Multi-vendor multi-site T1p and T2 quantification of knee cartilage

被引:31
作者
Kim, J. [1 ,2 ]
Mamoto, K. [1 ,2 ]
Lartey, R. [1 ,2 ]
Xu, K. [1 ,2 ]
Nakamura, K. [1 ,2 ]
Shin, W. [1 ,3 ]
Winalski, C. S. [1 ,2 ,3 ]
Obuchowski, N. [1 ,4 ]
Tanaka, M. [5 ]
Bahroos, E. [5 ]
Link, T. M. [5 ]
Hardy, P. A. [6 ]
Peng, Q. [3 ,7 ,8 ]
Reddy, R. [9 ]
Botto-van Bemden, A. [10 ]
Liu, K. [11 ]
Peters, R. D. [12 ]
Wu, C. [13 ]
Li, X. [1 ,2 ,3 ]
机构
[1] Cleveland Clin, Program Adv Musculoskeletal Imaging PAMI, Cleveland, OH 44195 USA
[2] Cleveland Clin, Dept Biomed Engn, Lerner Res Inst, Cleveland, OH 44106 USA
[3] Cleveland Clin, Dept Diagnost Radiol, Imaging Inst, Cleveland, OH 44106 USA
[4] Cleveland Clin, Lerner Res Inst, Quantitat Hlth Sci, Cleveland, OH 44106 USA
[5] Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
[6] Univ Kentucky, Dept Radiol, Lexington, KY USA
[7] Albert Einstein Coll Med, Dept Radiol, Bronx, NY 10467 USA
[8] Montefiore Med Ctr, 111 E 210th St, Bronx, NY 10467 USA
[9] Univ Penn, Dept Radiol, Perelman Sch Med, Philadelphia, PA 19104 USA
[10] Arthrit Fdn, Atlanta, GA USA
[11] Siemens Med Solut Inc, Malvern, PA USA
[12] GE Healthcare, Waukesha, WI USA
[13] Philips Healthcare, Andover, MA USA
关键词
Magnetic resonance imaging; Cartilage imaging; T-1p; T-2; Reproducibility; Repeatability; SPIN-LOCKING; IN-VIVO; T-1-RHO; OSTEOARTHRITIS; REPRODUCIBILITY; DEGENERATION; QUANTITATION; SEQUENCES; ACCURACY; IMPACT;
D O I
10.1016/j.joca.2020.07.005
中图分类号
R826.8 [整形外科学]; R782.2 [口腔颌面部整形外科学]; R726.2 [小儿整形外科学]; R62 [整形外科学(修复外科学)];
学科分类号
摘要
Objective: To develop 3D T-1p and T-2 imaging based on the same sequence structure on MR systems from multiple vendors, and to evaluate intra-site repeatability and inter-site inter-vendor reproducibility of T-1p and T-2 measurements of knee cartilage. Methods: 3D magnetization-prepared angle-modulated partitioned k-space spoiled gradient echo snapshots (3D MAPSS) were implemented on MR systems from Siemens, GE and Philips. Phantom and human subject data were collected at four sites using 3T MR systems from the three vendors with harmonized protocols. Phantom data were collected by means of different positioning of the coil. Volunteers were scanned and rescanned after repositioning. Two traveling volunteers were scanned at all sites. Data were transferred to one site for centralized processing. Results: Intra-site average coefficient of variations (CVs) ranged from 1.09% to 3.05% for T-1p and 1.78-3.30% for T-2 in phantoms, and 1.60-3.93% for T-1p and 1.44-4.08% for T-2 in volunteers. Inter-site average CVs were 5.23% and 6.45% for MAPSS T-1p and T-2, respectively in phantoms, and 8.14% and 10.06% for MAPSS T-1p and T-2, respectively, In volunteers. Conclusion: This study showed promising results of multi-site, multi-vendor reproducibility of T-1p and T-2 values in knee cartilage. These quantitative measures may be applied in large-scale multi-site, multi-vendor trials with controlled sequence structure and scan parameters and centralized data processing. (c) 2020 Osteoarthritis Research Society International. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:1539 / 1550
页数:12
相关论文
共 41 条
[1]   Reduction of residual dipolar interaction in cartilage by spin-lock technique [J].
Akella, SVS ;
Regatte, RR ;
Wheaton, AJ ;
Borthakur, A ;
Reddy, R .
MAGNETIC RESONANCE IN MEDICINE, 2004, 52 (05) :1103-1109
[2]   MRI T2 and T1 relaxation in patients at risk for knee osteoarthritis: a systematic review and meta-analysis [J].
Atkinson, Hayden F. ;
Birmingham, Trevor B. ;
Moyer, Rebecca F. ;
Yacoub, Daniel ;
Kanko, Lauren E. ;
Bryant, Dianne M. ;
Thiessen, Jonathan D. ;
Thompson, R. Terry .
BMC MUSCULOSKELETAL DISORDERS, 2019, 20 (1)
[3]  
Avants BB., 2009, Insight J, V2, P1
[4]   Magnetic resonance transverse relaxation time T2 of knee cartilage in osteoarthritis at 3-T: a cross-sectional multicentre, multivendor reproducibility study [J].
Balamoody, Sharon ;
Williams, Tomos G. ;
Wolstenholme, Chris ;
Waterton, John C. ;
Bowes, Michael ;
Hodgson, Richard ;
Zhao, Sha ;
Scott, Marietta ;
Taylor, Chris J. ;
Hutchinson, Charles E. .
SKELETAL RADIOLOGY, 2013, 42 (04) :511-520
[5]   Single-shot T2 mapping using overlapping-echo detachment planar imaging and a deep convolutional neural network [J].
Cai, Congbo ;
Wang, Chao ;
Zeng, Yiqing ;
Cai, Shuhui ;
Liang, Dong ;
Wu, Yawen ;
Chen, Zhong ;
Ding, Xinghao ;
Zhong, Jianhui .
MAGNETIC RESONANCE IN MEDICINE, 2018, 80 (05) :2202-2214
[6]   New techniques for cartilage magnetic resonance imaging relaxation time analysis: Texture analysis of flattened cartilage and localized intra- and inter-subject comparisons [J].
Carballido-Gamio, Julio ;
Link, Thomas M. ;
Majumdar, Sharmila .
MAGNETIC RESONANCE IN MEDICINE, 2008, 59 (06) :1472-1477
[7]   Artifacts in T1ρ-weighted imaging:: correction with a self-compensating spin-locking pulse [J].
Charagundla, SR ;
Borthakur, A ;
Leigh, JS ;
Reddy, R .
JOURNAL OF MAGNETIC RESONANCE, 2003, 162 (01) :113-121
[8]   Errors in quantitative T1rho imaging and the correction methods [J].
Chen, Weitian .
QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2015, 5 (04) :583-591
[9]   Alternative Methods for Defining Osteoarthritis and the Impact on Estimating Prevalence in a US Population-Based Survey [J].
Cisternas, Miriam G. ;
Murphy, Louise ;
Sacks, Jeffrey J. ;
Solomon, Daniel H. ;
Pasta, David J. ;
Helmick, Charles G. .
ARTHRITIS CARE & RESEARCH, 2016, 68 (05) :574-580
[10]   Radiofrequency (RF) coil impacts the value and reproducibility of cartilage spin-spin (T2) relaxation time measurements [J].
Dardzinski, B. J. ;
Schneider, E. .
OSTEOARTHRITIS AND CARTILAGE, 2013, 21 (05) :710-720