Although this study revealed the potential mechanisms of BPA-induced MASLD and provided an in-depth exploration of the crucial roles of the PI3K/AKT signaling pathway, COL1A1, COL1A2, and IGF1 in hepatic fibrosis, several limitations remain. The gene discussed is COL1A2; the disease is Hepatic fibrosis.