Despite its potential, metabolome research faces several challenges. These include the complexity of metabolic networks, the influence of external factors such as diet and medication, and the need for comprehensive databases for metabolite identification. Moreover, standardization in sample collection, processing, and data analysis is crucial for reproducible results.