Literature DB >> 35774048

Urban Air Pollution Associated with the Incidence of Autoimmune Thyroid Diseases.

Belkisa Izic1, Maida Sljivic Husejnovic2, Selma Caluk3, Hanifa Fejzic1, Broza Saric Kundalic2, Amer Custovic4.   

Abstract

Background: Endocrine disrupting air pollutants such as sulphur dioxide (SO2), carbon monoxide (CO), nitrogen dioxide (NO2), fine particle matter (PM2.5), and ozone (O3) can affect thyroid gland function on the level of synthesis, metabolism, and the action of its hormones. Objective: The aim of this study was to establish whether increased air pollution could contribute to an increased incidence of autoimmune thyroid diseases (AITD).
Methods: A retrospective analysis was conducted of the medical records of 82000 patients at the University Clinical Centre in Tuzla, Bosnia and Herzegovina. The target group of this study comprised a total of 174 patients from the Lukavac area. Daily data on concentrations of air pollutants were collected from the air quality monitoring station located in Lukavac. The study covered the period from 2015 to 2020.
Results: The results of the monitoring confirmed the presence of air pollutants in concentrations above the permitted limits throughout the entire observed period. Concentrations of PM2.5, SO2, NO2, CO, and O3 were in the range of 1.90-431.40 μg/m3, 3.60-620.50 μg/m3, 3.40-66.20 μg/m3, 48.00-7002.00 μg/m3, and 0.70-89.40 μg/m3, with means of 64.08 μg/m3, 77.48 μg/m3, 22.57 μg/m3, 1657.15 μg/m3, and 31.49 μg/m3, respectively. During the six-year period, 174 cases of AITD were registered, of which 150 (86.21%) were women and 24 (13.79%) men. Hashimoto's thyroiditis was found in 33 patients (18.97%), whilst 141 patients (81.03%) were diagnosed with atrophic thyroiditis. The highest total incidence of autoimmune thyroiditis was recorded in 2017, when it reached 99.49, 95% CI.
Conclusion: The effects of chronic exposure to a mixture of air pollutants on the function of the thyroid gland are still not sufficiently well-known, but the numerical tendency towards a higher incidence of AITD in this study, albeit without statistical significance (p>0.05), still underlines the need for additional research.
© 2022 Belkisa Izic, Maida Sljivic Husejnovic, Selma Caluk, Hanifa Fejzic, Broza Saric Kundalic, Amer Custovic.

Entities:  

Keywords:  air pollutants; autoimmune thyroiditis; endocrine disruptors; incidence

Mesh:

Substances:

Year:  2022        PMID: 35774048      PMCID: PMC9233456          DOI: 10.5455/medarh.2022.76.115-121

Source DB:  PubMed          Journal:  Med Arch        ISSN: 0350-199X


BACKGROUND

Environmental pollutants disrupt the function of the thyroid gland through several mechanisms, including the synthesis, metabolism, secretion and action of thyroid hormones (1-4). Most of them reduce the level of circulating thyroid hormones or disrupt their action, although some may also affect the pituitary gland and thyroid stimulating hormone (TSH), and even partially be an agonist of thyroid hormone receptors. In addition, many environmental agents disrupt the absorption of iodine, which is essential for the biosynthesis of thyroid hormones. The usual model for the onset of autoimmune thyroid disease (AITD) includes basic genetic predisposition and triggers, which launch a cascade of events and maintain the process, culminating in hypo-function or hyper-function of the thyroid (5). There are a large number of factors relating to the subject and living environment which contribute to the development of AITD (6-9). The most important of these are stress, iodine intake, smoking, drugs, radiation, and air pollution. The air pollutants with the most public health significance include carbon monoxide (CO), sulphur dioxide (SO2), nitrogen dioxide (NO2), ozone (O3), and fine particle matter (PM2.5). The consequences for health of exposure to the complex mixture of these air pollutants primarily include the occurrence of irritation, disturbance of the sense of smell, respiratory, cardio-vascular or autoimmune disease, and carcinomas (10-15). On the other hand, the endocrine disruptive effect of air pollutants has still not been sufficiently researched (6-9). An understanding of the connection between air pollutants and risk of AITD has particularly important implications for public health and disease prevention. Existing studies have focused on evaluating the connection between air pollutants and thyroid dysfunction, however, with relatively limited number of samples (6-9). The quantitative assessment of the health effects of air pollution and its correlation with epidemiological data has become very important around the world, especially in developing countries. Bosnia and Herzegovina (B&H), primarily its industrial north-eastern region, is continually affected by air pollution, but also a large number of patients with AITD (16-18).

OBJECTIVE

Therefore, this study was designed to obtain information on the possible influence of exposure to mixtures of air pollutants with the number of new patients suffering from AITD in the period from 2015 to 2020.

MATERIALS AND METHODS

Field of research The town of Lukavac (44°33'1'' N, 18°31'54''E) is an inhabited industrial town in north-eastern B&H, with a total area of 337 km2. According to the census of 2013, the town of Lukavac had a population of 44,520 inhabitants. The area is characterised by frequent excessive air pollution, especially during the winter. In 2018 it was included on the list of the most polluted towns in Europe with PM2.5 for 2018 at an annual average of 55.6 μg/m3 (19). Air pollution with NO2, SO2, O3, CO, PM2.5, and PM10 particles is mostly the result of local industry (the thermal power plant, soda industry, cement, and coke industries) as well as households using coal for heating. Study population A retrospective analysis was conducted of the medical records of 82000 patients at the Thyroid Diseases Department of the Radiology and Nuclear Medicine Clinic, of the University Clinical Centre (UCC) in Tuzla, B&H. The inclusion/exclusion criteria in the study were the same as in our previous study (17). People included in the study were patients older than 14 years, of both gender, with all forms of clearly defined AITD, living in the area of Lukavac, and in whom the disorder was diagnosed in the period from January 2015 to December 2020. The target group of this study comprised a total of 174 patients. The Ethics Committee of the UCC approved the study. Diagnosis of AITD For making a diagnosis and classification of the disorder we used the electrochemiluminescence method (ELCIA) (Elecsys Cobas 411 (Rosche Diagnostics, Mannheim, Germany) which determined the serum level of thyroid and pituitary hormones, and antibodies. According to the protocol already described (17), and in line with the WHO guidelines, in order to confirm the diagnosis, palpitation and visual examination of the thyroid were also applied. Exposure to air pollutants In the Tuzla Canton (TC) since 2003 continuous air quality monitoring have been made of the basic parameters through five stationary and one mobile air quality monitoring stations. The data are up-dated every hour on the basis of the values obtained from the Air Quality Monitoring System installed for the region of TC. The Ministry of Spacial Planning and Environment Protection is responsible for keeping the data and maintaining the system, pursuant to the current legislation (20, 21). Daily data on concentrations of SO2, CO, NO2, PM2.5, and O3 in the ambient air are available on the TC government’s web site: http://www.vladatk.kim.ba/izvjestaji-o-kvalitetu-zraka (21). This study collected data from the stationary air quality monitoring station located in Lukavac in the period from 01.01.2015. to 31.12.2020. Statistical analysis In the analysis of the collected data we performed standard descriptive statistical methods and Pearson correlation analysis, using the SPSS 21 program (IBM SPSS, Chicago, Illinois, USA). Values of p<0.05 were considered to be statistically significant. The statistical analysis of the epidemiological data was described in a previously published study (18). The incidence rates were obtained by retrospective analysis of the data collected over the six-year observed period.

RESULTS

The results of the monitoring confirmed the presence of all five main air pollutants, and confirmed their excessive concentrations over the entire observed period (Table 1).
Table 1.

Descriptive statistical analysis of ambient air pollution in Lukavac

Air pollutantYearMeanSDMinMaxMPLV’s WHO limitMPLV’sB&H regulation
PM2.5 (μg/m3)2015118.11119.356.20430.502525
201669.4688.921.90381.40
201767.5795.194.00431.40
201862.3167.404.40272.10
201946.1647.73.30191.80
202047.8351.151.90225.20
SO2 (μg/m3)2015110.64122.193.90433.708050
201661.3051.2011.50252.60
2017101.05105.2111.80508.10
201868.5647.908.10195.50
201956.6442.703.60162.00
202077.89106.158.30620.50
NO2 (μg/m3)201523.3313.824.9047.802040
201618.2212.853.4066.20
201724.6012.8110.0060.60
201823.7814.783.6062.50
201923.4711.079.5053.80
202022.9110.659.8048.20
CO (μg/m3)20152057.331368.34294.004758.0025003000
20161448.181094.21322.005177.00
20171207.831539.2048.007002.00
20181014.991172.9399.005056.00
20192462.501713.16263.005070.00
20202550.92865.891809.005269.00
O3 (μg/m3)201514.6910.463.9040.50--
201623.8514.380.9054.50
201738.1722.056.8080.00
201826.9617.434.7061.20
201937.8125.141.5089.40
202042.3323.610.7088.20
Figure 1 shows the average and maximum values of the five indicators of ambient air quality in the area of Lukavac over the six-year period. The concentration of fine particle matter, less than 2.5 μm in diameter in the observed period, ranged from 1.90 to 431.40 μg/m3, with a mean value of 64.08 μg/m3. The lowest concentrations of PM2.5 were recorded in 2016 and 2020, and the highest concentration of PM2.5 was measured in 2017. According to the legislation of the Federation of B&H and the WHO guidelines, the maximum permitted limit value (MPLV) of PM2.5 is 25 μg/m3 (22). Figure 1a is a graph showing air pollution with PM2.5. The results of monitoring show that in all the years observed, the MPLV for PM2.5 was exceeded.
Figure 1.

Mean and maximum values of pollutant concentrations (μg/m3) over the years The red line marks the MPLVs of air pollutants according to the current legislation.

The air quality monitoring stations in our study confirmed that the MPLV for SO2 was also exceeded in all observed years (Figure 1b). The lowest concentration of SO2 was recorded in 2019, when it was 3.60 μg/m3. In the winter of the following year, the highest concentration of SO2 was recorded, almost 8 times higher than the six-year average. The maximum concentration of SO2 in 2020 was 620.50 μg/m3, while the average concentration over the observed period i was 77.48 μg/m3. Table 1 shows that the average annual concentration of SO2 in the ambient air in the area of Lukavac exceeded the MPLV prescribed by B&H legislation in each of the years observed. The concentration of NO2 in our research ranged from 3.40-66.20 μg/m3. The minimum and maximum concentrations of NO2 were recorded in 2016. The six-year average concentration of NO2 in Lukavac (22.57 μg/m3) was above the WHO limit of 20 μg/m3, but below the local MPLV of 40 μg/m3. The highest concentration of this pollutant measured exceeded the annual limit values in all observed years (Figure 1c). In Lukavac CO was present in concentrations which can seriously harm people’s health. The concentration of CO ranged from 48.00-7002.00 μg/m3. The highest concentration of CO was recorded in 2020, when it reached 2550.92 μg/m3 and was above the WHO limit (Figure 1d). During the remaining period observed, the value of the average annual concentration did not exceed the defined limits, although the maximum concentrations detected in all the years were 1.90-2.80 time higher than the WHO limits, and 1.59-2.33 more than the MPLV prescribed by B&H legislation. The highest concentrations of O3 were recorded in 2019 (89.40 μg/m3) and 2020 (88.20 μg/m3), whilst the average annual concentrations were in the following order: 2020>2017>2019>2018>2016>2015. A significant increase in concentrations in the air is noticeable from 2017 onwards. The annual MPLV’s for O3 in the air are not prescribed by the current Regulations, nor are the WHO limits clearly defined. However, the WHO has defined a maximum average eight-hour daily O3 concentration of 60-100 μg/m3 which was frequently exceeded, especially in 2019 and 2020. Table 2 shows the Pearson correlation coefficient between the pollutants. The concentration of PM2.5 is strongly correlated with SO2 (r=0.568, p=0.000), NO2 (r=0.723, p=0.000) and CO (r=0.674, p=0.000). The concentration of SO2 also strongly correlates with CO (r=0.536, p=0.000), whilst it correlates moderately with NO2 and O3 (0.25≤r≤0.5). A moderate and weak correlation was recorded between NO2 and O3, and CO and O3. The Pearson correlation coefficient revealed that PM2.5 and O3 are not correlated with each other (r=0.081, p=0.355).
Table 2.

Pearson’s correlation coefficient analysis of concentrations of air pollutants

SO2NO2COO3
rprprprp
PM2.50.5680.0000.7230.0000.6740.0000.0810.355
SO20.5360.0000.4760.0000.2040.020
NO20.5670.0000.3100.000
CO0.1970.030
From 2015-2020, 164 cases of AITD were registered in Lukavac, of which 150 (86.21 %) were women and 24 (13.79 %) men. The ratio of women to men was 25:4. Hashimoto’s thyroiditis was found in 33 patients (18.97 %), whilst 141 patients (81.03 %) were diagnosed with atrophic thyroiditis. The highest total incidence of autoimmune thyroiditis was recorded in 2017, when it reached 99.49, 95% CI. The incidence rate of new patients did not show linear growth, and by years it occurred in the following order: 2017>2018>2015>2019>2016>2020 (Table 3). The total incidence over the 6-year period was 67, 95% CI.
Table 3.

Incidence rate and number of new patients by year

YearNew patientsIncidence rate
HashimotoAtrophicTotal
20158283683.3
20163131637.02
201713304399.49
20185354092.55
20192242660.16
20202111330.08
The data analysis did not show any statistically significant correlation between the number of new patients with AITD and the average concentrations of the five air pollutants observed (Table 4). However, it was not established whether there was a rise in the incidence of AITD in the years in which the highest values of air pollutants were recorded.
Table 4.

Pearson’s correlation analysis of concentrations of air pollutants and the number of new patients

ThyroiditisPM2.5SO2NO2COO3
rprprprprp
Hashimoto’s0.300.560.610.200.470.34-0.300.54-0.300.63
Atrophic0.240.640.500.310.570.230.470.35-0.400.42
Total0.390.580.590.220.600.210.250.64-0.400.43

DISCUSSION

Although traditionally exposure to environmental air pollutants is related to respiratory and cardiovascular diseases, several studies have confirmed our hypothesis that breathing polluted air may lead to deterioration of AITD and thyroid function (14, 22-26). However, the patho-physiological mechanisms linking pollution of ambient air with the function of the thyroid are still unknown. It is supposed that the mechanism may be connected to a response to oxidative stress (21, 27, 28). On the other hand, there are many better described studies examining the negative effect of air pollution on the immunological response of respiratory mucosa where the mechanisms are clearer, and the results indicate a disturbance in oxidation-reduction homeostasis (29). Air pollutants stimulate proinflammatory immune responses in several classes of immune cells. Unhealthy air may improve the adaptive immune response of T helper lymphocytes (30). Although the manifestation of a strong immune response in the lungs is the first line of action of pollutants, the question still arises about the spread of the immune response, such as for example the possible inhibition of T suppressor cells, which are also one of the main links in genetic predisposition for AITD. In this situation, T helper cells have a great deal to do, both in the activation of B lymphocytes which create enhanced thyroid antibodies and so also interferon μ (31). On the basis of this presumption, we researched whether the polluted air in Lukavac affects the incidence of AITD. In our study, the disease was significantly more frequent in women than in men (25:4). It has been reported that women are more sensitive to polluted air and that they have a greater chance of dying from pollution than men (32). One of the explanations may be that women more often suffer from AITD (31). Another reason is that oestrogen and progesterone may contribute to the gender disparity (33), but further studies are needed to confirm this. The total incidence of AITD per 100,000 of the population of TC in the six-year observed period was: in women 123.74, 95% CI; in men 16.25, 95% CI, or a total of 71.25, 95% CI. The highest recorded incidence was in women in 2017 (183.93/105) (17). Our results showed that the highest total incidence in Lukavac was recorded in 2017, and was 99.49, 95% CI, in which women were predominant. Although it was expected that the incidence of AITD in Lukavac would be higher due to the industrial pollution in that town, the results did not confirm this in comparison with the TC region as a whole. As mentioned earlier, there were no previous studies giving a detailed analysis of the potential risks from air pollutants for the incidence of AITD. Our study analysed each of the 5 main air pollutants (PM2.5, NO2, SO2, CO, and O3) whose average concentrations were not statistically correlated with an increased risk of AITD amongst the population of the region in question (Table 4). However, the highest incidence of AITD was recorded in 2017 when the mean values of PM2.5, NO2, O3, and SO2 were amongst the highest in the observed period, much higher than the proposed WHO guidelines for air quality (34). Our results were partially complementary with the existing group of evidence focused on connections between air pollutants and thyroid function (14, 24, 35, 36). On the other hand, the lowest incidence of new thyroid patients was recorded in 2020, probably as a result of the smaller number of examinations at the height of the COVID-19 pandemic and not because of the state of air pollution. There is no clearly defined no-observed adverse effect level of exposure to PM2.5. However, there is an obvious dose-dependent response to exposure to high concentrations of PM2.5 and increased morbidity and mortality (12). Although the results of monitoring in our study show that the MPLV level was exceeded in all the years in question, there was no significant effect of the mean PM2.5 value on the incidence of AITD. However, the lowest values of PM2.5 concentrations recorded in 2016 and 2020 were accompanied by the lowest incidence of AITD, whilst the highest concentration of PM2.5 measured in 2017 was accompanied by the highest incidence of AITD. Earlier research reported the inverse correlation between exposure to PM2.5 and free thyroxine (FT4) levels in pregnant women (24). In a study from 2018, the results unambiguously show that there was no correlation between the level of thyroid-stimulating hormone (TSH) and exposure to PM2.5 (14). In a large sample from 5 cohort studies in Europe and the United States of America (USA), we learned that exposure to PM2.5 in the first trimester of pregnancy correlated with mild thyroid dysfunction, and that pregnant women with greater exposure to NO and PM were more likely to be positive for thyroid peroxidise antibodies (TPOAb) (37). The latest research from the USA in 2021 confirmed a correlation between increased concentrations of PM2.5 in polluted air and the incidence of thyroid carcinoma after 2 and 3 years of exposure (30). Although our study records continually excessive levels of SO2 above the WHO guidelines, it still does not show a correlation between the concentrations of this air pollutant with thyroid ailments. There was no linear growth in SO2 concentrations over the observed period, although the concentration in 2020 was 8 times higher than the six-year average. However, although there is a limited number of studies confirming the endocrine disrupting action of SO2 on the thyroid gland in animal studies, there is still insufficient evidence of the same effect on a human population (38, 39). In Korean research from 2020, the effect of other pollutants on serum values of thyroid hormones was noticed, but not of SO2 (40). Although genetic and environmental factors contribute to the aetiology of AITD, there is no reliable information about the toxic manifestations of NO2 in the thyroid gland in humans. The results of our study also did not confirm any significant effect of NO2 in relation to the occurrence of AITD. In the cohort study mentioned above, exposure to NOx and NO2 was not related to low or high levels of TSH during pregnancy, but pregnant women with higher exposure to NO and PM were more often positive for TPOAb. Consistent findings about the zero association of NOx with thyroid function suggest that the connection between air pollutants and thyroid function mainly relate to PM (37). The pollutants monitored in Greece, PM10 and NO2, did not have a significant effect on TSH, but the same results show a positive relationship of dose response between PM2.5 and TSH (41). Although the effects of CO poisoning can be seen in all organs, the heart and brain are most sensitive to tissue hypoxia caused by CO intoxication (42). However, the effects of CO poisoning also include changes in the function of endocrine organs. A national cohort study from Taiwan confirmed that exposure to CO increases the risk of developing hypothyroidism (36). Although our study does not show the effect of ambient air CO on the incidence of AITD, a study of adult Koreans shows a significant correlation between these parameters and high concentrations of TSH and low FT4. An analysis stratified by age showed the stronger effect of exposure to NO2 and CO in older people than in younger adults. Exposure to these air pollutants correlated with concentrations of TSH and FT4 in serum in people who were overweight or obese, but not in people with normal weight (40). Several studies indicate a correlation between exposure to O3 and endocrine organ diseases in humans, including the pancreas, thyroid and the adrenal gland (26-28). Our research did not show any correlation between exposure to O3 and the total incidence of AITD. Earlier studies on animals showed that the risk of lung toxicity caused by O3 was significantly higher in hyperthyroid conditions, and suggest that lung sensitivity to damage caused by exposure to O3 may be significantly affected by the individual’s thyroid hormone status (43). On the other hand, results from an American study suggest that prenatal exposure to PM is linked with a higher concentration of TT4 in neonates, whilst prenatal exposure to NO2, O3 and polluted air caused by traffic was not consistently connected with TT4 concentrations in neonates (35). Currently there is no scientific consensus on the toxic manifestations of polluted ambient air on the thyroid gland. A particular problem in interpreting the results of toxic mixtures of substances is their possible interaction in the environment, but also in vivo (44), whereby the final effect may be greater or less than expected (45). This may also be one of the reasons for the impossibility of drawing a final conclusion in relation to this issue. The strong correlation between the ambient air pollutants in our study shows that these pollutants have a similar origin. Previous studies confirm that traffic, industrial activity and households contribute most to air pollution (46, 47). Bearing in mind that the area of the TC is characterized as one of the most polluted areas in Europe, it was of great interest to assess the health risk and the correlation between the resident’s exposure to outdoor polluted air and the incidence of AITD. Limitations of the study A particular problem in studying the effect of the multi-component mixture of chemicals present in the air is the fact that the composition of ambient air has not been completely defined, and this study covered only five key air pollutants. A further problem is the impossibility of predicting their mutual interaction in the environment, but also in vivo. Moreover, the limitations of this study are also seen in the scarce data from the pre-industrial period when the level of air pollution in the area in question was significantly lower. The lack of epidemiological data on the number of patients with AITD in the period before 2015 also contributes to this. Therefore, this study may serve as a good starting point for further research in the field of epidemiology, environmental toxicology, health ecology, and human health risk assessment.

CONCLUSION

Ubiquitous environmental pollution, especially in developing countries, contributes to increased concern about its possible effect on the health of the population. The thyroid gland may be one of the targeted points of the toxic action of many environmental pollutants; however there are scarce data about the effects air pollutants may show on the level of this endocrine organ. Epidemiological research into AITD in an area with many years of high levels of air pollution, such as the area of Lukavac, demonstrates the responsibility of researchers to identify possible biological effects related to exposure to polluted air. The results of this study show that although there is no statistically significant effect of chronic exposure to the mixture of various pollutants in the polluted air on the function of the thyroid gland, the numerical tendency towards a higher incidence of AITD still underlines the need for further research on this topic.
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Journal:  Environ Sci Technol       Date:  2016-10-03       Impact factor: 9.028

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Journal:  Autoimmun Rev       Date:  2019-04-05       Impact factor: 9.754

Review 3.  Environmental pollutants and the thyroid.

Authors:  Elizabeth N Pearce; Lewis E Braverman
Journal:  Best Pract Res Clin Endocrinol Metab       Date:  2009-12       Impact factor: 4.690

Review 4.  Effects of environmental synthetic chemicals on thyroid function.

Authors:  F Brucker-Davis
Journal:  Thyroid       Date:  1998-09       Impact factor: 6.568

5.  Air pollution exposure in association with maternal thyroid function during early pregnancy.

Authors:  Yan Zhao; Zhijuan Cao; Huichu Li; Xiujuan Su; Yingying Yang; Chao Liu; Jing Hua
Journal:  J Hazard Mater       Date:  2018-12-21       Impact factor: 10.588

6.  Climate and air pollution exposure are associated with thyroid function parameters: a retrospective cross-sectional study.

Authors:  Y Zeng; H He; X Wang; M Zhang; Z An
Journal:  J Endocrinol Invest       Date:  2020-11-07       Impact factor: 4.256

7.  Association of Exposure to Ambient Air Pollution With Thyroid Function During Pregnancy.

Authors:  Akhgar Ghassabian; Livia Pierotti; Mikel Basterrechea; Leda Chatzi; Marisa Estarlich; Ana Fernández-Somoano; Abby F Fleisch; Diane R Gold; Jordi Julvez; Polyxeni Karakosta; Aitana Lertxundi; Maria-Jose Lopez-Espinosa; Tessa A Mulder; Tim I M Korevaar; Emily Oken; Robin P Peeters; Sheryl Rifas-Shiman; Euripides Stephanou; Adonina Tardón; Henning Tiemeier; Martine Vrijheid; Tanja G M Vrijkotte; Jordi Sunyer; Mònica Guxens
Journal:  JAMA Netw Open       Date:  2019-10-02

8.  The Epidemiological Characteristics of Autoimmune Thyroiditis in the Tuzla Canton in the Period from 2015 to 2020.

Authors:  Belkisa Izic; Amer Custovic; Selma Caluk; Hanifa Fejzic; Broza Saric Kundalic; Maida Sljivic Husejnovic
Journal:  Mater Sociomed       Date:  2021-12

9.  Association of Prenatal Exposure to Ambient and Traffic-Related Air Pollution With Newborn Thyroid Function: Findings From the Children's Health Study.

Authors:  Caitlin G Howe; Sandrah P Eckel; Rima Habre; Mariam S Girguis; Lu Gao; Frederick W Lurmann; Frank D Gilliland; Carrie V Breton
Journal:  JAMA Netw Open       Date:  2018-09-07

10.  Increased risk for hypothyroidism associated with carbon monoxide poisoning: a nationwide population-based cohort study.

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