J Knee Surg 2022; 35(06): 692-697
DOI: 10.1055/s-0040-1716852
Original Article

Immediate Postoperative Improvement in Gait Parameters following Primary Total Knee Arthroplasty Can Be Measured with an Insole Sensor Device

1   Department of Orthopaedics, University of Utah, Salt Lake City, Utah
2   Department of General, Trauma and Reconstructive Surgery, Munich University Hospital LMU, Munich, Germany
,
Priscila Monteiro
1   Department of Orthopaedics, University of Utah, Salt Lake City, Utah
,
Jeremy Gililland
1   Department of Orthopaedics, University of Utah, Salt Lake City, Utah
,
Mike B. Anderson
1   Department of Orthopaedics, University of Utah, Salt Lake City, Utah
,
Wolfgang Böcker
2   Department of General, Trauma and Reconstructive Surgery, Munich University Hospital LMU, Munich, Germany
,
Marissa Stagg
1   Department of Orthopaedics, University of Utah, Salt Lake City, Utah
,
Christian Kammerlander
2   Department of General, Trauma and Reconstructive Surgery, Munich University Hospital LMU, Munich, Germany
,
Carl Neuerburg
2   Department of General, Trauma and Reconstructive Surgery, Munich University Hospital LMU, Munich, Germany
,
Christopher Pelt
1   Department of Orthopaedics, University of Utah, Salt Lake City, Utah
› Author Affiliations
Funding D.P. was funded by Deutsche Forschungsgemeinschaft/Max Kade Foundation, with a Postdoctoral Research Fellowship, PF 939/1-0. Further the LS Peery Research Foundation funded a Seed Grant for this study.

Abstract

Total knee arthroplasty (TKA) improves the quality of life in those suffering from debilitating arthritis of the knee. However, little is known about the influence of TKA on restoring physical function. Prior studies have used artificial means, such as instrumented treadmills, to assess physical function after TKA. In this study an insole sensor device was used to quantify parameters of gait. The purpose of this study was to evaluate the ability of a wearable insole sensor device to measure immediate postoperative gait parameters at 2 weeks and 6 weeks following primary TKA and to determine if the device was suitable and sensitive enough to identify and measure potentially subtle changes in these measures at these early postoperative time periods. Twenty-nine patients with unilateral TKA, without contralateral knee pain, and aid-free walking before surgery were evaluated. An insole force sensor measured the postoperative parameters while walking a distance of 40 m on level ground at 2 and 6 weeks after TKA. The loading rate of the operated lower extremity was an average of 68.7% of the contralateral side at 2 weeks post-surgery and increased to 82.1% at 6 weeks post-surgery (p < 0.001). The mean gait speed increased from 0.75 to 1.02 m/s, (p < 0.001) and cadence increased from 82.9 to 99.9 steps/min (p < 0.001), while the numeric pain scale at rest decreased from 3.5/10 to 2.2/10, (p < 0.001) and the pain while walking from 3.9/10 to 2.4/10, (p < 0.001) from 2 to 6 weeks post-surgery. A significant improvement in gait parameters is detectable in the first 6 weeks after surgery with the use of a wearable insole device. As the gait speed and cadence increase and the VAS pain level decreases, the loading rate and average peak force begin to normalize. This device may allow for early gait analysis and have potential clinical utility in detecting early differences in patients' functional status following TKA.



Publication History

Received: 17 April 2019

Accepted: 09 August 2020

Article published online:
25 November 2020

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  • References

  • 1 Noble PC, Gordon MJ, Weiss JM, Reddix RN, Conditt MA, Mathis KB. Does total knee replacement restore normal knee function?. Clin Orthop Relat Res 2005; (431) 157-165
  • 2 Kagan R, Anderson MB, Christensen JC, Peters CL, Gililland JM, Pelt CE. The recovery curve for the patient-reported outcomes measurement information system patient-reported physical function and pain interference computerized adaptive tests after primary total knee arthroplasty. J Arthroplasty 2018; 33 (08) 2471-2474
  • 3 Bourne RB, Chesworth BM, Davis AM, Mahomed NN, Charron KDJ. Patient satisfaction after total knee arthroplasty: who is satisfied and who is not?. Clin Orthop Relat Res 2010; 468 (01) 57-63
  • 4 Choi Y-J, Ra HJ. Patient satisfaction after total knee arthroplasty. Knee Surg Relat Res 2016; 28 (01) 1-15
  • 5 Heikkilä A, Sevander-Kreus N, Häkkinen A. et al. Effect of total knee replacement surgery and postoperative 12 month home exercise program on gait parameters. Gait Posture 2017; 53: 92-97
  • 6 Martin JR, Jennings JM, Watters TS, Levy DL, McNabb DC, Dennis DA. Femoral implant design modification decreases the incidence of patellar crepitus in total knee arthroplasty. J Arthroplasty 2017; 32 (04) 1310-1313
  • 7 Dingwell JB, Davis BL, Frazier DM. Use of an instrumented treadmill for real-time gait symmetry evaluation and feedback in normal and trans-tibial amputee subjects. Prosthet Orthot Int 1996; 20 (02) 101-110
  • 8 Barrios JA, Crossley KM, Davis IS. Gait retraining to reduce the knee adduction moment through real-time visual feedback of dynamic knee alignment. J Biomech 2010; 43 (11) 2208-2213
  • 9 Pfeufer D, Gililland J, Böcker W, Kammerlander C, Anderson M, Krähenbühl N. et al. Training with biofeedback devices improves clinical outcome compared to usual care in patients with unilateral TKA: a systematic review. Knee Surg Sports Traumatol Arthrosc 2019; 27 (05) 1611-1620
  • 10 Milner CE. Is gait normal after total knee arthroplasty? Systematic review of the literature. J Orthop Sci 2009; 14 (01) 114-120
  • 11 Baur H, Hirschmüller A, Müller S, Gollhofer A, Mayer F. Muscular activity in treadmill and overground running. Isokinet Exerc Sci 2007; 15 (03) 165-171
  • 12 Yang F, King GA. Dynamic gait stability of treadmill versus overground walking in young adults. J Electromyogr Kinesiol 2016; 31: 81-87
  • 13 Tao W, Liu T, Zheng R, Feng H. Gait analysis using wearable sensors. Sensors (Basel) 2012; 12 (02) 2255-2283
  • 14 Crea S, Donati M, De Rossi SMM, Oddo CM, Vitiello N. A wireless flexible sensorized insole for gait analysis. Sensors (Basel) 2014; 14 (01) 1073-1093
  • 15 Chesnin KJ, Selby-Silverstein L, Besser MP. Comparison of an in-shoe pressure measurement device to a force plate: concurrent validity of center of pressure measurements. Gait Posture 2000; 12 (02) 128-133
  • 16 Burns GT, Zendler JD, Zernicke RF. Wireless insoles to measure ground reaction forces: step-bystep validity in hopping, walking, and running. ISBS Proc Arch 2017; 35 (01) 255
  • 17 Braun BJ, Bushuven E, Hell R. et al. A novel tool for continuous fracture aftercare—clinical feasibility and first results of a new telemetric gait analysis insole. Injury 2016; 47 (02) 490-494
  • 18 Kammerlander C, Pfeufer D, Lisitano LA, Mehaffey S, Böcker W, Neuerburg C. Inability of older adult patients with hip fracture to maintain postoperative weight-bearing restrictions. J Bone Joint Surg Am 2018; 100 (11) 936-941
  • 19 Burns GT, Deneweth Zendler J, Zernicke RF. Validation of a wireless shoe insole for ground reaction force measurement. J Sports Sci 2019; 37 (10) 1129-1138
  • 20 Peebles AT, Maguire LA, Renner KE, Queen RM. Validity and repeatability of single-sensor Loadsol insoles during landing. Sensors (Basel) 2018; 18 (12) 4082
  • 21 Seiberl W, Jensen E, Merker J, Leitel M, Schwirtz A. Accuracy and precision of Loadsol® insole force-sensors for the quantification of ground reaction force-based biomechanical running parameters. Eur J Sport Sci 2018; 18 (08) 1100-1109
  • 22 Renner KE, Williams DSB, Queen RM. The reliability and validity of the Loadsol® under various walking and running conditions. Sensors (Basel) 2019; 19 (02) E265
  • 23 Heeren T, D'Agostino R. Robustness of the two independent samples t-test when applied to ordinal scaled data. Stat Med 1987; 6 (01) 79-90
  • 24 Sullivan LM, D'Agostino Sr RB. Robustness and power of analysis of covariance applied to ordinal scaled data as arising in randomized controlled trials. Stat Med 2003; 22 (08) 1317-1334
  • 25 Norman G. Likert scales, levels of measurement and the “laws” of statistics. Adv Health Sci Educ Theory Pract 2010; 15 (05) 625-632
  • 26 McClelland JA, Webster KE, Feller JA. Gait analysis of patients following total knee replacement: a systematic review. Knee 2007; 14 (04) 253-263
  • 27 Naili JE, Wretenberg P, Lindgren V, Iversen MD, Hedström M, Broström EW. Improved knee biomechanics among patients reporting a good outcome in knee-related quality of life one year after total knee arthroplasty. BMC Musculoskelet Disord 2017; 18 (01) 122
  • 28 Naili JE, Iversen MD, Esbjörnsson A-C. et al. Deficits in functional performance and gait one year after total knee arthroplasty despite improved self-reported function. Knee Surg Sports Traumatol Arthrosc 2017; 25 (11) 3378-3386
  • 29 Christensen JC, LaStayo PC, Marcus RL. et al. Visual knee-kinetic biofeedback technique normalizes gait abnormalities during high-demand mobility after total knee arthroplasty. Knee 2018; 25 (01) 73-82
  • 30 Christiansen CL, Bade MJ, Davidson BS, Dayton MR, Stevens-Lapsley JE. Effects of weight-bearing biofeedback training on functional movement patterns following total knee arthroplasty: a randomized controlled trial. J Orthop Sports Phys Ther 2015; 45 (09) 647-655
  • 31 Baláš J, Panáčková M, Jandová S. et al. The effect of climbing ability and slope inclination on vertical foot loading using a novel force sensor instrumentation system. J Hum Kinet 2014; 44: 75-81
  • 32 Lenguerrand E, Wylde V, Gooberman-Hill R. et al. Trajectories of pain and function after primary hip and knee arthroplasty: the ADAPT cohort study. PLoS One 2016; 11 (02) e0149306
  • 33 Rolfson O, Bohm E, Franklin P. Patient-Reported Outcome Measures Working Group of the International Society of Arthroplasty Registries. et al. Patient-reported outcome measures in arthroplasty registries. Acta Orthop 2016; 87 (Suppl. 01) 9-23
  • 34 Price C, Parker D, Nester C. Validity and repeatability of three in-shoe pressure measurement systems. Gait Posture 2016; 46: 69-74