Analysis of spontaneous pneumothorax in the city of Cuneo: environmental correlations with meteorological and air pollutant variables

Background and PurposePrimary spontaneous pneumothorax (PSP) tends to cluster. Previous studies have found a correlation between PSP and atmospheric pressure variations or thunderstorms. We conducted this study to analyze the PSP correlations with meteorological variables and the concentrations of air pollutants in the city of Cuneo in Italy (IT).MethodsWe evaluated prospectively 451 consecutive PSP patients treated between 2004 and 2010. For each day within the period analyzed, the meteorological parameters and pollutants data were recorded. Statistical analyses on PSP were done for distribution characteristics, spectral autocorrelation, and spectral analysis. Multivariate regression analyses were performed using artificial neural networks.ResultsAnalysis of annual, seasonal, and monthly distributions showed no significant correlation between PSP and the time series. The spectral analysis showed that PSP events were not random. Correlations between meteorological and environmental variables confirmed that PSP was significantly more likely to occur on warm windy days with high atmospheric pressure and high mean nitrogen dioxide concentration.ConclusionsMeteorological parameters and atmospheric pollutants might explain the cluster onset of PSP.

[1]  J. Heffner,et al.  Spontaneous pneumothorax. , 2000, The New England journal of medicine.

[2]  C. Cassardo,et al.  Air pollution, weather variations and primary spontaneous pneumothorax. , 2010, Journal of thoracic disease.

[3]  A. Pasini,et al.  Neural network modelling for the analysis of forcings/temperatures relationships at different scales in the climate system , 2006 .

[4]  N. Roche,et al.  Atmospheric pressure influences the risk of pneumothorax: beware of the storm! , 2007, Chest.

[5]  D. Subotich,et al.  Influence of atmospheric pressure, outdoor temperature, and weather phases on the onset of spontaneous pneumothorax. , 2005, Annals of epidemiology.

[6]  M. Noppen,et al.  Music: a new cause of primary spontaneous pneumothorax , 2004, Thorax.

[7]  M. Hill,et al.  Weather and chinook winds in relation to spontaneous pneumothoraces. , 2009, Canadian journal of surgery. Journal canadien de chirurgie.

[8]  Guang-jian Zhang,et al.  Climatic Conditions and the Onset of Primary Spontaneous Pneumothorax: An Investigation of the Influence of Solar Terms , 2012, Medical Principles and Practice.

[9]  Antonello Pasini,et al.  A neural network model for visibility nowcasting from surface observations: Results and sensitivity to physical input variables , 2001 .

[10]  T. Sutedja,et al.  Atmospheric pressure changes and outdoor temperature changes in relation to spontaneous pneumothorax. , 1999, Chest.

[11]  J. Crane,et al.  The respiratory health effects of nitrogen dioxide in children with asthma , 2010, European Respiratory Journal.

[12]  Rocco Langone,et al.  Influence of Circulation Patterns on Temperature Behavior at the Regional Scale: A Case Study Investigated via Neural Network Modeling , 2012 .

[13]  M. Noppen Spontaneous pneumothorax: epidemiology, pathophysiology and cause , 2010, European Respiratory Review.

[14]  Jigneshkumar L Patel,et al.  Applications of artificial neural networks in medical science. , 2007, Current clinical pharmacology.

[15]  M. Suárez-Varela,et al.  Spontaneous pneumothorax related with climatic characteristics in the Valencia area (Spain) , 2000, European Journal of Epidemiology.