Risk for obstructive sleep apnea in obese, nondiabetic adults varies with insulin resistance status
Open accessAbstract
Purpose Obstructive sleep apnea (OSA) is an increasingly common sleep disorder, especially among obese adults. Early identification of adults at risk for OSA would be of substantial benefit; however, the magnitude of the obesity epidemic requires that screening be performed judiciously. The study's aim was to utilize questionnaires that assess OSA risk and symptoms to test the hypothesis that the most insulin-resistant subset of obese individuals is at highest risk for OSA.Methods Nondiabetic, overweight to obese volunteers underwent direct quantification of insulin sensitivity by measuring steady-state plasma glucose concentrations during the insulin suppression test. Insulin-sensitive and insulin-resistant individuals were administered the Berlin and STOP questionnaires to determine OSA risk status, and Epworth Sleepiness Scale (ESS) to evaluate daytime sleepiness. Fasting insulin and lipid/lipoprotein measurements were performed.Results Insulin-mediated glucose disposal differed threefold (p < 0.001) between equally obese, insulin-resistant (n = 22) and insulin-sensitive (n = 14) individuals, associated with higher fasting insulin and triglyceride and lower high-density lipoprotein cholesterol (HDL-C) concentrations in insulin-resistant individuals. Fourteen (64 %) insulin-resistant as compared with 2 (14 %) insulin-sensitive individuals were found to be at high risk for OSA by both questionnaires (p < 0.01). Whereas half of insulin-resistant individuals met the ESS criteria for excessive daytime sleepiness, only one insulin-sensitive individual did (p = 0.011).Conclusions High risk for OSA and excessive daytime sleepiness is prevalent among the insulin-resistant subgroup of obese individuals. Surrogate estimates of insulin resistance based on fasting insulin, triglycerides, and/or HDL-C can be used to help identify those obese adults who would benefit most from OSA screening and referral for polysomnography.
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The preponderance of self-reported evidence suggests a curvilinear relationship between habitual sleep duration and various medical conditions such that both short and long sleep duration are associated with obesity, hypertension, and diabetes mellitus.
“The preponderance of evidence emanating from self-reported data suggests a curvilinear relationship between habitual sleep duration and various medical conditions (eg, obesity, hypertension, and diabetes mellitus) such that both short sleep duration (SSD) and long sleep duration are associated with those conditions.”
From Sleep Duration and Quality: Impact on Lifestyle Behaviors and Cardiometabolic Health: A Scientific Statement From the American Heart Association (2016) · cites this paper as [17]
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Cites
A New Method for Measuring Daytime Sleepiness: The Epworth Sleepiness Scale
Johns, M. W. (1991) · Sleep · doi:10.1093/sleep/14.6.540 · Cited by 17,364 · see citing works
Diagnosis and Classification of Diabetes Mellitus
American Diabetes Association (2010) · Diabetes Care · doi:10.2337/dc11-s062 · Cited by 14,019 · see citing works
Prevalence and Trends in Obesity Among US Adults, 1999-2008
Flegal, K. M. (2010) · JAMA · doi:10.1001/jama.2009.2014 · Cited by 7,580 · see citing works
McNicholas, W. T., Strohl, K. P., White, D. P., Levy, P. A., Schmidt, W., Wheatley, J. R., Redline, S. S., Carley, D. W., Buysse, D. J., Young, T. B., et al. (1999) · PubMed · Cited by 3,665 · see citing works
Obstructive Sleep Apnea as a Risk Factor for Stroke and Death
Yaggi, H. K., Concato, J., Kernan, W. N., Lichtman, J. H., Brass, L. M., & Mohsenin, V. (2005) · New England Journal of Medicine · doi:10.1056/nejmoa043104 · Cited by 3,004 · see citing works
Using the Berlin Questionnaire To Identify Patients at Risk for the Sleep Apnea Syndrome
Netzer, N. C., Stoohs, R. A., Netzer, C. M., Clark, K., & Strohl, K. P. (1999) · Annals of Internal Medicine · doi:10.7326/0003-4819-131-7-199910050-00002 · Cited by 2,973 · see citing works
STOP Questionnaire: A Tool to Screen Patients for Obstructive Sleep Apnea
Chung, F., Yegneswaran, B., Liao, P., Chung, S. A., Vairavanathan, S., Islam, S., Khajehdehi, A., & Shapiro, C. M. (2008) · Anesthesiology · doi:10.1097/aln.0b013e31816d83e4 · Cited by 2,355 · see citing works
Shamsuzzaman, A., Gersh, B. J., & Somers, V. K. (2003) · JAMA · doi:10.1001/jama.290.14.1906 · Cited by 1,179 · see citing works
Use of metabolic markers to identify overweight individuals who are insulin resistant
McLaughlin, T., Abbasi, F., Cheal, K., Chu, J., Lamendola, C., & Reaven, G. (2003) · Annals of Internal Medicine · doi:10.7326/0003-4819-139-10-200311180-00007 · Cited by 1,022 · see citing works
Self-citationSleep-disordered Breathing and Insulin Resistance in Middle-aged and Overweight Men
Punjabi, N. M., Sorkin, J. D., Katzel, L. I., Goldberg, A. P., Schwartz, A. R., & SMITH, P. L. (2002) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/ajrccm.165.5.2104087 · Cited by 955 · see citing works
Insulin resistance as a predictor of age-related diseases
Facchini, F. S., Hua, N., Abbasi, F., & Reaven, G. M. (2001) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.86.8.7763 · Cited by 594 · see citing works
Self-citationShen, S.-W., Reaven, G. M., & Farquhar, J. W. (1970) · Journal of Clinical Investigation · doi:10.1172/jci106433 · Cited by 494 · see citing works
Self-citationInsulin resistance: the link between obesity and cardiovascular disease.
Reaven, G. (2011) · The Medical clinics of North America · doi:10.1016/j.mcna.2011.06.002 · Cited by 458 · see citing works
Self-citationPrevalence of Symptoms and Risk of Sleep Apnea in the US Population
Hiestand, D. M., Britz, P., Goldman, M., & Phillips, B. A. (2006) · CHEST Journal · doi:10.1378/chest.130.3.780 · Cited by 450 · see citing works
Yeni-Komshian, H., Carantoni, M., Abbasi, F., & Reaven, G. M. (2000) · Diabetes Care · doi:10.2337/diacare.23.2.171 · Cited by 414 · see citing works
Self-citationObstructive Sleep Apnea and Type 2 Diabetes
Tasali, E., Mokhlesi, B., & Van Cauter, E. (2008) · Chest · doi:10.1378/chest.07-0828 · Cited by 371 · see citing works
Assessment of Insulin Resistance with the Insulin Suppression Test and the Euglycemic Clamp
Greenfield, M. S., Doberne, L., Kraemer, F. B., Tobey, T. A., & Reaven, G. M. (1981) · Diabetes · doi:10.2337/diab.30.5.387 · Cited by 366 · see citing works
Self-citationObstructive sleep apnea and type 2 diabetes
Rasche, K., Keller, T., Tautz, B., Hader, C., Hergenç, G., Antosiewicz, J., Giulio, C. D., & Pokorski, M. (2010) · European journal of medical research · doi:10.1186/2047-783x-15-s2-152 · Cited by 366 · see citing works
Resistance to Insulin-Mediated Glucose Disposal as a Predictor of Cardiovascular Disease
Yip, J. W., Facchini, F. S., & Reaven, G. M. (1998) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.83.8.5005 · Cited by 359 · see citing works
Self-citationRobinson, G. V., Smith, D. M., Langford, B. A., Davies, R. J. O., & Stradling, J. R. (2006) · European Respiratory Journal · doi:10.1183/09031936.06.00062805 · Cited by 314 · see citing works
Li, C., Ford, E. S., Meng, Y., Mokdad, A. H., & Reaven, G. M. (2008) · Cardiovascular Diabetology · doi:10.1186/1475-2840-7-4 · Cited by 232 · see citing works
Self-citationEvaluation of octreotide to assess insulin-mediated glucose disposal by the insulin suppression test
Pei, D., Jones, C. N. O., Bhargava, R., Chen, Y. I., & Reaven, G. M. (1994) · Diabetologia · doi:10.1007/bf00404344 · Cited by 209 · see citing works
Self-citationVgontzas, A. N. (2008) · Archives of Physiology and Biochemistry · doi:10.1080/13813450802364627 · Cited by 191 · see citing works
Seicean, S., Kirchner, H. L., Gottlieb, D. J., Punjabi, N. M., Resnick, H. E., SANDERS, M. H., Budhiraja, R., Singer, M. E., & Redline, S. S. (2008) · Diabetes Care · doi:10.2337/dc07-2003 · Cited by 190 · see citing works
Insulin resistance and daytime sleepiness in patients with sleep apnoea
Barceló, A., Barbé, F., de la Peña, M., Martinez, P., Soriano, J. B., Piérola, J., & Agustí, A. G. N. (2008) · Thorax · doi:10.1136/thx.2007.093740 · Cited by 167 · see citing works
Sleep Breathing Disorders in the U.S. Female Population
Kapsimalis, F., & Kryger, M. H. (2009) · Journal of Women s Health · doi:10.1089/jwh.2008.1054 · Cited by 113 · see citing works
Insulin Resistance: the Link Between Obesity and Cardiovascular Disease
Reaven, G. M. (2008) · Endocrinology and Metabolism Clinics of North America · doi:10.1016/j.ecl.2008.06.005 · Cited by 108 · see citing works
Self-citationObstructive sleep apnoea is associated with diabetes in sleepy subjects
Ronksley, P. E., Hemmelgarn, B. R., Heitman, S. J., Hanly, P. J., Faris, P., Quan, H., & Tsai, W. H. (2009) · Thorax · doi:10.1136/thx.2009.115105 · Cited by 100 · see citing works
Assessment of insulin resistance with the insulin suppression test and the euglycemic clamp
Greenfield, M. S., Doberne, L., Kraemer, F. B., et al. (1981) · Diabetes · doi:10.2337/diabetes.30.5.387 · Cited by 90 · see citing works
High Baseline Insulin Levels Associated With 6-Year Incident Observed Sleep Apnea
Balkau, B., Vol, S., Loko, S., Andriamboavonjy, T., Lantieri, O., Gusto, G., Meslier, N., Racineux, J.-L., Tichet, J., & and the Data from an Epidemiologic Study on the Insulin Resistance Syndrome (D.E.S.I.R.) Study Group (2010) · Diabetes Care · doi:10.2337/dc09-1901 · Cited by 56 · see citing works
Sleepiness as a marker of glucose deregulation in obstructive sleep apnea
Nena, E., Steiropoulos, P., Παπάνας, Ν., Tsara, V., Fitili, C., Froudarakis, Μ. E., Maltezos, E. S., & Bouros, D. E. (2011) · Sleep And Breathing · doi:10.1007/s11325-010-0472-y · Cited by 52 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
St-Onge, M.-P., Grandner, M. A., Brown, D., Conroy, M. B., Jean-Louis, G., Coons, M., & Bhatt, D. L. (2016) · Circulation · doi:10.1161/cir.0000000000000444 · Cited by 1,044 · see citing works
Quintessential Risk Factors: Their Role in Promoting Cognitive Dysfunction and Alzheimer’s Disease
Daulatzai, M. A. (2012) · Neurochemical Research · doi:10.1007/s11064-012-0854-6 · Cited by 69 · see citing works
Daulatzai, M. A. (2013) · Neurotoxicity Research · doi:10.1007/s12640-013-9407-2 · Cited by 55 · see citing works
Obstructive Sleep Apnea in Obese Hospitalized Patients: A Single Center Experience
Sharma, S., Mather, P. J., Efird, J. T., Kahn, D., Shiue, K. Y., Cheema, M., Malloy, R., & Quan, S. F. (2015) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.4842 · Cited by 46 · see citing works
Peralta, F. G., Abreu, C., Castro, J. C., Alcarria, E., Cruz-Bravo, M., Garcia-Llorente, M. J., Albornos, C., Moreno, C., Cepeda, M., & Almodóvar, F. (2015) · BMC Endocrine Disorders · doi:10.1186/s12902-015-0074-6 · Cited by 35 · see citing works
Obstructive Sleep Apnea, Pain, and Opioid Analgesia in the Postoperative Patient
Doufas, A. G. (2013) · Current anesthesiology reports · doi:10.1007/s40140-013-0047-0 · Cited by 26 · see citing works
Heritability of type 2 diabetes and related traits
Lehtovirta, M. (2014) · Työväentutkimus Vuosikirja
Liu, A., Reaven, G. M., & Abbasi, F. (2013) · American Journal of Clinical Nutrition · doi:10.3945/ajcn.113.072876
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- Authors
- Liu, A., Kushida, C. A., & Reaven, G. M.
- Affiliations
- Stanford Medicine (US)
- Corresponding author
- Liu, Alice
- Venue
- Sleep and Breathing
- Published
- 2012-04-07
- Volume
- 17
- Issue
- 1
- Pages
- 333-338
- ISSN
- 1520-9512 (ISSN-L)
- 1522-1709
- PMC
- PMC3654654
- OpenAlex
- W2169025338
- Cited by
- 8
- References
- 31
- Citations by year
- 2016: 1 · 2015: 2 · 2014: 1 · 2013: 3 · 2012: 1
- FWCI
- 1.50
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Sleep And Breathing (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health
- National Heart, Lung, and Blood Institute (U01HL108647)
- National Institute of Diabetes and Digestive and Kidney Diseases (R01DK071309, F32DK079578, K23DK088877, P30DK020579)
- National Center for Research Resources (M-01 RR 00070, M01RR000070)
- Topics
- Health Sciences › Medicine › Physiology › Obstructive Sleep Apnea Research
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and related disorders
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Keywords
- obstructive sleep apnea, insulin resistance, obesity, non-diabetic adults, OSA screening, Berlin questionnaire, STOP questionnaire, Epworth Sleepiness Scale, excessive daytime sleepiness, insulin suppression test, fasting insulin, triglycerides, HDL cholesterol, insulin sensitivity
- MeSH terms
- Adult, Aged, Cross-Sectional Studies, Diabetes Mellitus, Type 2, Female, Humans, Disorders of Excessive Somnolence, Insulin, Insulin Resistance, Cholesterol, HDL, Male, Middle Aged, Obesity, Surveys and Questionnaires, Risk Factors, San Francisco, Triglycerides, Comorbidity, Incidence, Sleep Apnea, Obstructive
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