TY - JOUR
T1 - Geographic information assessment of maternal ambient health hazards and adverse birth outcomes in Canada
AU - the DoMiNO Team
AU - Nielsen, Charlene C.
AU - Amrhein, Carl G.
AU - Serrano-Lomelin, Jesus A.
AU - Osornio-Vargas, Alvaro R.
N1 - Funding Information:
This study was supported by the Canadian Institute of Health Research and Natural Sciences and Engineering Research Council of Canada (CIHR/NSERC) Funding Reference Number (FRN) 127789 entitled “Spatial data mining exploring co-location of adverse birth outcomes and environmental variables.” Funders provided no role in the design of the study and collection, analysis, and interpretation of data and in writing the manuscript.
Funding Information:
This study was supported by the Canadian Institute of Health Research and Natural Sciences and Engineering Research Council of Canada (CIHR/NSERC) Funding Reference Number (FRN) 127789 entitled ?Spatial data mining exploring co-location of adverse birth outcomes and environmental variables.? Funders provided no role in the design of the study and collection, analysis, and interpretation of data and in writing the manuscript. Research was part of the Data Mining and Neonatal Outcomes (DoMiNO) interdisciplinary collaborative project entitled ?Spatial data mining exploring co-location of adverse birth outcomes and environmental variables.? DoMiNO team members included: Aelicks N, Aziz K, Bellinger C, Buka I, Chan E, Chandra S, Demers P, Erickson A, Jabbar S, Hystad P, Kumar M, Li J, Nielsen C, Phipps E, Serrano-Lomelin J, Shah P, Stieb D, Villeneuve P, Wine O, Yuan Y, Zaiane O, and Osornio-Vargas A. The authors wish to thank Wong I and Young R for advice on the Statistics Canada Vital Statistics database and support in the University of Alberta's Research Data Centre (RDC) computer lab. The authors sincerely acknowledge the anonymous reviewers for their valuable suggestions and recommendations to improve the manuscript.
Publisher Copyright:
© 2019 Elsevier B.V.
PY - 2019/12/15
Y1 - 2019/12/15
N2 - Small for gestational age (SGA: birth weight below 10th percentile), low birth weight at term (LBWT: birth weight below 2500 g at 37 or more weeks gestation), and preterm birth (PTB: born before 37 completed weeks gestation) are increasing in Canada, contribute to infant mortality and morbidity, and linked to the maternal exposome, including exposure to environmental hazards. We assessed province-level associations of birth events (n = 2,525,645; years 2006–2012) classified as SGA, LBWT, and PTB with prenatal exposures to industrial air pollutants (n = 228) and land activities (n = 8). We used GIS to spatially and temporally assign variables to the maternal residences at birth. We used logistic regression to identify which industrial chemical emissions or land activities had associations for thirteen provinces/territories. There were twenty-four chemicals, including ammonia, benzene, carbon monoxide, methyl ethyl ketone, and particulate matter – fifteen of which are known or suspected developmental toxicants that may affect SGA/LBWT/PTB. There were geographical differences in exposures and associations. The provinces that had statistically significant adverse birth outcome associations with: (i) only chemicals were in Ontario, Nunavut, and Yukon; (ii) predominantly chemicals were in Alberta, Newfoundland, and Québec; (iii) only land activities were in Manitoba, New Brunswick, Nova Scotia, Prince Edward Island, and Saskatchewan; and (iv) predominantly land activities were in British Columbia. Pollutants released to the air or potential hazards from land-based activities may be more important depending on where one lives.
AB - Small for gestational age (SGA: birth weight below 10th percentile), low birth weight at term (LBWT: birth weight below 2500 g at 37 or more weeks gestation), and preterm birth (PTB: born before 37 completed weeks gestation) are increasing in Canada, contribute to infant mortality and morbidity, and linked to the maternal exposome, including exposure to environmental hazards. We assessed province-level associations of birth events (n = 2,525,645; years 2006–2012) classified as SGA, LBWT, and PTB with prenatal exposures to industrial air pollutants (n = 228) and land activities (n = 8). We used GIS to spatially and temporally assign variables to the maternal residences at birth. We used logistic regression to identify which industrial chemical emissions or land activities had associations for thirteen provinces/territories. There were twenty-four chemicals, including ammonia, benzene, carbon monoxide, methyl ethyl ketone, and particulate matter – fifteen of which are known or suspected developmental toxicants that may affect SGA/LBWT/PTB. There were geographical differences in exposures and associations. The provinces that had statistically significant adverse birth outcome associations with: (i) only chemicals were in Ontario, Nunavut, and Yukon; (ii) predominantly chemicals were in Alberta, Newfoundland, and Québec; (iii) only land activities were in Manitoba, New Brunswick, Nova Scotia, Prince Edward Island, and Saskatchewan; and (iv) predominantly land activities were in British Columbia. Pollutants released to the air or potential hazards from land-based activities may be more important depending on where one lives.
KW - Exposome
KW - Industrial emissions
KW - Low birth weight at term
KW - Preterm birth
KW - Small for gestational age
UR - http://www.scopus.com/inward/record.url?scp=85071418173&partnerID=8YFLogxK
U2 - 10.1016/j.scitotenv.2019.134091
DO - 10.1016/j.scitotenv.2019.134091
M3 - Article
AN - SCOPUS:85071418173
SN - 0048-9697
VL - 696
JO - Science of the Total Environment
JF - Science of the Total Environment
M1 - 134091
ER -