FLIS showed significant correlations with prothrombin time, international normalized ratio, serum albumin, total bilirubin, and CTP score, and distinguished different stages of CLD and CTP grades, which positioned it as a non-invasive imaging tool for liver function assessment. The gene discussed is F2; the disease is congenital secretory chloride diarrhea 1.