Interestingly, we found liver fibrosis was independently linked to cardiovascular risk in advanced stages of CKM, in line with evidence that these scores can predict cardiovascular and renal events, likely reflecting the systemic nature of advanced fibrotic disease [23, 24]. Here, CKM is linked to Hepatic fibrosis.