Using the same strategy incorporating 5 cytokine/inflammation markers (CCL2, CCL3, TNFα, IL6 and IL8) hierarchic cluster analysis could distinguish lean, NAFLD subgroups and decompensated NASH cirrhotics although more patients were misclassified (Fig 3B). Here, TNF is linked to metabolic dysfunction-associated steatohepatitis.