Population structure, genetic diversity, and GWAS analyses with GBS-derived SNPs and silicodart markers unveil genetic potential for breeding and candidate genes for agronomic and root quality traits in an international sugar beet germplasm collection

Background: Knowledge about the degree of genetic diversity and population structure is crucial as it facilitates novel variations that can be used in breeding programs. Similarly, genome-wide association studies (GWAS) can reveal candidate genes controlling traits of interest. Sugar beet is a major...

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Main Authors:	Bahjat, Noor Maiwan, Yildiz, Mehtap, Nadeem, Muhammad Azhar, Morales Sanfurgo, Hugo Andres, Wohlfeiler Altavilla, Josefina, Baloch, Faheem Shehzad, Tunçtürk, Murat, Koçak, Metin, Yong, Suk Chung, Grzebelus, Dariusz, Sadık, Gökhan, Kuzğun, Cansu, Cavagnaro, Pablo
Format:	Artículo
Language:	Inglés
Published:	BMC 2025
Subjects:	Remolacha Azucarera Germoplasma Variación Genética Marcadores Genéticos Genotipado Gen Candidato Sugar Beet Beta vulgaris Germplasm Genetic Variation Genetic Markers Genotyping Candidate Genes
Online Access:	http://hdl.handle.net/20.500.12123/23808 https://bmcplantbiol.biomedcentral.com/articles/10.1186/s12870-025-06525-7 https://doi.org/10.1186/s12870-025-06525-7