Evidence map›Paper›PMID 40314957›Full record

ArticleJAMA network open2025

Hospital and Clinician Practice Variation in Cardiac Surgery and Postoperative Acute Kidney Injury.

Michael R Mathis, Graciela B Mentz, Jie Cao, Emily A Balczewski, Allison M Janda, Donald S Likosky, Robert B Schonberger, Robert B Hawkins, Michael Heung, Gorav Ailawadi and 5 more

Abstract readMulticenter Study
In one paragraph

Article in JAMA network open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–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

5 citing papers in PubMed.

  1. Article
  2. Kidney Failure in Cardiogenic Shock.Circulation. Heart failure · 2026
    Review
  3. Article
  4. Article
  5. Review
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.

Michael R MathisDepartment of Anesthesiology, University of Michigan Medical School, Ann Arbor.
Graciela B MentzDepartment of Anesthesiology, University of Michigan Medical School, Ann Arbor.
Jie CaoJoan and Irwin Jacobs Center for Health Innovation, University of California San Diego.
Emily A BalczewskiDepartment of Computational Bioinformatics, University of Michigan Medical School, Ann Arbor.
Allison M JandaDepartment of Anesthesiology, University of Michigan Medical School, Ann Arbor.
Donald S LikoskyDepartment of Cardiac Surgery, University of Michigan Medical School, Ann Arbor.
Robert B SchonbergerDepartment of Anesthesiology, Yale School of Medicine, New Haven, Connecticut.
Robert B HawkinsDepartment of Cardiac Surgery, University of Michigan Medical School, Ann Arbor.
Michael HeungNephrology Division, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor.
Gorav AilawadiDepartment of Cardiac Surgery, University of Michigan Medical School, Ann Arbor.
Rahul LadhaniaDepartment of Health Management and Policy, University of Michigan, Ann Arbor.
Michael W SjodingDepartment of Internal Medicine, Pulmonary and Critical Care Medicine, University of Michigan Medical School, Ann Arbor.
Sachin KheterpalDepartment of Anesthesiology, University of Michigan Medical School, Ann Arbor.
Karandeep SinghJoan and Irwin Jacobs Center for Health Innovation, University of California San Diego.
MPOG Collaborators

Funding

MICHIGAN MEDICAL SCIENTIST TRAINING PROGRAMT32GM007863 · NIGMS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI COLLINS, KATHLEEN L. · 1985 to 2024
$38.3M
Research Training in AnesthesiaT32GM086287 · NIGMS · YALE UNIVERSITY · PI ROBERT SCHONBERGER · 2009 to 2026
$3.7M
Cardiac sURgery anesthesia Best practices to reduce Acute Kidney Injury (CURB-AKI)R01DK133226 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Michael Robert Mathis, Karandeep Singh · 2022 to 2026
$3.3M
COmparing iNoTRope prACtice variaTION in Cardiac Surgery (CONTRACTION-CS)R01HL167790 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Michael Robert Mathis · 2024 to 2026
$2.1M
University of Michigan Anesthesiology Post-Doctoral Research Training ProgramT32GM103730 · NIGMS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Chad M Brummett, SACHIN KHETERPAL · 2014 to 2026
$1.9M
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
NHLBI NIH HHS K23 HL166685NHLBI NIH HHS R01 HL167790NIDDK NIH HHS R01 DK133226NIGMS NIH HHS T32 GM007863NIGMS NIH HHS T32 GM086287NIGMS NIH HHS T32 GM103730
6 · The paper itself

Abstract

Importance: Approximately 30% of US patients develop acute kidney injury (AKI) after cardiac surgery, which is associated with increased morbidity, mortality, and health care costs. The variation in potentially modifiable hospital- and clinician-level operating room practices and their implications for AKI have not been rigorously evaluated. Objective: To quantify variation in clinician- and hospital-level hemodynamic and resuscitative practices during cardiac surgery and identify their associations with AKI. Design, Setting, and Participants: This cohort study analyzed integrated hospital, clinician, and patient data extracted from the Multicenter Perioperative Outcomes Group dataset and the Society of Thoracic Surgeons Adult Cardiac Surgical Database. Participants were adult patients (aged ≥18 years) who underwent cardiac surgical procedures between January 1, 2014, and February 1, 2022, at 8 geographically diverse US hospitals. Patients were followed up through March 2, 2022. Statistical analyses were performed from October 2024 to February 2025. Exposures: Hospital- and clinician-level variations in operating room hemodynamic practices (inotrope infusion >60 minutes and vasopressor infusion >60 minutes) and resuscitative practices (homologous red blood cell [RBC] transfusion and total fluid volume administration). Main Outcomes and Measures: The primary outcome was consensus guideline-defined AKI (any stage) within 7 days after cardiac surgery. Hospital- and clinician-level variations were quantified using intraclass correlation coefficients (ICCs). Associations of hospital- and clinician-level practices with AKI were analyzed using multilevel mixed-effects models, adjusting for patient-level characteristics. Results: Among 23 389 patients (mean [SD] age, 63 [13] years; 16 122 males [68.9%]), 4779 (20.4%) developed AKI after cardiac surgery. AKI rates varied across hospitals (median [IQR], 21.7% [15.5%-27.2%]) and clinicians (18.1% [10.1%-23.7%]). Significant clinician- and hospital-level variation existed for inotrope infusion (ICC, 6.2% [95% CI, 4.2%-8.0%] vs 17.9% [95% CI, 3.3%-31.9%]), vasopressor infusion (ICC, 11.7% [95% CI, 8.3%-14.9%] vs 44.5% [95% CI, 11.7%-63.5%]), RBC transfusion (ICC, 1.7% [95% CI, 0.9%-2.6%] vs 4.5% [95% CI, 1.2%-9.4%]), and fluid volume administration (ICC, 2.1% [95% CI, 1.3%-2.7%] vs 23.8% [95% CI, 2.7%-39.9%]). In multilevel risk-adjusted models, the AKI rate was higher for patients at hospitals with higher inotrope infusion rates (adjusted odds ratio [AOR], 1.98; 95% CI, 1.18-3.33; P = .01) and lower among clinicians with higher RBC transfusion rates (AOR, 0.89; 95% CI, 0.79-0.99; P = .03). Other practice variations were not associated with AKI. Conclusions and Relevance: This cohort study of adult patients found that hospital- and clinician-level variation in operating room practices was associated with AKI after cardiac surgery, suggesting possible targets for intervention.

Indexed as

Acute Kidney InjuryCardiac Surgical ProceduresHospitalsPostoperative ComplicationsPractice Patterns, Physicians'AgedCohort StudiesFemaleHumansMaleMiddle AgedUnited States

Identifiers

PMID40314957
PMCPMC12048843

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Registered trials

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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.