Skip to main content
Erschienen in: European Radiology 7/2012

01.07.2012 | Musculoskeletal

Comparison of clinical semi-quantitative assessment of muscle fat infiltration with quantitative assessment using chemical shift-based water/fat separation in MR studies of the calf of post-menopausal women

verfasst von: Hamza Alizai, Lorenzo Nardo, Dimitrios C. Karampinos, Gabby B. Joseph, Samuel P. Yap, Thomas Baum, Roland Krug, Sharmila Majumdar, Thomas M. Link

Erschienen in: European Radiology | Ausgabe 7/2012

Einloggen, um Zugang zu erhalten

Abstract

Objective

The goal of this study was to compare the semi-quantitative Goutallier classification for fat infiltration with quantitative fat-fraction derived from a magnetic resonance imaging (MRI) chemical shift-based water/fat separation technique.

Methods

Sixty-two women (age 61 ± 6 years), 27 of whom had diabetes, underwent MRI of the calf using a T1-weighted fast spin-echo sequence and a six-echo spoiled gradient-echo sequence at 3 T. Water/fat images and fat fraction maps were reconstructed using the IDEAL algorithm with T2* correction and a multi-peak model for the fat spectrum. Two radiologists scored fat infiltration on the T1-weighted images using the Goutallier classification in six muscle compartments. Spearman correlations between the Goutallier grades and the fat fraction were calculated; in addition, intra-observer and inter-observer agreement were calculated.

Results

A significant correlation between the clinical grading and the fat fraction values was found for all muscle compartments (P < 0.0001, R values ranging from 0.79 to 0.88). Goutallier grades 0–4 had a fat fraction ranging from 3.5 to 19%. Intra-observer and inter-observer agreement values of 0.83 and 0.81 were calculated for the semi-quantitative grading.

Conclusion

Semi-quantitative grading of intramuscular fat and quantitative fat fraction were significantly correlated and both techniques had excellent reproducibility. However, the clinical grading was found to overestimate muscle fat.

Key Points

Fat infiltration of muscle commonly occurs in many metabolic and neuromuscular diseases.
Image-based semi-quantitative classifications for assessing fat infiltration are not well validated.
Quantitative MRI techniques provide an accurate assessment of muscle fat.
Literatur
1.
Zurück zum Zitat Wren TA, Bluml S, Tseng-Ong L, Gilsanz V (2008) Three-point technique of fat quantification of muscle tissue as a marker of disease progression in Duchenne muscular dystrophy: preliminary study. AJR Am J Roentgenol 190:W8–W12PubMedCrossRef Wren TA, Bluml S, Tseng-Ong L, Gilsanz V (2008) Three-point technique of fat quantification of muscle tissue as a marker of disease progression in Duchenne muscular dystrophy: preliminary study. AJR Am J Roentgenol 190:W8–W12PubMedCrossRef
2.
Zurück zum Zitat Cheung S, Dillon E, Tham SC et al (2011) The presence of fatty infiltration in the infraspinatus: its relation with the condition of the supraspinatus tendon. Arthroscopy 27:463–470PubMedCrossRef Cheung S, Dillon E, Tham SC et al (2011) The presence of fatty infiltration in the infraspinatus: its relation with the condition of the supraspinatus tendon. Arthroscopy 27:463–470PubMedCrossRef
3.
Zurück zum Zitat Hilton TN, Tuttle LJ, Bohnert KL, Mueller MJ, Sinacore DR (2008) Excessive adipose tissue infiltration in skeletal muscle in individuals with obesity, diabetes mellitus, and peripheral neuropathy: association with performance and function. Phys Ther 88:1336–1344PubMedCrossRef Hilton TN, Tuttle LJ, Bohnert KL, Mueller MJ, Sinacore DR (2008) Excessive adipose tissue infiltration in skeletal muscle in individuals with obesity, diabetes mellitus, and peripheral neuropathy: association with performance and function. Phys Ther 88:1336–1344PubMedCrossRef
4.
Zurück zum Zitat Andersen H, Gadeberg PC, Brock B, Jakobsen J (1997) Muscular atrophy in diabetic neuropathy: a stereological magnetic resonance imaging study. Diabetologia 40:1062–1069PubMedCrossRef Andersen H, Gadeberg PC, Brock B, Jakobsen J (1997) Muscular atrophy in diabetic neuropathy: a stereological magnetic resonance imaging study. Diabetologia 40:1062–1069PubMedCrossRef
5.
Zurück zum Zitat Andersen H, Nielsen S, Mogensen CE, Jakobsen J (2004) Muscle strength in type 2 diabetes. Diabetes 53:1543–1548PubMedCrossRef Andersen H, Nielsen S, Mogensen CE, Jakobsen J (2004) Muscle strength in type 2 diabetes. Diabetes 53:1543–1548PubMedCrossRef
6.
Zurück zum Zitat Andersen H, Poulsen PL, Mogensen CE, Jakobsen J (1996) Isokinetic muscle strength in long-term IDDM patients in relation to diabetic complications. Diabetes 45:440–445PubMedCrossRef Andersen H, Poulsen PL, Mogensen CE, Jakobsen J (1996) Isokinetic muscle strength in long-term IDDM patients in relation to diabetic complications. Diabetes 45:440–445PubMedCrossRef
7.
Zurück zum Zitat Gallagher D, Kuznia P, Heshka S et al (2005) Adipose tissue in muscle: a novel depot similar in size to visceral adipose tissue. Am J Clin Nutr 81:903–910PubMed Gallagher D, Kuznia P, Heshka S et al (2005) Adipose tissue in muscle: a novel depot similar in size to visceral adipose tissue. Am J Clin Nutr 81:903–910PubMed
8.
Zurück zum Zitat Goodpaster BH, Thaete FL, Kelley DE (2000) Thigh adipose tissue distribution is associated with insulin resistance in obesity and in type 2 diabetes mellitus. Am J Clin Nutr 71:885–892PubMed Goodpaster BH, Thaete FL, Kelley DE (2000) Thigh adipose tissue distribution is associated with insulin resistance in obesity and in type 2 diabetes mellitus. Am J Clin Nutr 71:885–892PubMed
9.
Zurück zum Zitat Frimel TN, Sinacore D, Wright NR, Villareal DT, Klein S (2007) Sarcopenia in frail elderly obese participants: role of excess skeletal muscle lipid accumulation. J Geriatr Phys Ther 30:138CrossRef Frimel TN, Sinacore D, Wright NR, Villareal DT, Klein S (2007) Sarcopenia in frail elderly obese participants: role of excess skeletal muscle lipid accumulation. J Geriatr Phys Ther 30:138CrossRef
10.
Zurück zum Zitat Gaeta M, Scribano E, Mileto A et al (2011) Muscle fat fraction in neuromuscular disorders: dual-echo dual-flip-angle spoiled gradient-recalled MR imaging technique for quantification—a feasibility study. Radiology. doi:10.1148/radiol.10101108 Gaeta M, Scribano E, Mileto A et al (2011) Muscle fat fraction in neuromuscular disorders: dual-echo dual-flip-angle spoiled gradient-recalled MR imaging technique for quantification—a feasibility study. Radiology. doi:10.​1148/​radiol.​10101108
11.
Zurück zum Zitat Karampinos DC, Baum T, Nardo L et al (2011) Characterization of regional distribution of skeletal muscle adipose tissue in type 2 diabetes using chemical shift-based water/fat separation. J Magn Reson Imaging. doi:10.1002/jmri.23512 Karampinos DC, Baum T, Nardo L et al (2011) Characterization of regional distribution of skeletal muscle adipose tissue in type 2 diabetes using chemical shift-based water/fat separation. J Magn Reson Imaging. doi:10.​1002/​jmri.​23512
12.
Zurück zum Zitat Pfirrmann CWA, Schmid MR, Zanetti M, Jost B, Gerber C, Hodler J (2004) assessment of fat content in supraspinatus muscle with proton MR spectroscopy in asymptomatic volunteers and patients with supraspinatus tendon lesions1. Radiology 232:709–715PubMedCrossRef Pfirrmann CWA, Schmid MR, Zanetti M, Jost B, Gerber C, Hodler J (2004) assessment of fat content in supraspinatus muscle with proton MR spectroscopy in asymptomatic volunteers and patients with supraspinatus tendon lesions1. Radiology 232:709–715PubMedCrossRef
13.
Zurück zum Zitat Goutallier D, Postel J-M, Bernageau J, Lavau L, Voisin M-C (1994) Fatty muscle degeneration in cuff ruptures: pre- and postoperative evaluation by CT scan. Clin Orthop Relat Res 304:78–83PubMed Goutallier D, Postel J-M, Bernageau J, Lavau L, Voisin M-C (1994) Fatty muscle degeneration in cuff ruptures: pre- and postoperative evaluation by CT scan. Clin Orthop Relat Res 304:78–83PubMed
14.
Zurück zum Zitat Mercuri E, Talim B, Moghadaszadeh B et al (2002) Clinical and imaging findings in six cases of congenital muscular dystrophy with rigid spine syndrome linked to chromosome 1p (RSMD1). Neuromuscul Disord 12:631–638PubMedCrossRef Mercuri E, Talim B, Moghadaszadeh B et al (2002) Clinical and imaging findings in six cases of congenital muscular dystrophy with rigid spine syndrome linked to chromosome 1p (RSMD1). Neuromuscul Disord 12:631–638PubMedCrossRef
15.
Zurück zum Zitat Kornblum C, Lutterbey G, Bogdanow M et al (2006) Distinct neuromuscular phenotypes in myotonic dystrophy types 1 and 2: a whole body highfield MRI study. J Neurol 253:753–761PubMedCrossRef Kornblum C, Lutterbey G, Bogdanow M et al (2006) Distinct neuromuscular phenotypes in myotonic dystrophy types 1 and 2: a whole body highfield MRI study. J Neurol 253:753–761PubMedCrossRef
16.
Zurück zum Zitat Fischer D, Kley RA, Strach K et al (2008) Distinct muscle imaging patterns in myofibrillar myopathies. Neurology 71:758–765PubMedCrossRef Fischer D, Kley RA, Strach K et al (2008) Distinct muscle imaging patterns in myofibrillar myopathies. Neurology 71:758–765PubMedCrossRef
17.
Zurück zum Zitat Fuchs B, Weishaupt D, Zanetti M, Hodler J, Gerber C (1999) Fatty degeneration of the muscles of the rotator cuff: assessment by computed tomography versus magnetic resonance imaging. J Shoulder Elbow Surg 8:599–605PubMedCrossRef Fuchs B, Weishaupt D, Zanetti M, Hodler J, Gerber C (1999) Fatty degeneration of the muscles of the rotator cuff: assessment by computed tomography versus magnetic resonance imaging. J Shoulder Elbow Surg 8:599–605PubMedCrossRef
18.
Zurück zum Zitat Dixon WT (1984) Simple proton spectroscopic imaging. Radiology 153:189–194PubMed Dixon WT (1984) Simple proton spectroscopic imaging. Radiology 153:189–194PubMed
19.
Zurück zum Zitat Glover GH, Schneider E (1991) Three-point Dixon technique for true water/fat decomposition with B0 inhomogeneity correction. Magn Reson Med 18:371–383PubMedCrossRef Glover GH, Schneider E (1991) Three-point Dixon technique for true water/fat decomposition with B0 inhomogeneity correction. Magn Reson Med 18:371–383PubMedCrossRef
20.
Zurück zum Zitat Reeder SB, Pineda AR, Wen Z et al (2005) Iterative decomposition of water and fat with echo asymmetry and least-squares estimation (IDEAL): application with fast spin-echo imaging. Magn Reson Med 54:636–644PubMedCrossRef Reeder SB, Pineda AR, Wen Z et al (2005) Iterative decomposition of water and fat with echo asymmetry and least-squares estimation (IDEAL): application with fast spin-echo imaging. Magn Reson Med 54:636–644PubMedCrossRef
21.
Zurück zum Zitat Yu H, Reeder SB, Shimakawa A, Brittain JH, Pelc NJ (2005) Field map estimation with a region growing scheme for iterative 3-point water-fat decomposition. Magn Reson Med 54:1032–1039PubMedCrossRef Yu H, Reeder SB, Shimakawa A, Brittain JH, Pelc NJ (2005) Field map estimation with a region growing scheme for iterative 3-point water-fat decomposition. Magn Reson Med 54:1032–1039PubMedCrossRef
22.
Zurück zum Zitat Yu H, McKenzie CA, Shimakawa A et al (2007) Multiecho reconstruction for simultaneous water-fat decomposition and T2* estimation. J Magn Reson Imaging 26:1153–1161PubMedCrossRef Yu H, McKenzie CA, Shimakawa A et al (2007) Multiecho reconstruction for simultaneous water-fat decomposition and T2* estimation. J Magn Reson Imaging 26:1153–1161PubMedCrossRef
23.
Zurück zum Zitat Middleton MS, Hamilton G, Bydder M, Sirlin CB (2009) How much fat is under the water peak in liver fat MR spectroscopy? In: Proceedings of the 17th Annual Meeting of ISMRM, Honolulu, p 4331 Middleton MS, Hamilton G, Bydder M, Sirlin CB (2009) How much fat is under the water peak in liver fat MR spectroscopy? In: Proceedings of the 17th Annual Meeting of ISMRM, Honolulu, p 4331
24.
Zurück zum Zitat Yu H, Shimakawa A, McKenzie CA, Brodsky E, Brittain JH, Reeder SB (2008) Multiecho water-fat separation and simultaneous R2* estimation with multifrequency fat spectrum modeling. Magn Reson Med 60:1122–1134PubMedCrossRef Yu H, Shimakawa A, McKenzie CA, Brodsky E, Brittain JH, Reeder SB (2008) Multiecho water-fat separation and simultaneous R2* estimation with multifrequency fat spectrum modeling. Magn Reson Med 60:1122–1134PubMedCrossRef
25.
Zurück zum Zitat Karampinos DC, Yu H, Shimakawa A, Link TM, Majumdar S (2011) T(1)-corrected fat quantification using chemical shift-based water/fat separation: application to skeletal muscle. Magn Reson Med 66:1312–1326PubMedCrossRef Karampinos DC, Yu H, Shimakawa A, Link TM, Majumdar S (2011) T(1)-corrected fat quantification using chemical shift-based water/fat separation: application to skeletal muscle. Magn Reson Med 66:1312–1326PubMedCrossRef
26.
Zurück zum Zitat Bydder M, Yokoo T, Hamilton G et al (2008) Relaxation effects in the quantification of fat using gradient echo imaging. Magn Reson Imaging 26:347–359PubMedCrossRef Bydder M, Yokoo T, Hamilton G et al (2008) Relaxation effects in the quantification of fat using gradient echo imaging. Magn Reson Imaging 26:347–359PubMedCrossRef
27.
Zurück zum Zitat Liu CY, McKenzie CA, Yu H, Brittain JH, Reeder SB (2007) Fat quantification with IDEAL gradient echo imaging: correction of bias from T1 and noise. Magn Reson Med 58:354–364PubMedCrossRef Liu CY, McKenzie CA, Yu H, Brittain JH, Reeder SB (2007) Fat quantification with IDEAL gradient echo imaging: correction of bias from T1 and noise. Magn Reson Med 58:354–364PubMedCrossRef
28.
Zurück zum Zitat Yu H, Shimakawa A, Hines CD et al (2011) Combination of complex-based and magnitude-based multiecho water-fat separation for accurate quantification of fat-fraction. Magn Reson Med 66:199–206PubMedCrossRef Yu H, Shimakawa A, Hines CD et al (2011) Combination of complex-based and magnitude-based multiecho water-fat separation for accurate quantification of fat-fraction. Magn Reson Med 66:199–206PubMedCrossRef
29.
Zurück zum Zitat Landis JR, Koch GG (1977) The measurement of observer agreement for categorical data. Biometrics 33:159–174PubMedCrossRef Landis JR, Koch GG (1977) The measurement of observer agreement for categorical data. Biometrics 33:159–174PubMedCrossRef
30.
Zurück zum Zitat Goutallier D, Postel JM, Lavau L, Bernageau J (1999) Impact of fatty degeneration of the suparspinatus and infraspinatus msucles on the prognosis of surgical repair of the rotator cuff. Rev Chir Orthop Reparatrice Appar Mot 85:668–676PubMed Goutallier D, Postel JM, Lavau L, Bernageau J (1999) Impact of fatty degeneration of the suparspinatus and infraspinatus msucles on the prognosis of surgical repair of the rotator cuff. Rev Chir Orthop Reparatrice Appar Mot 85:668–676PubMed
31.
Zurück zum Zitat Gloor M, Fasler S, Fischmann A et al (2011) Quantification of fat infiltration in oculopharyngeal muscular dystrophy: comparison of three MR imaging methods. J Magn Reson Imaging 33:203–210PubMedCrossRef Gloor M, Fasler S, Fischmann A et al (2011) Quantification of fat infiltration in oculopharyngeal muscular dystrophy: comparison of three MR imaging methods. J Magn Reson Imaging 33:203–210PubMedCrossRef
32.
Zurück zum Zitat Machann J, Bachmann OP, Brechtel K et al (2003) Lipid content in the musculature of the lower leg assessed by fat selective MRI: intra- and interindividual differences and correlation with anthropometric and metabolic data. J Magn Reson Imaging 17:350–357PubMedCrossRef Machann J, Bachmann OP, Brechtel K et al (2003) Lipid content in the musculature of the lower leg assessed by fat selective MRI: intra- and interindividual differences and correlation with anthropometric and metabolic data. J Magn Reson Imaging 17:350–357PubMedCrossRef
33.
Zurück zum Zitat Wattjes M, Kley R, Fischer D (2010) Neuromuscular imaging in inherited muscle diseases. Eur Radiol 20:2447–2460PubMedCrossRef Wattjes M, Kley R, Fischer D (2010) Neuromuscular imaging in inherited muscle diseases. Eur Radiol 20:2447–2460PubMedCrossRef
34.
Zurück zum Zitat Ford ES, Giles WH, Dietz WH (2002) Prevalence of the metabolic syndrome among US adults: findings from the third National Health and Nutrition Examination Survey. JAMA 287:356–359PubMedCrossRef Ford ES, Giles WH, Dietz WH (2002) Prevalence of the metabolic syndrome among US adults: findings from the third National Health and Nutrition Examination Survey. JAMA 287:356–359PubMedCrossRef
35.
Zurück zum Zitat Vettor R, Milan G, Franzin C et al (2009) The origin of intermuscular adipose tissue and its pathophysiological implications. Am J Physiol Endocrinol Metab 297:E987–E998PubMedCrossRef Vettor R, Milan G, Franzin C et al (2009) The origin of intermuscular adipose tissue and its pathophysiological implications. Am J Physiol Endocrinol Metab 297:E987–E998PubMedCrossRef
36.
Zurück zum Zitat Gallagher D, Kelley DE, Yim JE et al (2009) Adipose tissue distribution is different in type 2 diabetes. Am J Clin Nutr 89:807–814PubMedCrossRef Gallagher D, Kelley DE, Yim JE et al (2009) Adipose tissue distribution is different in type 2 diabetes. Am J Clin Nutr 89:807–814PubMedCrossRef
37.
Zurück zum Zitat Durheim MT, Slentz CA, Bateman LA, Mabe SK, Kraus WE (2008) Relationships between exercise-induced reductions in thigh intermuscular adipose tissue, changes in lipoprotein particle size, and visceral adiposity. Am J Physiol Endocrinol Metab 295:E407–E412PubMedCrossRef Durheim MT, Slentz CA, Bateman LA, Mabe SK, Kraus WE (2008) Relationships between exercise-induced reductions in thigh intermuscular adipose tissue, changes in lipoprotein particle size, and visceral adiposity. Am J Physiol Endocrinol Metab 295:E407–E412PubMedCrossRef
Metadaten
Titel
Comparison of clinical semi-quantitative assessment of muscle fat infiltration with quantitative assessment using chemical shift-based water/fat separation in MR studies of the calf of post-menopausal women
verfasst von
Hamza Alizai
Lorenzo Nardo
Dimitrios C. Karampinos
Gabby B. Joseph
Samuel P. Yap
Thomas Baum
Roland Krug
Sharmila Majumdar
Thomas M. Link
Publikationsdatum
01.07.2012
Verlag
Springer-Verlag
Erschienen in
European Radiology / Ausgabe 7/2012
Print ISSN: 0938-7994
Elektronische ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-012-2404-7

Weitere Artikel der Ausgabe 7/2012

European Radiology 7/2012 Zur Ausgabe

Akuter Schwindel: Wann lohnt sich eine MRT?

28.04.2024 Schwindel Nachrichten

Akuter Schwindel stellt oft eine diagnostische Herausforderung dar. Wie nützlich dabei eine MRT ist, hat eine Studie aus Finnland untersucht. Immerhin einer von sechs Patienten wurde mit akutem ischämischem Schlaganfall diagnostiziert.

Screening-Mammografie offenbart erhöhtes Herz-Kreislauf-Risiko

26.04.2024 Mammografie Nachrichten

Routinemäßige Mammografien helfen, Brustkrebs frühzeitig zu erkennen. Anhand der Röntgenuntersuchung lassen sich aber auch kardiovaskuläre Risikopatientinnen identifizieren. Als zuverlässiger Anhaltspunkt gilt die Verkalkung der Brustarterien.

S3-Leitlinie zu Pankreaskrebs aktualisiert

23.04.2024 Pankreaskarzinom Nachrichten

Die Empfehlungen zur Therapie des Pankreaskarzinoms wurden um zwei Off-Label-Anwendungen erweitert. Und auch im Bereich der Früherkennung gibt es Aktualisierungen.

Fünf Dinge, die im Kindernotfall besser zu unterlassen sind

18.04.2024 Pädiatrische Notfallmedizin Nachrichten

Im Choosing-Wisely-Programm, das für die deutsche Initiative „Klug entscheiden“ Pate gestanden hat, sind erstmals Empfehlungen zum Umgang mit Notfällen von Kindern erschienen. Fünf Dinge gilt es demnach zu vermeiden.

Update Radiologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.