Future research should integrate advanced methodologies: CRISPR-based models to dissect gene regulation and peptide presentation; single-cell transcriptomics and spatial imaging to map tissue-level interactions; and longitudinal cohorts correlating soluble HLA-E with clinical outcomes in infections such as HBV or CMV. The gene discussed is HLA-E; the disease is infection.