Clinical evaluation of optical spectral transmission imaging for detection of disease activity in rheumatoid arthritis

References

• Marhadour T, Jousse-Joulin S, Chales G, Grange L, Hacquard C, Loeuille D, et al. Reproducibility of joint swelling assessments in long-lasting rheumatoid arthritis: influence on Disease Activity Score-28 values (SEA-repro study part I). J Rheumatol 2010;37:932–7.
   PubMed Web of Science ®Google Scholar
• Uhlig T, Kvien TK, Pincus T. Test-retest reliability of disease activity core set measures and indices in rheumatoid arthritis. Ann Rheum Dis 2009;68:972–5.
   PubMed Web of Science ®Google Scholar
• Jensen Hansen IM, Asmussen Andreasen R, van Bui Hansen MN, Emamifar A. The reliability of Disease Activity Score in 28 joints-C-reactive protein might be overestimated in a subgroup of rheumatoid arthritis patients, when the score is solely based on subjective parameters: a cross-sectional, exploratory study. J Clin Rheumatol 2017;23:102–6.
   PubMed Web of Science ®Google Scholar
• Jacobs JW, Ten Cate DF, van Laar JM. Monitoring of rheumatoid arthritis disease activity in individual patients: still a hurdle when implementing the treat-to-target principle in daily clinical practice. Rheumatology (Oxford) 2015;54:959–61.
   PubMed Web of Science ®Google Scholar
• Brown AK, Quinn MA, Karim Z, Conaghan PG, Peterfy CG, Hensor E, et al. Presence of significant synovitis in rheumatoid arthritis patients with disease-modifying antirheumatic drug-induced clinical remission: evidence from an imaging study may explain structural progression. Arthritis Rheum 2006;54:3761–73.
   PubMed Web of Science ®Google Scholar
• Ellegaard K, Torp-Pedersen S, Christensen R, Stoltenberg M, Hansen A, Lorenzen T, et al. Feasibility of a standardized ultrasound examination in patients with rheumatoid arthritis: a quality improvement among rheumatologists cohort. BMC Musculoskelet Disord 2012;13:35.
   PubMed Web of Science ®Google Scholar
• D’Agostino MA, Maillefert JF, Said-Nahal R, Breban M, Ravaud P, Dougados M. Detection of small joint synovitis by ultrasonography: the learning curve of rheumatologists. Ann Rheum Dis 2004;63:1284–7.
   PubMed Web of Science ®Google Scholar
• Katti G, Ara SA, Shireen A. Magnetic resonance imaging (MRI) – a review. Int J Dent Clin 2011;3:65–70.
   Google Scholar
• Dale J, Stirling A, Zhang R, Purves D, Foley J, Sambrook M, et al. Targeting ultrasound remission in early rheumatoid arthritis: the results of the TaSER study, a randomised clinical trial. Ann Rheum Dis 2016;75:1043–50.
   PubMed Web of Science ®Google Scholar
• Caporali R, Smolen JS. Back to the future: forget ultrasound and focus on clinical assessment in rheumatoid arthritis management. Ann Rheum Dis 2018;77:18–20.
   PubMed Web of Science ®Google Scholar
• Haavardsholm EA, Aga AB, Olsen IC, Lillegraven S, Hammer HB, Uhlig T, et al. Ultrasound in management of rheumatoid arthritis: arctic randomised controlled strategy trial. BMJ 2016;354:i4205.
   PubMed Web of Science ®Google Scholar
• Moller-Bisgaard S, Horslev-Petersen K, Ejbjerg B, Hetland ML, Ornbjerg LM, Glinatsi D, et al. Effect of magnetic resonance imaging vs conventional treat-to-target strategies on disease activity remission and radiographic progression in rheumatoid arthritis: the IMAGINE-RA randomized clinical trial. JAMA 2019;321:461–72.
   PubMed Web of Science ®Google Scholar
• Meier AJ, Rensen WH, de Bokx PK, de Nijs RN. Potential of optical spectral transmission measurements for joint inflammation measurements in rheumatoid arthritis patients. J Biomed Opt 2012;17:081420.
   PubMed Web of Science ®Google Scholar
• van Onna M, Ten Cate DF, Tsoi KL, Meier AJ, Jacobs JW, Westgeest AA, et al. Assessment of disease activity in patients with rheumatoid arthritis using optical spectral transmission measurements, a non-invasive imaging technique. Ann Rheum Dis 2016;75:511–8.
   PubMed Web of Science ®Google Scholar
• Besselink NJ, van der Meijde P, Rensen WHJ, Meijer PBL, Marijnissen ACA, van Laar JM, et al. Optical spectral transmission to assess inflammation in hand and wrist joints of rheumatoid arthritis patients. Rheumatology (Oxford) 2018;57:865–72.
   PubMed Web of Science ®Google Scholar
• Lasker JM, Fong CJ, Ginat DT, Dwyer E, Hielscher AH. Dynamic optical imaging of vascular and metabolic reactivity in rheumatoid joints. J Biomed Opt 2007;12:052001.
   PubMed Web of Science ®Google Scholar
• Hielscher AH, Bluestone AY, Abdoulaev GS, Klose AD, Lasker J, Stewart M, et al. Near-infrared diffuse optical tomography. Dis Markers 2002;18:313–37.
   PubMed Web of Science ®Google Scholar
• Scheel AK, Backhaus M, Klose AD, Moa-Anderson B, Netz UJ, Hermann KG, et al. First clinical evaluation of sagittal laser optical tomography for detection of synovitis in arthritic finger joints. Ann Rheum Dis 2005;64:239–45.
   PubMed Web of Science ®Google Scholar
• Beuthan J, Zabarylo U, Krause A, Taupitz M, Minet O. RA diagnostics using laser-optical images and conventional X-rays (fused imaging). Med Laser Appl 2007;22:127–33.
   Google Scholar
• Agca R, Heslinga SC, van Halm VP, Nurmohamed MT. Atherosclerotic cardiovascular disease in patients with chronic inflammatory joint disorders. Heart 2016;102:790–5.
   PubMed Web of Science ®Google Scholar
• Bartoloni E, Alunno A, Gerli R. Hypertension as a cardiovascular risk factor in autoimmune rheumatic diseases. Nat Rev Cardiol 2018;15:33–44.
   PubMed Web of Science ®Google Scholar
• van Sijl AM, Peters MJ, Knol DK, de Vet HC, Gonzalez-Gay MA, Smulders YM, et al. Carotid intima media thickness in rheumatoid arthritis as compared to control subjects: a meta-analysis. Semin Arthritis Rheum 2011;40:389–97.
   PubMed Web of Science ®Google Scholar
• Klocke R, Cockcroft JR, Taylor GJ, Hall IR, Blake DR. Arterial stiffness and central blood pressure, as determined by pulse wave analysis, in rheumatoid arthritis. Ann Rheum Dis 2003;62:414–8.
   PubMed Web of Science ®Google Scholar
• Triantafyllias K, Heller C, de Blasi M, Galle PR, Schwarting A. Diagnostic value of optical spectral transmission in rheumatoid arthritis: associations with clinical characteristics and comparison with joint ultrasonography. J Rheumatol 2020;47:1314–22.
   PubMed Web of Science ®Google Scholar
• Krabbe S, Ammitzboll-Danielsen M, Ostergaard M, Giard MC, Terslev L. Sensitivity and specificity of optical spectral transmission imaging in detecting joint inflammation in rheumatoid arthritis. Ann Rheum Dis 2016;75:632–3.
   PubMed Web of Science ®Google Scholar
• Verhoeven MMA, Westgeest AAA, Schwarting A, Jacobs JWG, Heller C, van Laar JM, et al. Development and validation of rheumatoid arthritis disease activity indices including HandScan (optical spectral transmission) scores. Arthritis Care Res (Hoboken) 2022;74:1493–9.
   PubMed Web of Science ®Google Scholar
• Besselink NJ, Westgeest AAA, Klaasen R, Gamala M, van Woerkom JM, Tekstra J, et al. Novel optical spectral transmission (OST)-guided versus conventionally disease activity-guided treatment: study protocol of a randomized clinical trial on guidance of a treat-to-target strategy for early rheumatoid arthritis. Trials 2019;20:226.
   PubMed Web of Science ®Google Scholar
• Möller I, Janta I, Backhaus M, Ohrndorf S, Bong DA, Martinoli C, et al. The 2017 EULAR standardised procedures for ultrasound imaging in rheumatology. Ann Rheum Dis 2017;76:1974–9.
   PubMed Web of Science ®Google Scholar
• Szkudlarek M, Court-Payen M, Jacobsen S, Klarlund M, Thomsen HS, Ostergaard M. Interobserver agreement in ultrasonography of the finger and toe joints in rheumatoid arthritis. Arthritis Rheum 2003;48:955–62.
   PubMed Web of Science ®Google Scholar
• Witt M, Mueller F, Nigg A, Reindl C, Leipe J, Proft F, et al. Relevance of grade 1 gray-scale ultrasound findings in wrists and small joints to the assessment of subclinical synovitis in rheumatoid arthritis. Arthritis Rheum 2013;65:1694–701.
   PubMed Web of Science ®Google Scholar
• van der Heijde DM, van ‘t Hof MA, van Riel PL, Theunisse LA, Lubberts EW, van Leeuwen MA, et al. Judging disease activity in clinical practice in rheumatoid arthritis: first step in the development of a disease activity score. Ann Rheum Dis 1990;49:916–20.
   PubMed Web of Science ®Google Scholar
• Wells G, Becker JC, Teng J, Dougados M, Schiff M, Smolen J, et al. Validation of the 28-joint Disease Activity Score (DAS28) and European League Against Rheumatism response criteria based on C-reactive protein against disease progression in patients with rheumatoid arthritis, and comparison with the DAS28 based on erythrocyte sedimentation rate. Ann Rheum Dis 2009;68:954–60.
   PubMed Web of Science ®Google Scholar
• Fuchs HA, Brooks RH, Callahan LF, Pincus T. A simplified twenty-eight-joint quantitative articular index in rheumatoid arthritis. Arthritis Rheum 1989;32:531–7.
   PubMed Web of Science ®Google Scholar
• Altman RD, Gold GE. Atlas of individual radiographic features in osteoarthritis, revised. Osteoarthritis Cartilage 2007;15:A1–56.
   PubMed Web of Science ®Google Scholar
• Conroy RM, Pyorala K, Fitzgerald AP, Sans S, Menotti A, De Backer G, et al. Estimation of ten-year risk of fatal cardiovascular disease in Europe: the SCORE project. Eur Heart J 2003;24:987–1003.
   PubMed Web of Science ®Google Scholar
• Agca R, Heslinga SC, Rollefstad S, Heslinga M, McInnes IB, Peters MJ, et al. EULAR recommendations for cardiovascular disease risk management in patients with rheumatoid arthritis and other forms of inflammatory joint disorders: 2015/2016 update. Ann Rheum Dis 2017;76:17–28.
   PubMed Web of Science ®Google Scholar
• Pedregosa F, Varoquaux G, Gramfort A, Michel V, Thirion B, Grisel O, et al. Scikit-learn: machine learning in Python. J Mach Learning Res 2011;12:2825–30.
   Web of Science ®Google Scholar
• Seabold S, Perktold J, editors. Statsmodels: econometric and statistical modeling with Python. Proceedings of the 9th Python in Science Conference, Austin, Texas, USA; 2010.
   Google Scholar
• Virtanen P, Gommers R, Oliphant TE, Haberland M, Reddy T, Cournapeau D, et al. SciPy 1.0: fundamental algorithms for scientific computing in Python. Nat Methods 2020;17:261–72.
   PubMed Web of Science ®Google Scholar
• Vallat R. Pingouin: statistics in Python. J Open Source Softw 2018;3:1026.
   Google Scholar
• Verhoeven MMA, Westgeest AAA, Jacobs JWG. A sex difference in HandScan scores in rheumatoid arthritis patients and controls? An ongoing analysis of the sex difference and other potential confounders. J Rheumatol 2021;48:950–1.
   PubMedGoogle Scholar
• Haugen IK, Hammer HB. A need for new imaging modality to detect inflammation in rheumatoid arthritis and osteoarthritis? Ann Rheum Dis 2016;75:479–80.
   PubMedGoogle Scholar
• Kawashiri SY, Nishino A, Shimizu T, Takatani A, Umeda M, Koga T, et al. Fluorescence optical imaging in patients with active rheumatoid arthritis: a comparison with ultrasound and an association with biomarkers. Scand J Rheumatol 2021;50:95–103.
   PubMed Web of Science ®Google Scholar