 It is of high importance to understand the origin of single atom Fe and for activity in oxygen reduction reaction. Here, the authors provide a model to understand the catalytic activity of Fe and foresight from the spatial structure and energy level of the frontier orbitals by density functional theory calculations. This article was authored by Kang Liu, Junwei Fu, Yang Lin, and others.