CD8A and infection: Ngcobo et al. (20), in their study of examining whether pre-infection plasma cytokine concentrations predicted the rate of HIV disease progression in the same study cohort, used linear regression to assess the impact of each cytokine on viral load (VL) and the CD4:CD8 ratio in both bivariate and multivariable models.