CD4 and Immunodeficiency: In epidemiologic studies, a poor immune reconstitution profile (e.g., CD4+ count remaining <350–500/μL or CD4+/CD8+ ratio < 0.5) correlates with higher all-cause mortality and serious non-AIDS events, reflecting the lasting impact of immune deficiency and inflammation on overall health [5,8].