When Celgene Corp. first started marketing the drug Revlimid to treat multiple myeloma in 2006, the price was $6,195 for 21 capsules, a month's supply. By the time David Mitchell started taking Revlimid in November 2010, Celgene had bumped the price up to about $8,000 a month.