 And yet, the following summer, Biden would be back on the Democratic ticket as Barack Obama's running mate. Five years later, a year into his second term as Vice President, Joe Biden's son, Beau, was diagnosed with brain cancer, believed to have been caused by exposure to burn pits while his son was serving in Iraq as a captain in the Army National Guard. Beau would die two years later.