ArticleThe plant genome2023
Genomic selection and genome-wide association studies in tetraploid chipping potatoes.
Article in The plant genome, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Integrating genomic and phenomic data improves prediction of key traits in potato breeding.Horticulture research · 2026Article
- Phenomics-assisted sparse testing for potato breeding.Scientific reports · 2026Article
- Genome-wide association studies and genomics-informed breeding for tuber dormancy in tetraploid potatoes.The plant genome · 2026Article
- PotatoMASH is a cost-effective marker system for genomic prediction in potato based on short-read haplotypes.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Article
- Genome analyses and breeding of polyploid crops.Nature plants · 2025Review
- The transmission ability in a population of elite tetraploid potatoes.The plant genome · 2025Article
- Genomic prediction for potato (Solanum tuberosum) quality traits improved through image analysis.The plant genome · 2024Article
- Genetic Basis of Potato Tuber Defects and Identification of Heat-Tolerant Clones.Plants (Basel, Switzerland) · 2024Article
- The effect of marker types and density on genomic prediction and GWAS of key performance traits in tetraploid potato.Frontiers in plant science · 2024Article
- A genomic dataset integrating genotyping-by-sequencing, SolCAP array and PCR marker data on tetraploid potato advanced breeding lines.Frontiers in plant science · 2024Article
- Genetic architecture of tuber-bound free amino acids in potato and effect of growing environment on the amino acid content.Scientific reports · 2023Article
- Efficient Genomic Prediction of Yield and Dry Matter in Hybrid Potato.Plants (Basel, Switzerland) · 2023Article
- Genomic selection and genome-wide association studies in tetraploid chipping potatoes.The plant genome · 2023Article
- Variation and genetic basis of mineral content in potato tubers and prospects for genomic selection.Frontiers in plant science · 2023Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
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 progress for important traits, including those with complex inheritance by guiding the identification of the best parents and guiding selection to advance clones in the breeding program. However, the application of genomic selection in polyploid species has been challenging. In this study, we obtained breeding values of 384 chipping clones evaluated in Texas between 2017 and 2020. The mean reliability of the genomic-estimated breeding values obtained were 0.77, 0.41, 0.61, 0.71, and 0.24 for chip color, chip quality, specific gravity, vine maturity, and total yield, respectively. Potato clones with good chip quality, high yield, high specific gravity, and light-color chips were identified using a multi-trait selection index based on weighted standardized genomic-estimated breeding values. Genome-wide association studies identified quantitative trait loci on chromosome 5 for vine maturity and chromosomes 1, 3, and 7 for chip color. This research has laid the groundwork for implementing genomic selection in tetraploid potato breeding and understanding the genetic basis of chip processing traits in potatoes.
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