To predict the probability that either ASC, IL-18, and Gal-3 contribute to the pathology of NASH, we ran binomial logistic regression models for the probability of explaining the diagnosis of NASH. Here, IL18 is linked to metabolic dysfunction-associated steatohepatitis.