The conditional F statistics can be found in Fig. 3 (panel a to panel c) and Additional file 1: Table S4-S6, which suggested weak instrument bias may occur in the MVMR analysis for NAFLD and fasting insulin. The gene discussed is INS; the disease is metabolic dysfunction-associated steatotic liver disease.