Back to Search
Start Over
Trajectories of femorotibial cartilage thickness among persons with or at risk of knee osteoarthritis : development of a prediction model to identify progressors
- Source :
- Osteoarthritis and Cartilage, 27(2), 257. W.B. Saunders Ltd
- Publication Year :
- 2019
-
Abstract
- Summary Objective There is significant variability in the trajectory of structural progression across people with knee osteoarthritis (OA). We aimed to identify distinct trajectories of femorotibial cartilage thickness over 2 years and develop a prediction model to identify individuals experiencing progressive cartilage loss. Methods We analysed data from the Osteoarthritis Initiative (OAI) (n = 1,014). Latent class growth analysis (LCGA) was used to identify trajectories of medial femorotibial cartilage thickness assessed on magnetic resonance imaging (MRI) at baseline, 1 and 2 years. Baseline characteristics were compared between trajectory-based subgroups and a prediction model was developed including those with frequent knee symptoms at baseline (n = 686). To examine clinical relevance of the trajectories, we assessed their association with concurrent changes in knee pain and incidence of total knee replacement (TKR) over 4 years. Results The optimal model identified three distinct trajectories: (1) stable (87.7% of the population, mean change −0.08 mm, SD 0.19); (2) moderate cartilage loss (10.0%, −0.75 mm, SD 0.16) and (3) substantial cartilage loss (2.2%, −1.38 mm, SD 0.23). Higher Western Ontario & McMaster Universities Osteoarthritis Index (WOMAC) pain scores, family history of TKR, obesity, radiographic medial joint space narrowing (JSN) ≥1 and pain duration ≤1 year were predictive of belonging to either the moderate or substantial cartilage loss trajectory [area under the curve (AUC) 0.79, 95% confidence interval (CI) 0.74, 0.84]. The two progression trajectories combined were associated with pain progression (OR 1.99, 95% CI 1.34, 2.97) and incidence of TKR (OR 4.34, 1.62, 11.62). Conclusions A minority of individuals follow a progressive cartilage loss trajectory which was strongly associated with poorer clinical outcomes. If externally validated, the prediction model may help to select individuals who may benefit from cartilage-targeted therapies.
- Subjects :
- 0301 basic medicine
Cartilage, Articular
Male
medicine.medical_specialty
WOMAC
Population
Biomedical Engineering
Osteoarthritis
Severity of Illness Index
03 medical and health sciences
0302 clinical medicine
Magnetic resonance imaging
Rheumatology
Predictive Value of Tests
Internal medicine
medicine
Journal Article
Humans
Clinical significance
Knee
Orthopedics and Sports Medicine
Prospective Studies
education
Arthroplasty, Replacement, Knee
Aged
030203 arthritis & rheumatology
education.field_of_study
Disease progression
business.industry
Cartilage
Middle Aged
Osteoarthritis, Knee
medicine.disease
Prognosis
Confidence interval
030104 developmental biology
medicine.anatomical_structure
Knee pain
Physical therapy
Female
medicine.symptom
Chronic Pain
business
Subjects
Details
- Language :
- English
- ISSN :
- 10634584
- Volume :
- 27
- Issue :
- 2
- Database :
- OpenAIRE
- Journal :
- Osteoarthritis and Cartilage
- Accession number :
- edsair.doi.dedup.....ce11727140721425de608db6c5934d56
- Full Text :
- https://doi.org/10.1016/j.joca.2018.09.015