Skip to main content
Top
Published in: Knee Surgery, Sports Traumatology, Arthroscopy 2/2021

01-02-2021 | KNEE

Three distinct recovery patterns following primary total knee arthroplasty: dutch arthroplasty register study of 809 patients

Authors: Jeroen C. van Egmond, Brechtje Hesseling, Marijke Melles, Stephan B. W. Vehmeijer, Liza N. van Steenbergen, Nina M. C. Mathijssen, Jarry T. Porsius

Published in: Knee Surgery, Sports Traumatology, Arthroscopy | Issue 2/2021

Login to get access

Abstract

Purpose

Total knee arthroplasty (TKA) is usually effective, although not all patients have satisfactory outcomes. This assumes distinct recovery patterns might exist. Little attention has been paid to determine which patients have worse outcomes. This study attempts to distinguish specific recovery patterns using the Oxford knee score (OKS) during the first postoperative year. The secondary aim was to explore predictors of less favourable recovery patterns.

Methods

Analysis of patients in the Dutch Arthroplasty Register (LROI) with unilateral primary TKA. Data collected up to one year postoperative was used. To identify subgroups of patients based on OKS, latent class growth modeling (LCGM) was used. Moreover, multivariable multinomial logistic regression analysis was used to explore predictors of class membership.

Results

809 Patients completed three OKS during the first year postoperative and were included. LCGM identified 3 groups of patients; ‘high risers’ (most improvement during first 6-months, good 12-month scores 77%), ‘gradual progressors’ (continuous improvement during the first year 13%) and ‘non responders’ (initial improvement and subsequent deterioration to baseline score 10%). Predictors of least favourable class membership (OR, 95%CI) are EQ-5D items: VAS health score (0.83, 0.73–0.95), selfcare (2.22, 1.09–4.54) and anxiety/depression (2.45, 1.33–4.52).

Conclusion

Three recovery patterns after TKA were distinguished; ‘high risers', ‘gradual progressors' and ‘non responders'. Worse score on EQ-5D items VAS health, selfcare, and anxiety/depression were correlated with the least favourable ‘non responders’ recovery pattern.
Appendix
Available only for authorised users
Literature
1.
go back to reference Baker P, Petheram T, Jameson S, Reed M, Gregg P, Deehan D (2012) The association between body mass index and the outcomes of total knee arthroplasty. J Bone Joint Surg Am 94:1501–1508CrossRef Baker P, Petheram T, Jameson S, Reed M, Gregg P, Deehan D (2012) The association between body mass index and the outcomes of total knee arthroplasty. J Bone Joint Surg Am 94:1501–1508CrossRef
2.
go back to reference Baker PN, van der Meulen JH, Lewsey J, Gregg PJ, National Joint Registry for E, Wales (2007) The role of pain and function in determining patient satisfaction after total knee replacement. Data from the National Joint Registry for England and Wales. J Bone Joint Surg Br 89:893–900CrossRef Baker PN, van der Meulen JH, Lewsey J, Gregg PJ, National Joint Registry for E, Wales (2007) The role of pain and function in determining patient satisfaction after total knee replacement. Data from the National Joint Registry for England and Wales. J Bone Joint Surg Br 89:893–900CrossRef
3.
go back to reference Berlin KS, Parra GR, Williams NA (2014) An introduction to latent variable mixture modeling (part 2): longitudinal latent class growth analysis and growth mixture models. J Pediatr Psychol 39:188–203CrossRef Berlin KS, Parra GR, Williams NA (2014) An introduction to latent variable mixture modeling (part 2): longitudinal latent class growth analysis and growth mixture models. J Pediatr Psychol 39:188–203CrossRef
4.
go back to reference Bourne RB, Chesworth BM, Davis AM, Mahomed NN, Charron KD (2010) Patient satisfaction after total knee arthroplasty: who is satisfied and who is not? Clin Orthop Relat Res 468:57–63CrossRef Bourne RB, Chesworth BM, Davis AM, Mahomed NN, Charron KD (2010) Patient satisfaction after total knee arthroplasty: who is satisfied and who is not? Clin Orthop Relat Res 468:57–63CrossRef
5.
go back to reference Dawson J, Fitzpatrick R, Murray D, Carr A (1998) Questionnaire on the perceptions of patients about total knee replacement. J Bone Joint Surg Br 80:63–69CrossRef Dawson J, Fitzpatrick R, Murray D, Carr A (1998) Questionnaire on the perceptions of patients about total knee replacement. J Bone Joint Surg Br 80:63–69CrossRef
6.
go back to reference Dowsey MM, Smith AJ, Choong PFM (2015) Latent Class Growth Analysis predicts long term pain and function trajectories in total knee arthroplasty: a study of 689 patients. Osteoarthritis Cartil 23:2141–2149CrossRef Dowsey MM, Smith AJ, Choong PFM (2015) Latent Class Growth Analysis predicts long term pain and function trajectories in total knee arthroplasty: a study of 689 patients. Osteoarthritis Cartil 23:2141–2149CrossRef
10.
go back to reference EuroQol G (1990) EuroQol–a new facility for the measurement of health-related quality of life. Health Policy 16:199–208CrossRef EuroQol G (1990) EuroQol–a new facility for the measurement of health-related quality of life. Health Policy 16:199–208CrossRef
12.
go back to reference Jung T, Wickrama K (2008) An introduction to latent class growth analysis and growth mixture modeling. Soc Personal Psychol Compass 2:302–317CrossRef Jung T, Wickrama K (2008) An introduction to latent class growth analysis and growth mixture modeling. Soc Personal Psychol Compass 2:302–317CrossRef
13.
go back to reference Kuperman EF, Schweizer M, Joy P, Gu X, Fang MM (2016) The effects of advanced age on primary total knee arthroplasty: a meta-analysis and systematic review. BMC Geriatr 16:41CrossRef Kuperman EF, Schweizer M, Joy P, Gu X, Fang MM (2016) The effects of advanced age on primary total knee arthroplasty: a meta-analysis and systematic review. BMC Geriatr 16:41CrossRef
14.
go back to reference Lindberg MF, Miaskowski C, RustoEn T, Rosseland LA, Cooper BA, Lerdal A (2016) Factors that can predict pain with walking, 12 months after total knee arthroplasty. Acta Orthop 87:600–606CrossRef Lindberg MF, Miaskowski C, RustoEn T, Rosseland LA, Cooper BA, Lerdal A (2016) Factors that can predict pain with walking, 12 months after total knee arthroplasty. Acta Orthop 87:600–606CrossRef
15.
go back to reference Nagin DS (2005) Group-based modeling of development. Harvard University Press, HarvardCrossRef Nagin DS (2005) Group-based modeling of development. Harvard University Press, HarvardCrossRef
16.
go back to reference Nagin DS, Odgers CL (2010) Group-based trajectory modeling in clinical research. Annu Rev Clin Psychol 6:109–138CrossRef Nagin DS, Odgers CL (2010) Group-based trajectory modeling in clinical research. Annu Rev Clin Psychol 6:109–138CrossRef
17.
go back to reference Page MG, Katz J, Romero Escobar EM, Lutzky-Cohen N, Curtis K, Fuss S et al (2015) Distinguishing problematic from nonproblematic postsurgical pain: a pain trajectory analysis after total knee arthroplasty. Pain 156:460–468CrossRef Page MG, Katz J, Romero Escobar EM, Lutzky-Cohen N, Curtis K, Fuss S et al (2015) Distinguishing problematic from nonproblematic postsurgical pain: a pain trajectory analysis after total knee arthroplasty. Pain 156:460–468CrossRef
18.
go back to reference Rabin R, de Charro F (2001) EQ-5D: a measure of health status from the EuroQol Group. Ann Med 33:337–343CrossRef Rabin R, de Charro F (2001) EQ-5D: a measure of health status from the EuroQol Group. Ann Med 33:337–343CrossRef
19.
go back to reference Ram N, Grimm KJ (2009) Growth mixture modeling: a method for identifying differences in longitudinal change among unobserved groups. Int J Behav Dev 33:565–576CrossRef Ram N, Grimm KJ (2009) Growth mixture modeling: a method for identifying differences in longitudinal change among unobserved groups. Int J Behav Dev 33:565–576CrossRef
20.
go back to reference Singh JA, Lewallen DG (2013) Medical and psychological comorbidity predicts poor pain outcomes after total knee arthroplasty. Rheumatol (Oxford) 52:916–923CrossRef Singh JA, Lewallen DG (2013) Medical and psychological comorbidity predicts poor pain outcomes after total knee arthroplasty. Rheumatol (Oxford) 52:916–923CrossRef
21.
go back to reference Singh JA, O'Byrne M, Harmsen S, Lewallen D (2010) Predictors of moderate-severe functional limitation after primary total knee arthroplasty (TKA): 4701 TKAs at 2-years and 2935 TKAs at 5-years. Osteoarthritis Cartil 18:515–521CrossRef Singh JA, O'Byrne M, Harmsen S, Lewallen D (2010) Predictors of moderate-severe functional limitation after primary total knee arthroplasty (TKA): 4701 TKAs at 2-years and 2935 TKAs at 5-years. Osteoarthritis Cartil 18:515–521CrossRef
22.
go back to reference Tristaino V, Lantieri F, Tornago S, Gramazio M, Carriere E, Camera A (2016) Effectiveness of psychological support in patients undergoing primary total hip or knee arthroplasty: a controlled cohort study. J Orthop Traumatol 17:137–147CrossRef Tristaino V, Lantieri F, Tornago S, Gramazio M, Carriere E, Camera A (2016) Effectiveness of psychological support in patients undergoing primary total hip or knee arthroplasty: a controlled cohort study. J Orthop Traumatol 17:137–147CrossRef
23.
go back to reference van de Schoot R, Sijbrandij M, Depaoli S, Vermunt JK (2017) The GRoLTS-checklist: guidelines for reporting on latent trajectory studies. Struct Equ Model Multidiscip J 451–467 van de Schoot R, Sijbrandij M, Depaoli S, Vermunt JK (2017) The GRoLTS-checklist: guidelines for reporting on latent trajectory studies. Struct Equ Model Multidiscip J 451–467
24.
go back to reference van Steenbergen LN, Denissen GA, Spooren A, van Rooden SM, van Oosterhout FJ, Morrenhof JW et al (2015) More than 95% completeness of reported procedures in the population-based Dutch Arthroplasty Register. Acta Orthop 86:498–505CrossRef van Steenbergen LN, Denissen GA, Spooren A, van Rooden SM, van Oosterhout FJ, Morrenhof JW et al (2015) More than 95% completeness of reported procedures in the population-based Dutch Arthroplasty Register. Acta Orthop 86:498–505CrossRef
25.
go back to reference Vissers MM, Bussmann JB, Verhaar JA, Busschbach JJ, Bierma-Zeinstra SM, Reijman M (2012) Psychological factors affecting the outcome of total hip and knee arthroplasty: a systematic review. Semin Arthritis Rheum 41:576–588CrossRef Vissers MM, Bussmann JB, Verhaar JA, Busschbach JJ, Bierma-Zeinstra SM, Reijman M (2012) Psychological factors affecting the outcome of total hip and knee arthroplasty: a systematic review. Semin Arthritis Rheum 41:576–588CrossRef
26.
go back to reference Wickrama KAS, Lee TK (2016) Higher-order growth curves and mixture modeling with mplus: a practical guide. Wickrama KAS, Lee TK (2016) Higher-order growth curves and mixture modeling with mplus: a practical guide.
27.
go back to reference Zale EL, Ring D, Vranceanu AM (2018) The future of orthopaedic care: promoting psychosocial resiliency in orthopaedic surgical practices. J Bone Joint Surg Am 100:e89CrossRef Zale EL, Ring D, Vranceanu AM (2018) The future of orthopaedic care: promoting psychosocial resiliency in orthopaedic surgical practices. J Bone Joint Surg Am 100:e89CrossRef
28.
go back to reference Zhao S, Chen F, Wang D, Wang H, Han W, Zhang Y (2019) Effect of preoperative smoking cessation on postoperative pain outcomes in elderly patients with high nicotine dependence. Medicine (Baltimore) 98:e14209CrossRef Zhao S, Chen F, Wang D, Wang H, Han W, Zhang Y (2019) Effect of preoperative smoking cessation on postoperative pain outcomes in elderly patients with high nicotine dependence. Medicine (Baltimore) 98:e14209CrossRef
Metadata
Title
Three distinct recovery patterns following primary total knee arthroplasty: dutch arthroplasty register study of 809 patients
Authors
Jeroen C. van Egmond
Brechtje Hesseling
Marijke Melles
Stephan B. W. Vehmeijer
Liza N. van Steenbergen
Nina M. C. Mathijssen
Jarry T. Porsius
Publication date
01-02-2021
Publisher
Springer Berlin Heidelberg
Published in
Knee Surgery, Sports Traumatology, Arthroscopy / Issue 2/2021
Print ISSN: 0942-2056
Electronic ISSN: 1433-7347
DOI
https://doi.org/10.1007/s00167-020-05969-8

Other articles of this Issue 2/2021

Knee Surgery, Sports Traumatology, Arthroscopy 2/2021 Go to the issue