Conversely, in the CC cohort, a significant negative correlation between age and SUCLG1 expression was observed (Spearman correlation coefficient: −0.4248, p-value = 0.0002), suggesting that older patients with lower SUCLG1 expression may have a poorer prognosis. The gene discussed is SUCLG1; the disease is cholangiocarcinoma.