Evidence map›Paper›PMID 26786574›Full record

ArticleDiabetes care2016

Diabetes and the Association of Postoperative Hyperglycemia With Clinical and Economic Outcomes in Cardiac Surgery.

Giampaolo Greco, Bart S Ferket, David A D'Alessandro, Wei Shi, Keith A Horvath, Alexander Rosen, Stacey Welsh, Emilia Bagiella, Alexis E Neill, Deborah L Williams and 10 more

Open access · bronzeAbstract readMulticenter Study
In one paragraph

Article in Diabetes care, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed
7.9field-weighted citation impact, top 2% 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.

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

31 citing papers in PubMed, 70 citations in OpenAlex.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

20 authors at 10 institutions in 1 country.

Giampaolo GrecoInternational Center for Health Outcomes and Innovation Research (InCHOIR), the Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY giampaolo.greco@mountsinai.org.
Bart S FerketInternational Center for Health Outcomes and Innovation Research (InCHOIR), the Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY.
David A D'AlessandroDepartment of Cardiothoracic Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, New York, NY.ORCID http://orcid.org/0000-0002-4205-4838
Wei ShiInternational Center for Health Outcomes and Innovation Research (InCHOIR), the Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY.
Keith A HorvathDepartment of Cardiothoracic Surgery, NIH Heart Center at Suburban Hospital, Bethesda, MD.ORCID http://orcid.org/0000-0003-1372-7244
Alexander RosenIcahn School of Medicine at Mount Sinai, New York, NY.
Stacey WelshDivision of Cardiovascular and Thoracic Surgery, Department of Surgery, Duke University Medical Center, Durham, NC.
Emilia BagiellaInternational Center for Health Outcomes and Innovation Research (InCHOIR), the Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY.
Alexis E NeillDepartment of Cardiothoracic Surgery, Emory University Hospital Midtown, Atlanta, GA.
Deborah L WilliamsInternational Center for Health Outcomes and Innovation Research (InCHOIR), the Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY.
Ann GreenbergDepartment of Cardiothoracic Surgery, NIH Heart Center at Suburban Hospital, Bethesda, MD.
Jeffrey N BrowndykeDepartment of Psychiatry & Behavioral Sciences, Duke University Medical Center, Durham, NC.
A Marc GillinovDepartment of Thoracic and Cardiovascular Surgery, Cleveland Clinic Foundation, Cleveland, OH.
Mary Lou MayerDepartment of Surgery, Division of Cardiovascular Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA.
Jessica Keim-MalpassDivision of Thoracic and Cardiovascular Surgery, University of Virginia School of Medicine, Charlottesville, VA.
Lopa S GuptaInternational Center for Health Outcomes and Innovation Research (InCHOIR), the Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY.
Samuel F HohmannUniversity HealthSystem Consortium, Chicago, IL.
Annetine C GelijnsInternational Center for Health Outcomes and Innovation Research (InCHOIR), the Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY.
Patrick T O'GaraCardiovascular Division, Brigham and Women's Hospital, Boston, MA.
Alan J MoskowitzInternational Center for Health Outcomes and Innovation Research (InCHOIR), the Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY.
Icahn School of Medicine at Mount Sinai · USDuke Medical Center · USSuburban Hospital · USAlbert Einstein College of Medicine · USBrigham and Women's Hospital · USCleveland Clinic · USEmory University Hospital Midtown · USUniversity HealthSystem Consortium · USUniversity of Pennsylvania · USUniversity of Virginia · US

Funding

REVISED CAROL ACT IIU01HL088942 · NHLBI · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI GELIJNS, ANNE CHRISTINE, MOSKOWITZ, ALAN J · 2007 to 2025
$122.6M
Cardiothoracic Surgical Network Clinical CenterU01HL088953 · NHLBI · DUKE UNIVERSITY · PI SMITH, PETER K · 2007 to 2013
$2.6M
Core Clinical Centers for the CTSNUM1HL088953 · NHLBI · DUKE UNIVERSITY · PI SMITH, PETER K · 2013 to 2017
$2.5M
Canadian Institutes of Health ResearchNHLBI NIH HHS 7U01-HL-088942NHLBI NIH HHS U01 HL088942NHLBI NIH HHS U01 HL088953NHLBI NIH HHS UM1 HL088953
6 · The paper itself

Abstract

objectiveThe management of postoperative hyperglycemia is controversial and generally does not take into account pre-existing diabetes. We analyzed clinical and economic outcomes associated with postoperative hyperglycemia in cardiac surgery patients, stratifying by diabetes status. RESEARCH DESIGN AND

methodsMulticenter cohort study in 4,316 cardiac surgery patients operated on in 2010. Glucose was measured at 6-h intervals for 48 h postoperatively. Outcomes included cost, hospital length of stay (LOS), cardiac and respiratory complications, major infections, and death. Associations between maximum glucose levels and outcomes were assessed with multivariable regression and recycled prediction analyses.

resultsIn patients without diabetes, increasing glucose levels were associated with a gradual worsening of outcomes. In these patients, hyperglycemia (≥180 mg/dL) was associated with an additional cost of $3,192 (95% CI 1,972 to 4,456), an additional hospital LOS of 0.8 days (0.4 to 1.3), an increase in infections of 1.6% (0.5 to 2.8), and an increase in respiratory complications of 2.6% (0.0 to 5.3). However, among patients with insulin-treated diabetes, optimal outcomes were associated with glucose levels considered to be hyperglycemic (180 to 240 mg/dL). This level of hyperglycemia was associated with cost reductions of $6,225 (-12,886 to -222), hospital LOS reductions of 1.6 days (-3.7 to 0.4), infection reductions of 4.1% (-9.1 to 0.0), and reductions in respiratory complication of 12.5% (-22.4 to -3.0). In patients with non-insulin-treated diabetes, outcomes did not differ significantly when hyperglycemia was present.

conclusionsGlucose levels <180 mg/dL are associated with better outcomes in most patients, but worse outcomes in patients with diabetes with a history of prior insulin use. These findings support further investigation of a stratified approach to the management of patients with stress-induced postoperative hyperglycemia based on prior diabetes status.

Indexed as

Cardiac Surgical ProceduresAgedBlood GlucoseCardiovascular DiseasesDiabetes MellitusFemaleHumansHyperglycemiaLength of StayMaleMiddle AgedPostoperative PeriodProspective StudiesStress, PhysiologicalTreatment OutcomeBlood Glucose

Identifiers

PMID26786574
PMCPMC4764032
OpenAlexW2251290047

What OpenQuestion holds

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Read underepoch 390

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.