To determine the power of low plasma IgM titers against the P1 mimotope to predict the presence of fatty liver disease, age, gender, BMI, total IgM levels, and anti-P1 IgM levels were combined in a single logistic regression model. The gene discussed is CD40LG; the disease is fatty liver disease.