DNA repair processes are critical to maintaining genomic integrity. As a result, dysregulation of repair genes is likely to be linked with health implications, such as an increased prevalence of infertility and an accelerated rate of aging. We evaluated all the DNA repair genes (322 genes) by microarray. This study has provided insight into the connection between DNA repair genes, including RAD23B, OBFC2A, PMS1, UBE2V1, ERCC5, SMUG1, RFC4, PMS2L5, MMS19, SHFM1, INO80, PMS2L1, CHEK2, TRIP13, and POLD4. The microarray analysis of six human cases with different nonobstructive azoospermia revealed that RAD23B, OBFC2A, PMS1, UBE2V1, ERCC5, SMUG1, RFC4, PMS2L5, MMS19, SHFM1, and INO80 were upregulated, and expression of PMS2L1, CHEK2, TRIP13, and POLD4 was downregulated versus the normal case. For this purpose, Enrich Shiny GO, STRING, and Cytoscape online evaluation was applied to predict proteins’ functional and molecular interactions and then performed to recognize the master pathways. Functional enrichment analysis revealed that the biological process (BP) terms “base‐excision repair, AP site formation,” “nucleotide‐excision repair, DNA gap filling,” and “nucleotide‐excision repair, preincision complex assembly” was significantly overexpressed in upregulated differentially expressed genes (DEGs). BP analysis of downregulated DEGs highlighted “histone phosphorylation,” “DNA damage response, detection DNA response,” “mitotic cell cycle checkpoint signaling,“ and “double‐strand break repair.” Overrepresented molecular function (MF) terms in upregulated DEGs included “Oxidized base lesion DNA N‐glycosylase activity,” “uracil DNA N‐glycosylase activity,” “bubble DNA binding” and “DNA clamp loader activity.” Interestingly, MF investigation of downregulated DEGs showed overexpression in “heterotrimeric G‐protein complex,” “5′‐deoxyribose‐5‐phosphate lyase activity,” “minor groove of adenine‐thymine‐rich DNA binding,” and “histone kinase activity.” Our findings suggest that these genes and their interacting hub proteins could help determine the pathophysiology of germ cell abnormalities and infertility.