Comment Old news, but hey, it's news. (Score 3, Informative) 75
The FDA has had a table of valid genetic biomarkers for medications for several years now. While many of these are cancer drugs looking at specific metatabolic or receptor issues, our old friend warfarin (a "blood thinner" with a narrow therapeutic index, a reputation for causing a lot of trouble and a genomic profile that accounts for about half of the known variation in the drug) and the pain drug codeine are on that list as well. There's even a research website devoted to genetic calculation of warfarin dosing.
Carbamazepine (Tegretol) can cause a rare life-threatening reaction called Stevens-Johnson Syndrome (Toxic Epidermal Necrolysis), but it's mostly limited to individuals with a specific Human Leukocyte Antigen (HLA-B*1502). Again, known for quite a while and a part of the basic biology of the drug.
It's a fairly well-written article, but it's kind of breathless about stuff that I was really excited about back in the '90's when my medical school teachers were really excited about it too. The best news is that the FDA has really stepped up in the past few years to make this actionable data that a practicing clinician can use.