Shaffer Michele L, D'Agata Erika M C, Habtemariam Daniel, Mitchell Susan L
Department of Pediatrics, University of Washington, Seattle; Center for Clinical and Translational Research, Seattle Children's Research Institute, Seattle, WA.
Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA.
Ann Epidemiol. 2016 Nov;26(11):810-815. doi: 10.1016/j.annepidem.2016.09.007. Epub 2016 Sep 23.
Methodological approaches to examine the association between antimicrobial exposure and multidrug-resistant organism (MDRO) acquisition are complex. This report's objectives are to review approaches used in and findings of prior studies in the long-term care setting, illustrate how these challenges were addressed in a recently completed large prospective study, and discuss strategies for future studies.
Key design and analytic approaches used in studies conducted since 2000 examining the association between antimicrobial exposure and MDRO acquisition in the long-term care setting were reviewed. The Study of Pathogen Resistance and Exposure to Antimicrobials in Dementia (SPREAD) in nursing home residents in Boston from 2009 to 2014 is used to illustrate how to approach these challenges.
Prior investigations reporting the association between antimicrobial exposure and MDRO acquisition vary considerably in their approaches. In SPREAD, grouped-time hazard models with complementary log-log link function were used to model acquisition accounting for clustering within facilities using generalized estimating equations and including all days of exposure before acquisition.
Future studies in these populations should make use of all available acquisition status data, incorporate the timing of antimicrobial exposure relative to acquisition, and collect detailed covariate information that facilitates examining confounding by indication.
研究抗菌药物暴露与多重耐药菌(MDRO)获得之间关联的方法学途径很复杂。本报告的目的是回顾长期护理环境中先前研究使用的方法和研究结果,说明在最近完成的一项大型前瞻性研究中如何应对这些挑战,并讨论未来研究的策略。
回顾了自2000年以来进行的研究中用于研究长期护理环境中抗菌药物暴露与MDRO获得之间关联的关键设计和分析方法。以2009年至2014年波士顿养老院居民的痴呆症病原体耐药性与抗菌药物暴露研究(SPREAD)为例,说明如何应对这些挑战。
先前报告抗菌药物暴露与MDRO获得之间关联的调查在方法上有很大差异。在SPREAD研究中,使用具有互补对数-对数链接函数的分组时间风险模型,通过广义估计方程对设施内的聚类进行建模,并纳入获得前所有暴露日的数据,以模拟MDRO的获得情况。
这些人群的未来研究应利用所有可用的获得状态数据,纳入抗菌药物暴露相对于获得的时间,并收集详细的协变量信息,以便于按指征检查混杂因素。