GLS and cancer: In cancer carbon metabolism pathways, the Warburg effect obviously appeared in HSCC; glycolysis-related gene HK, PKM, and LDHA were upregulated; and transporter genes GLS, SLC1A5, MCT4 and GLUT1 were upregulated (Figure 5).