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Published in: Knee Surgery, Sports Traumatology, Arthroscopy 3/2023

Open Access 29-11-2022 | kNEE

Patient-reported impairment following TKA is reduced when a computationally simulated predicted ideal alignment is achieved

Authors: Joshua Twiggs, Brad Miles, David Parker, David Liu, Andrew Shimmin, Brett Fritsch, Justin Roe, Jonathan Baré, Michael Solomon, David Dickison, Stephen McMahon, Richard Boyle, Len Walter

Published in: Knee Surgery, Sports Traumatology, Arthroscopy | Issue 3/2023

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Abstract

Purpose

Joint dynamics following Total Knee Arthroplasty (TKA) may influence patient-reported outcome. Simulations allow many knee alignment approaches to a single patient to be considered prior to surgery. The simulated kinematics can be matched to patient-reported outcome to predict kinematic patterns most likely to give the best outcome. This study aims to validate one such previously developed algorithm based on a simulated deep knee bend (the Dynamic Knee Score, DKS).

Methods

1074 TKA patients with pre- and post-operative Computerised Tomography (CT) scans and 12-month post-operative Knee Injury and Osteoarthritis Outcomes (KOOS) Scores were identified from the 360 Med Care Joint Registry. Landmarking and registration of implant position was performed on all CT scans, and each of the achieved TKAs was computationally simulated and received a predictive outcome score from the DKS. In addition, a set of potential alternative surgical plans which might have been followed were simulated. Comparison of patient-reported issues and DKS score was evaluated in a counter-factual study design.

Results

Patient-reported impairment with the knee catching and squatting was shown to be 30% lower (p = 0.005) and 22% lower (p = 0.026) in patients where the best possible DKS result was the one surgically achieved. Similar findings were found relating attainment of the best tibial slope and posterior femoral resection DKS plans to patient-reported difficulty straightening the knee (40% less likely, p < 0.001) and descending stairs (35% less likely, p = 0.006).

Conclusion

The DKS has been shown to correlate with presence of patient-reported impairments post-TKA and the resultant algorithm can be applied in a pre-operative planning setting. Outcome optimization in the future may come from patient-specific selection of an alignment strategy and simulations may be a technological enabler of this trend.

Level of evidence.

III (Retrospective Cohort Study).
Literature
1.
go back to reference Abdel-Rahman EM, Hefzy MS (1998) Three-dimensional dynamic behaviour of the human knee joint under impact loading. Med Eng Phys 20:276–290CrossRefPubMed Abdel-Rahman EM, Hefzy MS (1998) Three-dimensional dynamic behaviour of the human knee joint under impact loading. Med Eng Phys 20:276–290CrossRefPubMed
2.
go back to reference Bell SW, Young P, Drury C, Smith J, Anthony I, Jones B et al (2014) Component rotational alignment in unexplained painful primary total knee arthroplasty. Knee 21:272–277CrossRefPubMed Bell SW, Young P, Drury C, Smith J, Anthony I, Jones B et al (2014) Component rotational alignment in unexplained painful primary total knee arthroplasty. Knee 21:272–277CrossRefPubMed
3.
go back to reference Bellemans J, Banks S, Victor J, Vandenneucker H, Moemans A (2002) Fluoroscopic analysis of the kinematics of deep flexion in total knee arthroplasty. Influence of posterior condylar offset. J Bone Joint Surg Br 84:50–53CrossRefPubMed Bellemans J, Banks S, Victor J, Vandenneucker H, Moemans A (2002) Fluoroscopic analysis of the kinematics of deep flexion in total knee arthroplasty. Influence of posterior condylar offset. J Bone Joint Surg Br 84:50–53CrossRefPubMed
4.
go back to reference Beswick AD, Wylde V, Gooberman-Hill R, Blom A, Dieppe P (2012) What proportion of patients report long-term pain after total hip or knee replacement for osteoarthritis? A systematic review of prospective studies in unselected patients. BMJ Open 2:e000435CrossRefPubMedPubMedCentral Beswick AD, Wylde V, Gooberman-Hill R, Blom A, Dieppe P (2012) What proportion of patients report long-term pain after total hip or knee replacement for osteoarthritis? A systematic review of prospective studies in unselected patients. BMJ Open 2:e000435CrossRefPubMedPubMedCentral
5.
go back to reference Blakeney W, Clement J, Desmeules F, Hagemeister N, Riviere C, Vendittoli PA (2019) Kinematic alignment in total knee arthroplasty better reproduces normal gait than mechanical alignment. Knee Surg Sports Traumatol Arthrosc 27:1410–1417CrossRefPubMed Blakeney W, Clement J, Desmeules F, Hagemeister N, Riviere C, Vendittoli PA (2019) Kinematic alignment in total knee arthroplasty better reproduces normal gait than mechanical alignment. Knee Surg Sports Traumatol Arthrosc 27:1410–1417CrossRefPubMed
6.
go back to reference Braileanu P, Bou-Saïd B, Simion I, Stoica G (2019) Method of extracting hip joint bones from C.T. images in order to perform static F.E.A. study. UPB Scientific Bulletin, series D: Mechanical Engineering D: 1454–2358 Braileanu P, Bou-Saïd B, Simion I, Stoica G (2019) Method of extracting hip joint bones from C.T. images in order to perform static F.E.A. study. UPB Scientific Bulletin, series D: Mechanical Engineering D: 1454–2358
7.
go back to reference Calliess T, Bauer K, Stukenborg-Colsman C, Windhagen H, Budde S, Ettinger M (2017) PSI kinematic versus non-PSI mechanical alignment in total knee arthroplasty: a prospective, randomized study. Knee Surg Sports Traumatol Arthrosc 25:1743–1748CrossRefPubMed Calliess T, Bauer K, Stukenborg-Colsman C, Windhagen H, Budde S, Ettinger M (2017) PSI kinematic versus non-PSI mechanical alignment in total knee arthroplasty: a prospective, randomized study. Knee Surg Sports Traumatol Arthrosc 25:1743–1748CrossRefPubMed
8.
go back to reference Chang JS, Kayani B, Wallace C, Haddad FS (2021) Functional alignment achieves soft-tissue balance in total knee arthroplasty as measured with quantitative sensor-guided technology. Bone Joint J 103-B:507–514CrossRefPubMed Chang JS, Kayani B, Wallace C, Haddad FS (2021) Functional alignment achieves soft-tissue balance in total knee arthroplasty as measured with quantitative sensor-guided technology. Bone Joint J 103-B:507–514CrossRefPubMed
9.
go back to reference Cho KJ, Seon JK, Jang WY, Park CG, Song EK (2018) Objective quantification of ligament balancing using VERASENSE in measured resection and modified gap balance total knee arthroplasty. BMC Musculoskelet Disord 19:266CrossRefPubMedPubMedCentral Cho KJ, Seon JK, Jang WY, Park CG, Song EK (2018) Objective quantification of ligament balancing using VERASENSE in measured resection and modified gap balance total knee arthroplasty. BMC Musculoskelet Disord 19:266CrossRefPubMedPubMedCentral
11.
go back to reference Dossett HG, Estrada NA, Swartz GJ, LeFevre GW, Kwasman BG (2014) A randomised controlled trial of kinematically and mechanically aligned total knee replacements: two-year clinical results. Bone Joint J 96-B:907–913CrossRefPubMed Dossett HG, Estrada NA, Swartz GJ, LeFevre GW, Kwasman BG (2014) A randomised controlled trial of kinematically and mechanically aligned total knee replacements: two-year clinical results. Bone Joint J 96-B:907–913CrossRefPubMed
12.
go back to reference Escobar A, Gonzalez M, Quintana JM, Vrotsou K, Bilbao A, Herrera-Espineira C et al (2012) Patient acceptable symptom state and OMERACT-OARSI set of responder criteria in joint replacement. Identification Cut-off Values. Osteoarthr Cartil 20:87–92CrossRef Escobar A, Gonzalez M, Quintana JM, Vrotsou K, Bilbao A, Herrera-Espineira C et al (2012) Patient acceptable symptom state and OMERACT-OARSI set of responder criteria in joint replacement. Identification Cut-off Values. Osteoarthr Cartil 20:87–92CrossRef
14.
go back to reference Hinterwimmer F, Lazic I, Suren C, Hirschmann MT, Pohlig F, Rueckert D et al (2022) Machine learning in knee arthroplasty: specific data are key-a systematic review. Knee Surg Sports Traumatol Arthrosc 30:376–388CrossRefPubMedPubMedCentral Hinterwimmer F, Lazic I, Suren C, Hirschmann MT, Pohlig F, Rueckert D et al (2022) Machine learning in knee arthroplasty: specific data are key-a systematic review. Knee Surg Sports Traumatol Arthrosc 30:376–388CrossRefPubMedPubMedCentral
15.
go back to reference In Y, Kim JM, Woo YK, Choi NY, Sohn JM, Koh HS (2009) Factors affecting flexion gap tightness in cruciate-retaining total knee arthroplasty. J Arthroplasty 24:317–321CrossRefPubMed In Y, Kim JM, Woo YK, Choi NY, Sohn JM, Koh HS (2009) Factors affecting flexion gap tightness in cruciate-retaining total knee arthroplasty. J Arthroplasty 24:317–321CrossRefPubMed
16.
go back to reference Kang KT, Koh YG, Son J, Kwon OR, Baek C, Jung SH et al (2016) Measuring the effect of femoral malrotation on knee joint biomechanics for total knee arthroplasty using computational simulation. Bone Joint Res 5:552–559CrossRefPubMedPubMedCentral Kang KT, Koh YG, Son J, Kwon OR, Baek C, Jung SH et al (2016) Measuring the effect of femoral malrotation on knee joint biomechanics for total knee arthroplasty using computational simulation. Bone Joint Res 5:552–559CrossRefPubMedPubMedCentral
17.
go back to reference Merican AM, Ghosh KM, Iranpour F, Deehan DJ, Amis AA (2011) The effect of femoral component rotation on the kinematics of the tibiofemoral and patellofemoral joints after total knee arthroplasty. Knee Surg Sports Traumatol Arthrosc 19:1479–1487CrossRefPubMed Merican AM, Ghosh KM, Iranpour F, Deehan DJ, Amis AA (2011) The effect of femoral component rotation on the kinematics of the tibiofemoral and patellofemoral joints after total knee arthroplasty. Knee Surg Sports Traumatol Arthrosc 19:1479–1487CrossRefPubMed
18.
go back to reference Nunley RM, Nam D, Berend KR, Lombardi AV, Dennis DA, Della Valle CJ et al (2015) New total knee arthroplasty designs: do young patients notice? Clin Orthop Relat Res 473:101–108CrossRefPubMed Nunley RM, Nam D, Berend KR, Lombardi AV, Dennis DA, Della Valle CJ et al (2015) New total knee arthroplasty designs: do young patients notice? Clin Orthop Relat Res 473:101–108CrossRefPubMed
19.
go back to reference Riviere C, Iranpour F, Auvinet E, Howell S, Vendittoli PA, Cobb J et al (2017) Alignment options for total knee arthroplasty: a systematic review. Orthop Traumatol Surg Res 103:1047–1056CrossRefPubMed Riviere C, Iranpour F, Auvinet E, Howell S, Vendittoli PA, Cobb J et al (2017) Alignment options for total knee arthroplasty: a systematic review. Orthop Traumatol Surg Res 103:1047–1056CrossRefPubMed
20.
go back to reference Riviere C, Iranpour F, Harris S, Auvinet E, Aframian A, Parratte S et al (2018) Differences in trochlear parameters between native and prosthetic kinematically or mechanically aligned knees. Orthop Traumatol Surg Res 104:165–170CrossRefPubMed Riviere C, Iranpour F, Harris S, Auvinet E, Aframian A, Parratte S et al (2018) Differences in trochlear parameters between native and prosthetic kinematically or mechanically aligned knees. Orthop Traumatol Surg Res 104:165–170CrossRefPubMed
21.
go back to reference Roos EM, Lohmander LS (2003) The Knee injury and Osteoarthritis Outcome Score (KOOS): from joint injury to osteoarthritis. Health Qual Life Outcomes 1:64CrossRefPubMedPubMedCentral Roos EM, Lohmander LS (2003) The Knee injury and Osteoarthritis Outcome Score (KOOS): from joint injury to osteoarthritis. Health Qual Life Outcomes 1:64CrossRefPubMedPubMedCentral
22.
go back to reference Theodore W, Twiggs J, Kolos E, Roe J, Fritsch B, Dickison D et al (2017) Variability in static alignment and kinematics for kinematically aligned TKA. Knee 24:733–744CrossRefPubMed Theodore W, Twiggs J, Kolos E, Roe J, Fritsch B, Dickison D et al (2017) Variability in static alignment and kinematics for kinematically aligned TKA. Knee 24:733–744CrossRefPubMed
23.
go back to reference Twiggs J, Miles B, Roe J, Fritsch B, Liu D, Parker D et al (2021) Can TKA outcomes be predicted with computational simulation? Generation of a patient specific planning tool. Knee 33:38–48CrossRefPubMed Twiggs J, Miles B, Roe J, Fritsch B, Liu D, Parker D et al (2021) Can TKA outcomes be predicted with computational simulation? Generation of a patient specific planning tool. Knee 33:38–48CrossRefPubMed
24.
go back to reference Twiggs JG, Dickison DM, Kolos EC, Wilcox CE, Roe JP, Fritsch BA et al (2018) Patient variation limits use of fixed references for femoral rotation component alignment in total knee arthroplasty. J Arthroplasty 33:67–74CrossRefPubMed Twiggs JG, Dickison DM, Kolos EC, Wilcox CE, Roe JP, Fritsch BA et al (2018) Patient variation limits use of fixed references for femoral rotation component alignment in total knee arthroplasty. J Arthroplasty 33:67–74CrossRefPubMed
26.
go back to reference Twiggs JG, Wakelin EA, Roe JP, Dickison DM, Fritsch BA, Miles BP et al (2018) Patient-specific simulated dynamics after total knee arthroplasty correlate with patient-reported outcomes. J Arthroplasty 33:2843–2850CrossRefPubMed Twiggs JG, Wakelin EA, Roe JP, Dickison DM, Fritsch BA, Miles BP et al (2018) Patient-specific simulated dynamics after total knee arthroplasty correlate with patient-reported outcomes. J Arthroplasty 33:2843–2850CrossRefPubMed
27.
go back to reference van der List JP, Chawla H, Pearle AD (2016) Robotic-assisted knee arthroplasty: an overview. Am J Orthop (Belle Mead NJ) 45:202–211PubMed van der List JP, Chawla H, Pearle AD (2016) Robotic-assisted knee arthroplasty: an overview. Am J Orthop (Belle Mead NJ) 45:202–211PubMed
28.
go back to reference Wakelin EA, Tran L, Twiggs JG, Theodore W, Roe JP, Solomon MI et al (2018) Accurate determination of post-operative 3D component positioning in total knee arthroplasty: the AURORA protocol. J Orthop Surg Res 13:275CrossRefPubMedPubMedCentral Wakelin EA, Tran L, Twiggs JG, Theodore W, Roe JP, Solomon MI et al (2018) Accurate determination of post-operative 3D component positioning in total knee arthroplasty: the AURORA protocol. J Orthop Surg Res 13:275CrossRefPubMedPubMedCentral
29.
go back to reference Watanabe T, Muneta T, Sekiya I, Banks SA (2013) Intraoperative joint gaps affect postoperative range of motion in TKAs with posterior-stabilized prostheses. Clin Orthop Relat Res 471:1326–1333CrossRefPubMed Watanabe T, Muneta T, Sekiya I, Banks SA (2013) Intraoperative joint gaps affect postoperative range of motion in TKAs with posterior-stabilized prostheses. Clin Orthop Relat Res 471:1326–1333CrossRefPubMed
30.
go back to reference Watanabe T, Muneta T, Sekiya I, Banks SA (2015) Intraoperative joint gaps and mediolateral balance affect postoperative knee kinematics in posterior-stabilized total knee arthroplasty. Knee 22:527–534CrossRefPubMed Watanabe T, Muneta T, Sekiya I, Banks SA (2015) Intraoperative joint gaps and mediolateral balance affect postoperative knee kinematics in posterior-stabilized total knee arthroplasty. Knee 22:527–534CrossRefPubMed
31.
go back to reference Waterson HB, Clement ND, Eyres KS, Mandalia VI, Toms AD (2016) The early outcome of kinematic versus mechanical alignment in total knee arthroplasty: a prospective randomised control trial. Bone Joint J 98-B:1360–1368CrossRefPubMed Waterson HB, Clement ND, Eyres KS, Mandalia VI, Toms AD (2016) The early outcome of kinematic versus mechanical alignment in total knee arthroplasty: a prospective randomised control trial. Bone Joint J 98-B:1360–1368CrossRefPubMed
32.
go back to reference Wautier D, Thienpont E (2017) Changes in anteroposterior stability and proprioception after different types of knee arthroplasty. Knee Surg Sports Traumatol Arthrosc 25:1792–1800CrossRefPubMed Wautier D, Thienpont E (2017) Changes in anteroposterior stability and proprioception after different types of knee arthroplasty. Knee Surg Sports Traumatol Arthrosc 25:1792–1800CrossRefPubMed
33.
go back to reference Yeo JH, Seon JK, Lee DH, Song EK (2019) No difference in outcomes and gait analysis between mechanical and kinematic knee alignment methods using robotic total knee arthroplasty. Knee Surg Sports Traumatol Arthrosc 27:1142–1147CrossRefPubMed Yeo JH, Seon JK, Lee DH, Song EK (2019) No difference in outcomes and gait analysis between mechanical and kinematic knee alignment methods using robotic total knee arthroplasty. Knee Surg Sports Traumatol Arthrosc 27:1142–1147CrossRefPubMed
34.
go back to reference Young SW, Sullivan NPT, Walker ML, Holland S, Bayan A, Farrington B (2020) No difference in 5-year clinical or radiographic outcomes between kinematic and mechanical alignment in TKA: a randomized controlled trial. Clin Orthop Relat Res 478:1271–1279CrossRefPubMedPubMedCentral Young SW, Sullivan NPT, Walker ML, Holland S, Bayan A, Farrington B (2020) No difference in 5-year clinical or radiographic outcomes between kinematic and mechanical alignment in TKA: a randomized controlled trial. Clin Orthop Relat Res 478:1271–1279CrossRefPubMedPubMedCentral
35.
go back to reference Zavatsky AB (1997) A kinematic-freedom analysis of a flexed-knee-stance testing rig. J Biomech 30:277–280CrossRefPubMed Zavatsky AB (1997) A kinematic-freedom analysis of a flexed-knee-stance testing rig. J Biomech 30:277–280CrossRefPubMed
Metadata
Title
Patient-reported impairment following TKA is reduced when a computationally simulated predicted ideal alignment is achieved
Authors
Joshua Twiggs
Brad Miles
David Parker
David Liu
Andrew Shimmin
Brett Fritsch
Justin Roe
Jonathan Baré
Michael Solomon
David Dickison
Stephen McMahon
Richard Boyle
Len Walter
Publication date
29-11-2022
Publisher
Springer Berlin Heidelberg
Published in
Knee Surgery, Sports Traumatology, Arthroscopy / Issue 3/2023
Print ISSN: 0942-2056
Electronic ISSN: 1433-7347
DOI
https://doi.org/10.1007/s00167-022-07225-7

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