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- Title
Predicting individual knee range of motion, knee pain, and walking limitation outcomes following total knee arthroplasty.
- Authors
Pua, Yong-Hao; Poon, Cheryl Lian-Li; Seah, Felicia Jie-Ting; Thumboo, Julian; Clark, Ross Allan; Tan, Mann-Hong; Chong, Hwei-Chi; Tan, John Wei-Ming; Chew, Eleanor Shu-Xian; Yeo, Seng-Jin
- Abstract
Background and purpose — Up to 20% of patients are dissatisfied after total knee arthroplasty (TKA), mainly because of pain and restricted physical function. We developed a prediction model for 6-month knee range of motion, knee pain, and walking limitations in patients undergoing TKA surgery. Patients and methods — We performed a prospective cohort study of 4,026 patients who underwent elective, primary TKA between July 2013 and July 2017. Candidate predictors included demographic, clinical, psychosocial, and preoperative outcome measures. The outcomes of interest were (i) knee extension and flexion range of motion, (ii) knee pain rated on a 5-point ordinal scale, and (iii) self-reported maximum walk time at 6 months post TKA. For each outcome, we fitted a multivariable proportional odds regression model with bootstrap internal validation. Results — At 6 months post TKA, around 5% to 20% of patients had a flexion contracture ³ 10°, range of motion < 90°, moderate to severe knee pain, or a maximum walk time £ 15 minutes. The model c-indices (the probabilities to correctly discriminate between 2 patients with different levels of follow-up TKA outcomes) when evaluating these patients were 0.71, 0.79, 0.65, and 0.76, respectively. Each postoperative outcome was strongly influenced by the same outcome measure obtained preoperatively (all p-values < 0.001). Additional statistically significant predictors were age, sex, race, education level, diabetes mellitus, preoperative use of gait aids, contralateral knee pain, and psychological distress (all p-values < 0.001). Interpretation — We have developed models to predict, for individual patients, their likely post-TKA levels of knee extension and flexion range of motion, knee pain, and walking limitations. After external validation, they can potentially be used preoperatively to identify at-risk patients and to help patients set more realistic expectations about surgical outcomes.
- Subjects
DIABETES; RANGE of motion of joints; LONGITUDINAL method; PATIENT satisfaction; PATIENTS; SURGERY; ELECTIVE surgery; TOTAL knee replacement; WALKING; SOCIOECONOMIC factors; EDUCATIONAL attainment; TREATMENT effectiveness; KNEE pain; ODDS ratio
- Publication
Acta Orthopaedica, 2019, Vol 90, Issue 2, p179
- ISSN
1745-3674
- Publication type
Article
- DOI
10.1080/17453674.2018.1560647