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Linkage Disequilibrium Patterns, Population Structure and Diversity Analysis in a Worldwide Durum Wheat Collection Including Argentinian Genotypes

Overview
Journal BMC Genomics
Publisher Biomed Central
Specialty Genetics
Date 2021 Apr 6
PMID 33820546
Citations 17
Authors
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Abstract

Background: Durum wheat (Triticum turgidum L. ssp. durum Desf. Husn) is the main staple crop used to make pasta products worldwide. Under the current climate change scenarios, genetic variability within a crop plays a crucial role in the successful release of new varieties with high yields and wide crop adaptation. In this study we evaluated a durum wheat collection consisting of 197 genotypes that mainly comprised a historical set of Argentinian germplasm but also included worldwide accessions.

Results: We assessed the genetic diversity, population structure and linkage disequilibrium (LD) patterns in this collection using a 35 K SNP array. The level of polymorphism was considered, taking account of the frequent and rare allelic variants. A total of 1547 polymorphic SNPs was located within annotated genes. Genetic diversity in the germplasm collection increased slightly from 1915 to 2010. However, a reduction in genetic diversity using SNPs with rare allelic variants was observed after 1979. However, larger numbers of rare private alleles were observed in the 2000-2009 period, indicating that a high reservoir of rare alleles is still present among the recent germplasm in a very low frequency. The percentage of pairwise loci in LD in the durum genome was low (13.4%) in our collection. Overall LD and the high (r > 0.7) or complete (r = 1) LD presented different patterns in the chromosomes. The LD increased over three main breeding periods (1915-1979, 1980-1999 and 2000-2020).

Conclusions: Our results suggest that breeding and selection have impacted differently on the A and B genomes, particularly on chromosome 6A and 2A. The collection was structured in five sub-populations and modern Argentinian accessions (cluster Q4) which were clearly differentiated. Our study contributes to the understanding of the complexity of Argentinian durum wheat germplasm and to derive future breeding strategies enhancing the use of genetic diversity in a more efficient and targeted way.

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References
1.
Zhang H, Mittal N, Leamy L, Barazani O, Song B . Back into the wild-Apply untapped genetic diversity of wild relatives for crop improvement. Evol Appl. 2016; 10(1):5-24. PMC: 5192947. DOI: 10.1111/eva.12434. View

2.
Breseghello F, Sorrells M . Association mapping of kernel size and milling quality in wheat (Triticum aestivum L.) cultivars. Genetics. 2005; 172(2):1165-77. PMC: 1456215. DOI: 10.1534/genetics.105.044586. View

3.
Balfourier F, Bouchet S, Robert S, De Oliveira R, Rimbert H, Kitt J . Worldwide phylogeography and history of wheat genetic diversity. Sci Adv. 2019; 5(5):eaav0536. PMC: 6541461. DOI: 10.1126/sciadv.aav0536. View

4.
Krattinger S, Keller B . Molecular genetics and evolution of disease resistance in cereals. New Phytol. 2016; 212(2):320-32. DOI: 10.1111/nph.14097. View

5.
Lopes M, El-Basyoni I, Baenziger P, Singh S, Royo C, Ozbek K . Exploiting genetic diversity from landraces in wheat breeding for adaptation to climate change. J Exp Bot. 2015; 66(12):3477-86. DOI: 10.1093/jxb/erv122. View