Literature DB >> 31632434

Probabilities of Multilocus Genotypes in SIB Recombinant Inbred Lines.

Kamel Jebreen1,2, Marianyela Petrizzelli1, Olivier C Martin1.   

Abstract

Recombinant Inbred Lines (RILs) are obtained through successive generations of inbreeding. In 1931 Haldane and Waddington published a landmark paper where they provided the probabilities of achieving any combination of alleles in 2-way RILs for 2 and 3 loci. In the case of sibling RILs where sisters and brothers are crossed at each generation, there has been no progress in treating 4 or more loci, a limitation we overcome here without much increase in complexity. In the general situation of L loci, the task is to determine 2 L probabilities, but we find that it is necessary to first calculate the 4 L "identical by descent" (IBD) probabilities that a RIL inherits at each locus its DNA from one of the four originating chromosomes. We show that these 4 L probabilities satisfy a system of linear equations that follow from self-consistency. In the absence of genetic interference-crossovers arising independently-the associated matrix can be written explicitly in terms of the recombination rates between the different loci. We provide the matrices for L up to 4 and also include a computer program to automatically generate the matrices for higher values of L. Furthermore, our framework can be generalized to recombination rates that are different in female and male meiosis which allows us to show that the Haldane and Waddington 2-locus formula is valid in that more subtle case if the meiotic recombination rate is taken as the average rate across female and male. Once the 4 L IBD probabilities are determined, the 2 L probabilities of RIL genotypes are obtained via summations of these quantities. In fine, our computer program allows to determine the probabilities of all the multilocus genotypes produced in such sibling-based RILs for L<=10, a huge leap beyond the L = 3 restriction of Haldane and Waddington.
Copyright © 2019 Jebreen, Petrizzelli and Martin.

Entities:  

Keywords:  Recombinant Inbred Line population; crossover; self-consistency; sibling mating; structure population

Year:  2019        PMID: 31632434      PMCID: PMC6781035          DOI: 10.3389/fgene.2019.00833

Source DB:  PubMed          Journal:  Front Genet        ISSN: 1664-8021            Impact factor:   4.599


  14 in total

1.  On the determination of recombination rates in intermated recombinant inbred populations.

Authors:  Christopher R Winkler; Nicole M Jensen; Mark Cooper; Dean W Podlich; Oscar S Smith
Journal:  Genetics       Date:  2003-06       Impact factor: 4.562

2.  MissForest--non-parametric missing value imputation for mixed-type data.

Authors:  Daniel J Stekhoven; Peter Bühlmann
Journal:  Bioinformatics       Date:  2011-10-28       Impact factor: 6.937

3.  Haplotype probabilities for multiple-strain recombinant inbred lines.

Authors:  Friedrich Teuscher; Karl W Broman
Journal:  Genetics       Date:  2006-12-06       Impact factor: 4.562

4.  Inbreeding and Linkage.

Authors:  J B Haldane; C H Waddington
Journal:  Genetics       Date:  1931-07       Impact factor: 4.562

5.  Haldane, Bailey, Taylor and recombinant-inbred lines.

Authors:  James F Crow
Journal:  Genetics       Date:  2007-06       Impact factor: 4.562

6.  Breeding designs for recombinant inbred advanced intercross lines.

Authors:  Matthew V Rockman; Leonid Kruglyak
Journal:  Genetics       Date:  2008-05-27       Impact factor: 4.562

7.  A general algorithm to compute multilocus genotype frequencies under various mating systems.

Authors:  F Hospital; C Dillmann; A E Melchinger
Journal:  Comput Appl Biosci       Date:  1996-12

8.  Statistical Physics Methods Provide the Exact Solution to a Long-Standing Problem of Genetics.

Authors:  Areejit Samal; Olivier C Martin
Journal:  Phys Rev Lett       Date:  2015-06-09       Impact factor: 9.161

9.  Advanced intercross lines, an experimental population for fine genetic mapping.

Authors:  A Darvasi; M Soller
Journal:  Genetics       Date:  1995-11       Impact factor: 4.562

Review 10.  Genetic dissection of complex traits.

Authors:  E S Lander; N J Schork
Journal:  Science       Date:  1994-09-30       Impact factor: 47.728

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