Article
Predicting pathogenicity behavior in Escherichia coli population through a state dependent model and TRS profiling.
PLoS computational biology - 1 Jan 2018
Bartoszek Krzysztof, Majchrzak Marta, Sakowski Sebastian, Kubiak-Szeligowska Anna B, Kaj Ingemar, Parniewski Pawel
Abstract excerpt
The Binary State Speciation and Extinction (BiSSE) model is a branching process based model that allows the diversification rates to be controlled by a binary trait. We develop a general approach, based on the BiSSE model, for predicting pathogenicity in bacterial populations from microsatellites profiling data. A comprehensive approach for predicting pathogenicity in E. coli populations is proposed using the...
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