{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"omics_type":["Unknown"],"volume":["15"],"submitter":["Morales L"],"pubmed_abstract":["Fusarium head blight (FHB) is a devastating disease of wheat, causing yield losses, reduced grain quality, and mycotoxin contamination. Breeding can mitigate the severity of FHB epidemics, especially with genomics-assisted methods. The mechanisms underlying resistance to FHB in wheat have been extensively studied, including phenological traits and genome-wide markers associated with FHB severity. Here, we aimed to improve genomic prediction for FHB resistance across breeding programs by incorporating FHB-correlated traits and FHB-associated loci as model covariates. We combined phenotypic data on FHB severity, anthesis date, and plant height with genome-wide marker data from five Central European winter wheat breeding programs for genome-wide association studies (GWAS) and genomic predicti"],"journal":["Frontiers in plant science"],"pagination":["1454473"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC11486744"],"repository":["biostudies-literature"],"pubmed_title":["Leveraging trait and QTL covariates to improve genomic prediction of resistance to Fusarium head blight in Central European winter wheat."],"pmcid":["PMC11486744"],"pubmed_authors":["Reddy Nannuru VK","Lillemo M","Shahinnia F","Morales L","Kempf H","Holzapfel J","Akdemir D","Buerstmayr H","Neumayer A","Michel S","Loschenberger F","Stadlmeier M","Isidro-Sanchez J","Hartl L","Girard AL"],"additional_accession":[]},"is_claimable":false,"name":"Leveraging trait and QTL covariates to improve genomic prediction of resistance to Fusarium head blight in Central European winter wheat.","description":"Fusarium head blight (FHB) is a devastating disease of wheat, causing yield losses, reduced grain quality, and mycotoxin contamination. Breeding can mitigate the severity of FHB epidemics, especially with genomics-assisted methods. The mechanisms underlying resistance to FHB in wheat have been extensively studied, including phenological traits and genome-wide markers associated with FHB severity. Here, we aimed to improve genomic prediction for FHB resistance across breeding programs by incorporating FHB-correlated traits and FHB-associated loci as model covariates. We combined phenotypic data on FHB severity, anthesis date, and plant height with genome-wide marker data from five Central European winter wheat breeding programs for genome-wide association studies (GWAS) and genomic predicti","dates":{"release":"2024-01-01T00:00:00Z","publication":"2024","modification":"2025-04-04T01:11:36.101Z","creation":"2025-04-04T01:11:36.101Z"},"accession":"S-EPMC11486744","cross_references":{"pubmed":["39430891"],"doi":["10.3389/fpls.2024.1454473"]}}