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Open AccessJournal ArticleDOI

Illustration of a common framework for relating multiple typing methods by application to macrolide-resistant Streptococcus pyogenes

TLDR
A framework of measures for the quantitative assessment of correspondences between different typing methods is proposed as a first step to the global mapping of type equivalences and showed that if PFGE or MLST data are available one can confidently predict the emm type.
Abstract
The studies that correlate the results obtained by different typing methodologies rely solely on qualitative comparisons of the groups defined by each methodology. We propose a framework of measures for the quantitative assessment of correspondences between different typing methods as a first step to the global mapping of type equivalences. A collection of 325 macrolide-resistant Streptococcus pyogenes isolates associated with pharyngitis cases in Portugal was used to benchmark the proposed measures. All isolates were characterized by macrolide resistance phenotyping, T serotyping, emm sequence typing, and pulsed-field gel electrophoresis (PFGE), using SmaI or Cfr9I and SfiI. A subset of 41 isolates, representing each PFGE cluster, was also characterized by multilocus sequence typing (MLST). The application of Adjusted Rand and Wallace indices allowed the evaluation of the strength and the directionality of the correspondences between the various typing methods and showed that if PFGE or MLST data are available one can confidently predict the emm type (Wallace coefficients of 0.952 for both methods). In contrast, emm typing was a poor predictor of PFGE cluster or MLST sequence type (Wallace coefficients of 0.803 and 0.655, respectively). This was confirmed by the analysis of the larger data set available from http://spyogenes.mlst.net and underscores the necessity of performing PFGE or MLST to unambiguously define clones in S. pyogenes.

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Citations
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Journal ArticleDOI

Overview of molecular typing methods for outbreak detection and epidemiological surveillance

TL;DR: Current and new molecular typing methods for outbreak detection and epidemiological surveillance of bacterial pathogens in clinical practice are reviewed to give an overview of their specific advantages and disadvantages.
Journal ArticleDOI

Adjusted Wallace Coefficient as a Measure of Congruence between Typing Methods

TL;DR: A new coefficient, the adjusted Wallace coefficient (AW), and corresponding confidence intervals (CI) are proposed as quantitative measures of congruence between typing methods and demonstrated the advantages of AW over the Wallace coefficient.
References
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Journal ArticleDOI

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E. H. Simpson
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Journal ArticleDOI

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Journal ArticleDOI

Objective Criteria for the Evaluation of Clustering Methods

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Journal ArticleDOI

Diversity and Evenness: A Unifying Notation and Its Consequences

M. O. Hill
- 01 Mar 1973 - 
TL;DR: Three commonly used measures of diversity, Simpson's index, Shannon's entropy, and the total number of species, are related to Renyi's definition of a generalized entropy, according to which there is a continuum of possible diversity measures.
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