The ceRNA regulatory network hsa_circ_0031968/miR-3611/GCG was successfully constructed and this provided novel insights into the identification of biomarkers and the pathogenesis of LUAD. This knowledge will contribute to the early diagnosis and development of potential treatment for patients with LUAD. |