Thus, according to the definition, the rates of late HIV diagnosis (CD4 < 350 cells/μl) and advanced HIV disease (AHD) (CD4 < 200 cells/μl) were 67.89 and 35.25%, respectively, in Wuhan city in 2023. This evidence concerns the gene CD4 and mitochondrial DNA depletion syndrome 4a.