T1-corrected fat quantification using chemical shift-based water/fat separation: Application to skeletal muscle

Magnetic Resonance in Medicine

Volumn 66, Issue 5, 2011, Pages 1312-1326

  Karampinos, Dimitrios C ^a   Yu, Huanzhou ^b   Shimakawa, Ann ^b   Link, Thomas M ^a   Majumdar, Sharmila ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b GE HEALTHCARE   (United States)

Author keywords

fat quantification; intermuscular adipose tissue; water fat separation

Indexed keywords

BIOMEDICAL SIGNAL PROCESSING; CHEMICAL SHIFT; DECOMPOSITION; SEPARATION;

ADIPOSE TISSUE; DECOMPOSITION OF WATERS; LEAST SQUARES ESTIMATION; NEW APPROACHES; NOISE PERFORMANCE; SEPARATION PROBLEMS; SKELETAL MUSCLE; SMALL FLIP ANGLE;

MUSCLE;

ADIPOSE TISSUE; ARTICLE; NOISE; PHANTOM; PROTON NUCLEAR MAGNETIC RESONANCE; SKELETAL MUSCLE; STATISTICAL ANALYSIS;

EID: 80054815132     PISSN: 07403194     EISSN: 15222594     Source Type: Journal    
DOI: 10.1002/mrm.22925     Document Type: Article

References (49)

1. Gallagher D, Kuznia P, Heshka S, Albu J, Heymsfield SB, Goodpaster B, Visser M, Harris TB,. Adipose tissue in muscle: a novel depot similar in size to visceral adipose tissue. Am J Clin Nutr 2005; 81: 903-910.
2. Kim J, Heshka S, Gallagher D, Kotler DP, Mayer L, Albu J, Shen W, Freda PU, Heymsfield SB,. Intermuscular adipose tissue-free skeletal muscle mass: estimation by dual-energy X-ray absorptiometry in adults. J Appl Physiol 2004; 97: 655-660.
3. Vettor R, Milan G, Franzin C, Sanna M, De Coppi P, Rizzuto R, Federspil G,. The origin of intermuscular adipose tissue and its pathophysiological implications. Am J Physiol Endocrinol Metab, doi:10.1152/ajpendo.00229.2009.
4. Boesch C, Machann J, Vermathen P, Schick F,. Role of proton MR for the study of muscle lipid metabolism. NMR Biomed 2006; 19: 968-988.
5. 1H-MR-spectroscopy. Magn Reson Med 1997; 37: 484-493.
6. Schick F, Eismann B, Jung WI, Bongers H, Bunse M, Lutz O,. Comparison of localized proton NMR signals of skeletal muscle and fat tissue in vivo: two lipid compartments in muscle tissue. Magn Reson Med 1993; 29: 158-167.
7. Schick F, Machann J, Brechtel K, Strempfer A, Klumpp B, Stein DT, Jacob S,. MRI of muscular fat. Magn Reson Med 2002; 47: 720-727.
8. Boettcher M, Machann J, Stefan N, Thamer C, Haring HU, Claussen CD, Fritsche A, Schick F,. Intermuscular adipose tissue (IMAT): association with other adipose tissue compartments and insulin sensitivity. J Magn Reson Imaging 2009; 29: 1340-1345.
9. Positano V, Christiansen T, Santarelli MF, Ringgaard S, Landini L, Gastaldelli A,. Accurate segmentation of subcutaneous and intermuscular adipose tissue from MR images of the thigh. J Magn Reson Imaging 2009; 29: 677-684.
10. Goodpaster BH, Stenger VA, Boada F, McKolanis T, Davis D, Ross R, Kelley DE,. Skeletal muscle lipid concentration quantified by magnetic resonance imaging. Am J Clin Nutr 2004; 79: 748-754.
11. Weis J, Courivaud F, Hansen MS, Johansson L, Ribe LR, Ahlstrom H,. Lipid content in the musculature of the lower leg: evaluation with high-resolution spectroscopic imaging. Magn Reson Med 2005; 54: 152-158.
12. Weis J, Johansson L, Courivaud F, Karlsson FA, Ahlstrom H,. Quantification of intramyocellular lipids in obese subjects using spectroscopic imaging with high spatial resolution. Magn Reson Med 2007; 57: 22-28.
13. Weis J, Johansson L, Ortiz-Nieto F, Ahlstrom H,. Assessment of lipids in skeletal muscle by high-resolution spectroscopic imaging using fat as the internal standard: comparison with water referenced spectroscopy. Magn Reson Med 2008; 59: 1259-1265.
14. 0 inhomogeneity correction. Magn Reson Med 1991; 18: 371-383.
15. Ma J,. Dixon techniques for water and fat imaging. J Magn Reson Imaging 2008; 28: 543-558.
16. Reeder SB, Wen Z, Yu H, Pineda AR, Gold GE, Markl M, Pelc NJ,. Multicoil Dixon chemical species separation with an iterative least-squares estimation method. Magn Reson Med 2004; 51: 35-45.
17. Bydder M, Yokoo T, Hamilton G, Middleton MS, Chavez AD, Schwimmer JB, Lavine JE, Sirlin CB,. Relaxation effects in the quantification of fat using gradient echo imaging. Magn Reson Imaging 2008; 26: 347-359.
18. 2* estimation with multifrequency fat spectrum modeling. Magn Reson Med 2008; 60: 1122-1134.
19. Reeder SB, Pineda AR, Wen Z, Shimakawa A, Yu H, Brittain JH, Gold GE, Beaulieu CH, Pelc NJ,. Iterative decomposition of water and fat with echo asymmetry and least-squares estimation (IDEAL): application with fast spin-echo imaging. Magn Reson Med 2005; 54: 636-644.
20. 1w and quantitative Dixon imaging. In: Proceedings of the 18th Annual Meeting of ISMRM, Stockholm, Sweden; 2010. p 853.
21. Wren TA, Bluml S, Tseng-Ong L, Gilsanz V,. 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 2008; 190: W8-W12.
22. 2* estimation. J Magn Reson Imaging 2007; 26: 1153-1161.
23. 1 and noise. Magn Reson Med 2007; 58: 354-364.
24. Hu HH, Nayak KS,. Quantification of absolute fat mass using an adipose tissue reference signal model. J Magn Reson Imaging 2008; 28: 1483-1491.
25. 1 corrected IDEAL spoiled gradient echo imaging. In: Proceedings of the 17th Annual Meeting of ISMRM, Honolulu, Hawaii; 2009. p 4449.
26. Hernando D, Liang Z-P, Kellman P,. Chemical shift-based water/fat separation: a comparison of signal models. Magn Reson Med 2010; 64: 811-822.
27. 2* corrected MRI with accurate spectral modeling for quantification of fat: validation in a fat-water-SPIO phantom. J Magn Reson Imaging 2009; 30: 1215-1222.
28. Yu H, Reeder SB, Shimakawa A, Brittain JH, Pelc NJ,. Field map estimation with a region growing scheme for iterative 3-point water-fat decomposition. Magn Reson Med 2005; 54: 1032-1039.
29. 1 bias and SNR performance for fat quantification. In: Proceedings of the 18th Annual Meeting of ISMRM, Stockholm, Sweden; 2010. p 2927.
30. Reeder SB, Hines CD, Yu H, McKenzie CA, Brittain JH,. On the definition of fat-fraction for in vivo fat quantification with magnetic resonance imaging. In: Proceedings of the 17th Annual Meeting of ISMRM, Honolulu, Hawaii; 2009. p 211.
31. Middleton MS, Hamilton G, Bydder M, Sirlin CB,. How much fat is under the water peak in liver fat MR spectroscopy? In: Proceedings of the 17th Annual Meeting of ISMRM, Honolulu, Hawaii; 2009. p 4331.
32. Reeder SB, McKenzie CA, Pineda AR, Yu H, Shimakawa A, Brau AC, Hargreaves BA, Gold GE, Brittain JH,. Water-fat separation with IDEAL gradient-echo imaging. J Magn Reson Imaging 2007; 25: 644-652.
33. Bydder M, Shiehmorteza M, Yokoo T, Sugay S, Middleton MS, Girard O, Schroeder ME, Wolfson T, Gamst A, Sirlin C,. Assessment of liver fat quantification in the presence of iron. Magn Reson Imaging 2010; 28: 767-776.
34. 2* correction for water and fat. In: Proceedings of the 18th Annual Meeting of ISMRM, Stockholm, Sweden. 2010; p 2908.
35. 1 of water and water in mixture. Magn Reson Med 2010; 63: 494-501.
36. 1H NMR relaxation times of skeletal muscle metabolites at 3 T. MAGMA 2004; 16: 155-159.
37. Wang L, Salibi N, Wu Y, Schweitzer ME, Regatte RR,. Relaxation times of skeletal muscle metabolites at 7 T. J Magn Reson Imaging 2009; 29: 1457-1464.
38. 2* IDEAL for the quantification of intermuscular adipose tissue. In: Proceedings of the 18th Annual Meeting of ISMRM, Stockholm, Sweden; 2010. p 418.
39. 1 measurements incorporating flip angle calibration and correction in vivo. J Magn Reson 2006; 182: 283-292.
40. Houmard JA, Smith R, Jendrasiak GL,. Relationship between MRI relaxation time and muscle fiber composition. J Appl Physiol 1995; 78: 807-809.
41. Yu H, Shimakawa A, Reeder SB, McKenzie CA, Brittain JH,. Magnitude fitting following phase sensitive water-fat separation to remove effects of phase errors. In: Proceedings of the 17th Annual Meeting of ISMRM, Honolulu, Hawaii; 2009. p 461.
42. 2* for water and fat for improved accuracy of fat quantification. Magn Reson Med 2010; 63: 849-857.
43. Schwenzer NF, Martirosian P, Machann J, Schraml C, Steidle G, Claussen CD, Schick F,. Aging effects on human calf muscle properties assessed by MRI at 3 Tesla. J Magn Reson Imaging 2009; 29: 1346-1354.
44. Wokke B, Bos C, Eggers H, Webb A, Kan H,. Feasibility and reproducibility of MR fat-fraction measurements in muscle using iterative signal decomposition with a multifrequency fat signal model. In: Proceedings of the 18th Annual Meeting of ISMRM, Stockholm, Sweden; 2010. p 851.
45. 1 measurement in dynamic contrast-enhanced breast MRI using two- and three-dimensional variable flip angle fast low-angle shot. J Magn Reson Imaging 1999; 9: 163-171.
46. 1 measurement in the presence of non-ideal RF pulse shape and RF field nonuniformity. Magn Reson Med 2001; 45: 838-845.
47. Rakow-Penner R, Daniel B, Yu H, Sawyer-Glover A, Glover GH,. Relaxation times of breast tissue at 1.5 T and 3 T measured using IDEAL. J Magn Reson Imaging 2006; 23: 87-91.
48. Bydder M, Liang H, Yu H, Shimakawa A, Brittain JH, Bydder G, Mell L,. Monitoring bone marrow changes during chemotherapy using MRI fat quantification. In: Proceedings of the 18th Annual Meeting of ISMRM, Stockholm, Sweden; 2010. p 2822.
49. Karampinos DC, Yu H, Shimakawa A, Han E, Link TM, Majumdar S, Krug R,. Bone marrow fat fraction mapping in the proximal femur in vivo using IDEAL gradient echo imaging. In: Proceedings of the 18th Annual Meeting of ISMRM, Stockholm, Sweden; 2010. p 791.