Please check the guideline and instruction on the link (not sure on what page but it is there) : http://www.cic.gc.ca/english/information/applications/guides/EG72.asp
We included Our Joint and Wife's account as Proof of Funds. We are Meds done, so that should be ok
As long as wife is included with you, there should be no problem.