Both algorithms update the coefficients referring to the longitudinal CD4 cell profile and the variable prevOI right away and therefore see a strong connection between the risk for death and the CD4 cell count as well as whether or not a patient has AIDS. This evidence concerns the gene CD4 and AIDS.