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). The gene discussed is RPL39; the disease is infectious disease.