Literature DB >> 29090500

Five-minute knee MRI for simultaneous morphometry and T2 relaxometry of cartilage and meniscus and for semiquantitative radiological assessment using double-echo in steady-state at 3T.

Akshay S Chaudhari1,2, Marianne S Black1,3, Susanne Eijgenraam4, Wolfgang Wirth5,6, Susanne Maschek5,6, Bragi Sveinsson1, Felix Eckstein5,6, Edwin H G Oei4, Garry E Gold1,2, Brian A Hargreaves1,2,7.   

Abstract

BACKGROUND: Biomarkers for assessing osteoarthritis activity necessitate multiple MRI sequences with long acquisition times.
PURPOSE: To perform 5-minute simultaneous morphometry (thickness/volume measurements) and T2 relaxometry of both cartilage and meniscus, and semiquantitative MRI Osteoarthritis Knee Scoring (MOAKS). STUDY TYPE: Prospective.
SUBJECTS: Fifteen healthy volunteers for morphometry and T2 measurements, and 15 patients (five each Kellgren-Lawrence grades 0/2/3) for MOAKS assessment. FIELD STRENGTH/SEQUENCE: A 5-minute double-echo steady-state (DESS) sequence was evaluated for generating quantitative and semiquantitative osteoarthritis biomarkers at 3T. ASSESSMENT: Flip angle simulations evaluated tissue signals and sensitivity of T2 measurements. Morphometry and T2 reproducibility was compared against morphometry-optimized and relaxometry-optimized sequences. Repeatability was assessed by scanning five volunteers twice. MOAKS reproducibility was compared to MOAKS derived from a clinical knee MRI protocol by two readers. STATISTICAL TESTS: Coefficients of variation (CVs), concordance confidence intervals (CCI), and Wilcoxon signed-rank tests compared morphometry and relaxometry measurements with their reference standards. DESS MOAKS positive percent agreement (PPA), negative percentage agreement (NPA), and interreader agreement was calculated using the clinical protocol as a reference. Biomarker variations between Kellgren-Lawrence groups were evaluated using Wilcoxon rank-sum tests.
RESULTS: Cartilage thickness (P = 0.65), cartilage T2 (P = 0.69), and meniscus T2 (P = 0.06) did not significantly differ from their reference standard (with a 20° DESS flip angle). DESS slightly overestimated meniscus volume (P < 0.001). Accuracy and repeatability CVs were <3.3%, except the meniscus T2 accuracy (7.6%). DESS MOAKS had substantial interreader agreement and high PPA/NPA values of 87%/90%. Bone marrow lesions and menisci had slightly lower PPAs. Cartilage and meniscus T2 , and MOAKS (cartilage surface area, osteophytes, cysts, and total score) was higher in Kellgren-Lawrence groups 2 and 3 than group 0 (P < 0.05). DATA
CONCLUSION: The 5-minute DESS sequence permits MOAKS assessment for a majority of tissues, along with repeatable and reproducible simultaneous cartilage and meniscus T2 relaxometry and morphometry measurements. LEVEL OF EVIDENCE: 2 Technical Efficacy: Stage 1 J. Magn. Reson. Imaging 2018;47:1328-1341.
© 2017 International Society for Magnetic Resonance in Medicine.

Entities:  

Keywords:  DESS; MOAKS; T2; cartilage; meniscus; morphometry

Mesh:

Substances:

Year:  2017        PMID: 29090500      PMCID: PMC5899635          DOI: 10.1002/jmri.25883

Source DB:  PubMed          Journal:  J Magn Reson Imaging        ISSN: 1053-1807            Impact factor:   4.813


  38 in total

1.  Effect of windowing and zero-filled reconstruction of MRI data on spatial resolution and acquisition strategy.

Authors:  M A Bernstein; S B Fain; S J Riederer
Journal:  J Magn Reson Imaging       Date:  2001-09       Impact factor: 4.813

2.  Assessment of synovitis with contrast-enhanced MRI using a whole-joint semiquantitative scoring system in people with, or at high risk of, knee osteoarthritis: the MOST study.

Authors:  Ali Guermazi; Frank W Roemer; Daichi Hayashi; Michel D Crema; Jingbo Niu; Yuqing Zhang; Monica D Marra; Avinash Katur; John A Lynch; George Y El-Khoury; Kristin Baker; Laura B Hughes; Michael C Nevitt; David T Felson
Journal:  Ann Rheum Dis       Date:  2010-12-27       Impact factor: 19.103

3.  The global burden of hip and knee osteoarthritis: estimates from the global burden of disease 2010 study.

Authors:  Marita Cross; Emma Smith; Damian Hoy; Sandra Nolte; Ilana Ackerman; Marlene Fransen; Lisa Bridgett; Sean Williams; Francis Guillemin; Catherine L Hill; Laura L Laslett; Graeme Jones; Flavia Cicuttini; Richard Osborne; Theo Vos; Rachelle Buchbinder; Anthony Woolf; Lyn March
Journal:  Ann Rheum Dis       Date:  2014-02-19       Impact factor: 19.103

4.  Dual-pathway multi-echo sequence for simultaneous frequency and T2 mapping.

Authors:  Cheng-Chieh Cheng; Chang-Sheng Mei; Jeffrey Duryea; Hsiao-Wen Chung; Tzu-Cheng Chao; Lawrence P Panych; Bruno Madore
Journal:  J Magn Reson       Date:  2016-02-04       Impact factor: 2.229

5.  A concordance correlation coefficient to evaluate reproducibility.

Authors:  L I Lin
Journal:  Biometrics       Date:  1989-03       Impact factor: 2.571

6.  Longitudinal change in quantitative meniscus measurements in knee osteoarthritis--data from the Osteoarthritis Initiative.

Authors:  Katja Bloecker; W Wirth; A Guermazi; W Hitzl; D J Hunter; F Eckstein
Journal:  Eur Radiol       Date:  2015-03-24       Impact factor: 5.315

7.  Simultaneous estimation of T(2) and apparent diffusion coefficient in human articular cartilage in vivo with a modified three-dimensional double echo steady state (DESS) sequence at 3 T.

Authors:  Ernesto Staroswiecki; Kristin L Granlund; Marcus T Alley; Garry E Gold; Brian A Hargreaves
Journal:  Magn Reson Med       Date:  2011-12-16       Impact factor: 4.668

Review 8.  Cartilage MRI T2 relaxation time mapping: overview and applications.

Authors:  Timothy J Mosher; Bernard J Dardzinski
Journal:  Semin Musculoskelet Radiol       Date:  2004-12       Impact factor: 1.777

9.  Musculoskeletal MRI at 3.0 T and 7.0 T: a comparison of relaxation times and image contrast.

Authors:  Caroline D Jordan; Manojkumar Saranathan; Neal K Bangerter; Brian A Hargreaves; Garry E Gold
Journal:  Eur J Radiol       Date:  2011-12-14       Impact factor: 3.528

Review 10.  Why radiography should no longer be considered a surrogate outcome measure for longitudinal assessment of cartilage in knee osteoarthritis.

Authors:  Ali Guermazi; Frank W Roemer; Deborah Burstein; Daichi Hayashi
Journal:  Arthritis Res Ther       Date:  2011-11-24       Impact factor: 5.156

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  18 in total

1.  Combined 5-minute double-echo in steady-state with separated echoes and 2-minute proton-density-weighted 2D FSE sequence for comprehensive whole-joint knee MRI assessment.

Authors:  Akshay S Chaudhari; Kathryn J Stevens; Bragi Sveinsson; Jeff P Wood; Christopher F Beaulieu; Edwin H G Oei; Jarrett K Rosenberg; Feliks Kogan; Marcus T Alley; Garry E Gold; Brian A Hargreaves
Journal:  J Magn Reson Imaging       Date:  2018-12-23       Impact factor: 4.813

2.  Targeted rapid knee MRI exam using T2 shuffling.

Authors:  Jonathan I Tamir; Valentina Taviani; Marcus T Alley; Becki C Perkins; Lori Hart; Kendall O'Brien; Fidaa Wishah; Jesse K Sandberg; Michael J Anderson; Javier S Turek; Theodore L Willke; Michael Lustig; Shreyas S Vasanawala
Journal:  J Magn Reson Imaging       Date:  2019-01-13       Impact factor: 4.813

3.  Utility of deep learning super-resolution in the context of osteoarthritis MRI biomarkers.

Authors:  Akshay S Chaudhari; Kathryn J Stevens; Jeff P Wood; Amit K Chakraborty; Eric K Gibbons; Zhongnan Fang; Arjun D Desai; Jin Hyung Lee; Garry E Gold; Brian A Hargreaves
Journal:  J Magn Reson Imaging       Date:  2019-07-16       Impact factor: 4.813

4.  Synthesizing Quantitative T2 Maps in Right Lateral Knee Femoral Condyles from Multicontrast Anatomic Data with a Conditional Generative Adversarial Network.

Authors:  Bragi Sveinsson; Akshay S Chaudhari; Bo Zhu; Neha Koonjoo; Martin Torriani; Garry E Gold; Matthew S Rosen
Journal:  Radiol Artif Intell       Date:  2021-05-26

5.  Open Source Software for Automatic Subregional Assessment of Knee Cartilage Degradation Using Quantitative T2 Relaxometry and Deep Learning.

Authors:  Kevin A Thomas; Dominik Krzemiński; Łukasz Kidziński; Rohan Paul; Elka B Rubin; Eni Halilaj; Marianne S Black; Akshay Chaudhari; Garry E Gold; Scott L Delp
Journal:  Cartilage       Date:  2021-09-08       Impact factor: 3.117

6.  Value of MRI in medicine: More than just another test?

Authors:  Edwin J R van Beek; Christiane Kuhl; Yoshimi Anzai; Patricia Desmond; Richard L Ehman; Qiyong Gong; Garry Gold; Vikas Gulani; Margaret Hall-Craggs; Tim Leiner; C C Tschoyoson Lim; James G Pipe; Scott Reeder; Caroline Reinhold; Marion Smits; Daniel K Sodickson; Clare Tempany; H Alberto Vargas; Meiyun Wang
Journal:  J Magn Reson Imaging       Date:  2018-08-25       Impact factor: 4.813

7.  Super-resolution musculoskeletal MRI using deep learning.

Authors:  Akshay S Chaudhari; Zhongnan Fang; Feliks Kogan; Jeff Wood; Kathryn J Stevens; Eric K Gibbons; Jin Hyung Lee; Garry E Gold; Brian A Hargreaves
Journal:  Magn Reson Med       Date:  2018-03-26       Impact factor: 4.668

Review 8.  Imaging of Synovial Inflammation in Osteoarthritis, From the AJR Special Series on Inflammation.

Authors:  Jacob Thoenen; James W MacKay; Halston J C Sandford; Garry E Gold; Feliks Kogan
Journal:  AJR Am J Roentgenol       Date:  2021-07-21       Impact factor: 3.959

9.  Diagnostic Accuracy of Quantitative Multicontrast 5-Minute Knee MRI Using Prospective Artificial Intelligence Image Quality Enhancement.

Authors:  Akshay S Chaudhari; Murray J Grissom; Zhongnan Fang; Bragi Sveinsson; Jin Hyung Lee; Garry E Gold; Brian A Hargreaves; Kathryn J Stevens
Journal:  AJR Am J Roentgenol       Date:  2020-08-05       Impact factor: 3.959

Review 10.  Rapid Knee MRI Acquisition and Analysis Techniques for Imaging Osteoarthritis.

Authors:  Akshay S Chaudhari; Feliks Kogan; Valentina Pedoia; Sharmila Majumdar; Garry E Gold; Brian A Hargreaves
Journal:  J Magn Reson Imaging       Date:  2019-11-21       Impact factor: 4.813

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