Title
Molecular mapping and identification of quantitative trait loci for domestication traits in the field cress (Lepidium campestre L.) genome
Date Issued
01 April 2020
Access level
open access
Resource Type
journal article
Author(s)
Swedish University
Publisher(s)
Springer Nature
Abstract
Lepidium campestre (L.) or field cress is a multifaceted oilseed plant, which is not yet domesticated. Moreover, the molecular and genetic mechanisms underlying the domestication traits of field cress remain largely elusive. The overarching goal of this study is to identify quantitative trait loci (QTL) that are fundamental for domestication of field cress. Mapping and dissecting quantitative trait variation may provide important insights into genomic trajectories underlying field cress domestication. We used 7624 single nucleotide polymorphism (SNP) markers for QTL mapping in 428 F2 interspecific hybrid individuals, while field phenotyping was conducted in F2:3 segregating families. We applied multiple QTL mapping algorithms to detect and estimate the QTL effects for seven important domestication traits of field cress. Verification of pod shattering across sites revealed that the non-shattering lines declined drastically whereas the shattering lines increased sharply, possibly due to inbreeding followed by selection events. In total, 1461 of the 7624 SNP loci were mapped to eight linkage groups (LGs), spanning 571.9 cM map length. We identified 27 QTL across all LGs of field cress genome, which captured medium to high heritability, implying that genomics-assisted selection could deliver domesticated lines in field cress breeding. The use of high throughput genotyping can accelerate the process of domestication in novel crop species. This is the first QTL mapping analysis in the field cress genome that may lay a foundational framework for positional or functional QTL cloning, introgression as well as genomics-assisted breeding in field cress domestication.
Start page
579
End page
591
Volume
124
Issue
4
Language
English
OCDE Knowledge area
Bioquímica, Biología molecular
Genética, Herencia
Scopus EID
2-s2.0-85079774404
PubMed ID
Source
Heredity
ISSN of the container
0018067X
Sponsor(s)
Acknowledgements This research was supported by the “Mistra Biotech” project, a research programme financed by the Swedish foundation for strategic environmental research (MISTRA) and Swedish University of Agricultural Sciences (SLU). We thank Mulatu Geleta (SLU) for providing the hybrids of Lepidium. We thank Johan W. Ooijen (Kyazma, Netherlands) for the advises in QTL mapping. We also thank Anna Zborowska and Cecilia Gustafson for their help with DNA extraction and sending the DNA samples to Scotland. We want to thank Vehbo Hot, Nils-Ove Bertholdsson, Erik Rasmusson, Alexandra Nikolic, Lucy Clark, Ewa Magnuski and Jannie Hagman for assisting the field planting of field cress. We acknowledge Richard Talbot (Edinburgh Genomics Institute) for introducing the methodology related to Illumina iSelect genotyping. We thank Jim Holland for comments on the variance component analysis.
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