Articles
Improving selection efficiency in ornamental breeding
Article number
1283_18
Pages
137 – 142
Language
English
Abstract
The ornamental breeding scheme is often clone breeding.
The greatest genetic variability exists in the seedling generation and each genotype is represented by a single plant.
During the primary selection of seedlings, the population size is drastically reduced from thousands to hundreds of genotypes.
But, as the population size is reduced, the genetic variability is reduced, too, from the seedling to the first clonal generation.
Therefore, differences between individuals become more difficult to detect.
A way to increase the precision of estimating treatment effects from augmented designs or to detect genotypic differences in spite of reduced genetic variation is to exploit the information of relatives by a family-index (Lush, 1947), which is estimated based on the intra-class correlation coefficient.
An intra-class correlation coefficient of one as the one limiting case implies that the individual performance can be fully explained based on the family background, whereas an intra-class correlation coefficient of zero, the other limiting case, indicates that the performance of individuals is independent of the family background.
When the intra-class correlation coefficient varies between zero and one, family-index selection is considered, otherwise individual selection is considered.
Therefore, the main difference between individual and family-index selection lies in the adjustment of an individual’s effect by the intra-class correlation coefficient.
Both selection methods were illustrated in Dianthus caryophyllus L. pot for flower longevity and in Dianthus caryophyllus L. cut for root quality.
In almost all cases, family-index selection outperformed individual selection in terms of heritability and can therefore increase the selection efficiency in ornamental breeding programs.
The greatest genetic variability exists in the seedling generation and each genotype is represented by a single plant.
During the primary selection of seedlings, the population size is drastically reduced from thousands to hundreds of genotypes.
But, as the population size is reduced, the genetic variability is reduced, too, from the seedling to the first clonal generation.
Therefore, differences between individuals become more difficult to detect.
A way to increase the precision of estimating treatment effects from augmented designs or to detect genotypic differences in spite of reduced genetic variation is to exploit the information of relatives by a family-index (Lush, 1947), which is estimated based on the intra-class correlation coefficient.
An intra-class correlation coefficient of one as the one limiting case implies that the individual performance can be fully explained based on the family background, whereas an intra-class correlation coefficient of zero, the other limiting case, indicates that the performance of individuals is independent of the family background.
When the intra-class correlation coefficient varies between zero and one, family-index selection is considered, otherwise individual selection is considered.
Therefore, the main difference between individual and family-index selection lies in the adjustment of an individual’s effect by the intra-class correlation coefficient.
Both selection methods were illustrated in Dianthus caryophyllus L. pot for flower longevity and in Dianthus caryophyllus L. cut for root quality.
In almost all cases, family-index selection outperformed individual selection in terms of heritability and can therefore increase the selection efficiency in ornamental breeding programs.
Authors
H. Molenaar, R. Boehm, H.-P. Piepho
Keywords
BLUP, BLUE, two-phase design, phenotypic selection, family-index selection, individual selection, ornamental breeding
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