Characterization of lower limb muscle activation patterns during walking and running with Intravoxel Incoherent Motion (IVIM) MR perfusion imaging

被引:27
作者
Jungmann, Pia M. [1 ,2 ]
Pfirrmann, Christian [1 ]
Federau, Christian [1 ,3 ,4 ,5 ]
机构
[1] Univ Zurich, Balgrist Univ Hosp, Dept Radiol, Forchstr 340, CH-8008 Zurich, Switzerland
[2] Univ Freiburg, Fac Med, Med Ctr, Dept Diagnost & Intervent Radiol, Freiburg, Germany
[3] Univ Hosp Basel, Dept Radiol, Div Diagnost & Intervent Neuroradiol, CH-4031 Basel, Switzerland
[4] Swiss Fed Inst Technol, Inst Biomed Engn, Gloriastr 35, CH-8092 Zurich, Switzerland
[5] Univ Zurich, Gloriastr 35, CH-8092 Zurich, Switzerland
基金
瑞士国家科学基金会;
关键词
Magnetic resonance imaging; Skeletal muscle; Perfusion imaging; Rest; Running; SKELETAL-MUSCLE; BRAIN PERFUSION; BLOOD-FLOW; DIFFUSION; EXERCISE; SUPPORT; PROGRESSION; SHOULDER; HUMANS; REST;
D O I
10.1016/j.mri.2019.07.016
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background: The distribution of energy use among different lower limb muscles during walking and running is not well understood. Local blood flow within skeletal muscle tissue depends on its metabolic activity during activation. The non-invasive magnetic resonance microvascular perfusion method Intravoxel Incoherent Motion (IVIM) is able to quantify muscle activation. Purpose: To non-invasively determine quantitative changes in local microvascular perfusion and blood flow via IVIM in order to characterize specific muscle activation of the lower limb at rest, during walking and during running. Methods: 3 T MR IVIM diffusion-weighted images of N = 16 lower extremities (bilateral imaging of n = 8 healthy volunteers; mean age 27.5 +/- 5.7 years) were acquired at rest and immediately after walking and running for 15 min, respectively. A transverse monopolar pulsed gradient fat suppressed spin echo EPI sequence was used (9 b-values from 0 to 1000s/mm(2), 3 orthogonal directions). Anatomical transverse T1-weighted turbo SE images were acquired at rest. Muscles at the pelvis, thigh and lower leg were segmented. IVIM perfusion parameters f, D* and fD* and the diffusion coefficient D were obtained after standard two-steps fitting of the IVIM bi-exponential signal equation. Descriptive statistics, t-tests, Pearson's correlations and Partial Spearman correlations were used for statistical analyses. Results: The microvascular blood flow (fD*) increased significantly and stepwise from rest (1.65 +/- 0.83*10(-3) mm(2)/s) to walking (1.99 +/- 0.80*10(-3) mm(2)/s, P < 0.001) and running (2.18 +/- 0.98*10(-3) mm(2)/s, P < 0.001). The perfusion increase was most pronounced for lower leg and feet muscles (P < 0.001). Hamstring muscles showed a higher microvascular perfusion increase than quadriceps muscles (P < 0.05). A higher increase of the heartrate from walking to running correlated significantly with a lower increase of fD* from walking to running (R = -0.16, P = 0.001). Conclusion: IVIM MRI quantitatively measures local microvascular muscle perfusion to detect muscle activation patterns through walking and running. A redistribution of blood flow towards the lower leg was observed during running as compared to walking.
引用
收藏
页码:12 / 20
页数:9
相关论文
共 35 条
[1]   Individual muscle contributions to support in normal walking [J].
Anderson, FC ;
Pandy, MG .
GAIT & POSTURE, 2003, 17 (02) :159-169
[2]   Preserved gait kinematics during controlled body unloading [J].
Awai, L. ;
Franz, M. ;
Easthope, C. S. ;
Vallery, H. ;
Curt, A. ;
Bolliger, M. .
JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2017, 14
[3]   Multi-parametric MRI characterization of inflammation in murine skeletal muscle [J].
Bryant, Nathan D. ;
Li, Ke ;
Does, Mark D. ;
Barnes, Stephanie ;
Gochberg, Daniel F. ;
Yankeelov, Thomas E. ;
Park, Jane H. ;
Damon, Bruce M. .
NMR IN BIOMEDICINE, 2014, 27 (06) :716-725
[4]   Muscular strategy shift in human running: dependence of running speed on hip and ankle muscle performance [J].
Dorn, Tim W. ;
Schache, Anthony G. ;
Pandy, Marcus G. .
JOURNAL OF EXPERIMENTAL BIOLOGY, 2012, 215 (11) :1944-1956
[5]   Metabolic and vascular support for the role of myoglobin in humans: a multiparametric NMR study [J].
Duteil, S ;
Bourrilhon, C ;
Raynaud, JS ;
Wary, C ;
Richardson, RS ;
Leroy-Willig, A ;
Jouanin, JC ;
Guezennec, CY ;
Carlier, PG .
AMERICAN JOURNAL OF PHYSIOLOGY-REGULATORY INTEGRATIVE AND COMPARATIVE PHYSIOLOGY, 2004, 287 (06) :R1441-R1449
[7]   Measuring brain perfusion with intravoxel incoherent motion (IVIM): Initial clinical experience [J].
Federau, Christian ;
O'Brien, Kieran ;
Meuli, Reto ;
Hagmann, Patric ;
Maeder, Philippe .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2014, 39 (03) :624-632
[8]   Dependence of Brain Intravoxel Incoherent Motion Perfusion Parameters on the Cardiac Cycle [J].
Federau, Christian ;
Hagmann, Patric ;
Maeder, Philippe ;
Mueller, Markus ;
Meuli, Reto ;
Stuber, Matthias ;
O'Brien, Kieran .
PLOS ONE, 2013, 8 (08)
[9]   Quantitative Measurement of Brain Perfusion with Intravoxel Incoherent Motion MR Imaging [J].
Federau, Christian ;
Maeder, Philippe ;
O'Brien, Kieran ;
Browaeys, Patrick ;
Meuli, Reto ;
Hagmann, Patric .
RADIOLOGY, 2012, 265 (03) :874-881
[10]   Dynamic intravoxel incoherent motion imaging of skeletal muscle at rest and after exercise [J].
Filli, Lukas ;
Boss, Andreas ;
Wurnig, Moritz C. ;
Kenkel, David ;
Andreisek, Gustav ;
Guggenberger, Roman .
NMR IN BIOMEDICINE, 2015, 28 (02) :240-246