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Updated: Apr 26, 2026

Automated Joint Space Detection Improves Bone Segmentation Accuracy
Published on: November 28, 2025
MRI-detected subclinical joint inflammation is associated with radiographic progression
A Krabben1, W Stomp2, J A B van Nies1
1Department of Rheumatology, Leiden University Medical Center, The Netherlands.
Background:
We recently demonstrated that MRI inflammation is prevalent in clinically non-swollen joints of early arthritis patients. In this study, we assessed the relevance of this subclinical inflammation with regard to radiographic progression.
Methods:
1130 joints (unilateral metacarpophalangeal 2-5, wrist and metatarsophalangeal 1-5) of 113 early arthritis patients underwent clinical examination and 1.5 T MRI at baseline, and radiographs at baseline and 1 year. Two readers scored the MRIs for synovitis, bone marrow oedema (BME) and tenosynovitis according to Rheumatoid Arthritis (RA) Magnetic Resonance Imaging (MRI) Scoring System (RAMRIS). Radiographic progression over 1 year was determined using the Sharp-van der Heijde scoring method.
Results:
On patient level, BME, synovitis and tenosynovitis were associated with radiographic progression, independent of known risk factors (p=0.003, 0.001 and 0.011, respectively). Of all non-swollen joints (n=932), 232 joints (26%) had subclinical inflammation (≥1 MRI-inflammation feature present). These joints were distributed among 91% of patients. Radiographic progression was present in 4% of non-swollen joints with subclinical inflammation compared to 1% of non-swollen joints without subclinical inflammation (relative risks (RR) 3.5, 95% CI 1.3 to 9.6). Similar observations were done for BME (RR5.3, 95% CI 2.0 to 14.0), synovitis (RR3.4, 95% CI 1.2 to 9.3) and tenosynovitis (RR3.0, 95% CI 0.7 to 12.7) separately.
Conclusions:
Radiographic progression was infrequent, but joints with subclinical inflammation had an increased risk of radiographic progression within year 1. This demonstrates the relevance of MRI-detected subclinical inflammation.
Insights
Subclinical inflammation in clinically non-swollen joints of early arthritis patients, detected by MRI, is linked to increased radiographic progression. This finding highlights the clinical relevance of subclinical inflammation in early arthritis management.
Area of Science:
- Rheumatology
- Radiology
- Medical Imaging
Background:
- Subclinical inflammation is common in clinically non-swollen joints of early arthritis patients.
- The relevance of this subclinical inflammation to radiographic progression was previously unknown.
Purpose of the Study:
- To assess the association between subclinical inflammation in non-swollen joints and radiographic progression in early arthritis patients.
Main Methods:
- 113 early arthritis patients underwent clinical examination and MRI (1.5T) of 1130 joints at baseline.
- MRI assessed synovitis, bone marrow edema (BME), and tenosynovitis using RA-MRI Scoring System (RAMRIS).
- Radiographic progression was evaluated using the Sharp-van der Heijde method at baseline and 1 year.
Main Results:
- Subclinical inflammation (synovitis, BME, tenosynovitis) in non-swollen joints was associated with radiographic progression.
- 26% of non-swollen joints (n=932) showed subclinical inflammation and were present in 91% of patients.
- Non-swollen joints with subclinical inflammation had a 3.5-fold increased risk of radiographic progression compared to those without.
Conclusions:
- Subclinical inflammation detected by MRI in non-swollen joints is a relevant predictor of radiographic progression within the first year of early arthritis.
- These findings underscore the importance of MRI in identifying subclinical inflammation for risk stratification and management in early arthritis.
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