How does Bartolomeo have a connection with Luffy ?

I've been wondering for a while now, how Bartolomeo could be connected to Luffy.
I don't know if I'm just reading with my eyes closed and missing an obvious point or if there's actually something 'profound' that links the two...

What do you guys think ?