 She spent much of her childhood in the hospital with complications from rheumatoid arthritis, a lifelong condition.She studied painting and art history at Kings College, Durham University.Johnson was Keeper of Fine Arts the Laing Art Gallery in Newcastle-upon-Tyne from 1967, and "keeper in charge" at the Durham Light Infantry Museum and Arts Centre from 1970 to 1989.