Associations between Antimicrobial-Resistant Gram-Negative Infections and Climate-Related Exposure in a Tertiary Medical Center in Central Luzon, Philippines

IF 8.8
Environment & Health Pub Date : 2026-10-16 Epub Date: 2026-07-01 DOI:10.1021/envhealth.5c00842
Paul L. C. Chua, Emerald J. O’Brien, Shuhei Nomura, Sophearen Ith, Chris Fook Sheng Ng, Azenith May H. Rafanan, Julie Anne B. Cabantog, Masahiro Hashizume, Miguel Antonio Salazar
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引用次数: 0

Abstract

Antimicrobial resistance (AMR) can worsen due to climate change. Several studies from China, Europe, and the USA have reported linear associations between weather and AMR. To provide additional evidence, this epidemiological study explored the nonlinear associations of short-term (28-day prior) and long-term (annual anomaly) temperature and rainfall exposure with AMR cases and multidrug resistance (MDR) at a single hospital in Pampanga, Philippines, a province with a tropical climate and high flood risk. Robust Poisson regression was used to estimate the associations between temperature and rainfall with AMR cases and the number of resistant antibiotics across subgroups of bacteria, priority pathogens, specimens, age, sex, and season. Several nonlinear associations exhibited an inverted U-shape, suggesting that the AMR risk peaks at specific temperatures or rainfall levels before declining at extreme values. Another recurring nonlinear association was U- or J-shaped, suggesting increased MDR severity or a greater number of resistant antibiotics with low or high rainfall. These findings underscore the possibility of a more complex link between climate and AMR, warranting further investigation across more locations and settings, whenever individual records are available. Future research should integrate ecological data to elucidate the mechanisms underlying these associations.

菲律宾吕宋岛中部三级医疗中心耐药革兰氏阴性感染与气候相关暴露之间的关系
由于气候变化,抗菌素耐药性(AMR)可能会恶化。来自中国、欧洲和美国的几项研究报告了天气与抗菌素耐药性之间的线性关系。为了提供更多的证据,本流行病学研究探讨了短期(28天前)和长期(年异常)温度和降雨暴露与AMR病例和多药耐药(MDR)的非线性关系,在菲律宾邦邦加省,一个热带气候和高洪水风险的省份。使用稳健泊松回归来估计温度和降雨量与细菌亚群、优先病原体、标本、年龄、性别和季节之间的amr病例和耐药抗生素数量之间的关系。一些非线性关联呈现倒u形,表明AMR风险在特定温度或降雨水平达到峰值,然后在极端值下降。另一个反复出现的非线性关联呈U型或j型,表明低降雨量或高降雨量会增加耐多药的严重程度或增加耐药抗生素的数量。这些发现强调了气候和抗菌素耐药性之间可能存在更复杂的联系,因此有必要在更多的地点和环境中进行进一步的调查,只要有单独的记录。未来的研究应该整合生态学数据来阐明这些关联背后的机制。
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来源期刊
Environment & Health
Environment & Health 环境科学、健康科学-
自引率
0.00%
发文量
0
期刊介绍: Environment & Health a peer-reviewed open access journal is committed to exploring the relationship between the environment and human health.As a premier journal for multidisciplinary research Environment & Health reports the health consequences for individuals and communities of changing and hazardous environmental factors. In supporting the UN Sustainable Development Goals the journal aims to help formulate policies to create a healthier world.Topics of interest include but are not limited to:Air water and soil pollutionExposomicsEnvironmental epidemiologyInnovative analytical methodology and instrumentation (multi-omics non-target analysis effect-directed analysis high-throughput screening etc.)Environmental toxicology (endocrine disrupting effect neurotoxicity alternative toxicology computational toxicology epigenetic toxicology etc.)Environmental microbiology pathogen and environmental transmission mechanisms of diseasesEnvironmental modeling bioinformatics and artificial intelligenceEmerging contaminants (including plastics engineered nanomaterials etc.)Climate change and related health effectHealth impacts of energy evolution and carbon neutralizationFood and drinking water safetyOccupational exposure and medicineInnovations in environmental technologies for better healthPolicies and international relations concerned with environmental health
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