SomaticSiMu: A mutational signature simulator
AbstractSummarySomaticSiMu is an in silico simulator of mutations in genome sequences. SomaticSiMu simulates single and double base substitutions, and single base insertions and deletions in an input genomic sequence to mimic mutational signatures. The tool is the first mutational signature simulator featuring a graphical user interface, control of mutation rates, and built-in visualization tools of the simulated mutations. SomaticSiMu generates simulated FASTA sequences and mutational catalogs with imposed mutational signatures. The reliability of SomaticSiMu to simulate mutational signatures was affirmed by supervised machine learning classification of simulated sequences with different mutation types and burdens, and mutational signature extraction from simulated mutational catalogs. SomaticSiMu is useful in validating sequence classification and mutational signature extraction tools.Availability and ImplementationSomaticSiMu is written in Python 3.8.3. The open-source code, documentation, and tutorials are available at https://github.com/HillLab/SomaticSiMu under the terms of the Creative Commons Attribution 4.0 International [email protected] informationSupplementary data are appended.