Subchondral Bone Metabolic Responses to Acute Mechanical Loading in Unilateral Knee Pain: A Quantitative NaF PET/MRI Study
Goyal, A.; Vainberg, Y.; Lee, J. H.; Song, Y. S.; Collins, J. E.; Gatti, A. A.; Kogan, F.
Show abstract
Objective To characterize regional subchondral bone metabolism before and after acute mechanical loading in individuals with unilateral knee pain using dynamic [18F]sodium fluoride ([18F]NaF) positron emission tomography (PET)/magnetic resonance imaging (MRI), and to investigate relationships with cartilage composition and pain severity. Design Twenty-two individuals with unilateral knee pain and 22 age- and sex-matched healthy controls underwent bilateral dynamic [18F]NaF PET/MRI before and after a standardized stair-climbing protocol in this prospective feasibility study. Automated MRI-based segmentations were used to quantify regional PET standardized uptake values (SUVmean, SUVmax) and pharmacokinetic parameters (K1: bone perfusion, Ki: bone mineralization, extraction fraction) across subchondral bone regions. Quantitative cartilage T2 mapping was performed using qDESS MRI. Painful knees were compared with contralateral asymptomatic knees and healthy control knees using regional effect sizes and regression analyses. Exploratory analyses evaluated associations between PET metrics, cartilage T2, and pain severity. Results Painful knees demonstrated consistently higher baseline subchondral bone metabolic activity than healthy controls, with the largest differences in the medial tibial and medial femoral subchondral bone (Cohen's d=0.51-0.90). Following mechanical loading, exercise-induced increases in bone metabolism were more widespread and demonstrated predominantly moderate-to-large effect sizes (d=0.62-1.15), particularly within the medial and lateral femoral and medial tibial subchondral bone. In contrast, comparisons between painful and contralateral knees showed only localized metabolic differences with predominantly negligible-to-small effect sizes (d=0.16-0.55). Sensitivity analyses adjusting for age and BMI produced similar regional patterns. Exploratory analyses demonstrated generally weak associations between PET-derived metabolic measures, cartilage T2, and pain severity, with only isolated moderate regional correlations. Conclusions Dynamic [18F]NaF PET/MRI demonstrates increased baseline subchondral bone metabolic activity and an exaggerated metabolic response to mechanical loading in symptomatic knees compared with healthy controls. The modest differences between painful and contralateral knees suggest that the asymptomatic limb may not represent a truly unaffected reference. Dynamic [18F]NaF PET provides complementary information beyond cartilage MRI and patient-reported pain and shows promise for investigating subchondral bone metabolism in knee pain, early joint degeneration, and treatment response.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Development of primary osteoarthritis during aging in genetically diverse UM-HET3 mice 93%
- The anterior cruciate ligament in murine post-traumatic osteoarthritis: markers and mechanics 93%
- Chondrocyte-Specific Knockout of Piezo1 and Piezo2 Protects Against Post-Traumatic Osteoarthritis Structural Damage and Pain in Mice 92%
Similar papers in this journal
- MRI-derived Articular Cartilage Strains Predict Patient-Reported Outcomes Six Months Post Anterior Cruciate Ligament Reconstruction 95%
- Multiscale Correlations between Joint and Tissue-Specific Biomechanics and Anatomy in Postmortem Ovine Stifles 92%
- Clinical Observation of Diminished Bone Quality and Quantity through Longitudinal HR-pQCT-derived Remodeling and Mechanoregulation 92%
Similar papers in this journal
- Iron nanoparticle-labeled murine mesenchymal stromal cells in an osteoarthritic model persists and demonstrates anti-inflammatory mechanism of action 93%
- Real-time three-dimensional MRI for the assessment of dynamic carpal instability 92%
- Characterization of the murine spine for spaceflight studies 92%
Similar papers in this journal
- The Effect of Celecoxib and muMab911 on Strain Adaptive Bone Remodeling and Fracture Repair in Female Mice: Implications for Rapidly Progressive Osteoarthritis 92%
- Large-scale osteocyte lacunar morphological analysis of transiliac bone in normal and osteoporotic premenopausal women 92%
- Feasibility, Safety and Efficacy of OsteoStrong ® in Postmenopausal Women with Low Bone Mineral Density: A Pilot Study 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.