THE INFLUENCE OF ECOLOGICAL RISK FACTORS ON MORTALITY IN MOSCOW POPULATION. RISK EVALUATION AND PREDICTION
https://doi.org/10.15829/1560-4071-2016-6-34-40
Abstract
Aim. To assess the influence of temperature, humidity, air pollution on the mortality ofMoscowinhabitants in 2007-2014, to evaluate the possibility of mortality prediction by mathematic modelling.
Material and methods. For each day of 2007-2014 years, the data was analyzed forMoscowinhabitants mortality, temperature, humidity and air pollution (РМ10). Number of deaths was 956436 (48,1% of men and 51,9% women), of those from cardiovascular disorders (CVD) — 536625. Multifactorial regression analysis was done with generalized logistic regression, evaluation of risks ratios (RR), 95%, confidence analysis. The prognostic modelling applied, based on non-linear multifactorial analysis.
Results. The factor “heat wave” increased RR for the death from all cases and from CVD by 1,43 and 1,65 times. Heat waves mostly increased all-cause mortality, and from CVD in women (p<0,005), the increase of air pollution (РМ10) — in men (р<0,005). The highest increase of death risk was found for those 70 years and older, higher humidity worsened it. For the summer 2010 prediction was finer than for 2014 (correlation 90,1% and 45,1%), e. g. for the period of more significant anomalies of temperature and air pollution. Applying multifactorial prediction model for 2007-2014 period with additional evaluation of weather factors influence for last 4 days and all-cause mortality for the last month, correlation was higher for death risk prediction for 1-3 days (88,0%), than for month (45,2%).
Conclusion. Heat waves, increase of air temperature and pollution do increase the risk of all-cause mortality, especially from CVD, in those 70 y. o. and older. Anomal heat increases death risk for women higher than for men. Prediction of mortality by 1-3 days with multifactorial model show better correlation than prediction for month.
About the Authors
S. A. BoytsovRussian Federation
M. M. Lukyanov
Russian Federation
A. D. Deev
Russian Federation
V. G. Klyashtorny
Russian Federation
A. V. Ivanenko
Russian Federation
N. S. Volkova
Russian Federation
A. S. Kuznetsov
Russian Federation
A. S. Skvortsov
Russian Federation
D. V. Solovyev
Russian Federation
References
1. United Nations Framework Convention on Climate Change. 12.12.2015. http://unfccc.int/resource/docs/2015/cop21/rus/l09r.pdf.
2. Implementing the European regional framework for action to protect health from climate change. World Health organization. Regional office for Europe. 2015. http://www.euro.who.int/ru/health-topics/environment-and-health/Climate-change/publications/2015/implementing-the-european-regional-framework-for-action-to-protect-health-fromclimate-change.
3. Revich BA. Climate Changes and Russian Population Health. Problems of Forecasting 2010: 3: 140-50. Russian (Ревич Б.А. Изменение здоровья населения России в условиях меняющегося климата. Проблемы прогнозирования”, 2010: 3: 140-50).
4. Kontsevaya AV, Lukyanov MM, Khudyakov MB, et al. Seasonal and monthly changes of mortality in Russian Federation regions with different climate and geographic variables. Russ J Cardiol 2014,11(115): 25-30. Russian (Концевая А.В., Лукьянов М. М., Худяков М.Б. Сезонные и помесячные изменения смертности в регионах Российской Федерации с различными климато-географическими характеристиками. Российский кардиологический журнал 2014,11(115): 25-30).
5. Revich BА. Heat-wave, air quality and mortality in European Russia in summer 2010: preliminary assessment. Journal Human Ecology Russian 2011, 7: 3-9. Russian (Ревич Б.А. Волны жары, качество атмосферного воздуха и смертность населения европейской части России летом 2010 года: результаты предварительной оценки. Экология человека 2011, 7: 3-9).
6. Boytsov SA, Kuznetsov AS, Lukyanov MM, et al. The impact of abnormally high temperatures and ambient air pollution during summer months on mortality rates in the Moscow population and possibilities of death prediction using linear regression analysis models. Profilakticheskaya Meditsina Journal 2013, 6: 63-70. Russian (Бойцов С.А., Кузнецов А.С., Лукьянов М.М. с соавт. Влияние аномально высоких температур и загрязненности воздуха в летние месяцы на смертность населения г.Москвы и возможности прогнозирования с помощью моделей линейного регрессионного анализа. Профилактическая медицина 2013, 6: 63-70).
7. Shaposhnikov D, Revich B, Bellander T, et al. Mortality related to air pollution with the Moscow heat wave and wildfire of 2010. Epidemiology 2014, N3, May 2014: 359-64.
8. Gasparrini A, Armstrong B, Kovats S, et al. The effect of high temperatures on causespecific mortality in England and Wales. Occup Environ Med 2012; 69: 56-61.
9. Hajat S, Kovats RS, Lachowycz K. Heat-related and cold-related deaths in England and Wales: who is at risk? Occupational and Environmental Medicine, 2007, 64: 93-100.
10. Baccini M, Kosatsky T, Analitis A, et al. Impact of heat on mortality in 15 European cities: attributable deaths under different weather scenarios. J Epidemiol Community Health2011; 65: 64-70.
11. Peng RD, Bobb JF, Tebaldi C, et al. Toward a quantitative estimate of future heat wave mortality under global climate change. Environ Health Perspect 2011; 119: 701-06.
12. Basagana X, Sartini C, Barrera-Gomez J, et al. Heat waves and cause-specific mortality at all ages. Epidemiology 2011; 22: 765-72.
13. Marti-Soler Н, Gubelmann С, Aeschbacher S, et al. Seasonality of cardiovascular risk factors: an analysis including over 230000 participants in 15 countries. Heart 2014; 100: 1517-23 doi:10.1136/heartjnl-2014-305623.
14. Gasparrini A, Guo Y, Hashizume M, et al. Mortality risk attributable to high and low ambient temperature: a multicountry observational study. www.thelancet.com Published online May 21, 2015 http://dx.doi.org/10.1016/S0140-6736(14)62114-0.
15. Gasparrini A. Modeling exposure-lag-response associations with distributed lag nonlinear models. Stat Med 2014; 33: 881-99.
Review
For citations:
Boytsov S.A., Lukyanov M.M., Deev A.D., Klyashtorny V.G., Ivanenko A.V., Volkova N.S., Kuznetsov A.S., Skvortsov A.S., Solovyev D.V. THE INFLUENCE OF ECOLOGICAL RISK FACTORS ON MORTALITY IN MOSCOW POPULATION. RISK EVALUATION AND PREDICTION. Russian Journal of Cardiology. 2016;(6):34-40. (In Russ.) https://doi.org/10.15829/1560-4071-2016-6-34-40