Lung adenocarcinoma (LUAD), as the most common subtype of non-small cell lung cancer, is responsible for more than 500 000 deaths worldwide annually. In this study, we identify a novel microRNA-26b-5p (miR-26b-5p) and elucidated its function on LUAD. The survival rate of parent LUAD cells and radiation-resistant LUAD cells were determined using clonogenic survival assay. We overexpressed or inhibited miR-26b-5p in LUAD, and the correlation between activating transcription factor 2 (ATF2) and miR-26b-5p was determined using integrated bioinformatics analysis and dual-luciferase reporter gene assay. Exosomes derived from A549 cell lines were then detected using Western blot assay, followed by co-transfection with radiation-resistant A549R cells. LUAD tissues and serum were collected, followed by miR-26b-5p relative expression quantification using RT-qPCR. miR-26b-5p was identified as the most differentially expressed miRNA and was down-regulated in LUAD. Radiation-resistant cells were more resistant to X-radiation compared with parent cells. miR-26b-5p overexpression and X-irradiation led to enhanced radiosensitivity of LUAD cells. ATF2 was negatively targeted by miR-26b-5p. Exosomal miR-26b-5p derived from A549 cells could be transported to irradiation-resistant LUAD cells and inhibit ATF2 expression to promote DNA damage, apoptosis and radiosensitivity of LUAD cells, which was verified using serum-based miR-26b-5p. Our results show a regulatory network of miR-26b-5p on radiosensitivity of LUAD cells, which may serve as a non-invasive biomarker for LUAD.