Background: Lung cancer is one of the most common malignant tumors and the leading causes of cancer-related deaths worldwide. As a component of the nuclear division cycle 80 complex, NUF2 is a part of the conserved protein complex related to the centromere. Although the high expression of NUF2 has been reported in many different types of human cancers, no studies have conducted systematic multi-omics analysis on NUF2 in non-small cell lung cancer.Methods: In this analysis, NUF2 difference analysis in non-small cell lung cancer were evaluated in GEO, TCGA, Oncomine, UALCAN databases, and a prognosis analysis of NUF2 based on Kaplan-Meier was performed. R language was used to analyze the differential expression genes, functional Annotation and protein-protein interaction. GSEA analysis of differential expression genes were also carried out. Mechanism analysis about exploring the characteristic of NUF2, multi-omics and correlation analysis were carried out using UALCAN, cBioportal, GEPIA and TIMER.Results: The expression of NUF2 in tumor tissues was significantly higher than that in normal tissues. The analysis of TCGA and UALCAN database samples proved that NUF2 expression was connected with stage, TNM stage and smoking habits. Meanwhile, the overall survival curve also validated that high expression of NUF2 indicated poor prognosis. Furthermore, immune infiltration analysis showed NUF2 had correlation with immune cells and NUF2 altered group had a poor prognosis than unaltered group in non-small cell lung cancer.Conclusion: Our results demonstrated that data mining efficiently reveals NUF2 expression and potential regulatory mechanism in non-small cell lung cancer, laying a foundation for further study of the role of NUF2 in diagnosis and treatment in non-small cell lung cancer.