With advances in data collection, information technology and data science in the 21st century, the prospects of targeted disease prevention and precision healthcare have become a reality in many parts of the world. The principle on which they rely is simple and obvious: namely, that the effectiveness with which we can treat any one person depends upon the quantity, quality and variety of data we can obtain from a great number of other people.