In the case of the pre-diagnostic markers for CD4+ T cells, the upregulated genes included ribosomal proteins (e.g. RPL39, RPL37, RPS28 and RPS21) that showed enrichments in pathways related to translation and “Infectious disease” (Figure 4B and Supplementary Table 5). This evidence concerns the gene RPS21 and infectious disease.