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• W4386216836 abstract "Abstract Potato genetic improvement begins with crossing cultivars or breeding clones -often having complementary characteristics– for producing heritable variation in segregating offspring, in which phenotypic selection is used thereafter across various vegetative generations (T i ). Multi-environment, multi-trait, tetrasomic genomic best linear unbiased predictors (GBLUPs) have the potential to identify promising parents for further crossing, predict untested environments or genotypes, or purge deleterious alleles in inbred potato populations. Hence, the aim of this research was to determine whether GBLUPs may predict tuber yield across early T i within and across breeding sites in inbred (S 1 ) and hybrid (F 1 ) tetraploid potato offspring. This research used 858 breeding clones for a T 1 trial at Umeå in 2021, as well as 829 and 671 clones from the breeding population for T 2 trials during 2022 at Umeå (Norrland) and Helgegården (Skåne), in northern and southern Sweden respectively, along with their parents (S 0 ) and check cultivars. The S 1 and F 1 derived from selfing and crossing four S 0 . The experimental layout was an augmented design of 4-plant plots in the three breeding sites, in which breeding clones were non-replicated and the parents and cultivars were in all blocks in between the former. Genomic prediction ability (r) for tuber weight per plant were 0.5944 and 0.6776 in T 2 at Helgegården and Umeå, respectively, when T 1 at Umeå was the training population. On average, r was larger in inbred than in hybrid offspring at both breeding sites. There were significant differences for r among half-sib F 1 offspring at Helgegården, and among S 1 at both Helgegården and Umeå. The r was also estimated using multi-environment data (involving at least one S 1 and one F 1 ) for T 2 performance at both breeding sites. The r was strongly influenced by the genotype in both S 1 and F 1 offspring irrespective of the breeding site. GBLUPs are therefore useful for selecting breeding clones with different inbreeding levels in early stages." @default.
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• W4386216836 date "2023-08-28" @default.
• W4386216836 modified "2023-10-18" @default.
• W4386216836 title "Genomic prediction for polysomic tetraploid potato inbred and hybrid offspring" @default.
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• W4386216836 doi "https://doi.org/10.21203/rs.3.rs-3270355/v1" @default.
• W4386216836 hasPublicationYear "2023" @default.
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