Yes, nutrition plays a significant role in anaerobic metabolism. Adequate intake of carbohydrates is essential for maintaining glycogen stores, which are crucial for anaerobic energy production. Additionally, certain supplements like creatine can enhance the phosphocreatine system, thereby improving anaerobic performance.