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Clinical Care/Education/Nutrition/Psychosocial Research

Association of Baseline Characteristics With Insulin Sensitivity and β-Cell Function in the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness (GRADE) Study Cohort

  1. Neda Rasouli1,2⇑,
  2. Naji Younes3,
  3. Kristina M. Utzschneider4,
  4. Silvio E. Inzucchi5,
  5. Ashok Balasubramanyam6,
  6. Andrea L. Cherrington7,
  7. Faramarz Ismail-Beigi8,
  8. Robert M. Cohen9,
  9. Darin E. Olson10,
  10. Ralph A. DeFronzo11,
  11. William H. Herman12,
  12. John M. Lachin3,
  13. Steven E. Kahn4, and
  14. the GRADE Research Group*
  1. 1Division of Endocrinology, Metabolism and Diabetes, Department of Medicine, University of Colorado School of Medicine, Aurora, CO
  2. 2VA Eastern Colorado Health Care System, Aurora, CO
  3. 3The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
  4. 4Division of Metabolism, Endocrinology and Nutrition, Department of Medicine, VA Puget Sound Health Care System and the University of Washington, Seattle, WA
  5. 5Yale School of Medicine, New Haven, CT
  6. 6Division of Diabetes, Endocrinology and Metabolism, Baylor College of Medicine, Houston, TX
  7. 7Department of Medicine, The University of Alabama at Birmingham, Birmingham, AL
  8. 8Department of Medicine, Case Western Reserve University and Louis Stokes Cleveland VA Medical Center, Cleveland, OH
  9. 9Division of Endocrinology, Diabetes and Metabolism, University of Cincinnati College of Medicine and Cincinnati VA Medical Center, Cincinnati, OH
  10. 10Atlanta VA Health Care System and Division of Endocrinology, Metabolism, and Lipids, Department of Medicine, Emory University School of Medicine, Atlanta, GA
  11. 11University of Texas Health Science Center at San Antonio, San Antonio, TX
  12. 12Departments of Internal Medicine and Epidemiology, University of Michigan, Ann Arbor, MI
  1. Corresponding author: Neda Rasouli, grademail{at}bsc.gwu.edu
    Diabetes Care 2021 Feb; 44(2): 340-349. https://doi.org/10.2337/dc20-1787
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    Abstract

    OBJECTIVE We investigated sex and racial differences in insulin sensitivity, β-cell function, and glycated hemoglobin (HbA1c) and the associations with selected phenotypic characteristics.

    RESEARCH DESIGN AND METHODS This is a cross-sectional analysis of baseline data from 3,108 GRADE (Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study) participants. All had type 2 diabetes diagnosed <10 years earlier and were on metformin monotherapy. Insulin sensitivity and β-cell function were evaluated using the HOMA of insulin sensitivity and estimates from oral glucose tolerance tests, including the Matsuda Index, insulinogenic index, C-peptide index, and oral disposition index (DI).

    RESULTS The cohort was 56.6 ± 10 years of age (mean ± SD), 63.8% male, with BMI 34.2 ± 6.7 kg/m2, HbA1c 7.5 ± 0.5%, and type 2 diabetes duration 4.0 ± 2.8 years. Women had higher DI than men but similar insulin sensitivity. DI was the highest in Black/African Americans, followed by American Indians/Alaska Natives, Asians, and Whites in descending order. Compared with Whites, American Indians/Alaska Natives had significantly higher HbA1c, but Black/African Americans and Asians had lower HbA1c. However, when adjusted for glucose levels, Black/African Americans had higher HbA1c than Whites. Insulin sensitivity correlated inversely with BMI, waist-to-hip ratio, triglyceride-to-HDL-cholesterol ratio (TG/HDL-C), and the presence of metabolic syndrome, whereas DI was associated directly with age and inversely with BMI, HbA1c, and TG/HDL-C.

    CONCLUSIONS In the GRADE cohort, β-cell function differed by sex and race and was associated with the concurrent level of HbA1c. HbA1c also differed among the races, but not by sex. Age, BMI, and TG/HDL-C were associated with multiple measures of β-cell function and insulin sensitivity.

    Footnotes

    • ↵* A complete list of GRADE Research Group members is included in the supplementary material online.

    • Clinical trial reg. no. NCT01794143, clinicaltrials.gov

    • This article contains supplementary material online at https://doi.org/10.2337/figshare.13247033.

    • Received July 16, 2020.
    • Accepted November 11, 2020.
    • © 2020 by the American Diabetes Association
    https://www.diabetesjournals.org/content/license

    Readers may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. More information is available at https://www.diabetesjournals.org/content/license.

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    Association of Baseline Characteristics With Insulin Sensitivity and β-Cell Function in the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness (GRADE) Study Cohort
    Neda Rasouli, Naji Younes, Kristina M. Utzschneider, Silvio E. Inzucchi, Ashok Balasubramanyam, Andrea L. Cherrington, Faramarz Ismail-Beigi, Robert M. Cohen, Darin E. Olson, Ralph A. DeFronzo, William H. Herman, John M. Lachin, Steven E. Kahn, the GRADE Research Group
    Diabetes Care Feb 2021, 44 (2) 340-349; DOI: 10.2337/dc20-1787

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    Association of Baseline Characteristics With Insulin Sensitivity and β-Cell Function in the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness (GRADE) Study Cohort
    Neda Rasouli, Naji Younes, Kristina M. Utzschneider, Silvio E. Inzucchi, Ashok Balasubramanyam, Andrea L. Cherrington, Faramarz Ismail-Beigi, Robert M. Cohen, Darin E. Olson, Ralph A. DeFronzo, William H. Herman, John M. Lachin, Steven E. Kahn, the GRADE Research Group
    Diabetes Care Feb 2021, 44 (2) 340-349; DOI: 10.2337/dc20-1787
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