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Journal ArticleDOI

Implications of Genetic Variances in a Hybrid Breeding Program1

C. Clark Cockerham
- 01 Jan 1961 - 
- Vol. 1, Iss: 1, pp 47-52
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TLDR
The covariances for hybrids are given and then applied to considerations of the type of cross within which to select, amount of inbreeding needed in the parent lines and the importance of the order in which the lines are combined.
Abstract
FOR many years the use of commercial hybrids has been the standard procedure in corn. More recently, in other crops and in poultry, hybrids have become increasingly important. The breeder needs an objective method of deciding whether or not to produce hybrids. Even after having decided to embark on a hybrid breeding program, he is faced with many practical problems such as the amount of inbreeding needed in the inbred lines; choice of type of cross, single, three-way, or double cross, within which to select; attention that should be given to the order in which the lines are combined; estimation and interpretation of variances among crosses; and prediction of the performance of one type of cross from that of another. A framework is needed for hybrids which will lead to objective decisions. It must properly take account, and consequently must be informative, of the types of gene action. Such a framework is believed to have been developed in a study to be presented here. This study considers the covariances, in terms of genetic variances, between all possible pairs of relatives among single crosses, three-way crosses, and double crosses. Then in terms of the genetic variances and environmental variances, all of which are estimable, one can formulate comparisons. The covariances for hybrids are given and then applied to considerations of the type of cross within which to select, amount of inbreeding needed in the parent lines and the importance of the order in which the lines are combined. Applications to the problems of predicting the performance of one type of cross from that of another and of estimation are to be presented in later papers.

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Journal ArticleDOI

Beyond Genomic Prediction: Combining Different Types of omics Data Can Improve Prediction of Hybrid Performance in Maize

TL;DR: It is concluded that downstream “omics” can complement genomics for hybrid prediction, and, thereby, contribute to more efficient selection of hybrid candidates.
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Stability of Grain Yield, Endosperm Modification, and Protein Quality of Hybrid and Open-Pollinated Quality Protein Maize (QPM) Cultivars

TL;DR: Protein quality and endosperm modification score were always within expected values for QPM and tryptophan concentration in protein was the most stable trait, followed by protein concentration in grain, then endos perm modification score and finally grain yield.
Journal ArticleDOI

Maize breeding in the tropics

TL;DR: In this article, Maize breeding in the tropics is discussed. But the focus is on maize breeding and not on the whole field of maize breeding, and not only maize breeding in general.
Journal ArticleDOI

Heterosis and combining ability analysis for yield and related-yield traits in hybrid rice.

TL;DR: Analysis of variance revealed significant differences among genotypes, crosses, lines, testers and line x tester interactions for tiller number, plant height, days to 50% flowering, panicle length, number of spikelets per panicle, spikelet fertility and grain yield traits.
Journal ArticleDOI

Inter-locus interactions: a review of experimental evidence.

TL;DR: Evidence in population genetic studies has come from studies of linkage disequilibrium and co-adaptation in natural populations, and of multilocus fitness estimation and linkage diseQUilibrium and associative overdominance in experimental populations.