Abstract
Objective
To perform a large-scale interchangeability study comparing 3D controlled aliasing in parallel imaging results in higher acceleration (CAIPIRINHA) sampling perfection with application optimized contrast using different flip angle evolutions (SPACE) TSE with standard 2D TSE for knee MRI.
Methods
In this prospective study, 250 patients underwent 3 T knee MRI, including a multicontrast 3D CAIPIRINHA SPACE TSE (9:26 min) and a standard 2D TSE protocol (12:14 min). Thirty-three (13%) patients had previous anterior cruciate ligament and/or meniscus surgery. Two radiologists assessed MRIs for image quality and identified pathologies of menisci, ligaments, and cartilage by using a 4-point Likert scale according to the level of diagnostic confidence. Interchangeability of the protocols was tested under the same-reader scenario using a bootstrap percentile confidence interval. Interreader reliability and intermethod concordance were also evaluated.
Results
Despite higher image quality and diagnostic confidence for standard 2D TSE compared to 3D CAIPIRINHA SPACE TSE, the protocols were found interchangeable for diagnosing knee abnormalities, except for patellar (6.8% difference; 95% CI: 4.0, 9.6) and trochlear (3.6% difference; 95% CI: 0.8, 6.6) cartilage defects. The interreader reliability was substantial to almost perfect for 2D and 3D MRI (range κ, 0.785–1 and κ, 0.725–0.964, respectively). Intermethod concordance was almost perfect for all diagnoses (range κ, 0.817–0.986).
Conclusion
Multicontrast 3D CAIPIRINHA SPACE TSE and standard 2D TSE protocols perform interchangeably for diagnosing knee abnormalities, except for patellofemoral cartilage defects. Despite the radiologist’s preference for 2D TSE imaging, a pursuit towards time-saving 3D TSE knee MRI is justified for routine practice.
Key Points
• Multicontrast 3D CAIPIRINHA SPACE and standard 2D TSE protocols perform interchangeably for diagnosing knee abnormalities, except for patellofemoral cartilage defects.
• Radiologists are more confident in diagnosing knee abnormalities on 2D TSE than on 3D CAIPIRINHA SPACE TSE MRI.
• Despite the radiologist’s preference for 2D TSE, a pursuit towards accelerated 3D TSE knee MRI is justified for routine practice.
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Abbreviations
- 2D:
-
Two-dimensional
- 3D:
-
Three-dimensional
- ACL:
-
Anterior cruciate ligament
- CAIPIRINHA:
-
Controlled aliasing in parallel imaging results in higher acceleration
- CS:
-
Compressed sensing
- DL:
-
Deep learning
- MPR:
-
Multiplanar reformation
- MRI:
-
Magnetic resonance imaging
- PI:
-
Parallel imaging
- SMS:
-
Simultaneous multislice
- SPACE:
-
Sampling perfection with application optimized contrast using different flip angle evolutions
- SPAIR:
-
Spectral attenuated inversion recovery
- TSE:
-
Turbo spin echo
References
Ristow O, Steinbach L, Sabo G et al (2009) Isotropic 3D fast spin-echo imaging versus standard 2D imaging at 3.0 T of the knee--image quality and diagnostic performance. Eur Radiol 19:1263–1272
Kijowski R, Davis KW, Woods MA et al (2009) Knee joint: comprehensive assessment with 3D isotropic resolution fast spin-echo MR imaging - diagnostic performance compared with that of conventional MR imaging at 3.0 T. Radiology 252:486–495
Seo JM, Yoon YC, Kwon JW (2011) 3D isotropic turbo spin-echo intermediate-weighted sequence with refocusing control in knee imaging: comparison study with 3D isotropic fast-field echo sequence. Acta Radiol 52:1119–1124
Lim D, Lee YH, Kim S, Song HT, Suh JS (2013) Fat-suppressed volume isotropic turbo spin echo acquisition (VISTA) MR imaging in evaluating radial and root tears of the meniscus: focusing on reader-defined axial reconstruction. Eur J Radiol 82:2296–2302
Notohamiprodjo M, Horng A, Pietschmann MF et al (2009) MRI of the knee at 3T: first clinical results with an isotropic PDfs-weighted 3D-TSE-sequence. Invest Radiol 44:585–597
Subhas N, Kao A, Freire M, Polster JM, Obuchowski NA, Winalski CS (2011) MRI of the knee ligaments and menisci: comparison of isotropic-resolution 3D and conventional 2D fast spin-echo sequences at 3 T. AJR Am J Roentgenol 197:442–450
Yao L, Pitts JT, Thomasson D (2007) Isotropic 3D fast spin-echo with proton-density-like contrast: a comprehensive approach to musculoskeletal MRI. AJR Am J Roentgenol 188:W199–W201
Naraghi A, White LM (2012) Three-dimensional MRI of the musculoskeletal system. AJR Am J Roentgenol 199:W283–W293
Mugler JP 3rd (2014) Optimized three-dimensional fast-spin-echo MRI. J Magn Reson Imaging 39:745–767
Garwood ER, Recht MP, White LM (2017) Advanced imaging techniques in the knee: benefits and limitations of new rapid acquisition strategies for routine knee MRI. AJR Am J Roentgenol 209:552–560
Fritz J, Raithel E, Thawait GK, Gilson W, Papp DF (2016b) Six-fold acceleration of high-spatial resolution 3D SPACE MRI of the knee through incoherent k-space undersampling and iterative reconstruction-first experience. Invest Radiol 51:400–409
Kijowski R, Rosas H, Samsonov A, King K, Peters R, Liu F (2017) Knee imaging: rapid three-dimensional fast spin-echo using compressed sensing. J Magn Reson Imaging 45:1712–1722
Lee SH, Lee YH, Suh JS (2018) Accelerating knee MR imaging: compressed sensing in isotropic three-dimensional fast spin-echo sequence. Magn Reson Imaging 46:90–97
Fritz J, Fritz B, Thawait GG, Meyer H, Gilson WD, Raithel E (2016a) Three-dimensional CAIPIRINHA SPACE TSE for 5-minute high-resolution MRI of the knee. Invest Radiol 51:609–617
Subhas N (2021) Establishing a new normal: the 5-minute MRI. Radiology 299(647):648
Altahawi FF, Blount KJ, Morley NP, Raithel E, Omar IM (2017) Comparing an accelerated 3D fast spin-echo sequence (CS-SPACE) for knee 3-T magnetic resonance imaging with traditional 3D fast spin-echo (SPACE) and routine 2D sequences. Skeletal Radiol 46:7–15
Hou B, Li Y, Xiong Y et al (2022) Comparison of CAIPIRINHA-accelerated 3D fat-saturated-SPACE MRI with 2D MRI sequences for the assessment of shoulder pathology. Eur Radiol 32:593–601
Henninger B, Raithel E, Kranewitter C, Steurer M, Jaschke W, Kremser C (2018) Evaluation of an accelerated 3D SPACE sequence with compressed sensing and free-stop scan mode for imaging of the knee. Eur J Radiol 102:74–82
Del Grande F, Delcogliano M, Guglielmi R et al (2018) Fully automated 10-minute 3D CAIPIRINHA SPACE TSE MRI of the knee in adults: a multicenter, multireader, multifield-strength validation study. Invest Radiol 53:689–697
Crues JV, Mink J, Levy TL, Lotysch M, Stroller DW (1987) Meniscal tears of the knee: accuracy of MRI imaging. Radiology 164:445–448
Chapin R (2018) Imaging of the postoperative meniscus. Radiol Clin North Am 56:953–964
Noyes FR, Stabler CL (1989) A system for grading articular cartilage lesions at arthroscopy. Am J Sports Med 17:505–513
Naraghi A, White LM (2014) MR imaging of cruciate ligaments. Magn Reson Imaging Clin N Am 22:557–580
Obuchowski NA, Subhas N, Schoenhagen P (2014) Testing for interchangeability of imaging tests. Acad Radiol 21:1483–1489
Landis JR, Koch GG (1977) The measurement of observer agreement for categorical data. Biometrics 33:159–174
Fritz J, Ahlawat S, Fritz B et al (2019) 10-Min 3D turbo spin echo MRI of the knee in children: arthroscopy-validated accuracy for the diagnosis of internal derangement. J Magn Reson Imaging 49:e139–e151
Lee S, Lee GY, Kim S, Park YB, Lee HJ (2020) Clinical utility of fat-suppressed 3-dimensional controlled aliasing in parallel imaging results in higher acceleration sampling perfection with application optimized contrast using different flip angle evolutions MRI of the knee in adults. Br J Radiol 93(1112):20190725
Del Grande F, Santini F, Herzka DA et al (2014) Fat-suppression techniques for 3-T MR imaging of the musculoskeletal system. Radiographics 34:217–233
Albano D, Dalili D, Huber FA et al (2021) Current status of MSK radiology training: an international survey by the European Society of Musculoskeletal Radiology (ESSR) Young Club. Insights Imaging 12(1):126
Del Grande F, Rashidi A, Luna R et al (2021) Five-minute five-sequence knee MRI using combined simultaneous multislice and parallel imaging acceleration: comparison with 10-minute parallel imaging knee MRI. Radiology 299:635–646
Si L, Zhong J, Huo J et al (2022) Deep learning in knee imaging: a systematic review utilizing a Checklist for Artificial Intelligence in Medical Imaging (CLAIM). Eur Radiol. 32:1353–1361
Fritz B, Fritz J (2022) Artificial intelligence for MRI diagnosis of joints: a scoping review of the current state-of-the-art of deep learning-based approaches. Skeletal Radiol 51:315–329
Recht MP, Zbontar J, Sodickson DK et al (2020) Using deep learning to accelerate knee MRI at 3 T: results of an interchangeability study. AJR Am J Roentgenol 215:1421–1429
Beker K, Garces-Descovich A, Mangosing J, Cabral-Goncalves I, Hallett D, Mortele KJ (2017) Optimizing MRI logistics: prospective analysis of performance, efficiency, and patient throughput. AJR Am J Roentgenol 209:836–844
Kim JN, Park HJ, Kim MS et al (2022) Prevalence of anterolateral ligament injuries and lateral meniscus tear on MR imaging in patients with both-bundle tear vs. selective bundle incomplete tear of the anterior cruciate ligament. Eur Radiol. https://doi.org/10.1007/s00330-021-08472-x
Shakoor D, Guermazi A, Kijowski R et al (2019) Cruciate ligament injuries of the knee: a meta-analysis of the diagnostic performance of 3D MRI. J Magn Reson Imaging 50:1545–1560
Jaiprakash A, O’Callaghan WB, Whitehouse SL et al (2017) Orthopaedic surgeon attitudes towards current limitations and the potential for robotic and technological innovation in arthroscopic surgery. J Orthop Surg (Hong Kong) 25(1):2309499016684993
Sim J, Wright CC (2005) The kappa statistic in reliability studies: use, interpretation, and sample size requirements. Phys Ther 85:257–268
Acknowledgements
We thank all radiographers operating the MRI scanner.
Funding
Céline Smekens is supported by the B-Q MINDED project (EU H2020 MSCA ETN #764513) and the University of Antwerp (Bijzonder Onderzoeksfonds/SEP #44883).
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The scientific guarantor of this publication is Pieter Van Dyck.
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One of the authors (Ella Roelant) has significant statistical expertise.
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Van Dyck, P., Smekens, C., Roelant, E. et al. 3D CAIPIRINHA SPACE versus standard 2D TSE for routine knee MRI: a large-scale interchangeability study. Eur Radiol 32, 6456–6467 (2022). https://doi.org/10.1007/s00330-022-08715-5
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DOI: https://doi.org/10.1007/s00330-022-08715-5