Despite the benefits, collaborative research faces challenges such as intellectual property issues, data sharing restrictions, and differences in regulatory environments. Coordinating efforts across institutions and countries can be complex, requiring clear communication, defined roles, and mutual trust. Addressing these challenges involves establishing agreements, standardizing protocols, and fostering a culture of openness and cooperation.