MANTIS: An R package that simulates multilocus models of pathogen evolution

José Lourenço*, Paul S. Wikramaratna, Sunetra Gupta

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

6 Citations (Scopus)

Abstract

Background: In host-pathogen systems the development of immunity by the host places pressure on pathogens, by setting up competition between genetic variants due to the establishment of cross-protective responses. These pressures can lead to pathogen-specific, ubiquitous dynamic behaviours. Understanding the evolutionary forces that shape these patterns is one of the key goals of computationally simulated epidemiological models. Despite the contribution of such research methods in recent years to our current understanding of pathogen evolution, the availability of free software tools for the general public remains scarce. Results: We developed the Multilocus ANTIgenic Simulator (MANTIS) software package for the R statistical environment. MANTIS can simulate and analyse epidemiological time-series generated under the biological assumptions of the strain theory of host-pathogen systems by Gupta et al. Conclusions: MANTIS wraps a C/C++ ordinary-differential equations system and Runge-Kutta solver into a set of user-friendly R functions. These include routines to numerically simulate the system and others to analyse, visualize and export results. For this, the package offers its own set of time-series plotting and exportation functions. MANTIS's main goal is to serve as a free, ready-to-use academic software tool. Its open source nature further provides an opportunity for users with advanced programming skills to expand its capabilities. Here, we describe the background theory, implementation, basic functionality and usage of this package. MANTIS is freely available from http://www.eeid.ox.ac.uk/mantis under the GPL license.

Original languageEnglish
Article number176
JournalBMC Bioinformatics
Volume16
Issue number1
DOIs
Publication statusPublished - 12 Dec 2015
Externally publishedYes

Keywords

  • Evolution
  • Model
  • Multilocus
  • Pathogen
  • R package

Fingerprint

Dive into the research topics of 'MANTIS: An R package that simulates multilocus models of pathogen evolution'. Together they form a unique fingerprint.

Cite this