The KEGG analyses revealed that 16 malignant characteristics were enriched in the high-risk subgroup, such as hematopoietic cell lineage, cell adhesion molecules, insulin secretion, malaria, axon guidance, etc. (Figure 2K). Here, INS is linked to malaria.