Integrated 3D motion analysis with functional magnetic resonance neuroimaging to identify neural correlates of lower extremity movement

被引:11
作者
Anand, Manish [1 ,2 ]
Diekfuss, Jed A. [1 ,2 ,6 ]
Slutsky-Ganesh, Alexis B. [3 ]
Grooms, Dustin R. [4 ,5 ,10 ]
Bonnette, Scott [1 ]
Foss, Kim D. Barber [1 ,2 ]
DiCesare, Christopher A. [1 ]
Hunnicutt, Jennifer L. [6 ]
Myer, Gregory D. [1 ,2 ,6 ,7 ,8 ,9 ]
机构
[1] Cincinnati Childrens Hosp Med Ctr, Div Sports Med, SPORT Ctr, Cincinnati, OH 45229 USA
[2] Emory Sports Performance & Res Ctr, Flowery Branch, GA 30542 USA
[3] Univ N Carolina, Dept Kinesiol, Greensboro, NC USA
[4] Ohio Univ, Ohio Musculoskeletal & Neurol Inst, Athens, OH 45701 USA
[5] Ohio Univ, Coll Hlth Sci & Profess, Sch Appl Hlth Sci & Wellness, Div Athlet Training, Athens, OH 45701 USA
[6] Emory Univ, Emory Sch Med, Dept Orthopaed, Atlanta, GA 30322 USA
[7] Emory Sports Med Ctr, Atlanta, GA USA
[8] Univ Cincinnati, Dept Pediat & Orthopaed Surg, Cincinnati, OH USA
[9] Micheli Ctr Sports Injury Prevent, Waltham, MA USA
[10] Ohio Univ, Coll Hlth Sci & Profess, Sch Rehabil & Commun Sci, Div Phys Therapy,Grover Ctr, Athens, OH 45701 USA
基金
美国国家卫生研究院;
关键词
fMRI; Motion capture; Knee biomechanics; ACL; Neural correlates; ANTERIOR CRUCIATE LIGAMENT; BIOMECHANICAL MEASURES; ANKLE DORSIFLEXION; ARTIFACT REMOVAL; INJURY RISK; ROBUST; GAIT; PERFORMANCE; ACTIVATION; WALKING;
D O I
10.1016/j.jneumeth.2021.109108
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background: To better understand the neural drivers of aberrant motor control, methods are needed to identify whole brain neural correlates of isolated joints during multi-joint lower-extremity coordinated movements. This investigation aimed to identify the neural correlates of knee kinematics during a unilateral leg press task. New Method: The current study utilized an MRI-compatible motion capture system in conjunction with a lower extremity unilateral leg press task during fMRI. Knee joint kinematics and brain activity were collected concurrently and averaged range of motion were modeled as covariates to determine the neural substrates of knee out-of-plane (frontal) and in-plane (sagittal) range of motion. Results: Increased out-of-plane (frontal) range of motion was associated with altered brain activity in regions important for attention, sensorimotor control, and sensorimotor integration (z >3.1, p < .05), but no such correlates were found with in-plane (sagittal) range of motion (z >3.1, p > .05). Comparison with Existing Method(s): Previous studies have either presented overall brain activation only, or utilized biomechanical data collected outside MRI in a standard biomechanics lab for identifying single-joint neural correlates. Conclusions: The study shows promise for the MRI-compatible system to capture lower-extremity biomechanical data collected concurrently during fMRI, and the present data identified potentially unique neural drivers of aberrant biomechanics. Future research can adopt these methods for patient populations with CNS-related movement disorders to identify single-joint kinematic neural correlates that may adjunctively supplement brain-body therapeutic approaches.
引用
收藏
页数:9
相关论文
共 73 条
[31]   Individual Movement Variability Magnitudes Are Explained by Cortical Neural Variability [J].
Haar, Shlomi ;
Donchin, Opher ;
Dinstein, Ilan .
JOURNAL OF NEUROSCIENCE, 2017, 37 (37) :9076-9085
[32]   Cutting Mechanics: Relation to Performance and Anterior Cruciate Ligament Injury Risk [J].
Havens, Kathryn L. ;
Sigward, Susan M. .
MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2015, 47 (04) :818-824
[33]   Biomechanical measures of neuromuscular control and valgus loading of the knee predict anterior cruciate ligament injury risk in female athletes [J].
Hewett, TE ;
Myer, GD ;
Ford, KR ;
Heidt, RS ;
Colosimo, AJ ;
McLean, SG ;
van den Bogert, AJ ;
Paterno, MV ;
Succop, P .
AMERICAN JOURNAL OF SPORTS MEDICINE, 2005, 33 (04) :492-501
[34]   Multicenter trial of motion analysis for injury risk prediction: lessons learned from prospective longitudinal large cohort combined biomechanical - epidemiological studies [J].
Hewett, Timothy E. ;
Roewer, Benjamin ;
Ford, Kevin ;
Myer, Greg .
BRAZILIAN JOURNAL OF PHYSICAL THERAPY, 2015, 19 (05) :398-409
[35]   Test-retest reliability of fMRI experiments during robot-assisted active and passive stepping [J].
Jaeger, Lukas ;
Marchal-Crespo, Laura ;
Wolf, Peter ;
Riener, Robert ;
Kollias, Spyros ;
Michels, Lars .
JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2015, 12
[36]   Brain activation associated with active and passive lower limb stepping [J].
Jaeger, Lukas ;
Marchal-Crespo, Laura ;
Wolf, Peter ;
Riener, Robert ;
Michels, Lars ;
Kollias, Spyros .
FRONTIERS IN HUMAN NEUROSCIENCE, 2014, 8
[37]   Improved optimization for the robust and accurate linear registration and motion correction of brain images [J].
Jenkinson, M ;
Bannister, P ;
Brady, M ;
Smith, S .
NEUROIMAGE, 2002, 17 (02) :825-841
[38]   A global optimisation method for robust affine registration of brain images [J].
Jenkinson, M ;
Smith, S .
MEDICAL IMAGE ANALYSIS, 2001, 5 (02) :143-156
[39]   Lower limb sensorimotor network: Issues of somatotopy and overlap [J].
Kapreli, Eleni ;
Athanasopoulos, Spyros ;
Papathanasiou, Matilda ;
Van Hecke, Paul ;
Kelekis, Dirnitrios ;
Peeters, Ronald ;
Strimpakos, Nikolaos ;
Sunaert, Stefan .
CORTEX, 2007, 43 (02) :219-232
[40]   Anterior Cruciate Ligament Deficiency Causes Brain Plasticity A Functional MRI Study [J].
Kapreli, Eleni ;
Athanasopoulos, Spyros ;
Gliatis, John ;
Papathanasiou, Matilda ;
Peeters, Ronald ;
Strimpakos, Nikolaos ;
Van Hecke, Paul ;
Gouliamos, Athanasios ;
Sunaert, Stefan .
AMERICAN JOURNAL OF SPORTS MEDICINE, 2009, 37 (12) :2419-2426