Nonalcoholic fatty liver disease (NAFLD) is a global health dilemma. The gold standard for diagnosis is liver biopsy. Ballooned hepatocytes (BH) are histologic manifestations of hepatocellular injury and are characteristic features of steatohepatitis (SH), the more severe form of NAFLD. Definitive histologic identification of BH on routine stains, however, can be difficult. Immunohistochemical (IHC) evidence for loss of the normal hepatocytic keratins 8/18 (K8/18) can serve as an objective marker of BH. We sought to explore the utility of a K8/18 plus ubiquitin (Ub) double IHC stain for the histologic evaluation of adult NAFLD. Double IHC staining for K8/18 and Ub was analyzed using 40 adult human NAFLD core liver biopsies. Ballooned hepatocytes lack K8/18 staining (KBH) as previously shown by others, but normal size hepatocytes with keratin loss (KH) are approximately five times greater in number than KBH. KBH, KH, and Ub deposits show a zonal distribution, are positively associated with each other, and are frequently found adjacent to or intermixed with fibrous matrix. All three lesions correlate with fibrosis stage and the H&E diagnosis of SH (all p values < 0.05). Compared to H&E staining, IHC staining improves the receiver operating characteristics curve for advanced fibrosis (0.77 vs. 0.83, 0.89, and 0.89 for KBH, KH, and Ub, respectively) because IHC is more sensitive and specific for fibrogenic hepatocellular injury than H&E staining. K8/18+Ub double IHC stain improves detection of hepatocyte injury in NAFLD. Thus, it may help differentiate NASH from NAFL.