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MutEnricher: a flexible toolset for somatic mutation enrichment analysis of tumor whole genomes
- Source :
- BMC Bioinformatics, BMC Bioinformatics, Vol 21, Iss 1, Pp 1-8 (2020)
- Publication Year :
- 2020
- Publisher :
- Springer Science and Business Media LLC, 2020.
-
Abstract
- Background Analysis of somatic mutations from tumor whole exomes has fueled discovery of novel cancer driver genes. However, ~ 98% of the genome is non-coding and includes regulatory elements whose normal cellular functions can be disrupted by mutation. Whole genome sequencing (WGS), on the other hand, allows for identification of non-coding somatic variation and expanded estimation of background mutation rates, yet fewer computational tools exist for specific interrogation of this space. Results We present MutEnricher, a flexible toolset for investigating somatic mutation enrichment in both coding and non-coding genomic regions from WGS data. MutEnricher contains two distinct modules for these purposes that provide customizable options for calculating sample- and feature-specific background mutation rates. Additionally, both MutEnricher modules calculate feature-level and local, or “hotspot,” somatic mutation enrichment statistics. Conclusions MutEnricher is a flexible software package for investigating somatic mutation enrichment that is implemented in Python, is freely available, can be efficiently parallelized, and is highly configurable to researcher's specific needs. MutEnricher is available online at https://github.com/asoltis/MutEnricher.
- Subjects :
- Mutation rate
Computer science
Somatic cell
Computational biology
lcsh:Computer applications to medicine. Medical informatics
medicine.disease_cause
Biochemistry
Genome
03 medical and health sciences
0302 clinical medicine
Germline mutation
Structural Biology
Neoplasms
medicine
Humans
Promoter Regions, Genetic
lcsh:QH301-705.5
Molecular Biology
Gene
Exome sequencing
030304 developmental biology
Whole genome sequencing
0303 health sciences
Mutation
Whole Genome Sequencing
Genome, Human
Applied Mathematics
Computer Science Applications
lcsh:Biology (General)
Mutation (genetic algorithm)
lcsh:R858-859.7
DNA microarray
Software
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 14712105
- Volume :
- 21
- Database :
- OpenAIRE
- Journal :
- BMC Bioinformatics
- Accession number :
- edsair.doi.dedup.....d796ed9eb1fd1e9dc719831c0917de76
- Full Text :
- https://doi.org/10.1186/s12859-020-03695-z