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Serum triglyceride levels in relation to high-density lipoprotein cholesterol (TG-HDL) ratios as an efficient tool to estimate the risk of sleep apnea syndrome in non-overweight Japanese men

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Environmental Health and Preventive Medicine Aims and scope

Abstract

Objectives

Several studies have reported the association between sleep apnea syndrome and insulin resistance. Being overweight is known risk factor both for sleep apnea syndrome and insulin resistance. However, no studies have reported on the association between serum triglyceride levels in relation to high-density lipoprotein cholesterol (TG-HDL) ratios (a marker of insulin resistance) and sleep apnea syndrome accounting for body mass index (BMI) status.

Methods

Subjects for the present cross-sectional study consisted of 1,528 men aged 30–69 years undergoing pulse oximetry at a sleep disorders clinic for sleep apnea syndrome. Sleep apnea syndrome was diagnosed as a 3 % oxygen desaturation index (ODI) of ≥15 events/h.

Results

Among study participants, 241 men were diagnosed with sleep apnea syndrome. Independent of classical cardiovascular risk factors, TG-HDL was significantly positively associated with sleep apnea syndrome in participants with a BMI <25 kg/m2, but not in participants with a BMI ≥25 kg/m2. The multivariable adjusted odds ratio (OR) and 95 % confidence interval (95 % CI) of sleep apnea syndrome per Log TG-HDL was 2.03 (95 % CI: 1.36–3.03) for a BMI <25 kg/m2 and 1.23 (95 % CI: 0.89–1.70) for a BMI ≥25 kg/m2.

Conclusions

An independent positive association between TG-HDL levels and risk of sleep apnea syndrome was observed in participants with a BMI of <25 kg/m2, but not in participants with a BMI ≥25 kg/m2. TG-HDL levels could be an efficient tool to estimate the risk of sleep apnea syndrome in non-overweight Japanese men.

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References

  1. West SD, Nicoll DJ, Stradling JR. Prevalence of obstructive sleep apnoea in men with type 2 diabetes. Thorax. 2006;61:945–50.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  2. Sulit L, Storfer-Isser A, Kirchner HL, Redline S. Differences in polysomnography predictors for hypertension and impaired glucose tolerance. Sleep. 2006;29:777–83.

    PubMed  Google Scholar 

  3. Makino S, Handa H, Suzukawa K, Fujiwara M, Nakamura M, Muraoka S, Takasago I, Tanaka Y, Hashimoto K, Sugimoto T. Obstructive sleep apnoea syndrome, plasma adiponectin levels, and insulin resistance. Clin Endocrinol (Oxf). 2006;64:12–9.

    Article  CAS  Google Scholar 

  4. Hassaballa HA, Tulaimat A, Herdegen JJ, Mokhlesi B. The effect of continuous positive airway pressure on glucose control in diabetic patients with severe obstructive sleep apnea. Sleep Breath. 2005;9:176–80.

    Article  PubMed  Google Scholar 

  5. Punjabi NM, Shahar E, Redline S, Gottlieb DJ, Givelber R, Resnick HE, Sleep Heart Health Study Investigators. Sleep-disordered breathing, glucose intolerance, and insulin resistance: the Sleep Heart Health Study. Am J Epidemiol. 2004;160:521–30.

    Article  PubMed  Google Scholar 

  6. González-Chávez A, Simental-Mendía LE, Elizondo-Argueta S. Elevated triglycerides/HDL-cholesterol ratio associated with insulin resistance. Cir Cir. 2011;79:126–31.

    PubMed  Google Scholar 

  7. Suzuki R, Akashiba T, Saito O, Horie T. Risk factors in development of sleep apnea syndrome—a large population study using a simple monitoring system. Nihon Kokyuki Gakkai Zasshi. 2002;40:653–9 (Article in Japanese).

    PubMed  Google Scholar 

  8. Colhoun HM. The big picture on obesity and insulin resistance. J Am Coll Cardiol. 2002;40:944–5.

    Article  PubMed  Google Scholar 

  9. Imai E. Equation for estimating GFR from creatinine in Japan. Nihon Rinsho. 2008;66:1725–9 (Article in Japanese).

  10. Ishimaru N, Maeno T, Suzuki M, Maeno T. Prevalence of sleep apnea syndrome in Japanese patients with persistent fatigue. Gen Med. 2012;13:103–9.

    Article  Google Scholar 

  11. Tanaka S, Shima M. Assessment of screening tests for sleep apnea syndrome in the workplace. J Occup Health. 2010;52:99–105.

    Article  PubMed  Google Scholar 

  12. Meoli AL, Casey KR, Clark RW, Coleman JA Jr, Fayle RW, Troell RJ, Iber C, Clinical Practice Review Committee. Hypopnea in sleep-disordered breathing in adults. Sleep. 2001;24:469–70.

    CAS  PubMed  Google Scholar 

  13. Fietze I, Dingli K, Diefenbach K, Douglas NJ, Glos M, Tallafuss M, Terhalle W, Witt C. Night-to-night variation of the oxygen desaturation index in sleep apnoea syndrome. Eur Respir J. 2004;24:987–93.

    Article  CAS  PubMed  Google Scholar 

  14. Lin QC, Zhang XB, Chen GP, Huang DY, Din HB, Tang AZ. Obstructive sleep apnea syndrome is associated with some components of metabolic syndrome in nonobese adults. Sleep Breath. 2012;16:571–8.

    Article  PubMed  Google Scholar 

  15. Newman AB, Nieto FJ, Guidry U, Lind BK, Redline S, Pickering TG, Quan SF, Sleep Heart Health Study Research Group. Relation of sleep-disordered breathing to cardiovascular disease risk factors: the Sleep Heart Health Study. Am J Epidemiol. 2001;154:50–9.

    Article  CAS  PubMed  Google Scholar 

  16. McLaughlin T, Abbasi F, Cheal K, Chu J, Lamendola C, Reaven G. Use of metabolic markers to identify overweight individuals who are insulin resistant. Ann Intern Med. 2003;139:802–9.

    Article  PubMed  Google Scholar 

  17. Karelis AD, Pasternyk SM, Messier L, St-Pierre DH, Lavoie JM, Garrel D, Rabasa-Lhoret R. Relationship between insulin sensitivity and the triglyceride-HDL-C ratio in overweight and obese postmenopausal women: a MONET study. Appl Physiol Nutr Metab. 2007;32:1089–96.

    Article  CAS  PubMed  Google Scholar 

  18. Tangvarasittichai S, Poonsub P, Tangvarasittichai O. Association of serum lipoprotein ratios with insulin resistance in type 2 diabetes mellitus. Indian J Med Res. 2010;131:641–8.

    CAS  PubMed  Google Scholar 

  19. Rajan P, Greenberg H. Obstructive sleep apnea as a risk factor for type 2 diabetes mellitus. Nat Sci Sleep. 2015;7:113–25.

    PubMed  PubMed Central  Google Scholar 

  20. Shimada M, Ishibashi S, Gotoda T, Kawamura M, Yamamoto K, Inaba T, Harada K, Ohsuga J, Perrey S, Yazaki Y, Yamada N. Overexpression of human lipoprotein lipase protects diabetic transgenic mice from diabetic hypertriglyceridemia and hypercholesterolemia. Arterioscler Thromb Vasc Biol. 1995;15:1688–94.

    Article  CAS  PubMed  Google Scholar 

  21. Ling IT, James AL, Hillman DR. Interrelationships between body mass, oxygen desaturation, and apnea-hypopnea indices in a sleep clinic population. Sleep. 2012;35:89–96.

    Article  PubMed  PubMed Central  Google Scholar 

  22. Lam JC, Tan KC, Lai AY, Lam DC, Ip MS. Increased serum levels of advanced glycation end-products is associated with severity of sleep disordered breathing but not insulin sensitivity in non-diabetic men with obstructive sleep apnoea. Sleep Med. 2012;13:15–20.

    Article  PubMed  Google Scholar 

  23. Bucala R, Makita Z, Vega G, Grundy S, Koschinsky T, Cerami A, Vlassara H. Modification of low density lipoprotein by advanced glycation end products contributes to the dyslipidemia of diabetes and renal insufficiency. Proc Natl Acad Sci USA. 1994;91:9441–5.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  24. Genta PR, Marcondes BF, Danzi NJ, Lorenzi-Filho G. Ethnicity as a risk for obstructive sleep apnea: comparison of Japanese descendants and white males in São Paulo, Brazil. Braz J Med Biol Res. 2008;41:728–33.

    Article  CAS  PubMed  Google Scholar 

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Correspondence to Yuji Shimizu.

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All procedures performed in studies involving human participants were in accordance with the ethical standards of the institution research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. The Ethics Committee for Human Use of Nagasaki University obtained ethical approval.

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Shimizu, Y., Yoshimine, H., Nagayoshi, M. et al. Serum triglyceride levels in relation to high-density lipoprotein cholesterol (TG-HDL) ratios as an efficient tool to estimate the risk of sleep apnea syndrome in non-overweight Japanese men. Environ Health Prev Med 21, 321–326 (2016). https://doi.org/10.1007/s12199-016-0532-4

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  • DOI: https://doi.org/10.1007/s12199-016-0532-4

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