In a study conducted at Dhaka Medical College Hospital (DMCH), researchers discovered that out of 40 women with acne, 11 (27.5%) were diagnosed with PCOS, eight (20%) exhibited PCOS features on ultrasound, and 10 women had an elevated LH to FSH ratio [16]. This evidence concerns the gene PLOD1 and acne.