In 2008, Younossi et al. created two algorithms, the first incorporated apoptosis markers and adipokines, such as CK-18 and resistin and was found to have an area under the ROC curves of 0.73–0.91 for NASH. This evidence concerns the gene RETN and metabolic dysfunction-associated steatohepatitis.