Despite advances, several challenges remain in studying binding sites. These include the complexity of biological systems, the transient nature of some binding interactions, and the difficulty in isolating and characterizing membrane-bound proteins. Additionally, the presence of multiple binding sites and potential cross-reactivity can complicate the interpretation of results.