In our findings, we first validated MACF1 upregulation in CCA using qRT-PCR(Supplementary Fig. 4G), and noticed that lower METTL14 mRNA level exhibited stronger MACF1 expression (Fig. 5L). The gene discussed is METTL14; the disease is cholangiocarcinoma.