CUPERTINO, Calif.—In many ways, Anne West is a typical 17-year-old California teenager. She wears her hair long. She likes to hang out with her friends. She went to the prom.

She is also analyzing her family's genome.

Having being diagnosed with a pulmonary embolism in 2003, Anne's father John decided last year to get the family's genes sequenced....