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基于群组轨迹建模的儿童社区获得性金黄色葡萄球菌感染的时空趋势。

Space-time trends of community-onset Staphylococcus aureus infections in children: a group-based trajectory modeling approach.

机构信息

Clinical Research Center - Pediatric Clinical & Translational Research Unit, Atlanta, GA; Morehouse School of Medicine, Department of Microbiology/Biochemistry/Immunology, Atlanta, GA.

Clinical Research Center - Pediatric Clinical & Translational Research Unit, Atlanta, GA; Morehouse School of Medicine, Department of Microbiology/Biochemistry/Immunology, Atlanta, GA.

出版信息

Ann Epidemiol. 2023 Jun;82:45-53.e1. doi: 10.1016/j.annepidem.2023.03.001. Epub 2023 Mar 10.

Abstract

PURPOSE

Staphylococcus aureus (S. aureus) remains a serious cause of infections in the United States and worldwide. In the United States, methicillin-resistant S. aureus (MRSA) is the leading cause of skin and soft tissue infections. This study identifies 'best' to 'worst' infection trends from 2002 to 2016, using group-based trajectory modeling approach.

METHODS

Electronic health records of children living in the southeastern United States with S. aureus infections from 2002 to 2016 were retrospectively studied, by applying a group-based trajectory model to estimate infection trends (low, high, very high), and then assess spatial significance of these trends at the census tract level; we focused on community-onset infections and not those considered healthcare acquired.

RESULTS

Three methicillin-susceptible S. aureus (MSSA) infection trends (low, high, very high) and three MRSA trends (low, high, very high) were identified from 2002 to 2016. Among census tracts with community-onset S. aureus cases, 29% of tracts belonged to the best trend (low infection) for both methicillin-resistant S. aureus and methicillin-susceptible S. aureus; higher proportions occurring in the less densely populated areas. Race disparities were seen with the worst methicillin-resistant S. aureus infection trends and were more often in urban areas.

CONCLUSIONS

Group-based trajectory modeling identified unique trends of S. aureus infection rates over time and space, giving insight into the associated population characteristics which reflect these trends of community-onset infection.

摘要

目的

金黄色葡萄球菌(金黄色葡萄球菌)仍然是美国和全球感染的严重原因。在美国,耐甲氧西林金黄色葡萄球菌(MRSA)是皮肤和软组织感染的主要原因。本研究使用基于群组的轨迹建模方法,确定了 2002 年至 2016 年期间“最佳”至“最差”的感染趋势。

方法

对 2002 年至 2016 年居住在美国东南部的金黄色葡萄球菌感染儿童的电子健康记录进行回顾性研究,通过应用基于群组的轨迹模型来估计感染趋势(低、高、非常高),然后评估这些趋势在普查区一级的空间意义;我们专注于社区发病的感染,而不是那些被认为是医疗保健获得的感染。

结果

确定了 2002 年至 2016 年期间的三种耐甲氧西林金黄色葡萄球菌(MSSA)感染趋势(低、高、非常高)和三种耐甲氧西林金黄色葡萄球菌(MRSA)趋势(低、高、非常高)。在有社区发病金黄色葡萄球菌病例的普查区中,29%的普查区属于耐甲氧西林金黄色葡萄球菌和耐甲氧西林金黄色葡萄球菌的最佳趋势(低感染);在人口密度较低的地区,比例更高。耐甲氧西林金黄色葡萄球菌的最差感染趋势存在种族差异,而且更多发生在城市地区。

结论

基于群组的轨迹建模确定了金黄色葡萄球菌感染率随时间和空间的独特趋势,深入了解了与这些社区发病感染趋势相关的人口特征。

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