Evidence map›Paper›PMID 39167548›Full record

ArticleAnesthesia and analgesia2025

Opioid Dose Variation in Cardiac Surgery: A Multicenter Study of Practice.

Clark Fisher, Allison M Janda, Xiwen Zhao, Yanhong Deng, Amit Bardia, N David Yanez, Michael L Burns, Michael F Aziz, Miriam Treggiari, Michael R Mathis and 2 more

Abstract readMulticenter Study
In one paragraph

Article in Anesthesia and analgesia, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

10 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Observational
  4. Article
  5. Article
  6. Review
  7. What is new in cardiac anesthesia in 2024?Journal of anesthesia and translational medicine · 2025
    Review
  8. Article
  9. Article
  10. Article
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

12 authors.

Clark FisherFrom the Department of Anesthesiology, Yale School of Medicine, New Haven, Connecticut.
Allison M JandaDepartment of Anesthesiology, University of Michigan, Ann Arbor, Michigan.
Xiwen ZhaoYale Center for Analytical Sciences, Yale School of Public Health, New Haven, Connecticut.
Yanhong DengYale Center for Analytical Sciences, Yale School of Public Health, New Haven, Connecticut.
Amit BardiaDepartment of Anesthesiology, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, Massachusetts.
N David YanezDepartment of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, North Carolina.
Michael L BurnsDepartment of Anesthesiology, University of Michigan, Ann Arbor, Michigan.
Michael F AzizDepartment of Anesthesiology & Perioperative Medicine, Oregon Health & Science University, Portland, Oregon.
Miriam TreggiariDepartment of Anesthesiology, Duke University School of Medicine, Durham, North Carolina.
Michael R MathisDepartment of Anesthesiology, University of Michigan, Ann Arbor, Michigan.
Hung-Mo LinDepartment of Anesthesiology, Yale School of Medicine, Yale Center for Analytical Sciences, Yale School of Public Health, New Haven, Connecticut.
Robert B SchonbergerFrom the Department of Anesthesiology, Yale School of Medicine, New Haven, Connecticut.

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
Research Training in AnesthesiaT32GM086287 · NIGMS · YALE UNIVERSITY · PI ROBERT SCHONBERGER · 2009 to 2026
$3.7M
Anesthetic Induction Overdose Among Elderly Surgical PatientsR01AG059607 · NIA · YALE UNIVERSITY · PI SCHONBERGER, ROBERT · 2019 to 2022
$1.8M
PHEnylephrine versus NOrepinephrine in Major NONcardiac surgery (PHENOMeNON): Foundational Studies for a Pragmatic Randomized Clinical Trial.K23HL166685 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Allison Mary Janda · 2023 to 2026
$689k
NCATS NIH HHS UL1 TR001863NHLBI NIH HHS K23 HL166685NIA NIH HHS R01 AG059607NIGMS NIH HHS T32 GM086287
6 · The paper itself

Abstract

backgroundAlthough high-opioid anesthesia was long the standard for cardiac surgery, some anesthesiologists now favor multimodal analgesia and low-opioid anesthetic techniques. The typical cardiac surgery opioid dose is unclear, and the degree to which patients, anesthesiologists, and institutions influence this opioid dose is unknown.

methodsWe reviewed data from nonemergency adult cardiac surgeries requiring cardiopulmonary bypass performed at 30 academic and community hospitals within the Multicenter Perioperative Outcomes Group registry from 2014 through 2021. Intraoperative opioid administration was measured in fentanyl equivalents. We used hierarchical linear modeling to attribute opioid dose variation to the institution where each surgery took place, the primary attending anesthesiologist, and the specifics of the surgical patient and case.

resultsAcross 30 hospitals, 794 anesthesiologists, and 59,463 cardiac cases, patients received a mean of 1139 (95% confidence interval [CI], 1132-1146) fentanyl mcg equivalents of opioid, and doses varied widely (standard deviation [SD], 872 µg). The most frequently used opioids were fentanyl (86% of cases), sufentanil (16% of cases), hydromorphone (12% of cases), and morphine (3% of cases). 0.6% of cases were opioid-free. 60% of dose variation was explainable by institution and anesthesiologist. The median difference in opioid dose between 2 randomly selected anesthesiologists across all institutions was 600 µg of fentanyl (interquartile range [IQR], 283-1023 µg). An anesthesiologist's intraoperative opioid dose was strongly correlated with their frequency of using a sufentanil infusion (r = 0.81), but largely uncorrelated with their use of nonopioid analgesic techniques (|r| < 0.3).

conclusionsHigh-dose opioids predominate in cardiac surgery, with substantial dose variation from case to case. Much of this variation is attributable to practice variability rather than patient or surgical differences. This suggests an opportunity to optimize opioid use in cardiac surgery.

Indexed as

Analgesics, OpioidCardiac Surgical ProceduresPostoperative PainPractice Patterns, Physicians'AgedAnesthesiologistsDose-Response Relationship, DrugFemaleFentanylHumansMaleMiddle AgedRegistriesRetrospective StudiesAnalgesics, OpioidFentanyl

Identifiers

PMID39167548
PMCPMC11842693

What OpenQuestion holds

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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.