Through bioinformatics analysis and rigorous feature selection strategies, this study successfully screened three exosome RNAs (LINC00989, CXCL5, and MAP3K7CL) from blood exosome RNA expression profiles of SCLC patients as potential diagnostic biomarkers for SCLC. This evidence concerns the gene CXCL5 and small cell lung carcinoma.