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加利福尼亚州气候变暖下球孢子菌病传播季节延长:疾病动态变化的马尔可夫状态转移模型

Prolonged coccidioidomycosis transmission seasons in a warming California: a Markov state transition model of shifting disease dynamics.

作者信息

Camponuri Simon K, Head Jennifer R, Collender Philip A, Weaver Amanda K, Heaney Alexandra K, Colvin Kate A, Bhattachan Abinash, Sondermeyer-Cooksey Gail, Vugia Duc J, Jain Seema, Remais Justin V

机构信息

Division of Environmental Health Sciences, School of Public Health, University of California Berkeley, Berkeley, CA, USA.

Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA.

出版信息

J R Soc Interface. 2025 Feb;22(223):20240821. doi: 10.1098/rsif.2024.0821. Epub 2025 Feb 26.

Abstract

Coccidioidomycosis, an emerging fungal disease in the southwestern United States, exhibits pronounced seasonal transmission, yet the influence of current and future climate on the timing and duration of transmission seasons remains poorly understood. We developed a distributed-lag Markov state transition model to estimate the effects of temperature and precipitation on the timing of transmission season onset and end, analysing reported coccidioidomycosis cases ( = 72 125) in California from 2000 to 2023. Using G-computation substitution estimators, we examined how hypothetical changes in seasonal meteorology impact transmission season timing. Transitions from cooler, wetter conditions to hotter, drier conditions were found to significantly accelerate season onset. Dry conditions (10th percentile of precipitation) in the spring shifted season onset an average of 2.8 weeks (95% CI: 0.43-3.58) earlier compared with wet conditions (90th percentile of precipitation). Conversely, transitions back to cooler, wetter conditions hastened season end, with dry autumn conditions extending the season by an average of 0.69 weeks (95% CI: 0.37-1.41) compared with wet conditions. When dry conditions occurred in the spring and autumn, the transmission season extended by 3.70 weeks (95% CI: 1.23-4.22). With prolonged dry seasons expected in California with climate change, our findings suggest this shift will extend the period of elevated coccidioidomycosis risk.

摘要

球孢子菌病是美国西南部一种新出现的真菌疾病,具有明显的季节性传播特征,但目前和未来气候对传播季节的时间和持续时间的影响仍知之甚少。我们开发了一种分布滞后马尔可夫状态转移模型,以估计温度和降水对传播季节开始和结束时间的影响,分析了2000年至2023年加利福尼亚州报告的球孢子菌病病例(n = 72125)。使用G计算替代估计量,我们研究了季节性气象的假设变化如何影响传播季节的时间。从较凉爽、湿润的条件转变为较炎热、干燥的条件被发现会显著加速季节开始。与湿润条件(降水第90百分位数)相比,春季干燥条件(降水第10百分位数)使季节开始平均提前2.8周(95%置信区间:0.43 - 3.58)。相反,转变回较凉爽、湿润的条件会加速季节结束,与湿润条件相比,干燥的秋季条件使季节延长平均0.69周(95%置信区间:0.37 - 1.41)。当春季和秋季出现干燥条件时,传播季节延长3.70周(95%置信区间:1.23 - 4.22)。随着气候变化预计加利福尼亚州旱季延长,我们的研究结果表明这种转变将延长球孢子菌病风险升高的时期。

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