Evidence map›Paper›PMID 35382897›Full record

ArticleKnee surgery & related research2022

Risk factors and trajectories of opioid use following total knee replacement.

Ralph Ward, David Taber, Haley Gonzales, Mulugeta Gebregziabher, William Basco, Jenna McCauley, Patrick Mauldin, Sarah Ball

Open access · diamondAbstract read
In one paragraph

Article in Knee surgery & related research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
4.0field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed, 1 synthesis or guideline pooled it, 22 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
  6. Persistent Opioid Use Following Major Orthopedic Surgery.Current pain and headache reports · 2025
    Review
  7. Article
  8. Article
  9. Trends From 2010 to 2019 in Opioid and Nonopioid Pain Management After Total Knee Arthroplasty.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2024
    Article
  10. Review
  11. Article
  12. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 1 institution in 1 country.

Ralph Ward *Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA.
David Taber *Department of Surgery, Medical University of South Carolina, 96 Jonathon Lucas Street CSB 426, Charleston, SC, 29425, USA. taberd@musc.edu.ORCID http://orcid.org/0000-0001-7273-4589
Haley GonzalesDepartment of Surgery, Medical University of South Carolina, 96 Jonathon Lucas Street CSB 426, Charleston, SC, 29425, USA.
Mulugeta GebregziabherDepartment of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA.
William BascoDepartment of Pediatrics, Medical University of South Carolina, Charleston, SC, USA.
Jenna McCauleyDepartment of Psychiatry and Behavioral Science, MUSC, Charleston, SC, USA.
Patrick MauldinDepartment of Medicine, The Medical University of South Carolina, Charleston, SC, USA.
Sarah BallDepartment of Medicine, The Medical University of South Carolina, Charleston, SC, USA.
Medical University of South Carolina · US

Funding

South Carolina Clinical & Translational Research Institute (SCTR)UL1TR001450 · NCATS · MEDICAL UNIVERSITY OF SOUTH CAROLINA · PI BRADY, KATHLEEN T., FLUME, PATRICK A · 2015 to 2024
$41.1M
Reducing Prescription Opioid Misuse: Dental Provider Intervention DevelopmentK23DA036566 · NIDA · MEDICAL UNIVERSITY OF SOUTH CAROLINA · PI MCCAULEY, JENNA L. · 2015 to 2019
$980k
NCATS NIH HHS UL1 TR001450NCATS NIH HHS UL1TR001450NIDA NIH HHS DA0036566NIDA NIH HHS K23 DA036566
6 · The paper itself

Abstract

backgroundOpioids are commonly used to manage orthopedic pain in those undergoing total knee arthroplasty (TKA). There are limited studies assessing patterns of perioperative opioid use and risk factors for chronic use in patients undergoing TKA.

methodsThis is a retrospective longitudinal cohort study of Medicaid enrollees undergoing TKA between 2014 and 2017 using de-identified medical and pharmacy claims. The primary outcome was chronic opioid use (opioid prescription filled 90-270 days following TKA). Trajectory group membership was determined by identifying distinct groups of patients with similar patterns of daily morphine milligram equivalent (MME) values during the postsurgery follow-up period.

resultsIn total, 1666 TKA surgeries performed in 1507 patients were included; 69% of patients were classified as chronic opioid users. Multivariable analyses identified prior opioid use, high opioid doses during the month after TKA, concomitant mood therapies and benzodiazepines, and comorbid conditions as important risk factors. Group-based trajectory analysis identified five distinct post-TKA surgery opioid use phenotypes with several key characteristics predicting group membership.

conclusionsThis large-scale analysis demonstrated that chronic opioid use was common after TKA surgery and established several important risk factors for chronic use following TKA. Novel analysis revealed five distinct opioid use trajectories and identified key characteristics to help guide clinicians when determining perioperative opioid use. Results demonstrate that interventional studies attempting to reduce opioids after TKA are needed if reductions in long-term use are to be realized in this high-risk patient population.

Indexed as

Chronic opioid use (COU)OpioidsPainTotal knee arthroplasties (TKA)

Identifiers

PMID35382897
PMCPMC8981598
OpenAlexW4223428743

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.