is a mortgage promisary note leagally binding?

I was given a promisary note to obtain a mortgage for the actual amount to be loaned to me, after I recieved the note the loan officer tells me I don't qualify, after my credit check was good, on a stated income then they tell me I don't make enough salary. Can I leagally sue for the mortgage promised to me?