Imagine you go to your doctor for your annual checkup. She collects various bits of data to update your file—your weight, your heart rate and blood pressure, updates in your self-reported health, and she runs a blood test. All these data provide important information about you and your physiology. What your doctor just measured are aspects of your phenome–but there is so much more to it than those few clinical assessments.