While traditional clinical parameters—such as patient age, body mass index (BMI), duration of infertility, and testicular volume—along with hormonal assessments including follicle-stimulating hormone (FSH), luteinizing hormone (LH), and inhibin B levels are used to predict sperm retrieval success, their reliability is inconsistent. This evidence concerns the gene PLOD1 and Infertility.