Across studies, key parameters measured include liver steatosis (via histology), serum liver enzymes (ALT/AST), pro-inflammatory cytokines (e.g., TNF-α, IL-6), insulin resistance markers, and gut microbial composition. The gene discussed is TNF; the disease is fatty liver disease.