Due to the vital role played by lysosomes in cancer, a LRRS signature was constructed, including 8 genes, namely, CLN3, GBA, CTSA, BSG, APLN, SORT1, ANXA2, and LAPTM4B. The gene discussed is LAPTM4B; the disease is cancer.