Evidence map›Paper›PMID 31722026›Full record

ArticleJAMA network open2019

Association of Early Postoperative Pain Trajectories With Longer-term Pain Outcome After Primary Total Knee Arthroplasty.

Jasvinder A Singh, Celeste A Lemay, Lisa Nobel, Wenyun Yang, Norman Weissman, Kenneth G Saag, Jeroan Allison, Patricia D Franklin

Open access · goldAbstract read
In one paragraph

Article in JAMA network open, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed, 2 pooled it
4.6field-weighted citation impact, top 5% 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

23 citing papers in PubMed, 2 syntheses or guidelines pooled it, 48 citations in OpenAlex.

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  6. Translating clinical and patient-reported data to tailored shared decision reports with predictive analytics for knee and hip arthritis.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2021
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  9. Multidomain postoperative recovery trajectories after lumbar and thoracolumbar spine surgery.The spine journal : official journal of the North American Spine Society · 2025
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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 3 institutions in 1 country.

Jasvinder A SinghMedicine Service, Birmingham Veterans Affairs Medical Center, Birmingham, Alabama.
Celeste A LemayDepartment of Orthopedics and Physical Rehabilitation, University of Massachusetts Medical School, Worcester.
Lisa NobelDepartment of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester.
Wenyun YangDepartment of Orthopedics and Physical Rehabilitation, University of Massachusetts Medical School, Worcester.
Norman WeissmanDepartment of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester.
Kenneth G SaagDepartment of Medicine, The University of Alabama at Birmingham.
Jeroan AllisonDepartment of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester.
Patricia D FranklinDepartment of Orthopedics and Physical Rehabilitation, University of Massachusetts Medical School, Worcester.
University of Massachusetts Chan Medical School · USBirmingham VA Medical Center · USUniversity of Alabama at Birmingham · US

Funding

Improving Orthopedic Outcomes Through a National TJR RegistryP50HS018910 · AHRQ · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI FRANKLIN, PATRICIA D · 2010 to 2013
$11.9M
UAB Deep South Arthritis and Musculoskeletal CERTsU19HS021110 · AHRQ · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI SAAG, KENNETH G · 2011 to 2015
$4.1M
AHRQ HHS P50 HS018910AHRQ HHS U19 HS021110
6 · The paper itself

Abstract

Importance: Studies to date have not comprehensively examined pain experience after total knee arthroplasty (TKA). Discrete patterns of pain in this period might be associated with pain outcomes at 6 to 12 months after TKA. Objectives: To examine patterns of individual post-TKA pain trajectories and to assess their independent associations with longer-term pain outcome after TKA. Design, Setting, and Participants: This prospective cohort study combined data from a national US TKA cohort with ancillary pain severity data at 2 weeks and 8 weeks after the index TKA using a numeric rating scale. All participants received primary, unilateral TKA within the Function and Outcomes Research for Comparative Effectiveness in Total Joint Replacement (FORCE-TJR) national network of community sites in 22 states or at the lead site (University of Massachusetts Medical School). Participants had a date of surgery between May 1, 2013, and December 1, 2014. The data analysis was performed between January 13, 2015, and July 5, 2016. Exposures: Pain trajectories in the postoperative period (8 weeks). Main Outcomes and Measures: Index knee pain at 6 months after TKA using the Knee Injury and Osteoarthritis Outcome Score (KOOS) pain scale. Group-based trajectory methods examined the presence of pain trajectories in the postoperative period (8 weeks) and assessed whether trajectories were independently associated with longer-term pain (6 months). Results: The cohort included 659 patients who underwent primary TKA with complete data at 4 points (preoperative, 2 weeks, 8 weeks, and 26 weeks). Their mean (SD) age was 67.1 (8.0) years, 64.5% (425 of 659) were female, the mean (SD) body mass index (calculated as weight in kilograms divided by height in meters squared) was 30.77 (5.66), 94.5% (613 of 649) were white, and the mean (SD) preoperative 36-Item Short Form Health Survey physical component summary and mental component summary scores were 34.1 (8.2) and 53.8 (11.4), respectively. Two pain trajectory subgroups were identified at 8 weeks after TKA: patients who experienced fast pain relief in the first 8 weeks after TKA (fast pain responders, composing 72.4% [477 of 659] of the sample) and patients who did not (slow pain responders, composing 27.6% [182 of 659] of the sample). After adjusting for patient factors, the pain trajectory at 8 weeks after TKA was independently associated with the mean KOOS pain score at 6 months, with a between-trajectory difference of -11.3 (95% CI, -13.9 to -8.7). Conclusions and Relevance: The trajectory among slow pain responders at 8 weeks after surgery was independently associated with improved but greater persistent index knee pain at 6 months after TKA compared with that among fast pain responders. Early identification of patients with a trajectory of slow pain response at 8 weeks after TKA may offer an opportunity for interventions in the perioperative period to potentially improve the long-term pain outcomes after TKA.

Indexed as

AgedArthroplasty, Replacement, KneeCohort StudiesFemaleHumansLong Term Adverse EffectsMaleMiddle AgedPain MeasurementPostoperative PainProspective StudiesSurveys and QuestionnairesTime FactorsUnited States

Identifiers

PMID31722026
PMCPMC6902788
OpenAlexW2983515447

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.