Exploratory work on scaling the H-mode threshold power with edge non-dimensional quantities was first undertaken based on the JT-60U H-mode database. Predominant edge dependence as well as the strong negative contribution of edge were found. Obtained scaling is consistent with the global parameter dependences and also satisfies the non-dimensional constraint.