Evidence map›Paper›PMID 34304586›Full record

ArticleCirculation. Cardiovascular quality and outcomes2021

Trajectories of Pain After Cardiac Surgery: Implications for Measurement, Reporting, and Individualized Treatment.

Makoto Mori, Cornell Brooks, Sanket S Dhruva, Yuan Lu, Erica S Spatz, Pranammya Dey, Yawei Zhang, Sarwat I Chaudhry, Arnar Geirsson, Heather G Allore and 1 more

Registry-linked trialOpen access · bronzeAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
3.2field-weighted citation impact, top 8% 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.

NCT07508371 nanot yet recruitingnot on this mapstarted 2026, after this paper: background citation

The Effect of Back Massage With Mentholated Ointment After Coronary Artery Bypass Graft Surgery on Pain and Anxiety Levels

TypeinterventionalSponsorIstanbul Medipol University HospitalRan2026 to 2027Enrolled120ConditionsBypass, CardiopulmonaryArmsMenthol Massage, Massage
3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 17 citations in OpenAlex.

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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

11 authors at 5 institutions in 1 country.

Makoto MoriDivision of Cardiac Surgery, Yale School of Medicine, New Haven, CT (M.M., C.B., P.D., A.G.), Yale School of Medicine, New Haven, CT.
Cornell BrooksDivision of Cardiac Surgery, Yale School of Medicine, New Haven, CT (M.M., C.B., P.D., A.G.), Yale School of Medicine, New Haven, CT.
Sanket S DhruvaDepartment of Medicine, University of California San Francisco School of Medicine (S.S.D.).
Yuan LuCenter for Outcomes Research and Evaluation, Yale-New Haven Hospital, New Haven, CT (M.M., Y.L., E.S.S., H.M.K.).
Erica S SpatzSection of Cardiovascular Medicine, Department of Internal Medicine (E.S.S.), Yale School of Medicine, New Haven, CT.
Pranammya DeyDivision of Cardiac Surgery, Yale School of Medicine, New Haven, CT (M.M., C.B., P.D., A.G.), Yale School of Medicine, New Haven, CT.
Yawei ZhangDepartment of Environmental Health Sciences, Yale School of Public Health, Department of Surgery (Y.Z.), Yale School of Medicine, New Haven, CT.
Sarwat I ChaudhrySection of General Internal Medicine, Department of Medicine (S.I.C.), Yale School of Medicine, New Haven, CT.
Arnar GeirssonDivision of Cardiac Surgery, Yale School of Medicine, New Haven, CT (M.M., C.B., P.D., A.G.), Yale School of Medicine, New Haven, CT.
Heather G AlloreSection of Geriatrics, Department of Internal Medicine (H.G.A.), Yale School of Medicine, New Haven, CT.
Harlan M KrumholzCenter for Outcomes Research and Evaluation, Yale-New Haven Hospital, New Haven, CT (M.M., Y.L., E.S.S., H.M.K.).
Yale New Haven Hospital · USYale University · USCornell University · USSan Francisco VA Medical Center · USYale Cancer Center · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Short-Term Reserch Training: Students in Health SchoolsT35HL007649 · NHLBI · YALE UNIVERSITY · PI Sarwat I Chaudhry, Erica L Herzog · 1987 to 2026
$5.7M
NCATS NIH HHS UL1 TR001863NHLBI NIH HHS T35 HL007649
6 · The paper itself

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.

Indexed as

Cardiac Surgical ProceduresPostoperative PainCohort StudiesHumansLength of StaySurveys and Questionnaireslatent class analysismitral valvepostoperative painrecovery of function

Identifiers

PMID34304586
PMCPMC8366534
OpenAlexW3186778053

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

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.