In summary, this study performed a detailed analysis of SCLC using bioinformatics as well as statistical methods to identify key genes and pathways, focusing on the association between co-expressed genes (PSAT1, PSRC1, COLEC12, PLLP, and HP) and SCLC. This evidence concerns the gene PSRC1 and small cell lung carcinoma.