The comprehensive evaluation of clinical, hematological, and treatment-related variables allowed for the identification of key independent predictors of DS, including lack of prophylactic corticosteroid use, elevated peak WBC following induction, and low serum albumin levels. The gene discussed is ALB; the disease is Dravet syndrome.