MAPPING IMMUNOLOGICAL LANDSCAPE IN DECOMPENSATED CIRRHOSIS PROGRESSION THROUGH MULTINOMIAL AND ORDINAL REGRESSION ANALYSIS
<div><p><strong>Background</strong>: Systemic inflammation is known as a major role in pathogenesis of acute-on-chronic liver failure (ACLF) from cross-sectional studies, but its detailed impacts on the dynamic trajectory of this disease from the absence of organ dysfunction (OD) to onset of OD, organ failure (OF) and eventual ACLF remains poorly understood due to challenges in collecting data and samples from individuals. Multinomial and ordinal regression analyses are useful tools to circumvent the limitation intrinsic to cross-sectional studies in cirrhosis.