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Erschienen in: Rheumatology International 6/2016

15.03.2016 | Imaging

Quantifying fat and lean muscle in the lower legs of women with knee osteoarthritis using two different MRI systems

verfasst von: Karen Beattie, Michael J. Davison, Michael Noseworthy, Jonathan D. Adachi, Monica R. Maly

Erschienen in: Rheumatology International | Ausgabe 6/2016

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Abstract

Decreased muscle mass and increased fat mass are commonly seen in the thighs of individuals with knee osteoarthritis (OA). Despite the role of calf muscles in activities of daily living and knee mechanics, little work has investigated calf changes in knee OA. Unlike the thigh, muscle and fat in the lower leg can be imaged using a peripheral magnetic resonance imaging (MRI) scanner. We aimed to assess agreement between subcutaneous fat, intermuscular fat (IMF), intramuscular fat (intraMF), and lean muscle volumes acquired using a peripheral 1.0T as compared to a reference whole-body 3.0T MRI scanner. A calf MRI scan from each scanner was acquired from twenty women >55 years with knee OA. The different tissues were segmented on each of ten axial slices for every participant using SliceOmatic 5.0 (Tomovision, Magog, QC). Tissue volumes were determined for each outcome. Agreement between tissue volumes from the two scanners was assessed using intraclass correlation (ICC(2,1)) coefficients, standard error, and Bland–Altman plots. Agreement between tissue volumes was strong to very strong, with ICCs ranging from 0.842 to 0.991 for all outcomes. However, wide confidence intervals for IMF and intraMF suggest there is less confidence in agreement with segmentation of images from the 1.0T scanner generally underestimating fat volume relative to the 3.0T scanner. The 3.0T’s superior between-tissue contrast likely resulted in more accurate segmentation of IMF and intraMF compared to the 1.0T scanner. Comparisons of tissue volume between studies using different scanners/sequences should be interpreted cautiously.
Literatur
5.
Zurück zum Zitat Maly MR, Calder KM, Macintyre NJ, Beattie KA (2013) Relationship of intermuscular fat volume in the thigh with knee extensor strength and physical performance in women at risk of or with knee osteoarthritis. Arthritis Care Res (Hoboken) 65(1):44–52. doi:10.1002/acr.21868 CrossRef Maly MR, Calder KM, Macintyre NJ, Beattie KA (2013) Relationship of intermuscular fat volume in the thigh with knee extensor strength and physical performance in women at risk of or with knee osteoarthritis. Arthritis Care Res (Hoboken) 65(1):44–52. doi:10.​1002/​acr.​21868 CrossRef
6.
Zurück zum Zitat Conroy MB, Kwoh CK, Krishnan E, Nevitt MC, Boudreau R, Carbone LD, Chen H, Harris TB, Newman AB, Goodpaster BH (2012) Muscle strength, mass, and quality in older men and women with knee osteoarthritis. Arthritis Care Res (Hoboken) 64(1):15–21. doi:10.1002/acr.20588 CrossRef Conroy MB, Kwoh CK, Krishnan E, Nevitt MC, Boudreau R, Carbone LD, Chen H, Harris TB, Newman AB, Goodpaster BH (2012) Muscle strength, mass, and quality in older men and women with knee osteoarthritis. Arthritis Care Res (Hoboken) 64(1):15–21. doi:10.​1002/​acr.​20588 CrossRef
7.
Zurück zum Zitat Goodpaster BH, Carlson CL, Visser M, Kelley DE, Scherzinger A, Harris TB, Stamm E, Newman AB (2001) Attenuation of skeletal muscle and strength in the elderly: the Health ABC Study. J Appl Physiol 90(6):2157–2165PubMed Goodpaster BH, Carlson CL, Visser M, Kelley DE, Scherzinger A, Harris TB, Stamm E, Newman AB (2001) Attenuation of skeletal muscle and strength in the elderly: the Health ABC Study. J Appl Physiol 90(6):2157–2165PubMed
9.
Zurück zum Zitat Marcus RL, Addison O, Kidde JP, Dibble LE, Lastayo PC (2010) Skeletal muscle fat infiltration: impact of age, inactivity, and exercise. J Nutr Health Aging 14(5):362–366CrossRefPubMedPubMedCentral Marcus RL, Addison O, Kidde JP, Dibble LE, Lastayo PC (2010) Skeletal muscle fat infiltration: impact of age, inactivity, and exercise. J Nutr Health Aging 14(5):362–366CrossRefPubMedPubMedCentral
11.
Zurück zum Zitat Mazess RB, Barden HS, Bisek JP, Hanson J (1990) Dual-energy X-ray absorptiometry for total-body and regional bone-mineral and soft-tissue composition. Am J Clin Nutr 51(6):1106–1112PubMed Mazess RB, Barden HS, Bisek JP, Hanson J (1990) Dual-energy X-ray absorptiometry for total-body and regional bone-mineral and soft-tissue composition. Am J Clin Nutr 51(6):1106–1112PubMed
12.
Zurück zum Zitat Goodpaster BH (2002) Measuring body fat distribution and content in humans. Curr Opin Clin Nutr Metab Care 5(5):481–487CrossRefPubMed Goodpaster BH (2002) Measuring body fat distribution and content in humans. Curr Opin Clin Nutr Metab Care 5(5):481–487CrossRefPubMed
13.
Zurück zum Zitat Mehta SR, Thomas EL, Bell JD, Johnston DG, Taylor-Robinson SD (2008) Non-invasive means of measuring hepatic fat content. World J Gastroenterol 14(22):3476–3483CrossRefPubMedPubMedCentral Mehta SR, Thomas EL, Bell JD, Johnston DG, Taylor-Robinson SD (2008) Non-invasive means of measuring hepatic fat content. World J Gastroenterol 14(22):3476–3483CrossRefPubMedPubMedCentral
14.
Zurück zum Zitat Goodpaster BH, Kelley DE, Thaete FL, He J, Ross R (1985) Skeletal muscle attenuation determined by computed tomography is associated with skeletal muscle lipid content. J Appl Physiol 89(1):104–110 Goodpaster BH, Kelley DE, Thaete FL, He J, Ross R (1985) Skeletal muscle attenuation determined by computed tomography is associated with skeletal muscle lipid content. J Appl Physiol 89(1):104–110
15.
Zurück zum Zitat Ross R, Shaw KD, Martel Y, de Guise J, Avruch L (1993) Adipose tissue distribution measured by magnetic resonance imaging in obese women. Am J Clin Nutr 57(4):470–475PubMed Ross R, Shaw KD, Martel Y, de Guise J, Avruch L (1993) Adipose tissue distribution measured by magnetic resonance imaging in obese women. Am J Clin Nutr 57(4):470–475PubMed
16.
Zurück zum Zitat Goodpaster BH, Stenger VA, Boada F, McKolanis T, Davis D, Ross R, Kelley DE (2004) Skeletal muscle lipid concentration quantified by magnetic resonance imaging. Am J Clin Nutr 79(5):748–754PubMed Goodpaster BH, Stenger VA, Boada F, McKolanis T, Davis D, Ross R, Kelley DE (2004) Skeletal muscle lipid concentration quantified by magnetic resonance imaging. Am J Clin Nutr 79(5):748–754PubMed
19.
Zurück zum Zitat Inglis D, Pui M, Ioannidis G, Beattie K, Boulos P, Adachi JD, Webber CE, Eckstein F (2007) Accuracy and test–retest precision of quantitative cartilage morphology on a 1.0 T peripheral magnetic resonance imaging system. Osteoarthr Cartil 15(1):110–115CrossRefPubMed Inglis D, Pui M, Ioannidis G, Beattie K, Boulos P, Adachi JD, Webber CE, Eckstein F (2007) Accuracy and test–retest precision of quantitative cartilage morphology on a 1.0 T peripheral magnetic resonance imaging system. Osteoarthr Cartil 15(1):110–115CrossRefPubMed
21.
Zurück zum Zitat Mundermann A, Dyrby CO, Andriacchi TP (2005) Secondary gait changes in patients with medial compartment knee osteoarthritis: increased load at the ankle, knee, and hip during walking. Arthritis Rheum 52(9):2835–2844. doi:10.1002/art.21262 CrossRefPubMed Mundermann A, Dyrby CO, Andriacchi TP (2005) Secondary gait changes in patients with medial compartment knee osteoarthritis: increased load at the ankle, knee, and hip during walking. Arthritis Rheum 52(9):2835–2844. doi:10.​1002/​art.​21262 CrossRefPubMed
22.
Zurück zum Zitat Andriacchi TP, Mundermann A (2006) The role of ambulatory mechanics in the initiation and progression of knee osteoarthritis. Curr Opin Rheumatol 18(5):514–518CrossRefPubMed Andriacchi TP, Mundermann A (2006) The role of ambulatory mechanics in the initiation and progression of knee osteoarthritis. Curr Opin Rheumatol 18(5):514–518CrossRefPubMed
23.
Zurück zum Zitat Mann RA, Hagy J (1980) Biomechanics of walking, running, and sprinting. Am J Sports Med 8(5):345–350CrossRefPubMed Mann RA, Hagy J (1980) Biomechanics of walking, running, and sprinting. Am J Sports Med 8(5):345–350CrossRefPubMed
24.
Zurück zum Zitat Simon SR, Mann RA, Hagy JL, Larsen LJ (1978) Role of the posterior calf muscles in normal gait. J Bone Joint Surg Am 60(4):465–472PubMed Simon SR, Mann RA, Hagy JL, Larsen LJ (1978) Role of the posterior calf muscles in normal gait. J Bone Joint Surg Am 60(4):465–472PubMed
25.
Zurück zum Zitat Sutherland DH, Cooper L, Daniel D (1980) The role of the ankle plantar flexors in normal walking. J Bone Joint Surg Am 62(3):354–363PubMed Sutherland DH, Cooper L, Daniel D (1980) The role of the ankle plantar flexors in normal walking. J Bone Joint Surg Am 62(3):354–363PubMed
26.
Zurück zum Zitat Altman R, Asch E, Bloch D, Bole G, Borenstein D, Brandt K, Christy W, Cooke TD, Greenwald R, Hochberg M (1986) Development of criteria for the classification and reporting of osteoarthritis. Classification of osteoarthritis of the knee. Diagnostic and Therapeutic Criteria Committee of the American Rheumatism Association. Arthritis Rheum 29(8):1039–1049CrossRefPubMed Altman R, Asch E, Bloch D, Bole G, Borenstein D, Brandt K, Christy W, Cooke TD, Greenwald R, Hochberg M (1986) Development of criteria for the classification and reporting of osteoarthritis. Classification of osteoarthritis of the knee. Diagnostic and Therapeutic Criteria Committee of the American Rheumatism Association. Arthritis Rheum 29(8):1039–1049CrossRefPubMed
27.
Zurück zum Zitat Lee S, Lucas RM, Lansdown DA, Nardo L, Lai A, Link TM, Krug R, Ma CB (2015) Magnetic resonance rotator cuff fat fraction and its relationship with tendon tear severity and subject characteristics. J Shoulder Elbow Surg. doi:10.1016/j.jse.2015.01.013 Lee S, Lucas RM, Lansdown DA, Nardo L, Lai A, Link TM, Krug R, Ma CB (2015) Magnetic resonance rotator cuff fat fraction and its relationship with tendon tear severity and subject characteristics. J Shoulder Elbow Surg. doi:10.​1016/​j.​jse.​2015.​01.​013
28.
Zurück zum Zitat Lund H, Christensen L, Savnik A, Boesen J, Danneskiold-Samsoe B, Bliddal H (2002) Volume estimation of extensor muscles of the lower leg based on MR imaging. Eur Radiol 12(12):2982–2987. doi:10.1007/s00330-002-1334-1 PubMed Lund H, Christensen L, Savnik A, Boesen J, Danneskiold-Samsoe B, Bliddal H (2002) Volume estimation of extensor muscles of the lower leg based on MR imaging. Eur Radiol 12(12):2982–2987. doi:10.​1007/​s00330-002-1334-1 PubMed
29.
Zurück zum Zitat Janssen I, Heymsfield SB, Baumgartner RN, Ross R (2000) Estimation of skeletal muscle mass by bioelectrical impedance analysis. J Appl Physiol 89(2):465–471PubMed Janssen I, Heymsfield SB, Baumgartner RN, Ross R (2000) Estimation of skeletal muscle mass by bioelectrical impedance analysis. J Appl Physiol 89(2):465–471PubMed
30.
Zurück zum Zitat Bonekamp S, Ghosh P, Crawford S, Solga SF, Horska A, Brancati FL, Diehl AM, Smith S, Clark JM (2008) Quantitative comparison and evaluation of software packages for assessment of abdominal adipose tissue distribution by magnetic resonance imaging. Int J Obes (Lond) 32(1):100–111. doi:10.1038/sj.ijo.0803696 CrossRef Bonekamp S, Ghosh P, Crawford S, Solga SF, Horska A, Brancati FL, Diehl AM, Smith S, Clark JM (2008) Quantitative comparison and evaluation of software packages for assessment of abdominal adipose tissue distribution by magnetic resonance imaging. Int J Obes (Lond) 32(1):100–111. doi:10.​1038/​sj.​ijo.​0803696 CrossRef
31.
Zurück zum Zitat Demerath EW, Ritter KJ, Couch WA, Rogers NL, Moreno GM, Choh A, Lee M, Remsberg K, Czerwinski SA, Chumlea WC, Siervogel RM, Towne B (2007) Validity of a new automated software program for visceral adipose tissue estimation. Int J Obes (Lond) 31(2):285–291. doi:10.1038/sj.ijo.0803409 CrossRef Demerath EW, Ritter KJ, Couch WA, Rogers NL, Moreno GM, Choh A, Lee M, Remsberg K, Czerwinski SA, Chumlea WC, Siervogel RM, Towne B (2007) Validity of a new automated software program for visceral adipose tissue estimation. Int J Obes (Lond) 31(2):285–291. doi:10.​1038/​sj.​ijo.​0803409 CrossRef
32.
Zurück zum Zitat Binkley JM, Stratford PW, Lott SA, Riddle DL (1999) The Lower Extremity Functional Scale (LEFS): scale development, measurement properties, and clinical application. North American Orthopaedic Rehabilitation Research Network. Phys Ther 79(4):371–383PubMed Binkley JM, Stratford PW, Lott SA, Riddle DL (1999) The Lower Extremity Functional Scale (LEFS): scale development, measurement properties, and clinical application. North American Orthopaedic Rehabilitation Research Network. Phys Ther 79(4):371–383PubMed
33.
Zurück zum Zitat Streiner D, Norman G (2008) Health Measurement Scales: a practical guide to their development and use, vol 4th. Oxford University Press, OxfordCrossRef Streiner D, Norman G (2008) Health Measurement Scales: a practical guide to their development and use, vol 4th. Oxford University Press, OxfordCrossRef
34.
Zurück zum Zitat Fowler JJPCM (2002) Practical statistics for nursing and health care. Wiley, West Sussex Fowler JJPCM (2002) Practical statistics for nursing and health care. Wiley, West Sussex
35.
Zurück zum Zitat Alabousi A, Al-Attar S, Joy TR, Hegele RA, McKenzie CA (2011) Evaluation of adipose tissue volume quantification with IDEAL fat-water separation. J Magn Reson Imaging 34(2):474–479. doi:10.1002/jmri.22603 CrossRefPubMed Alabousi A, Al-Attar S, Joy TR, Hegele RA, McKenzie CA (2011) Evaluation of adipose tissue volume quantification with IDEAL fat-water separation. J Magn Reson Imaging 34(2):474–479. doi:10.​1002/​jmri.​22603 CrossRefPubMed
36.
Zurück zum Zitat Hu HH, Kim HW, Nayak KS, Goran MI (2010) Comparison of fat-water MRI and single-voxel MRS in the assessment of hepatic and pancreatic fat fractions in humans. Obesity (Silver Spring) 18(4):841–847. doi:10.1038/oby.2009.352 CrossRef Hu HH, Kim HW, Nayak KS, Goran MI (2010) Comparison of fat-water MRI and single-voxel MRS in the assessment of hepatic and pancreatic fat fractions in humans. Obesity (Silver Spring) 18(4):841–847. doi:10.​1038/​oby.​2009.​352 CrossRef
37.
Zurück zum Zitat Pritchard JM, Karampatos S, Beattie KA, Giangregorio LM, Ioannidis G, Atkinson SA, Thabane L, Gerstein H, Punthakee Z, Adachi JD, Papaioannou A (2015) The relationship between intramuscular adipose tissue, functional mobility, and strength in postmenopausal women with and without Type 2 diabetes. J Aging Res 2015:872726. doi:10.1155/2015/872726 CrossRefPubMedPubMedCentral Pritchard JM, Karampatos S, Beattie KA, Giangregorio LM, Ioannidis G, Atkinson SA, Thabane L, Gerstein H, Punthakee Z, Adachi JD, Papaioannou A (2015) The relationship between intramuscular adipose tissue, functional mobility, and strength in postmenopausal women with and without Type 2 diabetes. J Aging Res 2015:872726. doi:10.​1155/​2015/​872726 CrossRefPubMedPubMedCentral
38.
Zurück zum Zitat Roemer FW, Lynch JA, Niu J, Zhang Y, Crema MD, Tolstykh I, El-Khoury GY, Felson DT, Lewis CE, Nevitt MC, Guermazi A (2010) A comparison of dedicated 1.0 T extremity MRI vs large-bore 1.5 T MRI for semiquantitative whole organ assessment of osteoarthritis: the MOST study. Osteoarthr Cartil 18(2):168–174. doi:10.1016/j.joca.2009.08.017 CrossRefPubMedPubMedCentral Roemer FW, Lynch JA, Niu J, Zhang Y, Crema MD, Tolstykh I, El-Khoury GY, Felson DT, Lewis CE, Nevitt MC, Guermazi A (2010) A comparison of dedicated 1.0 T extremity MRI vs large-bore 1.5 T MRI for semiquantitative whole organ assessment of osteoarthritis: the MOST study. Osteoarthr Cartil 18(2):168–174. doi:10.​1016/​j.​joca.​2009.​08.​017 CrossRefPubMedPubMedCentral
Metadaten
Titel
Quantifying fat and lean muscle in the lower legs of women with knee osteoarthritis using two different MRI systems
verfasst von
Karen Beattie
Michael J. Davison
Michael Noseworthy
Jonathan D. Adachi
Monica R. Maly
Publikationsdatum
15.03.2016
Verlag
Springer Berlin Heidelberg
Erschienen in
Rheumatology International / Ausgabe 6/2016
Print ISSN: 0172-8172
Elektronische ISSN: 1437-160X
DOI
https://doi.org/10.1007/s00296-016-3455-x

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