FASN exhibited a protective effect against acne (OR = 0.768, 95% CI: 0.676–0.872, p = 4.685E‐05), while TIMP4 was associated with an increased risk (OR = 1.169, 95% CI: 1.103–1.241, p = 1.956E‐07). Here, FASN is linked to acne.