As described above, the ratio of CD4+ T cells to viral loads may be a useful predictor for disease progression of HIV-1 infection, our baseline data (Fig. 1d) did correlate with the disease progression data from the cohort study, the low ratio in HIV-1 mono-infection did progress faster than HIV/HCV group with higher ratio. This evidence concerns the gene CD4 and infection.