Multivariate analysis of antibiograms for typing Pseudomonas aeruginosa.

M Giacca, C Monti-Bragadin
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引用次数: 6

Abstract

A method for typing Pseudomonas aeruginosa using antibiotic susceptibility patterns is presented, which allows recognition of clusters of the same strain among clinical isolates from different patients, thus indicating whether cross infection has occurred. An index of similarity (the euclidean or the oblique distance), which includes all the differences of disk zone sizes among isolates, is computed and then elaborated by a clustering algorithm that successively groups all the isolates in larger clusters. The results of clustering are presented as dendrograms, whose terminal branches are pruned down to a level below which differences are casual; isolates that still appear on a common branch are considered identical. The reliability of this technique for detecting nosocomial cross infections was assessed by comparing its results with that of serotyping and pyocin typing. Only 2 of 31 (6.4%) clusters detected by multivariate analysis were not confirmed, while 4 of 33 (12.1%) clusters were recognized by serotyping and pyocin typing, but not by multivariate analysis. In at least two instances the differences in susceptibility patterns were due to cytoplasmic R factors. The routine use of antibiogram data for typing purposes should be considered an essential part of nosocomial infection control.

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铜绿假单胞菌分型的多因素分析。
提出了一种利用抗生素敏感性模式进行铜绿假单胞菌分型的方法,该方法可以在不同患者的临床分离株中识别同一菌株的簇,从而表明是否发生交叉感染。计算相似指数(欧几里得距离或斜距),其中包括隔离株之间磁盘区域大小的所有差异,然后通过聚类算法进行细化,该算法将所有隔离株依次分组在较大的簇中。聚类的结果以树形图的形式呈现,树形图的末端分支被修剪到一个水平,低于这个水平的差异是偶然的;仍然出现在同一分支上的分离株被认为是相同的。通过与血清分型和脓毒杆菌素分型结果的比较,评估了该技术检测医院交叉感染的可靠性。31个聚类中仅有2个(6.4%)未确诊,33个聚类中有4个(12.1%)血清分型和pyocin分型均未确诊。在至少两种情况下,敏感性模式的差异是由于细胞质R因子引起的。常规使用抗生素谱数据进行分型应被视为医院感染控制的重要组成部分。
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