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Maternal exposure to benzene and toluene and preterm birth. A longitudinal study

ABSTRACT

BACKGROUND:

Exposure to air pollutants has several effects on human health, including during pregnancy.

OBJECTIVE:

To identify whether exposure to benzene and toluene among pregnant women contributes to preterm delivery.

DESIGN AND SETTING:

Longitudinal study using data on newborns from mothers living in São José dos Campos (SP) in 2016, who had been exposed to benzene and toluene.

METHODS:

A logistic regression model with three hierarchical levels was constructed using maternal variables relating to newborns, and using benzene and toluene concentrations in quartiles. Occurrences of cesarean births, twins or malformations were excluded. Maternal exposure windows of 5, 10, 15, 30, 60 and 90 days prior to delivery were considered.

RESULTS:

Out of the 9,562 live births, 3,671 newborns were included and 343 newborns were born at less than 37 weeks of gestation (9.3%). The average birth weight was 3,167.2 g. Exposure to benzene and toluene was significantly associated (P = 0.04) with preterm delivery in the five-day window. There was no association in any of the other exposure windows.

CONCLUSIONS:

It was possible to identify that maternal exposure to benzene and toluene has an acute effect on preterm delivery.

KEY WORDS (MeSH terms):
Benzene; Toluene; Air pollutants; Child health; Prenatal care; Public policy

AUTHOR KEY WORDS:
Preterm; Premature delivery; Neonatal mortality

INTRODUCTION

Preterm birth is defined as birth before 37 full weeks of gestation and is associated with higher neonatal morbidity and mortality,11. Machado LC, Passini Jr R, Rosa IRM. Late prematurity: A systematic review. J Pediat. 2014; 90(3):221-31. PMID: 24508009; doi: 10.1016/j.jped.2013.08.012.
https://doi.org/10.1016/j.jped.2013.08.0...
along with diseases resulting from prematurity. The effects from preterm birth may extend into adulthood.22. Harrison MS, Goldenberg RL. Global burden of prematurity. Semin Fetal Neonatal Med. 2016;21(2):74-9. PMID: 26740166; doi: 10.1016/j.siny.2015.12.007.
https://doi.org/10.1016/j.siny.2015.12.0...

In a multicenter study conducted in Brazil, the prematurity rate was estimated to be 11.7%. However, the rate reported through the national information system for live births (SINASC) was 7.1%.33. Silveira MF, Matijasevich A, Horta BL, et al. Prevalência de nascimentos pré-termo por peso ao nascer: revisão sistemática [Prevalence of preterm birth according to birth weight group: a systematic review]. Rev Saude Publica. 2013;47(5):992-1003. PMID: 24626505; doi: 10.1590/S0034-8910.2013047004997.
https://doi.org/10.1590/S0034-8910.20130...

Many factors have been associated with preterm delivery, including pregnancies at ages of below 19 and above 34 years, low maternal schooling level, low number of prenatal visits, twin pregnancy, shortened cervix, premature rupture of the amniotic membrane, inflammation and recent exposure to environmental pollutants.44. Mousiolis A, Baroutis G, Sindos M, Costalos C, Antsaklis A. Maternal age as a predictive factor of pre-term birth. An epidemiological study from 1999 to 2008 in Greece. J Obstet Gynaecol. 2013;33(1):28-31. PMID: 23259874; doi: 10.3109/01443615.2012.730078.
https://doi.org/10.3109/01443615.2012.73...
,55. Souza RT, Cecatti JG, Passini R, et al. The Burden of Provider-Initiated Preterm Birth and Associated Factors: Evidence from the Brazilian Multicenter Study on Preterm Birth (EMIP). PLoS One. 2016;11(2):e0148244. PMID: 26849228; doi: 10.1371/journal.pone.0148244.
https://doi.org/10.1371/journal.pone.014...

Carbon monoxide (CO), ozone (O3), nitrogen dioxide (NO2) and sulfur dioxide (SO2) are the gaseous pollutants that have been most studied.66. World Health Organization. Air Quality Guidelines: Global Update 2005. Geneva: WHO; 2006. Particulate matter with an aerodynamic diameter of less than 10 µm (PM10) has also been investigated. This is composed of a mixture of solid and liquid particles that adsorb polycyclic aromatic hydrocarbons and ions such as sulphates, nitrates and metals.77. Rappazzo KM, Daniels JL, Messer LC, Poole C, Lobdell DT. Exposure to Fine Particulate Matter during Pregnancy and Risk of Preterm Birth among Women in New Jersey, Ohio, and Pennsylvania, 2000-2005. Environ Health Perspect. 2014;122(9):992-7. PMID: 24879653; doi: 10.1289/ehp.1307456.
https://doi.org/10.1289/ehp.1307456...

Besides these, reports have also shown that associations with benzene and toluene exist. These substances are emitted mainly by the petrochemical industry, but also come from the vehicular fleet. It has not been defined whether their effects occur in an acute or chronic manner, or what the mechanism of action for these effects might be. However, it is known that the action of air pollutants is associated with the pro-oxidant effects of lipids and proteins, along with formation of free radicals, which generate oxidative stress and inflammation.88. Estarlich M, Ballester F, Davdand P, et al. Exposure to ambient air pollution during pregnancy and preterm birth: A Spanish multicenter birth cohort study. Environ Res. 2016;147:50-8. PMID: 26851724; doi: 10.1016/j.envres.2016.01.037.
https://doi.org/10.1016/j.envres.2016.01...
,99. Llop S, Ballester F, Estarlich M, Esplugues A, Rebagliato M, Iñiguez C. Preterm birth and exposure to air pollutants during pregnancy. Environ Res. 2010;110(8):778-85. PMID: 20932516; doi: 10.1016/j.envres.2010.09.009.
https://doi.org/10.1016/j.envres.2010.09...
,1010. Poirier A, Dodds L, Dummer T, Rainham D, Maguire B, Johnson M. Maternal Exposure to Air Pollution and Adverse Birth Outcomes in Halifax, Nova Scotia. J Occup Environ Med. 2015;57(12):1291-8. PMID: 26641824; doi: 10.1097/JOM.0000000000000604.
https://doi.org/10.1097/JOM.000000000000...
,1111. Kampa M, Castanas E. Human health effects of air pollution. Environ Pollut. 2008;151(2):362-7. PMID: 17646040; doi: 10.1016/j.envpol.2007.06.012.
https://doi.org/10.1016/j.envpol.2007.06...

OBJECTIVE

The objectives of this study were to identify the possible effects of maternal exposure to benzene and toluene at the onset of preterm delivery and to evaluate whether these are acute or chronic.

METHODS

This was a longitudinal study that used data on live births from pregnant women living in São José dos Campos (SP), Brazil, in 2016. This municipality has a population of approximately 700,000 inhabitants. It is a regional center with several industries, including automobile, aerospace and petrochemical industries, among which the Petrobras oil refinery stands out. Via Dutra, the busiest highway in Brazil, connecting the metropolitan areas of São Paulo and Rio de Janeiro, crosses this municipality.

Data were obtained from birth certificates, i.e. declarations of live birth (Declaração de Nascido Vivo, DNV) that are recorded in the live birth information system (Sistema de Informação sobre Nascidos Vivos, SINASC).1212. Brasil. Ministério da Saúde Departamento de Informática do Sistema Único de Saúde (DATASUS). Brasil: Ministério da Saúde; 2016. Available from: Available from: http://tabnet.datasus.gov.br . Accessed in 2018 (Sep 2).
http://tabnet.datasus.gov.br...
Newborns weighing less than 500 grams, twin and trigeminal births and fetuses with congenital malformations were all excluded from this study because these occurrences are possibly associated with preterm birth. Cesarean deliveries were also excluded because of the possibility of iatrogenic prematurity.

Data on the pollutants benzene and toluene were obtained from the database of the Environmental Company of the State of São Paulo (Companhia Ambiental do Estado de São Paulo, CETESB), which is in the public domain.1313. São Paulo. Companhia Ambiental de São Paulo (Cetesb). 2013. Available from: Available from: http://qualar.cetesb.sp.gov.br . Accessed in 2018 (Sep 2).
http://qualar.cetesb.sp.gov.br...

Statistical analysis was performed using a hierarchical logistic regression model. The pollutants were divided into quartiles and considered in relation to the first quartile (reference category).

The dependent variable was the presence of preterm birth. The independent variables were classified into three levels: distal, intermediate and proximal. The classification of the variables as such is described below.

The distal level included maternal age, marital status and schooling level. Maternal age was categorized as favorable when it was within the range from 20 to 34 years; or as unfavorable when it was 19 years or younger or 35 years or older, i.e. with greater risk of preterm birth. Marital status was categorized as single, separated or widowed (unfavorable); or as married or in a stable union (favorable). Schooling level was classified as elementary and high school only (unfavorable); or as tertiary-level, i.e. university or technical college (favorable).

The intermediate level included the number of prenatal visits, which was categorized as unfavorable when this number was between zero and six or as favorable when it was seven or more; and the time at which prenatal care began, which was categorized as favorable when this was no later than the third month or as unfavorable when this was from the fourth month onwards.

The proximal level included the sum of concentrations of the pollutants recorded in the 5, 10, 15, 30, 60 and 90-day windows prior to childbirth.

The pollutants benzene and toluene were analyzed in terms of daily averages, in µg/m3. For analysis purposes, the sums of the concentrations in the 5, 10, 15, 30, 60 and 90-day windows before childbirth were considered. The aim of this procedure was to assess whether the cumulative effects of these pollutants on the onset of preterm delivery occurred in an acute or a chronic manner. Bivariate analysis was performed on the variables within the three levels, separately. At the distal level, variables with a P-value ≤ 0.20 were included in the multivariate analysis and variables that presented P-value < 0.05 at this level were maintained at the next phase of the analysis.

The same procedure was performed for intermediate-level variables, and then those with P-value < 0.05 were adjusted according to the variables of the previous level. At that moment, the hierarchical model contained two levels of variables: distal and intermediate. Lastly, for each of the pollutant exposure windows with P-value ≤ 0.20, the variables at this level were maintained for each window with P-value < 0.05, thus completing the three levels of this analysis.

For the exposure windows that continued to present P-values < 0.05 in the final model and thus were retained in the model, we also performed a χ2 trend test to identify any possible dose-response effect.

For the statistical analysis, we used the Epi Info software, version 7.2. The significance level used in the analyses was alpha = 5%.

Because this study used data that are available online with public access, and it was impossible to identify the subjects analyzed, the study was not submitted to a research ethics committee.

RESULTS

Out of the total number of 9,562 live births in 2016 in São José dos Campos, Brazil, 3,671 (38.0%) that met the inclusion criteria were analyzed. There were 1,826 male newborns (50.9%) and 1,845 female newborns (49.1%). Their mean birth weight was 3,167.2 g (standard deviation, SD = 495.0 g). Among the live births that met the inclusion criteria, 343 (9.3%) were found to have taken place at a gestational age of less than 37 weeks.

The mean daily levels and respective standard deviations (SD) for the pollutants were as follows: benzene 6.56 µg/m3 (SD = 4.83); and toluene 21.38 µg/m3 (SD = 16.66).

The results from the bivariate analysis on the distal and intermediate levels showed that only the number of prenatal care consultations was significant (P-value < 0.01). These results are shown in Table 1.

Table 1.
Descriptive analysis on distal and intermediate variables#. São José dos Campos (SP), 2016

In the final analysis, both of the pollutants were considered at the proximal level, adjusted for the number of prenatal care consultations. The odds ratios (ORs) and their respective 95% ­confidence interval (95% CI) for the accumulated 5, 10 and 15 days relating to benzene and toluene exposure, with emphasis on the accumulated five-day concentration regarding benzene (OR = 1.12; 95% CI: 1.01-1.23) and toluene (OR = 1.12; 95% CI: 1.01-1.23) are shown in Table 2.

Table 2.
Odds ratio (OR) with 95% confidence interval (95% CI) and significance level (P-value) for maternal exposure to benzene and toluene in relation to preterm delivery, for benzene and toluene exposure windows of 5, 10 and 15 days prior to delivery. São José dos Campos (SP), 2016*

Table 3 presents accumulation data for 30, 60 and 90 days, for benzene and toluene. No significant values were found for this range of exposure.

The χ2 trend for the accumulated five-day periods is shown in Table 4. It shows that both benzene and toluene had significant cumulative effects.

Table 3.
Odds ratio (OR) with 95% confidence interval (95% CI) and significance level (P-value) for maternal exposure to benzene and toluene in relation to preterm labor and delivery, for benzene and toluene exposure windows of 30, 60 and 90 days prior to delivery. São José dos Campos (SP), 2016*
Table 4.
χ² trend for accumulation of 5 days of benzene and toluene exposure, in quartiles of level of concentration (Q1, Q2, Q3 and Q4). São José dos Campos (SP), 2016*

DISCUSSION

This study identified an association between preterm birth and maternal exposure to benzene and toluene five days before delivery, after adjusting for the number of consultations attended by the pregnant woman during prenatal care. Thus, a possible acute effect was found.

It is known that exposure to air pollutants is associated with several respiratory and cardiovascular diseases, as well as with preterm birth.88. Estarlich M, Ballester F, Davdand P, et al. Exposure to ambient air pollution during pregnancy and preterm birth: A Spanish multicenter birth cohort study. Environ Res. 2016;147:50-8. PMID: 26851724; doi: 10.1016/j.envres.2016.01.037.
https://doi.org/10.1016/j.envres.2016.01...
Few studies in the literature have correlated exposure to benzene and toluene with premature delivery. In Brazil, to the best of our knowledge, this is the first study on this association.

The analysis on distal and intermediate factors (Table 1) showed that there was only an association with the number of visits made during prenatal care (P < 0.01). Pregnant women who made not more than six visits were more likely to have a premature delivery. This confirms the observations from a Brazilian multicenter study, which found similar results (OR = 2.13; 95% CI: 1.57-2.88).55. Souza RT, Cecatti JG, Passini R, et al. The Burden of Provider-Initiated Preterm Birth and Associated Factors: Evidence from the Brazilian Multicenter Study on Preterm Birth (EMIP). PLoS One. 2016;11(2):e0148244. PMID: 26849228; doi: 10.1371/journal.pone.0148244.
https://doi.org/10.1371/journal.pone.014...

However, the factor of maternal age was not found to be associated with preterm birth, contrary to the findings from a Chinese study. In that study, two age groups were formed and the group older than 30 years presented higher risk of prematurity.1414. Zhao N, Qiu J, Zhang Y, et al. Ambient air pollutant PM10 and risk of preterm birth in Lanzhou, China. Environ Intern. 2015;76:71-7. PMID: 25553395; doi: 10.1016/j.envint.2014.12.009.
https://doi.org/10.1016/j.envint.2014.12...

There was also no association with maternal marital status, since women living without partners were not found to be at higher risk of preterm birth. This was discordant with the findings from an American study, which showed that those living without a partner presented significantly higher risk (relative risk, RR 10.67%; 95% CI: 10.23-11.12), in relation to those with a partner (RR = 7.21%; 95% CI: 6.92-7.50).1515. Zhu J, Lee RW, Twum C, Wei Y. Exposure to ambient PM2.5 during pregnancy and preterm birth in metropolitan areas of the state of Georgia. Environ Sci Pollut Res Int. 2019;26(3):2492-2500. PMID: 30471062; doi: 10.1007/s11356-018-3746-8.
https://doi.org/10.1007/s11356-018-3746-...

Regarding schooling level as a risk factor for low birth weight, our findings were concordant with those from a Brazilian study carried out in the city of Rio de Janeiro, where no association between low schooling level and low birth weight (OR = 0.93) was found.1616. Junger WL, Leon AP. Poluição do ar e baixo peso ao nascer no município do Rio de Janeiro, Brasil, 2002 [Air pollution and low birth weight in the city of Rio de Janeiro, Brazil, 2002]. Cad Saúde Pública. 2007;23 suppl 4:588-98. PMID: 18038040; doi: 10.1590/S0102-311X2007001600019.
https://doi.org/10.1590/S0102-311X200700...
However, the results from the present study were contrary to the findings from a study conducted in Spain (OR = 2.05)1717. DeFranco EA, Hall ES, Muglia LJ. Racial disparity in previable birth. Am J Obstet Gynecol. 2016;214(3):394-7. PMID: 26721776; doi: 10.1016/j.ajog.2015.12.034.
https://doi.org/10.1016/j.ajog.2015.12.0...
and to those from a Brazilian study conducted in the city of São José do Rio Preto (P < 0.01), which found strong associations between maternal schooling level and low birth weight.1818. Nascimento LFC, Blanco AM, Santos DAA. Are there differences in birth weight according to sex and associations with maternal exposure to air pollutants? A cohort study. Sao Paulo Med J. 2017;135(4):347-54. PMID: 28767987; doi: 10.1590/1516-3180.2016.0262100317.
https://doi.org/10.1590/1516-3180.2016.0...

Other comparisons with the Brazilian literature are very difficult, given the scarcity of studies on the effect of maternal exposure to air pollutants and occurrence of premature delivery. In a single study conducted by Lima et al.,1919. Lima TAC, Nascimento LFC, Medeiros APP, Santos VP. Association between maternal exposure to particulate matter and premature birth. Rev Ambient Água. 2014;9(1):27-36. doi: 10.4136/ambi-agua.1262.
https://doi.org/10.4136/ambi-agua.1262...
a significant association between premature delivery and exposure to PM10 was found on the day of delivery (lag 0), the day before delivery (lag 1) and three days prior to delivery. However, a different approach was used in their study.

Analysis on acute exposure (Table 2) showed that there were associations with premature delivery for the sum of five days prior to delivery, regarding maternal exposure to benzene (OR = 1.12; 95% CI: 1.01-1.23) and to toluene (OR = 1.12; 95% CI: 1.01-1.23). The results relating to benzene were partly concordant with findings from another study conducted in Spain, which found associations between maternal exposure to benzene and occurrence of premature delivery, from analysis on the whole gestational period, when the levels exceeded 2.7 µg/m3 (OR = 1.38; 95% CI: 1.03-1.84).88. Estarlich M, Ballester F, Davdand P, et al. Exposure to ambient air pollution during pregnancy and preterm birth: A Spanish multicenter birth cohort study. Environ Res. 2016;147:50-8. PMID: 26851724; doi: 10.1016/j.envres.2016.01.037.
https://doi.org/10.1016/j.envres.2016.01...
In the present study, the acute effect of exposure was identified, but no data on the acute effect of these pollutants are available in the literature.

In a study conducted in Canada, Poirier et al. showed that there was an association between exposure of pregnant women to toluene in the second quartile of toluene concentrations (OR = 1.35; 95% CI: 1.12-1.63) and preterm delivery. In this Canadian study, exposure was considered throughout the gestational period and the findings are partially concordant with our results, in which we found an association with maternal exposure for five days.1010. Poirier A, Dodds L, Dummer T, Rainham D, Maguire B, Johnson M. Maternal Exposure to Air Pollution and Adverse Birth Outcomes in Halifax, Nova Scotia. J Occup Environ Med. 2015;57(12):1291-8. PMID: 26641824; doi: 10.1097/JOM.0000000000000604.
https://doi.org/10.1097/JOM.000000000000...

On the other hand, there was no significant association between maternal exposure to benzene and toluene over other exposure windows such as 30, 60 and 90 days.

The χ2 trend analysis on the five-day windows, with adjustment for the number of consultations, showed that the higher the concentrations of benzene and toluene were, the greater the chance of birth of a preterm fetus was. This highlights the possible cumulative effect of exposure.

One possible mechanism for the onset of preterm birth caused by exposure to air pollutants is thought to relate to release of cytokines and reactive oxygen species, thereby causing oxidative stress.2020. Bai Y, Sun Q. Fine Particulate Matter Air Pollution and Atherosclerosis: Mechanistic Insights. Biochim Biophys Acta. 2016;1860(12):2-7. PMID: 27156486; doi: 10.1016/j.bbagen.2016.04.030.
https://doi.org/10.1016/j.bbagen.2016.04...
In the case of benzene and toluene, there are no studies that explain the mechanism of action of these two pollutants in triggering preterm birth. Moreover, there are no World Health Organization (WHO) guidelines for acceptable values for benzene or toluene, unlike in relation to other air pollutants.66. World Health Organization. Air Quality Guidelines: Global Update 2005. Geneva: WHO; 2006.

This study had certain limitations. The mothers’ socioeconomic conditions, home address, living conditions, preexisting diseases and smoking status were not available through SINASC. The concentrations of the air pollutants were considered homogeneous throughout the city, which might not reflect the reality. Moreover, the pregnant women had been free to circulate during their pregnancies. Another possible limitation of the present study may have been its non-inclusion of other air pollutants. However, a previous analysis had not shown any correlation between these air pollutants and the outcome.

CONCLUSIONS

Despite the limitations of the present study, it was possible to identify the deleterious effect of maternal exposure to benzene and toluene on the preterm delivery in a medium-sized city in Brazil, and to ascertain that this was an acute effect. The results presented here may be useful for public policy implementation, with the aim of reducing these concentrations.

REFERENCES

  • 1
    Machado LC, Passini Jr R, Rosa IRM. Late prematurity: A systematic review. J Pediat. 2014; 90(3):221-31. PMID: 24508009; doi: 10.1016/j.jped.2013.08.012.
    » https://doi.org/10.1016/j.jped.2013.08.012
  • 2
    Harrison MS, Goldenberg RL. Global burden of prematurity. Semin Fetal Neonatal Med. 2016;21(2):74-9. PMID: 26740166; doi: 10.1016/j.siny.2015.12.007.
    » https://doi.org/10.1016/j.siny.2015.12.007
  • 3
    Silveira MF, Matijasevich A, Horta BL, et al. Prevalência de nascimentos pré-termo por peso ao nascer: revisão sistemática [Prevalence of preterm birth according to birth weight group: a systematic review]. Rev Saude Publica. 2013;47(5):992-1003. PMID: 24626505; doi: 10.1590/S0034-8910.2013047004997.
    » https://doi.org/10.1590/S0034-8910.2013047004997
  • 4
    Mousiolis A, Baroutis G, Sindos M, Costalos C, Antsaklis A. Maternal age as a predictive factor of pre-term birth. An epidemiological study from 1999 to 2008 in Greece. J Obstet Gynaecol. 2013;33(1):28-31. PMID: 23259874; doi: 10.3109/01443615.2012.730078.
    » https://doi.org/10.3109/01443615.2012.730078
  • 5
    Souza RT, Cecatti JG, Passini R, et al. The Burden of Provider-Initiated Preterm Birth and Associated Factors: Evidence from the Brazilian Multicenter Study on Preterm Birth (EMIP). PLoS One. 2016;11(2):e0148244. PMID: 26849228; doi: 10.1371/journal.pone.0148244.
    » https://doi.org/10.1371/journal.pone.0148244
  • 6
    World Health Organization. Air Quality Guidelines: Global Update 2005. Geneva: WHO; 2006.
  • 7
    Rappazzo KM, Daniels JL, Messer LC, Poole C, Lobdell DT. Exposure to Fine Particulate Matter during Pregnancy and Risk of Preterm Birth among Women in New Jersey, Ohio, and Pennsylvania, 2000-2005. Environ Health Perspect. 2014;122(9):992-7. PMID: 24879653; doi: 10.1289/ehp.1307456.
    » https://doi.org/10.1289/ehp.1307456
  • 8
    Estarlich M, Ballester F, Davdand P, et al. Exposure to ambient air pollution during pregnancy and preterm birth: A Spanish multicenter birth cohort study. Environ Res. 2016;147:50-8. PMID: 26851724; doi: 10.1016/j.envres.2016.01.037.
    » https://doi.org/10.1016/j.envres.2016.01.037
  • 9
    Llop S, Ballester F, Estarlich M, Esplugues A, Rebagliato M, Iñiguez C. Preterm birth and exposure to air pollutants during pregnancy. Environ Res. 2010;110(8):778-85. PMID: 20932516; doi: 10.1016/j.envres.2010.09.009.
    » https://doi.org/10.1016/j.envres.2010.09.009
  • 10
    Poirier A, Dodds L, Dummer T, Rainham D, Maguire B, Johnson M. Maternal Exposure to Air Pollution and Adverse Birth Outcomes in Halifax, Nova Scotia. J Occup Environ Med. 2015;57(12):1291-8. PMID: 26641824; doi: 10.1097/JOM.0000000000000604.
    » https://doi.org/10.1097/JOM.0000000000000604
  • 11
    Kampa M, Castanas E. Human health effects of air pollution. Environ Pollut. 2008;151(2):362-7. PMID: 17646040; doi: 10.1016/j.envpol.2007.06.012.
    » https://doi.org/10.1016/j.envpol.2007.06.012
  • 12
    Brasil. Ministério da Saúde Departamento de Informática do Sistema Único de Saúde (DATASUS). Brasil: Ministério da Saúde; 2016. Available from: Available from: http://tabnet.datasus.gov.br Accessed in 2018 (Sep 2).
    » http://tabnet.datasus.gov.br
  • 13
    São Paulo. Companhia Ambiental de São Paulo (Cetesb). 2013. Available from: Available from: http://qualar.cetesb.sp.gov.br Accessed in 2018 (Sep 2).
    » http://qualar.cetesb.sp.gov.br
  • 14
    Zhao N, Qiu J, Zhang Y, et al. Ambient air pollutant PM10 and risk of preterm birth in Lanzhou, China. Environ Intern. 2015;76:71-7. PMID: 25553395; doi: 10.1016/j.envint.2014.12.009.
    » https://doi.org/10.1016/j.envint.2014.12.009
  • 15
    Zhu J, Lee RW, Twum C, Wei Y. Exposure to ambient PM2.5 during pregnancy and preterm birth in metropolitan areas of the state of Georgia. Environ Sci Pollut Res Int. 2019;26(3):2492-2500. PMID: 30471062; doi: 10.1007/s11356-018-3746-8.
    » https://doi.org/10.1007/s11356-018-3746-8
  • 16
    Junger WL, Leon AP. Poluição do ar e baixo peso ao nascer no município do Rio de Janeiro, Brasil, 2002 [Air pollution and low birth weight in the city of Rio de Janeiro, Brazil, 2002]. Cad Saúde Pública. 2007;23 suppl 4:588-98. PMID: 18038040; doi: 10.1590/S0102-311X2007001600019.
    » https://doi.org/10.1590/S0102-311X2007001600019
  • 17
    DeFranco EA, Hall ES, Muglia LJ. Racial disparity in previable birth. Am J Obstet Gynecol. 2016;214(3):394-7. PMID: 26721776; doi: 10.1016/j.ajog.2015.12.034.
    » https://doi.org/10.1016/j.ajog.2015.12.034
  • 18
    Nascimento LFC, Blanco AM, Santos DAA. Are there differences in birth weight according to sex and associations with maternal exposure to air pollutants? A cohort study. Sao Paulo Med J. 2017;135(4):347-54. PMID: 28767987; doi: 10.1590/1516-3180.2016.0262100317.
    » https://doi.org/10.1590/1516-3180.2016.0262100317
  • 19
    Lima TAC, Nascimento LFC, Medeiros APP, Santos VP. Association between maternal exposure to particulate matter and premature birth. Rev Ambient Água. 2014;9(1):27-36. doi: 10.4136/ambi-agua.1262.
    » https://doi.org/10.4136/ambi-agua.1262
  • 20
    Bai Y, Sun Q. Fine Particulate Matter Air Pollution and Atherosclerosis: Mechanistic Insights. Biochim Biophys Acta. 2016;1860(12):2-7. PMID: 27156486; doi: 10.1016/j.bbagen.2016.04.030.
    » https://doi.org/10.1016/j.bbagen.2016.04.030
  • 1
    Department of Energy, Universidade Estadual de São Paulo (UNESP), Guaratinguetá, Brazil
  • Sources of funding: None

Data availability

Data citations

Brasil. Ministério da Saúde Departamento de Informática do Sistema Único de Saúde (DATASUS). Brasil: Ministério da Saúde; 2016. Available from: Available from: http://tabnet.datasus.gov.br Accessed in 2018 (Sep 2).

Publication Dates

  • Publication in this collection
    06 Mar 2020
  • Date of issue
    Nov-Dec 2019

History

  • Reviewed
    13 May 2019
  • Received
    04 Sept 2019
  • Accepted
    17 Sept 2019
Associação Paulista de Medicina - APM APM / Publicações Científicas, Av. Brigadeiro Luís Antonio, 278 - 7º and., 01318-901 São Paulo SP - Brazil, Tel.: +55 11 3188-4310 / 3188-4311, Fax: +55 11 3188-4255 - São Paulo - SP - Brazil
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