Literature DB >> 33735184

Genetic analysis of a potato (Solanum tuberosum L.) breeding collection for southern Colombia using Single Nucleotide Polymorphism (SNP) markers.

Jhon A Berdugo-Cely1, Carolina Martínez-Moncayo2, Tulio César Lagos-Burbano3.   

Abstract

Detailed knowledge on genetic parameters such as diversity, structure, and linkage disequilibrium (LD) and identification of duplicates in a germplasm bank and/or breeding collection are essential to conservation and breeding strategies in any crop. Therefore, the potato genetic breeding collection at the Universidad de Nariño in Colombia, which is made up of diploid and tetraploid genotypes in two of the more diverse genebanks in the world, was analyzed with 8303 single nucleotide polymorphisms (SNP) from SolCAP version 1. In total, 144 genotypes from this collection were analyzed identifying an 57.2% of the polymorphic markers that allowed establishing two and three subpopulations that differentiated the diploid genotypes from the tetraploids. These subpopulations had high levels of heterozygosity and linkage disequilibrium. The diversity levels were higher in the tetraploid genotypes, while the LD levels were higher in the diploid genotypes. For the tetraploids, the genotypes from Peru had greater diversity and lower linkage disequilibrium than those from Colombia, which had slightly lower diversity and higher degrees of LD. The genetic analysis identified, adjusted and/or selected diploid and tetraploid genotypes under the following characteristics: 1) errors in classification associated with the level of ploidy; 2) presence of duplicates; and 3) genotypes with broad genetic distances and potential use in controlled hybridization processes. These analyses suggested that the potato genetic breeding collection at the Universidad de Nariño has a genetic base with a potential use in breeding programs for this crop in the Department of Nariño, in southern Colombia.

Entities:  

Year:  2021        PMID: 33735184      PMCID: PMC7971539          DOI: 10.1371/journal.pone.0248787

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


  31 in total

1.  Genetic analysis of the cultivated potato Solanum tuberosum L. Phureja Group using RAPDs and nuclear SSRs.

Authors:  M Ghislain; D Andrade; F Rodríguez; R J Hijmans; D M Spooner
Journal:  Theor Appl Genet       Date:  2006-09-14       Impact factor: 5.699

2.  Detecting the number of clusters of individuals using the software STRUCTURE: a simulation study.

Authors:  G Evanno; S Regnaut; J Goudet
Journal:  Mol Ecol       Date:  2005-07       Impact factor: 6.185

3.  adegenet 1.3-1: new tools for the analysis of genome-wide SNP data.

Authors:  Thibaut Jombart; Ismaïl Ahmed
Journal:  Bioinformatics       Date:  2011-09-16       Impact factor: 6.937

4.  Strategies for Selecting Crosses Using Genomic Prediction in Two Wheat Breeding Programs.

Authors:  Bettina Lado; Sarah Battenfield; Carlos Guzmán; Martín Quincke; Ravi P Singh; Susanne Dreisigacker; R Javier Peña; Allan Fritz; Paula Silva; Jesse Poland; Lucía Gutiérrez
Journal:  Plant Genome       Date:  2017-07       Impact factor: 4.089

Review 5.  Potatoes and human health.

Authors:  Mary Ellen Camire; Stan Kubow; Danielle J Donnelly
Journal:  Crit Rev Food Sci Nutr       Date:  2009-11       Impact factor: 11.176

Review 6.  Importance of genetic diversity assessment in crop plants and its recent advances: an overview of its analytical perspectives.

Authors:  M Govindaraj; M Vetriventhan; M Srinivasan
Journal:  Genet Res Int       Date:  2015-03-19

7.  Poppr: an R package for genetic analysis of populations with clonal, partially clonal, and/or sexual reproduction.

Authors:  Zhian N Kamvar; Javier F Tabima; Niklaus J Grünwald
Journal:  PeerJ       Date:  2014-03-04       Impact factor: 2.984

8.  Collection and Evaluation of Genetic Diversity and Population Structure of Potato Landraces and Varieties in China.

Authors:  Ying Wang; Muhammad Abdul Rehman Rashid; Xianping Li; Chunguang Yao; Lili Lu; Jianming Bai; Yanshan Li; Ningsheng Xu; Qiongfen Yang; Linhai Zhang; Glenn J Bryan; Qijun Sui; Zhechao Pan
Journal:  Front Plant Sci       Date:  2019-02-21       Impact factor: 5.753

9.  Targeted and Untargeted Approaches Unravel Novel Candidate Genes and Diagnostic SNPs for Quantitative Resistance of the Potato (Solanum tuberosum L.) to Phytophthora infestans Causing the Late Blight Disease.

Authors:  Teresa Mosquera; Maria Fernanda Alvarez; José M Jiménez-Gómez; Meki Shehabu Muktar; Maria João Paulo; Sebastian Steinemann; Jinquan Li; Astrid Draffehn; Andrea Hofmann; Jens Lübeck; Josef Strahwald; Eckhard Tacke; Hans-Reinhardt Hofferbert; Birgit Walkemeier; Christiane Gebhardt
Journal:  PLoS One       Date:  2016-06-09       Impact factor: 3.240

10.  Discriminant analysis of principal components and pedigree assessment of genetic diversity and population structure in a tetraploid potato panel using SNPs.

Authors:  Sofía I Deperi; Martín E Tagliotti; M Cecilia Bedogni; Norma C Manrique-Carpintero; Joseph Coombs; Ruofang Zhang; David Douches; Marcelo A Huarte
Journal:  PLoS One       Date:  2018-03-16       Impact factor: 3.240

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