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Original Research

Sleep Characteristics, Mental Health, and Diabetes Risk

A prospective study of U.S. military service members in the Millennium Cohort Study

  1. Edward J. Boyko, MD1⇑,
  2. Amber D. Seelig, MPH2,
  3. Isabel G. Jacobson, MPH2,
  4. Tomoko I. Hooper, MD3,
  5. Besa Smith, PHD2,
  6. Tyler C. Smith, PHD3,
  7. Nancy F. Crum-Cianflone, MD, MPH2,
  8. for the Millennium Cohort Study Team*
  1. 1Seattle Epidemiologic Research and Information Center, Department of Veterans Affairs Puget Sound Health Care System, Seattle, Washington
  2. 2Deployment Health Research Department, Naval Health Research Center, San Diego, California
  3. 3Department of Preventive Medicine and Biometrics, Uniformed Services University of the Health Sciences, Bethesda, Maryland.
  1. Corresponding author: Edward J. Boyko, eboyko{at}uw.edu.
Diabetes Care 2013 Oct; 36(10): 3154-3161. https://doi.org/10.2337/DC13-0042
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Abstract

OBJECTIVE Research has suggested that a higher risk of type 2 diabetes associated with sleep characteristics exists. However, studies have not thoroughly assessed the potential confounding effects of mental health conditions associated with alterations in sleep.

RESEARCH DESIGN AND METHODS We prospectively assessed the association between sleep characteristics and self-reported incident diabetes among Millennium Cohort Study participants prospectively followed over a 6-year time period. Surveys are administered approximately every 3 years and collect self-reported data on demographics, height, weight, lifestyle, features of military service, sleep, clinician-diagnosed diabetes, and mental health conditions assessed by the PRIME-MD Patient Health Questionnaire and the PTSD Checklist–Civilian Version. Statistical methods for longitudinal data were used for data analysis.

RESULTS We studied 47,093 participants (mean 34.9 years of age; mean BMI 26.0 kg/m2; 25.6% female). During 6 years of follow-up, 871 incident diabetes cases occurred (annual incidence 3.6/1,000 person-years). In univariate analyses, incident diabetes was significantly more likely among participants with self-reported trouble sleeping, sleep duration <6 h, and sleep apnea. Participants reporting incident diabetes were also significantly older, of nonwhite race, of higher BMI, less likely to have been deployed, and more likely to have reported baseline symptoms of panic, anxiety, posttraumatic stress disorder, and depression. After adjusting for covariates, trouble sleeping (odds ratio 1.21 [95% CI 1.03–1.42]) and sleep apnea (1.78 [1.39–2.28]) were significantly and independently related to incident diabetes.

CONCLUSIONS Trouble sleeping and sleep apnea predict diabetes risk independent of mental health conditions and other diabetes risk factors.

Footnotes

  • B.S. is currently affiliated with the Department of Family and Preventive Medicine, University of California, San Diego, San Diego, California.

  • T.C.S. is currently affiliated with the Department of Community Health, School of Health and Human Services, National University Technology and Health Sciences Center, San Diego, California.

  • ↵*A complete list of the Millennium Cohort Study Team can be found in the acknowledgments.

  • The views expressed in this article are those of the authors and do not reflect the official policy or position of the Department of Veterans Affairs, Department of the Navy, Department of the Army, Department of the Air Force, Department of Defense, or the U.S. Government.

  • Received January 6, 2013.
  • Accepted April 29, 2013.
  • © 2013 by the American Diabetes Association.

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. See http://creativecommons.org/licenses/by-nc-nd/3.0/ for details.

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Diabetes Care: 42 (3)

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March 2019
Volume 42, Issue 3

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Sleep Characteristics, Mental Health, and Diabetes Risk
Edward J. Boyko, Amber D. Seelig, Isabel G. Jacobson, Tomoko I. Hooper, Besa Smith, Tyler C. Smith, Nancy F. Crum-Cianflone, for the Millennium Cohort Study Team*
Diabetes Care Oct 2013, 36 (10) 3154-3161; DOI: 10.2337/DC13-0042

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Sleep Characteristics, Mental Health, and Diabetes Risk
Edward J. Boyko, Amber D. Seelig, Isabel G. Jacobson, Tomoko I. Hooper, Besa Smith, Tyler C. Smith, Nancy F. Crum-Cianflone, for the Millennium Cohort Study Team*
Diabetes Care Oct 2013, 36 (10) 3154-3161; DOI: 10.2337/DC13-0042
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© 2019 by the American Diabetes Association. Diabetes Care Print ISSN: 0149-5992, Online ISSN: 1935-5548.