We first provide some basic definitions and notations and then describe in detail, how the running sum statistics and the corresponding P-values are computed for an arbitrary biological category.2.1 Definitions and notationsBiological networks are often represented as directed graphs G = {V, E}, where the vertices (nodes) V = {v1,???, vq} represent genes, proteins or other compounds and the direct