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Behboudi-Gandevani S, Bidhendi-Yarandi R, Hossein Panahi M, Mardani A, Prinds C, Vaismoradi M, Glarcher M. Prevalence of preterm birth in Scandinavian countries: a systematic review and meta-analysis. J Int Med Res 2023; 51:3000605231203843. [PMID: 37843530 PMCID: PMC10683576 DOI: 10.1177/03000605231203843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 09/11/2023] [Indexed: 10/17/2023] Open
Abstract
OBJECTIVES As welfare societies, Scandinavian countries share characteristics of equality related to healthcare access, gender, and social services. However, cultural and lifestyle variations create country-specific health differences. This meta-analysis assessed the prevalence of preterm birth (PTB) and its categories in Scandinavian countries. METHODS A systematic search in key databases of literature published between 1990 and 2021 identified studies of the prevalence of PTB and its categories. Following the use of the Freeman-Tukey double arcsine transformation, a meta-analysis of weighted data was performed using the random-effects model and meta-prop method. RESULTS We identified 109 observational studies that involved 86,420,188 live births. The overall pooled prevalence (PP) of PTB was 5.3% (PP = 5.3%, 95% confidence interval [CI] 5.1%, 5.5%). The highest prevalence was in Norway (PP = 6.2%, 95% CI 5.3%, 7.0%), followed by Sweden (PP = 5.3%, 95% CI 5.1%, 5.4%), Denmark (PP = 5.2%, 95% CI 4.9%, 5.3%), and Iceland (PP = 5.0%, 95% CI 4.4%, 5.7%). Finland had the lowest PTB rate (PP = 4.9%, 95% CI 4.7%, 5.1%). CONCLUSIONS The overall PP of PTB was 5.3%, with small variations among countries (4.9%-6.2%). The highest and lowest PPs of PTB were in Norway and Finland, respectively.
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Affiliation(s)
| | - Razieh Bidhendi-Yarandi
- Department of Biostatistics and Epidemiology, School of Social Health, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| | - Mohammad Hossein Panahi
- Department of Epidemiology, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Abbas Mardani
- Nursing and Midwifery Care Research Center, School of Nursing and Midwifery, Iran University of Medical Sciences, Tehran, Iran
| | - Christina Prinds
- Department of Clinical Research, University South Denmark, Odense, Denmark; Department of Women’s Health, University Hospital of Southern Denmark, Esbjerg, Denmark
| | - Mojtaba Vaismoradi
- Faculty of Nursing and Health Sciences, Nord University, Bodø, Norway
- Faculty of Science and Health, Charles Sturt University, Orange, NSW, Australia
| | - Manela Glarcher
- Institute of Nursing Science and Practice, Paracelsus Medical University, Salzburg, Austria
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2
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Villeneuve PJ, Lam S, Tjepkema M, Pinault L, Crouse DL, Osornio-Vargas AR, Hystad P, Jerrett M, Lavigne E, Stieb DM. Residential proximity to greenness and adverse birth outcomes in urban areas: Findings from a national Canadian population-based study. ENVIRONMENTAL RESEARCH 2022; 204:112344. [PMID: 34742713 DOI: 10.1016/j.envres.2021.112344] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 10/07/2021] [Accepted: 11/02/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND Over the last decade, several studies have reported that residential proximity to vegetation, or 'greenness', is associated with improved birth outcomes, including for term birth weight (TBW), preterm birth (PTB), and small for gestational age (SGA). However, there remain several uncertainties about these possible benefits including the role of air pollution, and the extent to they are influenced socioeconomic status. METHODS We addressed these gaps using a national population-based study of 2.2 million singleton live births in Canadian metropolitan areas between 1999 and 2008. Exposures to greenness, fine particulate matter (PM2.5), and nitrogen dioxide (NO2) were assigned to infants using the postal code of their mother's residence at the time of birth. The Normalized Difference Vegetation Index (NDVI) was used to characterize greenness, while estimates of ambient PM2.5 and NO2 were estimated using remote sensing, and a national land-use regression surface, respectively. Multivariable regression analysis was performed to describe associations between residential greenness and the birth outcomes. Stratified analyses explored whether these associations were modified by neighbourhood measures of socioeconomic status. RESULTS Mothers who lived in greener areas had a lower risk of low TBW, PTB, and SGA babies. These associations persisted after adjustment for ambient NO2 and PM2.5. Specifically, in fully adjusted models, an interquartile range (IQR = 0.16) increase in the NDVI within a residential buffer of 250 m yielded odds ratios of 0.93 (95% confidence interval (CI): 0.92, 0.94), 0.94 (95% CI: 0.92, 0.95), and 0.94 (95% CI: 0.93, 0.95) for the outcomes of PTB, low TBW, and SGA, respectively. Similarly, an IQR increase in greenness was associated with a 16.3 g (95% CI: 15.3, 17.4) increase in TBW. We found inverse associations between greenness and the occurrence of adverse birth outcomes regardless of the socioeconomic status of the neighbourhood. INTERPRETATION Our findings support the hypothesis that residential greenness contributes to healthier pregnancies, that these associations are independent from exposure to air pollution. , and that proximity to greenness benefits all mothers regardless of socioeconomic status.
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Affiliation(s)
- Paul J Villeneuve
- CHAIM Research Center, Carleton University, Herzberg Building, Room 5413, Ottawa, ON, K1S 5B6, Canada; Department of Neuroscience, Carleton University, Ottawa, ON, Canada.
| | - Sandy Lam
- Department of Health Sciences, Carleton University, Ottawa, ON, Canada
| | | | - Lauren Pinault
- Health Analysis Division, Statistics Canada, Ottawa, ON, Canada
| | | | - Alvaro R Osornio-Vargas
- Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Perry Hystad
- School of Biological and Population Health Sciences, College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA
| | - Michael Jerrett
- Department of Environmental Health Sciences, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, USA
| | - Eric Lavigne
- Air Health Science Division, Health Canada, Ottawa, Canada
| | - David M Stieb
- School of Epidemiology and Public Health, University of Ottawa, Canada; Environmental Health Science and Research Bureau, Health Canada, Vancouver, Canada
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Deguen S, Kihal-Talantikite W, Gilles M, Danzon A, Carayol M, Zmirou-Navier D. Are the effects of air pollution on birth weight modified by infant sex and neighborhood socioeconomic deprivation? A multilevel analysis in Paris (France). PLoS One 2021; 16:e0247699. [PMID: 33857144 PMCID: PMC8049242 DOI: 10.1371/journal.pone.0247699] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Accepted: 02/11/2021] [Indexed: 11/18/2022] Open
Abstract
Adverse birth outcomes related to air pollution are well documented; however, few studies have accounted for infant sex. There is also scientific evidence that the neighborhood socioeconomic profile may modify this association even after adjusting for individual socioeconomic characteristics. The objective is to analyze the association between air pollution and birth weight by infant sex and neighborhood socioeconomic index. All birth weights (2008-2011) were geocoded at census block level. Each census block was assigned a socioeconomic deprivation level, as well as daily NO2 and PM10 concentrations. We performed a multilevel model with a multiple statistical test and sensible analysis using the spline function. Our findings suggest the existence of a differential association between air pollution and BW according to both neighborhood socioeconomic level and infant sex. However, due to multiple statistical tests and controlling the false discovery rate (FDR), all significant associations became either not statistically significant or borderline. Our findings reinforce the need for additional studies to investigate the role of the neighborhood socioeconomic which could differentially modify the air pollution effect.
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Affiliation(s)
- Séverine Deguen
- School of Public Health (EHESP), DSET&GS, Rennes CEDEX, France
- Department of Social Epidemiology, Institut Pierre Louis d’Epidémiologie et de Santé Publique (UMRS 1136), Sorbonne Universités, UPMC Univ Paris 06, INSERM, Paris, France
- * E-mail:
| | - Wahida Kihal-Talantikite
- Laboratoire Image Ville Environnement, LIVE UMR 7362 CNRS, University of Strasbourg, Strasbourg, France
| | - Morgane Gilles
- School of Public Health (EHESP), DSET&GS, Rennes CEDEX, France
| | - Arlette Danzon
- Service de Protection Maternelle et Infantile, Direction des Familles et de la Petite Enfance, Mairie de Paris, Paris, France
| | - Marion Carayol
- Service de Protection Maternelle et Infantile, Direction des Familles et de la Petite Enfance, Mairie de Paris, Paris, France
| | - Denis Zmirou-Navier
- School of Public Health (EHESP), DSET&GS, Rennes CEDEX, France
- School of Medicine, Lorraine University, Nancy, France
- Inserm, Irset (Institut de recherche en santé, environnement et travail), UMR-S 1085, Rennes, France
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Air pollution and pregnancy outcomes based on exposure evaluation using a land use regression model: A systematic review. Taiwan J Obstet Gynecol 2021; 60:193-215. [PMID: 33678317 DOI: 10.1016/j.tjog.2021.01.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/23/2020] [Indexed: 11/20/2022] Open
Abstract
This review systematically assessed those studies investigating the association between air pollution and birth outcomes using land use regression (LUR) models for exposure assessment. Fifty-four studies were identified which were published between 2007 and 2019. Most of these were conducted in America, Spain and Canada, while only five were conducted in China. One hundred and ninety-seven LUR models were developed for different pollutants. The main pollutants that these studies assessed were NO2 and PM2.5, and the main pregnancy outcomes investigated were preterm birth (PTB), small for gestational age (SGA) and birth weight. Studies consistently found that NO2 exposure during pregnancy was associated with reduced fetal growth and development. The effect of NO2 on other adverse pregnancy outcomes is unclear. In addition, it was found that increased PM2.5 (aerodynamic equivalent diameter ≤ 2.5 um) exposure during pregnancy reduced birth weight. The effect of PM2.5 on other adverse pregnancy outcomes is also unclear. The relationship between other pollutants and adverse pregnancy outcomes is uncertain based on the existing research. Exposure assessment with LUR modeling has been widely used in Europe and North America, but used less in China. Future studies are recommended to use LUR modeling for individual exposure evaluation in China to better characterize the relationship between air pollution and adverse pregnancy outcomes. In addition, further research is required given that a lot of the associations looked at in the review were inconclusive.
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Effects of Air Pollution on the Risk of Low Birth Weight in a Cold Climate. APPLIED SCIENCES-BASEL 2020. [DOI: 10.3390/app10186399] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
There is accumulating evidence that prenatal exposure to air pollution disturbs fetal growth and development, but little is known about these effects in cold climates or their season-specific or joint effects. Our objective was to assess independent and joint effects of prenatal exposure to specific air pollutants on the risk of low birth weight (LBW). We utilized the 2568 children of the Espoo Cohort Study, born between 1984 and 1990 and living in the City of Espoo. We conducted stratified analyses for births during warm and cold seasons separately. We analyzed the effect estimates using multi-pollutant Poisson regression models with risk ratio (RR) as the measure of effect. The risk of LBW was related to exposure to CO (adjusted RR 1.44, 95% confidence interval [CI]: 1.04–2.00) and exposure to O3 in the spring–summer season (1.82, 1.11–2.96). There was also evidence of synergistic effects between CO and O3 (relative risk due to interaction (RERI), all year 1.08, 95% CI: 0.27–4.94, spring–summer 3.97, 2.17–25.85) and between PM2.5 and O3 (all year 0.72, −0.07–3.60, spring–summer 2.80, 1.36–19.88). We present new evidence of both independent and joint effects of prenatal exposure to low levels of air pollution in a cold climate on the risk of LBW.
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Tapia VL, Vasquez BV, Vu B, Liu Y, Steenland K, Gonzales GF. Association between maternal exposure to particulate matter (PM 2.5) and adverse pregnancy outcomes in Lima, Peru. JOURNAL OF EXPOSURE SCIENCE & ENVIRONMENTAL EPIDEMIOLOGY 2020; 30:689-697. [PMID: 32355212 PMCID: PMC7853153 DOI: 10.1038/s41370-020-0223-5] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 03/16/2020] [Accepted: 04/07/2020] [Indexed: 05/27/2023]
Abstract
The literature shows associations between maternal exposures to PM2.5 and adverse pregnancy outcomes. There are few data from Latin America. We have examined PM2.5 and pregnancy outcomes in Lima. The study included 123,034 births from 2012 to 2016, at three public hospitals. We used estimated daily PM2.5 from a newly created model developed using ground measurements, satellite data, and a chemical transport model. Exposure was assigned based on district of residence (n = 39). Linear and logistic regression analyzes were used to estimate the associations between air pollution exposure and pregnancy outcomes. Increased exposure to PM2.5 during the entire pregnancy and in the first trimester was inversely associated with birth weight. We found a decrease of 8.13 g (-14.0; -1.84) overall and 18.6 g (-24.4, -12.8) in the first trimester, for an interquartile range (IQR) increase (9.2 µg/m3) in PM2.5. PM2.5 exposure was positively associated with low birth weight at term (TLBW) during entire pregnancy (OR: 1.11; 95% CI: 1.03-1.20), and at the first (OR: 1.11; 95% CI: 1.03-1.20), second (OR: 1.09; 95% CI: 1.01-1.17), and third trimester (OR: 1.10; 95% CI: 1.02-1.18) per IQR (9.2 µg/m3) increase. Higher exposure to PM2.5 was also associated with increased risk of small for gestational age (SGA). There were no statistically significant associations between PM2.5 exposure and preterm births (PTB). Exposure to higher concentrations of PM2.5 in Lima may decrease birth weight and increase the frequency of TLBW and SGA. Our study was inconsistent with the literature in finding no associations with preterm birth.
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Affiliation(s)
- V L Tapia
- Laboratorio de Reproducción y Endocrinología, LID, Universidad Peruana Cayetano Heredia, Lima, Peru.
- Department of Biological and Physiological Sciences, Faculty of Sciences and Philosophy, Universidad Peruana Cayetano Heredia, Lima, Peru.
| | - B V Vasquez
- Laboratorio de Reproducción y Endocrinología, LID, Universidad Peruana Cayetano Heredia, Lima, Peru
- Department of Biological and Physiological Sciences, Faculty of Sciences and Philosophy, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - B Vu
- Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Y Liu
- Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - K Steenland
- Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - G F Gonzales
- Laboratorio de Reproducción y Endocrinología, LID, Universidad Peruana Cayetano Heredia, Lima, Peru
- Department of Biological and Physiological Sciences, Faculty of Sciences and Philosophy, Universidad Peruana Cayetano Heredia, Lima, Peru
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Garshol BF, Aamodt G, Madsen C, Vatn MH, Bengtson MB. The effect of nitrogen dioxide on low birth weight in women with inflammatory bowel disease: a Norwegian pregnancy cohort study (MoBa). Scand J Gastroenterol 2020; 55:272-278. [PMID: 32064969 DOI: 10.1080/00365521.2020.1726446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Background: Adverse birth outcomes are more frequent among mothers with inflammatory bowel diseases (IBDs) than non-IBD mothers. In recent studies, air pollution, such as high concentrations of nitrogen dioxide (NO2), is reckoned as a risk factor for preterm birth in the general population. In this study, we investigated whether IBD mothers are at higher risk of preterm birth when exposed to NO2 compared to non-IBD mothers.Methods: We used information from the Norwegian Mother, Father and Child Cohort Study (MoBa). The pregnancy cohort was linked to the Norwegian Medical Birth Registry and air-pollution exposure data available from a subset of the study cohort. The relevant outcome in this study was preterm birth. A total of 16,170 non-IBD and 92 IBD mothers were included in the study.Results: The mean exposure of NO2 during the pregnancy was similar for IBD and non-IBD mothers, 13.7 (6.9) μg/m3 and 13.6 (4.2) μg/m3, respectively.IBD mothers with higher exposure of NO2 in the second and third trimester were at significant risk of preterm birth compared to non-IBD mothers [OR = 1.28 (CI 95%: 1.04-1.59) and OR = 1.23 (95% CI: 1.06-1.43), respectively]. The mean NO2 exposure was significantly higher in IBD mothers with preterm birth than in IBD mothers who delivered at term, at 19.58 (1.57) μg/m3 and 12.89 (6.37) μg/m3, respectively.Conclusions: NO2 exposure influenced the risk of preterm birth in IBD mothers. Higher risk of preterm birth in IBD was associated with higher exposure of NO2, suggesting vulnerability of preterm birth in IBD when exposed to NO2.
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Affiliation(s)
| | - Geir Aamodt
- Department of Public Health Science, LANDSAM, Norwegian University of Life Sciences, Ås, Norway
| | - Christian Madsen
- Department of Health & Inequality, Norwegian Institute of Public Health, Oslo, Norway
| | - Morten Harald Vatn
- EpiGen Institute, Akershus University Hospital, University of Oslo, Oslo, Norway
| | - May-Bente Bengtson
- EpiGen Institute, Akershus University Hospital, University of Oslo, Oslo, Norway.,Medical Department, Vestfold Hospital Trust, Tønsberg, Norway
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Lee S, Hong YC, Park H, Kim Y, Ha M, Ha E. Combined effects of multiple prenatal exposure to pollutants on birth weight: The Mothers and Children's Environmental Health (MOCEH) study. ENVIRONMENTAL RESEARCH 2020; 181:108832. [PMID: 31810591 DOI: 10.1016/j.envres.2019.108832] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2018] [Revised: 10/15/2019] [Accepted: 10/16/2019] [Indexed: 06/10/2023]
Abstract
BACKGROUND Increasing evidence shows that prenatal environmental exposures is a risk factor for restricted intrauterine growth. However, only a few studies have examined the effects of multiple environmental exposures on fetal growth. OBJECTIVE To investigate the effects of prenatal exposure on multiple environmental pollutants (heavy metals, bisphenol, phthalates, and air pollutants) on birth weight. METHODS The Mothers and Children's Environmental Health study is a prospective birth cohort comprising a total of 719 mother-child pairs, including 466 pairs undergoing early pregnancy exposure and 542 pairs of late pregnancy exposure. The concentrations of three heavy metals (mercury, lead, and cadmium) in the maternal blood samples were measured. The concentrations of three phthalate metabolites [mono(2-ethyl-5-hydroxyhexyl) phthalate, mono(2-ethyl-5-oxohexyl) phthalate, and mono-n-butyl phthalate] and bisphenol A in maternal urine samples were measured. Daily exposure to ambient particulate matter (PM10) and nitrogen dioxide (NO2) exposure was estimated based on residence and averaged by gestational age. To assess the combined effect of multiple pollutants, principal components analysis (PCA) and supervised principal components analysis (SCPA) were conducted. RESULTS Based on PCA, the components representing PM10 and NO2 exposure during early pregnancy were significantly associated with birth weight of -32.68 g (95% CI: -64.45 g to -0.91 g) per unit increase of the corresponding component. In SCPA model, the components representing NO2 exposure during early pregnancy and the combined exposure to mercury and lead during late pregnancy were negatively associated with birth weight of -46.63 g (95% CI: -90.65 g to -2.62 g) and -55.32 g (95% CI: -99.01 g to -11.64 g), respectively, per unit increase of the corresponding component. CONCLUSION Based on our multi-pollutant model, PM10 and NO2 exposure in early pregnancy and the combined effect of Pb and Hg in late pregnancy were associated with reduced birth weight. Our results suggest that exposure to various pollutants during pregnancy has a significant cumulative effect on birth weight, even if each pollutant is at a level below the concentration required for direct effect.
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Affiliation(s)
- Seulbi Lee
- Department of Medical Science, College of Medicine, Ewha Womans University, Seoul, Republic of Korea
| | - Yun-Chul Hong
- Department of Preventive Medicine, College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - Hyesook Park
- Department of Preventive Medicine, College of Medicine, Ewha Womans University, Seoul, Republic of Korea
| | - Yangho Kim
- Department of Occupational and Environmental Medicine, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Republic of Korea
| | - Mina Ha
- Department of Preventive Medicine, College of Medicine, Dankook University, Cheonan, Republic of Korea
| | - Eunhee Ha
- Department of Occupational and Environmental Medicine, College of Medicine, Ewha Womans University, Seoul, Republic of Korea; Research Institute for Human Health Information, Ewha Womans University Mokdong Hospital, Seoul, Republic of Korea; Ewha Medical Research Institute, College of Medicine, Ewha Womans University, Seoul, Republic of Korea.
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Madsen C, Håberg SE, Aamodt G, Stigum H, Magnus P, London SJ, Nystad W, Nafstad P. Preeclampsia and Hypertension During Pregnancy in Areas with Relatively Low Levels of Traffic Air Pollution. Matern Child Health J 2019; 22:512-519. [PMID: 29285630 DOI: 10.1007/s10995-017-2417-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Objectives Air pollution exposure may contribute to the development of preeclampsia and hypertension during pregnancy. However, the evidence for such a relation is still limited. We investigated the associations between exposure for moderate to low levels of air pollution during pregnancy and preeclampsia and gestational hypertension in selected urban and county areas of Norway. Methods This study used a sub-group of 17,533 women in the Norwegian Mother and Child Cohort Study. Air pollution levels at residential addresses were estimated using land use regression models and back-extrapolated to the period of each pregnancy. Information on preeclampsia and gestational hypertension were obtained from the Medical Birth Registry of Norway and information on lifestyle factors was collected from questionnaires completed by the women during pregnancy. Results Moderate mean levels of NO2 (13.6 ± 6.9 µg/m3) at residential address during pregnancy were not associated with preeclampsia and pregnancy hypertension. We found no statistically significant associations per 10 µg/m3 change in NO2 exposure and preeclampsia (adjusted OR 0.89, 95% CI 0.74, 1.08) or hypertension during pregnancy (adjusted OR 0.91, 95% CI 0.78, 1.06). Conclusions for Practice In this large Norwegian pregnancy cohort, we found no statistically significant associations for moderate to low levels of pregnancy NO2 exposure and preeclampsia or hypertension during pregnancy.
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Affiliation(s)
- Christian Madsen
- Domain for Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway. .,Department of Community Medicine and Global Health, Medical Faculty, University of Oslo, Oslo, Norway. .,Department of Health and Inequality, Domain for Mental and Physical Health, Norwegian Institute of Public Health, Nydalen, P.O. Box 4404, 0403, Oslo, Norway.
| | - Siri Eldevik Håberg
- Domain for Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Geir Aamodt
- Department of Landscape Architecture and Spatial Planning, Norwegian University of Life Sciences, Ås, Norway
| | - Hein Stigum
- Domain for Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway.,Department of Community Medicine and Global Health, Medical Faculty, University of Oslo, Oslo, Norway
| | - Per Magnus
- Domain for Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Stephanie J London
- Department of Health and Human Services, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC, USA
| | - Wenche Nystad
- Domain for Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Per Nafstad
- Domain for Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway.,Department of Community Medicine and Global Health, Medical Faculty, University of Oslo, Oslo, Norway
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Ye L, Ji Y, Lv W, Zhu Y, Lu C, Xu B, Xia Y. Associations between maternal exposure to air pollution and birth outcomes: a retrospective cohort study in Taizhou, China. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2018; 25:21927-21936. [PMID: 29797193 DOI: 10.1007/s11356-018-1944-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Accepted: 04/03/2018] [Indexed: 04/16/2023]
Abstract
Previous studies from Western country settings had shown correlation between maternal exposure to air pollution and pregnancy outcomes; however, the evidence is difficult to clearly interpret. We aimed to investigate the association of maternal exposure to air pollution expressed as particulate matter (PM2.5, PM10) and nitrogen dioxide (NO2). The exposure was assessed for the 1st, 2nd, and 3rd trimester and related to the birth outcomes. During each trimester of gestation, the effect of PM2.5, PM10, and NO2 exposure as well as the entire pregnancy on the preterm birth, low birth weight, and term babies' birth weight was explored. The dataset of 26,998 delivered live births between January 1, 2013 and May 31, 2016, were collected from the Taizhou Maternal and Child Care Service Center. Air monitoring data were collected from the Taizhou Municipal Environmental Monitoring Center for the same period. We used multi-variable logistic and linear regression analyses to investigate the correlation of air pollution to maternal and outcomes of birth. In models of adjusted single pollutant for second trimester, NO2 concentration was positively correlated with term low birth weight and preterm birth [aRR for an interquartile range increase: 1.59 (1.44, 1.75); 1.27 (1.12, 1.44)]; likewise, a 1 μg/m3 increase in NO2 was correlated with a reduction in birth weight 2.94 g (P < 0.001) in linear models. Each of PM2.5 and PM10 concentration was also associated with preterm birth [aRR for an interquartile range increase 1.30 (1.21, 1.38); 1.39 (1.27, 1.52)]. In co-pollutant models, the results were similar. Maternal exposure to air pollutant in Taizhou was associated with an increased risk of preterm birth and reduction in birth weight. We reported a potential link between maternal exposure to air pollution and negative outcomes of birth in Taizhou, China.
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Affiliation(s)
- Lin Ye
- School of Public Health, Nanjing Medical University, 818 East Tianyuan Road, Nanjing, 210029, People's Republic of China
- Taizhou Maternal and Child Health Care Center, 399 Hailing South Road, Taizhou, 225300, Jiangsu, People's Republic of China
| | - Yinwen Ji
- School of Public Health, Nanjing Medical University, 818 East Tianyuan Road, Nanjing, 210029, People's Republic of China
- State Key Laboratory of Reproductive Medicine, Institute of Toxicology, Nanjing Medical University, Nanjing, 210029, China
| | - Wei Lv
- School of Business, Nanjing University, 22 Hankou Road, Nanjing, 210093, People's Republic of China
| | - Yining Zhu
- The First School of Clinical Medicine, Nanjing Medical University, 300 Guangzhou Road, Nanjing, 210029, People's Republic of China
| | - Chuncheng Lu
- School of Public Health, Nanjing Medical University, 818 East Tianyuan Road, Nanjing, 210029, People's Republic of China
- State Key Laboratory of Reproductive Medicine, Institute of Toxicology, Nanjing Medical University, Nanjing, 210029, China
| | - Bo Xu
- School of Public Health, Nanjing Medical University, 818 East Tianyuan Road, Nanjing, 210029, People's Republic of China
- State Key Laboratory of Reproductive Medicine, Institute of Toxicology, Nanjing Medical University, Nanjing, 210029, China
| | - Yankai Xia
- School of Public Health, Nanjing Medical University, 818 East Tianyuan Road, Nanjing, 210029, People's Republic of China.
- State Key Laboratory of Reproductive Medicine, Institute of Toxicology, Nanjing Medical University, Nanjing, 210029, China.
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de Hoogh K, Héritier H, Stafoggia M, Künzli N, Kloog I. Modelling daily PM 2.5 concentrations at high spatio-temporal resolution across Switzerland. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2018; 233:1147-1154. [PMID: 29037492 DOI: 10.1016/j.envpol.2017.10.025] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Revised: 09/04/2017] [Accepted: 10/06/2017] [Indexed: 05/27/2023]
Abstract
Spatiotemporal resolved models were developed predicting daily fine particulate matter (PM2.5) concentrations across Switzerland from 2003 to 2013. Relatively sparse PM2.5 monitoring data was supplemented by imputing PM2.5 concentrations at PM10 sites, using PM2.5/PM10 ratios at co-located sites. Daily PM2.5 concentrations were first estimated at a 1 × 1km resolution across Switzerland, using Multiangle Implementation of Atmospheric Correction (MAIAC) spectral aerosol optical depth (AOD) data in combination with spatiotemporal predictor data in a four stage approach. Mixed effect models (1) were used to predict PM2.5 in cells with AOD but without PM2.5 measurements (2). A generalized additive mixed model with spatial smoothing was applied to generate grid cell predictions for those grid cells where AOD was missing (3). Finally, local PM2.5 predictions were estimated at each monitoring site by regressing the residuals from the 1 × 1km estimate against local spatial and temporal variables using machine learning techniques (4) and adding them to the stage 3 global estimates. The global (1 km) and local (100 m) models explained on average 73% of the total,71% of the spatial and 75% of the temporal variation (all cross validated) globally and on average 89% (total) 95% (spatial) and 88% (temporal) of the variation locally in measured PM2.5 concentrations.
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Affiliation(s)
- Kees de Hoogh
- Swiss Tropical and Public Health Institute, Basel, Switzerland; University of Basel, Basel, Switzerland.
| | - Harris Héritier
- Swiss Tropical and Public Health Institute, Basel, Switzerland; University of Basel, Basel, Switzerland
| | - Massimo Stafoggia
- Department of Epidemiology, Lazio Regional Health Service, Rome, Italy
| | - Nino Künzli
- Swiss Tropical and Public Health Institute, Basel, Switzerland; University of Basel, Basel, Switzerland
| | - Itai Kloog
- Department of Geography and Environmental Development, Ben-Gurion University of the Negev, P.O.B. 653, Beer Sheva, Israel
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12
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Madsen C, Haberg SE, Magnus MC, Aamodt G, Stigum H, London SJ, Nystad W, Nafstad P. Pregnancy exposure to air pollution and early childhood respiratory health in the Norwegian Mother and Child Cohort Study (MoBa). BMJ Open 2017; 7:e015796. [PMID: 29282255 PMCID: PMC5770814 DOI: 10.1136/bmjopen-2016-015796] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
OBJECTIVES It is unclear whether maternal air pollution exposure during pregnancy induces changes in the developing respiratory system of a child and whether it has consequences for respiratory health in early childhood. We investigated associations between exposure to moderate levels of air pollution during pregnancy and early childhood lower respiratory tract infections (LRTI) and wheezing. METHODS This study used a subgroup of 17 533 participants in the Norwegian Mother and Child Cohort Study. Air pollution levels at residential addresses were estimated using land use regression models, and back-extrapolated to the period of each pregnancy. Information on LRTI and wheezing and lifestyle factors was collected from questionnaires completed by mothers during pregnancy and when the child was 6 and 18 months of age. RESULTS Moderate mean levels of NO2 (13.6 µg/m3, range 0.01-60.4) exposure at residential address during pregnancy were not statistically associated with LRTI and wheezing. No association was found per 10 µg/m3 change in NO2 exposure and LRTI before the age of 6 months (adjusted risk ratio (RR) 0.99; 95% CI 0.84 to 1.17), or between 6 and 18 months of age (adjusted RR 1.05; 95% CI 0.94 to 1.16). Similarly, we found no association per 10 µg/m3 change in NO2 exposure and wheezing between 6 and 18 months of age (adjusted RR 1.02; 95% CI 0.97 to 1.07). CONCLUSIONS There were no statistically significant associations for moderate levels of pregnancy NO2 exposure and respiratory health outcomes during early childhood in overall analyses.
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Affiliation(s)
- Christian Madsen
- Department of Health & Inequality, Norwegian Institute of Public Health, Oslo, Norway
| | - Siri Eldevik Haberg
- Domain for Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Maria C Magnus
- Department of Noncommunicable Diseases, Norwegian Institute of Public Health, Oslo, Norway
| | - Geir Aamodt
- Department of Landscape Architecture and Spatial Planning, Norwegian University of Life Sciences, As, Norway
| | - Hein Stigum
- Department of Noncommunicable Diseases, Norwegian Institute of Public Health, Oslo, Norway
- Department of Community Medicine and Global Health, Medical Faculty, University of Oslo, Oslo, Norway
| | - Stephanie J London
- Department of Health and Human Services, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina, USA
| | - Wenche Nystad
- Department of Noncommunicable Diseases, Norwegian Institute of Public Health, Oslo, Norway
| | - Per Nafstad
- Department of Noncommunicable Diseases, Norwegian Institute of Public Health, Oslo, Norway
- Department of Community Medicine and Global Health, Medical Faculty, University of Oslo, Oslo, Norway
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13
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Gong T, Brew B, Sjölander A, Almqvist C. Towards non-conventional methods of designing register-based epidemiological studies: An application to pediatric research. Scand J Public Health 2017; 45:30-35. [PMID: 28683659 DOI: 10.1177/1403494817702339] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
AIMS Various epidemiological designs have been applied to investigate the causes and consequences of fetal growth restriction in register-based observational studies. This review seeks to provide an overview of several conventional designs, including cohort, case-control and more recently applied non-conventional designs such as family-based designs. We also discuss some practical points regarding the application and interpretation of family-based designs. METHODS Definitions of each design, the study population, the exposure and the outcome measures are briefly summarised. Examples of study designs are taken from the field of low birth-weight research for illustrative purposes. Also examined are relative advantages and disadvantages of each design in terms of assumptions, potential selection and information bias, confounding and generalisability. Kinship data linkage, statistical models and result interpretation are discussed specific to family-based designs. RESULTS When all information is retrieved from registers, there is no evident preference of the case-control design over the cohort design to estimate odds ratios. All conventional designs included in the review are prone to bias, particularly due to residual confounding. Family-based designs are able to reduce such bias and strengthen causal inference. In the field of low birth-weight research, family-based designs have been able to confirm a negative association not confounded by genetic or shared environmental factors between low birth weight and the risk of asthma. CONCLUSIONS We conclude that there is a broader need for family-based design in observational research as evidenced by the meaningful contributions to the understanding of the potential causal association between low birth weight and subsequent outcomes.
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Affiliation(s)
- Tong Gong
- 1 Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Sweden
| | - Bronwyn Brew
- 1 Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Sweden
| | - Arvid Sjölander
- 1 Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Sweden
| | - Catarina Almqvist
- 1 Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Sweden.,2 Pediatric Allergy and Pulmonology unit, Astrid Lindgren Children's Hospital, Karolinska University Hospital, Sweden
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14
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Westergaard N, Gehring U, Slama R, Pedersen M. Ambient air pollution and low birth weight - are some women more vulnerable than others? ENVIRONMENT INTERNATIONAL 2017; 104:146-154. [PMID: 28390661 DOI: 10.1016/j.envint.2017.03.026] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2017] [Revised: 03/21/2017] [Accepted: 03/31/2017] [Indexed: 06/07/2023]
Abstract
BACKGROUND AND OBJECTIVES Ambient air pollution is controllable, and it is one of the greatest environmental threats to human health. Studies conducted worldwide have provided evidence that maternal exposure to ambient air pollution during pregnancy enhances the risk of low birth weight at term (TLBW, <2500g among infants born ≥37 completed weeks of gestation), a maker of intrauterine growth restriction (IUGR), and suggest that some subgroups of pregnant women who are smoking, of low or high body-mass index (BMI), low socioeconomic status (SES) or asthma are more vulnerable towards the effect of ambient air pollution. The aim of this commentary is to review the published literature on the association between ambient air pollution and TLBW regarding increased vulnerability for the above-mentioned subgroups. RESULTS Although more than fifty epidemiological studies have examined the associations between ambient air pollution and TLBW to date, we only identified six studies that examined the potential effect modification of the association between ambient air pollution and TLBW by the above listed maternal risk factors. Two studies assessed effect modification caused by smoking on the association between ambient air pollution and TLBW. The adjusted odds ratio (OR) for TLBW associated with exposure to ambient air pollution were in one study higher among women who smoked during pregnancy, as compared to the OR of non-smoking women, while in the other study the association was in the opposite direction. The association of ambient air pollution and TLBW were higher among women characterized by extreme BMI (two studies) and low SES compared to non-obese women or women of higher SES (four studies), respectively. Only one study reported the estimated effects among asthmatic and non-asthmatic women and no statistically significant effect modification was evident for the risk of TLBW associated with ambient air pollution. CONCLUSION AND RECOMMENDATIONS The current epidemiologic evidence is scarce, but suggests that pregnant women who are smoking, being underweight, overweight/obese or having lower SES are a vulnerable subpopulation when exposed to ambient air pollution, with and increased risk of having a child with TLBW. The limited evidence precludes for definitive conclusions and further studies are recommended.
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Affiliation(s)
- Nadja Westergaard
- Centre for Epidemiology and Screening, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Ulrike Gehring
- Division of Environmental Epidemiology, Institute for Risk Assessment Sciences, Utrecht University, Utrecht, The Netherlands
| | - Rémy Slama
- INSERM/Centre National de la Recherche Scientifique (CNRS), Université Grenoble Alpes Joint Research Center, Grenoble, France
| | - Marie Pedersen
- Centre for Epidemiology and Screening, Department of Public Health, University of Copenhagen, Copenhagen, Denmark; Danish Cancer Society Research Center, Copenhagen, Denmark.
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Ghasemi-Tehrani H, Fallah S, Mozafarian N, Miranzadeh S, Sadeghi S, Azidhak A. Effect of Exposure to Air Pollution on Placental Weight in Isfahan-Iran. J Family Reprod Health 2017; 11:90-96. [PMID: 29282416 PMCID: PMC5742669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
Abstract
Objective: To determine the effect of Air Quality Index (AQI) in the first trimester of pregnancy on birth weight, placental weight, and the ratio of placental weight to the birth weight (pw-bw) in Isfahan. Materials and methods: This cross-sectional study was done on 312 consecutive pregnant women in Beheshti Hospital in Isfahan city in 2013. Information on air pollution was received from the Environmental department of Isfahan. Average exposure to air pollution in the first trimester of pregnancy was calculated for eachpregnant woman. In order to compare quantitative and qualitative variables, analysis of variance (ANOVA), and chi-square were applied. After that, the multiple linear regression analysis was used to assess the association the Air Quality Index (AQI) on birth weight, placental weight and the ratio of pw-bw. Potential confounders including age, baby gender, smoking of husband, maternal BMI, maternal occupation, and education and mother's residential area were considered. A statistical significant association were considered for P-value less than 0.05. Results: The findings showed that there is inverse relationship between exposure to air pollution and placental weight in the first trimester of pregnancy after controlling potential confounders (β = -2.57, p-value = 0.008). The inverse relationship between air pollution and the ratio of pw-bw was found. (β = -0.001, p-value = 0.002). Conclusion: The results of this study suggest that air pollution is associated with newborns' health which in turn is a warning alarm for considering some actions in both sides of reducing the air pollution and teaching the pregnant women about the adverse effects of air pollution on the pregnancy outcomes.
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Affiliation(s)
- Hatav Ghasemi-Tehrani
- Department of Obstetrics and Gynecology, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Setare Fallah
- Isfahan University of Medical Sciences, Isfahan, Iran
| | - Nafiseh Mozafarian
- Department of Pediatrics, Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Diseases, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Sareh Miranzadeh
- Child Growth and development Research Center, Research Institute for Primordial Prevention of Non – Communicable Diseases, Isfahan, Iran
| | - Shokooh Sadeghi
- Department of Anesthesia, Shahid Beheshti Hospital, Isfahan, Iran
| | - Azam Azidhak
- Department of Obstetrics and Gynecology, Shahid Beheshti Hospital, Isfahan, Iran
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Inskip H, Ntani G, Westbury L, Di Gravio C, D'Angelo S, Parsons C, Baird J. Getting started with tables. Arch Public Health 2017; 75:14. [PMID: 28321295 PMCID: PMC5357815 DOI: 10.1186/s13690-017-0180-1] [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: 12/04/2016] [Accepted: 01/20/2017] [Indexed: 11/11/2022] Open
Abstract
Background Tables are often overlooked by many readers of papers who tend to focus on the text. Good tables tell much of the story of a paper and give a richer insight into the details of the study participants and the main research findings. Being confident in reading tables and constructing clear tables are important skills for researchers to master. Method Common forms of tables were considered, along with the standard statistics used in them. Papers in the Archives of Public Health published during 2015 and 2016 were hand-searched for examples to illustrate the points being made. Presentation of graphs and figures were not considered as they are outside the scope of the paper. Results Basic statistical concepts are outlined to aid understanding of each of the tables presented. The first table in many papers gives an overview of the study population and its characteristics, usually giving numbers and percentages of the study population in different categories (e.g. by sex, educational attainment, smoking status) and summaries of measured characteristics (continuous variables) of the participants (e.g. age, height, body mass index). Tables giving the results of the analyses follow; these often include summaries of characteristics in different groups of participants, as well as relationships between the outcome under study and the exposure of interest. For continuous outcome data, results are often expressed as differences between means, or regression or correlation coefficients. Ratio/relative measures (e.g. relative risks, odds ratios) are usually used for binary outcome measures that take one of two values for each study participants (e.g. dead versus alive, obese versus non-obese). Tables come in many forms, but various standard types are described here. Conclusion Clear tables provide much of the important detail in a paper and researchers are encouraged to read and construct them with care.
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Affiliation(s)
- Hazel Inskip
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton General Hospital, Southampton, SO16 6YD UK
| | - Georgia Ntani
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton General Hospital, Southampton, SO16 6YD UK
| | - Leo Westbury
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton General Hospital, Southampton, SO16 6YD UK
| | - Chiara Di Gravio
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton General Hospital, Southampton, SO16 6YD UK
| | - Stefania D'Angelo
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton General Hospital, Southampton, SO16 6YD UK
| | - Camille Parsons
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton General Hospital, Southampton, SO16 6YD UK
| | - Janis Baird
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton General Hospital, Southampton, SO16 6YD UK
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17
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Ferguson KK, Chin HB. Environmental chemicals and preterm birth: Biological mechanisms and the state of the science. CURR EPIDEMIOL REP 2017; 4:56-71. [PMID: 28944158 PMCID: PMC5608103 DOI: 10.1007/s40471-017-0099-7] [Citation(s) in RCA: 76] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
PURPOSE OF REVIEW Preterm birth is a significant worldwide health problem of uncertain origins. The extant body of literature examining environmental contaminant exposures in relation to preterm birth is extensive but results remain ambiguous for most organic pollutants, metals and metalloids, and air pollutants. In the present review we examine recent epidemiologic studies investigating these associations, and identify recent advances and the state of the science. Additionally, we highlight biological mechanisms of action in the pathway between chemical exposures and preterm birth, including inflammation, oxidative stress, and endocrine disruption, that deserve more attention in this context. RECENT FINDINGS Important advances have been made in the study of the environment and preterm birth, particularly in regard to exposure assessment methods, exploration of effect modification by co-morbidities and exposures, and in identification of windows of vulnerability during gestation. There is strong evidence for an association between maternal exposure to some persistent pesticides, lead, and fine particulate matter, but data on other contaminants is sparse and only suggestive trends can be noted with the current data. SUMMARY Beyond replicating current findings, further work must be done to improve understanding of mechanisms underlying the associations observed between environmental chemical exposures and preterm birth. By examining windows of vulnerability, disaggregating preterm birth by phenotypes, and measuring biomarkers of mechanistic pathways in these epidemiologic studies we can improve our ability to detect associations with exposure, provide additional evidence for causality in an observational setting, and identify opportunities for intervention.
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Affiliation(s)
- Kelly K. Ferguson
- Epidemiology Branch, National Institute of Environmental Health Sciences, Research Triangle Park, North Carolina
| | - Helen B. Chin
- Epidemiology Branch, National Institute of Environmental Health Sciences, Research Triangle Park, North Carolina
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