This improved the performance of the metabolic aging clock predictor of CRC status modestly: APL, 65.5% (62.3%, 68.5%); CRC, 12.7% (10.0%, 15.9%) (Table 2). The gene discussed is CLOCK; the disease is colorectal carcinoma.