Abstract
Acute stroke is a life-threatening condition. Fatal outcome is related to risk factors, some of these affected by climatic changes. Forecasting potentially harmful atmospheric processes may therefore be of practical importance in the acute care of stroke patients. We analyzed the history of all patients with acute ischemic stroke (N = 184) confirmed by neuroimaging including those who died (N = 35, 15 males) at our hospital department in the winter months of 2009. Patient data were anonymized, and the human meteorologists were only aware of patients’ age, gender, and exact time of death. Of the meteorological parameters, equivalent potential temperature (EPT) has been chosen for analysis. EPT is generally used for forecasting thunderstorms, but in the case of synoptic scale airflow (106 m), it is suitable for characterizing the air mass inflowing from different regions. The behavior of measured EPT values was compared to the climatic (30 years) averages. We developed meteorological criteria for anomalous periods of EPT and tested if such periods are associated with higher rate of fatal outcome. The duration of anomalous and non-anomalous periods was nearly equal during the studied 3 months. Stroke onset distributed similarly between anomalous and non-anomalous days; however, of the 35 deaths, 27 occurred during anomalous periods: on average, 0.56 deaths occurred on anomalous days and 0.19 on non-anomalous days. Winter periods meeting the criteria of anomalous EPT may have a significant adverse human-meteorological impact on the outcome in acute ischemic stroke.
Similar content being viewed by others
References
Abdulla, K., & Taka, M. (1988). Climatic effects on blood pressure in normotensive and hypertensive subjects. Postgraduate Medical Journal, 64(747), 23–26.
Azevedo, E., Ribeiro, J. A., Lopes, F., Martins, R., & Barros, H. (1995). Cold: a risk factor for stroke? Journal of Neurology, 242, 217–221.
Bereczki, D., Mihálka, L., Fekete, I., Valikovics, A., Csépány, T., Fülesdi, B., et al. (2009). The Debrecen Stroke Database: demographic characteristics, risk factors, stroke severity and outcome in 8088 consecutive hospitalized patients with acute cerebrovascular disease. International Journal of Stroke, 4, 335–339.
Bolton, D. (1980). The computation of equivalent potential temperature. Monthly Weather Review, 108, 1046–1053.
Chen, P. L., Kuo, T. B., & Yang, C. C. (2012). Parasympathetic activity correlates with early outcome in patients with large artery atherosclerotic stroke. Journal of the Neurological Sciences, 314(1-2), 57–61.
Chen, R., Wang, C., Meng, X., Chen, H., Thach, T. Q., Wong, C. M., et al. (2013). Both low and high temperature may increase the risk of stroke mortality. Neurology, 81(12), 1064–1070.
den Hertog, H. M., van der Worp, H. B., van Gemert, H. M., Algra, A., Kappelle, L. J., van Gijn, J., et al. (2011). An early rise in body temperature is related to unfavorable outcome after stroke: data from the PAIS study. Journal of Neurology, 258(2), 302–307.
Diaz, J., Jordan, J., Garcia, R., et al. (2002). Heat waves in Madrid 1986-1997: effects on the health of the elderly. International Archives of Occupational and Environmental Health, 75, 163–170.
European Health for All database (HFA-DB). (2014). URL: http://www.euro.who.int/en/data-and-evidence/databases/european-health-for-all-database-hfa-db. Accessed 7 December 2014
Feigin, V. L., Forouzanfar, M. H., Krishnamurthi, R., Mensah, G. A., Connor, M., Bennet, D. A., et al. (2014). Global and regional burden of stroke during 1990-2010: findings from the Global Burden of Disease Study. Lancet, 383, 245–255.
Folyovich, A., Biczó, B., Fülöp, A., Németh, Á., Breuer, H., Béres-Molnár, K. A., et al. (2013a). Effect of short-term changes of air pollution on the development of acute ischemic stroke. Journal of the Neurological Sciences. doi:10.1016/j.jns.2013.07.788.
Folyovich, A., Biczó, D., Fülöp, A., Németh, Á., Breuer, H., Béres-Molnár, K. A., et al. (2013b). Role of extreme outdoor temperature in the development of acute ischaemic stroke. Journal of Neurology, 260(Suppl 1), S82.
Folyovich, A., Biczó, D., Fülöp, A., Németh, Á., Breuer, H., Béres-Molnár, K. A., et al. (2014). The role of meteorological fronts in the outcome of acute ischemic stroke. Cerebrovascular Diseases, 37(Suppl 1), 595.
Giua, A., Abbas, M. A., Murgia, N., & Corea, F. (2010). Climate and stroke: a controversial association. International Journal of Biometeorology, 54(1), 1–3.
Głuszak, A., Kocoń, S., Zuk, K., Aljabali, P., Gluza, A., & Siwek, K. (2008). Episodes of atrial fibrillation and meteorological conditions. Kardiologia Polska (Polish Heart Journal), 66(9), 958–963.
Gyakum, J. R., & Roebber, P. J. (2001). The 1998 ice storm—analysis of a planetary-scale event. Monthly Weather Review, 129, 2983–2997.
Holton, J. R. (2004). An introduction to dynamical meteorology. A new risk factor in ischemic stroke mortality. Seattle:Academic Press.
Hong, Y. C., Lee, J. T., Kim, H., & Kwon, H. J. (2002). Air pollution. Stroke, 33, 2165–2169.
Huynen, M. M. T. E., Martens, P., Schram, D., Weijenberg, M. P., & Kunst, A. E. (2001). The impact of heat waves and cold spells on mortality rates in the Dutch population. Environmental Health Perspectives, 109, 463–470.
Ishigami, A., Hajat, S., Kovats, R. S., Bisanti, L., Rognoni, M., Russo, A., et al. (2008). An ecological time-series study of heat-related mortality in three European cities. Environmental Health, 7, 5–12.
Jiminez-Conde, J., Ois, A., Gomis, M., Rodriguez-Campello, A., Cuadrado-Godia, E., Subirana, I., et al. (2008). Weather as a trigger of stroke. Daily meteorological factors and incidence of stroke subtypes. Cerebrovascular Diseases, 26, 348–354.
Katsouyanni, K., Touloumi, G., Samoli, E., Gryparis, A., Le Tertre, A. L., Monopolis, Y., et al. (2001). Confounding and effect modification in the short-term effects of ambient particles on total mortality: results from 29 European cities within the APHEA2 project. Epidemiology, 12, 521–531.
Kettunen, J., Lanki, T., Tiittanen, P., Aalto, P. P., Koskentalo, T., Kulmala, M., et al. (2007). Associations of fine ad ultrafine particulate air pollutions with stroke mortality in an area of low air pollution levels. Stroke, 38, 918–922.
Lee, H. C., Hu, C. J., Chen, C. S., & Lin, H. C. (2008). Seasonal variation in ischemic stroke incidence and association with climate: a six-year population-based study. Chronobiology International, 25(6), 938–949.
Magalhães, R., Silva, M. C., Correia, M., & Bailey, T. (2011). Are stroke occurrence and outcome related to weather parameters? Results from a population-based study in Northern Portugal. Cerebrovascular Diseases, 32(6), 542–551.
McArthur, K., Dawson, J., & Walters, M. (2010). What is it with the weather and stroke? Expert Review of Neurotherapeutics, 10(2), 243–249.
Milionis, H., Faouzi, M., Cordier, M., D’Ambrogio-Remillard, S., Eskandari, A., & Michel, P. (2013). Characteristics and early and long-term outcome in patients with acute ischemic stroke and low ejection fraction. International Journal of Cardiology, 168(2), 1082–1087.
Morabito, M., Crisci, A., Vallorani, R., Modesti, P. A., Gensini, G. F., & Orlandini, S. (2011). Innovative approaches helpful to enhance knowledge on weather-related stroke events over a wide geographical area and a large population. Stroke, 42(3), 593–600.
Mostofsky, E., Wilker, E. H., Schwartz, J., Zanobetti, A., Gold, D. R., Wellenius, G. A., et al. (2014). Short-term changes in ambient temperature and risk of ischemic stroke. Cerebrovascular Diseases Extra, 4(1), 9–18.
Myint, P. K., Vowler, S. L., Woodhouse, P. R., Redmayne, O., & Fulcher, R. A. (2009). Winter excess in hospital admissions, in-patient mortality and length of acute hospital stay stroke a hospital database study over six seasonal years in Norfolk, UK. Neuroepidemiology, 28, 79–85.
Ntaios, G., Lambrou, D., Cuendet, D., & Michel, P. (2013). Early major worsening in ischemic stroke: predictors and outcome. Neurocritical Care, 19(3), 287–292.
Ohno, Y. (1969a). Biometrical studies on cerebrovascular diseases II. Effects by the combination of meteorologic changes on the death from cerebrovascular accident. Japanese Circulation Journal, 33, 1299–1308.
Ohno, Y. (1969b). Biometrical studies on cerebrovascular diseases III. Effects by the combination of meteorologic changes on the death from cerebrovascular accident. Japanese Circulation Journal, 33, 1309–1314.
Robine, J.M., Cheung, S.L., Le Roy, S., Van Oyen, H., Herrmann, F.R. (2005). Report on excess mortality in Europe during summer 2003. http://ec.europa.eu/health/ph_projects/2005/action1/docs/action12005_a2_15_en.pdf Accessed 7 December 2014.
Rudd, A. G., Irwin, P., Rutledge, Z., Lowe, D., Wade, D. T., & Pearson, M. (2001). Regional variations in stroke care in England, Wales and Northern Ireland: results from the National Sentinel Audit of Stroke. Royal College of Physicians Intercollegiate Stroke Working Party. Clinical Rehabilitation, 15, 562–572.
Samet, J. M., Dominici, F., Curriero, F. C., Coursac, I., & Zeger, S. L. (2000). Fine particulate air pollution and mortality in 20 US cities, 1987-1994. The New England Journal of Medicine, 343, 1742–1749.
Sandset, E. C., Murray, G. D., Bath, P. M., Kjeldsen, S. E., & Berge, E. (2012). Scandinavian Candesartan Acute Stroke Trial (SCAST) Study Group. Relation between change in blood pressure in acute stroke and risk of early adverse events and poor outcome. Stroke, 43(8), 2108–2114.
Stull, R. B. (1988). An introduction to boundary layer meteorology. Dordrecht:Kluwer Academic Publishers.
University of Wyoming Department of Atmospheric Sciences website. http://weather.uwyo.edu/upperair/europe.html. Accessed 11 December, 2014
Sueda, Y., Hosomi, N., Tsunematsu, M., Takamatsu, K., Nomura, E., Torii, T., HEWS-tPA collaborators, et al (2015). Effects of meteorological conditions on the risk of ischemic stroke events in patients treated with Alteplase-HEWS-tPA. Journal of Stroke and Cerebrovascular Diseases, 24(7), 1500–1505.
Wang, X. Y., Barnett, A. G., Hu, W., & Tong, S. (2009). Temperature variation and emergency hospital admissions for stroke in Brisbane, Australia, 1996–2005. International Journal of Biometeorology, 53(6), 535–541.
Zhang, J., Peng, Y., Fan, H., Chen, M., Xu, T., & Zhang, Y. (2011). Blood pressure and early clinical outcome among acute ischemic stroke patients. Canadian Journal of Neurological Sciences, 38(2), 225–229.
Acknowledgments
DB was partly supported by the National Brain Research (NAP) program KTIA-NAP-13-1-2013-0001 from the government of Hungary.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Folyovich, A., Biczó, D., Al-Muhanna, N. et al. Anomalous equivalent potential temperature: an atmospheric feature predicting days with higher risk for fatal outcome in acute ischemic stroke—a preliminary study. Environ Monit Assess 187, 547 (2015). https://doi.org/10.1007/s10661-015-4722-0
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s10661-015-4722-0