Additionally, this study represents the first identification of a transcriptional signature associated with a reduced CD4:CD8 T cell ratio, and as such, this work may shed light on the molecular basis for how this ratio is associated with non-AIDS comorbidities in PWH. This evidence concerns the gene CD8A and AIDS.