The information provided by completely sequenced genomes can yield insights
into the multi-level organization of organisms and their evolution. At the
lowest level of molecular organization individual enzymes are formed, ofte
n through assembly of multiple polypeptides. At a higher level, sets of enz
ymes group into metabolic networks. Much has been learned about the relatio
nship of species from phylogenetic trees comparing individual enzymes. In t
his article we extend conventional phylogenetic analysis of individual enzy
mes in different organisms to the organisms' metabolic networks. For this p
urpose we suggest a method that combines sequence information with informat
ion about the underlying reaction networks. A distance between pathways is
defined as incorporating distances between substrates and distances between
corresponding enzymes. The new analysis is applied to electron-transfer an
d amino acid biosynthesis networks yielding a more comprehensive understand
ing of similarities and differences between organisms.