ALB and immune system disorder: Low albumin levels may cause lymphocytopenia and immune disorders via increased oxidative stress, further exacerbating CRP-mediated inflammatory response; meanwhile, chronic inflammation may inhibit albumin synthesis, creating a vicious cycle.[38–41] The CALLY index quantifies this dynamic balance, providing a powerful tool to assist clinicians in developing more personalized and effective intervention strategies.