Revitalizing agriculture: next-generation genotyping and-omics technologies enabling molecular prediction of resilient traits in the Solanaceae family

M Martina, V De Rosa, G Magon, A Acquadro… - Frontiers in Plant …, 2024 - frontiersin.org
This review highlights-omics research in Solanaceae family, with a particular focus on
resilient traits. Extensive research has enriched our understanding of Solanaceae genomics …

[HTML][HTML] Predicting Starch Content in Early Potato Varieties Using Neural Networks and Regression Models: A Comparative Study

M Piekutowska, P Hara, K Pentoś, T Lenartowicz… - Agronomy, 2024 - mdpi.com
Starch content serves as a crucial indicator of the quality and palatability of potato tubers. It
has become a common practice to evaluate the polysaccharide content directly in tubers …

Identification, Elucidation and Deployment of a Cytoplasmic Male Sterility System for Hybrid Potato

EJ Eggers, Y Su, E van der Poel, M Flipsen… - Biology, 2024 - mdpi.com
Simple Summary Conventional potato breeding has produced only limited genetic gain due
to the polyploid nature of the crop. In recent years, hybrid potato breeding at the diploid level …

[HTML][HTML] A Penalized Regression Method for Genomic Prediction Reduces Mismatch between Training and Testing Sets

OA Montesinos-López, CD Pulido-Carrillo… - Genes, 2024 - pmc.ncbi.nlm.nih.gov
Genomic selection (GS) is changing plant breeding by significantly reducing the resources
needed for phenotyping. However, its accuracy can be compromised by mismatches …

[PDF][PDF] Breeding is more than genetics: a non-genetic toolkit to improve hybrid potato breeding

J Stockem - 2023 - library.wur.nl
For potato, diploid hybrid breeding is a novel technology that has recently been developed.
The implementation of this technology in an efficient breeding programme raised new …