Department of Epidemiology and Biostatistics, Mel & Enid Zuckerman College of Public Health, University of Arizona, Tucson, Arizona, USA.
Department of Epidemiology, Colorado School of Public Health, Aurora, Colorado, USA.
Environ Health Perspect. 2024 Sep;132(9):97010. doi: 10.1289/EHP14693. Epub 2024 Sep 19.
Weather variability is associated with enteric infections in people through a complex interaction of human, animal, and environmental factors. Although infections have been previously associated with precipitation and temperature, the association between precipitation and drought on campylobacteriosis has not been studied.
Using data from Arizona, Colorado, New Mexico, and counties in Utah, this ecological study aimed to assess the association between precipitation and the incidence of campylobacteriosis by county from 2009 to 2021 and to determine how this association is modified by prior drought level and animal operations.
We merged 38,782 cases of campylobacteriosis reported in 127 counties with total precipitation (in inches), temperature (in average degrees Fahrenheit), Palmer Drought Severity Index (PDSI, category), and animal census data (presence, density per square mile) by week from 2009 to 2021. Negative binomial generalized estimating equations adjusted for temperature with a 3-wk lag were used to explore the association between precipitation on campylobacteriosis with resulting incidence rate ratios (IRRs). Stratified analyses explored the association with precipitation following antecedent drought, presence of farm operations, and animal density.
A 1-in () increase in precipitation was associated with a 3% increase in campylobacteriosis reported 3 wks later (1.03; 95% CI: 1.02, 1.04) after adjusting for average temperature and PDSI. Compared with normal conditions, there were significantly more cases when precipitation followed antecedent extremely wet (1.15; 95% CI: 1.04, 1.26), very wet (1.09; 95% CI: 1.01, 1.18), moderately wet (1.06; 95% CI: 1.01, 1.12), moderate drought (1.11; 95% CI: 1.07, 1.16), and severe drought (1.06; 95% CI: 1.02, 1.11) conditions, whereas there were significantly fewer cases (0.89; 95% CI: 0.85, 0.94) for antecedent extreme drought. Compared to counties with no animal operations, counties with animal operations had significantly more cases following precipitation for every PDSI category except extreme drought. Counties with a higher density of beef cattle, goats for meat, chicken broilers, and chicken layers had significantly higher rates of campylobacteriosis following precipitation than those with no such operations, whereas those with dairy cattle and goats for milk, did not.
In this majority arid and semiarid environment, precipitation following prior wet conditions and moderate and severe drought were significantly associated with increased rates of campylobacteriosis, and only in prior extreme drought did rates decrease. Where the precipitation fell made a difference; after precipitation, counties with farm operations had significantly more cases compared to counties without farm operations. Further work should assess individual-level risk factors within environmental exposure pathways for . https://doi.org/10.1289/EHP14693.
天气变化通过人类、动物和环境因素的复杂相互作用与人类肠道感染有关。虽然以前的研究表明感染与降水和温度有关,但降水与弯曲杆菌病之间的关系尚未得到研究。
本生态研究使用来自亚利桑那州、科罗拉多州、新墨西哥州和犹他州各县的数据,评估了 2009 年至 2021 年期间降水与弯曲杆菌病发病率之间的关系,并确定了这种关系如何被先前的干旱水平和动物操作所改变。
我们将 127 个县报告的 38782 例弯曲杆菌病病例与 2009 年至 2021 年期间每周的总降水量(英寸)、温度(平均华氏度)、帕尔默干旱严重指数(PDSI,类别)和动物普查数据(存在、每平方英里密度)合并。使用调整了 3 周滞后温度的负二项式广义估计方程,探索降水与弯曲杆菌病之间的关联,得出发病率比(IRR)。分层分析探讨了与先前干旱、农场作业存在和动物密度相关的降水关联。
调整平均温度和 PDSI 后,降水每增加 1 英寸(),报告的弯曲杆菌病 3 周后增加 3%(1.03;95%置信区间:1.02,1.04)。与正常情况相比,降水紧随先前极度湿润(1.15;95%置信区间:1.04,1.26)、非常湿润(1.09;95%置信区间:1.01,1.18)、中度湿润(1.06;95%置信区间:1.01,1.12)、中度干旱(1.11;95%置信区间:1.07,1.16)和严重干旱(1.06;95%置信区间:1.02,1.11)条件时,报告的病例明显更多,而先前极端干旱时报告的病例明显更少(0.89;95%置信区间:0.85,0.94)。与没有动物作业的县相比,有动物作业的县在 PDSI 类别中,除了极端干旱外,每一个类别下的降水后都有更多的病例。与没有此类作业的县相比,那些有肉牛、肉用山羊、肉鸡和蛋鸡的县,在降水后弯曲杆菌病的发病率明显更高,而那些有奶牛和奶用山羊的县则没有。
在这个以干旱和半干旱为主的环境中,先前潮湿和中度至严重干旱后的降水与弯曲杆菌病发病率的增加显著相关,只有在先前的极端干旱时,发病率才会下降。降水的地点也有影响;与没有农场作业的县相比,有农场作业的县在降水后报告的病例明显更多。进一步的工作应该评估环境暴露途径内个体水平的风险因素,以了解弯曲杆菌病的发生情况。https://doi.org/10.1289/EHP14693.