Therefore, larger multicenter prospective studies are needed to confirm the predictive value of the Alb Change Rate and assess the impact of nutritional interventions on Alb dynamics, particularly in the context of widespread ART use and the unique clinical features of AR-NHL in China. This evidence concerns the gene ALB and non-Hodgkin lymphoma.