If only one side of that knee is affected, usually the inner side, a partial knee replacement surgery can be done. However, these partial replacement surgeries make people more likely to need surgical revision. In addition, even though there is less clearing of the bones and cartilage and less hardware, the surgery can sometimes be more complicated since the surgeon operates in a smaller space.