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Epidemiology/Health Services Research

Effect of A1C and Glucose on Postoperative Mortality in Noncardiac and Cardiac Surgeries

  1. Willem van den Boom1,
  2. Rebecca A. Schroeder2⇑,
  3. Michael W. Manning2,
  4. Tracy L. Setji3,
  5. Gic-Owens Fiestan4 and
  6. David B. Dunson1
  1. 1Department of Statistical Science, Duke University, Durham, NC
  2. 2Department of Anesthesiology, Duke University School of Medicine, Durham, NC
  3. 3Division of Endocrinology, Metabolism, and Nutrition, Department of Medicine, Duke University School of Medicine, Durham, NC
  4. 4Department of Neurobiology, Duke University School of Medicine, Durham, NC
  1. Corresponding author: Rebecca A. Schroeder, rebecca.schroeder{at}duke.edu.
Diabetes Care 2018 Apr; 41(4): 782-788. https://doi.org/10.2337/dc17-2232
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    Figure 1

    Case inclusion flow chart. Visual representation of how the 6,684 noncardiac and 6,393 cardiac cases analyzed were selected from the 431,480 surgical procedures available.

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    Figure 2

    Average perioperative glucose level versus preoperative A1C percentage. Visual summary of the association between preoperative A1C and the average of glucose from the day of surgery through postoperative day 2 from the generalized additive model fit on the 6,684 noncardiac (left) and 6,393 cardiac surgeries (right). The solid line is the mean prediction and the dashed lines the 95% CIs.

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    Figure 3

    Probability of postoperative mortality (Pr. of postop. mort.) versus A1C, glucose, age, and BMI. Visual summary of the associations between 30-day postoperative mortality and preoperative A1C, average of glucose measurements from day of surgery up to postoperative day 2, age, and BMI from the generalized additive logistic model fit on the 6,684 noncardiac (left) and 6,393 cardiac surgeries (right). The solid line is the estimated probability and the dashed lines the 95% CIs.

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    Demographic and clinical characteristics

    CharacteristicMean or n (%)SDQuartiles
    Q1MedianQ3
    Data set: 167,376 noncardiac procedures not constrained by having preoperative A1C and perioperative glucose measured or by procedure type
     Age (years)5318395567
     BMI296.6242832
     30-day postoperative mortality1,456 (0.9%)
     Female96,873 (58%)
    Data set: 6,684 noncardiac procedures constrained by having preoperative A1C and perioperative glucose measured and being among 199 types considered
     Age (years)6015506271
     BMI327.7263036
     30-day postoperative mortality156 (2.3%)
     Female3,518 (53%)
     Average perioperative glucose (mg/dL)14942118142172
     No. of perioperative glucose measurements11112815
     A1C (%|mmol/mol)7.1|541.7|195.9|416.6|497.8|62
    Data set: 12,199 cardiac procedures not constrained by having preoperative A1C and perioperative glucose measured or by procedure type
     Age6214546372
     BMI296.0252832
     30-day postoperative mortality273 (2.2%)
     Female4,557 (37%)
    Data set: 6,393 cardiac procedures constrained by having preoperative A1C and perioperative glucose measured and being among 9 types considered
     Age6412566573
     BMI296.0252832
     30-day postoperative mortality116 (1.8%)
     Female2,257 (35%)
     Average perioperative glucose (mg/dL)14619134145156
     No. of perioperative glucose measurements3213243342
     A1C (%|mmol/mol)6.4|461.4|155.6|386.0|426.7|50
    • Summary statistics of demographic and clinical characteristics for the cardiac and noncardiac sets of surgeries not constrained and constrained by having both preoperative A1C and perioperative glucose measured and by being one of the procedure types considered.

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April 2018, 41(4)
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Effect of A1C and Glucose on Postoperative Mortality in Noncardiac and Cardiac Surgeries
Willem van den Boom, Rebecca A. Schroeder, Michael W. Manning, Tracy L. Setji, Gic-Owens Fiestan, David B. Dunson
Diabetes Care Apr 2018, 41 (4) 782-788; DOI: 10.2337/dc17-2232

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Effect of A1C and Glucose on Postoperative Mortality in Noncardiac and Cardiac Surgeries
Willem van den Boom, Rebecca A. Schroeder, Michael W. Manning, Tracy L. Setji, Gic-Owens Fiestan, David B. Dunson
Diabetes Care Apr 2018, 41 (4) 782-788; DOI: 10.2337/dc17-2232
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