Here, we employed elastic net regularized linear regression, which was successfully applied to similar contexts [7,8], to test metabolites as predictors of antibody response (peak tularemia-specific microagglutination titer) or peak CD4+ and CD8+ T cell activation. This evidence concerns the gene CD8A and tularemia.