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越南气候敏感型疾病发病率的识别:2014年至2022年传染病发病率的纵向回顾性分析。

Identification of climate-sensitive disease incidences in vietnam: A longitudinal retrospective analysis of infectious disease rates between 2014 and 2022.

作者信息

Hoang Cuong Quoc, Huynh Nguyen Quang Phuong, Huynh Nguyen Thao Phuong, Nguyen Hieu Trung, Hoang Linh Thuy, Vu Giang Huong, Kim Woong-Ki, Nguyen Hai Duc

机构信息

Can Tho Department of Health, Viet Nam.

Can Tho Obstetrics Hospital, Viet Nam.

出版信息

Heliyon. 2025 Jan 13;11(2):e41902. doi: 10.1016/j.heliyon.2025.e41902. eCollection 2025 Jan 30.

Abstract

OBJECTIVE

There is a growing correlation between the rise in infectious diseases and climate change; however, little is known about the interactions and mixed effects of climate factors on infectious diseases.

METHOD

We conducted a retrospective longitudinal study spanning 108 consecutive months from 2014 to 2022 in Can Tho, Vietnam to identify common infectious diseases (excluding tuberculosis, HIV, and COVID-19) and their associations with climate change and determine which common diseases presented concurrently with the COVID-19 period using multivariate linear regression, receiver operating characteristic (ROC) curve analysis, Bayesian kernel machine regression (BKMR) and orthogonal partial least squares discriminant analysis.

RESULT

The five infectious diseases with the highest average incidence rates per 100,000 people were diarrhea; hand, foot, and mouth disease (HFMD); dengue fever; viral hepatitis; and influenza. Positive associations with humidity were observed for dengue fever and HFMD. Temperature was positively associated with malaria. Negative associations were found between humidity and both chickenpox and tetanus. Diarrhea (AUC = 0.79; 95 % CL = 0.70-0.87) and dengue fever (AUC = 0.74; 95 % CL = 0.62-0.83) emerged as the most influential diseases both before and during the COVID-19 period. In our BKMR analysis, we found a significant association between the combined influence of temperature and humidity and the occurrence of dengue fever and HFMD, especially when all climate factors were at or above their 60th percentile relative to their values at the 50th percentile. Temperature emerged as the primary driver associated with the occurrence of infectious diseases.

CONCLUSION

These findings underscore the importance of implementing robust surveillance, prevention, and control measures by public health authorities in Can Tho. Initiatives like vaccination campaigns, vector control programs, public education on hygiene practices, and strengthening healthcare infrastructure are crucial for mitigating the spread of infectious diseases and safeguarding public health in the region.

摘要

目的

传染病的增加与气候变化之间的关联日益增强;然而,关于气候因素对传染病的相互作用和综合影响却知之甚少。

方法

我们在越南芹苴进行了一项回顾性纵向研究,研究时间跨度为2014年至2022年连续的108个月,以确定常见传染病(不包括结核病、艾滋病毒和新冠肺炎)及其与气候变化的关联,并使用多元线性回归、受试者工作特征(ROC)曲线分析、贝叶斯核机器回归(BKMR)和正交偏最小二乘判别分析来确定哪些常见疾病与新冠肺炎时期同时出现。

结果

每10万人中平均发病率最高的五种传染病为腹泻;手足口病(HFMD);登革热;病毒性肝炎;以及流感。登革热和手足口病与湿度呈正相关。温度与疟疾呈正相关。湿度与水痘和破伤风均呈负相关。腹泻(AUC = 0.79;95% CL = 0.70 - 0.87)和登革热(AUC = 0.74;95% CL = 0.62 - 0.83)在新冠肺炎时期之前和期间均成为最具影响力的疾病。在我们的BKMR分析中,我们发现温度和湿度的综合影响与登革热和手足口病的发生之间存在显著关联,特别是当所有气候因素相对于其在第50百分位数的值处于或高于其第60百分位数时。温度成为与传染病发生相关的主要驱动因素。

结论

这些发现强调了芹苴公共卫生当局实施强有力的监测、预防和控制措施的重要性。诸如疫苗接种运动、病媒控制计划、关于卫生习惯的公众教育以及加强医疗基础设施等举措对于减轻传染病传播和保障该地区公众健康至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d5a2/11786872/55cbc34bedfd/gr1a.jpg

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