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Published in: Skeletal Radiology 4/2021

01-04-2021 | Magnetic Resonance Imaging | Scientific Article

MARS MRI assessment of fatty degeneration of the gluteal muscles in patients with THA: reliability and accuracy of commonly used classification systems

Authors: Christian Klemt, F. Joseph Simeone, Christopher M. Melnic, Venkatsaiakhil Tirumala, Liang Xiong, Young-Min Kwon

Published in: Skeletal Radiology | Issue 4/2021

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Abstract

Introduction

Fatty degeneration of the gluteal muscles on metal artefact reduction sequence (MARS) MRI has been shown to correlate with poor functional outcomes, particularly in patients with total hip arthroplasty (THA). Standardized, reliable classification systems that permit assessment of fatty gluteal infiltration are needed for clinical decision making. This study aimed to compare the reproducibility and accuracy of commonly used MRI classification systems for fatty gluteal atrophy in THA patients.

Methods

MARS magnetic resonance images of 82 patients with unilateral THA were analysed by three independent trained observers. The readers evaluated fatty degeneration of the gluteus minimus, gluteus medius, and gluteus maximus according to 3 widely used classification systems: Goutallier, Quartile, and Bal and Lowe. Interobserver and intraobserver repeatability were determined using the weighted Kappa test. Quantitative evaluation of the proportion of intramuscular fat based on MR signal intensities was obtained and represented the gold standard.

Results

Mean interobserver agreement for the Quartile classification system (0.93) was higher compared with Goutallier classification system (0.87) and the Bal and Lowe classification system (0.83; range 0.79–0.88; p = 0.04). Intraobserver repeatability was significantly higher for the Quartile classification system (weighted kappa 0.91, 0.89, 0.85) compared with the Bal and Lowe classification system (weighted kappa 0.83, 0.77, 0.75; p < 0.01) and Goutallier classification system (weighted kappa 0.83, 0.77, 0.75; p = 0.04). Agreement with the gold standard measurements was significantly higher in the Quartile classification system (0.88, 0.84, 0.81) compared with the Goutallier classification system (0.80, 0.77, 0.78; p = 0.02) and Bal and Lowe classification system (0.76, 0.74, 0.73; p < 0.01).

Discussion

This study directly compared three clinically used MRI classification systems for fatty gluteal muscle atrophy in THA patients. Our findings demonstrate that although all three classification systems demonstrate good reproducibility and accuracy, the Quartile classification system is superior to the others in terms of intraobserver reliability and accuracy to quantify fatty gluteal degeneration in THA patients.
Literature
1.
go back to reference Kurtz SM, Lau E, Ong K, Zhao K, Kelly M, Bozic KJ. Future young patient demand for primary and revision joint replacement: national projections from 2010 to 2030. Clin Orthop Relat Res. 2009;467:2606–12.CrossRef Kurtz SM, Lau E, Ong K, Zhao K, Kelly M, Bozic KJ. Future young patient demand for primary and revision joint replacement: national projections from 2010 to 2030. Clin Orthop Relat Res. 2009;467:2606–12.CrossRef
2.
go back to reference Halawi MJ, Jongbloed W, Baron S, Savoy L, Williams VJ, Cote MP. Patient dissatisfaction after primary total joint arthroplasty: the patient perspective. J Arthroplast. 2019;34:1093–6.CrossRef Halawi MJ, Jongbloed W, Baron S, Savoy L, Williams VJ, Cote MP. Patient dissatisfaction after primary total joint arthroplasty: the patient perspective. J Arthroplast. 2019;34:1093–6.CrossRef
4.
go back to reference Damm P, Zonneveld J, Brackertz S, Streitparth F, Winkler T. Gluteal muscle damage leads to higher in vivo hip joint loads 3 months after total hip arthroplasty. PLoS One. 2018;13:e0190626.CrossRef Damm P, Zonneveld J, Brackertz S, Streitparth F, Winkler T. Gluteal muscle damage leads to higher in vivo hip joint loads 3 months after total hip arthroplasty. PLoS One. 2018;13:e0190626.CrossRef
6.
go back to reference Lachiewicz PF. Abductor tendon tears of the hip: evaluation and management. J Am Acad Orthop Surg. 2011;19:385–91.CrossRef Lachiewicz PF. Abductor tendon tears of the hip: evaluation and management. J Am Acad Orthop Surg. 2011;19:385–91.CrossRef
7.
go back to reference Shellock FG, Mink JH, Curtin S, Friedman MJ. MR imaging and metallic implants for anterior cruciate ligament reconstruction: assessment of ferromagnetism and artifact. J Magn Reson Imaging. 1992;2:225–8.CrossRef Shellock FG, Mink JH, Curtin S, Friedman MJ. MR imaging and metallic implants for anterior cruciate ligament reconstruction: assessment of ferromagnetism and artifact. J Magn Reson Imaging. 1992;2:225–8.CrossRef
8.
go back to reference Czervionke LF, Daniels DL, Wehrli FW, Mark LP, Hendrix LE, Strandt JA, et al. Magnetic susceptibility artifacts in gradient-recalled echo MR imaging. AJNR Am J Neuroradiol. 1988;9:1149–55.PubMed Czervionke LF, Daniels DL, Wehrli FW, Mark LP, Hendrix LE, Strandt JA, et al. Magnetic susceptibility artifacts in gradient-recalled echo MR imaging. AJNR Am J Neuroradiol. 1988;9:1149–55.PubMed
9.
go back to reference Susa M, Oguro S, Kikuta K, Nishimoto K, Horiuchi K, Jinzaki M, et al. Novel MR imaging method--MAVRIC--for metal artifact suppression after joint replacement in musculoskeletal tumor patients. BMC Musculoskelet Disord. 2015;16:377.CrossRef Susa M, Oguro S, Kikuta K, Nishimoto K, Horiuchi K, Jinzaki M, et al. Novel MR imaging method--MAVRIC--for metal artifact suppression after joint replacement in musculoskeletal tumor patients. BMC Musculoskelet Disord. 2015;16:377.CrossRef
10.
go back to reference Wang T, Shao L, Xu W, Chen H, Huang W. Comparison of morphological changes of gluteus medius and abductor strength for total hip arthroplasty via posterior and modified direct lateral approaches. Int Orthop. 2019;43:2467–75.CrossRef Wang T, Shao L, Xu W, Chen H, Huang W. Comparison of morphological changes of gluteus medius and abductor strength for total hip arthroplasty via posterior and modified direct lateral approaches. Int Orthop. 2019;43:2467–75.CrossRef
11.
go back to reference Miozzari HH, Dora C, Clark JM, Notzli HP. Late repair of abductor avulsion after the transgluteal approach for hip arthroplasty. J Arthroplast. 2010;25:450–457.e1.CrossRef Miozzari HH, Dora C, Clark JM, Notzli HP. Late repair of abductor avulsion after the transgluteal approach for hip arthroplasty. J Arthroplast. 2010;25:450–457.e1.CrossRef
12.
go back to reference Thaunat M, Clowez G, Desseaux A, Murphy CG, Sbiyaa M, Noel E, et al. Influence of muscle fatty degeneration on functional outcomes after endoscopic gluteus medius repair. Arthroscopy. 2018;34:1816–24.CrossRef Thaunat M, Clowez G, Desseaux A, Murphy CG, Sbiyaa M, Noel E, et al. Influence of muscle fatty degeneration on functional outcomes after endoscopic gluteus medius repair. Arthroscopy. 2018;34:1816–24.CrossRef
13.
go back to reference Berber R, Khoo M, Cook E, Guppy A, Hua J, Miles J, et al. Muscle atrophy and metal-on-metal hip implants: a serial MRI study of 74 hips. Acta Orthop. 2015;86:351–7.CrossRef Berber R, Khoo M, Cook E, Guppy A, Hua J, Miles J, et al. Muscle atrophy and metal-on-metal hip implants: a serial MRI study of 74 hips. Acta Orthop. 2015;86:351–7.CrossRef
14.
go back to reference Rai S, Meng C, Wang X, Chaudhary N, Jin S, Yang S, et al. Gluteal muscle contracture: diagnosis and management options. SICOT-J. 2017;3:1.CrossRef Rai S, Meng C, Wang X, Chaudhary N, Jin S, Yang S, et al. Gluteal muscle contracture: diagnosis and management options. SICOT-J. 2017;3:1.CrossRef
15.
go back to reference Chi AS, Long SS, Zoga AC, Parker L, Morrison WB. Association of gluteus medius and minimus muscle atrophy and fall-related hip fracture in older individuals using computed tomography. J Comput Assist Tomogr. 2016;40:238–42.CrossRef Chi AS, Long SS, Zoga AC, Parker L, Morrison WB. Association of gluteus medius and minimus muscle atrophy and fall-related hip fracture in older individuals using computed tomography. J Comput Assist Tomogr. 2016;40:238–42.CrossRef
16.
go back to reference Goutallier D, Postel J-M, Gleyze P, Leguilloux P, Van Driessche S. Influence of cuff muscle fatty degeneration on anatomic and functional outcomes after simple suture of full-thickness tears. J Shoulder Elb Surg. 2003;12:550–4.CrossRef Goutallier D, Postel J-M, Gleyze P, Leguilloux P, Van Driessche S. Influence of cuff muscle fatty degeneration on anatomic and functional outcomes after simple suture of full-thickness tears. J Shoulder Elb Surg. 2003;12:550–4.CrossRef
17.
go back to reference Zanetti M, Gerber C, Hodler J. Quantitative assessment of the muscles of the rotator cuff with magnetic resonance imaging. Investig Radiol. 1998;33:163–70.CrossRef Zanetti M, Gerber C, Hodler J. Quantitative assessment of the muscles of the rotator cuff with magnetic resonance imaging. Investig Radiol. 1998;33:163–70.CrossRef
18.
go back to reference Tingart MJ, Apreleva M, Lehtinen JT, Capell B, Palmer WE, Warner JJP. Magnetic resonance imaging in quantitative analysis of rotator cuff muscle volume. Clin Orthop Relat Res. 2003:104–10. Tingart MJ, Apreleva M, Lehtinen JT, Capell B, Palmer WE, Warner JJP. Magnetic resonance imaging in quantitative analysis of rotator cuff muscle volume. Clin Orthop Relat Res. 2003:104–10.
19.
go back to reference Spencer EEJ, Dunn WR, Wright RW, Wolf BR, Spindler KP, McCarty E, et al. Interobserver agreement in the classification of rotator cuff tears using magnetic resonance imaging. Am J Sports Med. 2008;36:99–103.CrossRef Spencer EEJ, Dunn WR, Wright RW, Wolf BR, Spindler KP, McCarty E, et al. Interobserver agreement in the classification of rotator cuff tears using magnetic resonance imaging. Am J Sports Med. 2008;36:99–103.CrossRef
20.
go back to reference Williams MD, Lädermann A, Melis B, Barthelemy R, Walch G. Fatty infiltration of the supraspinatus: a reliability study. J Shoulder Elb Surg. 2009;18:581–7.CrossRef Williams MD, Lädermann A, Melis B, Barthelemy R, Walch G. Fatty infiltration of the supraspinatus: a reliability study. J Shoulder Elb Surg. 2009;18:581–7.CrossRef
21.
go back to reference Engelken F, Wassilew GI, Kohlitz T, Brockhaus S, Hamm B, Perka C, et al. Assessment of fatty degeneration of the gluteal muscles in patients with THA using MRI: reliability and accuracy of the Goutallier and quartile classification systems. J Arthroplast. 2014;29:149–53.CrossRef Engelken F, Wassilew GI, Kohlitz T, Brockhaus S, Hamm B, Perka C, et al. Assessment of fatty degeneration of the gluteal muscles in patients with THA using MRI: reliability and accuracy of the Goutallier and quartile classification systems. J Arthroplast. 2014;29:149–53.CrossRef
22.
go back to reference Bal BS, Lowe JA. Muscle damage in minimally invasive total hip arthroplasty: MRI evidence that it is not significant. Instr Course Lect. 2008;57:223–9.PubMed Bal BS, Lowe JA. Muscle damage in minimally invasive total hip arthroplasty: MRI evidence that it is not significant. Instr Course Lect. 2008;57:223–9.PubMed
23.
go back to reference Choi S-J, Koch KM, Hargreaves BA, Stevens KJ, Gold GE. Metal artifact reduction with MAVRIC SL at 3-T MRI in patients with hip arthroplasty. AJR Am J Roentgenol. 2015;204:140–7.CrossRef Choi S-J, Koch KM, Hargreaves BA, Stevens KJ, Gold GE. Metal artifact reduction with MAVRIC SL at 3-T MRI in patients with hip arthroplasty. AJR Am J Roentgenol. 2015;204:140–7.CrossRef
24.
go back to reference Kwon YM, Liow MHL, Dimitriou D, Tsai TY, Freiberg AA, Rubash HE. What is the natural history of “asymptomatic” pseudotumours in metal-on-metal hip arthroplasty? Minimum 4-year metal artifact reduction sequence magnetic resonance imaging longitudinal study. J Arthroplast. 2016. Kwon YM, Liow MHL, Dimitriou D, Tsai TY, Freiberg AA, Rubash HE. What is the natural history of “asymptomatic” pseudotumours in metal-on-metal hip arthroplasty? Minimum 4-year metal artifact reduction sequence magnetic resonance imaging longitudinal study. J Arthroplast. 2016.
25.
go back to reference Fuchs B, Weishaupt D, Zanetti M, Hodler J, Gerber C. Fatty degeneration of the muscles of the rotator cuff: assessment by computed tomography versus magnetic resonance imaging. J Shoulder Elb Surg. 1999;8:599–605.CrossRef Fuchs B, Weishaupt D, Zanetti M, Hodler J, Gerber C. Fatty degeneration of the muscles of the rotator cuff: assessment by computed tomography versus magnetic resonance imaging. J Shoulder Elb Surg. 1999;8:599–605.CrossRef
26.
go back to reference Kenn W, Böhm D, Gohlke F, Hümmer C, Köstler H, Hahn D. 2D SPLASH: a new method to determine the fatty infiltration of the rotator cuff muscles. Eur Radiol. 2004;14:2331–6.CrossRef Kenn W, Böhm D, Gohlke F, Hümmer C, Köstler H, Hahn D. 2D SPLASH: a new method to determine the fatty infiltration of the rotator cuff muscles. Eur Radiol. 2004;14:2331–6.CrossRef
27.
go back to reference Pfirrmann CWA, Schmid MR, Zanetti M, Jost B, Gerber C, Hodler J. Assessment of fat content in supraspinatus muscle with proton MR spectroscopy in asymptomatic volunteers and patients with supraspinatus tendon lesions. Radiology. 2004;232:709–15.CrossRef Pfirrmann CWA, Schmid MR, Zanetti M, Jost B, Gerber C, Hodler J. Assessment of fat content in supraspinatus muscle with proton MR spectroscopy in asymptomatic volunteers and patients with supraspinatus tendon lesions. Radiology. 2004;232:709–15.CrossRef
28.
go back to reference Shrout PE, Fleiss JL. Intraclass correlations: uses in assessing rater reliability. Psychol Bull. 1979;86:420–8.CrossRef Shrout PE, Fleiss JL. Intraclass correlations: uses in assessing rater reliability. Psychol Bull. 1979;86:420–8.CrossRef
29.
go back to reference Landis JR, Koch GG. The measurement of observer agreement for categorical data. Biometrics. 1977;33:159–74.CrossRef Landis JR, Koch GG. The measurement of observer agreement for categorical data. Biometrics. 1977;33:159–74.CrossRef
30.
go back to reference Goldstein JM, Fehring TK, Fehring KA. Cystic adverse local tissue reactions in asymptomatic modular metal-on-metal total hips may decrease over time. J Arthroplast. 2016;31:1589–94.CrossRef Goldstein JM, Fehring TK, Fehring KA. Cystic adverse local tissue reactions in asymptomatic modular metal-on-metal total hips may decrease over time. J Arthroplast. 2016;31:1589–94.CrossRef
31.
go back to reference Kwon YM. Evaluation of the painful dual taper modular neck stem total hip arthroplasty: do they all require revision? J Arthroplast. 2016. Kwon YM. Evaluation of the painful dual taper modular neck stem total hip arthroplasty: do they all require revision? J Arthroplast. 2016.
32.
go back to reference Lippe J, Spang JT, Leger RR, Arciero RA, Mazzocca AD, Shea KP. Inter-rater agreement of the Goutallier, Patte, and Warner classification scores using preoperative magnetic resonance imaging in patients with rotator cuff tears. Arthrosc J Arthrosc Relat Surg. 2012;28:154–9.CrossRef Lippe J, Spang JT, Leger RR, Arciero RA, Mazzocca AD, Shea KP. Inter-rater agreement of the Goutallier, Patte, and Warner classification scores using preoperative magnetic resonance imaging in patients with rotator cuff tears. Arthrosc J Arthrosc Relat Surg. 2012;28:154–9.CrossRef
33.
go back to reference Oh JH, Kim SH, Choi J-A, Kim Y, Oh CH. Reliability of the grading system for fatty degeneration of rotator cuff muscles. Clin Orthop Relat Res. 2010;468:1558–64.CrossRef Oh JH, Kim SH, Choi J-A, Kim Y, Oh CH. Reliability of the grading system for fatty degeneration of rotator cuff muscles. Clin Orthop Relat Res. 2010;468:1558–64.CrossRef
34.
go back to reference Bridge P, Fielding A, Rowntree P, Pullar A. Intraobserver variability: should we worry? J Med Imaging Radiat Sci. 2016:217–20. Bridge P, Fielding A, Rowntree P, Pullar A. Intraobserver variability: should we worry? J Med Imaging Radiat Sci. 2016:217–20.
Metadata
Title
MARS MRI assessment of fatty degeneration of the gluteal muscles in patients with THA: reliability and accuracy of commonly used classification systems
Authors
Christian Klemt
F. Joseph Simeone
Christopher M. Melnic
Venkatsaiakhil Tirumala
Liang Xiong
Young-Min Kwon
Publication date
01-04-2021
Publisher
Springer Berlin Heidelberg
Published in
Skeletal Radiology / Issue 4/2021
Print ISSN: 0364-2348
Electronic ISSN: 1432-2161
DOI
https://doi.org/10.1007/s00256-020-03611-9

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