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3D CAIPIRINHA SPACE versus standard 2D TSE for routine knee MRI: a large-scale interchangeability study

  • Magnetic Resonance
  • Published:
European Radiology Aims and scope Submit manuscript

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

  1. 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

    Article  Google Scholar 

  2. 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

    Article  Google Scholar 

  3. 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

    Article  Google Scholar 

  4. 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

    Article  Google Scholar 

  5. 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

    Article  Google Scholar 

  6. 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

    Article  Google Scholar 

  7. 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

    Article  Google Scholar 

  8. Naraghi A, White LM (2012) Three-dimensional MRI of the musculoskeletal system. AJR Am J Roentgenol 199:W283–W293

    Article  Google Scholar 

  9. Mugler JP 3rd (2014) Optimized three-dimensional fast-spin-echo MRI. J Magn Reson Imaging 39:745–767

    Article  Google Scholar 

  10. 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

    Article  Google Scholar 

  11. 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

    Article  Google Scholar 

  12. 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

    Article  Google Scholar 

  13. 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

    Article  Google Scholar 

  14. 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

    Article  Google Scholar 

  15. Subhas N (2021) Establishing a new normal: the 5-minute MRI. Radiology 299(647):648

    Google Scholar 

  16. 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

    Article  Google Scholar 

  17. 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

    Article  CAS  Google Scholar 

  18. 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

    Article  CAS  Google Scholar 

  19. 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

    Article  Google Scholar 

  20. Crues JV, Mink J, Levy TL, Lotysch M, Stroller DW (1987) Meniscal tears of the knee: accuracy of MRI imaging. Radiology 164:445–448

    Article  Google Scholar 

  21. Chapin R (2018) Imaging of the postoperative meniscus. Radiol Clin North Am 56:953–964

    Article  Google Scholar 

  22. Noyes FR, Stabler CL (1989) A system for grading articular cartilage lesions at arthroscopy. Am J Sports Med 17:505–513

    Article  CAS  Google Scholar 

  23. Naraghi A, White LM (2014) MR imaging of cruciate ligaments. Magn Reson Imaging Clin N Am 22:557–580

    Article  Google Scholar 

  24. Obuchowski NA, Subhas N, Schoenhagen P (2014) Testing for interchangeability of imaging tests. Acad Radiol 21:1483–1489

    Article  Google Scholar 

  25. Landis JR, Koch GG (1977) The measurement of observer agreement for categorical data. Biometrics 33:159–174

    Article  CAS  Google Scholar 

  26. 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

    Article  Google Scholar 

  27. 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

    Article  Google Scholar 

  28. 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

    Article  Google Scholar 

  29. 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

    Article  Google Scholar 

  30. 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

    Article  Google Scholar 

  31. 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

    Article  Google Scholar 

  32. 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

    Article  Google Scholar 

  33. 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

    Article  Google Scholar 

  34. 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

    Article  Google Scholar 

  35. 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

  36. 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

    Article  Google Scholar 

  37. 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

    Article  Google Scholar 

  38. Sim J, Wright CC (2005) The kappa statistic in reliability studies: use, interpretation, and sample size requirements. Phys Ther 85:257–268

    Article  Google Scholar 

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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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Correspondence to Pieter Van Dyck.

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The scientific guarantor of this publication is Pieter Van Dyck.

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The authors of this manuscript declare no relationships with any companies whose products or services may be related to the subject matter of the article.

Statistics and biometry

One of the authors (Ella Roelant) has significant statistical expertise.

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Written informed consent was waived by the Institutional Review Board.

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Institutional Review Board approval was obtained.

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• prospective

• diagnostic or prognostic study

• performed at one institution

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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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