Based on Table 3 and compound–target–signal pathway analysis, Western blot validation was performed for caspase-3, CYCS, IL1β, IL6, PPAR, RXRA, TNF, and NF-κB 65 proteins related to NAFLD in the screening pathways. Here, TNF is linked to metabolic dysfunction-associated steatotic liver disease.