The alignment of gene expression results from tissue and blood samples, coupled with ROC curve analysis, suggests that investigating AIM-2, NLRC-4/IPAF, and IL-18 could serve as three potential biomarkers for predicting and differentiating the causes of azoospermia. Here, IL18 is linked to Azoospermia.