Open AccessThe effects of crop attributes, selection, and recombination on Canadian bread wheat molecular variation
Author(s) -
Hargreaves William,
N'Daiye Amidou,
Walkowiak Sean,
Pozniak Curtis J.,
Wiebe Krystalee,
Enns Jennifer,
Lukens Lewis
Publication year - 2021
Publication title -
the plant genome
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.403
H-Index - 41
ISSN - 1940-3372
DOI - 10.1002/tpg2.20099
Subject(s) - biology , germplasm , allele , genetic diversity , genetics , linkage disequilibrium , genetic variation , single nucleotide polymorphism , quantitative trait locus , selective sweep , selection (genetic algorithm) , genotype , gene , haplotype , agronomy , population , demography , artificial intelligence , sociology , computer science
Abstract Cultivated germplasm provides an opportunity to investigate how crop agronomic traits, selection for major genes, and differences in crossing‐over rates drive patterns of allelic variation. To identify how these factors correlated with allelic variation within a collection of cultivated bread wheat ( Triticum aestivum L.), we generated genotypes for 388 accessions grown in Canada over the past 170 yr using filtered single nucleotide polymorphism (SNP) calls from an Illumina Wheat iSelect 90K SNP‐array. Entries’ breeding program, era of release, grain texture, kernel color, and growth habit contributed to allelic differentiation. Allelic diversity and linkage disequilibrium (LD) of markers flanking some major loci known to affect traits such as gluten strength, growth habit, and grain color were consistent with selective sweeps. Nonetheless, some flanking markers of major loci had low LD and high allelic diversity. Positive selection may have acted upon homoeologous genes that had significant enrichment for the gene ontology terms ‘response‐to‐auxin’ and ‘response‐to‐wounding.’ Long regions of LD, spanning approximately one‐third the length of entire chromosomes, were associated with many pericentromeric regions. These regions were also characterized by low diversity. Enhancing recombination across these regions could generate novel allele combinations to accelerate Canadian wheat improvement.