This document discusses the value of personalized medicine and some key challenges in measuring and demonstrating its value. It provides two case studies of HER2 testing for breast cancer treatment with Herceptin and gene expression profiling tests for breast cancer recurrence risk. While these show promise for personalized medicine, challenges remain around ensuring access, accuracy of tests, linking tests to treatment and outcomes, and demonstrating cost-effectiveness. Overall, measuring the value of personalized medicine requires consideration of multiple stakeholder perspectives and building an evidence base around clinical utility, economic impacts, and real-world implementation.