Centre for Demographic Studies, Autonomous University of Barcelona, Barcelona, Spain; Climate and Health Program, Barcelona Institute for Global Health, Barcelona, Spain.
Centre for Demographic Studies, Autonomous University of Barcelona, Barcelona, Spain.
Lancet Planet Health. 2019 Jul;3(7):e297-e306. doi: 10.1016/S2542-5196(19)30090-7. Epub 2019 Jun 21.
Climate change driven by human activities has increased annual temperatures in Spain by around 1°C since 1980. However, little is known regarding the extent to which the association between temperature and mortality has changed among the most susceptible population groups as a result of the rapidly warming climate. We aimed to assess trends in temperature-related cardiovascular disease mortality in Spain by sex and age, and we investigated the association between climate warming and changes in the risk of mortality.
We did a country-wide time-series analysis of 48 provinces in mainland Spain and the Balearic Islands between Jan 1, 1980, and Dec 31, 2016. We extracted daily cardiovascular disease mortality data disaggregated by sex, age, and province from the Spanish National Institute of Statistics database. We also extracted daily mean temperatures from the European Climate Assessment and Dataset project. We applied a quasi-Poisson regression model for each province, controlling for seasonal and long-term trends, to estimate the temporal changes in the province-specific temperature-mortality associations with distributed lag non-linear models. We did a multivariate random-effects meta-analysis to derive the best linear unbiased prediction of the temperature-mortality association and the minimum mortality temperature in each province. Heat-attributable and cold-attributable fractions of death were computed by separating the contributions from days with temperatures warmer and colder than the minimum mortality temperature, respectively.
Between 1980 and 2016, 4 576 600 cardiovascular deaths were recorded. For warm temperatures, the increase in relative risk (RR) of death from cardiovascular diseases was higher for women than men and higher for older individuals (aged ≥90 years) than younger individuals (aged 60-74 years), whereas for cold temperatures, RRs were higher for men than women, with no clear pattern by age group. The heat-attributable fraction of cardiovascular deaths was higher for women in all age groups, and the cold-attributable fraction was larger in men. The heat-attributable fraction increased with age for both sexes, whereas the cold-attributable fraction increased with age for men and decreased for women. Overall minimum mortality temperature increased from 19·5°C between 1980 and 1994 to 20·2°C between 2002 and 2016, which is similar in magnitude to, and occurred in parallel with, the observed mean increase of 0·77°C that occurred in Spain between these two time periods. In general, between 1980 and 2016, the risk and attributable fraction of cardiovascular deaths due to warm and cold temperatures decreased for men and women across all age groups. For all the age groups combined, between 1980-94 and 2002-16, the heat-attributable fraction decreased by -42·06% (95% empirical CI -44·39 to -41·06) for men and -36·64% (-36·70 to -36·04) for women, whereas the cold-attributable fraction was reduced by -30·23% (-30·34 to -30·05) for men and -44·87% (-46·77 to -42·94) for women.
In Spain, the observed warming of the climate has occurred in parallel with substantial adaptation to both high and low temperatures. The reduction in the RR and the attributable fraction associated with heat would be compatible with an adaptive response specifically addressing the negative consequences of climate change. Nevertheless, the simultaneous reduction in the RR and attributable fraction of cold temperatures also highlights the importance of more general factors such as socioeconomic development, increased life expectancy and quality, and improved health-care services in the country.
None.
人类活动导致的气候变化使西班牙自 1980 年以来每年的气温上升了约 1°C。然而,对于由于气候迅速变暖而导致的最易感人群中,温度与死亡率之间的关联发生了何种程度的变化,人们知之甚少。我们旨在评估西班牙按性别和年龄划分的与温度相关的心血管疾病死亡率的趋势,并研究气候变暖与死亡率风险变化之间的关联。
我们对西班牙大陆的 48 个省份和巴利阿里群岛进行了全国范围内的时间序列分析,时间范围为 1980 年 1 月 1 日至 2016 年 12 月 31 日。我们从西班牙国家统计局数据库中提取了按性别、年龄和省份划分的每日心血管疾病死亡率数据。我们还从欧洲气候评估和数据集项目中提取了每日平均温度。我们为每个省份应用了一个拟泊松回归模型,控制季节性和长期趋势,以估计省级特定温度-死亡率关联的时间变化,并使用分布式滞后非线性模型进行估计。我们进行了多变量随机效应荟萃分析,以得出每个省份温度-死亡率关联的最佳线性无偏预测值和最低死亡率温度。通过将温度高于和低于最低死亡率温度的天数分别进行分离,计算出热归因和冷归因死亡的分数。
在 1980 年至 2016 年期间,记录了 4876600 例心血管死亡。对于温暖的温度,女性心血管疾病死亡的相对风险(RR)增加高于男性,年龄较大(≥90 岁)的个体高于年龄较小(60-74 岁)的个体,而对于寒冷的温度,RR 则男性高于女性,且没有明确的年龄组模式。所有年龄段的女性心血管死亡的热归因分数都较高,而男性的冷归因分数较大。热归因分数随年龄的增长而增加,而冷归因分数随年龄的增长而增加,女性则随年龄的增长而减少。总体而言,最低死亡率温度从 1980 年至 1994 年的 19.5°C 增加到 2002 年至 2016 年的 20.2°C,这与西班牙在这两个时间段内观察到的平均 0.77°C 的升高幅度相似,并且是平行发生的。一般来说,在 1980 年至 2016 年期间,男性和女性在所有年龄组中,由于温暖和寒冷温度导致的心血管死亡风险和归因分数均有所下降。对于所有年龄组的综合情况,在 1980-94 年和 2002-16 年期间,男性的热归因分数下降了-42.06%(95%经验 CI-44.39 至-41.06),女性下降了-36.64%(-36.70 至-36.04),而女性的冷归因分数下降了-30.23%(-30.34 至-30.05),女性下降了-44.87%(-46.77 至-42.94)。
在西班牙,观察到的气候变暖与适应高低温的情况同时发生。与热相关的 RR 和归因分数的减少可能与专门针对气候变化的负面影响的适应性反应相吻合。然而,寒冷温度的 RR 和归因分数的同时减少也突出了社会经济发展、预期寿命和质量的提高以及国家医疗保健服务的改善等更普遍因素的重要性。
无。