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Gaseous air pollution and emergency hospital visits for hypertension in Beijing, China: a time-stratified case-crossover study
Environmental Health volume 9, Article number: 57 (2010)
A number of epidemiological studies have been conducted to research the adverse effects of air pollution on mortality and morbidity. Hypertension is the most important risk factor for cardiovascular mortality. However, few previous studies have examined the relationship between gaseous air pollution and morbidity for hypertension.
Daily data on emergency hospital visits (EHVs) for hypertension were collected from the Peking University Third Hospital. Daily data on gaseous air pollutants (sulfur dioxide (SO2) and nitrogen dioxide (NO2)) and particulate matter less than 10 μm in aerodynamic diameter (PM10) were collected from the Beijing Municipal Environmental Monitoring Center. A time-stratified case-crossover design was conducted to evaluate the relationship between urban gaseous air pollution and EHVs for hypertension. Temperature and relative humidity were controlled for.
In the single air pollutant models, a 10 μg/m3 increase in SO2 and NO2 were significantly associated with EHVs for hypertension. The odds ratios (ORs) were 1.037 (95% confidence interval (CI): 1.004-1.071) for SO2 at lag 0 day, and 1.101 (95% CI: 1.038-1.168) for NO2 at lag 3 day. After controlling for PM10, the ORs associated with SO2 and NO2 were 1.025 (95% CI: 0.987-1.065) and 1.114 (95% CI: 1.037-1.195), respectively.
Elevated urban gaseous air pollution was associated with increased EHVs for hypertension in Beijing, China.
Numerous recent studies have assessed the adverse effects of air pollution on population health, including mortality, hospital admissions, and emergency hospital visits (EHVs) for cardiovascular diseases, respiratory diseases, and other diseases [1–4]. Some studies found an elevated level of ambient air pollution increased the risks of mortality and morbidity [5, 6], while others found inconsistent results . Also, many studies focused on the relationship between ambient air pollution and subgroups of cardiovascular diseases such as coronary disease [2, 8], arrhythmia [5, 9], myocardial infarction , and heart failure [11, 12]. Our previous studies found a positive association between particulate air pollution and EHVs for hypertension and cardiovascular diseases [1, 13]. However, less evidence is available to illustrate the effect of gaseous air pollution on acute events for hypertension.
Hypertension is not only one of the most serious risk factors for deaths and disease worldwide , but is also a major contributor to chronic heart failure, and a major risk factor for stroke and coronary heart disease, and their progression . In the United States, the number of deaths caused by hypertension rose by 53% from 1991 to 2001 . Ninety-one percent of people with heart failure had preceding hypertension, and half of all patients suffering a heart attack (and two-thirds of those having a first time stroke) have a blood pressure greater than systolic blood pressure (SBP) 140 mmHg and diastolic blood pressure (DBP) 90 mmHg . Research conducted in Beijing, China shows that about 47% of investigated people had hypertension . It is important to identify triggers and/or risk factors for hypertension. Air pollution may induce hypertension, so it is necessary to examine the relationship between air pollution and hypertension.
A few studies have examined the relationship between gaseous air pollution and blood pressure. Ibald-Mulli et al.  carried out a study using a random population sample to assess the association between air pollution and blood pressure, and found that an increase of 80 μg/m3 in SO2 was linked with an increase in SBP of 0.74 mmHg (95% CI: 0.08-1.40). De Paula Santos et al.  found SO2 had positive and statistically significant effects on blood pressure. SO2 was associated with blood pressure in cold weather, as well as NO2 in warm weather . In addition, SO2 and NO2 also strengthened the association between particulate matter less than 2.5 μm in aerodynamic diameter and blood pressure .
In this study we used a time-stratified case-crossover design to examine the relationship between gaseous air pollution and EHVs for hypertension.
Materials and methods
Data on emergency hospital visits
Data on EHVs for hypertension were collected between Jan 1, 2007 and Dec 31, 2007 from the Peking University Third Hospital, located in the northwest of urban city of Beijing . EHVs were coded according to the International Classification of Disease, tenth revision (ICD-10) for hypertension (ICD-10: I10). The primary diagnoses were used in this study. The EHVs for hypertension were diagnosed by the visits' symptoms, inquiries, and medical inspections so that we expect the misclassification rate to be relatively small. About 95% of visits for hypertension are diagnosed only with hypertension, while 5% have accompanying heart failure, myocardial infarction or other diseases. The cases in this study lived in the residential areas around the hospital or in the urban area in Beijing.
Data on air pollution and weather condition
We accessed daily data on urban sulfur dioxide (SO2), nitrogen dioxide (NO2), and particulate matter less than 10 μm in aerodynamic diameter (PM10) from the Beijing Municipal Environmental Monitoring Center. Air pollutants were monitored at eight fixed monitoring sites which were distributed in the urban area of Beijing. The site map was shown in our previous study . Hourly pollutant data was recorded at each site, which we made into daily averages at each site and then for the whole city. If there were missing data from a monitoring station on a given day, then the values from the remaining monitors were used to calculate the average concentration.
Daily data on temperature and relative humidity for the study period were obtained from the China Meteorological Data Sharing Service System.
Spearman's correlation coefficients were used to evaluate the inter-relations between air pollutants and weather conditions. The time-stratified case-crossover design was used to analyse the association of gaseous air pollution and EHVs for hypertension. The case-crossover design compares the exposure in the case period when events occurred with exposures in nearby control periods to examine the differences in exposure which might explain the differences in the daily number of cases. In this study, the cases and controls were matched by day of the week to control for any weekly patterns in deaths or pollution. Controls were compared with cases using the time-stratified method with twenty-eight days strata. So the first stratum was Jan 01 to Jan 28, 2007, the second stratum was Jan 29 to Feb 25. For an EHV on Jan 31 the control days were Feb 7, 14 and 21. The case-crossover method controls for any long-term trends and seasonal patterns in hospital visits and air pollutants. Each case day had three matching control days. The model gives the odds ratio (OR) of an EHV due to an increase in air pollution. When using the case-crossover design, confounders related to individual characteristics such as age, sex, and education are inherently controlled for. Studies have demonstrated that the case-crossover gives unbiased estimates in the presence of strong seasonal confounding [22, 23].
There may be a delay between exposure to pollution and onset of hypertension. To examine the hazard period of air pollution for hypertension, we used the polynomial distributed lag model to evaluate the possibly delayed effect of air pollutants . The polynomial smoothing with four degrees of freedom for SO2 and NO2 was used in the models. The hazard period was defined the same day as the hospital visit to up to five days prior.
Daily data on temperature and relative humidity were included in all models as confounders , using the same polynomial spline as SO2 and NO2. Single pollutant and multiple pollutants models were used to control the influence of other air pollutants. ORs and confidence intervals (CIs) were calculated for each air pollutant. All statistical tests were two-sided. The "season" package of R (version 2.10.1) was used to fit the time-stratified case-crossover [26, 27].
There were 1,491 EHVs for hypertension in Peking University Third Hospital during the study period. The descriptive statistics for air pollutants and weather conditions are shown in Table 1. The average concentrations of SO2, NO2 and PM10 were 47.5 μg/m3, 66.6 μg/m3 and 149.3 μg/m3, respectively. The average levels of NO2 and PM10 air pollution were higher than the national secondary ambient air quality standard in China (40 μg/m3 and 100 μg/m3). The average concentration of SO2 was lower than the national secondary ambient air quality standard in China (60 μg/m3). The average temperature and relative humidity were 14.1°C and 54.2%, respectively.
Figure 1 shows the time series of gaseous air pollutants and EHVs for hypertension. The concentrations of both SO2 and NO2 were highest in winter. The number of EHVs for hypertension was highest in November.
Table 2 shows the correlations between air pollutants, temperature and humidity. PM10, SO2 and NO2 were significantly correlated with each other, e.g., between SO2 and NO2 (r = 0.65, P < 0.01), PM10 and SO2 (r = 0.46, P < 0.01), and PM10 and NO2 (r = 0.64, P < 0.01).
A 10 μg/m3 increase in SO2 was significantly associated with EHVs at lags of 0 and 2 days (Top-left of figure 2), while NO2 was significantly associated with EHVs at lags of 0, 2 and 3 days (Top-left of figure 3). According to the OR values and the 95% confidence intervals, we chose the current day and three days after exposure as the hazard period for SO2 and NO2, respectively. The ORs were 1.037 (95% CI: 1.004-1.071) for SO2 and 1.101 (95% CI: 1.038-1.168) for NO2 (Table 3).
The results of multiple pollutant models are shown in Figure 2, Figure 3 and Table 3. For SO2, after controlling PM10, NO2, or both PM10 and NO2, the ORs were no longer statistically significant and the means were lower than the single pollutant model. After adjusting for PM10, SO2, or both SO2 and PM10, the mean effects of NO2 at lag 3 days were higher than the single pollutant model.
This is the first study to examine the association between gaseous air pollution and EHVs for hypertension in Beijing, China. The time-stratified case-crossover was used to examine the relationship between gaseous air pollution and EHVs for hypertension. We found that gaseous air pollution had a significant impact on the EHVs visits for hypertension. An increase of 10 μg/m3 in levels of SO2 and NO2 were associated with an increase of 3.7% (95% CI: 0.4% - 7.1%) and 10.1% (95% CI: 3.8% - 16.8%) in EHVs for hypertension, respectively. Figure 1 illustrates that the concentrations of SO2 and NO2 were remarkably higher in winter, which may be due to the increased use of heating in winter. However, we controlled for this seasonal change using the case-crossover. The major sources of SO2 and NO2 in Beijing were heating and industrial sources. Besides, urban NO2 levels are closely related to traffic emissions .
In order to understand if there were any short-term delays between gaseous air pollution and hypertension, the lags of 0 to 5 days were examined in the single air pollutant models. The results show that the adverse effects of SO2 on EHVs for hypertension were statistically significant at lags of 0 and lag 2 days, while the impact of NO2 was significant at lags of 0, 2, and 3 days. In a previous study, we examined the relationship between air pollution and EHVs for cardiovascular diseases from the same hospital between 2004 and 2006 and found that after adjusting for temperature and relative humidity, the ORs for EHVs for cardiovascular diseases were 1.014 (95% CI: 1.004-1.024) and 1.016 (95% CI: 1.003-1.029) for a 10 μg/m3 increase in levels of SO2 or NO2 at lag 0 day, respectively . This study suggests that the gaseous air pollution has a lagged effect on EHVs for hypertension.
In the multiple pollutant models, the OR values of SO2 were lower than the single pollutant models, particularly after controlling for NO2. Conversely, the OR values of NO2 were higher than the single pollutant models. Previous research [1, 29] on the association between air pollution and mortality and EHVs for cardiovascular diseases in Beijing showed the same results. There may be some co-linearity between SO2 and NO2 (Figure 1 and Table 2).
Studies have examined the potential biological mechanisms that help explain the effects of SO2 and NO2 on the cardiovascular system. As ambient SO2 concentrations rise, the SO2 concentration in blood and other tissues of the body increase . When SO2 is inhaled the lipid peroxidation level in mice is raised. SO2 at all tested concentrations significantly decreased activities of superoxide dismutase in mice of both sexes, as well as that of glutathione peroxidase from male mice .
Some studies suggest that elevated levels of NO2 could increase the number of EHVs for cardiovascular disease [5, 6]. Studies on the biological mechanism found that increased NO2 is associated with increased plasma fibrinogen, ventricular arrhythmia and ventricular tachycardia [32–34]. However, recently, Langrish et al.  found that inhalation of NO2 did not impair vascular vasomotor or fibrinolytic function in man.
Previous studies found that gaseous air pollutants have adverse effects on heart rate variability (HRV) which reflects cardiac autonomic function. Min et al.  measured HRV among community residents in Korea to study the effects of PM10, SO2, and NO2 on cardiac autonomic function, and found that exposure to PM10, SO2, and NO2 resulted in reduced HRV, significant decreases in the standard deviation of the normal to normal interval (SDNN) and low frequency (LF) domain effect, and the effect was sustained for twelve hours. Routledge et al.  found that SO2 exposure resulted in a significant reduction in HRV markers of cardiac vagal control at four hours in healthy people, but no changes were found in patients with stable angina. de Paula Santos et al.  observed that an inter-quartile range increase of 9.6 μg/m3 in level of SO2 was negatively associated with SDNN of -7.93 ms (95% CI: -15.3, - 0.6). Chan et al.  carried out a panel study to examine the association between NO2 and HRV in a susceptible population with coronary heart disease (CHD) or more than one major CHD risk factor, and found that an increase of 10 ppb in NO2 was associated with 1.5-2.4% decreases in SDNN, and for each 10 ppb increase in NO2 the LF was decreased by 2.2-2.5%.
Much research has been carried out to look at the influence of gaseous air pollution on mortality and morbidity for cardiovascular disease and shown that the increased concentrations of gaseous air pollution can impact on population health. Kan and Chen  applied a case-crossover to evaluate the relation between air pollution and daily mortality in Shanghai. The results showed that an increase of 10 μg/m3 in the levels of SO2 and NO2 had a relative risk of 1.017 (95% CI: 1.009-1.026) and 1.024 (95% CI: 1.011-1.036) for cardiovascular mortality. D'Ippoliti et al.  conducted a time-stratified case-crossover to explore the relationship between urban air pollutants and hospital admissions for acute myocardial infarction in Rome, and showed that each 10 μg/m3 increase of NO2 was associated with a relative risk of 1.026 (95%CI: 1.002-1.052) for hospital admissions for acute myocardial infarction. Grazuleviciene et al.  carried out a population-based case-control study among men aged 25-64 years residing in Kaunas, to explore the relationship between long-term exposure to NO2 and myocardial infarction. Results suggested that urban NO2 pollution increased the risk of myocardial infarction.
This study has three strengths. Firstly, to our knowledge, it is the first epidemiological study which has specifically explored the relationship between gaseous air pollution and EHVs for hypertension. Secondly, a relative large sample size was used, with a considerable daily variance of exposure and outcomes. Finally, EHVs are a good indicator of the acute effects of air pollution, because when people in China with cardiovascular disease feel uncomfortable, the first choice they usually make is to visit the hospital emergency department.
This study also has some limitations. The cases were only selected from one hospital. Although the patients lived near the hospital, it still cannot control their hospital selection. Outdoor average concentrations of PM10, SO2 and NO2 were collected from fixed sites, but the data on individual exposure were unavailable. There might be misclassification bias for coding EHVs, because the diagnosis of EHVs for hypertension can never be 100% correct. Socioeconomic factors were not considered, as we could not get the patients' data on socioeconomics. The study was only conducted in the urban city of Beijing, and therefore the generalisability of the results is limited.
We found that elevated concentrations of gaseous air pollutants were associated with EHVs for hypertension in Beijing, China. The findings provide additional information about the health effects of air pollution, and may have implications for planning local environmental protection and public health interventions.
emergency hospital visits
systolic blood pressure
diastolic blood pressure
International Classification of Disease, tenth revision
- SO2 :
- NO2 :
- PM10 :
particulate matter less than 10 μm in aerodynamic diameter
heart rate variability
standard deviation of the normal to normal interval
coronary heart disease
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We thank the Medical Record Department of Peking University Third Hospital, the Beijing Municipal Environmental Monitoring Center, and China Meteorological Data Sharing Service System for providing data.
YMG is supported by the QUT Postgraduate Research Award (QUTPRA); SLT is supported by a NHMRC Research Fellowship (#290515); this study is funded by the National Natural Science Foundation of China (# 20637026).
The authors declare that they have no competing interests.
YMG conceived and coordinated the study, performed data analysis and drafted the manuscript; SLT and SSL contributed to study design, reviewed and edited the manuscript; AGB contributed to statistical analysis, reviewed and edited the manuscript; WWY and YSZ contributed to review and edit the manuscript. XCP provided air pollution information and health data, and edited the manuscript; All authors have read and approved the final manuscript.
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Guo, Y., Tong, S., Li, S. et al. Gaseous air pollution and emergency hospital visits for hypertension in Beijing, China: a time-stratified case-crossover study. Environ Health 9, 57 (2010). https://doi.org/10.1186/1476-069X-9-57
- Heart Rate Variability
- Cardiac Autonomic Function
- Cardiac Vagal Control
- Hazard Period
- Single Pollutant Model