LOX and liver dysplastic nodule: This robust upregulation of secreted LOX proteins in the endothelial secretome directly validates our initial transcriptomic and cellular localization findings, strongly implicating LOX family members as key factors in endothelial-mediated oxidative stress and pathological ECM remodeling in DN.