“…According to incomplete data, 647 QTLs (including duplicate or redundant loci) for disease resistance to all pathogens have been reported by GWAS in barley to date utilizing a mixed linear model (MLM) analysis ( Igartua, Cantalapiedra & Casas, 2019 ), including Fusarium head blight resistance loci ( Massman et al, 2011 ; Mamo, 2015 ), stem rust resistance loci ( Turuspekov et al, 2016 ) and stripe rust resistance loci ( Belcher et al, 2018 ). Recently, GWAS was performed using the fixed and random model circulating probability unification (FarmCPU) approach to identify barley scald resistance genes ( Hautsalo et al, 2021 ) and net blotch resistance loci ( Clare et al, 2021 ). Compared with the traditional MLM analysis, the FarmCPU approach shortens the calculation time and improves the efficiency of QTL identification ( Liu et al, 2016 ).…”