You usually can not sponsor an adult sibling. It is possible if you are alone in Canada, no spouse, no other close relatives and you also have no other close relatives in other countries that you are eligible to sponsor, for example parents.
Another option would be if you are living in SK or MB and you and your brother fulfill the requirements of the PNP family stream there, then you can sponsor him under PNP.