF) was observed to be associated with PM2.5 with OR = 1.52. SO2 exposure was related to a high risk of the ventricular septal defect (VSD) with OR = 1.15 and orofacial defects (OR = 1.27). CONCLUSION It is evidenced that ambient air pollutants have some effect on congenital malformations. Standard case definitions, improved methods of exposure, and better control of confounders will improve future research in this area.
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Affiliation(s)
- Khaiwal Ravindra
- Department of Community Medicine and School of Public Health, Post Graduate Institute of Medical Education and Research, Chandigarh 160012, India.
| | - Neha Chanana
- Department of Community Medicine and School of Public Health, Post Graduate Institute of Medical Education and Research, Chandigarh 160012, India
| | - Suman Mor
- Department of Environment Sciences, Panjab University, Chandigarh 160014, India
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19
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Shang L, Huang L, Yang L, Leng L, Qi C, Xie G, Wang R, Guo L, Yang W, Chung MC. Impact of air pollution exposure during various periods of pregnancy on term birth weight: a large-sample, retrospective population-based cohort study. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2021; 28:3296-3306. [PMID: 32914309 PMCID: PMC7788013 DOI: 10.1007/s11356-020-10705-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 09/01/2020] [Indexed: 06/02/2023]
Abstract
Previous studies have suggested that maternal exposure to air pollution might affect term birth weight. However, the conclusions are controversial. Birth data of all term newborns born in Xi'an city of Shaanxi, China, from 2015 to 2018 and whose mother lived in Xi'an during pregnancy were selected form the Birth Registry Database. And the daily air quality data of Xi'an city was collected from Chinese Air Quality Online Monitoring and Analysis Platform. Generalized additive models (GAM) and 2-level binary logistic regression models were used to estimate the effects of air pollution exposure on term birth weight, the risk term low birth weight (TLBW), and macrosomia. Finally, 321521 term newborns were selected, including 4369(1.36%) TLBW infants and 24,960 (7.76%) macrosomia. The average pollution levels of PM2.5, PM10, and NO2 in Xi'an city from 2015 to 2018 were higher than national limits. During the whole pregnancy, maternal exposure to PM2.5, PM10, SO2, and CO all significantly reduced the term birth weight and increased the risk of TLBW. However, NO2 and O3 exposure have significantly increased the term birth weight, and O3 even increased the risk of macrosomia significantly. Those effects were also observed in the first and second trimesters of pregnancy. But during the third trimester, high level of air quality index (AQI) and maternal exposure to PM2.5, PM10, SO2, NO2, and CO increased the term birth weight and the risk of macrosomia, while O3 exposure was contrary to this effect. The findings suggested that prenatal exposure to air pollution might cause adverse impacts on term birth weight, and the effects varied with trimesters and pollutants, which provides further pieces of evidence for the adverse effects of air pollution exposure in heavy polluted-area on term birth weight.
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Affiliation(s)
- Li Shang
- Department of Obstetrics and Gynecology, Maternal & Child Health Center, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi People’s Republic of China
- School of Public Health, Xi’an Jiaotong University Health Science Center, Xi’an, Shaanxi People’s Republic of China
| | - Liyan Huang
- Department of Obstetrics and Gynecology, Maternal & Child Health Center, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi People’s Republic of China
- School of Public Health, Xi’an Jiaotong University Health Science Center, Xi’an, Shaanxi People’s Republic of China
| | - Liren Yang
- Department of Obstetrics and Gynecology, Maternal & Child Health Center, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi People’s Republic of China
- School of Public Health, Xi’an Jiaotong University Health Science Center, Xi’an, Shaanxi People’s Republic of China
| | - Longtao Leng
- School of Computer Science & Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan People’s Republic of China
| | - Cuifang Qi
- Department of Obstetrics and Gynecology, Maternal & Child Health Center, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi People’s Republic of China
| | - Guilan Xie
- Department of Obstetrics and Gynecology, Maternal & Child Health Center, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi People’s Republic of China
- School of Public Health, Xi’an Jiaotong University Health Science Center, Xi’an, Shaanxi People’s Republic of China
| | - Ruiqi Wang
- Department of Obstetrics and Gynecology, Maternal & Child Health Center, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi People’s Republic of China
- School of Public Health, Xi’an Jiaotong University Health Science Center, Xi’an, Shaanxi People’s Republic of China
| | - Leqian Guo
- Department of Obstetrics and Gynecology, Maternal & Child Health Center, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi People’s Republic of China
| | - Wenfang Yang
- Department of Obstetrics and Gynecology, Maternal & Child Health Center, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi People’s Republic of China
| | - Mei Chun Chung
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, Massachusetts USA
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20
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Hu CY, Huang K, Fang Y, Yang XJ, Ding K, Jiang W, Hua XG, Huang DY, Jiang ZX, Zhang XJ. Maternal air pollution exposure and congenital heart defects in offspring: A systematic review and meta-analysis. CHEMOSPHERE 2020; 253:126668. [PMID: 32278917 DOI: 10.1016/j.chemosphere.2020.126668] [Citation(s) in RCA: 71] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Revised: 03/27/2020] [Accepted: 03/30/2020] [Indexed: 05/21/2023]
Abstract
BACKGROUND Congenital heart defects (CHDs) has a multifactorial causation with a strong genetic component and many environmental triggers. Emerging body of empirical studies suggest that air pollution is an important contributor to the development of CHDs, however, there still remains some controversy over the current evidence, and to the authors' knowledge, no studies have reviewed the most recent evidence. OBJECTIVES We performed a systematic review and meta-analysis of epidemiological literature to investigate the relationship between maternal air pollution exposure and CHDs risk in offspring. The presence of heterogeneity and publication bias across available studies were also examined. METHODS An extensive literature search of epidemiological studies pertaining to air pollution and CHDs, published in English language, until August 1, 2019 was conducted. Summary risk estimates of pollution-outcome combinations were calculated for i) risk per specific increment of concentration and ii) risk at high versus low exposure level in each study using fixed-effect model or random-effects model. RESULTS A total of 26 studies were finally included. In the meta-analyses, high versus low carbon monoxide (CO) exposure was associated with an increased risk of tetralogy of Fallot [odds ratio (OR) = 1.21, 95% confidence interval (CI): 1.04-1.41], yet particulate matter ≤ 5 μm (PM2.5) exposure was marginally associated with it. Increased risk of atrial septal defects (ASDs) was found for each 10 μg/m3 and 10 ppb increment in particulate matter ≤ 10 μm (PM10) and ozone (O3) exposure, respectively (OR = 1.04, 95% CI: 1.00-1.09; OR = 1.09, 95% CI: 1.02-1.17). Categorical nitrogen dioxide (NO2) exposure was associated with an increased risk of coarctation of the aorta (OR for high versus low = 1.14, 95% CI: 1.02-1.26). Analyses for other combinations yielded none statistically significant associations. Sensitive analyses showed similar findings. CONCLUSIONS The summary effect estimates from this study suggest statistically significant associations between increased risk of specific CHDs subtypes and PM2.5, PM10, NO2, CO, and O3 exposures. Further studies, especially conducted in developing countries, with improvements in exposure assessing, outcome harmonizing, and mechanistic understanding are needed to elaborate the suggestive associations.
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Affiliation(s)
- Cheng-Yang Hu
- Department of Humanistic Medicine, School of Humanistic Medicine, Anhui Medical University, 81# Meishan Road, Hefei, 230032, China; Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, 81# Meishan Road, Hefei, 230032, China
| | - Kai Huang
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, 81# Meishan Road, Hefei, 230032, China
| | - Yuan Fang
- Department of Public health, Erasmus MC University Medical Center, P.O. Box 2040, 3000 CA, Rotterdam, the Netherlands
| | - Xiao-Jing Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, 81# Meishan Road, Hefei, 230032, China
| | - Kun Ding
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, 81# Meishan Road, Hefei, 230032, China
| | - Wen Jiang
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, 81# Meishan Road, Hefei, 230032, China
| | - Xiao-Guo Hua
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, 81# Meishan Road, Hefei, 230032, China
| | - Da-Yan Huang
- Department of Obstetrics and Gynecology, Maternal and Child Health Hospital Affiliated to Anhui Medical University, 15# Yimin Road, Hefei, 230001, China
| | - Zheng-Xuan Jiang
- Department of Ophthalmology, The Second Affiliated Hospital of Anhui Medical University, 678# Furong Road, Hefei, 230601, China.
| | - Xiu-Jun Zhang
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, 81# Meishan Road, Hefei, 230032, China.
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21
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Thacher JD, Poulsen AH, Raaschou-Nielsen O, Jensen A, Hillig K, Roswall N, Hvidtfeldt U, Jensen SS, Levin G, Valencia VH, Sørensen M. High-resolution assessment of road traffic noise exposure in Denmark. ENVIRONMENTAL RESEARCH 2020; 182:109051. [PMID: 31896468 DOI: 10.1016/j.envres.2019.109051] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Revised: 11/25/2019] [Accepted: 12/15/2019] [Indexed: 05/21/2023]
Abstract
Recent studies show associations between transportation noise and various diseases. However, selection bias remains an inherent limitation in many cohort studies. In this study, we aimed to model road traffic noise exposure across the entire Danish population and investigate its distribution in relation to area-level socioeconomic indicators and green space. Based on the Nordic prediction method, we estimated road traffic noise for all Danish residential addresses, in total 2,761,739 addresses, for the years 1995, 2000, 2005, 2010, and 2015 at the most and least exposed façades. Area-level sociodemographic variables encompassing education, income, and unemployment were collected and residential green within a 150 m radius buffer at the address level was estimated using high-resolution national land use classification data. Median levels of noise at both the most and least exposed facades across Denmark increased slightly from 1995 to 2015. Correlations between most and least exposed façades varied based on population density and building type, with the highest correlations between the most and least exposed façades found for semidetached homes and lowest for multistory buildings. Increasing median noise levels were observed across increasing levels of higher education, lower income, and higher unemployment. A decreasing trend in median noise levels with increasing levels of green space was observed. In conclusion, we showed that it is feasible to estimate nationwide, address-specific exposure over a long time-period. Furthermore, the low correlations found between most and least exposed façade for multistory buildings, which characterize metropolitan centers, suggests that the most exposed façade estimation used in most previous studies and predicts exposure at the silent façade relatively poorly.
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Affiliation(s)
- Jesse D Thacher
- Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark.
| | - Aslak H Poulsen
- Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Ole Raaschou-Nielsen
- Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark; Department of Environmental Science, Aarhus University, Roskilde, Denmark
| | | | | | - Nina Roswall
- Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Ulla Hvidtfeldt
- Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Steen S Jensen
- Department of Environmental Science, Aarhus University, Roskilde, Denmark
| | - Gregor Levin
- Department of Environmental Science, Aarhus University, Roskilde, Denmark
| | - Victor H Valencia
- Department of Environmental Science, Aarhus University, Roskilde, Denmark
| | - Mette Sørensen
- Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark; Department of Natural Science and Environment, Roskilde University, Roskilde, Denmark
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22
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Zhang H, Dong H, Ren M, Liang Q, Shen X, Wang Q, Yu L, Lin H, Luo Q, Chen W, Knibbs LD, Jalaludin B, Wang Q, Huang C. Ambient air pollution exposure and gestational diabetes mellitus in Guangzhou, China: A prospective cohort study. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 699:134390. [PMID: 31525546 DOI: 10.1016/j.scitotenv.2019.134390] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Revised: 09/08/2019] [Accepted: 09/09/2019] [Indexed: 05/25/2023]
Abstract
BACKGROUND Evidence concerning the effect of ambient air pollution exposure on gestational diabetes mellitus (GDM) is limited. No published studies have examined maternal weekly air pollution exposure and GDM, and the possible effect modification by folic acid supplementation has not been assessed. OBJECTIVES To evaluate the association between air pollution exposure and GDM at trimester and weekly levels, and to explore the potential effect modification by folic acid supplementation. METHODS A total of 5421 pregnant women were recruited during 2011-2014 in Guangzhou, China. Daily PM2.5, PM10, SO2 and NO2 levels were collected from 10 monitoring stations. Individual's exposure during pregnancy was estimated using inverse-distance weighting approach. Binary logistic regression was used to examine the trimester-specific association between air pollution exposure and GDM. Distributed lag models (DLMs) were applied to estimate maternal weekly air pollution exposure and GDM. Stratified analyses by folic acid supplementation and interaction test were performed. RESULTS The GDM incidence was 11.69%. An interquartile range (IQR) increase in first trimester SO2 was associated with increased GDM risk in the single pollutant model, the adjusted odds ratio (aOR) and 95% confidence interval (CI) was 1.22 (1.02-1.47). In DLMs, an IQR increase in SO2 during 4th to 10th gestational weeks was associated with increased GDM risk, with the strongest effect in the 7th gestational week. When stratified by maternal folic acid supplementation, first trimester exposure to SO2 was associated with increased GDM risk among women taking folic acid supplements (aOR = 1.25, 95% CI: 1.03-1.53) and P value for interaction was 0.13. No significant effects were observed for PM2.5, PM10 and NO2. CONCLUSION First trimester exposure to SO2 was associated with increased GDM risk, especially during the 4th to 10th gestational weeks. The effect might be stronger among women taking folic acid supplements.
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Affiliation(s)
- Huanhuan Zhang
- School of Public Health, Sun Yat-sen University, Guangzhou, China; Shanghai Typhoon Institute, China Meteorological Administration, Shanghai 200030, China; Laboratory of Meteorology and Health, Shanghai Meteorological Service, Shanghai 200030, China
| | - Haotian Dong
- School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Meng Ren
- School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Qianhong Liang
- Department of Ultrasound, Panyu Maternal and Child Care Service Center of Guangzhou
| | - Xiaoting Shen
- Center for Reproductive Medicine, The first Affiliated Hospital of Sun Yat-sen University, China
| | - Qiang Wang
- Department of Emergency, Guangzhou Women and Children's Medical Center, Guangzhou
| | - Le Yu
- Department of Pediatrics in Traditional Chinese Medicine, Guangzhou Women and Children's Medical Center
| | - Hualiang Lin
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Qiwei Luo
- Department of Obstetrics, Panyu Maternal and Child Care Service Center of Guangzhou, China
| | - Weiyi Chen
- Department of Obstetrics, Panyu Maternal and Child Care Service Center of Guangzhou, China
| | - Luke D Knibbs
- School of Public Health, The University of Queensland, Herston, Australia
| | - Bin Jalaludin
- School of Public Health and Community Medicine, University of New South Wales, Sydney, New South Wales, Australia
| | - Qiong Wang
- School of Public Health, Sun Yat-sen University, Guangzhou, China.
| | - Cunrui Huang
- School of Public Health, Sun Yat-sen University, Guangzhou, China; Shanghai Typhoon Institute, China Meteorological Administration, Shanghai 200030, China; Laboratory of Meteorology and Health, Shanghai Meteorological Service, Shanghai 200030, China
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Clark C, Crumpler C, Notley H. Evidence for Environmental Noise Effects on Health for the United Kingdom Policy Context: A Systematic Review of the Effects of Environmental Noise on Mental Health, Wellbeing, Quality of Life, Cancer, Dementia, Birth, Reproductive Outcomes, and Cognition. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E393. [PMID: 31936110 PMCID: PMC7013411 DOI: 10.3390/ijerph17020393] [Citation(s) in RCA: 57] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Revised: 12/23/2019] [Accepted: 12/24/2019] [Indexed: 12/12/2022]
Abstract
This systematic review commissioned by the UK Department for the Environment, Food and Rural Affairs (Defra), considers how the evidence base for noise effects on health has changed following the recent reviews undertaken for the WHO Environmental Noise Guidelines. This systematic review assesses the quality of the evidence for environmental noise effects on mental health, wellbeing, and quality of life; birth and reproductive outcomes; and cognition for papers published since the WHO reviews (mid-2015 to March 2019), as well as for cancer and dementia (January 2014 to March 2019). Using the GRADE methodology (Grading of Recommendations Assessment, Development and Evaluation) most evidence was rated as low quality as opposed to very low quality in the previous reviews. There is now low-quality evidence for a harmful effect of road traffic noise on medication use and interview measures of depression and anxiety and low quality evidence for a harmful effect of road traffic noise, aircraft noise, and railway noise on some cancer outcomes. Many other conclusions from the WHO evidence reviews remain unchanged. The conclusions remain limited by the low number of studies for many outcomes. The quantification of health effects for other noise sources including wind turbine, neighbour, industrial, and combined noise remains a research priority.
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Affiliation(s)
- Charlotte Clark
- Acoustics, Ove Arup & Partners, 13 Fitzroy Street, London W1T 4BQ, UK
| | - Clare Crumpler
- Acoustics, Ove Arup & Partners, 13 Fitzroy Street, London W1T 4BQ, UK
| | - Hilary Notley
- UK Department for the Environment, Food and Rural Affairs (Defra), Ground Floor, Seacole Building, 2 Marsham Street, London SW1P 4DF, UK;
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24
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Choi G, Stingone JA, Desrosiers TA, Olshan AF, Nembhard WN, Shaw GM, Pruitt S, Romitti PA, Yazdy MM, Browne ML, Langlois PH, Botto L, Luben TJ. Maternal exposure to outdoor air pollution and congenital limb deficiencies in the National Birth Defects Prevention Study. ENVIRONMENTAL RESEARCH 2019; 179:108716. [PMID: 31546130 PMCID: PMC6842662 DOI: 10.1016/j.envres.2019.108716] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2019] [Revised: 07/28/2019] [Accepted: 09/01/2019] [Indexed: 05/04/2023]
Abstract
BACKGROUND Congenital limb deficiencies (CLDs) are a relatively common group of birth defects whose etiology is mostly unknown. Recent studies suggest maternal air pollution exposure as a potential risk factor. AIM To investigate the relationship between ambient air pollution exposure during early pregnancy and offspring CLDs. METHODS The study population was identified from the National Birth Defects Prevention Study, a population-based multi-center case-control study, and consisted of 615 CLD cases and 5,701 controls with due dates during 1997 through 2006. Daily averages and/or maxima of six criteria air pollutants (particulate matter <2.5 μm [PM2.5], particulate matter <10 μm [PM10], nitrogen dioxide [NO2], sulfur dioxide [SO2], carbon monoxide [CO], and ozone [O3]) were averaged over gestational weeks 2-8, as well as for individual weeks during this period, using data from EPA air monitors nearest to the maternal address. Logistic regression was used to estimate odds ratios (aORs) and 95% confidence intervals (CIs) adjusted for maternal age, race/ethnicity, education, and study center. We estimated aORs for any CLD and CLD subtypes (i.e., transverse, longitudinal, and preaxial). Potential confounding by co-pollutant was assessed by adjusting for one additional air pollutant. Using the single pollutant model, we further investigated effect measure modification by body mass index, cigarette smoking, and folic acid use. Sensitivity analyses were conducted restricting to those with a residence closer to an air monitor. RESULTS We observed near-null aORs for CLDs per interquartile range (IQR) increase in PM10, PM2.5, and O3. However, weekly averages of the daily average NO2 and SO2, and daily max NO2, SO2, and CO concentrations were associated with increased odds of CLDs. The crude ORs ranged from 1.03 to 1.12 per IQR increase in these air pollution concentrations, and consistently elevated aORs were observed for CO. Stronger associations were observed for SO2 and O3 in subtype analysis (preaxial). In co-pollutant adjusted models, associations with CO remained elevated (aORs: 1.02-1.30); but aORs for SO2 and NO2 became near-null. The aORs for CO remained elevated among mothers who lived within 20 km of an air monitor. The aORs varied by maternal BMI, smoking status, and folic acid use. CONCLUSION We observed modest associations between CLDs and air pollution exposures during pregnancy, including CO, SO2, and NO2, though replication through further epidemiologic research is warranted.
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Affiliation(s)
- Giehae Choi
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, United States.
| | - Jeanette A Stingone
- Department of Epidemiology, Columbia University, New York, NY, United States
| | - Tania A Desrosiers
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, United States
| | - Andrew F Olshan
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, United States
| | - Wendy N Nembhard
- Department of Epidemiology, Fay Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Gary M Shaw
- Stanford School of Medicine, Stanford, CA, United States
| | - Shannon Pruitt
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, United States; Oak Ridge Institute for Science and Education, Oak Ridge, TN, United States
| | - Paul A Romitti
- Department of Epidemiology, The University of Iowa, Iowa City, IA, United States
| | - Mahsa M Yazdy
- Massachusetts Department of Health, Boston, MA, United States
| | | | - Peter H Langlois
- Texas Department of State Health Services, Austin, TX, United States
| | - Lorenzo Botto
- Division of Medical Genetics, Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
| | - Thomas J Luben
- Office of Research and Development, U.S. Environmental Protection Agency, RTP, NC, United States
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25
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White JT, Kovar E, Chambers TM, Sheth KR, Peckham-Gregory EC, O'Neill M, Langlois PH, Jorgez CJ, Lupo PJ, Seth A. Hypospadias Risk from Maternal Residential Exposure to Heavy Metal Hazardous Air Pollutants. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:E930. [PMID: 30875870 PMCID: PMC6466330 DOI: 10.3390/ijerph16060930] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Revised: 03/07/2019] [Accepted: 03/08/2019] [Indexed: 12/21/2022]
Abstract
Objective: Investigate whether residential prenatal exposure to heavy metal hazardous air pollutants (HMHAPs) is associated with an increased risk of hypospadias. Methods: Data on non-syndromic hypospadias cases (n = 8981) and control patients delivered in Texas were obtained from the Texas Birth Defects Registry and matched 1:10 by birth year. Average exposure concentrations of HMHAPs were obtained from the 2005 U.S. Environmental Protection Agency National-Scale Air Toxics Assessment and categorized into quintiles. Odds ratios and 95% confidence intervals were estimated. STROBE reporting guidelines were followed. Results: We observed associations between hypospadias and prenatal HMHAP exposure. Manganese demonstrated significant increased risk of hypospadias at the medium, medium-high and high exposure quintiles; lead in the medium-high and high exposure quintiles. Cadmium, mercury and nickel demonstrated a significant inverted "U-shaped" association for exposures with significant associations in the medium and medium-high quintiles but not in the medium-low and high quintiles. Arsenic and chromium demonstrated a significant bivalent association for risk of hypospadias in a lower quintile as well as a higher quintile with non-significant intermediate quintiles. Conclusions: Using data from one of the world's largest active surveillance birth defects registries, we identified significant associations between hypospadias and HMHAP exposures. These results should be used in counseling for maternal demographic risk factors as well as avoidance of heavy metals and their sources.
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Affiliation(s)
- Jeffrey T White
- Pediatric Urology, Norton Children's Hospital, Louisville, KY 40207, USA.
- Department of Urology, University of Louisville School of Medicine, Louisville, KY 40202, USA.
| | - Erin Kovar
- Section of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA.
| | - Tiffany M Chambers
- Section of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA.
| | - Kunj R Sheth
- Scott Department of Urology, Baylor College of Medicine, Houston, TX 77030, USA.
- Division of Pediatric Urology, Department of Surgery, Texas Children's Hospital, Houston, TX 77030, USA.
| | - Erin C Peckham-Gregory
- Section of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA.
- Department of Pediatrics, Texas Children's Hospital, Houston, TX 77030, USA.
| | - Marisol O'Neill
- Department Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX 77030, USA.
| | - Peter H Langlois
- Birth Defects Epidemiology and Surveillance Branch, Texas Department of State Health Services, Austin, TX 78751, USA.
| | - Carolina J Jorgez
- Scott Department of Urology, Baylor College of Medicine, Houston, TX 77030, USA.
- Division of Pediatric Urology, Department of Surgery, Texas Children's Hospital, Houston, TX 77030, USA.
| | - Philip J Lupo
- Section of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA.
- Department of Pediatrics, Texas Children's Hospital, Houston, TX 77030, USA.
| | - Abhishek Seth
- Scott Department of Urology, Baylor College of Medicine, Houston, TX 77030, USA.
- Division of Pediatric Urology, Department of Surgery, Texas Children's Hospital, Houston, TX 77030, USA.
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26
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Liu C, Li Q, Yan L, Wang H, Yu J, Tang J, Yao H, Li S, Zhang Y, Guo Y. The association between maternal exposure to ambient particulate matter of 2.5 μm or less during pregnancy and fetal congenital anomalies in Yinchuan, China: A population-based cohort study. ENVIRONMENT INTERNATIONAL 2019; 122:316-321. [PMID: 30455103 DOI: 10.1016/j.envint.2018.11.030] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Revised: 10/26/2018] [Accepted: 11/12/2018] [Indexed: 05/28/2023]
Abstract
BACKGROUND Few studies from western countries have linked prenatal exposure to ambient particulate matter <2.5 μm (PM2.5) with increased risk of congenital anomalies. However, the results are mixed. Particularly, evidence is limited for Chinese pregnant women. METHODS In this retrospective cohort study, we matched the data of all pregnant women laboured in public hospitals during 2015-2016 in Yinchuan, a capital city of northwest China and the data of daily average PM2.5, nitrogen dioxide (NO2), sulphur dioxide (SO2) and ozone (O3) concentrations of the nearest monitor station. We calculated a time-dependent exposure over the entire pregnancy for each woman. We used a time varying Cox proportional hazards model to explore the association between PM2.5 exposure and the risk of congenital anomalies, after adjusting for individual confounders and other pollutants. RESULTS A total of 39,386 singleton live births were included in the study, and 530 (1.35%) were with congenital anomalies. An increase of 10 μg/m3 in PM2.5 exposure over the entire pregnancy was significantly associated with increased risk of congenital anomalies, with hazard ratio (HR) of 1.35 [95% confidence interval (95%CI): 1.16, 1.58]. For subtype analyses, PM2.5 exposure exhibited a significant association with cardiac anomalies and other unclassifiable anomalies, with HRs of 1.60 (95%CI: 1.24, 2.08) and 1.42 (95%CI: 1.07, 1.89), respectively. The impacts of PM2.5 exposure on orofacial anomalies and musculoskeletal anomalies were not significant. CONCLUSION Our results indicate high concentration of PM2.5 could increase the risk of congenital anomalies among Chinese, especially for cardiac anomalies. Self-protective measures involving reducing PM2.5 pollution exposure during pregnancy as well as environmental policies aiming to restrict PM2.5 emission could be helpful to reduce the burden of cognitional anomalies.
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Affiliation(s)
- Can Liu
- Department of Scientific Research, Peking University Third Hospital, Beijing, China
| | - Qin Li
- Department of Maternal and Child Health, School of Public Health, Peking University, Beijing, China; Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Lailai Yan
- Department of Laboratorial Science and Technology, School of Public Health, Peking University, Beijing, China
| | - Huijun Wang
- Yinchuan Maternal and Child Health Care Hospital, Yinchuan, Ningxia, China
| | - Jing Yu
- Yinchuan Maternal and Child Health Care Hospital, Yinchuan, Ningxia, China
| | - Juxiang Tang
- Yinchuan Maternal and Child Health Care Hospital, Yinchuan, Ningxia, China
| | - Haiyan Yao
- Yinchuan Maternal and Child Health Care Hospital, Yinchuan, Ningxia, China
| | - Shanshan Li
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia.
| | - Yajuan Zhang
- Key Laboratory of Fertility Preservation and Maintenance of Ministry of Education, Key Laboratory of Reproduction and Genetics in Ningxia, School of Public Health and Management, Ningxia Medical University, Yinchuan, Ningxia, China.
| | - Yuming Guo
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
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