For example, cancers that produce a large amount of a protein called HER-2 are likely to be susceptible to treatment with Herceptin. Similarly, a particular gene seems to control sensitivity to warfarin, a blood thinner, so knowing about an individual’s variant of that gene can help a patient’s doctor to set the right dose.