Lastly, building on the previous study showing signaling transduction regulated by BA influences CER metabolism20, our study reveals the role of CER in regulating BA metabolism, underscoring the importance of exploring the regulatory interactions between CER and other metabolic pathways to uncover broader pathophysiological roles of metabolic cross-regulation in liver diseases. The gene discussed is CBLN1; the disease is liver disorder.