Calf muscle perfusion as measured with magnetic resonance imaging to assess peripheral arterial disease

We hypothesized that skeletal muscle perfusion is impaired in peripheral arterial disease (PAD) patients compared to healthy controls and that perfusion patterns exhibit marked differences across five leg muscle compartments including the anterior muscle group (AM), lateral muscle group (LM), deep posterior muscle group (DM), soleus (SM), and the gastrocnemius muscle (GM). A total of 40 individuals (26 PAD patients and 14 healthy controls) underwent contrast-enhanced magnetic resonance imaging (CE-MRI) utilizing a reactive hyperemia protocol. Muscle perfusion maps were developed for AM, LM, DM, SM, and GM. Perfusion maps were analyzed over the course of 2 min, starting at local pre-contrast arrival, to study early-to-intermediate gadolinium enhancement. PAD patients had a higher fraction of hypointense voxels at pre-contrast arrival for all five muscle compartments compared with healthy controls (p < 0.0005). Among PAD patients, the fraction of hypointense voxels of the AM, LM, and GM were inversely correlated with the estimated glomerular filtration rate (eGFR; r = −0.509, p = 0.008; r = −0.441, p = 0.024; and r = −0.431, p = 0.028, respectively). CE-MRI-based skeletal leg muscle perfusion is markedly reduced in PAD patients compared with healthy controls and shows heterogeneous patterns across calf muscle compartments.

[1]  Richard B Thompson,et al.  Measurement of skeletal muscle perfusion during postischemic reactive hyperemia using contrast‐enhanced MRI with a step‐input function , 2005, Magnetic resonance in medicine.

[2]  L. R. Dice Measures of the Amount of Ecologic Association Between Species , 1945 .

[3]  N. Secher,et al.  Blood flow in internal carotid and vertebral arteries during orthostatic stress , 2012, Experimental physiology.

[4]  C. Bode,et al.  CONTRAST ULTRASOUND PERFUSION IMAGING OF LOWER EXTREMITIES IN PERIPHERAL ARTERIAL DISEASE – A NOVEL DIAGNOSTIC METHOD , 2005 .

[5]  Ioannis A. Kakadiaris,et al.  Fuzzy-Cuts: A knowledge-driven graph-based method for medical image segmentation , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

[6]  K. Angquist,et al.  Fibre loss and distribution in skeletal muscle from patients with severe peripheral arterial insufficiency. , 1989, European journal of vascular surgery.

[7]  G. Adam,et al.  Vergleich der ödemsensitiven HASTE-TIRM-Sequenz mit der späten Kontrastmittelanreicherung bei akutem Myokardinfarkt , 2003 .

[8]  S. Kaul,et al.  Limb stress-rest perfusion imaging with contrast ultrasound for the assessment of peripheral arterial disease severity. , 2008, JACC. Cardiovascular imaging.

[9]  Eric Y. Yang,et al.  The Effect of Lipid Modification on Peripheral Artery Disease after Endovascular Intervention Trial (ELIMIT). , 2013, Atherosclerosis.

[10]  Craig H Meyer,et al.  Calf muscle perfusion at peak exercise in peripheral arterial disease: Measurement by first‐pass contrast‐enhanced magnetic resonance imaging , 2007, Journal of magnetic resonance imaging : JMRI.

[11]  Panagiotis Kougias,et al.  Automatic quantification of muscle volumes in magnetic resonance imaging scans of the lower extremities. , 2011, Magnetic resonance imaging.

[12]  R. Rutherford,et al.  Management of peripheral arterial disease (PAD). TASC Working Group. TransAtlantic Inter-Society Consensus (TASC). , 2000, Journal of vascular surgery.

[13]  R. Langer,et al.  Mortality over a Period of 10 Years in Patients with Peripheral Arterial Disease , 1992 .

[14]  I. Kakadiaris,et al.  Toward the automatic detection of coronary artery calcification in non-contrast computed tomography data , 2010, The International Journal of Cardiovascular Imaging.

[15]  T. Floyd,et al.  Skeletal muscle microvascular flow in progressive peripheral artery disease: assessment with continuous arterial spin-labeling perfusion magnetic resonance imaging. , 2009, Journal of the American College of Cardiology.

[16]  A. Lumsden,et al.  Peripheral Arterial Occlusive Disease: Magnetic Resonance Imaging and the Role of Aggressive Medical Management , 2007, World Journal of Surgery.

[17]  L. Chiu,et al.  Arterial spin-labeling in routine clinical practice: a preliminary experience of 200 cases and correlation with MRI and clinical findings. , 2012, Clinical imaging.

[18]  S. Dymarkowski,et al.  Quantification of myocardial area at risk with T2-weighted CMR: comparison with contrast-enhanced CMR and coronary angiography. , 2009, JACC. Cardiovascular imaging.

[19]  T. Floyd,et al.  Hyperemic flow heterogeneity within the calf, foot, and forearm measured with continuous arterial spin labeling MRI. , 2008, American journal of physiology. Heart and circulatory physiology.

[20]  M. Woodward,et al.  Combined role of reduced estimated glomerular filtration rate and microalbuminuria on the prevalence of peripheral arterial disease. , 2009, The American journal of cardiology.

[21]  W. Hiatt,et al.  Quality of the assessment of primary and secondary endpoints in claudication and critical leg ischemia trials , 2005, Vascular medicine.

[22]  C. Kramer Skeletal muscle perfusion in peripheral arterial disease a novel end point for cardiovascular imaging. , 2008, JACC. Cardiovascular imaging.

[23]  Chun Yuan,et al.  In vivo accuracy of multispectral magnetic resonance imaging for identifying lipid-rich necrotic cores and intraplaque hemorrhage in advanced human carotid plaques. , 2002 .

[24]  Ioannis A. Kakadiaris,et al.  Patch-Cuts: A Graph-Based Image Segmentation Method Using Patch Features and Spatial Relations , 2010, BMVC.

[25]  M. Giger,et al.  Computerized interpretation of breast MRI: investigation of enhancement-variance dynamics. , 2004, Medical physics.

[26]  Jacob Cohen Statistical Power Analysis for the Behavioral Sciences , 1969, The SAGE Encyclopedia of Research Design.

[27]  Jason D. Allen,et al.  Relationship between leg muscle capillary density and peak hyperemic blood flow with endurance capacity in peripheral artery disease. , 2011, Journal of applied physiology.

[28]  H.H. Barrett,et al.  Model observers for assessment of image quality , 1993, 2002 IEEE Nuclear Science Symposium Conference Record.

[29]  J. Sethian,et al.  Fronts propagating with curvature-dependent speed: algorithms based on Hamilton-Jacobi formulations , 1988 .

[30]  O. Abul-Khoudoud,et al.  Diagnosis and risk assessment of lower extremity peripheral arterial disease. , 2006, Journal of endovascular therapy : an official journal of the International Society of Endovascular Specialists.

[31]  W. Kraus,et al.  Increased levels of apoptosis in gastrocnemius skeletal muscle in patients with peripheral arterial disease , 2007, Vascular medicine.

[32]  S. Osher,et al.  Algorithms Based on Hamilton-Jacobi Formulations , 1988 .

[33]  B. K. Park,et al.  MRI techniques for prediction of local tumor progression after high-intensity focused ultrasonic ablation of prostate cancer. , 2008, AJR. American journal of roentgenology.

[34]  Y. Watanabe,et al.  Characterization of Carotid Atherosclerosis and Detection of Soft Plaque with Use of Black-Blood MR Imaging , 2008, American Journal of Neuroradiology.

[35]  Wiro J Niessen,et al.  Kidney Function Is Related to Cerebral Small Vessel Disease , 2008, Stroke.

[36]  A E Arai,et al.  Magnetic resonance first-pass myocardial perfusion imaging. , 2000, Topics in magnetic resonance imaging : TMRI.

[37]  J. Schulz-Menger,et al.  Delayed Enhancement and T2-Weighted Cardiovascular Magnetic Resonance Imaging Differentiate Acute From Chronic Myocardial Infarction , 2004, Circulation.

[38]  X Golay,et al.  Non-invasive Measurement of Perfusion: a Critical Review of Arterial Spin Labelling Techniques , 2022 .

[39]  Eric Y. Yang,et al.  Application of speckle-tracking in the evaluation of carotid artery function in subjects with hypertension and diabetes. , 2013, Journal of the American Society of Echocardiography : official publication of the American Society of Echocardiography.

[40]  Doaa Mahmoud-Ghoneim,et al.  Texture analysis of magnetic resonance images of rat muscles during atrophy and regeneration. , 2006, Magnetic resonance imaging.

[41]  J. Regensteiner,et al.  Chronic Changes in Skeletal Muscle Histology and Function in Peripheral Arterial Disease , 1993, Circulation.