Apart from Spouse, Children,Parents/Grandparents, CIC allows citizens or permanent residents to sponsor 'other' relatives if one does not have any one of the above. As per CIC:-
You can sponsor:
•brothers or sisters, nephews or nieces, granddaughters or grandsons who are orphaned, under 18...