To further confirm these results, we then built linear and elastic net models with identical combinations of explanatory variables, and found that, as expected given the logistic regression results described above, adding VEGFB increased the goodness of fit across all model types and NAFLD phenotypes over the serum TGs alone. Here, VEGFB is linked to metabolic dysfunction-associated steatotic liver disease.