Impact of temperatures on malaria incidence in vulnerable regions of Pakistan: empirical evidence and future projections.

IF 2.5 4区 医学 Q3 INFECTIOUS DISEASES
Syeda Hira Fatima, Farrah Zaidi, Javeria Rafiq, Dinesh Bhandari, Asad Ali, Peng Bi
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Abstract

Malaria remains a major health challenge in developing countries, with climate change intensifying its impact. Pakistan is among the most vulnerable nations. This study examines the relationship between temperature and malaria cases in two highly affected districts, Bannu and Lakki Marwat, to inform climate-adaptive interventions.We analyzed monthly malaria cases (2014-2022) from the Integrated Vector Control/Malaria Control Program in Khyber Pakhtunkhwa, combined with gridded meteorological data from Copernicus ERA5-Land. Time-series analysis using distributed lag nonlinear models and quasi-Poisson regression was applied to assess the associations.The findings suggest that as temperatures exceed 22.4°C, malaria transmission increases by 9 to 10% for every 1°C rise in both districts. In Bannu, up to 39.8% of reported malaria cases could be attributed to heat, while in Lakki Marwat, 54.1% of cases were attributable to heat. Under high emission scenarios, heat-related malaria cases could increase by 0.8 to 3.5% by the 2060s. Relationship between temperature and malaria transmission is complex and is influenced by environmental factors such as precipitation and humidity.Given Pakistan's limited healthcare infrastructure, addressing climate-driven malaria risks is urgent. Recent severe floods and malaria surges highlight the need for climate adaptation measures and strengthened healthcare systems to enhance community resilience.

温度对巴基斯坦脆弱地区疟疾发病率的影响:经验证据和未来预测。
疟疾仍然是发展中国家面临的主要健康挑战,气候变化加剧了其影响。巴基斯坦是最脆弱的国家之一。本研究考察了Bannu和Lakki Marwat这两个受影响严重的地区的温度与疟疾病例之间的关系,为气候适应干预措施提供信息。我们分析了开伯尔-普赫图赫瓦省病媒综合控制/疟疾控制规划的每月疟疾病例(2014-2022年),并结合了哥白尼ERA5-Land的网格化气象数据。采用分布滞后非线性模型和准泊松回归的时间序列分析来评估相关性。研究结果表明,当温度超过22.4℃时,这两个地区每升高1℃,疟疾传播就会增加9%至10%。在班努,高达39.8%的报告疟疾病例可归因于高温,而在Lakki Marwat, 54.1%的病例可归因于高温。在高排放情景下,到本世纪60年代,与热有关的疟疾病例可能会增加0.8%至3.5%。温度与疟疾传播之间的关系是复杂的,并受到降水和湿度等环境因素的影响。鉴于巴基斯坦医疗基础设施有限,应对气候驱动的疟疾风险迫在眉睫。最近的严重洪水和疟疾激增凸显了采取气候适应措施和加强卫生保健系统以增强社区抵御力的必要性。
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来源期刊
Epidemiology and Infection
Epidemiology and Infection 医学-传染病学
CiteScore
4.10
自引率
2.40%
发文量
366
审稿时长
3-6 weeks
期刊介绍: Epidemiology & Infection publishes original reports and reviews on all aspects of infection in humans and animals. Particular emphasis is given to the epidemiology, prevention and control of infectious diseases. The scope covers the zoonoses, outbreaks, food hygiene, vaccine studies, statistics and the clinical, social and public-health aspects of infectious disease, as well as some tropical infections. It has become the key international periodical in which to find the latest reports on recently discovered infections and new technology. For those concerned with policy and planning for the control of infections, the papers on mathematical modelling of epidemics caused by historical, current and emergent infections are of particular value.
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