Vice President Mike Pence and his wife Karen, Presidential candidate Joe Biden, Biden's running mate Kamala Harris, Biden's wife Jill Biden, Attorney General William Barr, and Trump Supreme Court nominee Amy Coney Barrett all tested negative in the day following public revelation of the outbreak. 