Diagnostic accuracy of magnetic resonance imaging (MRI) for symptomatic knee osteoarthritis: a scoping review
Related Experiment Video
Updated: May 11, 2026

Software-Assisted Quantitative Measurement of Osteoarthritic Subchondral Bone Thickness
Published on: March 18, 2022
Abdulrauf Albahloul Salim Salamah1, Antonio Jesús Láinez Ramos-Bossini2,3,4, Khalid Saeed Khan5
1International School for Postgraduate Studies, University of Granada, Granada, Spain.
Background:
In recent years, significant progress in the diagnosis of knee osteoarthritis (OA) has been made due to advancements in imaging techniques, especially magnetic resonance imaging (MRI). However, the diagnostic accuracy of MRI for knee OA lacks agreement in the literature due to limitations such as heterogeneous reference standards and suboptimal methodological assessment tools. This scoping review systematically collated the literature on the accuracy of MRI in diagnosing symptomatic knee OA and evaluated its methodological quality using a novel tool.
Methods:
A comprehensive search was conducted across seven electronic databases to identify systematic reviews, with or without meta-analyses, published until May 30, 2024. Selected articles were systematic reviews on test accuracy of MRI for knee OA, whose methodological quality was assessed using a tailored version of the A Measurement Tool to Assess Systematic Reviews (AMSTAR) 2 tool, and the test accuracy performance summarized.
Results:
The search yielded 8,586 records of which 73 full-text articles were assessed for eligibility. We included 3 systematic reviews with a total of 99 original studies (7,530 participants). The methodological quality assessment of the reviews revealed common deficiencies in research questions and inclusion criteria components (2/3, 66.7%), protocol registration (2/3, 66.7%), use of statistical methods (1/3, 33.3%), and risk of bias assessment (2/3, 66.7%). The reference standards used were histology (1/3, 33.3%), radiography (1/3, 33.3%), computed tomography (1/3, 33.3%), clinical evaluation (1/3, 33.3%) and direct visual inspection (1/3, 33.3%), open surgery (1/3, 33.3%) and arthroscopy (3/3, 100%). In two reviews with meta-analysis the accuracy of MRI was: sensitivity 61% [95% confidence interval (CI), 53-68%] and specificity 82% (95% CI, 77-87%) (low methodological quality); and sensitivity 74% (95% CI, 71-77%) and specificity 95% (95% CI, 94-95%) (high methodological quality). In the third systematic review, without meta-analysis, the MRI sensitivity and specificity ranged from 26% to 96% and from 50% to 100%, respectively (critically low methodological quality).
Conclusions:
This scoping review highlights the heterogeneity and gaps in methodological quality of the literature regarding the accuracy of MRI in diagnosing knee OA. Our adaptation of AMSTAR 2 will help to ensure systematic reviews of diagnostic tests are assessed more effectively and reliably. There is a need for standardization in future studies and reviews to strengthen the evidence base for the use of MRI as a diagnostic tool for knee OA.
Insights
Magnetic resonance imaging (MRI) shows variable accuracy for diagnosing knee osteoarthritis (OA). This review found methodological weaknesses in existing studies, highlighting the need for standardized research to improve diagnostic reliability for knee OA.
Area of Science:
- Orthopedics
- Radiology
- Medical Diagnostics
Background:
- Magnetic resonance imaging (MRI) has advanced knee osteoarthritis (OA) diagnosis.
- However, the diagnostic accuracy of MRI for knee OA is debated due to inconsistent reference standards and assessment tools.
- This scoping review addresses these limitations by evaluating MRI's accuracy and methodological quality in diagnosing symptomatic knee OA.
Purpose of the Study:
- To systematically review and evaluate the diagnostic accuracy and methodological quality of MRI for knee OA.
- To identify gaps and heterogeneity in the existing literature.
- To propose improvements for future systematic reviews and primary studies.
Main Methods:
- A comprehensive search of seven electronic databases was performed for systematic reviews published up to May 30, 2024.
- Included reviews focused on the test accuracy of MRI for knee OA.
- Methodological quality was assessed using a tailored version of the A Measurement Tool to Assess Systematic Reviews (AMSTAR) 2 tool.
Main Results:
- Three systematic reviews, encompassing 99 studies and 7,530 participants, were included.
- Common methodological deficiencies were noted in research questions, inclusion criteria, protocol registration, statistical methods, and risk of bias assessment.
- Reported MRI accuracy varied significantly, with sensitivity ranging from 26% to 74% and specificity from 82% to 95%, depending on the methodological quality of the review.
Conclusions:
- The literature on MRI accuracy for knee OA exhibits significant heterogeneity and methodological quality gaps.
- An adapted AMSTAR 2 tool can enhance the assessment of systematic reviews for diagnostic tests.
- Standardization in future research and reviews is crucial to strengthen the evidence base for MRI in knee OA diagnosis.
More Related Videos
Related Concept Videos
Magnetic Resonance Imaging
Imaging Studies IV: Magnetic Resonance Imaging

