Anderton's from England

Thomas Anderton, born Guilden Sutton, Cheshire in 1850 - married Alice ?They are shown on the 1891 census as living in Pendlebury Road, Manchester, England with their children Mary 18, Emma 16, Lilian 11, Frank 9, Tom 7, Alice 5 and Hilda 1.

I believe that some of the family emigrated to Napa Valley in the early 1900's.I would be interested to hear of any information.