Cell type specificity of female lung cancer associated with sulfur dioxide from air pollutants in Taiwan: An ecological study
BMC Public Health volume 12, Article number: 4 (2012)
Many studies have examined the association between air pollutants (including sulfur dioxide [SO2], carbon monoxide [CO], nitrogen dioxide [NO2], nitric oxide [NO], ozone [O3], and particulate matter < 10 μm [PM10]) and lung cancer. However, data from previous studies on pathological cell types were limited, especially for SO2 exposure. We aimed to explore the association between SO2 exposure from outdoor air pollutants and female lung cancer incidence by cell type specificity.
We conducted an ecological study and calculated annual average concentration of 6 air pollutants (SO2, CO, NO2, NO, O3, and PM10) using data from Taiwan Environmental Protection Administration air quality monitoring stations. The Poisson regression models were used to evaluate the association between SO2 and age-standardized incidence rate of female lung cancer by two major pathological types (adenocarcinoma [AC] and squamous cell carcinoma [SCC]). In order to understand whether there is a dose-response relationship between SO2 and two major pathological types, we analyzed 4 levels of exposure based on quartiles of concentration of SO2.
The Poisson regression results showed that with the first quartile of SO2 concentration as the baseline, the relative risks for AC/SCC type cancer among females were 1.20 (95% confidence interval [CI], 1.04-1.37)/1.39 (95% CI, 0.96-2.01) for the second, 1.22 (95% CI, 1.04-1.43)/1.58 (95% CI, 1.06-2.37) for the third, and 1.27 (95% CI, 1.06-1.52)/1.80 (95% CI, 1.15-2.84) for the fourth quartile of SO2 concentration. The tests for trend were statistically significant for both AC and SCC at P = 0.0272 and 0.0145, respectively.
The current study suggests that SO2 exposure as an air pollutant may increase female lung cancer incidence and the associations with female lung cancer is much stronger for SCC than for AC. The findings of this study warrant further investigation on the role of SO2 in the etiology of SCC.
Many studies have examined the association between air pollutants (including sulfur dioxide [SO2], carbon monoxide [CO], nitrogen dioxide [NO2], nitric oxide [NO], ozone [O3], and particulate matter < 10 μm [PM10]) and lung cancer [1–5]. However, data from previous studies on pathological cell types were limited. The smoking rate (about 3-4%) in women remained low and stable over the past 30 years , but the incidence of female lung cancer was high in Taiwan. It seems that risk factors other than smoking may play a more important role in the pathogenesis of female lung cancer. Our previous results showed that the air pollutants CO  and NO  had a positive significant association with incidence of lung adenocarcinoma (AC) in Taiwan.
SO2 is a common chemical exposure in the pulp and paper product industries, and the concentration often exceeded 2 ppm . SO2 is also a major air pollutant and is suspected of increasing the mortality of respiratory diseases in the general population [10–13], and may act as a promoter or a co-carcinogen . In a study of Bond et al. , a significant dose-response association was observed between lung cancer mortality and SO2 exposure in chemical workers who were exposed to SO2. The American Cancer Society Study  and the Adventist Health Study [17, 18] suggested a strong association between SO2 exposure as an air pollutant and increased lung cancer mortality. Higher SO2 exposure has been shown to increase lung cancer mortality for both sexes in Abbey's study , and an epidemiological study by Lee and colleagues  have also been observed. The significant results between SO2 exposure and lung cancer mortality was also observed in Asian populations [5, 20].
Most of studies have been done to study the association between lung cancer mortality and SO2 exposure, with few studies focusing on the association between lung cancer incidence and SO2 exposure. Ohyama et al.  reported an increased lung cancer incidence in rats exposed to SO2. In Beeson's cohort study , the relationship between long-term concentrations of ambient air pollutants and risk of incident lung cancer in nonsmoking California adults was evaluated. Results showed lung cancer incidence was positively associated with interquartile range increases for SO2 (relative risk [RR] = 1.21; 95% confidence interval [CI], 1.36-3.37) in women. A population-based case-control study was conducted in Stockholm, the result showed a slight association between SO2 and male lung cancer incidence . One cohort study also showed non-significant relationship between lung cancer incidence and SO2 in Norwegian men . In Vineis's study , a nested case-control study was performed in Europe, showing that a non-significant elevated risk was associated with 10 μg/m3 increases of SO2 exposure. A recent Dutch cohort study  also showed that there was no significant association between SO2 and lung cancer incidence. It seems that the association between SO2 exposure and lung cancer is still highly controversial. In this study, we focus on the association between SO2 and female lung cancer. We conducted an ecological study to explore the association between SO2 exposure of air pollutants and female lung cancer incidence by cell type specificity, which might provide new insights for future studies.
The air pollution data available for this study were openly obtained from 60 air quality monitoring stations in different municipalities, established by Taiwan Environmental Protection Administration (TEPA) in July, 1993. The 60 monitoring stations were fully automated and provided daily readings of concentrations of air pollutants from 1994 to 1998, including of SO2, CO, NO2, NO, O3, and PM10. We calculated annual average of 6 air pollutants (SO2, CO, NO2, NO, O3, and PM10) by the TEPA's air quality monitoring stations in these analyses.
The lung cancer incidence data, restricted to females aged older than 30 years in 60 municipalities, were obtained from National Cancer Registration Program (NCRP) operated by the Taiwanese government and collected for the cohort from January 1, 2001 to December 31, 2005. We excluded patients younger than age 30 because the characteristics of early-onset lung cancer are thought to be different from later-onset lung cancer. Smoking is the major confounding factor of lung cancer and there is stable and low smoking rate for female in Taiwan, and so male patients were excluded to minimize the confounding by smoking in this ecological study. The computerized database of the NCRP released by the Department of Health (DOH) of Taiwan for public research purposes and contained the information on date of birth, gender, date of diagnosis, township of residence, and clinical and pathological diagnoses of each patient. All researchers who wish to use the NCRP and its database are required to sign a written agreement declaring that they do not intend to attempt to obtain information that could potentially violate the privacy of patients. This study was evaluated and approved by the DOH for analysis (Application and Agreement Number: 0980300864). Both clinical and pathological diagnoses were coded using the ninth revision of the International Classification of Diseases for Oncology.
To evaluate the possible cell type specificity of the carcinogenic effect of SO2 from air pollutants on lungs, two major pathological types (AC and squamous cell carcinoma [SCC]) in Taiwan were considered. Age-standardized incidence rates (ASR) of AC/SCC type cancer were calculated for females. In order to understand whether there is a dose-response relationship between SO2 and AC/SCC type cancer, we analyzed 4 levels of exposure based on quartile of concentrations of SO2. We used Poisson regression models to evaluate the association between female lung cancer by AC/SCC type cancer and SO2. RR and 95% CI from the analyses were adjusted for age and the other air pollutants (including CO, NO2, NO, O3, and PM10). In all analyses, values of P < 0.05 were considered statistically significant.
Table 1 shows that incident cases and age-standard incidence rates of female total lung cancer, AC, and SCC based on the quartiles of concentration of each pollutant. There were 4733 cases of total lung cancer, 2975 cases of AC, and 456 cases of SCC for females were registered in Taiwan from 2001 to 2005. Higher SO2 concentrations were associated with higher ASR for SCC.
Table 2 shows the results of the Poisson regression analyses, which the dependent variables were the ASR of female total lung cancer, AC, and SCC, and SO2, CO, NO2, NO, O3, and PM10 were independent variables. Using SO2 concentration ≤ 3.74 ppb as the baseline, the RR for lung cancer among females at 3.74 < SO2 ≤ 5.52 ppb was 1.09 times (95% CI, 0.97-1.22) higher than the baseline level, 1.10 times (95% CI, 0.97-1.24) at 5.52 < SO2 ≤ 7.75 level, and 1.30 times (95% CI, 1.13-1.50) when SO2 > 7.75 ppb. When we further analyzed whether higher SO2 concentrations indeed correspond to higher risk of lung cancer, there was a significant dose-response relationship between SO2 concentrations and the risk of lung cancer (P = 0.0003).
We further stratified the lung cancer incidence data based on two major cell type specificity to investigate the association between SO2 from air pollutants and the risks of AC and SCC among females. With increasing SO2 concentrations, the RR of AC went up 1.20, 1.22, and 1.27 times of the baseline level, and that of SCC went up 1.39, 1.58, and 1.80 times of the baseline level (Table 2). The dose-response relationships of RR for AC and SCC existed for AC (P = 0.0272) and SCC (P = 0.0145). The other five air pollutants (CO, NO2, NO, O3, and PM10) showed significant RR only at level NO > 12.37 ppb (RR, 1.31; 95% CI, 1.03-1.66) for AC, and the five air pollutants are all non-significant for SCC.
Our results showed that two (SO2, NO) of six air pollutants (SO2, CO, O3, NO, NO2, and PM10) are significantly associated with female lung incidence for AC, but only SO2 among six air pollutants was significantly associated and achieved a dose-response relationship with female lung incidence for SCC. This is consistent with our previous paper which showed that the air pollutants NO  are positive significant association with incidence of AC in Taiwan. To the best of our knowledge, this ecological study was the first to focus on the relationship between cell type specificity of female lung cancer and SO2 from outdoor air pollution by using the cancer register data from 2001 to 2005 in Taiwan. The interesting and new finding is that the association of female lung cancer is much stronger for SCC than for AC in this study although the SCC only comprising 9.63% of female lung cancer while AC comprises 62.86% of female lung cancer in Taiwan.
In contrast with our results, Nyberg et al.  and Nafstad et al.  indicated non-significant associations between SO2 exposure and male lung incidence. Additionally, both Vineis's  and Beelen's study  also showed non-significant association between lung cancer incidence and SO2 exposure even though gender was adjusted. The discrepancy between our results and previous studies [3, 22–24] might be because the cell type specificity of lung cancer was not considered in the previous studies. In addition, gender might directly interact with SO2 exposure and lung cancer incidence rather than just play a role as a confounder. In agreement with Beeson's cohort study , there was a significant association between SO2 exposure and lung cancer incidence. Moreover, we further observed the association between SO2 exposure and SCC was stronger than the association between SO2 exposure and AC.
The association between exposure to the SO2 and the generation of human lung AC and SCC can be used for assessment of effect using "dose-response relationship" and "biological plausibility" criteria. For "dose-response relationship" criteria, with increasing SO2 concentrations, the RR of AC went up 1.20, 1.22, and 1.27 times of the baseline level, and that of SCC went up 1.39, 1.58, and 1.80 times of the baseline level. The dose-response relationships of RR for AC and SCC were shown for AC (P = 0.0272) and SCC (P = 0.0145) in this study. For "biological plausibility" criteria, bronchial epithelial cells are the progenitor cells for bronchogenic lung cancers , and often exposed to airborne environmental pollutants such as SO2. SO2 is readily absorbed through the respiratory tract (99%) and subsequently dissociates to form its derivatives (bisulfate and sulfite in neutral fluid) . The data in Qin's study  supported the hypothesis that SO2 derivatives could cause the inactivation of tumor suppressor genes and SO2 derivatives may play a role in the pathogenesis of SO2 associated lung cancer. SO2 in air pollution may play an important role in the reaction of epidermal growth factor receptor (EGFR). High dose of SO2 would increase the EGFR expression in human bronchial epithelial cells . EGFR mutation target the peripheral airway and give rise to lung AC [29, 30]. Therefore, high SO2 exposure in the environment might potentially increase AC incidence for lung cancer, and significantly test for trend (P = 0.0272) has been observed at Table 2 in the present study. Environmental SO2 may also increase the activity of tumor suppressor p53 (TP53) gene in human bronchial epithelial cells . TP53 has been shown to be related to the risk of SCC [31–33]. Although we did not tend to discuss TP53 in this study, this may explain why high SO2 exposure increased the risk of SCC and significantly test for trend (P = 0.0145) at Table 2 in the present study.
It is difficult to study the association between urban air pollution and lung cancer in prospective studies. A major challenge is the assessment of individual long term air pollution exposure in prospective cohort studies. Therefore, long term air pollution exposure on an aggregated (non-individual) level has been assessed to study the association between air pollution and lung cancer in most of studies [2, 16, 34–38].
However, three important issues in our ecological study should be mentioned. First, smoking is well-known potential confounders when lung cancer is studied. Unfortunately, there was a lack of information on smoking in the present study. Though it has been shown that smoking was unlikely correlated with air pollution levels , the likelihood of confounding varies from place to place. We analyzed the distribution of air pollutants in the 60 municipalities between 1994-1998 and found that geographical variations in SO2 (mean, 6.33 ppb; coefficient of variation [CV] %, 64.42) and NO concentrations (mean, 9.54 ppb; CV%, 65.43) were higher than the other air pollutants (data not shown). We also showed the correlations between the various pollutants and found the correlation coefficient is 0.46 (data not shown). This implied SO2 could be interpreted as an indicator of industrial air pollution (rather than air pollution like NO from traffic); and there may well be some relationship also between smoking habit and residence (or not) in a more industrialized municipality. To minimize the residual confounding of smoking, we only study female lung cancer incidence since women had a lower and stable smoking rate (2.9-5.3% in 1972-2008) when compared to male smoking rate in Taiwan . The lower female smoking rates may result in the smaller difference of lung cancer incidence between municipalities based on the floor effect. Therefore, the lower female smoking rates might not be the major contributor for female lung cancer in the present study, there might be another contributor like SO2 other than smoking to cause female lung cancer in Taiwan.
Second, the role of environmental tobacco smoke (ETS) playing in the causation of lung cancer has been evaluated since 1981 . Despite many epidemiological studies showing that a significantly increased nonsmoking female lung cancer risk is associated with ETS exposure [41–43], most of these studies have been conducted in Western countries (i.e., the United Status and Europe). An the Asia-Pacific Chinese region, a meta-analysis combining six studies in nonsmoking Chinese women showed no excess risk related to ETS, with an overall OR of 0.91 (95% CI = 0.75-1.10) . This was reinforced in two case-control studies in Hong Kong  and Taiwan . These two studies reported that exposure to ETS was not a significant risk factor for lung cancer among nonsmoking females. However, another study conducted in Southern Taiwan reported positive association between ETS and risk of female lung cancer . The inconsistent results could partially be explained by the cell type specificity of lung cancer. Some studies suggested that passive smoking was a risk factor for lung cancer, particularly of AC in Hong Kong Chinese women who never smoked . Another study in Russia found that the association between exposure to ETS of the spouse and risk of lung cancer in non-smoking women was non-significant for both SCC and AC . The lung cancer study in China for ever exposed to ETS from spouse was also non-significant . A prospective study in Japanese non-smoking women found that passive smoking was a risk factor for lung cancer, especially for AC among Japanese women . Although ETS may well be a risk factor for lung cancer, there is currently no strong or clear evidence indicating ETS is a risk factor for lung SCC in non-smoking women in Asia. We, therefore, assume that ETS is unlikely to have been an important confounder in the present study and not controlling for ETS is unlikely to have had an important effect on our results.
Third, Pope et al.  found an 8% increases in lung cancer mortality for each 10 μg/m3 increase in particulate matter < 2.5 μm (PM2.5) concentrations in the American Cancer Society Cancer Prevention Study II. An extend analysis of the Harvard Six Cities Study also found a positive association between PM2.5 and lung cancer mortality . It is worth noting that these two cohort studies [35, 50] only used annual average PM2.5 concentrations as the air pollution exposure index, not simultaneously considered the effects of other air pollutants (i.e., SO2, NO, NO2, O3, and PM10) on the observed association; and the measure of effect was mortality rather than incidence. However, the air pollution monitoring stations of Taiwan could only provide the data on PM10 rather than PM2.5 during the study period (1994-1998) since the TEPA did not measure PM2.5 concentrations until 2006. Although we could not discuss the association between PM2.5 and female lung cancer incidence in 1994-1998, there was a strong positive correlation (r = 0.91, P < 0.0001) between PM10 and PM2.5 among the 60 monitoring stations from 2006 data in Taiwan (Figure 1). This implies the similar geographic variation for both PM10 and PM2.5 across these monitoring stations in 2006. The air pollution levels during the study period (1994-1998) could be a reasonable indicator of historical trend over the past 20 to 30 years . We, therefore, assumed that there would be a similar SO2 effect on female lung cancer incidence after adjusting either PM2.5 or PM10. We incorporated PM10 into the Poisson regression model for analyses, and found no association between PM10 and two main cell type specificity of female lung cancer incidence. In addition to PM2.5, we noticed that the sulfur oxide-related pollution was also associated with lung cancer in the study of Pope et al. . Previous studies showed the association of lung cancer mortality was a non-significant for PM2.5 but significant for SO2 [51, 52]. Although the positive trend was observed between PM2.5 concentrations and lung cancer incidence in an ecologic study , the low R2 (< 0.10) implied that other etiologic agents rather than PM2.5 might affect lung cancer incidence. Therefore, it could not be ruled out that SO2 is a potential risk factor for lung cancer even though there might be an association between lung cancer incidence and PM2.5.
The current study suggests that SO2 exposure as an air pollutant may increase female lung cancer incidence and the association of female lung cancer is much stronger for SCC than for AC. The findings of this study warrant further investigation on the role of SO2 in the etiology of SCC.
Age-standardized incidence rates
coefficient of variation
Department of health
Environmental tobacco smoke
National Cancer Registration Program
- NO2 :
- O3 :
Squamous cell carcinoma
- SO2 :
Taiwan Environmental Protection Administration.
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The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2458/12/4/prepub
This research was partially supported by grants from the Taiwan National Science Council (NSC-98-2314-B-040-019) and Fu Jen Catholic University (FJCU-9991A01- 409831014011). The author would also like to thank the Taiwan Environmental Protection Administration and National Cancer Registry Program for their support in the conduct of this study.
The authors declare that they have no competing interests.
LYP participated in the design and conducted the study, interpreted the results and helped to draft and edit the manuscript. TCY and HCC participated in the design and conducting the study and also contributed to the writing of the revised manuscript. HYC participated in the design of the study and helped to revise the manuscript. SSY and HJY participated in the data analysis. LCH helped in conducting the study. LCC helped to revise the manuscript. All authors read and approved the final manuscript.
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Tseng, CY., Huang, YC., Su, SY. et al. Cell type specificity of female lung cancer associated with sulfur dioxide from air pollutants in Taiwan: An ecological study. BMC Public Health 12, 4 (2012). https://doi.org/10.1186/1471-2458-12-4
- Lung cancer
- Squamous cell carcinoma
- Sulfur dioxide
- Age-standardized incidence rate