Statistical genetics and evolution of quantitative traits
- 10 November 2011
- journal article
- research article
- Published by American Physical Society (APS) in Reviews of Modern Physics
- Vol. 83 (4) , 1283-1300
- https://doi.org/10.1103/revmodphys.83.1283
Abstract
The distribution and heritability of many traits depends on numerous loci in the genome. In general, the astronomical number of possible genotypes makes the system with large numbers of loci difficult to describe. Multilocus evolution, however, greatly simplifies in the limit of weak selection and frequent recombination. In this limit, populations rapidly reach quasilinkage equilibrium (QLE) in which the dynamics of the full genotype distribution, including correlations between alleles at different loci, can be parametrized by the allele frequencies. This review provides a simplified exposition of the concept and mathematics of QLE which is central to the statistical description of genotypes in sexual populations. Key results of quantitative genetics such as the generalized Fisher’s “fundamental theorem,” along with Wright’s adaptive landscape, are shown to emerge within QLE from the dynamics of the genotype distribution. This is followed by a discussion under what circumstances QLE is applicable, and what the breakdown of QLE implies for the population structure and the dynamics of selection. Understanding the fundamental aspects of multilocus evolution obtained through simplified models may be helpful in providing conceptual and computational tools to address the challenges arising in the studies of complex quantitative phenotypes of practical interest. DOI: http://dx.doi.org/10.1103/RevModPhys.83.1283 © 2011 American Physical SocietyKeywords
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This publication has 69 references indexed in Scilit:
- Correlated Evolution of Nearby Residues in Drosophilid ProteinsPLoS Genetics, 2011
- The noisy edge of traveling wavesProceedings of the National Academy of Sciences, 2010
- Dissection of genetically complex traits with extremely large pools of yeast segregantsNature, 2010
- Fitness flux and ubiquity of adaptive evolutionProceedings of the National Academy of Sciences, 2010
- Competition between recombination and epistasis can cause a transition from allele to genotype selectionProceedings of the National Academy of Sciences, 2009
- A mixability theory for the role of sex in evolutionProceedings of the National Academy of Sciences, 2008
- Widespread Genetic Incompatibility in C. Elegans Maintained by Balancing SelectionScience, 2008
- Contribution of Recombination to the Evolution of Human Immunodeficiency Viruses Expressing Resistance to Antiretroviral TreatmentJournal of Virology, 2007
- The Hill–Robertson Effect and the Evolution of RecombinationGenetics, 2006
- Darwinian Evolution Can Follow Only Very Few Mutational Paths to Fitter ProteinsScience, 2006