By combining multiparametric immunology and advanced statistical bioinformatics, we conclude that the combined expression of the inhibitory receptors TIGIT and PD-1 early in chronic HIV infection is likely to diminish the efficacy of the HIV-specific CD8 T cells. This evidence concerns the gene PDCD1 and HIV infectious disease.