The identification of specific drugs targeting HLA-DRB5, GJB3, HSD17B13, and CD244 for various indications, such as cancer, metabolic diseases, and liver disorders, further strengthens their potential as therapeutic targets in LUAD. This evidence concerns the gene GJB3 and metabolic disease.