Nodes influence catalytic activity by providing specific locations where reactants can adsorb, react, and desorb. The efficiency and selectivity of a catalyst depend heavily on the characteristics of these nodes, such as their chemical composition, geometry, and electronic properties. The optimal arrangement and nature of nodes can enhance the overall reaction rate and selectivity towards desired products.