Abstract
Objective
Compressed sensing (CS) acceleration has been theorized for slice encoding for metal artifact correction (SEMAC), but has not been shown to be feasible. Therefore, we tested the hypothesis that CS-SEMAC is feasible for MRI of metal-on-metal hip resurfacing implants.
Materials and methods
Following prospective institutional review board approval, 22 subjects with metal-on-metal hip resurfacing implants underwent 1.5 T MRI. We compared CS-SEMAC prototype, high-bandwidth TSE, and SEMAC sequences with acquisition times of 4–5, 4–5 and 10–12 min, respectively. Outcome measures included bone-implant interfaces, image quality, periprosthetic structures, artifact size, and signal- and contrast-to-noise ratios (SNR and CNR). Using Friedman, repeated measures analysis of variances, and Cohen’s weighted kappa tests, Bonferroni-corrected p-values of 0.005 and less were considered statistically significant.
Results
There was no statistical difference of outcomes measures of SEMAC and CS-SEMAC images. Visibility of implant-bone interfaces and pseudocapsule as well as fat suppression and metal reduction were “adequate” to “good” on CS-SEMAC and “non-diagnostic” to “adequate” on high-BW TSE (p < 0.001, respectively). SEMAC and CS-SEMAC showed mild blur and ripple artifacts. The metal artifact size was 63 % larger for high-BW TSE as compared to SEMAC and CS-SEMAC (p < 0.0001, respectively). CNRs were sufficiently high and statistically similar, with the exception of CNR of fluid and muscle and CNR of fluid and tendon, which were higher on intermediate-weighted high-BW TSE (p < 0.005, respectively).
Conclusion
Compressed sensing acceleration enables the time-neutral use of SEMAC for MRI of metal-on-metal hip resurfacing implants when compared to high-BW TSE and image quality similar to conventional SEMAC.
Similar content being viewed by others
References
Issa K, Palich A, Tatevossian T, Kapadia BH, Naziri Q, Mont MA. The outcomes of hip resurfacing compared to standard primary total hip arthroplasty in men. BMC Musculoskelet Disord. 2013;14:161.
Willert HG, Buchhorn GH, Fayyazi A, Flury R, Windler M, Koster G, et al. Metal-on-metal bearings and hypersensitivity in patients with artificial hip joints: a clinical and histomorphological study. J Bone Joint Surg Am. 2005;87(1):28–36.
Campbell P, Ebramzadeh E, Nelson S, Takamura K, De Smet K, Amstutz HC. Histological features of pseudotumor-like tissues from metal-on-metal hips. Clin Orthop Relat Res. 2010;468(9):2321–7.
Traumatology EFoNAoOa. Consensus statement “Current evidence on the management of metal-on-metal bearings” 2012. [Cited July 2016]. Available from: https://www.efort.org/wp-content/uploads/2013/10/2012_05_10_MoM_Consensus_statement1.pdf.
Administration USFaD. Concerns about metal-on-metal hip implants 2016 [Cited July 2016]. Available from: http://www.fda.gov/MedicalDevices/ProductsandMedicalProcedures/ImplantsandProsthetics/MetalonMetalHipImplants/ucm241604.htm.
Nawabi DH, Hayter CL, Su EP, Koff MF, Perino G, Gold SL, et al. Magnetic resonance imaging findings in symptomatic versus asymptomatic subjects following metal-on-metal hip resurfacing arthroplasty. J Bone Joint Surg Am. 2013;95(10):895–902.
Nawabi DH, Gold S, Lyman S, Fields K, Padgett DE, Potter HG. MRI predicts ALVAL and tissue damage in metal-on-metal hip arthroplasty. Clin Orthop Relat Res. 2014;472(2):471–81.
Lazik A, Landgraeber S, Schulte P, Kraff O, Lauenstein TC, Theysohn JM. Usefulness of metal artifact reduction with WARP technique at 1.5 and 3T MRI in imaging metal-on-metal hip resurfacings. Skelet Radiol. 2015;44(7):941–51.
Fritz J, Lurie B, Miller TT, Potter HG. MR imaging of hip arthroplasty implants. Radiographics. 2014;34(4):E106–32.
Lu W, Pauly KB, Gold GE, Pauly JM, Hargreaves BA. SEMAC: slice encoding for metal artifact correction in MRI. Magn Reson Med. 2009;62(1):66–76.
Sutter R, Ulbrich EJ, Jellus V, Nittka M, Pfirrmann CW. Reduction of metal artifacts in patients with total hip arthroplasty with slice-encoding metal artifact correction and view-angle tilting MR imaging. Radiology. 2012;265(1):204–14.
Muller GM, Lundin B, von Schewelov T, Muller MF, Ekberg O, Mansson S. Evaluation of metal artifacts in clinical MR images of patients with total hip arthroplasty using different metal artifact-reducing sequences. Skelet Radiol. 2015;44(3):353–9.
Fritz J, Lurie B, Potter HG. MR imaging of knee arthroplasty implants. Radiographics. 2015;35(5):1483–501.
Ai T, Padua A, Goerner F, Nittka M, Gugala Z, Jadhav S, et al. SEMAC-VAT and MSVAT-SPACE sequence strategies for metal artifact reduction in 1.5T magnetic resonance imaging. Invest Radiol. 2012;47(5):267–76.
Lustig M, Donoho D, Pauly JM. Sparse MRI: the application of compressed sensing for rapid MR imaging. Magn Reson Med. 2007;58(6):1182–95.
Koch KM, Lorbiecki JE, Hinks RS, King KF. A multispectral three-dimensional acquisition technique for imaging near metal implants. Magn Reson Med. 2009;61(2):381–90.
Nittka MOR, Rybak LD, Block KT, Geppert C, Sodickson DK, Recht MP, editor Highly accelerated SEMAC Metal implant imaging using joint compressed sensing and parallel imaging. 21st Annual Meeting of ISMRM; 2013; Salt Lake City.
Ulbrich EJ, Sutter R, Aguiar RF, Nittka M, Pfirrmann CW. STIR sequence with increased receiver bandwidth of the inversion pulse for reduction of metallic artifacts. AJR Am J Roentgenol. 2012;199(6):W735–42.
Fritz J, Raithel E, Thawait GK, Gilson W, Papp DF. 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. 2016;51(6):400–9.
Stalder AF, Schmidt M, Quick HH, Schlamann M, Maderwald S, Schmitt P, et al. Highly undersampled contrast-enhanced MRA with iterative reconstruction: integration in a clinical setting. Magn Reson Med. 2015;74(6):1652–60.
DeLee JG, Charnley J. Radiological demarcation of cemented sockets in total hip replacement. Clin Orthop Relat Res. 1976;121:20–32.
Gruen TA, McNeice GM, Amstutz HC. “Modes of failure” of cemented stem-type femoral components: a radiographic analysis of loosening. Clin Orthop Relat Res. 1979;141:17–27.
den Harder JC, van Yperen GH, Blume UA, Bos C. Ripple artifact reduction using slice overlap in slice encoding for metal artifact correction. Magn Reson Med. 2015;73(1):318–24.
Landis JR, Koch GG. The measurement of observer agreement for categorical data. Biometrics. 1977;33(1):159–74.
Echavarria-Heras H, Leal-Ramirez C, Villa-Diharce E, Castillo O. Using the value of Lin’s concordance correlation coefficient as a criterion for efficient estimation of areas of leaves of eelgrass from noisy digital images. Source Code Biol Med. 2014;9(1):29.
Deligianni X, Bieri O, Elke R, Wischer T, Egelhof T. Optimization of scan time in MRI for total hip prostheses: SEMAC tailoring for prosthetic implants containing different types of metals. Röfo. 2015;187(12):1116–22.
Mansson S, Muller GM, Wellman F, Nittka M, Lundin B. Phantom based qualitative and quantitative evaluation of artifacts in MR images of metallic hip prostheses. Phys Med. 2015;31(2):173–8.
Hargreaves BA, Chen W, Lu W, Alley MT, Gold GE, Brau AC, et al. Accelerated slice encoding for metal artifact correction. J Magn Reson Imaging. 2010;31(4):987–96.
Jungmann PM, Ganter C, Schaeffeler CJ, Bauer JS, Baum T, Meier R, et al. View-angle tilting and slice-encoding metal artifact correction for artifact reduction in MRI: experimental sequence optimization for orthopaedic tumor endoprostheses and clinical application. PLoS One. 2015;10(4), e0124922.
Koch KM, Brau AC, Chen W, Gold GE, Hargreaves BA, Koff M, et al. Imaging near metal with a MAVRIC-SEMAC hybrid. Magn Reson Med. 2011;65(1):71–82.
Muller GM, Mansson S, Muller MF, von Schewelov T, Nittka M, Ekberg O, et al. MR imaging with metal artifact-reducing sequences and gadolinium contrast agent in a case-control study of periprosthetic abnormalities in patients with metal-on-metal hip prostheses. Skelet Radiol. 2014;43(8):1101–12.
Schmidt MA, Panek R, Colgan R, Hughes J, Sohaib A, Saran F, et al. Slice Encoding for Metal Artefact Correction in magnetic resonance imaging examinations for radiotherapy planning. Radiother Oncol. 2016.
Fritz J, Lurie B, Miller TT. Imaging of hip arthroplasty. Semin Musculoskelet Radiol. 2013;17(3):316–27.
Reeder SB, Wintersperger BJ, Dietrich O, Lanz T, Greiser A, Reiser MF, et al. Practical approaches to the evaluation of signal-to-noise ratio performance with parallel imaging: application with cardiac imaging and a 32-channel cardiac coil. Magn Reson Med. 2005;54(3):748–54.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Disclosure of potential conflicts of Interest
This study was funded by Siemens Healthcare (grant number 112627). Jan Fritz received institutional research funds and speaker's honorarium from Siemens Healthcare USA and serves on the scientific advisory board of Siemens Healthcare USA and Alexion Pharmaceuticals, Inc. Benjamin Fritz and Gaurav K Thawait declare no potential conflicts of interest. Esther Raithel is an employee of Siemens Healthcare GmbH. Wesley D Gilson is an employee of Siemens Healthcare USA. Matthias Nittka is an employee of Siemens Healthcare GmbH. Dr Mont is a paid consultant for and receives royalties from Stryker, DJ Orthopaedics, Sage, TissueGene, OnGoing Care Solutions, Microport, Orthosensor, Medical Compression Systems, Johnson & Johnson, Pacira Pharmaceuticals, and Merz.
Grant support
Institutional research grant by Siemens Healthcare USA
Rights and permissions
About this article
Cite this article
Fritz, J., Fritz, B., Thawait, G.K. et al. Advanced metal artifact reduction MRI of metal-on-metal hip resurfacing arthroplasty implants: compressed sensing acceleration enables the time-neutral use of SEMAC. Skeletal Radiol 45, 1345–1356 (2016). https://doi.org/10.1007/s00256-016-2437-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00256-016-2437-0