Graph Databases

A recent piece led me to Philip Howard in Bloor on Graph Databases.  An introduction. Which led me to the WP article on the same.   Obvious application of directed labeled graphs, which has a long history in analytical methods.  I can construct these with a package like CMap Tools.    Can I relate the resulting graph to a database?