Temperature-mortality relationship in four subtropical Chinese cities: a time-series study using a distributed lag non-linear model.

BACKGROUND Numerous studies have reported the association between ambient temperature and mortality. However, few multicity studies have been conducted in subtropical regions in developing countries. The present study assessed the health effects of temperature on mortality in four subtropical cities of China. METHODS We used "double threshold-natural cubic spline" distributed lag non-linear model (DLNM) to investigate the cold and hot effects on mortality at different lags in four subtropical cities. Then we conducted a meta-analysis to estimate the overall cold and hot effects on mortality at different lag days. RESULTS A U-shaped relationship between temperature and mortality was found in the four cities. Cold effect was delayed and persisted for about 27 days, whereas hot effect was acute and lasted for 3 days. In Changsha, Kunming, Guangzhou and Zhuhai, a 1 °C decrease of temperature under the low threshold was associated with a lag0-27 cumulative relative risk (RR) of 1.061 (95% confidence interval (CI): 1.023-1.099), 1.044 (95% CI: 1.033-1.056), 1.096 (95% CI: 1.075-1.117) and 1.111 (95% CI: 1.078-1.145) for total mortality, respectively. And RR for 1 °C increase of temperature above the hot threshold at the lag0 was 1.020 (95% CI: 1.003-1.037), 1.017 (95% CI: 1.004-1.030), 1.029 (95% CI: 1.020-1.039) and 1.023 (95% CI: 1.004-1.042), respectively. The cold and hot effects were greater among the elderly in Changsha, Guangzhou and Zhuhai. Meta analysis showed that the hot effect decreased gradually with lag days, with the greatest effect at current day (RR=1.023, 95% CI: 1.015-1.031); while the cumulative cold effect increased gradually with lag days, with the highest effect at lag0-27 (RR=1.076, 95% CI: 1.046-1.107). CONCLUSION Both low and high temperatures were associated with increased mortality in the four subtropical Chinese cities, and cold effect was more durable and pronounced than hot effect.

[1]  Aditya Tyagi,et al.  Formation of an Air Pollution Index. , 1999, Journal of the Air & Waste Management Association.

[2]  Yuk Yee Yan Association Between Daily Mortality And Weather In Hong Kong , 2010 .

[3]  Paul Wilkinson,et al.  International study of temperature, heat and urban mortality: the 'ISOTHURM' project. , 2008, International journal of epidemiology.

[4]  Scott L Zeger,et al.  Temperature and mortality in 11 cities of the eastern United States. , 2002, American journal of epidemiology.

[5]  Tsung‐Jung Ho,et al.  Mortality risk associated with temperature and prolonged temperature extremes in elderly populations in Taiwan. , 2011, Environmental research.

[6]  J. Alberdi,et al.  Daily mortality in Madrid community 1986–1992: Relationship with meteorological variables , 1998, European Journal of Epidemiology.

[7]  Alexandra Schneider,et al.  The impact of heat waves on mortality in 9 European cities: results from the EuroHEAT project , 2010, Environmental health : a global access science source.

[8]  M. Medina-Ramón,et al.  Temperature, temperature extremes, and mortality: a study of acclimatisation and effect modification in 50 US cities , 2007, Occupational and Environmental Medicine.

[9]  A Fouillet,et al.  Has the impact of heat waves on mortality changed in France since the European heat wave of summer 2003? A study of the 2006 heat wave. , 2008, International journal of epidemiology.

[10]  X. Lao,et al.  Short-Term Effects of the 2008 Cold Spell on Mortality in Three Subtropical Cities in Guangdong Province, China , 2012, Environmental health perspectives.

[11]  A Gasparrini,et al.  Distributed lag non-linear models , 2010, Statistics in medicine.

[12]  Vincent R. Gray Climate Change 2007: The Physical Science Basis Summary for Policymakers , 2007 .

[13]  Deliang Chen,et al.  China's National Assessment Report on Climate Change (I): Climate change in China and the future trend , 2007 .

[14]  Matty P. Weijenberg,et al.  The impact of heat waves and cold spells on mortality rates in the Dutch population. , 2001 .

[15]  Yuming Guo,et al.  The Impact of Temperature on Mortality in Tianjin, China: A Case-Crossover Design with a Distributed Lag Nonlinear Model , 2011, Environmental health perspectives.

[16]  Zhou Lian Relationship between Temperature and Daily Mortality in a District of Nanjing:a Time-Series Study , 2011 .

[17]  K. Laaidi,et al.  Temperature-related mortality in France, a comparison between regions with different climates from the perspective of global warming , 2006, International journal of biometeorology.

[18]  Jordi Sunyer,et al.  Geographical differences on the mortality impact of heat waves in Europe , 2010, Environmental health : a global access science source.

[19]  A. Peters,et al.  Associations between air temperature and cardio-respiratory mortality in the urban area of Beijing, China: a time-series analysis , 2011, Environmental health : a global access science source.

[20]  C. Ou,et al.  Daily temperature and mortality: a study of distributed lag non-linear effect and effect modification in Guangzhou , 2012, Environmental Health.

[21]  Zhang De,et al.  National Assessment Report of Climate Change (I): Climate change in China and its future trend , 2006 .

[22]  Antonella Zanobetti,et al.  The effect of weather on respiratory and cardiovascular deaths in 12 U.S. cities. , 2002, Environmental health perspectives.

[23]  Ben Armstrong,et al.  Models for the Relationship Between Ambient Temperature and Daily Mortality , 2006, Epidemiology.

[24]  Wendy M Novicoff,et al.  Changing heat-related mortality in the United States. , 2003, Environmental health perspectives.

[25]  M. Leone,et al.  Changes in the effects of heat on mortality among the elderly from 1998–2010: results from a multicenter time series study in Italy , 2012, Environmental Health.

[26]  M. De Sario,et al.  Temperature and summer mortality: geographical and temporal variations in four Italian cities , 2006, Journal of Epidemiology and Community Health.

[27]  Wolfgang Viechtbauer,et al.  Conducting Meta-Analyses in R with the metafor Package , 2010 .

[28]  W R Keatinge,et al.  Changes in summer temperature and heat-related mortality since 1971 in North Carolina, South Finland, and Southeast England. , 2003, Environmental research.

[29]  H. Kan,et al.  Diurnal temperature range and daily mortality in Shanghai, China. , 2007, Environmental research.

[30]  Y. Honda,et al.  Analysis of relation between temperature and mortality in three cities in China by using lag model : A comparison of Harbin, Nanjing and Guangzhou , 2012 .

[31]  Michelle L. Bell,et al.  Weather-Related Mortality: How Heat, Cold, and Heat Waves Affect Mortality in the United States , 2009, Epidemiology.

[32]  J. Schwartz,et al.  Modifiers of the temperature and mortality association in seven US cities. , 2003, American journal of epidemiology.

[33]  R. L. Maynard,et al.  Informing the Public about Air Pollution , 1999 .

[34]  K. Mengersen,et al.  Time course of temperature effects on cardiovascular mortality in Brisbane, Australia , 2011, Heart.

[35]  Ho Kim,et al.  Distributed lag effects in the relationship between temperature and mortality in three major cities in South Korea. , 2011, The Science of the total environment.

[36]  Corinne Le Quéré,et al.  Climate Change 2013: The Physical Science Basis , 2013 .

[37]  Kalpana Balakrishnan,et al.  Work-related heat stress concerns in automotive industries: a case study from Chennai, India , 2009, Global health action.