Disclosed are pharmaceutical compositions having a portion of aspirin for intraoral release and another aspirin for gastrointestinal release. The compositions can further include niacin. Methods of using such compositions to treat diseases or conditions suitably treated by niacin are also provided which result in reduced flushing.