Updates on Compositional MRI Mapping of the Cartilage: Emerging Techniques and Applications

被引:20
|
作者
Zibetti, Marcelo V. W. [1 ,2 ]
Menon, Rajiv G. G. [2 ]
de Moura, Hector L. L. [2 ]
Zhang, Xiaoxia [2 ]
Kijowski, Richard [2 ]
Regatte, Ravinder R. R. [2 ]
机构
[1] NYU, Grossman Sch Med, Ctr Biomed Imaging, Dept Radiol, 660 First Ave, New York, NY 10012 USA
[2] NYU, Ctr Biomed Imaging, Grossman Sch Med, Dept Radiol, New York, NY USA
关键词
quantitative mapping; accelerated relaxometry; compressed sensing; deep learning; magnetic resonance fingerprinting; GADOLINIUM-ENHANCED MRI; ARTICULAR-CARTILAGE; IN-VIVO; 3; T; GLYCOSAMINOGLYCAN CONCENTRATION; MAGNETIC-RESONANCE; PROTEOGLYCAN LOSS; T-2; RELAXATION; KNEE CARTILAGE; HIGH-QUALITY;
D O I
10.1002/jmri.28689
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Osteoarthritis (OA) is a widely occurring degenerative joint disease that is severely debilitating and causes significant socioeconomic burdens to society. Magnetic resonance imaging (MRI) is the preferred imaging modality for the morphological evaluation of cartilage due to its excellent soft tissue contrast and high spatial resolution. However, its utilization typically involves subjective qualitative assessment of cartilage. Compositional MRI, which refers to the quantitative characterization of cartilage using a variety of MRI methods, can provide important information regarding underlying compositional and ultrastructural changes that occur during early OA. Cartilage compositional MRI could serve as early imaging biomarkers for the objective evaluation of cartilage and help drive diagnostics, disease characterization, and response to novel therapies. This review will summarize current and ongoing state-of-the-art cartilage compositional MRI techniques and highlight emerging methods for cartilage compositional MRI including MR fingerprinting, compressed sensing, multiexponential relaxometry, improved and robust radio-frequency pulse sequences, and deep learning-based acquisition, reconstruction, and segmentation. The review will also briefly discuss the current challenges and future directions for adopting these emerging cartilage compositional MRI techniques for use in clinical practice and translational OA research studies. Evidence Level2 Technical EfficacyStage 2.
引用
收藏
页码:44 / 60
页数:17
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