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Chappard C, Abascal J, Olivier C, Si-Mohamed S, Boussel L, Piala JB, Douek P, Peyrin F. Virtual monoenergetic images from photon-counting spectral computed tomography to assess knee osteoarthritis. Eur Radiol Exp 2022; 6:10. [PMID: 35190914 PMCID: PMC8861235 DOI: 10.1186/s41747-021-00261-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 12/30/2021] [Indexed: 12/28/2022] Open
Abstract
Background Dual-energy computed tomography has shown a great interest for musculoskeletal pathologies. Photon-counting spectral computed tomography (PCSCT) can acquire data in multiple energy bins with the potential to increase contrast, especially for soft tissues. Our objectives were to assess the value of PCSST to characterise cartilage and to extract quantitative measures of subchondral bone integrity. Methods Seven excised human knees (3 males and 4 females; 4 normal and 3 with osteoarthritis; age 80.6 ± 14 years, mean ± standard deviation) were scanned using a clinical PCSCT prototype scanner. Tomographic image reconstruction was performed after Compton/photoelectric decomposition. Virtual monoenergetic images were generated from 40 keV to 110 keV every 10 keV (cubic voxel size 250 × 250 × 250 μm3). After selecting an optimal virtual monoenergetic image, we analysed the grey level histograms of different tissues and extracted quantitative measurements on bone cysts. Results The optimal monoenergetic images were obtained for 60 keV and 70 keV. Visual inspection revealed that these images provide sufficient spatial resolution and soft-tissue contrast to characterise surfaces, disruption, calcification of cartilage, bone osteophytes, and bone cysts. Analysis of attenuation versus energy revealed different energy fingerprint according to tissues. The volumes and numbers of bone cyst were quantified. Conclusions Virtual monoenergetic images may provide direct visualisation of both cartilage and bone details. Thus, unenhanced PCSCT appears to be a new modality for characterising the knee joint with the potential to increase the diagnostic capability of computed tomography for joint diseases and osteoarthritis.
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Ahmad MI, Masood S, Furlanetto DM, Nicolaou S. Urate Crystals; Beyond Joints. Front Med (Lausanne) 2021; 8:649505. [PMID: 34150794 PMCID: PMC8212931 DOI: 10.3389/fmed.2021.649505] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 04/26/2021] [Indexed: 12/27/2022] Open
Abstract
Gout is the most common inflammatory arthropathy caused by the deposition of monosodium urate (MSU) crystals. The burden of gout is substantial with increasing prevalence of gout globally. The prevalence of Gout in the United States has increased by over 7% in the last two decades. Initially, it was believed that MSU crystal deposits occur only in the joints with the involvement of the periarticular soft tissues, but recent studies have shown the presence of MSU crystal deposition in extra-articular sites as well. Human plasma becomes supersaturated with uric acid at 6.8 mg/dl, a state called hyperuricemia. Beyond this level, uric acid crystals precipitate out of the plasma and deposit in soft tissues, joints, kidneys, etc. If left untreated, hyperuricemia leads to chronic gout characterized by the deposition of tophi in soft tissues such as the joints, tendons, and bursae. With the advent of newer imaging techniques such as DECT, MSU crystals can be visualized in various extra-articular sites. Extra-articular deposition of MSU crystals is believed to be the causative factor for the development of multiple comorbidities in gout patients. Here, we review the literature on extra-articular deposition of urate crystals and the role of dual-energy computed tomography (DECT) in elucidating multi-organ involvement. DECT has emerged as an invaluable alternative for accurate and efficient MSU crystal deposition detection. Future studies using DECT can help determine the clinical consequences of extra-articular deposition of MSU in gout patients.
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Affiliation(s)
- Muhammad Israr Ahmad
- Department of Radiology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada.,Department of Radiology, Vancouver General Hospital, Vancouver, BC, Canada
| | - Salman Masood
- Department of Radiology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada.,Department of Radiology, Vancouver General Hospital, Vancouver, BC, Canada
| | - Daniel Moreira Furlanetto
- Department of Radiology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada.,Department of Radiology, Vancouver General Hospital, Vancouver, BC, Canada
| | - Savvas Nicolaou
- Department of Radiology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada.,Department of Radiology, Vancouver General Hospital, Vancouver, BC, Canada
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Barazani SH, Chi WW, Pyzik R, Chang H, Jacobi A, O’Donnell T, Fayad ZA, Ali Y, Mani V. Quantification of uric acid in vasculature of patients with gout using dual-energy computed tomography. World J Radiol 2020; 12:184-194. [PMID: 32913564 PMCID: PMC7457162 DOI: 10.4329/wjr.v12.i8.184] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 06/16/2020] [Accepted: 07/19/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Gout, caused by hyperuricemia and subsequent deposition of aggregated monosodium urate crystals (MSU) in the joints or extra-articular regions, is the most common inflammatory arthritis. There is increasing evidence that gout is an independent risk factor for hypertension, cardiovascular disease progression and mortality.
AIM To evaluate if dual energy computed tomography (DECT) could identify MSU within vessel walls of gout patients, and if MSU deposits within the vasculature differed between patients with gout and controls. This study may help elucidate why individuals with gout have increased risk for cardiovascular disease.
METHODS 31 gout patients and 18 controls underwent DECT scans of the chest and abdomen. A material decomposition algorithm was used to distinguish regions of MSU (coded green), and calcifications (coded purple) from soft tissue (uncoded). Volume of green regions was calculated using a semi-automated volume assessment program. Between-group differences were analyzed using Mann-Whitney U exact test and nonparametric rank regression.
RESULTS Gout patients had significantly higher volume of MSU within the aorta compared to controls [Median (Min-Max) of 43.9 (0-1113.5) vs 2.9 (0-219.4), P = 0.01]. Number of deposits was higher in gout patients compared to controls [Median (Min-Max) of 20 (0-739) vs 1.5 (0-104), P = 0.008]. However, the difference was insignificant after adjustment for age, gender, history of cardiovascular disease and diabetes. Increased age was positively associated with total urate volume (rs = 0.64; 95% confidence interval: 0.43-0.78).
CONCLUSION This pilot study showed that DECT can quantify vascular urate deposits with variation across groups, with gout patients possibly having higher deposition. This relationship disappeared when adjusted for age, and there was a positive relationship between age and MSU deposition. While this study does not prove that green coded regions are truly MSU deposition, it corroborates recent studies that show the presence of vascular deposition.
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Affiliation(s)
- Sharon Hannah Barazani
- Department of Radiology, Translational and Molecular Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Wei-Wei Chi
- Division of Rheumatology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Renata Pyzik
- Department of Radiology, Translational and Molecular Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Helena Chang
- Center for Biostatistics, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Adam Jacobi
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | | | - Zahi A Fayad
- Department of Radiology, Translational and Molecular Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Yousaf Ali
- Division of Rheumatology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Venkatesh Mani
- Department of Radiology, Translational and Molecular Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
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Wang Y, Zhao Y, Dang W, Zheng J, Dong H. The Evolution of Publication Hotspots in Electronic Health Records from 1957 to 2016 and Differences Among Six Countries. BIG DATA 2020; 8:89-106. [PMID: 32319801 DOI: 10.1089/big.2019.0024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
This study aims to reveal the evolution of publication hotspots in the field of electronic health records (EHRs) and differences among countries. We applied keyword frequency analysis, keyword co-occurrence analysis, principal component analysis, multidimensional scaling analysis, and visualization technology to compare the high-frequency Medical Subject Heading (MeSH) terms in six countries during the periods 1957-2008 and 2009-2016. After 2009, the number of MeSH terms reflecting information exchange and information mining increased, and various types of evaluations based on EHRs and cohort studies significantly increased. The top 20 MeSH terms between 2009 and 2016 constitute five relatively larger knowledge groups. Thus, we conclude that publication hotspots in EHR field have shifted from issues related to the adoption of EHRs to the utilization of EHRs, and the knowledge structure has become systematic. The publication's focus was different in the six countries, which may relate to their national characteristics.
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Affiliation(s)
- Yanjun Wang
- Academic Department, Shanxi Health Education Center, Taiyuan, China
| | - Ye Zhao
- Department of Obstetrics and Gynecology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Weijia Dang
- Department of Health Information and Management, Changzhi Medical College, Changzhi, China
| | - Jianzhong Zheng
- School of Public Health, Shanxi Medical University, Taiyuan, China
| | - Haiyuan Dong
- Academic Department, Shanxi Health Education Center, Taiyuan, China
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Pascart T, Lioté F. Gout: state of the art after a decade of developments. Rheumatology (Oxford) 2019; 58:27-44. [PMID: 29547895 DOI: 10.1093/rheumatology/key002] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2017] [Indexed: 02/06/2023] Open
Abstract
This review article summarizes the relevant English literature on gout from 2010 through April 2017. It emphasizes that the current epidemiology of gout indicates a rising prevalence worldwide, not only in Western countries but also in Southeast Asia, in close relationship with the obesity and metabolic syndrome epidemics. New pathogenic mechanisms of chronic hyperuricaemia focus on the gut (microbiota, ABCG2 expression) after the kidney. Cardiovascular and renal comorbidities are the key points to consider in terms of management. New imaging tools are available, including US with key features and dual-energy CT rendering it able to reveal deposits of urate crystals. These deposits are now included in new diagnostic and classification criteria. Overall, half of the patients with gout are readily treated with allopurinol, the recommended xanthine oxidase inhibitor (XOI), with prophylaxis for flares with low-dose daily colchicine. The main management issues are related to patient adherence, because gout patients have the lowest rate of medication possession ratio at 1 year, but they also include clinical inertia by physicians, meaning XOI dosage is not titrated according to regular serum uric acid level measurements for targeting serum uric acid levels for uncomplicated (6.0 mg/dl) and complicated gout, or the British Society for Rheumatology recommended target (5.0 mg/dl). Difficult-to-treat gout encompasses polyarticular flares, and mostly patients with comorbidities, renal or heart failure, leading to contraindications or side effects of standard-of-care drugs (colchicine, NSAIDs, oral steroids) for flares; and tophaceous and/or destructive arthropathies, leading to switching between XOIs (febuxostat) or to combining XOI and uricosurics.
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Affiliation(s)
- Tristan Pascart
- EA 4490, Lille University, Lille, France.,Service de Rhumatologie, Hôpital Saint-Philibert, Lomme, France
| | - Frédéric Lioté
- UFR de Médecine, University of Paris Diderot, USPC, France.,INSERM, UMR 1132 Bioscar (Centre Viggo Petersen), France.,Service de Rhumatologie (Centre Viggo Petersen), Pôle Appareil Locomoteur, Hôpital Lariboisière (AP-HP), Paris, France
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D'Angelo T, Cicero G, Mazziotti S, Ascenti G, Albrecht MH, Martin SS, Othman AE, Vogl TJ, Wichmann JL. Dual energy computed tomography virtual monoenergetic imaging: technique and clinical applications. Br J Radiol 2019; 92:20180546. [PMID: 30919651 DOI: 10.1259/bjr.20180546] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Dual energy CT (DECT) has evolved into a commonly applied imaging technique in clinical routine due to its unique post-processing opportunities for improved evaluation of all body areas. Reconstruction of virtual monoenergetic imaging (VMI) series has shown beneficial effects for both non-contrast and contrast-enhanced DECT due to the flexibility to calculate low-keV VMI reconstructions to increase contrast and iodine attenuation, or to compute high-keV VMI reconstructions to reduce beam-hardening artefacts. The goal of this review article is to explain the technical background of VMI and noise-optimized VMI+ algorithms and to give an overview of useful clinical applications of the VMI technique in DECT of various body regions.
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Affiliation(s)
- Tommaso D'Angelo
- 1 Department of Biomedical Sciences and Morphological and Functional Imaging, Policlinico G. Martino - University Hospital Messina , Messina , Italy.,2 Department of Diagnostic and Interventional Radiology, Division of Experimental Imaging, University Hospital Frankfurt , Frankfurt , Germany
| | - Giuseppe Cicero
- 1 Department of Biomedical Sciences and Morphological and Functional Imaging, Policlinico G. Martino - University Hospital Messina , Messina , Italy
| | - Silvio Mazziotti
- 1 Department of Biomedical Sciences and Morphological and Functional Imaging, Policlinico G. Martino - University Hospital Messina , Messina , Italy
| | - Giorgio Ascenti
- 1 Department of Biomedical Sciences and Morphological and Functional Imaging, Policlinico G. Martino - University Hospital Messina , Messina , Italy
| | - Moritz H Albrecht
- 2 Department of Diagnostic and Interventional Radiology, Division of Experimental Imaging, University Hospital Frankfurt , Frankfurt , Germany
| | - Simon S Martin
- 2 Department of Diagnostic and Interventional Radiology, Division of Experimental Imaging, University Hospital Frankfurt , Frankfurt , Germany
| | - Ahmed E Othman
- 3 Department of Diagnostic and Interventional Radiology, Eberhard Karls University Tübingen , Tübingen , Germany
| | - Thomas J Vogl
- 2 Department of Diagnostic and Interventional Radiology, Division of Experimental Imaging, University Hospital Frankfurt , Frankfurt , Germany
| | - Julian L Wichmann
- 2 Department of Diagnostic and Interventional Radiology, Division of Experimental Imaging, University Hospital Frankfurt , Frankfurt , Germany
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Yu Z, Mao T, Xu Y, Li T, Wang Y, Gao F, Sun W. Diagnostic accuracy of dual-energy CT in gout: a systematic review and meta-analysis. Skeletal Radiol 2018; 47:1587-1593. [PMID: 29725712 DOI: 10.1007/s00256-018-2948-y] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Revised: 03/27/2018] [Accepted: 04/05/2018] [Indexed: 02/02/2023]
Abstract
OBJECTIVE Dual-energy CT (DECT) is being widely used in suspected gout patients in recent years. Many clinicians tend to use DECT instead of aspiration biopsy in the diagnosis of gout, but its accuracy has shown controversial results. In this systematic review and meta-analysis, we sought to evaluate the accuracy of DECT in the diagnosis of gout. MATERIALS AND METHODS We performed a systematic review of the literature published in Medline, Embase, PubMed, and Cochrane databases. Studies included are all clinical trials of DECT in the diagnosis of gout. Quality assessment of bias and applicability was conducted using the Quality of Diagnostic Accuracy Studies-2 (QUADAS-2). We recorded sensitivity and specificity of algorithms and calculated positive likelihood ratio (PLR), negative likelihood ratio (NLR) and diagnostic odd ratio (DOR), and respective confidence intervals (CI). The summary receiver operating characteristic curve (sROC) was drawn to get the Cochran Q-index and the area under the curve (AUC). RESULTS Seven studies were included in this review and showed high homogeneity. The analysis results presented the pooled sensitivity was 88% (95% CI 84-90%) and specificity was 90% (95% CI 85-93%). Then, we figured out that the pooled PLR was 8.48 (95% CI 5.89-12.22) and NLR was 0.10 (95% CI 0.04-0.24) respectively. In addition, Cochran-Q was 0.90 and AUC was 0.9565 in sROC curve. CONCLUSIONS DECT showed relatively high sensitivity and specificity in the diagnosis of gout. Synthetically considering these DECT abnormalities could improve the diagnostic sensitivity. More rigorous and standardized studies are still needed to support these findings.
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Affiliation(s)
- Zhange Yu
- Department of Acupuncture, China-Japan Friendship Hospital, Beijing, 100029, China
| | - Tianli Mao
- Department of Orthopedic Surgery, China-Japan Friendship Hospital, Beijing, 100029, China
| | - Yaping Xu
- Department of Orthopedic Surgery, China-Japan Friendship Hospital, Beijing, 100029, China
| | - Tengqi Li
- Department of Orthopedic Surgery, China-Japan Friendship Hospital, Beijing, 100029, China
| | - Yanhua Wang
- Department of Trauma and Orthopedics, Peking University People's Hospital, South Xizhimen Street No. 11, Xicheng District, Beijing, 100044, China
| | - Fuqiang Gao
- Department of Orthopedic Surgery, China-Japan Friendship Hospital, Beijing, 100029, China.
- Department of Orthopedics, China-Japan Friendship Institute of Clinical Medicine, Peking Union Medical College, Beijing, 100029, China.
| | - Wei Sun
- Department of Orthopedic Surgery, China-Japan Friendship Hospital, Beijing, 100029, China.
- Department of Orthopedics, China-Japan Friendship Institute of Clinical Medicine, Peking Union Medical College, Beijing, 100029, China.
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8
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Current status of ultrasound and dual-energy computed tomography in the evaluation of gout. Rheumatol Int 2018; 38:1339-1344. [PMID: 29721694 DOI: 10.1007/s00296-018-4033-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2018] [Accepted: 04/25/2018] [Indexed: 02/07/2023]
Abstract
Gout is the most common inflammatory arthritis and is increasing in relevance due to its rising prevalence and incidence. Dual-energy CT (DECT) and ultrasound (US) are the most frequently used imaging modalities for the diagnosis of gout and for the follow-up of patients receiving therapy. Although DECT has the highest diagnostic accuracy for gout and shows consistently excellent reader agreement in the assessment of urate deposition change after therapy, US also performs well and remains just as important an imaging tool in these realms due to its practical advantages in cost, availability, and safety. This article reports the current status of these two modalities in regard to diagnosis and therapy follow-up.
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Euler A, Obmann MM, Szucs-Farkas Z, Mileto A, Zaehringer C, Falkowski AL, Winkel DJ, Marin D, Stieltjes B, Krauss B, Schindera ST. Comparison of image quality and radiation dose between split-filter dual-energy images and single-energy images in single-source abdominal CT. Eur Radiol 2018; 28:3405-3412. [DOI: 10.1007/s00330-018-5338-x] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2017] [Revised: 01/09/2018] [Accepted: 01/17/2018] [Indexed: 12/25/2022]
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Breuer GS, Bogot N, Nesher G. Dual-energy computed tomography as a diagnostic tool for gout during intercritical periods. Int J Rheum Dis 2016; 19:1337-1341. [PMID: 27458073 DOI: 10.1111/1756-185x.12938] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
AIM The aim of this study is to evaluate the diagnostic yield of dual-energy computed tomography (DECT) in detection of uric acid accumulation in joints or periarticular structures in patients suspected of having gout, in their intercritical period. METHODS Patients with a history of recurrent, short-lived mono- or oligo-arthralgia or arthritis, referred to the rheumatology clinic for diagnosis of their condition, were included in this retrospective evaluation. RESULTS DECT confirmed the diagnosis of gout in 30 of 50 patients (60%). A positive DECT was present in 12 of 16 cases (75%) with serum uric acid > 8.5 mg/dL, compared to seven of 13 cases (54%) and two of five cases (40%) with levels of 6.1-8.5 mg/dL and ≤ 6 mg/dL, respectively. The diagnostic impact of screening hands and feet were highest (78% and 56%, respectively). Follow-up data were available for 24 of the 30 patients with urate deposits identified by DECT. Twenty-one were treated with urate-lowering agents, all responded with lowering of serum uric acid and cessation of flares. Follow-up data were available for 16 of the 20 patients with no urate deposits identified by DECT. Gout was diagnosed in two of them by synovial fluid examination during subsequent flares. Both positive and negative predictive values of DECT for diagnosing gout in this patient population were 87%. Following DECT, treatment regimen was modified to gout-specific therapy in 52% of the patients. DISCUSSION The ability to make a definite diagnosis of gout by DECT imaging in a substantial number of asymptomatic patients in the intercritical period should help in treatment decision-making and improve patient adherence to long-term urate-lowering therapy.
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Affiliation(s)
- Gabriel S Breuer
- Rheumatology Unit, Department of Medicine, Shaare Zedek Medical Center, Hebrew University School of Medicine, Jerusalem, Israel
| | - Naama Bogot
- Department of Radiology, Shaare Zedek Medical Center, Hebrew University School of Medicine, Jerusalem, Israel
| | - Gideon Nesher
- Rheumatology Unit, Department of Medicine, Shaare Zedek Medical Center, Hebrew University School of Medicine, Jerusalem, Israel
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