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. This evidence concerns the gene AIM2 and Azoospermia.