School of Public Health, Imperial College London, Norfolk Place, London, W2 1PG, UK.
MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, W2 1PG, UK.
BMC Infect Dis. 2021 Nov 22;21(1):1177. doi: 10.1186/s12879-021-06856-4.
Temperature and precipitation are known to affect Vibrio cholerae outbreaks. Despite this, the impact of drought on outbreaks has been largely understudied. Africa is both drought and cholera prone and more research is needed in Africa to understand cholera dynamics in relation to drought.
Here, we analyse a range of environmental and socioeconomic covariates and fit generalised linear models to publicly available national data, to test for associations with several indices of drought and make cholera outbreak projections to 2070 under three scenarios of global change, reflecting varying trajectories of CO emissions, socio-economic development, and population growth.
The best-fit model implies that drought is a significant risk factor for African cholera outbreaks, alongside positive effects of population, temperature and poverty and a negative effect of freshwater withdrawal. The projections show that following stringent emissions pathways and expanding sustainable development may reduce cholera outbreak occurrence in Africa, although these changes were spatially heterogeneous.
Despite an effect of drought in explaining recent cholera outbreaks, future projections highlighted the potential for sustainable development gains to offset drought-related impacts on cholera risk. Future work should build on this research investigating the impacts of drought on cholera on a finer spatial scale and potential non-linear relationships, especially in high-burden countries which saw little cholera change in the scenario analysis.
已知温度和降水会影响霍乱弧菌的爆发。尽管如此,干旱对爆发的影响在很大程度上仍未得到充分研究。非洲既容易发生干旱,也容易发生霍乱,因此需要在非洲进行更多的研究,以了解与干旱有关的霍乱动态。
在这里,我们分析了一系列环境和社会经济协变量,并拟合广义线性模型,以分析与各种干旱指标的关联,并在三种全球变化情景下对 2070 年的霍乱爆发进行预测,反映了 CO2 排放、社会经济发展和人口增长轨迹的不同。
最佳拟合模型表明,干旱是非洲霍乱爆发的一个重要危险因素,此外,人口、温度和贫困的积极影响以及淡水开采的负面影响也与霍乱爆发有关。预测结果表明,严格的排放路径和可持续发展的扩大可能会减少非洲霍乱爆发的发生,尽管这些变化在空间上存在异质性。
尽管干旱在解释最近的霍乱爆发方面具有一定作用,但未来的预测强调了可持续发展的收益有可能抵消干旱对霍乱风险的影响。未来的工作应在此基础上进一步研究,以更精细的空间尺度和潜在的非线性关系来研究干旱对霍乱的影响,特别是在那些在情景分析中霍乱变化不大的高负担国家。