The ARRB1, DPEP2, LTBP3, and RGCC associations with immune cells may be identified as markers to distinguish HIV-1 infection using bioinformatics methods, and the potential mechanism of its molecular regulation was investigated, indicating a new direction for the early diagnosis and treatment of HIV-1+. Here, LTBP3 is linked to HIV-1 infection.