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

High Resolution Image Download MS PowerPoint Slide 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.

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Publication Details

Journal
Environment & Health
Published
2026-07-01
DOI
https://doi.org/10.1021/envhealth.5c00842
Primary Topic
Antibiotic Use and Resistance
Type
article
Field-Weighted Citation Impact
0.00
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article

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

Sophearen Ith, Miguel Antonio Salazar, Chris Fook Sheng Ng, Paul Lester Chua et al.
Environment & Health
Antibiotic Use and Resistance
article

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

Sophearen Ith, Miguel Antonio Salazar, Chris Fook Sheng Ng, Paul Lester Chua, Shuhei Nomura, Julie Anne B. Cabantog, Masahiro Hashizume, Azenith May H. Rafanan, Emerald J. O’Brien
article en

Abstract

High Resolution Image Download MS PowerPoint Slide 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.

Environment & Health
Angeles University Foundation (PH), Tohoku University (JP), Keio University (JP), National Institute of Infectious Diseases (JP), National Blood Transfusion Service (NG), Global Policy Institute (US), Nagasaki University (JP), The University of Tokyo (JP), Graduate School USA (US)
Climate action
Openalex Percentile: Top 7%
Antibiotic Use and Resistance
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