Introduction to biological networks and methods for their analysis Analysis of Biological Networks is the first book of its kind to provide readers with a comprehensive introduction to the analysis of biological tissue structure at the interface of biology and computer science. The book begins with a brief overview of biological networks and graph theory / graph algorithms and continue to explore: global network properties, network centralities, network motifs, network clustering, Petri nets, signal transduction and gene regulatory networks, protein interaction networks, metabolic networks, phylogenetic networks, ecological networks, and network correlation.