“…Also, the associations between candidate genes and egg production and egg quality traits have been confirmed in chickens (Cui et al, 2006;Li et al, 2009;Xu et al, 2011a,b;Zhu and Jiang, 2014;Ngu et al, 2015;Vu and Ngu 2016;Charoensook et al, 2016;Osman et al, 2017;Nguyen et al, 2018;Azmal et al, 2019;Bhattacharya et al, 2019). In the last two decades, several studies have reported the associations of immune genes with immune response, bacterial burden and antibody titers against Salmonella in chickens (Zhou et al, 2001;Lamont et al, 2002;Kramer et al, 2003;Liu and Lamont, 2003;Malek and Lamont, 2003;Zhou and Lamont, 2003a;Malek et al, 2004;Ahmed, 2010;Cahyadi et al, 2013;Khatab et al, 2017;Saleh et al, 2020bSaleh et al, , 2021. GWAS results have been shown that this GWAS approach could be useful in selection for phenotypic performance using customized gene chips (Moser et al, 2009;Xu et al, 2013;Yuan et al, 2015;Gianola et al, 2016;Psifidi et al, 2016;Fan et al, 2017;Pértille et al, 2017;Azmal et al, 2019;Kudinov et al, 2019;Liu et al, 2019;Qu et al, 2019).…”