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Genetic and Environmental Variation in a Commercial Breeding Program of Perennial Ryegrass

Dario Fé,M. G. Pedersen,C. S. Jensen,J. Jensen

Published 2015 in Crop Science

ABSTRACT

Implementation of genomic selection (GS) for the genetic improvement of forage crops, such as perennial ryegrass, requires the establish - ment of sufficiently large training populations with high-quality phenotype and genotype data. This paper presents estimates of genetic and environmental variance and covariance components, obtained in a training popula - tion of 1453 F2 families. These families were produced in 2001, 2003, 2005, and 2007, and they were tested at seven locations throughout Europe. Families were cultivated together with commercial varieties that were used as control. Analyses focused on forage yield (green and dry matter) and six traits scored by visual inspection (i.e., rust resistance, aftermath heading, spring growth, density, winter hardiness, and head - ing date). Data were analyzed with linear mixed models, including fixed effects (trial and control varieties, within year and location), and random effects (breeding values, pedigree or parents, repeated effects of family or parents within loca - tion, and within trial environmental effects, to recover interblock information). results showed very significant genetic variances for all traits, which provide good opportunities for future GS- based breeding programs. Forage yield showed family heritabilities of up to 0.30 across loca - tions and up to 0.60 within a location. Similar or moderately lower values were found for the other traits. In particular, the heritabilities of rust resistance and aftermath heading were very promising. Genetic correlations between traits were generally low but positive, which increases the potential for multitrait selection. D. Fe, and J. Jensen, Dep. of Molecular Biology and Genetics, Aarhus University, Blichers Alle 20, postbox 50, 8830 Tjele, Denmark; and M. Greve Pedersen and C.S. Jensen, DLF-Trifolium A/S, Research Divi -

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