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Multi-echo in steady-state acquisition improves MRI image quality and lumbosacral radiculopathy diagnosis efficacy compared with T2 fast spin-echo sequence

  • Spinal Neuroradiology
  • Published:
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Abstract

Purpose

This study compares the performance of a 4-min multi-echo in steady-state acquisition (MENSA) with a 6-min fast spin echo with variable flip angle (CUBE) protocol for the assessment of lumbosacral plexus nerve root lesions.

Methods

Seventy-two subjects underwent MENSA and CUBE sequences on a 3.0-T MRI scanner. Two musculoskeletal radiologists independently assessed the images for quality and diagnostic capability. A qualitative assessment scoring system for image quality and quantitative nerve signal-to-noise ratio (SNR) and iliac vein and muscle contrast-to-noise ratios (CNR) was applied. Using surgical reports as the reference, sensitivity, specificity, accuracy, and area under the receiver operating characteristic curves (AUC) were evaluated. Intraclass correlation coefficients (ICC) and weighted kappa were used to calculate reliability.

Results

MENSA image quality rating (3.679 ± 0.47) was higher than for CUBE images (3.038 ± 0.68), and MENSA showed higher mean nerve root SNR (36.935 ± 8.33 vs. 27.777 ± 7.41), iliac vein CNR (24.678 ± 6.63 vs. 5.210 ± 3.93), and muscle CNR (19.414 ± 6.07 vs. 13.531 ± 0.65) than CUBE (P < 0.05). Weighted kappa and ICC values indicated good reliability. Sensitivity, specificity, and accuracy of diagnosis based on MENSA images were 96.23%, 89.47%, and 94.44%, respectively, and AUC was 0.929, compared with 92.45%, 84.21%, 90.28%, and 0.883 for CUBE images. The two correlated ROC curves were not significantly different. Weighted kappa values for intraobserver (0.758) and interobserver (0.768–0.818) reliability were substantial to perfect.

Conclusion

A time-efficient 4-min MENSA protocol exhibits superior image quality and high vascular contrast with the potential to produce high-resolution lumbosacral nerve root images.

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Data Availability

The data that support the findings of this study are available from the corresponding author, Xiaoming Li, upon reasonable request.

Abbreviations

3D:

Three-dimensional

TSE:

Turbo spin echo

FSE:

Fast spin echo

TR:

Repetition time

SSFP-FID:

Steady-state free precession-free induction decay

SNR:

Signal-to-noise ratio

CNR:

Contrast-to-noise ratio

CR:

Contrast ratio

MENSA:

Multi-echo in steady-state acquisition

CUBE:

3D fast spin echo with variable flip angle

ROC:

Receiver operating characteristics

AUC:

Areas under receiver operating characteristics curves

References

  1. Tarulli AW, Raynor EM (2007) Lumbosacral radiculopathy. Neurol Clin 25:387–405. https://doi.org/10.1016/j.ncl.2007.01.008

    Article  PubMed  Google Scholar 

  2. van der Windt DA, Simons E, Riphagen, II, Ammendolia C, Verhagen AP, Laslett M et al (2010) Physical examination for lumbar radiculopathy due to disc herniation in patients with low-back pain. Cochrane Database Syst Rev:Cd007431. https://doi.org/10.1002/14651858.CD007431.pub2

  3. Jarvik JG, Deyo RA (2002) Diagnostic evaluation of low back pain with emphasis on imaging. Ann Intern Med 137:586–597. https://doi.org/10.7326/0003-4819-137-7-200210010-00010

    Article  PubMed  Google Scholar 

  4. Al Nezari NH, Schneiders AG, Hendrick PA (2013) Neurological examination of the peripheral nervous system to diagnose lumbar spinal disc herniation with suspected radiculopathy: a systematic review and meta-analysis. Spine J 13:657–674. https://doi.org/10.1016/j.spinee.2013.02.007

    Article  PubMed  Google Scholar 

  5. Delaney H, Bencardino J, Rosenberg ZS (2014) Magnetic resonance neurography of the pelvis and lumbosacral plexus. Neuroimaging Clin N Am 24:127–150. https://doi.org/10.1016/j.nic.2013.03.026

    Article  PubMed  Google Scholar 

  6. Sollmann N, Weidlich D, Cervantes B, Klupp E, Ganter C, Kooijman H et al (2019) High isotropic resolution T2 mapping of the lumbosacral plexus with T2-prepared 3D turbo spin echo. Clin Neuroradiol 29:223–230. https://doi.org/10.1007/s00062-017-0658-9

    Article  PubMed  Google Scholar 

  7. Fernandez CE, Franz CK, Ko JH, Walter JM, Koralnik IJ, Ahlawat S et al (2021) Imaging review of peripheral nerve injuries in patients with COVID-19. Radiology 298:E117–E130. https://doi.org/10.1148/radiol.2020203116

    Article  PubMed  Google Scholar 

  8. Sung J, Jee WH, Jung JY, Jang J, Kim JS, Kim YH et al (2017) Diagnosis of nerve root compromise of the lumbar spine: evaluation of the performance of three-dimensional isotropic T2-weighted turbo spin-echo SPACE sequence at 3T. Korean J Radiol 18:249–259. https://doi.org/10.3348/kjr.2017.18.1.249

    Article  PubMed  PubMed Central  Google Scholar 

  9. Cervantes B, Bauer JS, Zibold F, Kooijman H, Settles M, Haase A et al (2016) Imaging of the lumbar plexus: optimized refocusing flip angle train design for 3D TSE. J Magn Reson Imaging 43:789–799. https://doi.org/10.1002/jmri.25076

    Article  PubMed  Google Scholar 

  10. Chhabra A, Andreisek G, Soldatos T, Wang KC, Flammang AJ, Belzberg AJ et al (2011) MR neurography: past, present, and future. Am J Roentgenol 197:583–591. https://doi.org/10.2214/ajr.10.6012

    Article  Google Scholar 

  11. Hossein J, Fariborz F, Mehrnaz R, Babak R (2019) Evaluation of diagnostic value and T2-weighted three-dimensional isotropic turbo spin-echo (3D-SPACE) image quality in comparison with T2-weighted two-dimensional turbo spin-echo (2D-TSE) sequences in lumbar spine MR imaging. Eur J Radiol open 6:36–41. https://doi.org/10.1016/j.ejro.2018.12.003

    Article  PubMed  Google Scholar 

  12. Chhabra A, Zhao L, Carrino JA, Trueblood E, Koceski S, Shteriev F et al (2013) MR neurography: advances. Radiol Res Pract 2013:809568. https://doi.org/10.1155/2013/809568

    Article  PubMed  Google Scholar 

  13. Kasper JM, Wadhwa V, Scott KM, Rozen S, Xi Y, Chhabra A (2015) SHINKEI—a novel 3D isotropic MR neurography technique: technical advantages over 3DIRTSE-based imaging. Eur Radiol 25:1672–1677. https://doi.org/10.1007/s00330-014-3552-8

    Article  PubMed  Google Scholar 

  14. Chen CA, Kijowski R, Shapiro LM, Tuite MJ, Davis KW, Klaers JL et al (2010) Cartilage morphology at 3.0T: assessment of three-dimensional magnetic resonance imaging techniques. J Magn Reson Imaging 32:173–183. https://doi.org/10.1002/jmri.22213

    Article  PubMed  PubMed Central  Google Scholar 

  15. Redpath TW, Jones RA (1988) FADE–a new fast imaging sequence. Magn Reson Med 6:224–234. https://doi.org/10.1002/mrm.1910060211

    Article  CAS  PubMed  Google Scholar 

  16. Bruder H, Fischer H, Graumann R, Deimling M (1988) A new steady-state imaging sequence for simultaneous acquisition of two MR images with clearly different contrasts. Magn Reson Med 7:35–42. https://doi.org/10.1002/mrm.1910070105

    Article  CAS  PubMed  Google Scholar 

  17. Eckstein F, Hudelmaier M, Wirth W, Kiefer B, Jackson R, Yu J et al (2006) Double echo steady state magnetic resonance imaging of knee articular cartilage at 3 Tesla: a pilot study for the Osteoarthritis Initiative. Ann Rheum Dis 65:433–441. https://doi.org/10.1136/ard.2005.039370

    Article  CAS  PubMed  Google Scholar 

  18. Welvaert M, Rosseel Y (2013) On the definition of signal-to-noise ratio and contrast-to-noise ratio for fMRI data. PLoS One 8:10. https://doi.org/10.1371/journal.pone.0077089

    Article  CAS  Google Scholar 

  19. Kong C, Li XY, Sun SY, Sun XY, Zhang M, Sun Z et al (2021) The value of contrast-enhanced three-dimensional isotropic T2-weighted turbo spin-echo SPACE sequence in the diagnosis of patients with lumbosacral nerve root compression. Eur Spine J 30:855–864. https://doi.org/10.1007/s00586-020-06600-7

    Article  PubMed  Google Scholar 

  20. Pfirrmann CW, Dora C, Schmid MR, Zanetti M, Hodler J, Boos N (2004) MR image-based grading of lumbar nerve root compromise due to disk herniation: reliability study with surgical correlation. Radiology 230:583–588. https://doi.org/10.1148/radiol.2302021289

    Article  PubMed  Google Scholar 

  21. Griffith JF, Wang YX, Antonio GE, Choi KC, Yu A, Ahuja AT et al (2007) Modified Pfirrmann grading system for lumbar intervertebral disc degeneration. Spine 32:E708-712. https://doi.org/10.1097/BRS.0b013e31815a59a0

    Article  PubMed  Google Scholar 

  22. DeLong ER, DeLong DM, Clarke-Pearson DL (1988) Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 44:837–845. https://doi.org/10.2307/2531595

    Article  CAS  PubMed  Google Scholar 

  23. Malpica A, Matisic JP, Niekirk DV, Crum CP, Staerkel GA, Yamal JM et al (2005) Kappa statistics to measure interrater and intrarater agreement for 1790 cervical biopsy specimens among twelve pathologists: qualitative histopathologic analysis and methodologic issues. Gynecol Oncol 99:S38-52. https://doi.org/10.1016/j.ygyno.2005.07.040

    Article  PubMed  Google Scholar 

  24. Wang L, Niu Y, Kong X, Yu Q, Kong X, Lv Y et al (2016) The application of paramagnetic contrast-based T2 effect to 3D heavily T2W high-resolution MR imaging of the brachial plexus and its branches. Eur J Radiol 85:578–584. https://doi.org/10.1016/j.ejrad.2015.12.001

    Article  PubMed  Google Scholar 

  25. Zhang Y, Kong X, Zhao Q, Liu X, Gu Y, Xu L (2020) Enhanced MR neurography of the lumbosacral plexus with robust vascular suppression and improved delineation of its small branches. Eur J Radiol 129:109128. https://doi.org/10.1016/j.ejrad.2020.109128

    Article  PubMed  Google Scholar 

  26. Soldatos T, Andreisek G, Thawait GK, Guggenberger R, Williams EH, Carrino JA et al (2013) High-resolution 3-T MR neurography of the lumbosacral plexus. Radiographics 33:967–987. https://doi.org/10.1148/rg.334115761

    Article  PubMed  Google Scholar 

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Funding

This study was supported by the National Natural Science Foundation of China (NSFC) (No. 81930045).

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Correspondence to Gang Wu or Xiaoming Li.

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Ethical approval was waived by the Institutional Review Board of Tongji hospital.

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Hu, S., Li, Y., Hou, B. et al. Multi-echo in steady-state acquisition improves MRI image quality and lumbosacral radiculopathy diagnosis efficacy compared with T2 fast spin-echo sequence. Neuroradiology 65, 969–977 (2023). https://doi.org/10.1007/s00234-023-03130-z

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