This study proposes applying an induced smoothing method to the existing nonsmooth estimator [14] to fit the semiparametric quantile residual life regression model for data with time-varying biomarkers that are repeatedly measured, such as CD4 cell counts in the Korea HIV/AIDS cohort study. The gene discussed is CD4; the disease is AIDS.