Literature DB >> 31882400

CNVmap: A Method and Software To Detect and Map Copy Number Variants from Segregation Data.

Matthieu Falque1, Kamel Jebreen2,3, Etienne Paux4, Carsten Knaak5, Sofiane Mezmouk5, Olivier C Martin2.   

Abstract

Single nucleotide polymorphisms (SNPs) are used widely for detecting quantitative trait loci, or for searching for causal variants of diseases. Nevertheless, structural variations such as copy-number variants (CNVs) represent a large part of natural genetic diversity, and contribute significantly to trait variation. Numerous methods and softwares based on different technologies (amplicons, CGH, tiling, or SNP arrays, or sequencing) have already been developed to detect CNVs, but they bypass a wealth of information such as genotyping data from segregating populations, produced, e.g., for QTL mapping. Here, we propose an original method to both detect and genetically map CNVs using mapping panels. Specifically, we exploit the apparent heterozygous state of duplicated loci: peaks in appropriately defined genome-wide allelic profiles provide highly specific signatures that identify the nature and position of the CNVs. Our original method and software can detect and map automatically up to 33 different predefined types of CNVs based on segregation data only. We validate this approach on simulated and experimental biparental mapping panels in two maize populations and one wheat population. Most of the events found correspond to having just one extra copy in one of the parental lines, but the corresponding allelic value can be that of either parent. We also find cases with two or more additional copies, especially in wheat, where these copies locate to homeologues. More generally, our computational tool can be used to give additional value, at no cost, to many datasets produced over the past decade from genetic mapping panels.
Copyright © 2020 by the Genetics Society of America.

Entities:  

Keywords:  Copy number variation (CNV); allele frequency profiles; non-Mendelian markers; segregating populations

Mesh:

Year:  2019        PMID: 31882400      PMCID: PMC7054022          DOI: 10.1534/genetics.119.302881

Source DB:  PubMed          Journal:  Genetics        ISSN: 0016-6731            Impact factor:   4.562


  36 in total

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Journal:  Genome Res       Date:  2009-08-05       Impact factor: 9.043

4.  Modeling interference in genetic recombination.

Authors:  M S McPeek; T P Speed
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6.  Global variation in copy number in the human genome.

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8.  Shifting the limits in wheat research and breeding using a fully annotated reference genome.

Authors: 
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Journal:  PLoS One       Date:  2011-12-08       Impact factor: 3.240

10.  Genetic properties of the MAGIC maize population: a new platform for high definition QTL mapping in Zea mays.

Authors:  Matteo Dell'Acqua; Daniel M Gatti; Giorgio Pea; Federica Cattonaro; Frederik Coppens; Gabriele Magris; Aye L Hlaing; Htay H Aung; Hilde Nelissen; Joke Baute; Elisabetta Frascaroli; Gary A Churchill; Dirk Inzé; Michele Morgante; Mario Enrico Pè
Journal:  Genome Biol       Date:  2015-09-11       Impact factor: 13.583

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1.  LD-CNV: rapid and simple discovery of chromosomal translocations using linkage disequilibrium between copy number variable loci.

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