Collectively, these findings indicate that activation of the GPR41/43‐CaMKII‐CREB signaling pathway in hepatocytes is an important molecular mechanism in butyrate ameliorating NAFLD induced by a Western‐style diet. Here, CREB1 is linked to metabolic dysfunction-associated steatotic liver disease.