Marker-Trait Association Analysis in Horticultural Crops
A special issue of Genes (ISSN 2073-4425). This special issue belongs to the section "Plant Genetics and Genomics".
Deadline for manuscript submissions: closed (31 October 2020) | Viewed by 10670
Special Issue Editor
Special Issue Information
Dear Colleagues,
The world demand for horticultural crop is in continuous increase. Thus, to meet consumers’ expectations, novel cultivars showing enhanced agricultural traits (e.g., fruit quality, yield, resistance to biotic and abiotic stress) must be developed. To this extent, a deep understanding of the genetic basis regulating phenotypes of interest represents an important prerequisite both to understand the trait physiology and for breeding. The rapid advent of high-throughput genotyping platforms enabled the simultaneous interrogation of hundreds of thousands of single nucleotide polymorphisms (SNP) employing a dedicated array or through whole-genome resequencing (WGS) approaches. This unprecedented source of genotypic variability can be linked to phenotypes of interest through marker-trait association analysis such as: genome-wide association study (GWAS), genome selection (GS), pedigree-based analysis (PBA), and bi-parental approaches. The identification of molecular markers in strong linkage with a quantitative trait locus (QTL) provides useful insights to understand the genetic determinism of traits of agronomical relevance. Furthermore, molecular markers can represent a valuable tool for breeders for a genetic-guided seedling or parental selection. Indeed, the use of molecular markers in strong linkage with an agronomical trait allows a fast and relatively inexpensive screening of seedlings with consequent reduction in the time and space needed to develop novel cultivars showing superior phenotypic characteristics.
Dr. Mario Di Guardo
Guest Editor
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Keywords
- genome-wide association analysis
- QTL analysis
- pedigree-based analysis
- genome selection
- quantitative-trait locus
- single nucleotide polymorphism
- marker-assisted selection
- plant breeding
- fruit quality
- biotic/abiotic stress
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