Evidence map›Paper›PMID 35351066›Full record

ArticleBMC musculoskeletal disorders2022

Multimodal prediction of pain and functional outcomes 6 months following total knee replacement: a prospective cohort study.

Robert R Edwards, Claudia Campbell, Kristin L Schreiber, Samantha Meints, Asimina Lazaridou, Marc O Martel, Marise Cornelius, Xinling Xu, Robert N Jamison, Jeffrey N Katz and 5 more

Open access · goldAbstract read
In one paragraph

Article in BMC musculoskeletal disorders, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
45citing papers in PubMed, 4 pooled it
12.2field-weighted citation impact, top 1% 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

45 citing papers in PubMed, 4 syntheses or guidelines pooled it, 74 citations in OpenAlex.

  1. Pooled it
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  4. Pooled it
  5. Trial
  6. Trial
  7. Effects of empowered relief on pain catastrophizing and outcomes post-total knee arthroplasty: A quasi-experimental study.Hong Kong physiotherapy journal : official publication of the Hong Kong Physiotherapy Association Limited = Wu li chih liao · 2026
    Article
  8. Article
  9. The complexity of pain in osteoarthritis.Nature reviews. Rheumatology · 2026
    Review
  10. Article
  11. Article
  12. Review
  13. Article
  14. Where Does It Hurt? A 4-S Model of Pain Onset and Recovery Across Body Sites Among Older Adults.The journals of gerontology. Series B, Psychological sciences and social sciences · 2025
    Article
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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

15 authors at 6 institutions in 2 countries.

Robert R EdwardsDepartment of Anesthesiology, Perioperative & Pain Medicine, Harvard Medical School, Brigham & Women's Hospital, Pain Management Center, 850 Boylston St, MA, 02467, Chestnut Hill, USA. RREdwards@BWH.Harvard.edu.
Claudia CampbellDepartment of Psychiatry & Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Kristin L SchreiberDepartment of Anesthesiology, Perioperative & Pain Medicine, Harvard Medical School, Brigham & Women's Hospital, Pain Management Center, 850 Boylston St, MA, 02467, Chestnut Hill, USA.
Samantha MeintsDepartment of Anesthesiology, Perioperative & Pain Medicine, Harvard Medical School, Brigham & Women's Hospital, Pain Management Center, 850 Boylston St, MA, 02467, Chestnut Hill, USA.
Asimina LazaridouDepartment of Anesthesiology, Perioperative & Pain Medicine, Harvard Medical School, Brigham & Women's Hospital, Pain Management Center, 850 Boylston St, MA, 02467, Chestnut Hill, USA.
Marc O MartelFaculties of Dentistry & Medicine, McGill University, Strathcona Anatomy & Dentistry building 3640 University Street, Montreal, Qc, H3A 2B2, Canada.
Marise CorneliusDepartment of Anesthesiology, Perioperative & Pain Medicine, Harvard Medical School, Brigham & Women's Hospital, Pain Management Center, 850 Boylston St, MA, 02467, Chestnut Hill, USA.
Xinling XuDepartment of Anesthesiology, Perioperative & Pain Medicine, Harvard Medical School, Brigham & Women's Hospital, Pain Management Center, 850 Boylston St, MA, 02467, Chestnut Hill, USA.
Robert N JamisonDepartment of Anesthesiology, Perioperative & Pain Medicine, Harvard Medical School, Brigham & Women's Hospital, Pain Management Center, 850 Boylston St, MA, 02467, Chestnut Hill, USA.
Jeffrey N KatzDepartments of Medicine and Orthopedic Surgery, Orthopedic and Arthritis Center for Outcomes Research, Harvard Medical School, Brigham & Women's Hospital, Boston, MA, USA.
Junie CarriereMcGill University, Montreal, Qc, H3A 2B2, Canada.
Harpal P KhanujaDepartment of Orthopaedic Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Robert S SterlingDepartment of Orthopaedic Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Michael T SmithDepartment of Psychiatry & Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Jennifer A HaythornthwaiteDepartment of Psychiatry & Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Harvard University · USJohns Hopkins University · USBrigham and Women's Hospital · USMcGill University · CAChestnut Hill College · USJohns Hopkins Medicine · US

Funding

Biobehavioral Risk Factors for Persistent Pain following Total Knee ArthroplastyR01AG034982 · NIA · BRIGHAM AND WOMEN'S HOSPITAL · PI EDWARDS, ROBERT R · 2010 to 2014
$3.2M
PREventing Pain after Surgery: A feasibility and acceptability study of Acceptance and Commitment Therapy for the prevention of chronic post surgical pain (PREPS)K23AR077088 · NIAMS · BRIGHAM AND WOMEN'S HOSPITAL · PI MEINTS, SAMANTHA M · 2021 to 2025
$1.0M
NIAMS NIH HHS K23 AR077088NIA NIH HHS R01 AG034982NIH HHS R01 AG034982
6 · The paper itself

Abstract

backgroundKnee 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.

methodsThis 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.

resultsThe 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.

conclusionsThis 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.

Indexed as

Arthroplasty, Replacement, KneeCohort StudiesHumansLongitudinal StudiesPostoperative PainProspective StudiesArthroplastyCatastrophizingKneeNegative AffectPost-Operative PainQuantitative Sensory TestingSleepTemporal SummationTKATKR

Identifiers

PMID35351066
PMCPMC8966339
OpenAlexW4220763371

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.