ArticleCirculation. Cardiovascular quality and outcomes2021
Trajectories of Pain After Cardiac Surgery: Implications for Measurement, Reporting, and Individualized Treatment.
Article in Circulation. Cardiovascular quality and outcomes, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07508371 (The Effect of Back Massage With Mentholated Ointment After Coronary Artery Bypass Graft Surgery on Pain and Anxiety Levels), which is not on this map. Cited by 8 papers.
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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.
The Effect of Back Massage With Mentholated Ointment After Coronary Artery Bypass Graft Surgery on Pain and Anxiety Levels
Who cites it
8 citing papers in PubMed, 17 citations in OpenAlex.
- Does weight-adjusted dosing improve outcomes over fixed-volume bupivacaine in transversus thoracic muscle plane block for cardiac surgery? A prospective randomised controlled trial.Indian journal of anaesthesia · 2026Article
- Severity-Based Latent Profiles of Pain Catastrophizing and Their Cross-Sectional Associations with Fear of Pain, Sleep Quality, and Psychological Resilience in Patients Following Cardiac Surgery.Journal of pain research · 2026Article
- Management of analgesia in cardiac surgery.Pain management · 2025Review
- Article
- Efficacy of parasternal peripheral nerve cathetersBJA open · 2024Article
- Continuous Bilateral Transversus Thoracicmuscle Plane Block: An Analgesia Boon for Scoliotic Patients Undergoing Cardiac Surgery.Annals of cardiac anaesthesia · 2024Article
- Pain Trajectory after Short-Stay Anorectal Surgery: A Prospective Observational Study.Journal of personalized medicine · 2023Article
- Characterization of multi-domain postoperative recovery trajectories after cardiac surgery using a digital platform.NPJ digital medicine · 2022Article
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Authors and funding
11 authors at 5 institutions in 1 country.
Funding
Abstract
backgroundPostoperative pain after cardiac surgery is a significant problem, but studies often report pain value as an average of the study cohort, obscuring clinically meaningful differences in pain trajectories. We sought to characterize heterogeneity in postoperative pain experiences.
methodsWe enrolled patients undergoing a cardiac surgery at a tertiary care center between January 2019 and February 2020. Participants received an electronically-delivered questionnaire every 3 days for 30 days to assess incision site pain level. We evaluated the variability in pain trajectories over 30 days by the cohort-level mean with confidence band and latent classes identified by group-based trajectory model. Group-based trajectory model estimated the probability of belonging to a specific trajectory of pain.
resultsOf 92 patients enrolled, 75 provided ≥3 questionnaire responses. The cohort-level mean showed a gradual and consistent decline in the mean pain level, but the confidence bands covered most of the pain score range. The individual-level trajectories varied substantially across patients. Group-based trajectory model identified 4 pain trajectories: persistently low (n=9, 12%), moderate declining (initially mid-level, followed by decline; n=26, 35%), high declining (initially high-level, followed by decline; n=33, 44%), and persistently high pain (n=7, 9%). Persistently high pain and high declining groups did not seem to be clearly distinguishable until approximately postoperative day 10. Patients in persistently low pain trajectory class had a numerically lower median age than the other 3 classes and were below the lower confidence band of the cohort-level approach. Patients in the persistently high pain trajectory class had a longer median length of hospital stay than the other 3 classes and were often higher than the upper confidence band of the cohort-level approach.
conclusionsWe identified 4 trajectories of postoperative pain that were not evident from a cohort-level mean, which has been a common way of reporting pain level. This study provides key information about the patient experience and indicates the need to understand variation among sites and surgeons and to investigate determinants of different experience and interventions to mitigate persistently high pain.
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