ARTICLE IN PRESS
Journal of Biomechanics 43 (2010) 969–977
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Journal of Biomechanics
0021-92
doi:10.1
n Corr
Mechan
Israel. T
E-m
alonw@
www.JBiomech.com
The influence of sagittal center of pressure offset on gait kinematicsand kinetics
Amir Haim a,b,n, Nimrod Rozen c, Alon Wolf a
a Biorobotics and Biomechanics Lab (BRML), Faculty of Mechanical Engineering , Technion-Israel Institute of Technology, Haifa, Israelb Department of Orthopedic Surgery B, Sourasky Medical Center, Tel Aviv, Israelc Department of Orthopaedic Surgery, Ha’Emek Medical Center, Afula, Israel
a r t i c l e i n f o
Article history:
Accepted 28 October 2009Objectives: Kinetic patterns of the lower extremity joints have been shown to be influenced by
modification of the location of the center of pressure (CoP) of the foot. The accepted theory is that a
Keywords:
Center of pressure
Coronal kinetics of the knee
Footwear-generated biomechanical
manipulations
Gait analysis
Knee flexion torque
90/$ - see front matter & 2009 Elsevier Ltd. A
016/j.jbiomech.2009.10.045
esponding author at: Biorobotics and Biomec
ical Engineering, Technion-Israel Institute o
el.: +972 52 4262129.
ail addresses: [email protected],
tx.technion.ac.il (A. Haim).
a b s t r a c t
shifted location of the CoP alters the distance between the ground reaction force and the center of the
joint, thereby modifying torques during gait. Various footwear designs have been reported to
significantly alter the magnitude of sagittal joint torques during gait. However, the relationship
between the CoP and the kinetic patterns in the sagittal plane has not been examined. The aim of this
study was to evaluate the association between the sagittal location of the CoP and gait patterns during
gait in healthy men.
Methods: A foot-worn biomechanical device which allows controlled manipulation of the CoP location
was utilized. Fourteen healthy men underwent successive gait analysis with the device set to convey
three different sagittal locations of the CoP: neutral, anterior offset and posterior offset.
Results: CoP translation in the sagittal plane (i.e., from posterior to anterior) significantly related with
an ankle dorsiflexion torque and a knee extension torque shift throughout the stance phase. Likewise,
an anterior translation of the CoP significantly reduced the extension torque at the hip during pre-
swing.
Conclusions: The study results confirm a direct correlation between sagittal offset of the CoP and the
magnitude of joint torques throughout the lower extremity.
& 2009 Elsevier Ltd. All rights reserved.
1. Introduction
During the stance phase of the gait cycle, a force is applied tothe ground which is coupled with a ground reaction force (GRF).The magnitude of the GRF is equal and its direction is opposite tothe force the body exerts (Winter, 1984). Consequently, jointtorques develop which are equivalent to the magnitude of the GRFand the perpendicular distance from the joint center to the force(Gronley and Perry, 1984; Winter, 1984). Theoretically, alteringthe instantaneous center of pressure (CoP) of the foot wouldinfluence the orientation of this force and the resulting jointtorques and angles through the body segments.
This principle has been the focus of previous research whichexamined the utilization of footwear-derived biomechanicalmanipulation. Application of wedge insoles were found to shiftthe location of the CoP in the coronal plane, thereby altering joint
ll rights reserved.
hanics Lab (BRML), Faculty of
f Technology, Haifa 32000,
torques from the foot proximally (Kakihana et al., 2005; Maly et al.,2002; Xu et al., 1999) and decreasing the load at the medialcompartment of the knee joint in healthy and arthritic subjects(Crenshaw et al., 2000; Kakihana et al., 2005; Ogata et al.,1997; Yasuda and Sasaki, 1987). In a previous study (Haim et al.,2008), we examined the effect of controlled coronal plane CoPmodulation at the foot. The magnitude of the knee adductiontorque was found to significantly correlate with the coronalorientation of the CoP.
Several studies have investigated the effect of sagittal planefootwear modifications on kinematic and kinetic parameters ofthe lower extremities. Walking with different heel-height shoeshas been reported to decrease stride length (de Lateur et al.,1991), to alter joint torques in the lower extremity (Snow andWilliams, 1994), and to prolong midstance knee flexor torquesduring gait (Kerrigan et al., 2005). Missing-heel shoes were foundto reduce walking speed and stride length, to increase cadence,and to considerably alter normal ankle joint function (Attinger-Benz et al., 1998). Gait analysis of negative heel rocker soleshoes showed an increase in cadence and a significant alterationof proximal joint metrics (Myers et al., 2006). Similarly,changes in CoP locus were reported with relation to rocker sole
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A. Haim et al. / Journal of Biomechanics 43 (2010) 969–977970
shoes (Xu et al., 1999). However, much of the above-mentionedresearch utilized footwear modifications that introduced con-siderable alterations to the normal functioning of the ankle.
The purpose of the current study was to assess the effectof the sagittal CoP position on kinetic and kinematic parametersof the lower extremities. Utilizing a novel foot-worn biomecha-
Table 1Demographic data of participants (n=14).
Age (years) Height (cm) Weight (kg)
25.9572.483 177.3573.52 74.0474.12
Note: Values are mean7SD
Fig. 1. Biomechanical platform and mobile elements. Notes: The biomechanical
device utilized in the study, comprising four modular elements attached onto foot-
worn platforms (APOS system, Apos—Medical and Sports Technologies Ltd.). The
device consists of two convex-shaped biomechanical elements attached to each of
the feet. Each element can be individually calibrated (Position, convexity, height
and resilience) to induce specific biomechanical challenges in multiple planes. The
elements are available in different degrees of resilience and convexity, and are
attached to the subject’s foot using a platform in the form of a shoe.
Fig. 2. A. Biomechanical device at neutral sagittal configuration, B. at anterior configura
the biomechanical elements (red spheres) are transposed anterior and posterior in
interpretation of the references to colour in this figure legend, the reader is referred to
nical device which allows controlled manipulation of the CoP,we hypothesized that translation of elements in the sagittalplane (i.e., from posterior to anterior) would result in amatching alteration of the magnitude of lower extremitysagittal joint torques and kinematic patterns during the stancephase.
tion, C. at posterior configuration. In the anterior and the posterior configurations
relation to the neutral configuration conveying matched offset of the COP. (For
the web version of this article.)
Fig. 3. Representative subject’s CoP relative offset at the posterior, neutral and
anterior configurations. The Y axis represents the vertical distance between the
instantaneous location of the CoP of the instantaneous axis heel axis (perpendi-
cular to the heel to axis crossing the heel marker. (All values are reported in mm
and negative values indicate lateral offset). The X represents 100% of stance phase
time.
Table 2Spatio-temporal parameters, group values (n=14).
Parameters Anterior axis Neutral axis Posterior axis
Cadence (steps/min) 98.3378.21 99.3179.38 97.8178.45
Stride length (m) 1.2970.11 1.2970.12 1.3270.11
Walking speed (m/s) 1.0870.14 1.1070.17 1.170.14
Note: Mean values7standard deviation
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2. Methods
2.1. Participants
Fourteen healthy male volunteers without any known musculoskeletal or
neurologic pathology comprised the study cohort. All had the same shoe size
(French 43) and a similar anthropometric profile (i.e., weight, height, dominant
leg). Their characteristics are noted in Table 1.
The study was approved by the Ethics Sub-Committee and all participants
gave informed consent.
2.2. The biomechanical system
A novel biomechanical device (APOS System, APOS—Medical and Sports
Technologies Ltd. Herzliya, Israel) allowing controlled manipulation of the CoP was
generously donated by the manufacturer prior to the study. A detailed description
of the device was recently reported (Haim et al., 2008). In brief, it consists of two
mobile convex-shaped biomechanical elements attached to each of the feet,
enabling flexible continuous positioning in multiple planes (Fig. 1). A pilot study
conducted to assess the stability of the apparatus determined that, for healthy
adults, satisfactory walking stability can be kept within the range of 1.8 cm
posterior and 1.8 cm anterior deviation of the biomechanical elements from the
neutral position.
Table 3Comparison of average CoP sagittal trajectory (n=14).
Deviceconfiguration
Anterior Neutral Posterior p
Mean Std.Dev.
Mean Std.Dev.
Mean Std.Dev.
Stance phase stageInitial contact 88.6 21.2 68.6 16.1 32.1 29.5 o0.01
Load response 84.2 17.2 53.8 6.9 24.1 16.0 o0.01
Midstance 148.4 35.7 122.9 19.3 112.8 15.1 o0.01
Terminal stance 246.6 32.4 230.2 26.2 218.9 15.9 o0.01
Pre-swing 258.1 52.7 244.0 57.6 224.8 48.0 o0.01
Terminal contact 254.5 60.7 240.8 56.5 215.1 51.8 o0.01
Note: Values represent the instantaneous CoP-heel axis vertical distance; values
reported in mm
Table 4Comparison of the average joint kinematic parameters (mean and SD).
Anterior
Mean Std. Dev.
KneeTotal range of motion (throughout gait cycle) 59.72 4.58
Initial contact 7.56 5.51
Peak flexion (midstance) 19.24 7.08
Peak extension (terminal stance) 7.10 5.84
Terminal contact 41.90 8.28
Peak flexion (swing phase) 63.51 7.73
Ankle
Total range of motion (throughout gait cycle) 23.73 4.41
Initial contact 3.74 3.61
Peak plantar flexion at loading response 2.82 3.83
Peak dorsal flexion at midstance 19.55 5.19
Terminal contact �1.85 7.09
Hip
Total range of motion (throughout gait cycle) 41.33 2.52
Initial contact 30.29 6.08
Peak flexion (loading response) 31.58 5.89
Peak extension (terminal stance) �9.75 5.01
Terminal contact 0.68 4.63
2.3. Experimental protocol
Prior to testing, all participants were functionally assessed by the same
physician (AH). The biomechanical device was calibrated by a qualified
physiotherapist. First positioning of the elements for the ‘‘functional neutral
configuration’’, defined as the position in which the apparatus exerted the least
valgus, varus, dorsal or plantar torque about the ankle to the individual being
examined was determined. Anterior and posterior configurations were then
defined as 1.5 cm anterior and 1.5 cm posterior deviation of the biomechanical
elements along the neutral sagittal axis (Fig. 2).
Successive gait analysis testing, each with a singular calibration of the
apparatus, was performed with the biomechanical elements placed in three
conditions: neutral configuration (Fig. 2a), anterior displacement (Fig. 2b),
and posterior displacement (Fig. 2c). To become accustomed to the testing
procedure, subjects were instructed to walk at a self-selected velocity for
several minutes which was then indicated by a metronome to ensure consistent
cadence throughout the trial. Six successful trials of each condition were collected
per subject for averaging. All conditions were tested in random order on the
same day.
2.4. Data acquisition and processing
Gait analysis of each subject was performed at the Biorobotics and Biomechanics
Lab at Technion-Israel Institute of Technology. Three-dimensional motion analysis was
performed using an 8-camera Vicon motion analysis system (Oxford Metrics Ltd.,
Oxford, UK) for kinematic data capture, at a sampling frequency of 120 Hz. The ground
reaction forces were recorded by two 3-dimensional AMTI OR6-7-1000 force plates
placed in tandem in the center of a 10-m walkway, at a sampling frequency of 960 Hz.
Kinematic and kinetic data were collected simultaneously while the subjects walked
over the walkway. A standard marker set was used to define joint centers and axes of
rotation (Kadaba et al., 1990). Markers were attached bilaterally over the following
anatomic landmarks: the anterosuperior iliac spine, the posteriosuperior iliac spine, the
lateral midthigh, the lateral knee epicondyle, the lateral midshank ,the lateral
malleolus, the head of the third metatarsal, and the posterior aspect of the heel at
the same level as the marker over the third metatarsal head. A knee alignment device
(KAD; Motion Lab Systems Inc, Baton Rouge LA) was utilized to estimate the three-
dimensional alignment of the knee flexion axis during the static trial. Sagittal plane
joint angles and torques were calculated using inverse dynamic analyses from the
kinematic data and force plates measures using ‘PlugInGait’ (Oxford Metrics, Oxford,
UK). All analyses were performed for the dominant leg. Joint moments were
normalized for body mass.
To examine the relationship between the different interventions on the
outcome measures, trial data were extracted and calculated by MATLABTM
software. Stride time normalized curves of the joint angles and moments were
plotted. All values were reported in association with a specific stage of the gait
cycle: initial contact (IC) 0–2%; load response (LR) 0–10%; midstance (MS) 10–30%;
terminal stance (TS) 30–50%; pre-swing (PS) 50–60%; terminal contact (TC) 60%-
Neutral Posterior p
Mean Std. Dev. Mean Std. Dev.
60.01 3.73 60.89 3.45 0.071
7.33 6.33 6.35 6.36 0.013
19.23 7.00 19.34 7.20 0.52
6.53 5.83 5.92 6.47 0.005
38.92 8.41 35.09 8.93 0.002
63.41 7.40 64.81 8.02 0.065
23.19 3.51 24.34 2.90 0.395
3.54 3.88 2.21 4.00 0.003
� .473 4.1 �2.93 4 0.000
19.59 4.34 19.46 4.91 0.708
�0.01 7.41 2.03 6.99 0.008
41.67 2.47 43.08 2.57 0.001
30.70 6.38 32.26 6.22 0.002
31.98 5.95 33.18 5.87 0.005
�9.69 5.24 �9.90 4.98 0.191
�0.62 5.19 �2.49 5.90 0.001
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toe off (Perry, 1992). Relative CoP offset and peak values of joints angles and
torques during different phases of the stance period were calculated and their
average was determined across six trials in each configuration for each subject.
The relative duration of the knee flexor torque at MS and extensor torque at TS
(torque duration/total gait cycle duration) was calculated as well. The individual
values of each subject were used for inter-group statistical analysis.
Calculation of the CoP trajectory with instantaneous coordinates of the CoP
recorded by the force plate and matching instantaneous coordinates of the heel
and toe markers was carried out; this method was recently described by our group
(Haim et al., 2008). Total CoP offset (i.e., the relative distance of the CoP from the
neutral configuration) and the offset at IC, LR, MS, TS, PS and TC stance stages were
calculated.
2.5. Statistical analysis
The null hypothesis that the joint angles and moment’s magnitude were the
same for each of the walking conditions was tested each of the parameters. Non-
parametric Friedman tests were used for comparison of spatio-temporal (cadence,
step length, gait velocity), kinetic, kinematic and CoP offset parameters in the
neutral, anterior and posterior configurations of the apparatus. For the significant
results we further used Wilcoxon tests to compare each pair from the three
groups. Spearman’s correlations were used to examine the relationship of kinetic
parameters in the posterior, neutral and anterior configuration of the apparatus. A
probability of less than 0.05 was considered as statistically significant. All analyses
were performed using SPSS (version 13.0).
3. Results
3.1. Temporal–spatial variables
Cadence and walking velocity were similar for all configura-tions of the apparatus. The stride length was 3 cm longer for the
**
*
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**
*
0 10 20 30 40 50 60 70 80 90 100
-15.0
-10.0
-5.0
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5.0
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25.0
Ankle
0 10 20 30 40
-10
0
10
20
30
40
50
60
70
80
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% Ga
Join
t ang
le (
°)
Sagittal plane jo
Fig. 4. Sagittal plane joint kinematics. (a–c): representative subject’s sagittal plane joint
posterior (green) configurations. The Y axis represents joint angles and the X axis repres
of the curve with Y axis represents initial foot contact (IC). The vertical lines represent
ann—peak ankle dorsal flexion at terminal stance (TS); annn—peak ankle planter flexi
extension at terminal-stance (TS); cn—peak hip flexion at loading response (LR); cnn—pe
this figure legend, the reader is referred to the web version of this article.)
posterior condition compared to the anterior condition; however,this was not statistically significant (Table 2).
3.2. CoP trajectory
The CoP trajectory throughout stance shifted in accordance tothe offset of the biomechanical elements (Fig. 3). Inter-subjectanalysis revealed a significant relationship between CoP locusthroughout stance and the sagittal offset of the biomechanicalelements from the neutral position (Table 3).
3.2.1. Sagittal plane kinematics
There were significant differences in ankle, knee andhip kinematics between the three test conditions (Table 4,Fig. 4a–c).
Ankle: Sagittal plane ankle total range of motion (RoM) wassimilar for all conditions tested. At IC, the ankle was slightlydorsiflexed in all conditions tested (3.741�2.211 on average).Anterior and posterior offset significantly related with greater andlesser dorsal flexion, respectively, on average, 1.53–6.3% of totalRoM. Immediately after IC, during LR, the ankle planter flexed. Peakplantar flexion was significantly greater in the posterior conditionthan in the anterior condition, on average, 5.75–23.6% of total RoM.During MS, the joint dorsal flexed. Peak dorsal flexion at the end ofMS was not statistically significant for the three walking conditions.Finally, during PS, the ankle plantar flexed once more. Prior to TC,peak plantar flexion was significantly greater in the anteriorcondition than in the posterior condition, on average, 3.88–15.9%of total RoM.
**
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-10
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10
20
30
40
Knee Hip
50 60 70 80 90 100
it Cycle
int kinematics
kinematics for the three walking conditions tested: neutral (yellow), anterior (red)
ents 100% of a single gait cycle. Data was sampled at the following: the intersection
terminal foot contact (TC). an—peak ankle planter flexion at loading response (LR);
on at pre-swing (PS); bn—peak knee flexion at midstance (MS); bnn—peak knee
ak hip extension at pre-swing (PS). (For interpretation of the references to colour in
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A. Haim et al. / Journal of Biomechanics 43 (2010) 969–977 973
Knee: Sagittal plane knee total RoM was similar in allconditions tested. At IC, knee extension was on average 1.211(5.8% of total RoM) greater for the posterior condition than for theanterior condition. During LR phase, the knee flexed for the firsttime. Peak knee flexion (during early MS) was similar for the threewalking conditions. Following this flexion peak, the kneeextended. Peak knee extension at TS was slightly greater withthe posterior shoe configuration (on average, 1.18–1.96% of totalRoM) than in the anterior condition. Finally, during PS, the kneeflexed for the second time and knee flexion was on average 6.811(11.2% of total RoM) greater at TC in the anterior condition than in
**
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0 1010 20 30 40-500
-400
-300
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Sagittal plane joi
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0 20 30 40 50 60 70 80 90 100-300
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0
100
200
300
400500
600
700800
900
1000
1100
1200
1300
1400
15001600
1700
% G
*
Join
t mom
ent (
N-m
/k)
Ankle K
Fig. 5. Sagittal plane joint kinetics. (a–c): representative subject’s sagittal plane joint
posterior (green). The Y axis represents joint angles and the X axis represents 100% of
contact (IC). The vertical lines represent terminal foot contact (TC). an—peak ankle plant
pre-swing (PS); bn—peak knee extension torque at loading response (LR); bnn—peak kn
stance (TS); bnnnn—peak knee flexion torque at pre-swing (PS); cn—peak hip flexion torq
interpretation of the references to colour in this figure legend, the reader is referred to
Table 5Comparison of average joint kinetic parameters (mean and SD).
Anterior
Mean Std. D
KneePeak extension torque at loading response (N m/kg) �4.84 1.58
Peak flexion torque at midstance (N m/kg) 6.55 3.96
Midstance flexor moment duration (% gait cycle) 27.01 5.54
Peak extension torque at terminal stance (N m/kg) �2.21 2.67
Terminal stance extensor moment duration (% gait cycle) 20.9 8.53
Peak flexion torque at pre-swing (N m/kg) 2.26 2.28
Ankle
Initial contact (N m/kg) 0.65 0.86
Peak ankle planter flexion at loading response (N m/kg) �0.64 1.18
Peak ankle dorsal flexion torque at pre-swing (N m/kg) 22.04 1.76
Hip
Peak hip flexion torque at loading response (N m/kg) 5.67 4.77
Peak hip extension at pre-swing (N m/kg) �12.81 4.45
the posterior condition. Peak knee flexion occurring during theswing phase was similar for all walking conditions.
Hip: At IC, hip flexion was on average 1.971 (4.58% of totalRoM) greater in the posterior condition than in the anteriorcondition. Peak hip flexion (during the end of LR and early MS)was on average 1.61 (3.72% of total RoM) greater in the posteriorcondition than in the anterior condition. During mid and TS phase,the hip extended. Peak hip extension (during the end of TS andearly PS) was similar in all conditions tested. At TC, the hip flexionwas on average 3.171 (7.37% of total RoM) greater in the anteriorcondition than in the posterior condition.
****
50 60 70 80 90 100
nt kinetics
*
*
ait Cycle
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0 10 20 30 40 50 60 70 80 90 100-1100
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nee Hip
kinetics for the three walking conditions tested: neutral (yellow), anterior (red),
a single gait cycle. The intersection of the curve with Y axis represents initial foot
er flexion torque at loading response (LR); ann—peak ankle dorsal flexion torque at
ee flexion torque at midstance (MS); bnnn—peak knee extension torque at terminal
ue at loading response (LR); cnn—peak hip extension torque at pre-swing (PS). (For
the web version of this article.)
Neutral Posterior p
ev. Mean Std. Dev. Mean Std. Dev.
�4.15 1.85 �2.69 1.46 0.000
7.43 4.45 8.52 4.60 0.000
28.275 4.49 31.44 4.75 .202
�1.55 2.47 �1.09 2.48 0.000
18.79 6.91 18.3 6.86 .007
3.05 3.33 3.44 3.19 0.000
0.64 0.74 0.24 0.72 .004
�2.29 1.19 �2.81 0.90 0.000
21.44 2.31 20.99 2.20 0.223
5.76 4.91 5.52 5.71 0.607
�13.33 6.09 �14.09 5.54 0.001
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3.2.2. Sagittal plane kinetics
There were significant differences in ankle, knee and hipkinetics between the three test conditions (Table 5, Fig. 5a–c,Figs. 6–8).
Ankle: A significant correlation was found between the deviceconfiguration and the ankle torque at LR and at TS (Table 6). At IC(Fig. 5a), ankle dorsal flexion torque was lower by 0.41 N m/kg forthe posterior configuration, as compared to the anteriorconfiguration, a 63% reduction (Fig. 6, Table 5). Following IC,during LR, the reaction force passes behind the joint and generatesa plantar flexion torque about the ankle. Peak plantar flexiontorque (during LR) was on average 2.17 N m/kg greater for theposterior condition than for the anterior condition, a 77.22%increase. During midstance and TS, the reaction force passes infront of the joint center. The joint sagittal plane external torque istransformed to a dorsal flexion torque. Peak dorsal flexion torque(at the end of TS and the beginning of PS) was 1.05 N m/kg greaterin the anterior condition, a 4.76% rise.
Knee: A significant correlation was found between the deviceconfiguration and the knee torque throughout the stance phase(Table 6). Immediately after IC, the reaction force passes in frontof the knee (Fig. 5b). On average, the peak torque was 2.15 N m/kggreater for the anterior condition, a 44.42% rise (Fig. 7, Table 5).During MS, the line of action passes behind the knee and thetorque reverses into a flexion torque. This torque peaks early inMS with the peak flexion angle of the knee. The peak torque was
Sagi
ttal t
orqu
e (N
m/K
g)
-10
-8
-6
-2
-4
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2
0
5
10
15
-
-
20
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5
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-5 0
30
20
10
-
Anterior Neutral Posterior
Loading response Mid stance
Anterior Neutral Posterior
Sagi
ttal j
oint
ang
le (°
)
Fig. 6. Knee kinetics and kinematics during stance phase stages. Notes: relationship b
cycle and concomitant joint sagittal angles. Data presented as box-plots—line in center o
and the whiskers represent the range.
1.97 N m/kg lower for the anterior condition than for theposterior condition, a 23.12% reduction. During TS, as the centerof mass passes the base of support, the reaction force once againpasses in front of the knee and the torque reverses into anextension torque. The magnitude of the peak torque was1.12 N m/kg greater for the anterior condition than for theposterior, a 50.6% change. In two subjects, the sagittal kneetorque remained flexed with the posterior configuration through-out the entire stance period. These subjects were excluded fromthe analysis of flexor/extensor torque duration. For the remaining12 subjects extensor torque was significantly longer with theanterior shoe configuration and the flexor torque was shorter,although this difference was not statically significant (Table 5).Throughout PS, the reaction force passes just behind the jointcenter and induces a flexion torque; the peak torque was 1.181less for the anterior configuration in comparison to the posteriorconfiguration, a 34% reduction.
Hip: A significant correlation was found between the deviceconfiguration and the hip torque at MS (Table 6). At IC, the GRFpasses in front of the hip, bringing on a flexion sagittal torque.This torque peaks during LR (Fig. 5c). The magnitude of the torquewas similar in the three walking conditions. The torque thendiminishes and transforms into an extension torque which peaksduring PS. On average, the peak extension moment was 1.28 N m/kg lower for the anterior configuration compared to the posterior,a 9.08% reduction (Fig. 8, Table 5).
5
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12.5
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5
2.5
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10
25
5
10
15
20
35
30
Terminal stance Pre wing
Anterior Neutral Posterior Anterior Neutral Posterior
etween group joint sagittal moment values throughout consecutive stages of gait
f box represents the median peak value; the box represents the interquartile range
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4. Discussion
The results presented indicate a clear association between themagnitude of lower extremity kinetic parameters and the positionof the CoP in the sagittal plane. The present study examined theoutcome of a controlled shift of the CoP in healthy subjects.Several footwear-generated biomechanical manipulations (e.g.,high heels, reverse heel, rocker bottom) have been shown toinfluence movement patterns in the sagittal plane. However,these interventions introduce vigorous interference to anklekinematics. To the best of our knowledge, this is the first studyto utilize a biomechanical device which allows controlledmodulation of the center of pressure.
We found that anterior translation of the CoP in the sagittalaxis correlated with an ankle dorsal flexor and a knee extensionshift of the sagittal torque throughout the stance phase, a reducedextension torque at the hip during PS and a prolonged duration ofthe terminal stance knee extension torque. A reverse outcomewas found with posterior CoP translation. These findings confirm
Anterior Neutral Posterior Anterior Neu
-1
0
1
2
3
-4
-2
0
0
5
10
-5-15
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-5
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10
Sagi
ttal j
oint
ang
le (°
)
2
Initial-contact Loading
Sagi
ttal t
orqu
e (N
m/K
g)
Fig. 7. Ankle kinetics and kinematics during stance phase stages. Notes: relationship b
cycle and concomitant joint sagittal angles. Data presented as box-plots—line in center o
and the whiskers represent the range.
the study’s hypothesis of a direct correlation between the sagittallocation of the CoP and the magnitude of lower extremity sagittaljoint torques. We speculate that the sagittal shifted CoP reducedor extended the distance between the GRF and the center of thejoints throughout successive stages of the stance phase, resultingin reduced or increased magnitude of the torques.
Kinematic patterns of the ankle, knee and hip joints were alsofound to be influenced by a sagittal shift of the CoP. Sagittaltranslation of the CoP from posterior to anterior offset correlatedwith a flexion shift of the knee kinematic patterns and witha bimodal pattern of the ankle and hip kinematics (ankle plantarflexion/hip extension during initial stance and ankle dorsal flexion/hip flexion during final stance). Kerrigan et al. (2005) examined theeffect of high-heeled shoes on gait parameters in healthy womenand reported a 20.41 increase in ankle plantar flexion throughoutthe gait cycle. In the present study, the effect of anteriorand posterior CoP translation on ankle kinematics was lessprofound. Preserving normal ankle function enables a controlledsetting for easement of CoP influence on kinetic parameters.
tral Posterior Anterior Neutral Posterior
26
24
22
20
18
16
-10
0
10
20
-20
-30
response Pre swing
etween group joint sagittal moment values throughout consecutive stages of gait
f box represents the median peak value; the box represents the interquartile range
ARTICLE IN PRESS
25
15
20
-5
0
5
10
10-
15-
-20
25-
-30
-35
15
30
25
20
25
30
35
40
20
15
Loading response Pre swing
Anterior Neutral Posterior Anterior Neutral Posterior
35
40
5-
Sag
ittal
torq
ue (N
m/K
g)S
agitt
al jo
int a
ngle
(°)
Fig. 8. Hip kinetics and kinematics during stance phase stages. Notes: relationship
between group joint sagittal moment values throughout consecutive stages of gait
cycle and concomitant joint sagittal angles. Data presented as box-plots—line in
center of box represents the median peak value; the box represents the
interquartile range and the whiskers represent the range.
Table 6Spearman’s correlations analysis of kinetic parameters and device configuration.
Test variable Device configuration
Ankle moment (IC) Anterior
Neutral
Posterior
Ankle peak plantar flexion moment (LR) Anterior
Neutral
Posterior
Ankle peak dorsal flexion moment (PS) Anterior
Neutral
Posterior
Knee peak extensor moment (LR) Anterior
Neutral
Posterior
Knee peak flexor moment (MS) Anterior
Neutral
Posterior
Knee peak extensor moment (TS) Anterior
Neutral
Posterior
Knee peak flexor moment (PS) Anterior
Neutral
Posterior
Hip peak flexor moment (LR) Anterior
Neutral
Posterior
Hip peak extensor moment (MS) Anterior
Neutral
Posterior
Values are correlation coefficients (r), P values in parentheses.
Abbreviations: IC—Initial contact; LR—Loading response; PS—pre-swing; MS—Midstan
A. Haim et al. / Journal of Biomechanics 43 (2010) 969–977976
Kerrigan et al. (2005) reported greater peak knee flexion,prolonged knee flexor torque and reduced peak knee-extensortorque with high heels. In the present study, posterior CoP offsetcorrelated with similar kinetic findings (i.e., greater and pro-longed knee flexor torque and reduced shorter peak knee-extensor torque). The knee sagittal torque significantly correlatedwith the knee flexion angle. Interestingly, with posterior offsetconfiguration, knee angles were not significantly different duringmidstance and were more extended during terminal stance. Thissuggests that the altered kinetics recorded with the posterioroffset is a result of altered position of the GRF and is not caused byaltered joint kinematics (i.e., increased knee flexion angles withposterior CoP offset could have accounted for the greater flexortorque).
Several limitations arising from the current study should benoted. First, the relative CoP location was analyzed indirectly bycalculating instantaneous force plate recorded COP and corre-sponding foot segment axis distance. While, this method offers areasonable evaluation of the COP offset and was utilized inprevious studies (Haim et al., 2008), future studies incorporatingdirect COP measurement (e.g., pedobarograph analysis) couldprovide valuable data regarding shoe COP pattern modulation.Another limitation of this study was the employment of theapparatus at neutral position as a control. This setting wasselected to assure consistency of the kinematic model. Finally, itshould be emphasized that the participants in this studycomprised a distinctive homogenic cohort of healthy young maleadults. These results are therefore valid only for individuals withcharacteristics similar to those of the tested group. Differentpopulations (e.g., females who tend to have different lowerextremity joint motions compared to males due to anatomical,muscle strengths, ligament properties) may respond differently tosuch interventions. Further studies are needed before thesefindings can be validated in other populations.
The results of the present study offer clinically relevantimplications to several musculoskeletal pathologies. The knee
Anterior Neutral Posterior
1; (.000)
.670; (.009) 1; (.000)
.612; (.020) .504;(.066) 1; (.000)
1; (.000)
.943; (.000) 1; (.000)
.701; (.005) .635; (.015) 1; (.000)
1; (.000)
.824; (.000) 1; (.000)
.783; (.001) .909; (.000) 1; (.000)
1; (.000)
.873; (.000) 1; (.000)
.605; (.022) .739; (.003) 1; (.000)
1; (.000)
.974; (.000) 1; (.000)
.842; (.000) .899; (.000) 1; (.000)
1; (.000)
.952; (.000) 1; (.000)
.903; (.000) .934; (.000) 1; (.000)
1; (.000)
.912; (.000) 1; (.000)
.965; (.000) .960; (.000) 1; (.000)
1; (.000)
.873; (.000) 1; (.000)
.405 (.151) .431 (.124) 1; (.000)
1; (.000)
.982; (.000) 1; (.000)
.915; (.000) .924; (.000) 1; (.000)
ce; TS—terminal stance
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A. Haim et al. / Journal of Biomechanics 43 (2010) 969–977 977
flexion moment during MS is proportional to the pressure acrossthe patellofemoral joint and has been linked with patellofemoralpain syndrome (PFPS) and osteoarthritis (OA) of the knee(Kerrigan et al., 1998). Similarly, it has been suggested (Astephenet al., 2008) that interventions designed at altering knee kineticsmay be effective for halting progression of knee OA. Secondly, inanterior curciate ligament (ACL)-deficient knees, internal momentgenerated by quadriceps contraction can cause excessive anteriortibial translation. It has been suggested that this motion can leadto premature knee osteoarthritis. A reduction in the peak kneeflexion moment coupled by a reduced internal quadricepsmoment has been reported to be a necessary compensation toavoid excessive anterior translation of the tibia (Andriacchi andDyrby, 2005). Finally, patients suffering from cerebral palsy andother neurological pathologies often experience difficulty main-taining upright posture due to a reduction in the total supportmoment (Lampe et al., 2004). Biomechanical manipulation via Afootwear design that incorporates anterior CoP offset may inducean extension shift to the sagittal torque and provide benefit tothese patients. An extension shift to the sagittal torque couldtheoretically lower patellofemoral joint pressure in knee OApatients, diminish excessive anterior tibial translation in patientswith ACL deficient knees, and contribute to total support momentin patients with cerebral palsy. However, such interventionsshould be taken with caution; excessive extension shift to thesagittal torque could possibly alter joint kinematics. it should bementioned that an extension shift to the sagittal torque may notbe safe for the knee. A reduced tendency to flex the knee canreduce the knee joint’s capacity for shock absorption and wouldlikely aggravate the tibiofemoral contact stresses at the articularcartilage. Further studies examining the benefit and safety ofmoderate anterior CoP offset alterations in patients with theabove pathologies are warranted.
Conflict of interest statement
No author has any conflict of interest to declare.
Acknowledgment
The authors thank APOS—Medical and Sports TechnologiesLtd. for their generosity in contributing the devices used in thestudy.
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