Metformin improves insulin sensitivity, reduces circulating insulin and IGF-1, and increases SHBG, thereby mitigating androgen-driven acne mechanisms, as detailed by Albalat et al. and Kamboj et al. [61,62]. The gene discussed is INS; the disease is acne.