As one of the world's most important food crops, the potato (Solanum tuberosum L.) has
spurred innovation in autotetraploid genetics, including in the use of SNP arrays to …

Genomic selection (GS) is becoming increasingly applicable to crops as the genotyping
costs continue to decrease, which makes it an attractive alternative to traditional selective …

Potato (Solanum tuberosum L.) breeders consider a large number of traits during cultivar
development and progress in conventional breeding can be slow. There is accumulating …

Key message Polypoid crop breeders can balance resources between density and
sequencing depth, dosage information and fewer highly informative SNPs recommended …

Key message Best linear unbiased prediction (BLUP), which uses pedigree to estimate
breeding values, can result in increased genetic gains for low heritability traits in …

Key message Including allele, dosage can improve genomic selection in highly polyploid
species under higher frequency of different heterozygous genotypic classes and high …

Key message Genomic prediction models for starch content and chipping quality show
promising results, suggesting that genomic selection is a feasible breeding strategy in …

Genomic prediction is a routine tool in breeding programs of most major animal and plant
species. However, its usefulness for potato breeding has not yet been evaluated in detail …

Potato is a major food crop in the United States and around the world. Most potatoes grown
in the United States are destined for processing. Genomic selection can speed up breeding …

Use of genomic prediction (GP) in tetraploid is becoming more common. Therefore, we think
it is the right time for a comparison of GP models for tetraploid potato. GP models were …