Middleton was educated at The Minster School, York before entering Trinity College, Cambridge in March 1699 [REF].
In 1710 Dr. Middleton married Sarah Morris, the daughter of Thomas Morris (died 1717) of Mount Morris, Monks Horton, Hythe, Kent, and widow of Councillor and recorder Robert Drake of Cambridge (died 1702), of the family Drake of Ash.