For Lung cancer dataset, several genes detected by the proposed gsslasso method, such as VDAC1, EHHADH, ACAT2, KIT, CCND1, PIK3R1, NRAS, GNPNAT1, and KYNU, were also detected by other method. The gene discussed is CCND1; the disease is lung cancer.