- Research article
- Open Access
- Open Peer Review
This article has Open Peer Review reports available.
Effects of sensorimotor training volume on recovery of sensorimotor function in patients following lower limb arthroplasty
© Pohl et al. 2015
Received: 15 January 2015
Accepted: 23 July 2015
Published: 19 August 2015
Sensorimotor function is degraded in patients after lower limb arthroplasty. Sensorimotor training is thought to improve sensorimotor skills, however, the optimal training stimulus with regard to volume, frequency, duration, and intensity is still unknown. The aim of this study, therefore, was to firstly quantify the progression of sensorimotor function after total hip (THA) or knee (TKA) arthroplasty and, as second step, to evaluate effects of different sensorimotor training volumes.
58 in-patients during their rehabilitation after THA or TKA participated in this prospective cohort study. Sensorimotor function was assessed using a test battery including measures of stabilization capacity, static balance, proprioception, and gait, along with a self-reported pain and function. All participants were randomly assigned to one of three intervention groups performing sensorimotor training two, four, or six times per week. Outcome measures were taken at three instances, at baseline (pre), after 1.5 weeks (mid) and at the conclusion of the 3 week program (post).
All measurements showed significant improvements over time, with the exception of proprioception and static balance during quiet bipedal stance which showed no significant main effects for time or intervention. There was no significant effect of sensorimotor training volume on any of the outcome measures.
We were able to quantify improvements in measures of dynamic, but not static, sensorimotor function during the initial three weeks of rehabilitation following TKA/THA. Although sensorimotor improvements were independent of the training volume applied in the current study, long-term effects of sensorimotor training volume need to be investigated to optimize training stimulus recommendations.
Clinical trial registration number: DRKS00007894
In the progression of osteoarthritis (OA), sensorimotor skills including proprioception [1, 2], static and dynamic balance , and neuromuscular control are known to degrade in response to pain avoidance and advancing inactivity. These sensorimotor deficiencies typically manifest as modified movement patterns and muscle weakness [4, 5] and have been shown to persist even after joint replacement. For instance, Thewlis et al.  observed persistent asymmetric load distribution in TKA patients 6 months after surgery and Levinger et al.  described proprioceptive deficits that remained for at least 12 months following TKA surgery. Similarly, Judd et al.  observed sensorimotor deficits following THA, with both strength and functional performance deficits persisting for at least one year after joint replacement.
Despite evidence that a full recovery of sensorimotor function is unlikely to occur within twelve months of THA or TKA , there is emerging evidence that sensorimotor function can be improved through dedicated sensorimotor training. For instance, Zech et al.  found that sensorimotor training improved dynamic balance in ankle sprain patients and resulted in a faster activation of hamstring muscles after a sudden perturbation of stance in patients with anterior cruciate ligament rupture. Similarly, sensorimotor training has been shown to produce positive effects on the response of hip OA and THA patients to sudden displacements , improve walking time and reduce knee reposition error in knee OA patients compared to strength training .
Along with muscular strengthening, joint flexibility training, and pain management, sensorimotor training has now become an integral part of rehabilitation guidelines following THA and TKA. However, evidence-based recommendations for sensorimotor training, particularly in post-operative rehabilitation programs, are currently lacking. Current guidelines are based mainly on anecdotal evidence and practical experience. Empirical evidence regarding the optimal sensorimotor training dose and the effects of training volume, frequency, duration, and intensity are still to be explored [1, 12–14].
The first purpose of the current study, therefore, was to quantify the progression of sensorimotor function during inpatient rehabilitation after THA and TKA. The second purpose was to evaluate the effects of sensorimotor training volume on sensorimotor function. We hypothesized that higher sensorimotor training volumes would improve sensorimotor function to a larger extent than lower training volumes.
Demographic data (mean ± 1SD) of the treatment groups
63.3 ± 10.3
61.1 ± 9.7
57.5 ± 15.2
171.6 ± 10.7
174.5 ± 10.3
172.5 ± 7.5
79.2 ± 16.2
82.5 ± 18.8
86.4 ± 16.8
Days post op (days)
14.0 ± 2.4
13.3 ± 2.1
13.2 ± 3.5
50 / 50
60 / 40
44 / 56
40 / 60
27 / 73
39 / 61
All patients underwent three weeks of a standard rehabilitation protocol, which included exercise training, physical therapy, seminars, and educational group therapy. Within the standard rehabilitation protocol, patients also received a sensorimotor training program that included supervised exercise sessions involving three different therapeutic devices: (1) a balance pad (Balance Pad, Airex, Germany), (2) a ball cushion (Aero-Step® XL, Togu, Germany), and (3) a Proprio-Swing-System (systemreha GmbH & CO. KG, Germany). On each device, all sensorimotor exercises were conducted during quiet bipedal stance but the level of difficulty progressed from an ‘eyes open’ condition in the first week, through a ‘forward and backward leaning’ condition (within self-perceived limits of balance) during the second week and concluded with an ‘eyes closed’ condition in the third week. Sensorimotor exercises were undertaken for thirty seconds on each device, and were repeated six times within each training session. A thirty second rest period was provided between repetitions. Thus, in total, each sensorimotor training session lasted approximately 18 min including rest periods. In the regular rehabilitation protocol, the sensorimotor training session was scheduled six times per week. For this study three groups were established by adjusting the training volume from six, to four, and two sensorimotor training sessions per week.
Self-reported pain and function along with measures of stabilization capacity, static balance, proprioception and gait analysis were used as primary outcome measures. Outcome measures were taken at baseline (pre), and repeated after 1.5 weeks (mid) and at the conclusion of the 3 week program (post).
Preferred over-ground walking speed was determined over a distance of 13 m  using two double light barriers (TDS lightbarriers, Werthner Sport Consulting KG, Austria). Step length was measured over the central 5 m of the walkway using an OptoGait System (OptoGait, Microgate, Italy) with a spatial resolution of 1.04 cm and a sampling frequency of 1000 Hz. In the event, that a patient was unable to walk without walkers, step length was not measured.
Stabilization capacity was measured during bipedal stance on an oscillatory platform (Posturomed, Haider Bioswing, Germany)  that incorporated a provocation unit and a MicroSwing measuring system (three-dimensional acceleration sensor, Haider Bioswing, Germany). The provocation unit allowed for the precise displacement, fixation and the controlled release of the oscillatory platform. Patients were thereby exposed to a standardized horizontal unidirectional oscillatory stimulus and instructed to dampen the movement of the platform as quickly as possible to return to quite standing. Acceleration of the platform was measured over ten seconds and the procedure was repeated three times, with oscillations independently induced in both the medio-lateral and anterior-posterior directions. Proprietary software was subsequently used to calculate the stability index for each trial. The dimensionless index, which reflects the patient’s capacity to stabilize the oscillatory platform, ranged from 0 to 1000 with higher scores representing higher stabilization capacity. Average stability indices were calculated from the three trials undertaken in each direction to give rise to each patients’ anterior-posterior and medio-lateral stabilization capacity.
Static balance was assessed using previously published methods . In brief, displacement of the centre of pressure was recorded while patients stood as still as possible on a pressure platform (footscan® USB plate, RSscan International, Belgium) under four sequential experimental conditions; (1) bipedal stance with eyes open, (2) bipedal stance with eyes closed, (3) semi-tandem stance with the operated leg positioned anteriorly, and (4) semi-tandem stance with the operated leg positioned posteriorly. Balance data for each experimental condition were collected for 20 s at a sampling rate of 43.3 Hz . For each trial, the root mean square (RMS) of the displacement of the centre of pressure (COP) was calculated in both the medio-lateral and anterior-posterior directions and used in subsequent analysis.
Knee joint proprioception was assessed using the passive-active angle-reproduction test , conducted at target angles of 40° and 60° of knee flexion. Patients were seated on a height adjustable therapy chair with the knee of the operated leg positioned at 90 degrees of flexion. The foot was positioned on a low friction linear bearing, so that active and passive movement of the knee could be accomplished with minimal effort. A digital goniometer (accuracy: 0.1°, digital angle rule 200 mm, Trend, United Kingdom) was attached to the lateral aspect of the knee using Velcro straps with the angular point device positioned over the estimated joint centre. Patients were instructed to close their eyes throughout proprioception measurement. From the initial position of 90 degrees of flexion, the knee was then passively moved to a target angle of either 40 or 60 degrees. The target angle was maintained for four seconds before the knee was passively returned to the initial position. Patients were then requested to actively move their leg to reproduce the target angle. The absolute difference between the actively reproduced angle and the target angle was subsequently calculated and used for further analysis.
The German adaptation of the Lequesne Algofunctional Questionnaire  was used to assess self-perceived functional impairment, stiffness, and pain during activities of daily living. The questionnaire consisted of 11 items analysing pain (5 items), maximum walking distance (2 items) and activities of daily living (4 items). Scores can range from 0 to 24 and were subclassified according to the criteria of Nilsdoter, where a score of 0 represents “no handicap”, 1 – 4 reflects “mild handicap”, 5–7 represents “moderate handicap”, 8 – 10 reflects “severe handicap”, 11 – 13 represents “very severe handicap”, and a score ≥ 14 indicates an “extremely severe handicap” . The questionnaire takes approximately two minutes, on average, to complete and has been shown to have good acceptance among patients . The use of pain-modifying medication was recorded as a dichotomous variable prior to each measurement.
The Statistical Package for the Social Sciences (version 21, IBM, USA) was used for all statistical procedures. Kolmogorov–Smirnov tests were used to evaluate data for underlying assumptions of normality. Outcome variables were determined to be normally distributed, and consequently means and standard deviations have been used as summary statistics. Between–group differences in age and body anthropometry were investigated using one-way analysis of variance (ANOVA). The effect of time (pre, mid, post) and training volume (2, 4 or 6 sessions per week) on measures of static balance, proprioception and basic gait parameters were evaluated using two–way repeated measures ANOVA in which time (pre, mid, post) was treated as a within–subject factor. Significant effects for time were evaluated using post hoc paired t-tests. Partial effect size (η p 2 ) was calculated as an estimate of effect size. An alpha level of .05 was used for all univariate tests of significance.
One-way ANOVA demonstrated no difference between the three groups with respect to age, height and body weight at baseline (Table 1).
The first purpose of the study was to quantify the progression of sensorimotor function during inpatient rehabilitation using a test battery that included static and dynamic measures of sensorimotor function. We could observe improvements in gait parameters, postural stability and in self-reported function during the three week period of early recovery in THA and TKA patients. The improvements in walking velocity (for all groups ∆post-pre > +0.25 m/s) are considered to reflect a clinically meaningful change .
We observed significant improvements in stabilization capacity over the three week rehabilitation period. As sensorimotor training is known to improve the reaction of individuals to sudden disturbances of the support surface , we attribute a major contribution to the improved stabilization capacity of our patients to sensorimotor training but recognise potential time or learning effects may also play a role. While our results are consistent with those reported by Boeer et al. , we evaluated stabilization capacity during bipedal, rather than unipedal, stance since the majority of participants in our study were unable to stand on one leg without aid.
In contrast to the improvements in stabilization capacity, static balance improved only in the more challenging semi-tandem stance conditions (operated leg in front or behind). While the present experimental setup did not allow for a mechanistic explanation as to why control of quiet bipedal stance did not improve during rehabilitation periods, asymmetric load distribution is known to increase COP displacement during quiet stance and has been shown persist in TKA patients for at least six months following surgery [6, 23]. In light of the magnitude of load asymmetry that occurs following THA , however, this effect is likely too low to explain the impairment in postural control observed in the current study . Thus, our findings suggest that recovery of normal bipedal stance control is not improved with sensorimotor training and likely needs substantial time for recovery to occur, if at all. Semi-tandem stance conditions cause between 258–319 % (anterior-posterior) and 350–355 % (medio-lateral) more postural sway as compared to bipedal stance with open eyes at baseline. It remains questionable, whether improvements in these more challenging balance conditions are achieved through improved intra- and inter-muscular coordination or better sensorimotor control in general.
Proprioception, as defined by the angle reproduction measurement, showed no significant changes in any group over time. A trend towards an improvement can be seen at a target angle of 60°, however this was not statistically significant. For most of the TKA patients, particularly at baseline, replication of the 40° target angle was close to the upper limit of the available range of motion of the knee and was often coupled with pain. Thus, pain may have confounded measurements of proprioception in the current study and may also, in part, account for the inconsistent findings reported elsewhere in the recovery of joint-position sense in THA and TKA patients following surgery [26, 27]. While improvements have been reported by some studies following TKA , others have observed persistent deficits for up to twelve months following TKA .
The second purpose of the study was to evaluate the effects of sensorimotor training volume on sensorimotor function. In contrast to our hypothesis, we found that decreasing the training volume of sensorimotor training to fewer than six sessions per week had no significant effect on sensorimotor function in our cohort. There are several possible explanations for this observation.
First, it is possible that the sensorimotor training program may not affect the recovery of sensorimotor function during in-patient rehabilitation. However, other studies have shown that sensorimotor function improves with sensorimotor training during recovery from ankle sprain , following anterior cruciate ligament rupture , with knee osteoarthritis , TKA , and following THA .
Second, the training volume employed in the current study may not have been sufficient to induce neuromuscular adaptation. In the absence of recommendations on the intensity of sensorimotor training, however, the duration of the training program employed in the current study was designed to fall within the range that has been previously shown to have beneficial effects [28, 29].
Finally, while there is some evidence that increasing training to more than one session per week invokes additional sensorimotor benefit , it is possible that there is a ceiling effect, in which there is no additional benefit beyond two sensorimotor training sessions per week. It remains to be shown whether, in the course of further rehabilitation of THA or TKA, a higher training frequency leads to greater improvement in sensorimotor function.
This study has several limitations which should be considered when interpreting the results. First, pain sensation is known to influence proprioception , and by the patients’ general pain sensitivity, surgical outcome, and level of pain medication. During the course of our study, pain medication was reduced progressively on an individual basis, and hence might have influenced the sensorimotor function at different time points. Evidence of an effect of pain on sensorimotor function, however, is contradictory  and we observed no differences in the use of pain medication between groups. Moreover, despite a reduction in self-reported pain in our cohort over time, we observed no significant change in proprioception performance. Second, repeated measurements carry the risk of potential learning effects. To keep potential learning effects to a minimum, patients were exposed to the measurement devices for as short as possible and were not permitted to use the devices between measurements. Finally, there may be a temporal delay in the effects of training on sensorimotor performance. Previous research, however, has shown improvements in dynamic balance tasks and structural reorganization of grey and white matter after as little as two 45-min training session within two weeks . Despite these limitations, we believe this study provides clinically relevant insights into the progress of sensorimotor function and the effects of sensorimotor training volume during the early recovery following total hip or knee arthroplasty. Further research investigating potential differential effects of sensorimotor training on TKA and THA patients over a longer duration of recovery is warranted.
We were able to quantify improvements in measures of dynamic, but not static, sensorimotor function during the initial three weeks of recovery from TKA or THA. Sensorimotor improvements were independent of sensorimotor training volume, as sensorimotor performance did not differ with weekly training volumes of two, four or six sessions. Thus, in contrast to common clinical practise, greater volume of sensorimotor training during rehabilitation does not necessarily lead to better sensorimotor function. Further research investigating the effect of training volume and its long-term effects are needed, however, before definitive recommendations regarding optimal training stimulus (magnitude, frequency, duration) can be formulated.
The Authors would like to thank Medical Park Bad Wiessee St. Hubertus for supporting the work by providing patients and facilities.
Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
- Cammarata ML, Schnitzer TJ, Dhaher YY. Does knee osteoarthritis differentially modulate proprioceptive acuity in the frontal and sagittal planes of the knee? Arthritis Rheum. 2011;63:2681–9.View ArticlePubMedPubMed CentralGoogle Scholar
- Bizzini M, Boldt J, Munzinger U, Drobny T. Rehabilitationsrichtlinien nach Knieendoprothesen. Orthopade. 2003;32:527–34.PubMedGoogle Scholar
- Bitterli R, Sieben JM, Hartmann M, De Bruin ED. Pre-surgical sensorimotor training for patients undergoing total hip replacement: a randomised controlled trial. Int J Sports Med. 2011;32:725–32.View ArticlePubMedGoogle Scholar
- Davidson BS, Judd DL, Thomas AC, Mizner RL, Eckhoff DG, Stevens-Lapsley JE. Muscle activation and coactivation during five-time-sit-to-stand movement in patients undergoing total knee arthroplasty. J Electromyogr Kinesiol. 2013;23:1485–93.View ArticlePubMedGoogle Scholar
- Dwyer MK, Stafford K, Mattacola CG, Uhl TL, Giordani M. Comparison of gluteus medius muscle activity during functional tasks in individuals with and without osteoarthritis of the hip joint. Clin Biomech (Bristol, Avon). 2013;28:757–61.View ArticleGoogle Scholar
- Thewlis D, Hillier S, Hobbs SJ, Richards J. Preoperative asymmetry in load distribution during quite stance persist following total knee arthroplasty. Knee Surg Sports Traumatol Arthrosc. 2014;22:609–14.View ArticlePubMedGoogle Scholar
- Judd DL, Dennis DA, Thomas AC, Wolfe P, Dayton MR, Stevens-Lapsley JE. Muscle strength and functional recovery during the first year after THA. Clin Orthop Relat Res. 2014;472:654–64.View ArticlePubMedGoogle Scholar
- Levinger P, Menz HB, Morrow AD, Wee E, Feller JA, Bartlett JR, et al. Lower limb proprioception deficits persist following knee replacement surgery despite improvements in knee extension strength. Knee Surg Sports Traumatol Arthrosc. 2012;20:1097–103.View ArticlePubMedGoogle Scholar
- Zech A, Hübscher M, Vogt L, Banzer W, Hänsel F, Pfeifer K. Neuromuscular training for rehabilitation of sports injuries. Med Sci Sports Exerc. 2009;41:1831–41.View ArticlePubMedGoogle Scholar
- Boeer J, Mueller O, Krauss I, Haupt G, Axmann D, Horstmann T. Effects of a sensory-motor exercise program for older adults with osteoarthritis or prosthesis of the hip using measurements made by the posturomed oscillatory platform. J Geriatr Phys Ther. 2010;33:10–5.PubMedGoogle Scholar
- Lin D, Lin CJ, Lin Y, Jan M. Efficacy of 2 non-weight-bearing interventions, proprioception training versus strength training, for patients with knee osteoarthritis. A randomized clinical trial. J Orthop Sports Phys Ther. 2009;39:450–7.View ArticlePubMedGoogle Scholar
- Khan F, Ng L, Gonzalez S, Hale T, Turner-Stokes L. Multidisciplinary rehabilitation programmes following joint replacement at the hip and knee in chronic arthropathy. Cochrane Database Syst Rev. 2008;16(2):CD004957.Google Scholar
- Piva SR, Gil AB, Almeida GJM, DiGioia AM, Levison TJ, Fitzgerald GK. A balance exercise program appears to improve function for patients with total knee arthroplasty: a randomized clinical trial. Phys Ther. 2010;90:880–94.View ArticlePubMedPubMed CentralGoogle Scholar
- Falbrede I, Widmer M, Kurtz S, Schneidmüller D, Dudda M, Röder C. Verwendungsraten von prothesen der unteren extremität in deutschland und der schweiz. Orthopade. 2011;40:793–801.View ArticlePubMedGoogle Scholar
- Ryf C, Weymann A. The neutral zero method — a principle of measuring joint function. Injury. 1995;26:1–11.View ArticleGoogle Scholar
- Marks R. Reliability and validity of self-paced walking time measures for knee osteoarthritis. Arthritis Care Res. 1994;7:50–3.View ArticlePubMedGoogle Scholar
- Raymakers J, Samson M, Verhaar H. The assessment of body sway and the choice of the stability parameter(s). Gait Posture. 2005;21:48–58.View ArticlePubMedGoogle Scholar
- Faucher M, Poiraudeau S, Lefevre-Colau MM, Rannou F, Fermanian J, Revel M. Algo-functional assessment of knee osteoarthritis. Comparison of the test–retest reliability and construct validity of the Womac and Lequesne indexes. Osteoarthritis Cartilage. 2002;10:602–10.View ArticlePubMedGoogle Scholar
- Ludwig F, Melzer C, Grimmig H, Daalmann HH. Cross cultural adaptation of the lequesne algofunctional indicies for german speaking patients with ostheoarthritis of the hipa and the knee. Rehabilitation. 2002;41:249–57.View ArticlePubMedGoogle Scholar
- Nilsdotter A, Bremander A. Measures of hip function and symptoms: Harris Hip Score (HHS), Hip Disability and Osteoarthritis Outcome Score (HOOS), Oxford Hip Score (OHS), Lequesne Index of Severity for Osteoarthritis of the Hip (LISOH), and American Academy of Orthopedic Surgeons (AAOS) Hip and Knee Questionnaire. Arthritis Care Res. 2011;63:200–7.View ArticleGoogle Scholar
- Perera S, Mody SH, Woodman RC, Studenski SA. Meaningful change and responsiveness in common physical performance measures in older adults. J Am Geriatr Soc. 2006;54:743–9.View ArticlePubMedGoogle Scholar
- Boeer J, Mueller O, Krauss I, Haupt G, Horstmann T. Reliability of a measurement technique to characterise standing properties and to quantify balance capabilities of healthy subjects on an unstable oscillatory platform (posturomed). Sportverletz Sportschaden. 2010;24:40–5.View ArticlePubMedGoogle Scholar
- Schwartz I, Kandel L, Sajina A, Litinezki D, Herman A, Mattan Y. Balance is an important predictive factor for quality of life and function after primary total knee replacement. J Bone Joint Surg Br. 2012;94:782–6.View ArticlePubMedGoogle Scholar
- Brauner T, Wearing S, Rämisch E, Zillober M, Horstmann T. Can measures of limb loading and dynamic stability during the squat maneuver provide an index of early functional recovery after unilateral total hip arthroplasty? Arch Phys Med Rehabil. 2014;95:1946–53.View ArticlePubMedGoogle Scholar
- Genthon N, Rougier P. Influence of an asymmetrical body weight distribution on the control of undisturbed upright stance. J Biomech. 2005;38:2037–49.View ArticlePubMedGoogle Scholar
- Barrett DS, Cobb AG, Bentley G. Joint proprioception in normal, osteoarthritic and replaced knees. J Bone Joint Surg Br. 1991;73:53–6.PubMedGoogle Scholar
- Smith TO, King JJ, Hing CB. The effectiveness of proprioceptive-based exercise for osteoarthritis of the knee: a systematic review and meta-analysis. Rheumatol Int. 2012;32:3339–51.View ArticlePubMedGoogle Scholar
- Zech A, Hübscher M, Vogt L, Banzer W, Hänsel F, Pfeifer K. Balance training for neuromuscular control and performance enhancement: a systematic review. J Athl Train. 2010;45:392–403.View ArticlePubMedPubMed CentralGoogle Scholar
- Sugimoto D, Myer GD, Barber F, Kim D, Hewett TE. Dosage effects of neuromuscular training intervention to reduce anterior cruciate ligament injuries in female athletes: meta- and Sub-group analyses. Sports Med. 2014;44:551–62.View ArticlePubMedPubMed CentralGoogle Scholar
- Shakoor N, Furmanov S, Nelson DE, Li Y, Block JA. Pain and its relationship with muscle strength and proprioception in knee OA: results of an 8-week home exercise pilot study. J Musculoskelet Neuronal Interact. 2008;8:35–42.PubMedGoogle Scholar
- Taubert M, Draganski B, Anwander A, Müller K, Horstmann A, Villringer A, et al. Dynamic properties of human brain structure: learning-related changes in cortical areas and associated fiber connections. J Neurosci. 2010;30:11670–7.View ArticlePubMedGoogle Scholar