Estradiol may exert its hepatoprotective effects through pathways such as upregulating AQP7, improving insulin resistance, inhibiting fibrosis, or regulating hepatic fatty acid metabolism,[34–36] though further research is needed to validate these in humans and link them to our observed gender-specific mediation. Here, AQP7 is linked to Insulin resistance.