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通过逻辑回归和生存分析确定从荷兰肉鸡中分离出的粪肠球菌菌株的抗生素耐药性变化。

Establishing the change in antibiotic resistance of Enterococcus faecium strains isolated from Dutch broilers by logistic regression and survival analysis.

作者信息

Stegeman J A, Vernooij J C M, Khalifa O A, Van den Broek J, Mevius D J

机构信息

Utrecht University, Department of Farm Animal Health, Utrecht, The Netherlands.

出版信息

Prev Vet Med. 2006 Apr 17;74(1):56-66. doi: 10.1016/j.prevetmed.2006.01.007. Epub 2006 Feb 20.

Abstract

In this study, we investigated the change in the resistance of Enterococcus faecium strains isolated from Dutch broilers against erythromycin and virginiamycin in 1998, 1999 and 2001 by logistic regression analysis and survival analysis. The E. faecium strains were isolated from caecal samples that had been randomly collected from six slaughterhouses. Moreover, between the sample collection in 1998 and the sample collection in 1999, virginiamycin and the macrolide antibiotics (of which erythromycin is a member) have been banned in The Netherlands from use in broiler feeds as growth promoter. In the logistic regression analysis we used the internationally accepted cut-off values to determine whether bacteria were resistant or not. In the survival analysis, inhibition of bacterial growth was the event and time to event was replaced by concentration of antibiotic to event. As a consequence, changes in the growth of bacteria can be tested over an entire range of concentrations and no cut-off value for resistance has to be determined. We performed the survival analysis by use of a Cox logistic model with an odds ratio (OR) for the increase of the odds of the basic hazard rate as outcome. Both the logistic regression and the survival analyses showed that resistance to erythromycin and virginiamycin decreased during the study period. In the logistic regression model the ORs associated with the fraction of bacteria inhibited by the antibiotics in 2001 as compared to 1998 were 3.76 (2.57-5.49) for erythromycin and 11.65 (7.68-17.66) for virginiamycin. The corresponding ORs from the survival analysis were lower; 2.88 (2.21-3.76) and 2.11 (1.80-2.49), respectively. The reason for the differences between the ORs of the survival analysis and the logistic regression analysis is probably because most changes in resistance included the cut-off value and logistic regression specifically examines those changes.

摘要

在本研究中,我们通过逻辑回归分析和生存分析,调查了1998年、1999年和2001年从荷兰肉鸡中分离出的粪肠球菌菌株对红霉素和维吉尼亚霉素的耐药性变化。粪肠球菌菌株是从六个屠宰场随机采集的盲肠样本中分离出来的。此外,在1998年样本采集和1999年样本采集之间,荷兰已禁止在肉鸡饲料中使用维吉尼亚霉素和大环内酯类抗生素(红霉素是其中一种)作为生长促进剂。在逻辑回归分析中,我们使用国际公认的临界值来确定细菌是否耐药。在生存分析中,细菌生长的抑制为事件,事件发生时间用抗生素浓度替代。因此,可以在整个浓度范围内测试细菌生长的变化,无需确定耐药临界值。我们使用Cox逻辑模型进行生存分析,以基本风险率增加的优势比(OR)作为结果。逻辑回归分析和生存分析均表明,在研究期间,对红霉素和维吉尼亚霉素的耐药性有所下降。在逻辑回归模型中,与2001年相比,2001年抗生素抑制的细菌比例与1998年相比,红霉素的OR为3.76(2.57 - 5.49),维吉尼亚霉素的OR为11.65(7.68 - 17.66)。生存分析的相应OR较低,分别为2.88(2.21 - 3.76)和2.11(1.80 - 2.49)。生存分析和逻辑回归分析的OR之间存在差异的原因可能是,大多数耐药性变化包括临界值,而逻辑回归专门研究这些变化。

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