CDROM: Classification of Duplicate gene RetentiOn Mechanisms.

Brent R Perry, Raquel Assis
Author Information
  1. Brent R Perry: Department of Biology, Pennsylvania State University, University Park, PA, 16802, USA.
  2. Raquel Assis: Department of Biology, Pennsylvania State University, University Park, PA, 16802, USA. rassis@psu.edu.

Abstract

BACKGROUND: Gene duplication is a major source of new genes that is thought to play an important role in phenotypic innovation. Though several mechanisms have been hypothesized to drive the functional evolution and long-term retention of duplicate genes, there are currently no software tools for assessing their genome-wide contributions. Thus, the evolutionary mechanisms by which duplicate genes acquire novel functions remain unclear in a number of taxa.
RESULTS: In a recent study, researchers developed a phylogenetic approach that uses gene expression data from two species to classify the mechanisms underlying the retention of duplicate genes (Proc Natl Acad Sci USA 110:1740917414, 2013). We have implemented their classification method, as well as a more generalized method, in the R package CDROM, enabling users to apply these methods to their data and gain insights into the origin of novel biological functions after gene duplication. The CDROM R package, source code, and user manual for the R package are available for download from CRAN at https://cran.rstudio.com/web/packages/CDROM/ . Additionally, the CDROM R source code, user manual for running CDROM from the source code, and sample dataset used in this manuscript can be accessed at www.personal.psu.edu/rua15/software.html .
CONCLUSIONS: CDROM is the first software package that enables genome-wide classification of the mechanisms driving the long-term retention of duplicate genes. It is user-friendly and flexible, providing researchers with a tool for studying the functional evolution of duplicate genes in a variety of taxa.

Keywords

References

  1. BMC Evol Biol. 2015;15:138 [PMID: 26173681]
  2. Genetics. 1999 Apr;151(4):1531-45 [PMID: 10101175]
  3. J Mol Evol. 1999 Aug;49(2):169-81 [PMID: 10441669]
  4. Genetics. 2005 Feb;169(2):1157-64 [PMID: 15654095]
  5. PLoS One. 2012;7(11):e50653 [PMID: 23209799]
  6. Proc Biol Sci. 1994 May 23;256(1346):119-24 [PMID: 8029240]
  7. Science. 1997 Oct 24;278(5338):631-7 [PMID: 9381173]
  8. J Mol Biol. 2001 Dec 14;314(5):1041-52 [PMID: 11743721]
  9. Genome Res. 2002 Apr;12(4):656-64 [PMID: 11932250]
  10. Genome Res. 2003 Sep;13(9):2178-89 [PMID: 12952885]
  11. J Mol Biol. 1990 Oct 5;215(3):403-10 [PMID: 2231712]
  12. Proc Natl Acad Sci U S A. 2013 Oct 22;110(43):17409-14 [PMID: 24101476]

MeSH Term

Animals
CD-ROM
Evolution, Molecular
Gene Duplication
Genes, Duplicate
Humans
Phylogeny
Software

Word Cloud

Created with Highcharts 10.0.0genesduplicateCDROMsourceRpackageGeneduplicationmechanismsevolutionretentiongenecodefunctionallong-termsoftwaregenome-widenovelfunctionstaxaresearchersexpressiondataclassificationmethodusermanualBACKGROUND:majornewthoughtplayimportantrolephenotypicinnovationThoughseveralhypothesizeddrivecurrentlytoolsassessingcontributionsThusevolutionary mechanismsacquireremainunclearnumberRESULTS:recentstudydevelopedphylogeneticapproachusestwospeciesclassifyunderlyingProcNatlAcadSciUSA110:17409174142013implementedwellgeneralizedenablingusersapplymethodsgaininsightsoriginbiologicalavailabledownloadCRANhttps://cranrstudiocom/web/packages/CDROM/Additionallyrunningsampledatasetusedmanuscriptcanaccessedwwwpersonalpsuedu/rua15/softwarehtmlCONCLUSIONS:firstenablesdrivinguser-friendlyflexibleprovidingtoolstudyinggenes invarietyCDROM:ClassificationDuplicateRetentiOnMechanismsNeofunctionalizationSubfunctionalization

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