Disk space efficient foreign key index for insert intensive scientific database?
The referencing columns don't need to be indexed at all.  If not, then some operations on the referenced table might be extremely slow (e.g. verifying that a row to be deleted on the referenced table has no referencing rows, or if it does than cascading actions to them) but if you never do those operations it wouldn't matter.