Hydroclimatic Factors Associated with Different Genotypes of Cholera Among 110 Coastal Countries: A Synthesis of Genomic, Historical, and Future Projection

Cholera outbreaks are prevalent in coastal regions, where hydroclimatic factors play a critical role. However, evidence on their associations with different genotypes remains limited, and global projection remains lacking. We compiled cholera data from EnteroBase and WHO weekly reports covering 110 coastal countries from 1980 to 2022. A generalized additive model was used to examine the associations between hydroclimatic factors and different cholera serotypes and genotypes. We further projected future cholera occurrences for each coastal country under three climate change scenarios from 2025 to 2100. During the study period, Wave 3 of O1 replaced Wave 1 as the predominant genotype of cholera, while cholera O139 remained at low levels and only occurred in Asia. At the country–year level, each 1 °C increase in sea surface temperature (SST) was significantly associated with cholera occurrence (OR: 1.032, 95% CI: 1.023 to 1.040) and Wave 3 of O1 (OR: 1.149, 95% CI: 1.097 to 1.203). Drainage density (m/km2) and coastline ratio (%) were positively related to cholera, with ORs of 1.067 (95% CI: 1.046 to 1.087) and 1.022 (95% CI: 1.019 to 1.027). For future projections, five trend patterns were identified under different emission scenarios, with most countries showing increased cholera risk due to global hydroclimatic changes, peaking under the SSP585 scenario. Our findings reveal associations between hydroclimatic factors and different cholera genotypes and project future cholera risk across coastal countries, thereby providing evidence to inform genotype-specific surveillance and targeted prevention strategies at the global scale.

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Journal
Green Health
Published
2026-02-05
DOI
https://doi.org/10.3390/greenhealth2010005
Primary Topic
Vibrio bacteria research studies
Type
article
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article

Hydroclimatic Factors Associated with Different Genotypes of Cholera Among 110 Coastal Countries: A Synthesis of Genomic, Historical, and Future Projection

Jianheng Chen, Lin Tan, Wenxuan Zhao, Dashan Zheng et al.
Green Health
Vibrio bacteria research studies
article

Hydroclimatic Factors Associated with Different Genotypes of Cholera Among 110 Coastal Countries: A Synthesis of Genomic, Historical, and Future Projection

Jianheng Chen, Lin Tan, Wenxuan Zhao, Dashan Zheng, Wanqi Wen, Biao Kan, Haijian Zhou, Bo Pang, Hualiang Lin
article en

Abstract

Cholera outbreaks are prevalent in coastal regions, where hydroclimatic factors play a critical role. However, evidence on their associations with different genotypes remains limited, and global projection remains lacking. We compiled cholera data from EnteroBase and WHO weekly reports covering 110 coastal countries from 1980 to 2022. A generalized additive model was used to examine the associations between hydroclimatic factors and different cholera serotypes and genotypes. We further projected future cholera occurrences for each coastal country under three climate change scenarios from 2025 to 2100. During the study period, Wave 3 of O1 replaced Wave 1 as the predominant genotype of cholera, while cholera O139 remained at low levels and only occurred in Asia. At the country–year level, each 1 °C increase in sea surface temperature (SST) was significantly associated with cholera occurrence (OR: 1.032, 95% CI: 1.023 to 1.040) and Wave 3 of O1 (OR: 1.149, 95% CI: 1.097 to 1.203). Drainage density (m/km2) and coastline ratio (%) were positively related to cholera, with ORs of 1.067 (95% CI: 1.046 to 1.087) and 1.022 (95% CI: 1.019 to 1.027). For future projections, five trend patterns were identified under different emission scenarios, with most countries showing increased cholera risk due to global hydroclimatic changes, peaking under the SSP585 scenario. Our findings reveal associations between hydroclimatic factors and different cholera genotypes and project future cholera risk across coastal countries, thereby providing evidence to inform genotype-specific surveillance and targeted prevention strategies at the global scale.

Green HealthVol. 2(1)
Sun Yat-sen University (CN), Chinese Center For Disease Control and Prevention (CN), Guangdong Province Environmental Monitoring Center (CN), National Institute for Communicable Disease Control and Prevention (CN)
Life below water
Openalex Percentile: Top 62%
Vibrio bacteria research studies
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