Despite its advantages, NTA faces several challenges. The sheer volume of data generated can be overwhelming, requiring significant computational power and specialized expertise. Additionally, the identification of unknown compounds is often limited by the availability and comprehensiveness of reference libraries. The need for standardization and validation of NTA methods also presents a hurdle for widespread adoption.