and cancer driver genes (ATRX, MDC1, RIF1, APC and PCM1) showed a phosphorylation related signal transition network affecting cell proliferation ability (Fig. S3) and revealed the extreme complex nature of phosphoproteome transformation in liver cancer cells. The gene discussed is ATRX; the disease is cancer.