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Obesity does not modify the effect of continuous positive airway pressure on insulin resistance in adults with obstructive sleep apnoea

Victoria M. Pak, David G. Maislin, Brendan T. Keenan, Xiaofeng Guo, Ray Townsend, Bryndis Benediktsdottir, Allan I. Pack, Thorarinn Gislason, Samuel T. Kuna
ERJ Open Research 2023 9: 00443-2022; DOI: 10.1183/23120541.00443-2022
Victoria M. Pak
1Emory University, School of Nursing, Atlanta, GA, USA
2Emory University, Rollins School of Public Health, Department of Epidemiology, Atlanta, GA, USA
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  • For correspondence: Victoria.m.pak@emory.edu
David G. Maislin
3Division of Sleep Medicine, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA
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Brendan T. Keenan
3Division of Sleep Medicine, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA
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Xiaofeng Guo
3Division of Sleep Medicine, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA
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Ray Townsend
4Renal-Electrolyte and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Bryndis Benediktsdottir
5Department of Sleep Medicine, Landspitali – The National University Hospital of Iceland, Reykjavik, Iceland
6Faculty of Medicine, University of Iceland, Reykjavik, Iceland
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Allan I. Pack
3Division of Sleep Medicine, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA
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Thorarinn Gislason
5Department of Sleep Medicine, Landspitali – The National University Hospital of Iceland, Reykjavik, Iceland
6Faculty of Medicine, University of Iceland, Reykjavik, Iceland
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Samuel T. Kuna
3Division of Sleep Medicine, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA
7Sleep Medicine Section, Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, PA, USA
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Abstract

This study found no evidence that obesity significantly modifies the effect of 4 months of CPAP treatment on HOMA-IR. Longer duration of CPAP treatment may be needed in order to reduce insulin resistance and determine whether obesity modifies the effect. https://bit.ly/3CtX7jZ

To the Editor:

Obstructive sleep apnoea (OSA) and obesity are independent risk factors for the development of insulin resistance [1]. Studies on the impact of continuous positive airway pressure (CPAP) treatment on insulin resistance [2] have shown the CPAP significantly improved insulin resistance based on the Homeostatic Model Assessment of Insulin Resistance (HOMA-IR) values in patients with type 2 diabetes and OSA. However, the effect of obesity on the insulin resistance response to CPAP treatment of adults with OSA is unknown. The goal of this study was to compare the changes in HOMA-IR following 4 months adherence to CPAP treatment in obese and non-obese adults with OSA. We postulated that HOMA-IR would improve with the reversal of OSA pathophysiology caused by adherence to CPAP treatment, and that the benefits of CPAP would differ in obese and non-obese individuals.

We analysed data from the Penn Iceland Sleep Apnea (PISA) (www.clinicaltrials.gov identifier number NCT03176732) cohort, and examined HOMA-IR at baseline and 4 months in obese and non-obese participants adherent to CPAP, and who did not self-report having diabetes and were not prescribed insulin or any oral hypoglycaemic agent. PISA was an observational study in adults with OSA adherent to CPAP; details of this study have been previously reported [3, 4].

Participants performed an overnight polysomnogram at baseline. Fasting blood draws and HOMA-IR measurements were performed at baseline and following 4 months CPAP treatment. HOMA-IR was calculated using the formula [5]: Formula Participants who had an average daily positive airway pressure (PAP) use ≥4 h·day−1 over ≥90 days follow-up were included in this study. Body mass index (BMI) was used to classify participants as obese (BMI >30 kg·m-2) or non-obese (BMI ≤30 kg·m-2).

Wilcoxon rank-sum and Fisher's exact tests were used to compare continuous and categorical variables, respectively, at baseline. HOMA-IR levels were natural logarithm transformed in all analyses. ln(HOMA-IR) at baseline and changes from baseline within and between BMI groups following CPAP treatment were evaluated. All analyses were restricted to participants with nonmissing values at both baseline and follow-up. Comparisons of changes from baseline in ln(HOMA-IR) and estimates of within-subject changes were evaluated in the context of a generalised linear model with subject-specific change scores as the outcome. Models were adjusted for baseline ln(HOMA-IR), baseline age, BMI, race, sex, site, 24-h mean arterial pressure and current smoking status. Results are presented as the ratio of follow-up to baseline values (i.e. the proportional change from baseline) for within-group changes and the ratio of change scores for between group comparisons. Statistical significance was based on p<0.05. SAS version 9.4 (SAS Institute, Cary, NC, USA) and R version 3.6 (www.r-project.org) were used for all analyses.

We evaluated 107 adults (84% males) with newly diagnosed OSA. Mean±sd BMI was 31.1±4.0 kg·m−2 and apnoea–hypopnea index (AHI) was 37.2±15.8 events per h. The mean±sd PAP adherence was 5.72±0.98 h CPAP usage per night overall, and 5.63±1.05 h in the obese and 5.85±0.87 h in the non-obese groups (p=0.152). Significant differences in baseline ln(HOMA-IR) were found between obese and non-obese participants (p=0.003), with higher ln(HOMA-IR) levels observed among the obese (4.43±0.61) compared to the non-obese (4.09±0.51). BMI was positively correlated with ln(HOMA-IR) (ρ=0.322, p=0.0007), whereas there was no significant association between AHI and ln(HOMA-IR) (ρ=0.027, p=0.783) among our sample of persons with OSA.

We found no statistically significant evidence that obesity modifies the effect of 4 months CPAP treatment on ln(HOMA-IR). Among obese participants, ln(HOMA-IR) showed a nonsignificant 8% increase from baseline to follow-up (1.08, 95% CI 0.98–1.18) compared to no meaningful change among the non-obese (0.98, 95% 0.86–1.11). Relatedly, the change in ln(HOMA-IR) among obese participants was 10% greater than in non-obese participants (1.10, 95% CI 0.94–1.30; p=0.25) but not statistically significant (figure 1).

FIGURE 1
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FIGURE 1

Natural logarithm transformed Homeostatic Model Assessment of Insulin Resistance (HOMA-IR) values in obese and non-obese participants before and after continuous positive airway pressure. Squares represent the mean and error bars, the standard deviation. BMI: body mass index.

We report on the impact of CPAP treatment on HOMA-IR in obese and non-obese adults with OSA following 4 months CPAP adherence. Obese participants with OSA demonstrated significantly higher HOMA-IR at baseline, which is consistent with literature showing increased HOMA-IR with increasing obesity [6]. The non-obese HOMA-IR levels were slightly lower compared to obese participants and this has previously been shown in the literature in the general population [7, 8]. The lack of correlation between baseline AHI and HOMA-IR is consistent with a prior study also showing no correlation with these parameters [9]. There were no differences in the response to 4 months CPAP treatment between obese and non-obese participants. Our results of no significant effect of CPAP on HOMA-IR are consistent with a prior small study showing no effect of 3 months CPAP in 42 men with type 2 diabetes and OSA who were randomised to receive therapeutic or placebo CPAP [10]. In contrast, a recent meta-analysis showed that CPAP may significantly improve HOMA-IR in individuals with type 2 diabetes and OSA [2], although they did not directly examine whether the effect of CPAP on HOMA-IR depends on obesity.

The strengths of our study include objective monitoring of hours of CPAP used, exclusion of self-reported diabetics and individuals on insulin or oral hypoglycaemic agents, and comprehensive measures of HOMA-IR at baseline and follow-up. The limitations of our study include the relatively small overall sample size and, in particular, a limited number of women. As our objective was to examine the differences in response to adequate CPAP therapy in obese and non-obese participants following CPAP treatment, we did not include those who did not adhere to therapy. Inclusion of these patients in future studies would be important to understand the specific benefits of adherence versus nonadherence to CPAP.

In conclusion, obese participants with OSA demonstrated higher HOMA-IR at baseline, although there were no differences in the response to 4 months CPAP treatment between obese and non-obese participants. We found no evidence that obesity significantly modifies the effect of 4 months CPAP treatment on HOMA-IR. Longer duration of CPAP treatment may be needed to reduce insulin resistance and determine whether obesity modifies the effect.

Footnotes

  • Conflict of Interest: All authors have nothing to disclose.

  • Support statement: This study was supported by grant P01-HL094307 from the National Heart, Lung, and Blood Institute (principal investigator: A.I. Pack). Funding information for this article has been deposited with the Crossref Funder Registry.

  • Received August 30, 2022.
  • Accepted December 22, 2022.
  • Copyright ©The authors 2023
http://creativecommons.org/licenses/by-nc/4.0/

This version is distributed under the terms of the Creative Commons Attribution Non-Commercial Licence 4.0. For commercial reproduction rights and permissions contact permissions{at}ersnet.org

References

  1. ↵
    1. Lindberg E,
    2. Theorell-Haglow J,
    3. Svensson M, et al.
    Sleep apnea and glucose metabolism: a long-term follow-up in a community-based sample. Chest 2012; 142: 935–942. doi:10.1378/chest.11-1844
    OpenUrlCrossRefPubMed
  2. ↵
    1. Shang W,
    2. Zhang Y,
    3. Wang G, et al.
    Benefits of continuous positive airway pressure on glycaemic control and insulin resistance in patients with type 2 diabetes and obstructive sleep apnoea: a meta-analysis. Diabetes Obes Metab 2021; 23: 540–548. doi:10.1111/dom.14247
    OpenUrl
  3. ↵
    1. Kuna ST,
    2. Townsend RR,
    3. Keenan BT, et al.
    Blood pressure response to treatment of obese vs non-obese adults with sleep apnea. J Clin Hypertens (Greenwich) 2019; 21: 1580–1590. doi:10.1111/jch.13689
    OpenUrlCrossRef
  4. ↵
    1. Pak VM,
    2. Maislin DG,
    3. Keenan BT, et al.
    Changes in sleepiness and 24-h blood pressure following 4 months of CPAP treatment are not mediated by ICAM-1. Sleep Breath 2021; 25: 1495–1502. doi:10.1007/s11325-020-02257-0
    OpenUrl
  5. ↵
    1. Matthews DR,
    2. Hosker JP,
    3. Rudenski AS, et al.
    Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia 1985; 28: 412–419. doi:10.1007/bf00280883
    OpenUrlCrossRefPubMed
  6. ↵
    1. Martinez KE,
    2. Tucker LA,
    3. Bailey BW, et al.
    Expanded normal weight obesity and insulin resistance in US adults of the national health and nutrition examination survey. J Diabetes Res 2017; 2017: 9502643. doi:10.1155/2017/9502643
    OpenUrl
  7. ↵
    1. Shashaj B,
    2. Luciano R,
    3. Contoli B, et al.
    Reference ranges of HOMA-IR in normal-weight and obese young Caucasians. Acta Diabetol 2016; 53: 251–260. doi:10.1007/s00592-015-0782-4
    OpenUrlPubMed
  8. ↵
    1. Lee S,
    2. Lacy ME,
    3. Jankowich M, et al.
    Association between obesity phenotypes of insulin resistance and risk of type 2 diabetes in African Americans: the Jackson heart study. J Clin Transl Endocrinol 2020; 19: 100210. doi:10.1016/j.jcte.2019.100210
    OpenUrlPubMed
  9. ↵
    1. Zhang Q,
    2. Zhang X,
    3. Zhao M, et al.
    Correlation of obstructive sleep apnea hypopnea syndrome with metabolic syndrome in snorers. J Biomed Res 2014; 28: 222–227. doi:10.7555/jbr.28.20120120
    OpenUrl
  10. ↵
    1. West SD,
    2. Nicoll DJ,
    3. Wallace TM, et al.
    Effect of CPAP on insulin resistance and HbA1c in men with obstructive sleep apnoea and type 2 diabetes. Thorax 2007; 62: 969–974. doi:10.1136/thx.2006.074351
    OpenUrlAbstract/FREE Full Text
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Obesity does not modify the effect of continuous positive airway pressure on insulin resistance in adults with obstructive sleep apnoea
Victoria M. Pak, David G. Maislin, Brendan T. Keenan, Xiaofeng Guo, Ray Townsend, Bryndis Benediktsdottir, Allan I. Pack, Thorarinn Gislason, Samuel T. Kuna
ERJ Open Research Mar 2023, 9 (2) 00443-2022; DOI: 10.1183/23120541.00443-2022

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Obesity does not modify the effect of continuous positive airway pressure on insulin resistance in adults with obstructive sleep apnoea
Victoria M. Pak, David G. Maislin, Brendan T. Keenan, Xiaofeng Guo, Ray Townsend, Bryndis Benediktsdottir, Allan I. Pack, Thorarinn Gislason, Samuel T. Kuna
ERJ Open Research Mar 2023, 9 (2) 00443-2022; DOI: 10.1183/23120541.00443-2022
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