Despite significant progress, several challenges remain in the catalytic conversion of glucose. These include catalyst deactivation, low selectivity for desired products, and the need for harsh reaction conditions. Research is ongoing to develop more robust and selective catalysts that can operate under milder conditions. Additionally, there is a growing interest in using renewable and non-toxic catalyst materials.