Skip to main content
Erschienen in: European Radiology 6/2014

01.06.2014 | Musculoskeletal

Dixon-based MRI for assessment of muscle-fat content in phantoms, healthy volunteers and patients with achillodynia: comparison to visual assessment of calf muscle quality

verfasst von: Michael. A. Fischer, Christian W. A. Pfirrmann, Norman Espinosa, Dimitri A. Raptis, Florian M. Buck

Erschienen in: European Radiology | Ausgabe 6/2014

Einloggen, um Zugang zu erhalten

Abstract

Objectives

To quantify the muscle fat-content (MFC) in phantoms, volunteers and patients with achillodynia using two-point Dixon-based magnetic resonance imaging (2pt-MRIDIXON) in comparison to MR spectroscopy (MRS) and visual assessment of MFC.

Methods

Two-point Dixon-based MRI was used to measure the MFC of 15 phantoms containing 0-100 % fat-content and calf muscles in 30 patients (13 women; 57 ± 15 years) with achillodynia and in 20 volunteers (10 women; 30 ± 14 years) at 1.5 T. The accuracy of 2pt-MRIDIXON in quantification of MFC was assessed in vitro using phantoms and in vivo using MRS as the standard of reference. Fat-fractions derived from 2pt-MRIDIXON (FFDIXON) and MRS (FFMRS) were related to visual assessment of MFC (Goutallier grades 0–4) and Achilles-tendon quality (grade 0-4).

Results

Excellent linear correlation was demonstrated for FFDIXON with phantoms and with FFMRS in patients (p c = 0.997/0.995; p < 0.001). FFDIXON of the gastrocnemius muscle was significantly higher (p = 0.002) in patients (7.0 % ± 4.7 %) compared with volunteers (3.6 % ± 0.7 %), whereas visual-grading showed no difference between both groups (p > 0.05). FFMRS and FFDIXON were significantly higher in subjects with (>grade 1) structural damage of the Achilles-tendon (p = 0.01).

Conclusions

Two-point Dixon-based MRI allows for accurate quantification of MFC, outperforming visual assessment of calf muscle fat. Structural damage of the Achilles tendon is associated with a significantly higher MFC.

Key points

Two-point Dixon-based MRI allows accurate quantification of muscular fat content (MFC).
Quantitative analysis outperforms visual analysis in the detection of elevated MFC.
Achillodynia results in an increased MFC of the gastrocnemius muscles.
Structural damage of the Achilles tendon further increases the MFC.
Literatur
2.
Zurück zum Zitat Fischer MA, Nanz D, Shimakawa A et al (2013) Quantification of muscle fat in patients with low back pain: comparison of multi-echo MR imaging with single-voxel MR spectroscopy. Radiology 266:555–563PubMedCrossRef Fischer MA, Nanz D, Shimakawa A et al (2013) Quantification of muscle fat in patients with low back pain: comparison of multi-echo MR imaging with single-voxel MR spectroscopy. Radiology 266:555–563PubMedCrossRef
3.
4.
Zurück zum Zitat Fischer MA, Nanz D, Reiner CS et al (2010) Diagnostic performance and accuracy of 3-D spoiled gradient-dual-echo MRI with water- and fat-signal separation in liver-fat quantification: comparison to liver biopsy. Investig Radiol 45:465–470CrossRef Fischer MA, Nanz D, Reiner CS et al (2010) Diagnostic performance and accuracy of 3-D spoiled gradient-dual-echo MRI with water- and fat-signal separation in liver-fat quantification: comparison to liver biopsy. Investig Radiol 45:465–470CrossRef
5.
Zurück zum Zitat Schweitzer ME, Karasick D (2000) MR imaging of disorders of the Achilles tendon. AJR Am J Roentgenol 175:613–625PubMedCrossRef Schweitzer ME, Karasick D (2000) MR imaging of disorders of the Achilles tendon. AJR Am J Roentgenol 175:613–625PubMedCrossRef
6.
Zurück zum Zitat Sharma P, Maffulli N (2005) Tendon injury and tendinopathy: healing and repair. J Bone Joint Surg Am 87:187–202PubMedCrossRef Sharma P, Maffulli N (2005) Tendon injury and tendinopathy: healing and repair. J Bone Joint Surg Am 87:187–202PubMedCrossRef
7.
Zurück zum Zitat Hoffmann A, Mamisch N, Buck FM et al (2011) Oedema and fatty degeneration of the soleus and gastrocnemius muscles on MR images in patients with Achilles tendon abnormalities. Eur Radiol 21:1996–2003PubMedCrossRef Hoffmann A, Mamisch N, Buck FM et al (2011) Oedema and fatty degeneration of the soleus and gastrocnemius muscles on MR images in patients with Achilles tendon abnormalities. Eur Radiol 21:1996–2003PubMedCrossRef
8.
Zurück zum Zitat Munteanu SE, Barton CJ (2011) Lower limb biomechanics during running in individuals with achilles tendinopathy: a systematic review. J Foot Ankle Res 4:15PubMedCentralPubMedCrossRef Munteanu SE, Barton CJ (2011) Lower limb biomechanics during running in individuals with achilles tendinopathy: a systematic review. J Foot Ankle Res 4:15PubMedCentralPubMedCrossRef
9.
Zurück zum Zitat Bartolozzi A, Andreychik D, Ahmad S (1994) Determinants of outcome in the treatment of rotator cuff disease. Clin Orthop Relat Res 308:90–97PubMed Bartolozzi A, Andreychik D, Ahmad S (1994) Determinants of outcome in the treatment of rotator cuff disease. Clin Orthop Relat Res 308:90–97PubMed
10.
Zurück zum Zitat Gerber C, Schneeberger AG, Hoppeler H et al (2007) Correlation of atrophy and fatty infiltration on strength and integrity of rotator cuff repairs: a study in thirteen patients. J Shoulder Elbow Surg 16:691–696PubMedCrossRef Gerber C, Schneeberger AG, Hoppeler H et al (2007) Correlation of atrophy and fatty infiltration on strength and integrity of rotator cuff repairs: a study in thirteen patients. J Shoulder Elbow Surg 16:691–696PubMedCrossRef
11.
Zurück zum Zitat Raptis DA, Fischer MA, Graf R et al (2012) MRI: the new reference standard in quantifying hepatic steatosis? Gut 61:117–127PubMedCrossRef Raptis DA, Fischer MA, Graf R et al (2012) MRI: the new reference standard in quantifying hepatic steatosis? Gut 61:117–127PubMedCrossRef
12.
Zurück zum Zitat Dickson LC, Costain R, McKenzie D et al (2009) Quantitative screening of stilbenes and zeranol and its related residues and natural precursors in veal liver by gas chromatography-mass spectrometry. J Agric Food Chem 57:6536–6542PubMedCrossRef Dickson LC, Costain R, McKenzie D et al (2009) Quantitative screening of stilbenes and zeranol and its related residues and natural precursors in veal liver by gas chromatography-mass spectrometry. J Agric Food Chem 57:6536–6542PubMedCrossRef
13.
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
14.
Zurück zum Zitat Fischmann A, Kaspar S, Reinhardt J et al (2012) Exercise might bias skeletal-muscle fat fraction calculation from Dixon images. Neuromuscul Disord 22:S107–S110PubMedCrossRef Fischmann A, Kaspar S, Reinhardt J et al (2012) Exercise might bias skeletal-muscle fat fraction calculation from Dixon images. Neuromuscul Disord 22:S107–S110PubMedCrossRef
15.
Zurück zum Zitat Pineda N, Sharma P, Xu Q et al (2009) Measurement of hepatic lipid: high-speed T2-corrected multiecho acquisition at 1H MR spectroscopy—a rapid and accurate technique. Radiology 252:568–576PubMedCrossRef Pineda N, Sharma P, Xu Q et al (2009) Measurement of hepatic lipid: high-speed T2-corrected multiecho acquisition at 1H MR spectroscopy—a rapid and accurate technique. Radiology 252:568–576PubMedCrossRef
16.
Zurück zum Zitat Goutallier D, Postel JM, Bernageau J et al (1994) Fatty muscle degeneration in cuff ruptures. Pre- and postoperative evaluation by CT scan. Clin Orthop Relat Res 304:78–83PubMed Goutallier D, Postel JM, Bernageau J et al (1994) Fatty muscle degeneration in cuff ruptures. Pre- and postoperative evaluation by CT scan. Clin Orthop Relat Res 304:78–83PubMed
17.
Zurück zum Zitat Lin L, Torbeck LD (1998) Coefficient of accuracy and concordance correlation coefficient: new statistics for methods comparison. PDA J Pharm Sci Technol 52:55–59PubMed Lin L, Torbeck LD (1998) Coefficient of accuracy and concordance correlation coefficient: new statistics for methods comparison. PDA J Pharm Sci Technol 52:55–59PubMed
18.
Zurück zum Zitat Gladstone JN, Bishop JY, Lo IK et al (2007) Fatty infiltration and atrophy of the rotator cuff do not improve after rotator cuff repair and correlate with poor functional outcome. Am J Sports Med 35:719–728PubMedCrossRef Gladstone JN, Bishop JY, Lo IK et al (2007) Fatty infiltration and atrophy of the rotator cuff do not improve after rotator cuff repair and correlate with poor functional outcome. Am J Sports Med 35:719–728PubMedCrossRef
19.
Zurück zum Zitat Alizai H, Nardo L, Karampinos DC et al (2012) 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. Eur Radiol 22:1592–1600PubMedCentralPubMedCrossRef Alizai H, Nardo L, Karampinos DC et al (2012) 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. Eur Radiol 22:1592–1600PubMedCentralPubMedCrossRef
20.
Zurück zum Zitat Fischmann A, Hafner P, Gloor M et al (2012) Quantitative MRI and loss of free ambulation in Duchenne muscular dystrophy. J Neurol 260:969–974PubMedCrossRef Fischmann A, Hafner P, Gloor M et al (2012) Quantitative MRI and loss of free ambulation in Duchenne muscular dystrophy. J Neurol 260:969–974PubMedCrossRef
21.
Zurück zum Zitat Karampinos DC, Baum T, Nardo L et al (2012) Characterization of the regional distribution of skeletal muscle adipose tissue in type 2 diabetes using chemical shift-based water/fat separation. J Magn Reson Imaging 35:899–907PubMedCentralPubMedCrossRef Karampinos DC, Baum T, Nardo L et al (2012) Characterization of the regional distribution of skeletal muscle adipose tissue in type 2 diabetes using chemical shift-based water/fat separation. J Magn Reson Imaging 35:899–907PubMedCentralPubMedCrossRef
22.
Zurück zum Zitat Rofsky NM, Lee VS, Laub G et al (1999) Abdominal MR imaging with a volumetric interpolated breath-hold examination. Radiology 212:876–884PubMedCrossRef Rofsky NM, Lee VS, Laub G et al (1999) Abdominal MR imaging with a volumetric interpolated breath-hold examination. Radiology 212:876–884PubMedCrossRef
23.
Zurück zum Zitat Cassidy FH, Yokoo T, Aganovic L et al (2009) Fatty liver disease: MR imaging techniques for the detection and quantification of liver steatosis. Radiographics 29:231–260PubMedCrossRef Cassidy FH, Yokoo T, Aganovic L et al (2009) Fatty liver disease: MR imaging techniques for the detection and quantification of liver steatosis. Radiographics 29:231–260PubMedCrossRef
24.
Zurück zum Zitat Reeder SB, Robson PM, Yu H et al (2009) Quantification of hepatic steatosis with MRI: the effects of accurate fat spectral modeling. J Magn Reson Imaging 29:1332–1339PubMedCentralPubMedCrossRef Reeder SB, Robson PM, Yu H et al (2009) Quantification of hepatic steatosis with MRI: the effects of accurate fat spectral modeling. J Magn Reson Imaging 29:1332–1339PubMedCentralPubMedCrossRef
25.
Zurück zum Zitat Kovanlikaya A, Guclu C, Desai C et al (2005) Fat quantification using three-point dixon technique: in vitro validation. Acad Radiol 12:636–639PubMedCrossRef Kovanlikaya A, Guclu C, Desai C et al (2005) Fat quantification using three-point dixon technique: in vitro validation. Acad Radiol 12:636–639PubMedCrossRef
26.
Zurück zum Zitat Bernard CP, Liney GP, Manton DJ et al (2008) Comparison of fat quantification methods: a phantom study at 3.0T. J Magn Reson Imaging 27:192–197PubMedCrossRef Bernard CP, Liney GP, Manton DJ et al (2008) Comparison of fat quantification methods: a phantom study at 3.0T. J Magn Reson Imaging 27:192–197PubMedCrossRef
27.
Zurück zum Zitat Karampinos DC, Yu H, Shimakawa A et al (2011) T-corrected fat quantification using chemical shift-based water/fat separation: application to skeletal muscle. Magn Reson Med 66:1312–1326PubMedCentralPubMedCrossRef Karampinos DC, Yu H, Shimakawa A et al (2011) T-corrected fat quantification using chemical shift-based water/fat separation: application to skeletal muscle. Magn Reson Med 66:1312–1326PubMedCentralPubMedCrossRef
28.
Zurück zum Zitat Yu H, Shimakawa A, McKenzie CA et al (2008) Multiecho water-fat separation and simultaneous R2* estimation with multifrequency fat spectrum modeling. Magn Reson Med 60:1122–1134PubMedCentralPubMedCrossRef Yu H, Shimakawa A, McKenzie CA et al (2008) Multiecho water-fat separation and simultaneous R2* estimation with multifrequency fat spectrum modeling. Magn Reson Med 60:1122–1134PubMedCentralPubMedCrossRef
29.
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 26:347–359PubMedCentralPubMedCrossRef Bydder M, Yokoo T, Hamilton G et al (2008) Relaxation effects in the quantification of fat using gradient echo imaging. Magn Reson Imaging 26:347–359PubMedCentralPubMedCrossRef
30.
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
31.
Zurück zum Zitat Mengiardi B, Schmid MR, Boos N et al (2006) Fat content of lumbar paraspinal muscles in patients with chronic low back pain and in asymptomatic volunteers: quantification with MR spectroscopy. Radiology 240:786–792PubMedCrossRef Mengiardi B, Schmid MR, Boos N et al (2006) Fat content of lumbar paraspinal muscles in patients with chronic low back pain and in asymptomatic volunteers: quantification with MR spectroscopy. Radiology 240:786–792PubMedCrossRef
Metadaten
Titel
Dixon-based MRI for assessment of muscle-fat content in phantoms, healthy volunteers and patients with achillodynia: comparison to visual assessment of calf muscle quality
verfasst von
Michael. A. Fischer
Christian W. A. Pfirrmann
Norman Espinosa
Dimitri A. Raptis
Florian M. Buck
Publikationsdatum
01.06.2014
Verlag
Springer Berlin Heidelberg
Erschienen in
European Radiology / Ausgabe 6/2014
Print ISSN: 0938-7994
Elektronische ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-014-3121-1

Weitere Artikel der Ausgabe 6/2014

European Radiology 6/2014 Zur Ausgabe

Update Radiologie

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