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Predictors of Persistent Post-Surgical Pain Following Total Knee Arthroplasty: A Systematic Review and Meta-Analysis of Observational Studies

Abstract Objective Approximately one in four total knee replacement patients develop persistent pain. Identification of those at higher risk could help inform optimal management. Methods We searched MEDLINE, EMBASE, CINAHL, AMED, SPORTDiscus, and PsycINFO for observational studies that explored the...

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Published in:Pain medicine (Malden, Mass.) Mass.), 2023-04, Vol.24 (4), p.369-381
Main Authors: Ashoorion, Vahid, Sadeghirad, Behnam, Wang, Li, Noori, Atefeh, Abdar, Meisam, Kim, Yechan, Chang, Yaping, Rehman, Nadia, Lopes, Luciane C, Couban, Rachel J, Aminilari, Mahmood, Malektojari, Alireza, Ghazizadeh, Sara, Rehman, Yasir, Ghasemi, Mehdi, Adili, Anthony, Guyatt, Gordon H, Busse, Jason W
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container_title Pain medicine (Malden, Mass.)
container_volume 24
creator Ashoorion, Vahid
Sadeghirad, Behnam
Wang, Li
Noori, Atefeh
Abdar, Meisam
Kim, Yechan
Chang, Yaping
Rehman, Nadia
Lopes, Luciane C
Couban, Rachel J
Aminilari, Mahmood
Malektojari, Alireza
Ghazizadeh, Sara
Rehman, Yasir
Ghasemi, Mehdi
Adili, Anthony
Guyatt, Gordon H
Busse, Jason W
description Abstract Objective Approximately one in four total knee replacement patients develop persistent pain. Identification of those at higher risk could help inform optimal management. Methods We searched MEDLINE, EMBASE, CINAHL, AMED, SPORTDiscus, and PsycINFO for observational studies that explored the association between risk factors and persistent pain (≥3 months) after total knee replacement. We pooled estimates of association for all independent variables reported by >1 study. Results Thirty studies (26,517 patients) reported the association of 151 independent variables with persistent pain after knee replacement. High certainty evidence demonstrated an increased risk of persistent pain with pain catastrophizing (absolute risk increase [ARI] 23%, 95% confidence interval [CI] 12 to 35), younger age (ARI for every 10-year decrement from age 80, 4%, 95% CI 2 to 6), and moderate-to-severe acute post-operative pain (ARI 30%, 95% CI 20 to 39). Moderate certainty evidence suggested an association with female sex (ARI 7%, 95% CI 3 to 11) and higher pre-operative pain (ARI 35%, 95% CI 7 to 58). Studies did not adjust for both peri-operative pain severity and pain catastrophizing, which are unlikely to be independent. High to moderate certainty evidence demonstrated no association with pre-operative range of motion, body mass index, bilateral or unilateral knee replacement, and American Society of Anesthesiologists score. Conclusions Rigorously conducted observational studies are required to establish the relative importance of higher levels of peri-operative pain and pain catastrophizing with persistent pain after knee replacement surgery.
doi_str_mv 10.1093/pm/pnac154
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Identification of those at higher risk could help inform optimal management. Methods We searched MEDLINE, EMBASE, CINAHL, AMED, SPORTDiscus, and PsycINFO for observational studies that explored the association between risk factors and persistent pain (≥3 months) after total knee replacement. We pooled estimates of association for all independent variables reported by &gt;1 study. Results Thirty studies (26,517 patients) reported the association of 151 independent variables with persistent pain after knee replacement. High certainty evidence demonstrated an increased risk of persistent pain with pain catastrophizing (absolute risk increase [ARI] 23%, 95% confidence interval [CI] 12 to 35), younger age (ARI for every 10-year decrement from age 80, 4%, 95% CI 2 to 6), and moderate-to-severe acute post-operative pain (ARI 30%, 95% CI 20 to 39). Moderate certainty evidence suggested an association with female sex (ARI 7%, 95% CI 3 to 11) and higher pre-operative pain (ARI 35%, 95% CI 7 to 58). Studies did not adjust for both peri-operative pain severity and pain catastrophizing, which are unlikely to be independent. High to moderate certainty evidence demonstrated no association with pre-operative range of motion, body mass index, bilateral or unilateral knee replacement, and American Society of Anesthesiologists score. Conclusions Rigorously conducted observational studies are required to establish the relative importance of higher levels of peri-operative pain and pain catastrophizing with persistent pain after knee replacement surgery.</description><identifier>ISSN: 1526-2375</identifier><identifier>EISSN: 1526-4637</identifier><identifier>DOI: 10.1093/pm/pnac154</identifier><identifier>PMID: 36255268</identifier><language>eng</language><publisher>England: Oxford University Press</publisher><subject>Aged, 80 and over ; Arthroplasty, Replacement, Knee - adverse effects ; Female ; Humans ; Orthopedic Procedures ; Pain, Postoperative - diagnosis ; Pain, Postoperative - epidemiology ; Pain, Postoperative - etiology ; Risk Factors</subject><ispartof>Pain medicine (Malden, Mass.), 2023-04, Vol.24 (4), p.369-381</ispartof><rights>The Author(s) 2022. Published by Oxford University Press on behalf of the American Academy of Pain Medicine. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com 2022</rights><rights>The Author(s) 2022. Published by Oxford University Press on behalf of the American Academy of Pain Medicine. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c353t-6dcc98fc25082cb8e43cf4fd97d209d55c4e7db90f75109c00ecb67bf740f7053</citedby><cites>FETCH-LOGICAL-c353t-6dcc98fc25082cb8e43cf4fd97d209d55c4e7db90f75109c00ecb67bf740f7053</cites><orcidid>0000-0001-9225-155X ; 0000-0002-0517-9666 ; 0000-0002-0178-8712 ; 0000-0003-1585-8846</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36255268$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ashoorion, Vahid</creatorcontrib><creatorcontrib>Sadeghirad, Behnam</creatorcontrib><creatorcontrib>Wang, Li</creatorcontrib><creatorcontrib>Noori, Atefeh</creatorcontrib><creatorcontrib>Abdar, Meisam</creatorcontrib><creatorcontrib>Kim, Yechan</creatorcontrib><creatorcontrib>Chang, Yaping</creatorcontrib><creatorcontrib>Rehman, Nadia</creatorcontrib><creatorcontrib>Lopes, Luciane C</creatorcontrib><creatorcontrib>Couban, Rachel J</creatorcontrib><creatorcontrib>Aminilari, Mahmood</creatorcontrib><creatorcontrib>Malektojari, Alireza</creatorcontrib><creatorcontrib>Ghazizadeh, Sara</creatorcontrib><creatorcontrib>Rehman, Yasir</creatorcontrib><creatorcontrib>Ghasemi, Mehdi</creatorcontrib><creatorcontrib>Adili, Anthony</creatorcontrib><creatorcontrib>Guyatt, Gordon H</creatorcontrib><creatorcontrib>Busse, Jason W</creatorcontrib><title>Predictors of Persistent Post-Surgical Pain Following Total Knee Arthroplasty: A Systematic Review and Meta-Analysis of Observational Studies</title><title>Pain medicine (Malden, Mass.)</title><addtitle>Pain Med</addtitle><description>Abstract Objective Approximately one in four total knee replacement patients develop persistent pain. Identification of those at higher risk could help inform optimal management. Methods We searched MEDLINE, EMBASE, CINAHL, AMED, SPORTDiscus, and PsycINFO for observational studies that explored the association between risk factors and persistent pain (≥3 months) after total knee replacement. We pooled estimates of association for all independent variables reported by &gt;1 study. Results Thirty studies (26,517 patients) reported the association of 151 independent variables with persistent pain after knee replacement. High certainty evidence demonstrated an increased risk of persistent pain with pain catastrophizing (absolute risk increase [ARI] 23%, 95% confidence interval [CI] 12 to 35), younger age (ARI for every 10-year decrement from age 80, 4%, 95% CI 2 to 6), and moderate-to-severe acute post-operative pain (ARI 30%, 95% CI 20 to 39). Moderate certainty evidence suggested an association with female sex (ARI 7%, 95% CI 3 to 11) and higher pre-operative pain (ARI 35%, 95% CI 7 to 58). Studies did not adjust for both peri-operative pain severity and pain catastrophizing, which are unlikely to be independent. High to moderate certainty evidence demonstrated no association with pre-operative range of motion, body mass index, bilateral or unilateral knee replacement, and American Society of Anesthesiologists score. Conclusions Rigorously conducted observational studies are required to establish the relative importance of higher levels of peri-operative pain and pain catastrophizing with persistent pain after knee replacement surgery.</description><subject>Aged, 80 and over</subject><subject>Arthroplasty, Replacement, Knee - adverse effects</subject><subject>Female</subject><subject>Humans</subject><subject>Orthopedic Procedures</subject><subject>Pain, Postoperative - diagnosis</subject><subject>Pain, Postoperative - epidemiology</subject><subject>Pain, Postoperative - etiology</subject><subject>Risk Factors</subject><issn>1526-2375</issn><issn>1526-4637</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kMtKxDAUhoMo3jc-gGQjiFAnbZpe3A2DN1SmOLouaXKqkbapSeowD-E7m2GqS1cn_PnOd-BH6CQklyHJ6aRvJ33HRcjiLbQfsigJ4oSm2-M7oinbQwfWfhASJnFGd9EeTSLm_7J99F0YkEo4bSzWNS7AWGUddA4X2rpgMZg3JXiDC646fKObRi9V94ZftPPhQweAp8a9G9033LrVFZ7ixcrvt9wpgZ_hS8ES807iJ3A8mHa8WXn_-tK8smC-PKZ9iBdukArsEdqpeWPheJyH6PXm-mV2FzzOb-9n08dAUEZdkEgh8qwWESNZJKoMYirquJZ5KiOSS8ZEDKmsclKnzDckCAFRJWlVp7GPCKOH6Hzj7Y3-HMC6slVWQNPwDvRgyyiNWMJoElKPXmxQYbS1BuqyN6rlZlWGpFzXX_ZtOdbv4dPRO1QtyD_0t28PnG0APfT_iX4Axu-Qpw</recordid><startdate>20230403</startdate><enddate>20230403</enddate><creator>Ashoorion, Vahid</creator><creator>Sadeghirad, Behnam</creator><creator>Wang, Li</creator><creator>Noori, Atefeh</creator><creator>Abdar, Meisam</creator><creator>Kim, Yechan</creator><creator>Chang, Yaping</creator><creator>Rehman, Nadia</creator><creator>Lopes, Luciane C</creator><creator>Couban, Rachel J</creator><creator>Aminilari, Mahmood</creator><creator>Malektojari, Alireza</creator><creator>Ghazizadeh, Sara</creator><creator>Rehman, Yasir</creator><creator>Ghasemi, Mehdi</creator><creator>Adili, Anthony</creator><creator>Guyatt, Gordon H</creator><creator>Busse, Jason W</creator><general>Oxford University Press</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-9225-155X</orcidid><orcidid>https://orcid.org/0000-0002-0517-9666</orcidid><orcidid>https://orcid.org/0000-0002-0178-8712</orcidid><orcidid>https://orcid.org/0000-0003-1585-8846</orcidid></search><sort><creationdate>20230403</creationdate><title>Predictors of Persistent Post-Surgical Pain Following Total Knee Arthroplasty: A Systematic Review and Meta-Analysis of Observational Studies</title><author>Ashoorion, Vahid ; Sadeghirad, Behnam ; Wang, Li ; Noori, Atefeh ; Abdar, Meisam ; Kim, Yechan ; Chang, Yaping ; Rehman, Nadia ; Lopes, Luciane C ; Couban, Rachel J ; Aminilari, Mahmood ; Malektojari, Alireza ; Ghazizadeh, Sara ; Rehman, Yasir ; Ghasemi, Mehdi ; Adili, Anthony ; Guyatt, Gordon H ; Busse, Jason W</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c353t-6dcc98fc25082cb8e43cf4fd97d209d55c4e7db90f75109c00ecb67bf740f7053</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Aged, 80 and over</topic><topic>Arthroplasty, Replacement, Knee - adverse effects</topic><topic>Female</topic><topic>Humans</topic><topic>Orthopedic Procedures</topic><topic>Pain, Postoperative - diagnosis</topic><topic>Pain, Postoperative - epidemiology</topic><topic>Pain, Postoperative - etiology</topic><topic>Risk Factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ashoorion, Vahid</creatorcontrib><creatorcontrib>Sadeghirad, Behnam</creatorcontrib><creatorcontrib>Wang, Li</creatorcontrib><creatorcontrib>Noori, Atefeh</creatorcontrib><creatorcontrib>Abdar, Meisam</creatorcontrib><creatorcontrib>Kim, Yechan</creatorcontrib><creatorcontrib>Chang, Yaping</creatorcontrib><creatorcontrib>Rehman, Nadia</creatorcontrib><creatorcontrib>Lopes, Luciane C</creatorcontrib><creatorcontrib>Couban, Rachel J</creatorcontrib><creatorcontrib>Aminilari, Mahmood</creatorcontrib><creatorcontrib>Malektojari, Alireza</creatorcontrib><creatorcontrib>Ghazizadeh, Sara</creatorcontrib><creatorcontrib>Rehman, Yasir</creatorcontrib><creatorcontrib>Ghasemi, Mehdi</creatorcontrib><creatorcontrib>Adili, Anthony</creatorcontrib><creatorcontrib>Guyatt, Gordon H</creatorcontrib><creatorcontrib>Busse, Jason W</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Pain medicine (Malden, Mass.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ashoorion, Vahid</au><au>Sadeghirad, Behnam</au><au>Wang, Li</au><au>Noori, Atefeh</au><au>Abdar, Meisam</au><au>Kim, Yechan</au><au>Chang, Yaping</au><au>Rehman, Nadia</au><au>Lopes, Luciane C</au><au>Couban, Rachel J</au><au>Aminilari, Mahmood</au><au>Malektojari, Alireza</au><au>Ghazizadeh, Sara</au><au>Rehman, Yasir</au><au>Ghasemi, Mehdi</au><au>Adili, Anthony</au><au>Guyatt, Gordon H</au><au>Busse, Jason W</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Predictors of Persistent Post-Surgical Pain Following Total Knee Arthroplasty: A Systematic Review and Meta-Analysis of Observational Studies</atitle><jtitle>Pain medicine (Malden, Mass.)</jtitle><addtitle>Pain Med</addtitle><date>2023-04-03</date><risdate>2023</risdate><volume>24</volume><issue>4</issue><spage>369</spage><epage>381</epage><pages>369-381</pages><issn>1526-2375</issn><eissn>1526-4637</eissn><abstract>Abstract Objective Approximately one in four total knee replacement patients develop persistent pain. Identification of those at higher risk could help inform optimal management. Methods We searched MEDLINE, EMBASE, CINAHL, AMED, SPORTDiscus, and PsycINFO for observational studies that explored the association between risk factors and persistent pain (≥3 months) after total knee replacement. We pooled estimates of association for all independent variables reported by &gt;1 study. Results Thirty studies (26,517 patients) reported the association of 151 independent variables with persistent pain after knee replacement. High certainty evidence demonstrated an increased risk of persistent pain with pain catastrophizing (absolute risk increase [ARI] 23%, 95% confidence interval [CI] 12 to 35), younger age (ARI for every 10-year decrement from age 80, 4%, 95% CI 2 to 6), and moderate-to-severe acute post-operative pain (ARI 30%, 95% CI 20 to 39). Moderate certainty evidence suggested an association with female sex (ARI 7%, 95% CI 3 to 11) and higher pre-operative pain (ARI 35%, 95% CI 7 to 58). Studies did not adjust for both peri-operative pain severity and pain catastrophizing, which are unlikely to be independent. High to moderate certainty evidence demonstrated no association with pre-operative range of motion, body mass index, bilateral or unilateral knee replacement, and American Society of Anesthesiologists score. Conclusions Rigorously conducted observational studies are required to establish the relative importance of higher levels of peri-operative pain and pain catastrophizing with persistent pain after knee replacement surgery.</abstract><cop>England</cop><pub>Oxford University Press</pub><pmid>36255268</pmid><doi>10.1093/pm/pnac154</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0001-9225-155X</orcidid><orcidid>https://orcid.org/0000-0002-0517-9666</orcidid><orcidid>https://orcid.org/0000-0002-0178-8712</orcidid><orcidid>https://orcid.org/0000-0003-1585-8846</orcidid><oa>free_for_read</oa></addata></record>
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subjects Aged, 80 and over
Arthroplasty, Replacement, Knee - adverse effects
Female
Humans
Orthopedic Procedures
Pain, Postoperative - diagnosis
Pain, Postoperative - epidemiology
Pain, Postoperative - etiology
Risk Factors
title Predictors of Persistent Post-Surgical Pain Following Total Knee Arthroplasty: A Systematic Review and Meta-Analysis of Observational Studies
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