Literature DB >> 24149650

Estimating genome-wide heterozygosity: effects of demographic history and marker type.

J M Miller1, R M Malenfant1, P David2, C S Davis1, J Poissant3, J T Hogg4, M Festa-Bianchet5, D W Coltman1.   

Abstract

Heterozygosity-fitness correlations (HFCs) are often used to link individual genetic variation to differences in fitness. However, most studies examining HFCs find weak or no correlations. Here, we derive broad theoretical predictions about how many loci are needed to adequately measure genomic heterozygosity assuming different levels of identity disequilibrium (ID), a proxy for inbreeding. We then evaluate the expected ability to detect HFCs using an empirical data set of 200 microsatellites and 412 single nucleotide polymorphisms (SNPs) genotyped in two populations of bighorn sheep (Ovis canadensis), with different demographic histories. In both populations, heterozygosity was significantly correlated across marker types, although the strength of the correlation was weaker in a native population compared with one founded via translocation and later supplemented with additional individuals. Despite being bi-allelic, SNPs had similar correlations to genome-wide heterozygosity as microsatellites in both populations. For both marker types, this association became stronger and less variable as more markers were considered. Both populations had significant levels of ID; however, estimates were an order of magnitude lower in the native population. As with heterozygosity, SNPs performed similarly to microsatellites, and precision and accuracy of the estimates of ID increased as more loci were considered. Although dependent on the demographic history of the population considered, these results illustrate that genome-wide heterozygosity, and therefore HFCs, are best measured by a large number of markers, a feat now more realistically accomplished with SNPs than microsatellites.

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Year:  2013        PMID: 24149650      PMCID: PMC3931164          DOI: 10.1038/hdy.2013.99

Source DB:  PubMed          Journal:  Heredity (Edinb)        ISSN: 0018-067X            Impact factor:   3.821


  34 in total

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Authors:  Jocelyn Poissant; John T Hogg; Corey S Davis; Joshua M Miller; Jillian F Maddox; David W Coltman
Journal:  BMC Genomics       Date:  2010-09-28       Impact factor: 3.969

2.  Microsatellite measures of inbreeding: a meta-analysis.

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Authors:  Wolfgang Forstmeier; Holger Schielzeth; Jakob C Mueller; Hans Ellegren; Bart Kempenaers
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5.  Reliable selfing rate estimates from imperfect population genetic data.

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Journal:  Mol Ecol       Date:  2007-06       Impact factor: 6.185

Review 6.  Genome-wide genetic marker discovery and genotyping using next-generation sequencing.

Authors:  John W Davey; Paul A Hohenlohe; Paul D Etter; Jason Q Boone; Julian M Catchen; Mark L Blaxter
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Journal:  Mol Ecol       Date:  2011-11-30       Impact factor: 6.185

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Journal:  Evolution       Date:  2011-06-28       Impact factor: 3.694

9.  Genome-wide analysis of microsatellite polymorphism in chicken circumventing the ascertainment bias.

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Journal:  PLoS One       Date:  2008-10-13       Impact factor: 3.240

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  29 in total

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3.  Identifying environmental correlates of intraspecific genetic variation.

Authors:  K A Harrisson; J D L Yen; A Pavlova; M L Rourke; D Gilligan; B A Ingram; J Lyon; Z Tonkin; P Sunnucks
Journal:  Heredity (Edinb)       Date:  2016-06-08       Impact factor: 3.821

4.  Adult survival selection in relation to multilocus heterozygosity and body size in a tropical bird species, the Zenaida dove, Zenaida aurita.

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5.  Measuring individual inbreeding in the age of genomics: marker-based measures are better than pedigrees.

Authors:  M Kardos; G Luikart; F W Allendorf
Journal:  Heredity (Edinb)       Date:  2015-03-18       Impact factor: 3.821

6.  Meiotic recombination shapes precision of pedigree- and marker-based estimates of inbreeding.

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Journal:  Heredity (Edinb)       Date:  2016-11-02       Impact factor: 3.821

7.  High-throughput sequencing reveals inbreeding depression in a natural population.

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Journal:  Proc Natl Acad Sci U S A       Date:  2014-02-28       Impact factor: 11.205

8.  Local effects drive heterozygosity-fitness correlations in an outcrossing long-lived tree.

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10.  Harnessing cross-species alignment to discover SNPs and generate a draft genome sequence of a bighorn sheep (Ovis canadensis).

Authors:  Joshua M Miller; Stephen S Moore; Paul Stothard; Xiaoping Liao; David W Coltman
Journal:  BMC Genomics       Date:  2015-05-20       Impact factor: 3.969

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