TY - JOUR
T1 - Effects of perturbations to balance on neuromechanics of fast changes in direction during locomotion
AU - Oliveira, Anderson Souza
AU - Silva, Priscila Brito
AU - Lund, Morten Enemark
AU - Gizzi, Leonardo
AU - Farina, Dario
AU - Kersting, Uwe Gustav
PY - 2013
Y1 - 2013
N2 - This study investigated whether the modular control of changes in direction while running is influenced by perturbations to balance. Twenty-two healthy men performed 90° side-step unperturbed cutting manoeuvres while running (UPT) as well as manoeuvres perturbed at initial contact (PTB, 10 cm translation of a moveable force platform). Surface EMG activity from 16 muscles of the supporting limb and trunk, kinematics, and ground reaction forces were recorded. Motor modules composed by muscle weightings and their respective activation signals were extracted from the EMG signals by non-negative matrix factorization. Knee joint moments, co-contraction ratios and co-contraction indexes (hamstrings/quadriceps) and motor modules were compared between UPT and PTB. Five motor modules were enough to reconstruct UPT and PTB EMG activity (variance accounted for UPT = 92 ± 5%, PTB = 90 ± 6%). Moreover, higher similarities between muscle weightings from UPT and PTB (similarity = 0.83 ± 0.08) were observed in comparison to the similarities between the activation signals that drive the temporal properties of the motor modules (similarity = 0.71 ± 0.18). In addition, the reconstruction of PTB EMG from fixed muscle weightings from UPT resulted in higher reconstruction quality (82 ± 6%) when compared to reconstruction of PTB EMG from fixed activation signals from UPT (59 ± 11%). Perturbations at initial contact reduced knee abduction moments (7%), as well as co-contraction ratio (11%) and co-contraction index (12%) shortly after the perturbation onset. These changes in co-contraction ratio and co-contraction index were caused by a reduced activation of hamstrings that was also verified in the activation signals of the specific motor module related to initial contact. Our results suggested that perturbations to balance influence modular control of cutting manoeuvres, especially the temporal properties of muscle recruitment, due to altered afferent inputs to the motor patterns. Furthermore, reduced knee stability during perturbed events may be related to overall control of lower limb muscles.
AB - This study investigated whether the modular control of changes in direction while running is influenced by perturbations to balance. Twenty-two healthy men performed 90° side-step unperturbed cutting manoeuvres while running (UPT) as well as manoeuvres perturbed at initial contact (PTB, 10 cm translation of a moveable force platform). Surface EMG activity from 16 muscles of the supporting limb and trunk, kinematics, and ground reaction forces were recorded. Motor modules composed by muscle weightings and their respective activation signals were extracted from the EMG signals by non-negative matrix factorization. Knee joint moments, co-contraction ratios and co-contraction indexes (hamstrings/quadriceps) and motor modules were compared between UPT and PTB. Five motor modules were enough to reconstruct UPT and PTB EMG activity (variance accounted for UPT = 92 ± 5%, PTB = 90 ± 6%). Moreover, higher similarities between muscle weightings from UPT and PTB (similarity = 0.83 ± 0.08) were observed in comparison to the similarities between the activation signals that drive the temporal properties of the motor modules (similarity = 0.71 ± 0.18). In addition, the reconstruction of PTB EMG from fixed muscle weightings from UPT resulted in higher reconstruction quality (82 ± 6%) when compared to reconstruction of PTB EMG from fixed activation signals from UPT (59 ± 11%). Perturbations at initial contact reduced knee abduction moments (7%), as well as co-contraction ratio (11%) and co-contraction index (12%) shortly after the perturbation onset. These changes in co-contraction ratio and co-contraction index were caused by a reduced activation of hamstrings that was also verified in the activation signals of the specific motor module related to initial contact. Our results suggested that perturbations to balance influence modular control of cutting manoeuvres, especially the temporal properties of muscle recruitment, due to altered afferent inputs to the motor patterns. Furthermore, reduced knee stability during perturbed events may be related to overall control of lower limb muscles.
KW - Adult
KW - Algorithms
KW - Biomechanical Phenomena
KW - Electromyography
KW - Humans
KW - Joints/physiology
KW - Locomotion/physiology
KW - Male
KW - Models, Biological
KW - Muscle, Skeletal/physiology
KW - Postural Balance
KW - Psychomotor Performance/physiology
KW - Running/physiology
KW - Young Adult
U2 - 10.1371/journal.pone.0059029
DO - 10.1371/journal.pone.0059029
M3 - Journal articles
C2 - 23527079
SN - 1932-6203
VL - 8
SP - e59029
JO - PloS one
JF - PloS one
IS - 3
ER -