Firstly, the cross-sectional observational design prevents establishing causal relationships between leptin and liver fibrosis, and does not allow causal inferences to be drawn; it remains possible that hyperleptinemia is a consequence rather than a determinant of liver fibrosis. This evidence concerns the gene LEP and Hepatic fibrosis.