I too have had a problem finding 77 Shoe Lane in 1861 census. It was run as a coffee house by Joseph Beckwith and his 2nd wife Ann nee Bartholomew. Joseph died in Dec 1860 at number 77 but 4 months later it's just not there (and nor can Ann be traced in that census either).
Any info most welcome please !!