GNPNAT1 and lung cancer: 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.