Submitted:
21 April 2025
Posted:
22 April 2025
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Abstract
Keywords:
1. Introduction
1.1. Pathophysiology of Osteoporosis in Spondyloarthritis
1.2. Principles of Radiofrequency Echographic Multispectrometry (REMS)
1.3. Signal Acquisition
1.4. Spectral Analysis and Reference Model Comparison
1.5. Derivation of Additional Diagnostic Parameters
1.6. Advantages and Limitations in Signal Processing
1.7. Advantages of REMS in SpA Patients
1.8. Evidence Supporting REMS in Osteoporosis Diagnosis and Its Use in Special Populations
1.9. REMS in Special Populations
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Chronic Kidney Disease (CKD) and Kidney Transplantation:Fassio et al. (2023) conducted a pilot study in CKD patients on peritoneal dialysis and found that REMS provided BMD values less affected by calcific artifacts than DXA, suggesting a more reliable assessment in this population [22].
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Type II Diabetes Mellitus (T2DM):Lombardi et al. (2024) demonstrated that REMS-derived BMD values were significantly lower in elderly diabetic women compared with DXA, resulting in a higher diagnostic rate of osteoporosis and suggesting greater sensitivity for diabetic osteopathy [23].
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Osteogenesis Imperfecta (OI):Gonnelli et al. (2024) reported that REMS measurements in adult OI patients correlated more strongly with clinical fracture history and disease severity than DXA and were capable of differentiating between milder and more severe phenotypes [24].
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Anorexia Nervosa:Caffarelli et al. (2021) found that REMS-derived Z-scores were significantly lower in adolescents with anorexia nervosa compared with healthy controls, and that REMS more effectively identified individuals with a history of fragility fractures than DXA [25].
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Impact of Anti-TNF Therapy:A supplementary abstract by Icatoiu et al. (2024) in Annals of the Rheumatic Diseases reported that anti-TNF therapy significantly improved BMD and reduced fracture risk in rheumatoid arthritis patients; an accompanying ARD BMJ supplementary abstract confirmed that REMS accurately assessed bone density in these patients despite degenerative changes [26].
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Additional Molecular Insights:
1.10. Integrating REMS into Clinical Practice
2. Materials and Methods
- Confirmed diagnosis of AxSpA based on ASAS classification criteria;
- No former or present anti-osteoporotic or any Disease-Modifying Anti-Rheumatic Drug (DMARD) treatment that can influence bone metabolism;
- Had a recent DXA scan performed (less than a month) or will perform one in the future (less than a month) through recommendation and referral from a rheumatology physician based on clinical judgment;
- DXA scans performed for L1-L4 lumbar vertebrae and hips;
- Front and profile lumbar spine x-rays performed in the same year as normal follow-up investigations.
- Other comorbidities or medications that influence bone metabolism (e.g., Cushing’s syndrome, endocrine disorders, glucocorticoid therapy, antidepressive treatment, etc.);
- No medical recommendation for DXA scan;
- Patients under biological DMARDs;
- Patients under classical synthetic DMARDs;
- No imaging of the lumbar spine.

3. Results

4. Discussions
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Control (n = 535) | SpA Patients (n = 76) | ||
|---|---|---|---|
| Male/Female | 99/436 | 59/17 | |
| Age mean (range) yo a | 55.529(20–91) | 36.96(20–65) | |
| Underweight (%) | 9(1.68) | 0(0%) | |
| Normal weight (%) | 143(26.73%) | 15(19.74%) | |
| Overweight (%) | 357(66.73%) | 41(53.95%) | |
| Grade I obesity (%) | 26(4.86%) | 20(26.32%) | |
| Lumbar DXA BMD mean (StDev) a,b | 0.6957 (0.0989) | 0.78576 (0.05058) | |
| Lumbar REMS BMD mean (StDev) a,c | 0.73980 (0.11492) | 0.71112 (0.07707) | |
| Vitamin D mild deficit (percentage of individuals) a | 27.11% | 23.07% |
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