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Genome-wide association mapping in elite winter wheat breeding for yield improvement
Mirosław Tyrka1, Paweł Krajewski2, Piotr Tomasz Bednarek3
1Department of Biotechnology and Bioinformatics, Rzeszow University of Technology, Powstańców Warszawy 6, 35-959, Rzeszów, Poland. mtyrka@prz.edu.pl.
Journal of Applied Genetics
|April 29, 2023
Summary
This study identified key genomic regions influencing wheat grain yield and stability using genome-wide association studies. These findings aid in developing high-yielding wheat varieties through marker-assisted selection.
Area of Science:
- Plant genetics
- Agricultural science
- Genomics
Background:
- Grain yield (GY) is a primary target for wheat breeding programs.
- Understanding the genetic basis of GY is crucial for crop improvement.
Purpose of the Study:
- To identify major genetic determinants of grain yield in elite winter wheat.
- To associate specific genes with grain yield and yield stability.
Main Methods:
- Genome-wide association study (GWAS) on 168 elite winter wheat lines.
- Sequencing using Diversity Array Technology fragments (DArTseq) to generate 19,350 SNP and PAV markers.
- Analysis of marker-trait associations for grain yield and yield stability.
Main Results:
- Fifteen significant genomic regions associated with grain yield variation (7.9–20.3%) and yield stability (13.3%) were identified across ten wheat chromosomes.
- Three genes involved in starch biosynthesis, including two starch synthase genes and one sucrose synthase gene, were significantly associated with grain yield.
- Specific loci (QGy.rut-2B.2, QGy.rut-2D.1, and QGy.rut-3D) were linked to these starch biosynthesis genes.
Conclusions:
- The identified loci and SNP markers are valuable for marker-assisted selection to enhance wheat breeding.
- These genetic resources can be utilized for pyramiding favorable alleles to develop high-yielding wheat varieties.
- The findings contribute to improving the accuracy of genomic selection for grain yield.

