Possible (sueelainedavies & candsterry) DNA connection with BOOTH 20+ matches for Bolton, but only 4 HULME or HOLME.
John seems to have lied about his and Ann's age. Ann is consistantly 10+ younger, but its not clear when either were born.
1 Jan 1828, John Booth married Ann Holme at St Peter's, Bolton
In 1841, John and Ann (44 and 30) are at Back James Street, Bolton with Thomas (13), Calvin (7), John (2) and James (6 mo)
In 1851, John and Ann (43 & 42) are at 174 Spring Gardens, West Bolton with Thomas (22), Calvin (16), John (14), James (10), Mary Ann (7), Alice (5) and George (2).
In 1861, John a carter and Ann (54 & 42) were at 14 Howell Croft. They had Calvin (24), Mary Ann (18), Alice (16), George (13) and Jane (10).