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Automated Joint Space Detection Improves Bone Segmentation Accuracy
Published on: November 28, 2025
Magnetic resonance imaging in rheumatoid arthritis clinical trials: emerging patterns based on recent experience
Charles G Peterfy1, Peter Countryman, Annarita Gabriele
1Spire Sciences, LLC, San Francisco, CA, USA. Charles.peterfy@spiresciences.com
Objective:
The current validated magnetic resonance imaging (MRI) scoring method for rheumatoid arthritis (RA) in clinical trials, RA MRI Score (RAMRIS), incorporates all metacarpophalangeal (MCP) and wrist joints except MCP-1. The experience with radiographic scoring, however, was that excluding certain bones in the wrist improved the discriminative power for changes over time. In this study, we pool MRI data from randomized controlled clinical trails (RCT) to determine which combination of MCP and wrist joints are most sensitive and discriminative for structural changes over time.
Methods:
MR images from 4 multicenter RCT, including 522 RA patients, were read by 2 radiologists, using the RAMRIS scoring system for erosion, osteitis, and synovitis. In one RCT, joint-space narrowing (JSN) was assessed cross-sectionally by one radiologist using a previously validated method. Baseline frequencies of erosion, JSN, osteitis, and synovitis of different bones and joints in the hand and wrist were compared. Intraclass correlation coefficients between readers were determined for each location. Finally, 7 different combinations of bone/joint locations were compared for their ability to discriminate subjects showing increases or decreases from baseline greater than or equal to smallest detectable changes (SDC) at Weeks 12 or 24.
Results:
Frequency of involvement and reliability for assessing change varied by location. As in earlier analyses, excluding certain wrist bones increased the percentage of subjects showing changes greater than or equal to SDC.
Conclusion:
These findings suggest that excluding wrist bones that do not frequently or reliably demonstrate structural changes improves the discriminative power of the RAMRIS scoring system.
Insights
Excluding specific wrist bones in magnetic resonance imaging (MRI) scoring for rheumatoid arthritis (RA) enhances the detection of structural changes over time. This refined RA MRI Score (RAMRIS) improves sensitivity in clinical trials.
Area of Science:
- Rheumatology
- Radiology
- Medical Imaging
Background:
- The current RA MRI Score (RAMRIS) includes most metacarpophalangeal (MCP) and wrist joints.
- Radiographic scoring suggests excluding certain wrist bones improves sensitivity to changes over time.
- Optimizing MRI scoring is crucial for accurately assessing rheumatoid arthritis progression in clinical trials.
Purpose of the Study:
- To determine the optimal combination of MCP and wrist joints for sensitive and discriminative assessment of structural changes in rheumatoid arthritis (RA) using MRI.
- To evaluate the impact of excluding specific wrist bones on the discriminative power of the RAMRIS scoring system.
Main Methods:
- Utilized MRI data from 522 RA patients across 4 multicenter randomized controlled trials (RCT).
- Assessed erosion, osteitis, and synovitis using the RAMRIS system; joint-space narrowing (JSN) was also evaluated.
- Compared the sensitivity and reliability of 7 different joint combinations for detecting structural changes at Weeks 12 and 24.
Main Results:
- Variability in the frequency of involvement and reliability of assessment was observed across different joint locations.
- Excluding specific wrist bones resulted in a higher percentage of subjects demonstrating changes greater than or equal to the smallest detectable change (SDC).
Conclusions:
- Excluding wrist bones that show infrequent or unreliable structural changes enhances the discriminative power of the RAMRIS scoring system.
- This optimization can lead to more sensitive detection of treatment effects and disease progression in RA clinical trials.
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