Its my view and sharing it !
Your brother in US and you being in Canada ( Assuming no more siblings ) and their travel after you immigrated ( 8 months) along with back to back applications ( Time gap I am not aware) after first rejection shows desperation to me .
Did you applied GCMS notes After...