Following a stroke, residual sensorimotor deficits, such as spasticity, muscle weakness, sensory impairments, and poor muscle coordination, are common. These deficits impact ones' ability to successfully recover balance, which is reflected in the fall rate, which has been reported between 14% and 65% while in the hospital1–3 and up to 73% in the first 6 months after being discharged into the community.4,5 Falls after a stroke are just as likely to be caused by self-induced movements as by externally induced perturbations (eg, slip, trip, or push).6 Regardless of the manner that induces loss of balance, falls can be devastating, resulting in fractures,7 a fear of falling,8 and activity limitations,5 which, in turn, reduces mobility.
External mechanical perturbations are forces imposed on the body that cause imbalance either by disrupting the base of support (BOS) (translating support surface or rotations),9,10 or moving the center of mass (COM) relative to the actual or perceived stability limits of the BOS (pull or push at pelvis or trunk or lean and release).11–16 In contrast, self-induced perturbations are imposed by internally generated forces through voluntary movements. Typically, the responses to external perturbations involve rapid sensorimotor feedback-mediated reactions, whereas feedforward responses also contribute to counteracting internally initiated perturbations. Both forms of balance involve sensory integration from somatosensory, visual, or vestibular input to produce an appropriate response. Thus, after stroke, responding effectively to perturbations of balance may be especially challenging because sensory impairments are experienced by approximately 50% of stroke survivors.17
Falls can be prevented during everyday activities by using protective movements of the limbs such as stepping or grasping surfaces, which stabilize balance by adjusting the COM-BOS relationship. Effective balance recovery through stepping requires that appropriately timed, directed, and scaled movements are matched with the changing position and motion characteristics of the COM to adjust the COM-BOS relationship to stabilize balance and prevent falling. When balance is recovered with a single protective step, a larger safety margin of balance stability occurs at first-step landing compared with when multiple steps are taken.18 After a stroke, multiple steps are more commonly taken than single recovery steps when standing balance is perturbed anteriorly, indicating a less efficient recovery pattern.11,19,20 We know in older adults that multiple steps are a predictor of prospective falls.21 This observation may also have relevance for falls after stroke in particular among those who are of older age.
Although many of the aforementioned studies perturbed standing balance in the anterior direction, information about balance function to an external perturbation in the mediolateral (M-L) direction is more limited. Understanding M-L balance control after stroke is important because falls occur more frequently, as weight is shifted laterally toward the paretic limb.5,7,22,23 A few studies that have evaluated the feet-in-place response to a lateral push perturbation at the hip in people with stroke found a diminished response from the hip abductor-adductor muscles and longer time to stabilize the pelvis.15,16,17 Impaired M-L control of balance after stroke is further supported by reduced biomechanical limits of stability on the paretic side,24 and weight-bearing asymmetry toward the nonparetic limb.24–26 All of these factors can impact M-L control and the ability to generate an effective protective stepping.
Lateral perturbations of standing balance involve a unique biomechanical feature whereby the COM is initially moved sideways such that the leg on the side of the direction of imbalance receives increased loading force whereas the opposite leg is passively unloaded.27 The passive unloading assists with weight transfer, allowing for a faster step initiation with the unloaded leg,28 resulting in either a medially directed or crossover step. A lateral step with the loaded leg in the direction of imbalance would take longer to initiate because the passively loaded leg would need to be actively unloaded to initiate a step.28,29 On the basis of the increased frequency of responses favoring the nonparetic limb in prior studies,11,20 we would expect differences in the step type to be further dependent on the direction of perturbation as well as the biomechanical advantages of using the passively unloaded leg. Thus, examining lateral challenges to balance directed toward both the paretic and nonparetic sides is important for understanding balance recovery and the effectiveness of the stepping strategies that are used.
The purpose of this study was to characterize the stepping response induced by a lateral perturbation generated through a motorized waist-pull system to the paretic and nonparetic sides in chronic stroke. In addition, we determined whether impairments in selected sensory and motor functions including the plantar cutaneous sensation of the paretic foot, motor recovery, hip abduction and adduction torque, and ankle dorsiflexion and plantar flexion torque, could predict the protective step that was used.
Eighteen community-dwelling adults with hemiparesis (12 left; 6 right) participated. Participation in the study included individuals who were more than 6 months poststroke, 50 years and older, able to walk 10 m with/without an assistive device, stand unsupported for 5 minutes, and have no medical conditions significantly impacting their ability to walk beyond the effects of the stroke. All participants gave informed consent to participate, and the study was approved by the University of Maryland Institutional Review Board.
Participants wore a safety harness and received 24 randomly applied lateral perturbations at 4 different intensities in 2 directions (paretic and nonparetic) (2 directions × 4 intensities × 3 trials) with a motorized waist-pull system. The lateral perturbation was applied through an adjustable waist belt, aligned in the frontal plane, so that the waist-pulls were applied in the M-L direction. The acceleration was fixed at 720 cm/s2, and the velocity (v) and displacement (d) were level 1 v = 18.0 cm/s, d = 8.6 cm, level 2 v = 27.0 cm/s, d = 12.1 cm, level 3 v = 36.0 cm/s, d = 15.7 cm, and level 4 v = 45 cm/s, d = 19.3 cm. The selection of waist-pull magnitudes was based on our previous studies of stepping responses in younger and older adults and those with stroke. The range of perturbations to balance was based on displacement-velocity-acceleration combinations where steps were reliably likely to occur (level 1), and steps always occurred (levels 2-4) with or without multiple steps.11,30 The direction and timing of each trial were randomly presented to minimize anticipation and learning effects. The system has been previously described31 and used in prior studies of older adults21,27,32 and individuals poststroke.11
Participants stood on a force platform (Advanced Mechanical Technology Inc, Watertown, Massachusetts) using a comfortable self-selected position because the same standardized foot placement was not possible due to increased external rotation of the paretic limb in some participants. For each participant, we ensured the same initial position on the force platform for each trial by tracing the outline of the feet. Shoes were worn during the testing protocol, and those individuals with ankle foot arthroses kept them on during the testing. An investigator monitored the vertical ground reaction forces that were depicted on the screen to ensure an approximate symmetrical weight bearing at the start of each trial. All participants were able to shift their weight to their paretic limb when given the verbal instruction to “evenly distribute your weight between their 2 legs.” Participants were instructed to “respond naturally and if necessary prevent yourself from falling.” A reflective marker was affixed on the lateral malleoli and recorded for 7 seconds per trial at a sampling rate of 120 Hz, using a 10-camera motion analysis system (Vicon, Oxford, UK).
Peak isokinetic joint torques of the non-paretic and paretic side were measured in 5 trials at 30°/s using the Biodex System Pro4 (Biodex Medical Systems, New York) for ankle dorsiflexion and plantar flexion and hip abduction and adduction. The Chedoke McMaster Stroke Assessment Impairment Inventory for the leg and foot was used to assess motor recovery.33 The cutaneous sensation was evaluated on the plantar aspect of the foot bilaterally with a series of Semmes-Weinstein monofilaments, ranging from 1.65 to 6.65, with the lowest value representing normal cutaneous sensation.34 All participants had intact sensation of the nonparetic limb. Thus, only the plantar sensation of the paretic foot was used in the analyses. Other clinical outcome measures of balance and mobility, Community Balance and Mobility Scale, and Timed Up and Go Test (TUG) were used to characterize the functional level of the group. The TUG can be utilized as a predictor of fall risk in older persons with stroke,35 and the Community Balance and Mobility Scale incorporates high-level balance and mobility tasks required by individuals living in the community36 and is validated in people with stroke.37
Step count and step type were determined for each trial. First-step type was categorized as (1) lateral step, whereby the passively loaded leg moved in the direction of the waist-pull, (2) crossover step, when the passively unloaded leg moved beyond (front or back) the loaded leg in the direction of the waist-pull, and (3) medial step, whereby the passively unloaded leg moved toward the loaded leg but not beyond (Figure 1).29 Matlab-customized programs were used to calculate spatiotemporal parameters of the first step of step initiation onset time, M-L step length, and step clearance (maximum vertical displacement) indicated by displacement of the ankle marker. Step initiation onset time was calculated as the time between the perturbation onset and first-step lift-off indicated by the force platform. The M-L step length and step clearance were normalized to the person's height. Peak isokinetic torque was defined as a deficit ratio relative to the nonparetic leg (paretic peak torque/nonparetic torque).
Descriptive statistics (means and standard deviations) are presented by pull direction (paretic and nonparetic). Mann-Whitney test was used to compare the differences in step type and step count and first-step characteristics of step initiation onset time, and first-step M-L length and clearance of a pull toward paretic and nonparetic sides. Nonparametric 1-way analysis of variance (Kruskal-Wallis), using SPSS for Windows v22.0 (IBM Company, Chicago, Illinois), was used to examine differences in step type (lateral, crossover, and medial) for step initiation time. Significant differences were examined further with the Mann-Whitney U test, and a Bonferroni adjustment was used to correct for multiple comparisons with an adjusted P value (P ≤ 0.025). To determine whether sensorimotor variables could predict the first-step type, a multivariate discriminant function analysis (DFA) was performed to identify the sensorimotor variables that were associated with the step type (lateral, crossover, and medial) for a paretic and nonparetic side pull. The DFA is a procedure used to determine whether a set of variables can predict group membership.38 Canonical correlation measures the ratio of the discriminant equation and is used to compare the importance of each variable. A high correlation indicates a function that discriminates well for step type. The Wilks λ measures the variables that contribute significance in discriminant function, and a lower value means the variable contributes more to the discriminant function. Cross-validation classification identified the accuracy of the model using the leave-one-out method by which each case is classified by discriminant functions derived from the other cases.
Participant characteristics are presented in Table 1. A pull toward the paretic side resulted in participants needing assistance to recover balance in 12% of the trials, and 2% of trials when pulled toward the nonparetic side. Some of these trials resulted in no steps. Therefore, 8% (pull toward the paretic side) and 2% (pull toward the nonparetic side) of all trials are included in the analyses where assistance was needed.
Table 1 -
Demographic Characteristics, Cutaneous Sensation
, Motor Recovery, and Torque Values, Expressed as Mean ± SD
||Mean ± SD (N = 18)
||61.4 ± 8.0
||10 females/8 males
||12 left/6 right
|Time poststroke, y
||10.2 ± 10.4
|Timed Up and Go Test, s
||15.0 ± 12.0
|Community Balance and Mobility Scale (/96)
||29.9 ± 13.3
|Cutaneous sensation plantar aspect of foot, force (g), range (median)
|Chedoke-McMaster Stroke Assessment, leg + foot (/14)
||7.7 ± 2.5
Peak Isokinetic Torque Values Measured at 30°/s, Nm
|Ankle dorsiflexion (N = 17)
||11.6 ± 10.7
||23.6 ± 10.0
|Ankle plantar flexion (N = 17)
||23.8 ± 23.1
||48.3 ± 24.1
|Hip abduction (N = 18)
||41.8 ± 26.2
||60.7 ± 27.6
|Hip adductor (N = 18)
||43.5 ± 24.2
||51.6 ± 25.7
Abbreviation: SD, standard deviation.
A pull toward the paretic side resulted in a step in 80.1% of trials and 74.1% for pulls toward the nonparetic side. When combining all the waist-pull trials regardless of the pull direction, 36.5% of the steps were initiated with the paretic leg and 63.5% with the nonparetic leg. There was no significant difference in step count (P = 0.8), between a pull toward the nonparetic and paretic sides. More than one recovery step was used in 69.7% (pull toward the paretic side) and 66.9% (pull toward the nonparetic side) of the trials (Figure 2A). The first-step type used was significantly different for pull direction (P = 0.005) (Figure 2B). A pull toward the paretic side resulted in fewer lateral steps with the paretic leg (18.8%) compared with the lateral steps performed with the nonparetic leg when pulled toward the nonparetic side (45.1%). A crossover step with the paretic leg was used less frequently for a pull toward the nonparetic side (5.2%) compared with a pull toward the paretic side (nonparetic crossover step) (28.8%).
Step initiation onset time, step length, and clearance by step type for pulls toward the nonparetic and paretic sides are illustrated in Figure 3. There was no significant difference in step initiation time between a pull toward the paretic and nonparetic sides for the lateral (P = 0.2), crossover (P = 0.1), or medial step (P = 0.06). However, the lateral steps of both pull directions took longer to initiate compared with the crossover (nonparetic P = 0.003; paretic P = 0.009) and medial steps (nonparetic P < 0.001; paretic P < 0.02). A lateral step when pulled toward the paretic side of the paretic leg had a greater M-L step length (P < 0.001) and lower step clearance (P = 0.05) than a nonparetic step when pulled toward the nonparetic side. There were no differences between the direction of perturbation for crossover step length or clearance. When pulled toward the nonparetic side, a medial step of the paretic leg resulted in a smaller M-L step length (P < 0.001) compared with a medial step of the nonparetic leg when pulled toward the paretic side.
The DFA for pulls toward the nonparetic side revealed that hip abductor torque, ankle dorsiflexor torque, and paretic foot cutaneous sensation significantly discriminated between lateral steps of the nonparetic leg, and crossover and medial steps of the paretic leg (Wilks λ= 0.67; P < 0.001; canonical correlation = 0.47). The canonical correlation coefficients were 0.81 for paretic hip abductor torque, 0.49 for paretic ankle dorsiflexor torque, and 0.63 for the plantar cutaneous sensation of the paretic foot, indicating that paretic hip abductor torque was the most important of these variables in discriminating between the step types. From the DFA, these 3 variables correctly predicted the step type of the cases as either a lateral, crossover, or medial step for 64% of the trials.
For a pull toward the paretic side, the ankle plantar flexor torque and plantar cutaneous sensation of the paretic foot discriminated between the step types (Wilks λ = 0.67; P < 0.001; canonical correlation = 0.56). The canonical correlation coefficient was 0.80 for ankle plantar flexor torque and 0.52 for the plantar cutaneous sensation of the paretic foot, with ankle plantar flexor torque being the most important. From the DFA, these variables predicted the first-step type in 60% of the trials. Table 2 indicates the mean and standard deviation by step type for the variables identified as important discriminators of step type. The cross-validation for a pull toward the paretic and nonparetic sides was the same, indicating an accurate classification with the discriminant function.
Table 2 -
Mean Value and Standard Deviation (Unless Specified) for Sensorimotor Measures by Step Type for All Trials for the Paretic and Nonparetic Side Waist-Pull Perturbations
|Lateral (n = 67)
||Crossover (n = 4)
||Medial (n = 82)
||Lateral (n = 28)
||Crossover (n = 42)
||Medial (n = 74)
|Sensation, force (g) 25th-75th percentiles (median)
|Ankle dorsiflexion torque
||0.60 ± 0.54a
||0.53 ± 0.53
||0.37 ± 0.43
||0.77 ± 0.64a
||0.44 ± 0.53
||0.42 ± 0.39
|Ankle plantar flexion torque
||0.37 ± 0.44
||0.33 ± 0.33
||0.35 ± 0.04
||0.77 ± 0.48a,b
||0.31 ± 0.27c
||0.24 ± 0.33
|Hip abduction torque
||0.65 ± 0.14
||0.38 ± 0.36
||0.64 ± 0.24
||0.75 ± 0.20a,b
||0.61 ± 0.19
||0.65 ± 0.16
aP ≤ 0.025 between lateral and medial.
bP ≤ 0.025 between lateral and crossover.
cP ≤ 0.025 between crossover and medial.
This study investigated protective stepping characteristics induced by lateral balance perturbations and the impact of selected sensorimotor deficits on stepping performance in individuals with chronic stroke. The main finding was that participants were less likely to step laterally with the paretic leg when perturbed toward the paretic side, especially when the cutaneous sensation of the paretic foot was not intact. Steps taken laterally with the paretic limb had an increased M-L length and decreased floor clearance height compared with lateral steps taken with the nonparetic limb.
Previous studies in generally healthy older adults have shown that multiple M-L balance recovery steps are a potent predictor of prospective falls.21,32 In this study, regardless of the direction of the pull, almost 70% of all trials resulted in multiple steps. These findings would indicate that participants had difficulty with recovering their balance when challenged to either their paretic or nonparetic side. Multiple steps are indicative of a less biomechanically stable first step requiring that additional steps be taken to stop the movement of the COM.39,40 Whether or not the multiple-step behavior is an indicator of increased fall risk after stroke may be important for understanding balance recovery and designing interventions to prevent falls. Further investigation is needed to determine whether multiple steps to recover M-L balance is predictive of falls in people with chronic stroke.
Overall, the nonparetic limb was used more frequently to recover balance especially when pulled toward the paretic side. The decreased use of the paretic limb has been reported in other studies examining anterior perturbations.11,19,20 Efficient use of the paretic limb is necessary for balance recovery, especially when the direction of lateral challenge limits the use of one limb through imposed changes in limb loading (eg, nonparetic leg). Thus, recovery of balance due to biomechanical constraints may require responding with the other limb (eg, paretic leg). In this study, the characteristics of the first step illustrate both the challenges and compensations necessary to step with the paretic leg when pulled toward the paretic side. The leg used for the first step may indicate better muscle force and power production capacity of that side or an inability to respond with the paretic limb based on diminished cutaneous sensation or reduced muscle strength. In older adults, deficits in these muscles can be used to discriminate fallers from nonfallers.21 Thus, interventions focused on paretic limb stepping appears to be important for enhancing balance recovery.
In older adults, crossover steps are used more frequently to recover lateral balance, whereas younger adults favor lateral steps.27 Lateral steps increase the BOS and commonly result in 1 step, whereas crossover steps are riskier due to interlimb collisions and multiple steps. The step type used suggests a greater risk of falling in older adults, because fallers more frequently take medial steps than nonfallers.41 One plausible reason for favoring medial stepping is diminished somatosensation. In a study examining healthy individuals,42 with sensation intact, a lateral step was mainly used to recover balance from a supporting surface translation. After hypothermic anesthesia disrupted the sensation of the plantar aspect of the feet, medial or crossover steps were more commonly used. The cutaneous afferents from the plantar surface mechanoreceptors of the feet provide significant sensory input to control standing balance.43 Hence, the increased likelihood of using reactive sensorimotor mechanisms in responding to externally applied perturbations would mean a greater reliance on sensory feedback systems. The impaired cutaneous sensation of the feet may result in detection errors of the center of pressure beneath the feet in relation to the position and motion of body's COM and the stability margin of the BOS.44 In our study, a lateral step of the paretic leg was initiated with comparatively mild deficits in paretic foot cutaneous sensation, and a crossover or medial step was used when the cutaneous sensation of the paretic foot was impaired. The reverse was true when pulled toward the nonparetic side. Nonparetic lateral steps occurred with greater cutaneous sensory impairments of the paretic limb, which may indicate an unwillingness or inability to use the paretic limb. Thus, the functional status of the responding leg, rather than the type of step, may be a more important factor to consider in balance recovery in those with stroke. Overall, decreased sensory information from the paretic foot appeared to be a significant contributor to dynamic balance deficits, as it has an impact on the step type used for balance recovery after stroke.
In forward stepping, bipedal body weight support is usually transferred to the impending single-stance leg before a step is initiated. For lateral perturbations, the passive change in limb loading due to the sideways perturbation assists with the weight transfer and allows for a faster step initiation with the unloaded leg.32,45 This observation was corroborated by the faster onset times for the crossover and medial steps, which were earlier than the lateral step onset time regardless of the pull direction. Many individuals took advantage of the passively unloaded leg to initiate a faster step. However, these strategies were used more frequent when pulled toward the paretic side than the nonparetic side, as indicated by the fewer paretic lateral steps. Changes in the capacity to generate the required hip abductor torque at the required rate for an initial lateral step may be impaired by paresis or sensory changes found after stroke.
This study has several limitations, including a small sample size, and the results would only apply to community-dwelling ambulatory individuals with chronic stroke. The replication of falls in the laboratory environment differs from naturally occurring circumstances because falls are unexpected. Participants were aware of an impending perturbation, although velocity-displacement-acceleration was not known. Responses are in a feedback manner, which is similar to many naturally occurring events involving external perturbations.
Effectively responding to lateral challenges to standing balance in people with chronic stroke is difficult, requiring multiple steps that are commonly initiated with the nonparetic leg. The step type appears to be partly determined by the level of paretic foot cutaneous sensation. The unwillingness or limited ability to step with the paretic leg was evident when pulled toward the paretic side. Individuals unable to use both legs to initiate a protective step may have a higher risk for falls. Thus, interventions targeting increasing paretic limb use for maintaining balance may be necessary for reducing falls.
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