STEMSIM: a simulator of within-strain short-term evolutionary mutations for longitudinal metagenomic data

Author:

Zhou Boyan1ORCID,Li Huilin1ORCID

Affiliation:

1. Division of Biostatistics, Department of Population Health, New York University School of Medicine , New York, NY 10016, USA

Abstract

Abstract Motivation As the resolution of metagenomic analysis increases, the evolution of microbial genomes in longitudinal metagenomic data has become a research focus. Some software has been developed for the simulation of complex microbial communities at the strain level. However, the tool for simulating within-strain evolutionary signals in longitudinal samples is still lacking. Results In this study, we introduce STEMSIM, a user-friendly command-line simulator of short-term evolutionary mutations for longitudinal metagenomic data. The input is simulated longitudinal raw sequencing reads of microbial communities or single species. The output is the modified reads with within-strain evolutionary mutations and the relevant information of these mutations. STEMSIM will be of great use for the evaluation of analytic tools that detect short-term evolutionary mutations in metagenomic data. Availability and implementation STEMSIM and its tutorial are freely available online at https://github.com/BoyanZhou/STEMSim.

Funder

National Cancer Institute

National Library of Medicine

Publisher

Oxford University Press (OUP)

Subject

Computational Mathematics,Computational Theory and Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Statistics and Probability

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