This work started as a proposal of complex networks investigation in Biology. Some findings in this initial topic conducted us to a more general study of the multiple facets of these networks including: data extraction of knowledge bases in network format; the generation of synthetic networks; analysis of data as networks with the proposal of new algorithms, including an original multilayer model.