CLK3 and cholangiocarcinoma: For example, CDC-like kinase 3 (CLK3) plays a similar role in cholangiocarcinoma cells (Zhou et al. 2020), and well-known oncogenic kinases such as phosphoinositide 3-kinase (PI3K)/AKT are linked to metabolic gene expression and enzyme activity (Park et al. 2020).