In accordance with the results of high-throughput screening, five differentially expressed genes, i.e., CAMK2D, OPLAH, TMCC3, FLNB, and EGR1, were screened out which might be the key genes for the development of varicocele. This evidence concerns the gene OPLAH and varicocele.