Consistent with this, our findings indicate IGF-1 was markedly diminished in patients with liver cirrhosis with more severe liver disease and subsequently poorer survival outcomes, aligning with patterns identified in previous research [20]. This evidence concerns the gene IGF1 and liver disorder.