Methods: Between January 2015 and February 2019, a total of 200 patients (175 males, 25 females; mean age 42.5±19.9 years, range, 10 to 88 years) with spontaneous pneumothorax were retrospectively analyzed. For each day, standard weather parameters including daily average temperature, relative humidity, wind speed, actual pressure, and daily total precipitation and concentration of air pollutants (PM10 and SO2) were recorded.
Results: During the study period, there were 200 cases with spontaneous pneumothorax within 178 days. The number of days with spontaneous pneumothorax represented 11.8% of the total number of days (1,504 days). In the study, 76.9% of the days with spontaneous pneumothorax were clustered. All meteorological (temperature, humidity, pressure, wind speed, and precipitation) and air pollution parameters (PM10 a nd SO2) were available for 1,438 days (95.61%) and 853 days (56.71%), respectively. There was a significant relationship between spontaneous pneumothorax and air temperature (r=-0.094, p=0.001), and air pollution (PM10, r=-0.080, p=0.020; SO2, r=-0.067, p=0.045).
Conclusion: Our study results show a relationship between spontaneous pneumothorax and air temperature, and air pollution. Preventing air pollution, which is a public health problem, can lead to a reduction in spontaneous pneumothorax.
Although air pollution levels are regularly monitored and tackled, they remain above the accepted limits, particularly in major metropolises around the world. In 2015, about nine million people died from air pollution worldwide. This number corresponds to 16% of all deaths and approximately 15 times those killed in wars.[8] Air pollution is mainly caused by industrial plants, heating fuel consumption in residential buildings, and motor vehicle exhausts. Although there is a relative decline in air pollution in large cities with the use of natural gas in Turkey, air pollution still exists as a serious problem. Table 1 shows 24-h threshold limits of Turkey, European Union countries, and the World Health Organization.
Table 1: 24-h threshold limits of PM10 and SO2 in Turkey, EU, and WHO
A variety of environmental factors may be responsible for the occurrence of SP cases. Common triggering factors for SP are infection, air pollution, and pollen-induced cough.[9] Regarding other environmental factors, previous studies have investigated the relationship between the occurrence of SP and meteorological events.[5-7,10] In the present study, we aimed to evaluate the possible relation of the occurrence of SP and meteorological conditions with air pollution in Bursa region of Turkey and to gain a better understanding of pathophysiological mechanisms involved in the occurrence of SP.
Meteorological data
There is a ground-based meteorological station
operated by the Turkish State Meteorological Service,
which is responsible for the Republic of Turkey,
Ministry of Agriculture and Forestry, at the Bolu
city center (40.73°N-31.60°E and 741 m asl). The
meteorological sensor was placed at 10 meters above
the ground level. Daily mean temperature, wind speed,
precipitation, pressure, and relative humidity values
interpreted in this study were obtained from this
station between January 2015 and February 2018. In
addition, manually collected daily precipitation data
were evaluated in this study for the same period for
the site.
Air quality data
The Republic of Turkey, Ministry of Environment
and Urbanization monitors the particles less than 10 ?m
in aerodynamic diameter (PM10) and sulfur dioxide (SO2) parameters continuously in the same region
through the Air Quality Monitoring Network. The
validated daily data corresponding to these parameters
was acquired from this network for the study period.
Statistical analysis
Statistical analysis was performed using the IBM
SPSS version 24.0 software (IBM Corp., Armonk,
NY, USA). Descriptive data were expressed in mean
± standard deviation (SD), median (min-max) or
number and frequency. The chi-square test was used
for the analysis of the relationship between the days
of pneumothorax and clusters (first day of clusters)
and the relationship between meteorological and
air pollution parameters. The Student's t-test was
used for the analysis of quantitative variables. The
Pearson correlation analysis was performed to analyze
significant correlations between variables. A p value of
<0.05 was considered statistically significant.
Table 2: Distribution of clusters of the study
Figure 1 illustrates the number of SP cases occurred in clusters during the study period and the mean temperature change during the study. The number of days exceeding the threshold values for air pollution during the study period is given in Table 3.
Figure 1: Number of primary spontaneous pneumothorax in clusters.
Table 3: Distribution of PM10 and SO2 limits between the years of 2015 and 2018
Statistically significant differences were found between the mean temperature (p=0.001), the mean PM10 (p=0.027), and the mean SO2 (p=0.001) values of the days with SP cases and the days without SP cases (Table 4). Except for SO2 values (p=0.009), no significant difference was found in meteorological parameters on the days, when clusters were seen or not (p>0.05) (Table 4). Finally, a significant correlation was found between the days with SP and daily average air temperature and air pollution parameters (Table 5). The sequence of SP cases was not random. There was a significant relationship between SP and air temperature (r=-0.094, p=0.001), and air pollution (PM10, r=-0.080, p=0.020; SO2, r=-0.067, p=0.045).
Table 4: Meteorological parameter analysis by primary spontaneous pneumothorax occurrence
Table 5: Comparison of meteorological data based on cluster analysis
Table 6: Analysis of primary spontaneous pneumothorax occurrence according to environment parameters
The previous study reported a significant increase in the number of SP admissions over a two-day period following a 10 hPa or more decrease in atmospheric pressure over a 24-h period.[12] Differently from the previous studies of Bertolaccini et al.[5] and Chen et al.,[13] in our study, we found that neither humidity nor precipitation parameters were related to SP. We consider that regional climate variations between our study and the study of Chen et al.[13] where performed in Taiwan characterized by heavily raining climate is responsible for this difference. In the same study, it was reported that SP did not show a significant seasonal variation.[13] Bulajich et al.[14] reported that there was no significant correlation of SP pattern with certain months or seasons of the year. However, Bertolaccini et al.[5] reported a higher rate of SP cases in the spring. In this study, SP was proportionally at least in winter.
Stimuli from environmental factors are known to affect our immune system. Inflammation of small airways is assumed to be the main reason for isolating blisters. Some recent studies have shown that exposure to certain pollutants in small airways, as well as some fluid imbalances, can lead to airway obstruction with a segmental increase in airway resistance and increased distal pressure.[15] There are studies showing the relationship between air pollution and SP.[5,16,17] Similarly, this relationship was confirmed in our study.
Nonetheless, there are some limitations to this study. Firstly, it is a retrospective, single-center study with a relatively small sample size; therefore, there may be selection bias. Secondly, previously reported risk factors such as smoking status, height or body mass index were not considered. Thirdly, although multiple meteorological variables have been included, we may exclude the possibility of other potential contributing factors. Finally, it is not possible for every patient to seek medical care immediately after the onset of pneumothorax. Altogether, generalization of the results should be made with caution. In conclusion, our study results show a relationship between spontaneous pneumothorax and air temperature, and air pollution. Preventing air pollution, which is a public health problem, can lead to a reduction in spontaneous pneumothorax. However, further large-scale studies are needed to confirm these results.
Declaration of conflicting interests
The authors declared no conflicts of interest with respect to
the authorship and/or publication of this article.
Funding
The authors received no financial support for the research
and/or authorship of this article.
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