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Multimodal prediction of pain and functional outcomes 6 months following total knee replacement: a prospective cohort study
BACKGROUND: Knee osteoarthritis (OA) is among the most common and disabling persistent pain conditions, with increasing prevalence and impact around the globe. In the U.S., the rising prevalence of knee OA has been paralleled by an increase in annual rates of total knee arthroplasty (TKA), a surgica...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8966339/ https://www.ncbi.nlm.nih.gov/pubmed/35351066 http://dx.doi.org/10.1186/s12891-022-05239-3 |
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author | Edwards, Robert R. Campbell, Claudia Schreiber, Kristin L. Meints, Samantha Lazaridou, Asimina Martel, Marc O. Cornelius, Marise Xu, Xinling Jamison, Robert N. Katz, Jeffrey N. Carriere, Junie Khanuja, Harpal P. Sterling, Robert S. Smith, Michael T. Haythornthwaite, Jennifer A. |
author_facet | Edwards, Robert R. Campbell, Claudia Schreiber, Kristin L. Meints, Samantha Lazaridou, Asimina Martel, Marc O. Cornelius, Marise Xu, Xinling Jamison, Robert N. Katz, Jeffrey N. Carriere, Junie Khanuja, Harpal P. Sterling, Robert S. Smith, Michael T. Haythornthwaite, Jennifer A. |
author_sort | Edwards, Robert R. |
collection | PubMed |
description | BACKGROUND: Knee osteoarthritis (OA) is among the most common and disabling persistent pain conditions, with increasing prevalence and impact around the globe. In the U.S., the rising prevalence of knee OA has been paralleled by an increase in annual rates of total knee arthroplasty (TKA), a surgical treatment option for late-stage knee OA. While TKA outcomes are generally good, post-operative trajectories of pain and functional status vary substantially; a significant minority of patients report ongoing pain and impaired function following TKA. A number of studies have identified sets of biopsychosocial risk factors for poor post-TKA outcomes (e.g., comorbidities, negative affect, sensory sensitivity), but few prospective studies have systematically evaluated the unique and combined influence of a broad array of factors. METHODS: This multi-site longitudinal cohort study investigated predictors of 6-month pain and functional outcomes following TKA. A wide spectrum of relevant biopsychosocial predictors was assessed preoperatively by medical history, patient-reported questionnaire, functional testing, and quantitative sensory testing in 248 patients undergoing TKA, and subsequently examined for their predictive capacity. RESULTS: The majority of patients had mild or no pain at 6 months, and minimal pain-related impairment, but approximately 30% reported pain intensity ratings of 3/10 or higher. Reporting greater pain severity and dysfunction at 6 months post-TKA was predicted by higher preoperative levels of negative affect, prior pain history, opioid use, and disrupted sleep. Interestingly, lower levels of resilience-related “positive” psychosocial characteristics (i.e., lower agreeableness, lower social support) were among the strongest, most consistent predictors of poor outcomes in multivariable linear regression models. Maladaptive profiles of pain modulation (e.g., elevated temporal summation of pain), while not robust unique predictors, interacted with psychosocial risk factors such that the TKA patients with the most pain and dysfunction exhibited lower resilience and enhanced temporal summation of pain. CONCLUSIONS: This study underscores the importance of considering psychosocial (particularly positively-oriented resilience variables) and sensory profiles, as well as their interaction, in understanding post-surgical pain trajectories. |
format | Online Article Text |
id | pubmed-8966339 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-89663392022-03-31 Multimodal prediction of pain and functional outcomes 6 months following total knee replacement: a prospective cohort study Edwards, Robert R. Campbell, Claudia Schreiber, Kristin L. Meints, Samantha Lazaridou, Asimina Martel, Marc O. Cornelius, Marise Xu, Xinling Jamison, Robert N. Katz, Jeffrey N. Carriere, Junie Khanuja, Harpal P. Sterling, Robert S. Smith, Michael T. Haythornthwaite, Jennifer A. BMC Musculoskelet Disord Research BACKGROUND: Knee osteoarthritis (OA) is among the most common and disabling persistent pain conditions, with increasing prevalence and impact around the globe. In the U.S., the rising prevalence of knee OA has been paralleled by an increase in annual rates of total knee arthroplasty (TKA), a surgical treatment option for late-stage knee OA. While TKA outcomes are generally good, post-operative trajectories of pain and functional status vary substantially; a significant minority of patients report ongoing pain and impaired function following TKA. A number of studies have identified sets of biopsychosocial risk factors for poor post-TKA outcomes (e.g., comorbidities, negative affect, sensory sensitivity), but few prospective studies have systematically evaluated the unique and combined influence of a broad array of factors. METHODS: This multi-site longitudinal cohort study investigated predictors of 6-month pain and functional outcomes following TKA. A wide spectrum of relevant biopsychosocial predictors was assessed preoperatively by medical history, patient-reported questionnaire, functional testing, and quantitative sensory testing in 248 patients undergoing TKA, and subsequently examined for their predictive capacity. RESULTS: The majority of patients had mild or no pain at 6 months, and minimal pain-related impairment, but approximately 30% reported pain intensity ratings of 3/10 or higher. Reporting greater pain severity and dysfunction at 6 months post-TKA was predicted by higher preoperative levels of negative affect, prior pain history, opioid use, and disrupted sleep. Interestingly, lower levels of resilience-related “positive” psychosocial characteristics (i.e., lower agreeableness, lower social support) were among the strongest, most consistent predictors of poor outcomes in multivariable linear regression models. Maladaptive profiles of pain modulation (e.g., elevated temporal summation of pain), while not robust unique predictors, interacted with psychosocial risk factors such that the TKA patients with the most pain and dysfunction exhibited lower resilience and enhanced temporal summation of pain. CONCLUSIONS: This study underscores the importance of considering psychosocial (particularly positively-oriented resilience variables) and sensory profiles, as well as their interaction, in understanding post-surgical pain trajectories. BioMed Central 2022-03-29 /pmc/articles/PMC8966339/ /pubmed/35351066 http://dx.doi.org/10.1186/s12891-022-05239-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Edwards, Robert R. Campbell, Claudia Schreiber, Kristin L. Meints, Samantha Lazaridou, Asimina Martel, Marc O. Cornelius, Marise Xu, Xinling Jamison, Robert N. Katz, Jeffrey N. Carriere, Junie Khanuja, Harpal P. Sterling, Robert S. Smith, Michael T. Haythornthwaite, Jennifer A. Multimodal prediction of pain and functional outcomes 6 months following total knee replacement: a prospective cohort study |
title | Multimodal prediction of pain and functional outcomes 6 months following total knee replacement: a prospective cohort study |
title_full | Multimodal prediction of pain and functional outcomes 6 months following total knee replacement: a prospective cohort study |
title_fullStr | Multimodal prediction of pain and functional outcomes 6 months following total knee replacement: a prospective cohort study |
title_full_unstemmed | Multimodal prediction of pain and functional outcomes 6 months following total knee replacement: a prospective cohort study |
title_short | Multimodal prediction of pain and functional outcomes 6 months following total knee replacement: a prospective cohort study |
title_sort | multimodal prediction of pain and functional outcomes 6 months following total knee replacement: a prospective cohort study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8966339/ https://www.ncbi.nlm.nih.gov/pubmed/35351066 http://dx.doi.org/10.1186/s12891-022-05239-3 |
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