Furthermore, ROC analysis established that CASP1, GLUL, and PYCARD have diagnostic significance for NASH, and PYCARD can also serve as a diagnostic marker for NAFLD progression. The gene discussed is CASP1; the disease is metabolic dysfunction-associated steatohepatitis.