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Abrar DB, Schleich C, Nebelung S, Frenken M, Ullrich T, Radke KL, Antoch G, Vordenbäumen S, Brinks R, Schneider M, Ostendorf B, Sewerin P. Proteoglycan loss in the articular cartilage is associated with severity of joint inflammation in psoriatic arthritis-a compositional magnetic resonance imaging study. Arthritis Res Ther 2020; 22:124. [PMID: 32471515 PMCID: PMC7257142 DOI: 10.1186/s13075-020-02219-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Accepted: 05/14/2020] [Indexed: 12/27/2022] Open
Abstract
Background Even though cartilage loss is a known feature of psoriatic arthritis (PsA), little is known about its role in the pathogenesis of PsA. Using delayed gadolinium-enhanced magnetic resonance imaging of cartilage (dGEMRIC) as a non-invasive marker of the tissue’s proteoglycan content, such early (i.e., pre-morphological) changes have been associated with inflammation in rheumatoid arthritis (RA). Yet, this association has not been studied before in PsA. Methods The metacarpophalangeal (MCP), proximal interphalangeal (PIP), and distal interphalangeal (DIP) joints of 17 patients with active PsA were evaluated by high-resolution clinical standard morphological and dGEMRIC sequences using a 3T MRI scanner (Magnetom Skyra, Siemens) and a dedicated 16-channel hand coil. Images were analyzed by two independent raters for dGEMRIC indices, PsA MRI scores (PsAMRIS), and total cartilage thickness (TCT). Kendall tau correlation coefficients (τ) were calculated. Results We found significant negative correlations between dGEMRIC indices and total PsAMRIS (τ = − 0.5, p = 0.012), synovitis (τ = − 0.56, p = 0.006), flexor tenosynovitis (τ = − 0.4, p = 0.049), and periarticular inflammation (τ = − 0.72, p < 0.001). Significant positive correlations were found between TCT and dGEMRIC indices at all joint levels (τ = 0.43, p < 0.001). No significant correlations were determined between dGEMRIC indices and bone erosion, bone edema, or bone proliferation. Conclusion In PsA, proteoglycan loss as assessed by dGEMRIC is associated with periarticular inflammation, synovitis, and flexor tenosynovitis, but not with bone erosion or proliferation. Thereby, these findings contribute to in vivo concepts of the disease’s pathophysiology. Beyond morphology, advanced MRI techniques may be used to assess cartilage composition in PsA and to identify early changes in the cartilage as an imaging biomarker with potential application in detection, monitoring, and prediction of outcomes of PsA. Trial registration 2014123117, December 2014.
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Affiliation(s)
- Daniel B Abrar
- University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225, Düsseldorf, Germany.
| | - Christoph Schleich
- University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225, Düsseldorf, Germany
| | - Sven Nebelung
- University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225, Düsseldorf, Germany
| | - Miriam Frenken
- University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225, Düsseldorf, Germany
| | - Tim Ullrich
- University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225, Düsseldorf, Germany
| | - Karl Ludger Radke
- University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225, Düsseldorf, Germany
| | - Gerald Antoch
- University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225, Düsseldorf, Germany
| | - Stefan Vordenbäumen
- Department and Hiller Research Unit for Rheumatology, UKD, Heinrich Heine University Düsseldorf, Moorenstrasse 5, 40225, Düsseldorf, Germany
| | - Ralph Brinks
- Department and Hiller Research Unit for Rheumatology, UKD, Heinrich Heine University Düsseldorf, Moorenstrasse 5, 40225, Düsseldorf, Germany
| | - Matthias Schneider
- Department and Hiller Research Unit for Rheumatology, UKD, Heinrich Heine University Düsseldorf, Moorenstrasse 5, 40225, Düsseldorf, Germany
| | - Benedikt Ostendorf
- Department and Hiller Research Unit for Rheumatology, UKD, Heinrich Heine University Düsseldorf, Moorenstrasse 5, 40225, Düsseldorf, Germany
| | - Philipp Sewerin
- Department and Hiller Research Unit for Rheumatology, UKD, Heinrich Heine University Düsseldorf, Moorenstrasse 5, 40225, Düsseldorf, Germany
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Boesen M, Kubassova O, Sudoł-Szopińska I, Maas M, Hansen P, Nybing JD, Oei EH, Hemke R, Guermazi A. MR Imaging of Joint Infection and Inflammation with Emphasis on Dynamic Contrast-Enhanced MR Imaging. PET Clin 2018; 13:523-550. [PMID: 30219186 DOI: 10.1016/j.cpet.2018.05.007] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Contrast-enhanced MR imaging (CE-MR imaging) is recommended for diagnosis and monitoring of infectious and most inflammatory joint diseases. CE-MR imaging clearly differentiates soft and bony tissue from fluid collections and infectious debris. To improve imaging information, a dynamic CE-MR imaging sequence (DCE-MR imaging) sequence can be applied using fast T1-weighted sequential image acquisition during contrast injection. Use of DCE-MR imaging allows robust extraction of quantitative information regarding blood flow and capillary permeability, especially when dedicated analysis methods and software are used to analyze contrast kinetics. This article describes principles of DCE-MR imaging for the assessment of infectious and inflammatory joint diseases.
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Affiliation(s)
- Mikael Boesen
- Department of Radiology, Bispebjerg and Frederiksberg Hospital, Bispebjerg Bakke 23, 2400, Copenhagen Nv, Denmark; Parker Institute, Bispebjerg and Frederiksberg Hospital, Nordrefasanvej 57, 2000 Copenhagen F, Denmark.
| | - Olga Kubassova
- Image Analysis Group (IAG), AQBC Minster House, 272-274 Vauxhall Bridge Road, SW1V 1BA, London, UK
| | - Iwona Sudoł-Szopińska
- Department of Radiology, National Institute of Geriatrics, Rheumatology and Rehabilitation, Warsaw, Poland; Department of Diagnostic Imaging, Warsaw Medical University, Warsaw, Poland
| | - Mario Maas
- Department of Radiology, Faculty of Medicine, Academic Medical Center (AMC) Amsterdam, University of Amsterdam, Amsterdam, The Netherlands; Department of Nuclear Medicine, Faculty of Medicine, Academic Medical Center (AMC) Amsterdam, University of Amsterdam, Amsterdam, The Netherlands
| | - Philip Hansen
- Department of Radiology, Bispebjerg and Frederiksberg Hospital, Bispebjerg Bakke 23, 2400, Copenhagen Nv, Denmark
| | - Janus Damm Nybing
- Department of Radiology, Bispebjerg and Frederiksberg Hospital, Bispebjerg Bakke 23, 2400, Copenhagen Nv, Denmark
| | - Edwin H Oei
- Department of Radiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands; Department of Nuclear Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Robert Hemke
- Department of Radiology, Faculty of Medicine, Academic Medical Center (AMC) Amsterdam, University of Amsterdam, Amsterdam, The Netherlands; Department of Nuclear Medicine, Faculty of Medicine, Academic Medical Center (AMC) Amsterdam, University of Amsterdam, Amsterdam, The Netherlands
| | - Ali Guermazi
- Department of Radiology, Boston University School of Medicine, Boston, MA, USA
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Li Q, Gao X, Yao Z, Feng X, He H, Xue J, Gao P, Yang L, Cheng X, Chen W, Yang Y. Permeability Surface of Deep Middle Cerebral Artery Territory on Computed Tomographic Perfusion Predicts Hemorrhagic Transformation After Stroke. Stroke 2017; 48:2412-2418. [PMID: 28775139 DOI: 10.1161/strokeaha.117.017486] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Revised: 06/22/2017] [Accepted: 07/10/2017] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE Permeability surface (PS) on computed tomographic perfusion reflects blood-brain barrier permeability and is related to hemorrhagic transformation (HT). HT of deep middle cerebral artery (MCA) territory can occur after recanalization of proximal large-vessel occlusion. We aimed to determine the relationship between HT and PS of deep MCA territory. METHODS We retrospectively reviewed 70 consecutive acute ischemic stroke patients presenting with occlusion of the distal internal carotid artery or M1 segment of the MCA. All patients underwent computed tomographic perfusion within 6 hours after symptom onset. Computed tomographic perfusion data were postprocessed to generate maps of different perfusion parameters. Risk factors were identified for increased deep MCA territory PS. Receiver operating characteristic curve analysis was performed to calculate the optimal PS threshold to predict HT of deep MCA territory. RESULTS Increased PS was associated with HT of deep MCA territory. After adjustments for age, sex, onset time to computed tomographic perfusion, and baseline National Institutes of Health Stroke Scale, poor collateral status (odds ratio, 7.8; 95% confidence interval, 1.67-37.14; P=0.009) and proximal MCA-M1 occlusion (odds ratio, 4.12; 95% confidence interval, 1.03-16.52; P=0.045) were independently associated with increased deep MCA territory PS. Relative PS most accurately predicted HT of deep MCA territory (area under curve, 0.94; optimal threshold, 2.89). CONCLUSIONS Increased PS can predict HT of deep MCA territory after recanalization therapy for cerebral proximal large-vessel occlusion. Proximal MCA-M1 complete occlusion and distal internal carotid artery occlusion in conjunction with poor collaterals elevate deep MCA territory PS.
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Affiliation(s)
- Qiao Li
- From the Departments of Radiology (Q.L., X.G., Z.Y., X.F., H.H.) and Neurology (L.Y., X.C.), Huashan Hospital, Fudan University, Shanghai, China; Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (J.X., P.G.); Department of Radiology, The First Affiliated Hospital, Wenzhou Medical University, China (W.C., Y.Y.)
| | - Xinyi Gao
- From the Departments of Radiology (Q.L., X.G., Z.Y., X.F., H.H.) and Neurology (L.Y., X.C.), Huashan Hospital, Fudan University, Shanghai, China; Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (J.X., P.G.); Department of Radiology, The First Affiliated Hospital, Wenzhou Medical University, China (W.C., Y.Y.)
| | - Zhenwei Yao
- From the Departments of Radiology (Q.L., X.G., Z.Y., X.F., H.H.) and Neurology (L.Y., X.C.), Huashan Hospital, Fudan University, Shanghai, China; Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (J.X., P.G.); Department of Radiology, The First Affiliated Hospital, Wenzhou Medical University, China (W.C., Y.Y.)
| | - Xiaoyuan Feng
- From the Departments of Radiology (Q.L., X.G., Z.Y., X.F., H.H.) and Neurology (L.Y., X.C.), Huashan Hospital, Fudan University, Shanghai, China; Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (J.X., P.G.); Department of Radiology, The First Affiliated Hospital, Wenzhou Medical University, China (W.C., Y.Y.)
| | - Huijin He
- From the Departments of Radiology (Q.L., X.G., Z.Y., X.F., H.H.) and Neurology (L.Y., X.C.), Huashan Hospital, Fudan University, Shanghai, China; Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (J.X., P.G.); Department of Radiology, The First Affiliated Hospital, Wenzhou Medical University, China (W.C., Y.Y.).
| | - Jing Xue
- From the Departments of Radiology (Q.L., X.G., Z.Y., X.F., H.H.) and Neurology (L.Y., X.C.), Huashan Hospital, Fudan University, Shanghai, China; Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (J.X., P.G.); Department of Radiology, The First Affiliated Hospital, Wenzhou Medical University, China (W.C., Y.Y.)
| | - Peiyi Gao
- From the Departments of Radiology (Q.L., X.G., Z.Y., X.F., H.H.) and Neurology (L.Y., X.C.), Huashan Hospital, Fudan University, Shanghai, China; Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (J.X., P.G.); Department of Radiology, The First Affiliated Hospital, Wenzhou Medical University, China (W.C., Y.Y.)
| | - Lumeng Yang
- From the Departments of Radiology (Q.L., X.G., Z.Y., X.F., H.H.) and Neurology (L.Y., X.C.), Huashan Hospital, Fudan University, Shanghai, China; Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (J.X., P.G.); Department of Radiology, The First Affiliated Hospital, Wenzhou Medical University, China (W.C., Y.Y.)
| | - Xin Cheng
- From the Departments of Radiology (Q.L., X.G., Z.Y., X.F., H.H.) and Neurology (L.Y., X.C.), Huashan Hospital, Fudan University, Shanghai, China; Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (J.X., P.G.); Department of Radiology, The First Affiliated Hospital, Wenzhou Medical University, China (W.C., Y.Y.)
| | - Weijian Chen
- From the Departments of Radiology (Q.L., X.G., Z.Y., X.F., H.H.) and Neurology (L.Y., X.C.), Huashan Hospital, Fudan University, Shanghai, China; Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (J.X., P.G.); Department of Radiology, The First Affiliated Hospital, Wenzhou Medical University, China (W.C., Y.Y.)
| | - Yunjun Yang
- From the Departments of Radiology (Q.L., X.G., Z.Y., X.F., H.H.) and Neurology (L.Y., X.C.), Huashan Hospital, Fudan University, Shanghai, China; Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China (J.X., P.G.); Department of Radiology, The First Affiliated Hospital, Wenzhou Medical University, China (W.C., Y.Y.)
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Schleich C, Miese F, Müller-Lutz A, Boos J, Aissa J, Nasca A, Zaucke F, Bostelmann T, Schimmöller L, Bittersohl B, Steiger HJ, Antoch G, Bostelmann R. Value of delayed gadolinium-enhanced magnetic resonance imaging of cartilage for the pre-operative assessment of cervical intervertebral discs. J Orthop Res 2017; 35:1824-1830. [PMID: 27699832 DOI: 10.1002/jor.23454] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Accepted: 09/29/2016] [Indexed: 02/04/2023]
Abstract
The study was performed to preoperatively assess the cartilage integrity of cervical intervertebral discs (IVDs) using Delayed Gadolinium-Enhanced Magnetic Resonance Imaging of Cartilage (dGEMRIC). Therefore, 53 cervical intervertebral discs of nine preoperative patients with neck and shoulder/arm pain scheduled for discectomy (five females, four males; mean age: 47.1 ± 8.4 years; range: 36-58 years) were included for biochemical analysis in this retrospective study. The patients underwent 3T magnetic resonance imaging (MRI) including biochemical imaging with dGEMRIC and morphological, sagittal T2 weighted (T2w) imaging. Cervical IVDs were rated using an MRI based grading system for cervical IVDs on T2w images. Region-of-interest measurements were performed in the nucleus pulposus (NP) and annulus fibrosus (AF) and a dGEMRIC index was calculated. Our results demonstrated that IVDs scheduled for discectomy showed significantly lower dGEMRIC index compared to IVDs that did not require surgical intervention in NP and AF (NP: 898.4 ± 191.9 ms vs. 1,150.3 ± 320.7 ms, p = 0.008; AF: 738.7 ± 183.8 ms vs. 984.6 ± 178.9 ms, p = 0.008). For Miyazaki score 3, the dGEMRIC indices were significantly lower in IVDs scheduled for surgery compared to non-operated discs for NP (p = 0.043) and AF (p = 0.018). In conclusion we could demonstrate that biochemical imaging with dGEMRIC is feasible in cervical IVDs. Significantly lower dGEMRIC index suggested GAG depletion in degenerated cervical IVD, scheduled for discectomy. © 2016 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 35:1824-1830, 2017.
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Affiliation(s)
- Christoph Schleich
- Medical Faculty, Department of Diagnostic and Interventional Radiology, University Dusseldorf, D-40225, Dusseldorf, Germany
| | - Falk Miese
- Medical Faculty, Department of Diagnostic and Interventional Radiology, University Dusseldorf, D-40225, Dusseldorf, Germany
| | - Anja Müller-Lutz
- Medical Faculty, Department of Diagnostic and Interventional Radiology, University Dusseldorf, D-40225, Dusseldorf, Germany
| | - Johannes Boos
- Medical Faculty, Department of Diagnostic and Interventional Radiology, University Dusseldorf, D-40225, Dusseldorf, Germany
| | - Joel Aissa
- Medical Faculty, Department of Diagnostic and Interventional Radiology, University Dusseldorf, D-40225, Dusseldorf, Germany
| | - Adrian Nasca
- Neurosurgical Department, University Hospital, Dusseldorf, Germany
| | - Frank Zaucke
- Medical Faculty, Department of Orthopedics, University of Frankfurt/Main, Germany
| | | | - Lars Schimmöller
- Medical Faculty, Department of Diagnostic and Interventional Radiology, University Dusseldorf, D-40225, Dusseldorf, Germany
| | - Bernd Bittersohl
- Medical Faculty, Department of Orthopedics, University Duesseldorf, Germany
| | | | - Gerald Antoch
- Medical Faculty, Department of Diagnostic and Interventional Radiology, University Dusseldorf, D-40225, Dusseldorf, Germany
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Wang CY, Peng YJ, Hsu YJ, Lee HS, Chang YC, Chang CS, Chiang SW, Hsu YC, Lin MH, Huang GS. Cartilage MRI T2 ∗ relaxation time and perfusion changes of the knee in a 5/6 nephrectomy rat model of chronic kidney disease. Osteoarthritis Cartilage 2017; 25:976-985. [PMID: 28011101 DOI: 10.1016/j.joca.2016.12.019] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2016] [Revised: 11/28/2016] [Accepted: 12/14/2016] [Indexed: 02/02/2023]
Abstract
OBJECTIVE Chronic kidney disease (CKD) is characterized by metabolic disturbances in calcium and phosphorus homeostasis as kidney function declines. Alterations in blood perfusion in bone resulting from arteriosclerosis of bone vessels may relate to the progression of CKD. Herein, change in dynamic contrast enhanced (DCE) MRI parameters (A: amplitude, kel: elimination constant, and kep: permeability rate constant) and MRI T2∗ relaxation time of the knee cartilage were measured in a rodent nephrectomy model in order to (1) examine the relationship of peripheral blood perfusion to CKD and (2) demonstrate the feasibility of using DCE-MRI parameters and MRI T2∗ as imaging biomarkers to monitor disease progression. DESIGN Two groups of male Sprague-Dawley rats received either (1) no intervention or (2) 5/6 nephrectomy. RESULTS We found that the CKD group (compared with the control group) had lower A and kel values and similar kep value in the lateral and medial articular cartilages beginning at 12 weeks (P < 0.05); statistically significantly higher T2∗ values in the lateral and medial articular cartilages beginning at 18 weeks (P < 0.05); statistically significantly decreased inner luminal diameter of the popliteal artery, and altered structure of the lateral and medial articular cartilages (P < 0.05). CONCLUSION Perfusion deficiency and CKD may be related. DCE parameters and MRI T2∗ could serve as imaging biomarkers of cartilage degeneration in CKD progression.
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Affiliation(s)
- C-Y Wang
- Department and Graduate Institute of Biology and Anatomy, National Defense Medical Center, Taipei, Taiwan; Department of Radiology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Y-J Peng
- Department of Pathology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Y-J Hsu
- Division of Nephrology, Department of Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - H-S Lee
- Department of Pathology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan; Department of Pathology and Laboratory Medicine, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - Y-C Chang
- Department of Mathematics, Tamkang University, New Taipei City, Taiwan
| | - C-S Chang
- Department of Radiology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan; Department of Pathology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - S-W Chiang
- Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan; Department of Radiology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Y-C Hsu
- Department of Radiology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - M-H Lin
- Institute of Biomedical Sciences, Academic Sinica, Taipei, Taiwan
| | - G-S Huang
- Department of Radiology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan; Department of Medical Research, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan.
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Oosterbroek J, Bennink E, Philippens MEP, Raaijmakers CPJ, Viergever MA, de Jong HWAM. Comparison of DCE-CT models for quantitative evaluation ofKtransin larynx tumors. Phys Med Biol 2015; 60:3759-73. [DOI: 10.1088/0031-9155/60/9/3759] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Schleich C, Müller-Lutz A, Sewerin P, Ostendorf B, Buchbender C, Schneider M, Antoch G, Miese F. Intra-individual assessment of inflammatory severity and cartilage composition of finger joints in rheumatoid arthritis. Skeletal Radiol 2015; 44:513-8. [PMID: 25367672 DOI: 10.1007/s00256-014-2045-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2014] [Revised: 09/22/2014] [Accepted: 10/17/2014] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To intra-individually assess the association of inflammation severity and cartilage composition measured by RAMRIS synovitis sub-score and delayed gadolinium-enhanced magnetic resonance imaging of the cartilage (dGEMRIC) of metacarpophalangeal (MCP) joints in patients with rheumatoid arthritis (RA). METHODS Forty-three patients with RA according to ACR/EULAR classification criteria (age 52.9 ± 14.5 years, range, 18-77 years) were included in this study. All study participants received 3-T MRI scans of the metacarpophalangeal joints of the second and third finger (MCP 2 and 3). The severity of synovitis was scored according to the RAMRIS synovitis sub-score by two readers in consensus. In the cases with identical synovitis sub-scores, two radiologists decided in consensus on the joint with more severe synovitis. Cartilage composition was assessed with dGEMRIC. To test the association of inflammation severity and cartilage damage and in order to eliminate inter-patient confounders, each patient's MCP 2 and 3 were dichotomized into the joint with more severe synovitis versus the joint with less severe synovitis for a paired Wilcoxon test of dGEMRIC value. RESULTS There was a significant difference of dGEMRIC value (median of difference: 47.12, CI [16.6; 62.76]) between the dichotomized MCPs (p = 0.0001). There was a significant correlation between dGEMRIC value and RAMRIS synovitis grading of the joint with more severe synovitis (r = 0.5; p < 0.05) and the joint with less severe synovitis (r = 0.33; p < 0.05). CONCLUSIONS Our data concur with the concept that synovitis severity is associated with cartilage damage. The local inflammatory status on a joint level correlated significantly with the extent of cartilage degradation in biochemical MRI.
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Affiliation(s)
- C Schleich
- Medical Faculty, Department of Diagnostic and Interventional Radiology, University Dusseldorf, D-40225, Dusseldorf, Germany
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Cartilage quality in rheumatoid arthritis: comparison of T2* mapping, native T1 mapping, dGEMRIC, ΔR1 and value of pre-contrast imaging. Skeletal Radiol 2012; 41:685-92. [PMID: 21932053 DOI: 10.1007/s00256-011-1276-2] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2011] [Revised: 09/01/2011] [Accepted: 09/05/2011] [Indexed: 02/02/2023]
Abstract
PURPOSE To prospectively evaluate four non-invasive markers of cartilage quality--T2* mapping, native T1 mapping, dGEMRIC and ΔR1--in healthy volunteers and rheumatoid arthritis (RA) patients. MATERIALS AND METHODS Cartilage of metacarpophalangeal (MCP) joints II were imaged in 28 consecutive subjects: 12 healthy volunteers [9 women, mean (SD) age 52.67 (9.75) years, range 30-66] and 16 RA patients with MCP II involvement [12 women, mean (SD) age 58.06 (12.88) years, range 35-76]. Sagittal T2* mapping was performed with a multi-echo gradient-echo on a 3 T MRI scanner. For T1 mapping the dual flip angle method was applied prior to native T1 mapping and 40 min after gadolinium application (delayed gadolinium-enhanced MRI of cartilage, dGEMRIC, T1(Gd)). The difference in the longitudinal relaxation rate induced by gadolinium (ΔR1) was calculated. The area under the receiver operating characteristic curve (AROC) was used to test for differentiation of RA patients from healthy volunteers. RESULTS dGEMRIC (AUC 0.81) and ΔR1 (AUC 0.75) significantly differentiated RA patients from controls. T2* mapping (AUC 0.66) and native T1 mapping (AUC 0.66) were not significantly different in RA patients compared to controls. CONCLUSIONS The data support the use of dGEMRIC for the assessment of MCP joint cartilage quality in RA. T2* and native T1 mapping are of low diagnostic value. Pre-contrast T1 mapping for the calculation of ΔR1 does not increase the diagnostic value of dGEMRIC.
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Bansal PN, Stewart RC, Entezari V, Snyder BD, Grinstaff MW. Contrast agent electrostatic attraction rather than repulsion to glycosaminoglycans affords a greater contrast uptake ratio and improved quantitative CT imaging in cartilage. Osteoarthritis Cartilage 2011; 19:970-6. [PMID: 21549206 DOI: 10.1016/j.joca.2011.04.004] [Citation(s) in RCA: 68] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2010] [Revised: 02/11/2011] [Accepted: 04/12/2011] [Indexed: 02/02/2023]
Abstract
PURPOSE The purpose of this study is to evaluate the effect of contrast agent charge on the contrast agent uptake ratio (CUR) in cartilage and to image the naturally occurring variations in glycosaminoglycan (GAG) content present in bovine articular cartilage. METHODS In an ex vivo bovine osteochondral plug model, we utilized three charged contrast agents (Gadopentetate/Magnevist [-2], Ioxaglate/Hexabrix [-1], and CA4+ [+4]) and μCT to image cartilage. The X-ray attenuation of the cartilage tissue after equilibration in each contrast agent was also related to the initial X-ray attenuation of each contrast agent in solution to compute the uptake of the respective contrast agent (i.e., the CUR). RESULTS Use of the cationic contrast agent resulted in significantly higher equilibrium X-ray attenuations in cartilage ECM than either of the anionic contrast agents (Gadopentetate [-2] and Ioxaglate [-1]). The CUR (Mean±SD) as computed in this study was 2.38 (±0.26) for the cationic contrast agent indicating a 2.38 fold increase in computed tomography (CT) attenuation of the cartilage. For the anionic contrast agents, the CUR was 0.62 (±0.26) for Ioxaglate [-1] and 0.52 (±0.17) for Gadopentetate [-2], indicating exclusion of 38% Ioxaglate and 48% Gadopentetate from the cartilage extracellular matrix. The cationic contrast agent exhibited significant correlations between CT attenuation and GAG content whereas Ioxaglate and Gadopentetate did not (R(2)=0.83 for CA4+, R(2)=0.20 for Ioxaglate, and R(2)=0.22 for Gadopentetate). CONCLUSION Electrostatic attraction of CA4+ allowed effective imaging of the GAG components of articular cartilage at 50% lower molar concentration than Ioxaglate and 20-fold lower molar concentration than Gadopentetate. The CA4+ contrast agent exhibited a significant correlation between CT attenuation and GAG content in ex vivo bovine osteochondral plugs.
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Affiliation(s)
- P N Bansal
- Center for Advanced Orthopaedic Studies, Beth Israel Deaconess Medical Center, Harvard Medical School, 1 Overland Street, Boston, MA 02215, USA
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Martí Bonmatí L, Alberich-Bayarri A, García-Martí G, Sanz Requena R, Pérez Castillo C, Carot Sierra JM, Manjón Herrera JV. [Imaging biomarkers, quantitative imaging, and bioengineering]. RADIOLOGIA 2011; 54:269-78. [PMID: 21733539 DOI: 10.1016/j.rx.2010.12.013] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2010] [Revised: 12/13/2010] [Accepted: 12/13/2010] [Indexed: 10/18/2022]
Abstract
Imaging biomarkers define objective characteristics extracted from medical images that are related to normal biological processes, diseases, or the response to treatment. To develop an imaging biomarker, it is necessary to carry out a series of steps to validate its relation with the reality studied and to check its clinical and technical validity. This process includes defining tests for the concepts and mechanisms; obtaining standardized and optimized anatomic, functional, and molecular images; analyzing the data with computer models; displaying data appropriately; obtaining the appropriate statistic measures; and conducting tests on the principle, efficacy, and effectiveness. In this article, we aim to explain the steps that must be established to enable biomarkers to be correctly applied, from their theoretical conception to their clinical implementation. To this end, we use the evaluation of angiogenesis in articular cartilage as an example.
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Affiliation(s)
- L Martí Bonmatí
- Servicio de Radiología, Hospital Quirón Valencia, Valencia, España.
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Requena RS, Martí-Bonmatí L. Potential use of pharmacokinetic modeling of first-pass dynamic contrast-enhanced MR images of cartilage. Radiographics 2011; 31:894-5. [PMID: 21571666 DOI: 10.1148/radiographics.31.3.313894] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Bansal PN, Joshi NS, Entezari V, Malone BC, Stewart RC, Snyder BD, Grinstaff MW. Cationic contrast agents improve quantification of glycosaminoglycan (GAG) content by contrast enhanced CT imaging of cartilage. J Orthop Res 2011; 29:704-9. [PMID: 21437949 DOI: 10.1002/jor.21312] [Citation(s) in RCA: 81] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2010] [Accepted: 10/18/2010] [Indexed: 02/04/2023]
Abstract
Minimally invasive and non-destructive methods to quantify glycosaminoglycans (GAGs) in articular cartilage extracellular matrix are of significant interest for the biochemical analysis of cartilage and diagnosis and tracking of osteoarthritis in vivo. Here, we report the use of cationic iodinated contrast agents in comparison to conventional anionic contrast agents for the quantitative monitoring of GAG concentrations with peripheral quantitative computed tomography. Using an ex vivo bovine osteochondral plug model, the cationic contrast agents were evaluated for their ability to distribute into articular cartilage and generate a positive relationship with GAG content. The cationic agents resulted in much higher equilibrium X-ray attenuations in cartilage extracellular matrix (ECM) than anionic agents. Experiments with samples subjected to enzymatic GAG degradation demonstrated that the cationic agents were up to five times more sensitive (p = 0.0001) to changes in GAG content and had a 24% higher correlation (p = 0.002) compared to the anionic agent (R(2) = 0.86, p < 0.0001 compared with R(2) = 0.62, p = 0.004). The natural inhomogeneous distribution of GAGs in the ECM could clearly be identified in undegraded samples.
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Affiliation(s)
- Prashant N Bansal
- Department of Biomedical Engineering, Boston University, 590 Commonwealth Avenue, Boston, Massachusetts 02215, USA
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Hunter DJ, Zhang W, Conaghan PG, Hirko K, Menashe L, Reichmann WM, Losina E. Responsiveness and reliability of MRI in knee osteoarthritis: a meta-analysis of published evidence. Osteoarthritis Cartilage 2011; 19:589-605. [PMID: 21396465 PMCID: PMC3625963 DOI: 10.1016/j.joca.2010.10.030] [Citation(s) in RCA: 108] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2010] [Revised: 10/15/2010] [Accepted: 10/17/2010] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To summarize literature on the responsiveness and reliability of MRI-based measures of knee osteoarthritis (OA) structural change. METHODS A literature search was conducted using articles published up to the time of the search, April 2009. 1338 abstracts obtained with this search were preliminarily screened for relevance and of these, 243 were selected for data extraction. For this analysis we extracted data on reliability and responsiveness for every reported synovial joint tissue as it relates to MRI measurement in knee OA. Reliability was defined by inter- and intra-reader intra-class correlation (ICC), or coefficient of variation, or kappa statistics. Responsiveness was defined as standardized response mean (SRM) - ratio of mean of change over time divided by standard deviation of change. Random-effects models were used to pool data from multiple studies. RESULTS The reliability analysis included data from 84 manuscripts. The inter-reader and intra-reader ICC were excellent (range 0.8-0.94) and the inter-reader and intra-reader kappa values for quantitative and semi-quantitative measures were all moderate to excellent (range 0.52-0.88). The lowest value (kappa=0.52) corresponded to semi-quantitative synovial scoring intra-reader reliability and the highest value (ICC=0.94) for semi-quantitative cartilage morphology. The responsiveness analysis included data from 42 manuscripts. The pooled SRM for quantitative measures of cartilage morphometry for the medial tibiofemoral joint was -0.86 (95% confidence intervals (CI) -1.26 to -0.46). The pooled SRM for the semi-quantitative measurement of cartilage morphology for the medial tibiofemoral joint was 0.55 (95% CI 0.47-0.64). For the quantitative analysis, SRMs are negative because the quantitative value, indicating a loss of cartilage, goes down. For the semi-quantitative analysis, SRMs indicating a loss in cartilage are positive (increase in score). CONCLUSION MRI has evolved substantially over the last decade and its strengths include the ability to visualize individual tissue pathologies, which can be measured reliably and with good responsiveness using both quantitative and semi-quantitative techniques.
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Affiliation(s)
- D J Hunter
- Rheumatology Department, Royal North Shore Hospital and Northern Clinical School, University of Sydney, Sydney, NSW, Australia.
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Li W, Edelman RR, Prasad PV. Delayed contrast enhanced MRI of meniscus with ionic and non-ionic agents. J Magn Reson Imaging 2011; 33:731-5. [DOI: 10.1002/jmri.22477] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
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Miese FR, Ostendorf B, Wittsack HJ, Reichelt DC, Mamisch TC, Zilkens C, Lanzman RS, Schneider M, Scherer A. Metacarpophalangeal Joints in Rheumatoid Arthritis: Delayed Gadolinium-enhanced MR Imaging of Cartilage—A Feasibility Study. Radiology 2010; 257:441-7. [DOI: 10.1148/radiol.10100459] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Revert Ventura A, Sanz-Requena R, Martí-Bonmatí L, Jornet J, Piquer J, Cremades A, Carot J. Análisis nosológico con parámetros de perfusión tisular de RM obtenidos mediante los modelos monocompartimental y farmacocinético en los glioblastomas cerebrales. RADIOLOGIA 2010; 52:432-41. [DOI: 10.1016/j.rx.2010.03.017] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2009] [Revised: 03/17/2010] [Accepted: 03/25/2010] [Indexed: 10/19/2022]
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Sanz-Requena R, Martí-Bonmatí L, Hervás V, Vega M, Alberich-Bayarri A, García-Martí G, Carot JM. [Modification of longitudinal relaxation time (T1) as a biomarker of patellar cartilage degeneration]. RADIOLOGIA 2010; 52:221-7. [PMID: 20382403 DOI: 10.1016/j.rx.2010.01.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2009] [Revised: 12/27/2009] [Accepted: 01/11/2010] [Indexed: 11/18/2022]
Abstract
OBJECTIVES To study the viability of longitudinal relaxation time (T1) of patellar cartilage as a biomarker of the degree of degeneration. MATERIAL AND METHODS We included 15 subjects classified into three groups according to clinical criteria (pain, functional limitation, and duration of symptoms) and imaging criteria as follows: (a) normal (3 men, 2 women; age 30+/-14 years), (b) with initial degeneration of the patellar cartilage (3 men, 2 women; age 30+/-6 years), or (c) with advanced degeneration (3 men, 2 women; age 57+/-10 years). All underwent MRI examination using special echo-gradient sequences to segment the cartilage and calculate the T1 maps. We selected the entire cartilage and the regions of interest classified according to clinical and imaging criteria as normal, initial degeneration, and advanced degeneration. The T1 values of the cartilage were obtained pixel by pixel and were calculated as the mean for the entire cartilage or by subregions (normal, initial, advanced). Differences between groups for the entire cartilage and the regions were analyzed using Student-Newman-Keuls post-hoc ANOVA. Reproducibility was evaluated using the coefficient of variance. RESULTS No significant differences in the overall analysis of the entire cartilage were found between the three groups (normal: 1003+/-172 ms, initial: 1064+/-124 ms, advanced: 1041+/-308 ms, p=0.665). However, the analysis by regions revealed significant differences (normal: 908+/-53 ms, initial degeneration: 1057+/-157 ms, advanced degeneration: 1133+/-116 ms, p=0.029). The reproducibility analysis found variations of 1.3% for the overall calculation, 3.7% for the regional calculation, and 8.2% for the acquisition. CONCLUSION In this preliminary study, calculating the T1 of the cartilage enabled regions with different degrees of degeneration to be differentiated.
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Affiliation(s)
- R Sanz-Requena
- Servicio de Radiología, Hospital Quirón, Valencia, España.
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Nosological analysis of MRI tissue perfusion parameters obtained using the unicompartmental and pharmacokinetic models in cerebral glioblastomas. RADIOLOGIA 2010. [DOI: 10.1016/s2173-5107(10)70031-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Sanz-Requena R, Martí-Bonmatí L, Hervás V, Vega M, Alberich-Bayarri Á, García-Martí G, Carot J. Modification of longitudinal relaxation time (T1) as a biomarker of patellar cartilage degeneration. RADIOLOGIA 2010. [DOI: 10.1016/s2173-5107(10)70014-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Martí-Bonmatí L, Sanz R, Alberich A, Belloch E. [New imaging techniques in the evaluation of joint cartilage]. REUMATOLOGIA CLINICA 2009; 5:285-288. [PMID: 21794630 DOI: 10.1016/j.reuma.2008.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2008] [Revised: 03/03/2008] [Accepted: 03/07/2008] [Indexed: 05/31/2023]
Abstract
Magnetic resonance (MR) imaging provides an excellent spatial resolution to visualize cartilage and define its main properties. Both 1.5 and especially 3 Tesla equipments have become very efficient in showing the whole articular cartilage and classifying the degenerative damage by analyzing morphological, structural and physical properties. MR evaluation of articular cartilage is of great clinical importance due to the prevalence of degenerative lesions and the development of new drugs and surgery-based treatments. In this work we explain the advances in the MR quantitation of the articular cartilage properties, particularly focusing on T2 and T1 relaxation times, the distribution of first-pass contrast agent (pharmacokinetic study) and late enhancement percentage. By using specific sequences and adequate measuring techniques, MR allows the evaluation of important parameters such as cartilage surface, thickness and volume; signal intensity and the physical properties related to collagen integrity and edema; cartilage perfusion and endothelial permeability related to neovascularization; and the presence of late enhancement areas, related to proteoglycan concentrations. This information will aid early diagnosis, establishment of the degree of degeneration, assessment of prognosis, definition of therapeutic options and evaluation of treatment effectiveness. The study of the cartilage structural and functional alterations by MR imaging is an excellent biomarker of tissue degeneration.
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Affiliation(s)
- Luis Martí-Bonmatí
- Servicio de Radiología, Hospital Quirón Valencia, Valencia, España; Servicio de Radiología, Hospital Universitario Dr. Peset, Valencia, España
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Affiliation(s)
- Iain Watt
- Department of Radiology, Leiden University Medical Centre, Albinusdreef 2, Postbus 9600, 2300 RC Leiden, The Netherlands.
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Sanz Requena R, Martí Bonmatí L, Álvarez C, García G, Pellicer A, Alberich Bayarri Á, Moratal D. Resonancia magnética en la respuesta al tratamiento del síndrome de hiperestimulación ovárica: comparación de modelos farmacocinéticos. RADIOLOGIA 2009; 51:176-82. [DOI: 10.1016/j.rx.2008.03.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2008] [Accepted: 03/26/2008] [Indexed: 01/11/2023]
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Glucosamine sulfate effect on the degenerated patellar cartilage: preliminary findings by pharmacokinetic magnetic resonance modeling. Eur Radiol 2009; 19:1512-8. [DOI: 10.1007/s00330-008-1286-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2008] [Accepted: 11/25/2008] [Indexed: 12/21/2022]
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Martí-Bonmatí L, Sanz-Requena R, Alberich-Bayarri A. Pharmacokinetic MR analysis of the cartilage is influenced by field strength. Eur J Radiol 2008; 67:448-52. [PMID: 18434058 DOI: 10.1016/j.ejrad.2008.02.047] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2008] [Accepted: 02/27/2008] [Indexed: 12/11/2022]
Abstract
PURPOSE To study if the pharmacokinetic parameters derived from dynamic contrast-enhanced magnetic resonance (DCE-MR) images of the patellar cartilage are influenced by the main magnetic field strength. MATERIALS AND METHODS DCE-MR images of the knee were obtained from 16 normal male subjects (eight cases in each 1.5 and 3T magnets). Also, four volunteers were evaluated in both equipments within 1 week. Cartilage pharmacokinetic parameters of vascular permeability (K(trans)), extraction ratio (k(ep)), extravascular extracellular space volume fraction (v(e)) and intravascular space volume fraction (v(p)) were obtained. RESULTS Statistically significant differences were observed between the 1.5 and 3T groups for K(trans) (mean+/-S.D.; 5.44+/-2.27 vs. 1.01+/-0.41, respectively) and v(e) (3.37+/-2.32 vs. 0.81+/-0.80). A difference in K(trans) was also present when the same controls were evaluated in both equipments. There were no significant differences for k(ep) and v(p) values. Reproducibility of the pharmacokinetic calculations, assessed with the 24 acquisitions, showed a very low test-retest root mean square coefficient of variation (0.13, 0.10, 0.23 and 0.18 for K(trans), k(ep), v(e) and v(p), respectively). CONCLUSION Cartilage vascular permeability values are influenced by the MR field strength. This should be taken in consideration when analyzing this biomarker.
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