Columbus's home town (5)
I believe the answer is:
'columbus's home town' is the definition.
(I've seen this in another clue)
This is all the clue.
(Other definitions for genoa that I've seen before include "Seaport in northwestern Italy" , "North Italian port" , "City of Italy" , "Cake type; foresail" , "NW Italian sea port" .)