ArticleBMC musculoskeletal disorders2022
Multimodal prediction of pain and functional outcomes 6 months following total knee replacement: a prospective cohort study.
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.
What it found
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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.
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.
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Who cites it
45 citing papers in PubMed, 4 syntheses or guidelines pooled it, 74 citations in OpenAlex.
- Systematic Review of Methods for Individual Prediction of Postoperative Pain.Pain research & management · 2025Pooled it
- Navigating the biopsychosocial landscape: A systematic review on the association between social support and chronic pain.PloS one · 2025Pooled it
- Association of Genetic Variants with Postsurgical Pain: A Systematic Review and Meta-analyses.Anesthesiology · 2023Pooled it
- Factors correlated with pain after total knee arthroplasty: A systematic review and meta-analysis.PloS one · 2023Pooled it
- Psychometric properties of the knee osteoarthritis pain index.Pain medicine (Malden, Mass.) · 2025Trial
- Brief Mindfulness-Based Cognitive Behavioral Therapy is Associated with Faster Recovery in Patients Undergoing Total Knee Arthroplasty: A Pilot Clinical Trial.Pain medicine (Malden, Mass.) · 2023Trial
- 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 · 2026Article
- Effects of pain neuroscience education combined with blood flow restriction training on chronic postoperative pain following total knee arthroplasty: a randomized controlled trial protocol.Journal of orthopaedic surgery and research · 2026Article
- The complexity of pain in osteoarthritis.Nature reviews. Rheumatology · 2026Review
- Association of arthritis and total joint arthroplasty with self-reported function in former professional American-style football players.PM & R : the journal of injury, function, and rehabilitation · 2026Article
- Article
- Pain and Suicide Behavior in Cancer Patients: Implications for Personalized Treatment-A Systematic Review.Journal of personalized medicine · 2026Review
- Editorial: Are they being difficult or just having a difficult time?Pain medicine (Malden, Mass.) · 2025Article
- 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 · 2025Article
- Evaluating the effectiveness of genicular radiofrequency ablation for chronic knee pain using the patient-reported outcomes measurement information system (PROMIS) global health-physical health domain: Results of a cross-sectional cohort study.Interventional pain medicine · 2025Article
- Recognizing pain phenotypes: biopsychosocial sources of variability in the transition to chronic postsurgical pain.Regional anesthesia and pain medicine · 2025Review
- Article
- Presurgical anxiety and acute postsurgical pain predict worse chronic pain profiles after total knee/hip arthroplasty.Archives of orthopaedic and trauma surgery · 2025Article
- High Pain Self-Efficacy Reduces the Use of Analgesics in the Early Postoperative Period After Total Knee Arthroplasty: A Retrospective Cohort Study.Journal of pain research · 2025Article
- Chronic Post-Surgical Pain After Hip and Knee Arthroplasty: An Update on Mechanisms, Risk Factors, and Interventional Treatment Modalities.Journal of pain research · 2025Review
Corrections and comments
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Authors and funding
15 authors at 6 institutions in 2 countries.
Funding
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.
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Registered trials
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