Importantly, several of these genes (e.g., IRF2, SLC38A1, CLEC2D) have been previously implicated as potential biomarkers or functional mediators in autoimmune or metabolic disorders, supporting their relevance for early detection strategies. This evidence concerns the gene CLEC2D and metabolic disease.