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Appleton SL, Naik G, Nguyen DP, Toson B, Lechat B, Loffler K, Catcheside PG, Vakulin A, Martin SA, Wittert GA, Adams RJ. Associations of polysomnographic measures of obstructive sleep apnea, and nocturnal oxygen saturation with incident type 2 diabetes mellitus in middle-aged and older men. J Sleep Res 2025; 34:e14357. [PMID: 39349356 PMCID: PMC12069753 DOI: 10.1111/jsr.14357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Revised: 07/23/2024] [Accepted: 09/07/2024] [Indexed: 10/02/2024]
Abstract
Obstructive sleep apnea (OSA) has been associated with incident type 2 diabetes mellitus (T2DM); however, few prospective epidemiological studies have accounted for important T2DM predictors including pre-diabetes status and testosterone. Participants in the longitudinal Men Androgens Inflammation Lifestyles Environment and Stress (MAILES) study, who underwent eight-channel home-based polysomnography (PSG) in 2010-2011 (n = 824) and were free of diabetes at baseline were included in the analysis (n = 682). From 2015 to 2021, 78.6% (n = 536) completed at least one follow-up assessment. Incident T2DM was determined by self-reported doctor diagnosis, diabetes medications, plasma glucose (fasting ≥7.0 mmol/L or random ≥11.0 mmol/L) or glycated haemoglobin ≥6.5%. Conservative hierarchical Poisson regression models adjusted associations of PSG metrics (categorical and continuous) for age, waist circumference, baseline fasting glucose and testosterone concentrations. In all, 52 men (9.7%) developed T2DM over a mean (range) of 8.3 (3.5-10.5) years. Significant age- and waist circumference-adjusted association of incident T2DM with rapid eye movement (REM) sleep apnea-hypopnea index (AHI) ≥20 events/h (incidence rate ratio [IRR] 1.5, 95% confidence interval [CI] 0.8-2.8; p = 0.23] and highest quartile of delta index (IRR 2.1, 95% CI 0.95-4.6; p = 0.066) were attenuated after adjustment for baseline glucose and testosterone, and the association with the lowest quartile of mean oxygen saturation persisted (IRR 4.2, 95% CI 1.7-10.3; p = 0.029). Categorical measures of AHI severity, oxygen desaturation index, and hypoxia burden index (HBI) were not independently associated with incident T2DM. Associations with T2DM were similar when continuous PSG variables were used; however, HBI was significant (IRR 1.015, 95% CI 1.006-1.024; p = 0.007). In a sub-sample with OSA treatment data (n = 479), these significant associations persisted after excluding adequately treated OSA (n = 32). Understanding underlying OSA endotypes generating hypoxaemia may identify opportunities for diabetes prevention.
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Affiliation(s)
- Sarah L. Appleton
- Flinders Health and Medical Research Institute‐– Sleep Health (Adelaide Institute for Sleep Health), College of Medicine and Public HealthFlinders UniversityBedford ParkSouth AustraliaAustralia
- Freemasons Centre for Male Health and Wellbeing, Level 7, South Australian Health and Medical Research Institute (SAHMRI), Faculty of Health and Medical SciencesThe University of AdelaideAdelaideSouth AustraliaAustralia
| | - Ganesh Naik
- Flinders Health and Medical Research Institute‐– Sleep Health (Adelaide Institute for Sleep Health), College of Medicine and Public HealthFlinders UniversityBedford ParkSouth AustraliaAustralia
| | - Duc Phuc Nguyen
- Flinders Health and Medical Research Institute‐– Sleep Health (Adelaide Institute for Sleep Health), College of Medicine and Public HealthFlinders UniversityBedford ParkSouth AustraliaAustralia
| | - Barbara Toson
- Flinders Health and Medical Research Institute‐– Sleep Health (Adelaide Institute for Sleep Health), College of Medicine and Public HealthFlinders UniversityBedford ParkSouth AustraliaAustralia
| | - Bastien Lechat
- Flinders Health and Medical Research Institute‐– Sleep Health (Adelaide Institute for Sleep Health), College of Medicine and Public HealthFlinders UniversityBedford ParkSouth AustraliaAustralia
| | - Kelly Loffler
- Flinders Health and Medical Research Institute‐– Sleep Health (Adelaide Institute for Sleep Health), College of Medicine and Public HealthFlinders UniversityBedford ParkSouth AustraliaAustralia
- Flinders Health and Medical Research Institute, Health Data and Clinical TrialsFlinders UniversityBedford ParkSouth AustraliaAustralia
| | - Peter G. Catcheside
- Flinders Health and Medical Research Institute‐– Sleep Health (Adelaide Institute for Sleep Health), College of Medicine and Public HealthFlinders UniversityBedford ParkSouth AustraliaAustralia
| | - Andrew Vakulin
- Flinders Health and Medical Research Institute‐– Sleep Health (Adelaide Institute for Sleep Health), College of Medicine and Public HealthFlinders UniversityBedford ParkSouth AustraliaAustralia
| | - Sean A. Martin
- Freemasons Centre for Male Health and Wellbeing, Level 7, South Australian Health and Medical Research Institute (SAHMRI), Faculty of Health and Medical SciencesThe University of AdelaideAdelaideSouth AustraliaAustralia
- Australian Institute of Family StudiesSouthbankVictoriaAustralia
| | - Gary A. Wittert
- Freemasons Centre for Male Health and Wellbeing, Level 7, South Australian Health and Medical Research Institute (SAHMRI), Faculty of Health and Medical SciencesThe University of AdelaideAdelaideSouth AustraliaAustralia
| | - Robert J. Adams
- Flinders Health and Medical Research Institute‐– Sleep Health (Adelaide Institute for Sleep Health), College of Medicine and Public HealthFlinders UniversityBedford ParkSouth AustraliaAustralia
- Respiratory and Sleep Service, Southern Adelaide Local Health Network, SA Health AustraliaAdelaideSouth AustraliaAustralia
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Qian Y, Perret JL, Hamilton GS, Abramson MJ, Lodge CJ, Bui DS, Ali GB, De Silva AP, Adams RJ, Thompson BR, Erbas B, Walters EH, Senaratna CV, Dharmage SC. Early-to-Midlife Body Mass Index Trajectories and Obstructive Sleep Apnoea Risk 10 Years Later. Respirology 2025; 30:435-445. [PMID: 39932046 PMCID: PMC12060751 DOI: 10.1111/resp.70002] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 11/24/2024] [Accepted: 01/16/2025] [Indexed: 05/10/2025]
Abstract
BACKGROUND AND OBJECTIVE While short-term weight changes are known to influence obstructive sleep apnoea (OSA), the impact of body mass index (BMI) changes over the life course has been poorly documented. We examined the association between BMI trajectories from childhood to middle age and adult OSA, 10 years later. METHODS Five BMI trajectories were previously identified in the population-based cohort Tasmanian Longitudinal Health Study (TAHS), using eight time-point BMI from age 5 to 43 years. The primary outcome was probable OSA at 53 years, defined using STOP-Bang questionnaire, with Berlin and OSA-50 questionnaires used to ensure consistency of findings. Clinically significant diagnosed OSA was defined as self-reported medical diagnosis or mild OSA with symptoms or moderate-to-severe OSA, using type-4 sleep studies. Associations were examined using multivariable logistic regression. RESULTS Compared with the average BMI trajectory, the child average-increasing (aOR = 5.28, 95% CI 3.38-8.27) and persistently high trajectories (aOR = 3.73, 2.06-6.74) were associated with increased risk of probable OSA. These associations were consistent when using clinically significant diagnosed OSA (child average-increasing trajectory: aOR = 2.95, 1.30-6.72; high trajectory: aOR = 2.23, 0.82-6.09). Individuals belonging to the low trajectory were less likely than the average trajectory to have OSA. Notably, the child high-decreasing trajectory was not associated with OSA. CONCLUSION Physicians and the public should be aware of the potential risk of OSA in middle-aged adults when BMI is high or continuously increasing from childhood to mid-40s. Obese children who subsequently lose weight were not at higher risk of OSA in middle age-a novel and key finding.
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Affiliation(s)
- Yaoyao Qian
- Allergy and Lung Health Unit, Melbourne School of Population and Global HealthThe University of MelbourneMelbourneVictoriaAustralia
| | - Jennifer L. Perret
- Allergy and Lung Health Unit, Melbourne School of Population and Global HealthThe University of MelbourneMelbourneVictoriaAustralia
- The Institute for Breathing and Sleep (IBAS)MelbourneVictoriaAustralia
- Department of Respiratory and Sleep MedicineAustin HospitalMelbourneVictoriaAustralia
| | - Garun S. Hamilton
- Monash Lung, Sleep, Allergy & ImmunologyMonash HealthMelbourneVictoriaAustralia
- School of Clinical SciencesMonash UniversityMelbourneVictoriaAustralia
| | - Michael J. Abramson
- School of Public Health & Preventive MedicineMonash UniversityMelbourneVictoriaAustralia
| | - Caroline J. Lodge
- Allergy and Lung Health Unit, Melbourne School of Population and Global HealthThe University of MelbourneMelbourneVictoriaAustralia
| | - Dinh S. Bui
- Allergy and Lung Health Unit, Melbourne School of Population and Global HealthThe University of MelbourneMelbourneVictoriaAustralia
| | - Gulshan B. Ali
- Allergy and Lung Health Unit, Melbourne School of Population and Global HealthThe University of MelbourneMelbourneVictoriaAustralia
| | - Anurika P. De Silva
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global HealthThe University of MelbourneMelbourneVictoriaAustralia
- Methods and Implementation Support for Clinical and Health Research Hub, Faculty of Medicine, Dentistry and Health SciencesThe University of MelbourneMelbourneVictoriaAustralia
| | - Robert J. Adams
- Adelaide Institute for Sleep Health (AISH)Flinders UniversityAdelaideSouth AustraliaAustralia
| | - Bruce R. Thompson
- Melbourne School of Health ScienceThe University of MelbourneMelbourneVictoriaAustralia
| | - Bircan Erbas
- School of Psychology & Public HealthLa Trobe UniversityMelbourneVictoriaAustralia
| | | | - Chamara V. Senaratna
- Allergy and Lung Health Unit, Melbourne School of Population and Global HealthThe University of MelbourneMelbourneVictoriaAustralia
| | - Shyamali C. Dharmage
- Allergy and Lung Health Unit, Melbourne School of Population and Global HealthThe University of MelbourneMelbourneVictoriaAustralia
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Yang R, Zhang L, Guo J, Wang N, Zhang Q, Qi Z, Wu L, Qin L, Liu T. Glucagon-like Peptide-1 receptor agonists for obstructive sleep apnea in patients with obesity and type 2 diabetes mellitus: a systematic review and meta-analysis. J Transl Med 2025; 23:389. [PMID: 40181368 PMCID: PMC11967144 DOI: 10.1186/s12967-025-06302-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2024] [Accepted: 02/23/2025] [Indexed: 04/05/2025] Open
Abstract
The systematic review was registered on the PROSPERO website (CRD42024558287). Our objective is to systematically summarise the clinical evidence of glucagon-like peptide-1 receptor agonists (GLP-1 RA) for obstructive sleep apnea (OSA) in patients with Obesity or/and type 2 Diabetes Mellitus (T2DM). This analysis was performed following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses statement. 10 databases and registers Web of Science, Scopus, PubMed, APA PsycInfo, Embase, Ovid, Cochrane Library, CINAHL, Clinicaltrials.gov, and International Clinical Trials Registry Platform (ICTRP) were retrieved from the establishment to July 14, 2024 for related randomized controlled trials (RCT) and non-RCTs. Data were extracted by two investigators separately, and only the RCTs were included in the quantitative synthesis. The outcome was operated by Review Manager 5.4 and Stata 15.0. Ten studies containing eight RCTs and two non-RCTs were included. The efficacy of the GLP-1 RA group in reducing apnea-hypopnea index (AHI) was superior to that of the control group in patients with T2DM (MD = -5.68, 95%CI [-7.97, -3.38], P < 0.00001, I2 = 0%). GLP-1 RAs also possessed a tendency to reduce AHI in patients with obesity but more evidence is needed to support the findings due to the inconsistency. In consideration of the enhanced metabolic parameters observed with GLP-1 RAs, they may be recommended as useful hypoglycaemic medication for the management of T2DM with OSA. Patients with obesity and OSA may consider GLP-1 RA as a potential treatment option if the adverse events are deemed tolerable.
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Affiliation(s)
- Ruifeng Yang
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
- Key Laboratory of Health Cultivation of the Ministry of Education, Beijing University of Chinese Medicine, Beijing, China
- Key Laboratory of Health Cultivation of Beijing, Beijing University of Chinese Medicine, Beijing, China
| | - Lindong Zhang
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
- Key Laboratory of Health Cultivation of the Ministry of Education, Beijing University of Chinese Medicine, Beijing, China
- Key Laboratory of Health Cultivation of Beijing, Beijing University of Chinese Medicine, Beijing, China
| | - Jiangfan Guo
- Key Laboratory of Health Cultivation of the Ministry of Education, Beijing University of Chinese Medicine, Beijing, China
- Key Laboratory of Health Cultivation of Beijing, Beijing University of Chinese Medicine, Beijing, China
- The First Clinical Medical College, Shaanxi University of Chinese Medicine, Xianyang, China
| | - Ning Wang
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
- Key Laboratory of Health Cultivation of the Ministry of Education, Beijing University of Chinese Medicine, Beijing, China
- Key Laboratory of Health Cultivation of Beijing, Beijing University of Chinese Medicine, Beijing, China
| | - Qiue Zhang
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
- Key Laboratory of Health Cultivation of the Ministry of Education, Beijing University of Chinese Medicine, Beijing, China
- Key Laboratory of Health Cultivation of Beijing, Beijing University of Chinese Medicine, Beijing, China
| | - Zhiwei Qi
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
- Key Laboratory of Health Cultivation of the Ministry of Education, Beijing University of Chinese Medicine, Beijing, China
- Key Laboratory of Health Cultivation of Beijing, Beijing University of Chinese Medicine, Beijing, China
| | - Lili Wu
- Key Laboratory of Health Cultivation of the Ministry of Education, Beijing University of Chinese Medicine, Beijing, China
- Key Laboratory of Health Cultivation of Beijing, Beijing University of Chinese Medicine, Beijing, China
| | - Lingling Qin
- Key Laboratory of Health Cultivation of the Ministry of Education, Beijing University of Chinese Medicine, Beijing, China
- Key Laboratory of Health Cultivation of Beijing, Beijing University of Chinese Medicine, Beijing, China
- Department of Science and Technology, Beijing University of Chinese Medicine, Beijing, China
| | - Tonghua Liu
- Key Laboratory of Health Cultivation of the Ministry of Education, Beijing University of Chinese Medicine, Beijing, China.
- Key Laboratory of Health Cultivation of Beijing, Beijing University of Chinese Medicine, Beijing, China.
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Gong L, Su M, Xu JH, Peng ZF, Du L, Chen ZY, Liu YZ, Chan LC, Huang YL, Chen YT, Huang FY, Piao CL. Cross-sectional study of the association between triglyceride glucose-body mass index and obstructive sleep apnea risk. World J Diabetes 2025; 16:98519. [PMID: 40093293 PMCID: PMC11885970 DOI: 10.4239/wjd.v16.i3.98519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Revised: 09/10/2024] [Accepted: 12/27/2024] [Indexed: 01/21/2025] Open
Abstract
BACKGROUND The triglyceride glucose-body mass index (TyG-BMI) is a novel indicator of insulin resistance (IR). Obstructive sleep apnea (OSA) is a prevalent disorder characterized by recurrent complete or partial collapse of the pharyngeal airway during sleep; however, the relationship between these two conditions remains unexplored. We hypothesized that a higher TyG-BMI is associated with the occurrence of OSA. AIM To assess the association between TyG-BMI and OSA in adults in the United States. METHODS A cross-sectional study was conducted utilizing data from the National Health and Nutrition Examination Surveys spanning from 2005-2008 to 2015-2018. TyG-BMI was calculated as Ln [triglyceride (mg/dL) × fasting blood glucose (mg/dL)/2] × BMI. Restricted cubic splines were used to analyze the risk of TyG-BMI and OSA occurrence. To identify potential nonlinear relationships, we combined Cox proportional hazard regression with smooth curve fitting. We also conducted sensitivity and subgroup analyses to verify the robustness of our findings. RESULTS We included 16794 participants in the final analysis. Multivariate regression analysis showed that participants with a higher TyG-BMI had a higher OSA incidence. After adjusting for all covariates, TyG-BMI was positively correlated with the prevalence of OSA (odds ratio: 1.28; 95% confidence interval: 1.17, 1.40; P < 0.001); no significant nonlinear relationship was observed. Subgroup analysis showed no strong correlation between TyG-BMI and OSA in patients with diabetes. The correlation between TyG-BMI and OSA was influenced by age, sex, smoking status, marital status, hypertensive stratification, and obesity; these subgroups played a moderating role between TyG-BMI and OSA. Even after adjusting for all covariates, there was a positive association between TYG-BMI and OSA prevalence. CONCLUSION A higher TyG-BMI index is linked to higher chances of developing OSA. As TyG-BMI is an indicator of IR, managing IR may help reduce the risk of OSA.
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Affiliation(s)
- Li Gong
- Department of Diabetes, Shenzhen Bao'an Chinese Medicine Hospital Guangzhou University of Chinese Medicine, Shenzhen 518100, Guangdong Province, China
| | - Ming Su
- Department of Pneumology, Shenzhen Bao'an Chinese Medicine Hospital Guangzhou University of Chinese Medicine, Shenzhen 518100, Guangdong Province, China
| | - Jing-Han Xu
- Department of Endocrinology, Shenzhen Hospital (Futian) of Guangzhou University of Chinese Medicine, Shenzhen 518100, Guangdong Province, China
| | - Zhen-Fei Peng
- Department of Diabetes, Shenzhen Bao'an Chinese Medicine Hospital Guangzhou University of Chinese Medicine, Shenzhen 518100, Guangdong Province, China
| | - Lin Du
- Department of Endocrinology, Shenzhen Hospital (Futian) of Guangzhou University of Chinese Medicine, Shenzhen 518100, Guangdong Province, China
| | - Ze-Yao Chen
- Department of Endocrinology, Shenzhen Hospital (Futian) of Guangzhou University of Chinese Medicine, Shenzhen 518100, Guangdong Province, China
| | - Yu-Zhou Liu
- Department of Diabetes, Shenzhen Bao'an Chinese Medicine Hospital Guangzhou University of Chinese Medicine, Shenzhen 518100, Guangdong Province, China
| | - Lu-Cia Chan
- Department of Endocrinology, Shenzhen Hospital (Futian) of Guangzhou University of Chinese Medicine, Shenzhen 518100, Guangdong Province, China
| | - Yin-Luan Huang
- Department of Diabetes, Shenzhen Bao'an Chinese Medicine Hospital Guangzhou University of Chinese Medicine, Shenzhen 518100, Guangdong Province, China
| | - Yu-Tian Chen
- Department of Diabetes, Shenzhen Bao'an Chinese Medicine Hospital Guangzhou University of Chinese Medicine, Shenzhen 518100, Guangdong Province, China
| | - Feng-Yi Huang
- Department of Diabetes, Shenzhen Bao'an Chinese Medicine Hospital Guangzhou University of Chinese Medicine, Shenzhen 518100, Guangdong Province, China
| | - Chun-Li Piao
- Department of Endocrinology, Shenzhen Hospital (Futian) of Guangzhou University of Chinese Medicine, Shenzhen 518100, Guangdong Province, China
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Huang H, Chen Z. Association between obstructive sleep apnea syndrome and type1/type2 diabetes mellitus: A systematic review and meta-analysis. J Diabetes Investig 2025; 16:521-534. [PMID: 39705149 PMCID: PMC11871397 DOI: 10.1111/jdi.14354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Revised: 09/27/2024] [Accepted: 11/04/2024] [Indexed: 12/22/2024] Open
Abstract
INTRODUCTION Obstructive sleep apnea (OSA) is characterized by a complete or partial obstruction of the upper airway, along with hypoxemia, microarousals, and sleep fragmentation. Compelling evidence has clarified a bidirectional correlation between OSA and diabetes mellitus (DM). This paper was to assess the link between OSA and DM via meta-analysis, consisting of type 1 diabetes mellitus (T1DM) and type 2 diabetes mellitus (T2DM). MATERIALS AND METHODS Four databases (PubMed, Cochrane Library, Embase, and CNKI) were screened from inception to March 2024 for observational studies of OSA and DM, including case-control studies and cohort studies. Bidirectional associations between OSA and DM were analyzed, consisting of T1DM and T2DM. Random-effect models were employed to determine the pooled odds ratio (OR) and 95% confidence intervals (CIs) to compare prevalence. Traditional subgroup analyses were implemented. Review Manager 5.3 and Stata 16.0 were utilized for data analyses. RESULTS Thirty-five studies were enrolled, including 12 prospective cohort studies, 4 retrospective cohort studies, and 19 case-control studies. DM prevalence was notably higher in OSA patients than in non-OSA patients (OR: 2.29, 95% CI: 1.93-2.72), and OSA prevalence was notably higher in DM patients than in non-DM patients (OR: 2.12, 95% CI: 1.73-2.60). Subgroup analysis uncovered that DM prevalence in the OSA population was more significant in the group <50 years (OR: 3.28, 95% CI: 2.20-4.89) and slightly decreased in the group >50 years (OR: 1.82, 95% CI: 1.38-2.40). CONCLUSIONS The meta-analysis reveals a bidirectional link between OSA and DM.
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Affiliation(s)
- Huiling Huang
- Department General MedicineShenzhen Luohu Hospital Group Luohu People's HospitalShenzhenGuangdong ProvinceChina
| | - Zhang Chen
- Department General MedicineShenzhen Luohu Hospital Group Luohu People's HospitalShenzhenGuangdong ProvinceChina
- Department General MedicineLuohu Clinical College of Shantou University Medical CollegeShenzhenGuangdong ProvinceChina
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Yin H, Huang W, Yang B. Association between METS-IR index and obstructive sleep apnea: evidence from NHANES. Sci Rep 2025; 15:6654. [PMID: 39994225 PMCID: PMC11850641 DOI: 10.1038/s41598-024-84040-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Accepted: 12/19/2024] [Indexed: 02/26/2025] Open
Abstract
Insulin resistance (IR) is strongly associated with obstructive sleep apnea (OSA). Whereas, few studies have focused on the potential association between the Metabolic Score for Insulin Resistance (METS-IR), a novel non-insulin-dependent IR index, and OSA. Subjects from the National Health and Nutrition Examination Survey (NHANES) spanning 2005-2008 and 2015-2018 were recruited. The potential relationship between METS-IR and other IR indices with OSA was explored through three logistic regression analysis models and restricted cubic spline (RCS) curves. Receiver operating characteristic (ROC) curves were used to assess the diagnostic value of these indicators for OSA. On the basis of age, sex, race, body mass index (BMI), hypertension, diabetes, and cardiovascular disease (CVD), subgroup analyses were conducted to test the robustness of the METS-IR and OSA relationship. A total of 8,306 participants were enrolled, with an OSA prevalence of 30.69%. After adjusting for potential confounders, METS-IR, the triglyceride to high-density lipoprotein cholesterol (TG/HDL-C) ratio, the triglyceride glucose Index (TyG), and the homeostatic model assessment of insulin resistance (HOMA-IR) showed positive associations with OSA prevalence. In the highest tertile of METS-IR, TG/HDL-C, TyG index, and HOMA-IR, OSA prevalence was 2.96-fold, 1.42-fold, 1.29-fold, and 1.41-fold higher, respectively, compared to the lowest tertile (METS-IR: OR = 2.96, 95% CI: 2.50, 3.52, P < 0.0001; TG/HDL-C: OR = 1.42, 95% CI: 1.17, 1.73, P < 0.001; TyG index: OR = 1.29, 95% CI: 1.07, 1.55, P = 0.008; HOMA-IR: OR = 1.41, 95% CI: 1.18, 1.69, P < 0.001). ROC analysis revealed that METS-IR had the highest diagnostic accuracy for OSA (AUC = 0.652). The positive associations between these four IR indices and OSA remain stable across most cases (P for interaction > 0.05); however, all of them show significant interactions with diabetes (P for interaction < 0.05). The METS-IR index is positively associated with the prevalence of OSA and shows superior diagnostic accuracy compared to HOMA-IR, TG/HDL-C, and TyG index.
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Affiliation(s)
- Huangyi Yin
- Geriatric Endocrinology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Wei Huang
- Critical Care Medicine, The First People's Hospital of Chenzhou, Chenzhou, China
| | - Bijun Yang
- Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
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Um YJ, Kim H, Sung J, Um YH, Cho SI. Prevalence of prediabetes according to sleep apnea status. Prim Care Diabetes 2025; 19:61-65. [PMID: 39710550 DOI: 10.1016/j.pcd.2024.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 11/24/2024] [Accepted: 12/10/2024] [Indexed: 12/24/2024]
Abstract
AIM The association between obstructive sleep apnea (OSA) and prediabetes using the STOP-Bang questionnaire remains unknown. We aimed to investigate the prevalence of prediabetes among people based on their sleep apnea status. METHODS This cross-sectional study included 10131 Korean adults without diabetes with information of STOP-Bang scores, drawn from the dataset of the Korea National Health and Nutrition Examination Survey 2019-2021. Prediabetes was defined in three subsets: only by fasting blood glucose (FBG) (FBG 100-125 mg/dL, HbA1c <5.7 %), only by HbA1c (FBG <100 mg/dL, HbA1c 5.7-6.4 %) or by both. We used multivariable logistic regression to assess the odds ratio (OR) and 95 % confidence intervals (CIs) for prediabetes. RESULTS A total of 3828 subjects reported a STOP-Bang score of ≥ 3, which shows increased risk of OSA. Multivariable-adjusted OR (95 % CI) showed that a STOP-Bang score ≥ 3 was associated with prediabetes meeting both FBG and HbA1c criteria (OR 1.06; 95 % CI 1.01-1.12). This association was statistically significant among women, particularly postmenopausal women (OR 1.20, 95 % CI 1.10-1.30; OR 1.21, 95 % CI 1.11-1.32, respectively). CONCLUSION In Korean general population, a significant correlation between higher OSA risk and prediabetes was observed, especially in postmenopausal women.
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Affiliation(s)
- Yoo Jin Um
- Department of Family Medicine, Hallym University Dongtan Sacred Heart Hospital, Hwaseong, Gyeonggi-do, South Korea
| | - Ho Kim
- Department of Public Health Sciences, Graduate School of Public Health, Seoul National University, Seoul, South Korea; Institute of Health and Environment, Graduate School of Public Health, Seoul National University, Seoul, Republic of Korea
| | - Joohon Sung
- Department of Public Health Sciences, Graduate School of Public Health, Seoul National University, Seoul, South Korea; Institute of Health and Environment, Graduate School of Public Health, Seoul National University, Seoul, Republic of Korea
| | - Yoo Hyun Um
- Department of Psychiatry, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Sung-Il Cho
- Department of Public Health Sciences, Graduate School of Public Health, Seoul National University, Seoul, South Korea; Institute of Health and Environment, Graduate School of Public Health, Seoul National University, Seoul, Republic of Korea.
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Hong S, Lee DB, Yoon DW, Yoo SL, Kim J. The Effect of Sleep Disruption on Cardiometabolic Health. Life (Basel) 2025; 15:60. [PMID: 39860000 PMCID: PMC11766988 DOI: 10.3390/life15010060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2024] [Revised: 01/03/2025] [Accepted: 01/04/2025] [Indexed: 01/27/2025] Open
Abstract
Sleep disruption has emerged as a significant public health concern with profound implications for metabolic health. This review synthesizes current evidence demonstrating the intricate relationships between sleep disturbances and cardiometabolic dysfunction. Epidemiological studies have consistently demonstrated that insufficient sleep duration (<7 h) and poor sleep quality are associated with increased risks of obesity, type 2 diabetes, and cardiovascular disease. The underlying mechanisms are multifaceted, involving the disruption of circadian clock genes, alterations in glucose and lipid metabolism, the activation of inflammatory pathways, and the modulation of the gut microbiome. Sleep loss affects key metabolic regulators, including AMPK signaling and disrupts the secretion of metabolic hormones such as leptin and ghrelin. The latest evidence points to the role of sleep-induced changes in the composition and function of gut microbiota, which may contribute to metabolic dysfunction through modifications in the intestinal barrier and inflammatory responses. The NLRP3 inflammasome and NF-κB signaling pathways have been identified as crucial mediators linking sleep disruption to metabolic inflammation. An understanding of these mechanisms has significant implications for public health and clinical practice, suggesting that improving sleep quality could be an effective strategy for preventing and treating cardiometabolic disorders in modern society.
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Affiliation(s)
- SeokHyun Hong
- Sleep Medicine Institute, Jungwon University, Goesan-gun 28204, Chungcheongbuk-do, Republic of Korea; (S.H.); (D.-B.L.); (S.-L.Y.)
- Department of Biomedical Laboratory Science, College of Health Science, Jungwon University, Goesan-gun 28204, Chungcheongbuk-do, Republic of Korea
| | - Da-Been Lee
- Sleep Medicine Institute, Jungwon University, Goesan-gun 28204, Chungcheongbuk-do, Republic of Korea; (S.H.); (D.-B.L.); (S.-L.Y.)
| | - Dae-Wui Yoon
- Sleep Medicine Institute, Jungwon University, Goesan-gun 28204, Chungcheongbuk-do, Republic of Korea; (S.H.); (D.-B.L.); (S.-L.Y.)
- Department of Biomedical Laboratory Science, College of Health Science, Jungwon University, Goesan-gun 28204, Chungcheongbuk-do, Republic of Korea
| | - Seung-Lim Yoo
- Sleep Medicine Institute, Jungwon University, Goesan-gun 28204, Chungcheongbuk-do, Republic of Korea; (S.H.); (D.-B.L.); (S.-L.Y.)
- Department of Biomedical Laboratory Science, College of Health Science, Jungwon University, Goesan-gun 28204, Chungcheongbuk-do, Republic of Korea
| | - Jinkwan Kim
- Sleep Medicine Institute, Jungwon University, Goesan-gun 28204, Chungcheongbuk-do, Republic of Korea; (S.H.); (D.-B.L.); (S.-L.Y.)
- Department of Biomedical Laboratory Science, College of Health Science, Jungwon University, Goesan-gun 28204, Chungcheongbuk-do, Republic of Korea
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9
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Matsumoto T, Murase K, Tabara Y, Minami T, Kanai O, Sunadome H, Takahashi N, Hamada S, Tanizawa K, Wakamura T, Komenami N, Setoh K, Kawaguchi T, Morita S, Takahashi Y, Nakayama T, Sato S, Hirai T, Matsuda F, Chin K. Sex differences among sleep disordered breathing, obesity, and metabolic comorbidities; the Nagahama study. Respir Investig 2025; 63:42-49. [PMID: 39632326 DOI: 10.1016/j.resinv.2024.11.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Revised: 11/16/2024] [Accepted: 11/26/2024] [Indexed: 12/07/2024]
Abstract
BACKGROUND Although sex differences in the prevalence of sleep disordered breathing (SDB) is recognized, whether a sex difference exists among obese individuals with SDB with or without comorbidities has not been well investigated. This study aimed to explore the relationships of sex differences among SDB, obesity, and metabolic comorbidities. METHODS This study evaluated 7713 community participants with nocturnal oximetry ≥2 nights. SDB was assessed by the 3% oxygen desaturation index corrected for sleep duration obtained by wrist actigraphy (Acti-ODI3%), and moderate-to-severe SDB was defined as Acti-ODI3% levels ≥15/h. Obesity was defined as body mass index ≥25 kg/m2. RESULTS The prevalence of moderate-to-severe SDB was 21.6%/0% among those with obesity/without obesity in women under 40 years old. The adjusted odds ratios for moderate-to-severe SDB in those with both diabetes/metabolic syndrome and obesity compared to others were 86.4 (95%CI 24.2-308.8)/40.4 (95%CI 15.0-108.8) in pre-menopausal women. The association among SDB, obesity, and metabolic comorbidities showed significant interactions between pre-menopausal women and men or post-menopausal women. CONCLUSIONS Sex differences exist among the prevalence of SDB and the relationships among SDB, obesity, and metabolic comorbidities. Especially, pre-menopausal women are more vulnerable to the consequences of obesity. SDB prevalence may be impacted by the coexistence of obesity and diabetes or metabolic syndrome in pre-menopausal women.
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Affiliation(s)
- Takeshi Matsumoto
- Department of Respiratory Medicine, Kyoto University Graduate School of Medicine, 54 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan; Department of Respiratory Medicine, Saiseikai-Noe Hospital, 1-3-25 Furuichi, Jyoto-ku, Osaka, 536-0001, Japan
| | - Kimihiko Murase
- Department of Respiratory Care and Sleep Control Medicine, Kyoto University Graduate School of Medicine, 54 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan
| | - Yasuharu Tabara
- Center for Genomic Medicine, Kyoto University Graduate School of Medicine, 53 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan; Graduate School of Public Health, Shizuoka Graduate University of Public Health, 4-27-2 Kita Ando, Aoi-ku, Shizuoka, 420-0881, Japan
| | - Takuma Minami
- Department of Primary Care and Emergency Medicine, Kyoto University Graduate School of Medicine, 54 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan
| | - Osamu Kanai
- Department of Respiratory Medicine, Kyoto University Graduate School of Medicine, 54 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan
| | - Hironobu Sunadome
- Department of Respiratory Care and Sleep Control Medicine, Kyoto University Graduate School of Medicine, 54 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan
| | - Naomi Takahashi
- Department of Respiratory Care and Sleep Control Medicine, Kyoto University Graduate School of Medicine, 54 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan
| | - Satoshi Hamada
- Department of Advanced Medicine for Respiratory Failure, Kyoto University Graduate School of Medicine, 54 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan
| | - Kiminobu Tanizawa
- Department of Respiratory Medicine, Kyoto University Graduate School of Medicine, 54 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan
| | - Tomoko Wakamura
- Nursing Science, Human Health Sciences, Kyoto University Graduate School of Medicine, 53 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan
| | - Naoko Komenami
- Department of Food and Nutrition, Kyoto Women's University, 35 Kitahiyoshi-cho, Imakumano, Higashiyama-ku, Kyoto, 605-8501, Japan
| | - Kazuya Setoh
- Center for Genomic Medicine, Kyoto University Graduate School of Medicine, 53 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan
| | - Takahisa Kawaguchi
- Center for Genomic Medicine, Kyoto University Graduate School of Medicine, 53 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan
| | - Satoshi Morita
- Department of Biomedical Statistics and Bioinformatics, Kyoto University Graduate School of Medicine, 54 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan
| | - Yoshimitsu Takahashi
- Department of Health Informatics, School of Public Health, Kyoto University Graduate School of Medicine, 53 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan
| | - Takeo Nakayama
- Department of Health Informatics, School of Public Health, Kyoto University Graduate School of Medicine, 53 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan
| | - Susumu Sato
- Department of Respiratory Care and Sleep Control Medicine, Kyoto University Graduate School of Medicine, 54 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan
| | - Toyohiro Hirai
- Department of Respiratory Medicine, Kyoto University Graduate School of Medicine, 54 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan
| | - Fumihiko Matsuda
- Center for Genomic Medicine, Kyoto University Graduate School of Medicine, 53 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan
| | - Kazuo Chin
- Center for Genomic Medicine, Kyoto University Graduate School of Medicine, 53 kawahara-cho, shogoin, sakyo-ku, Kyoto, 606-8507, Japan; Department of Sleep Medicine and Respiratory Care, Division of Sleep Medicine, Nihon University of Medicine, 30-1 Ohyaguchi kami-cho, Itabashi-ku, Tokyo, 173-8610, Japan.
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10
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Hlynsson HD, Ong JC, Day J, Kauss T, Montazeri K, Hertzberg J, Wickwire E, Hankla RM, Finnsson E, Ágústsson JS, Riney H. The Impact of Comorbid Sleep-Disordered Breathing on Hospitalization Risk Related to Diabetes and Atherosclerotic Disease: A Retrospective Cohort Analysis. J Clin Med 2024; 13:7715. [PMID: 39768638 PMCID: PMC11677575 DOI: 10.3390/jcm13247715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Revised: 12/05/2024] [Accepted: 12/11/2024] [Indexed: 01/11/2025] Open
Abstract
Objective: To determine the relationship between comorbid sleep-disordered breathing (SDB) and hospitalization rates related to diabetes mellitus (DM) and atherosclerotic disease (AD). Methods: This study used a retrospective cohort design from a large medical claims database with 5 years of data between 2018 and 2022. The presences of SDB, DM, and AD were identified using International Classification of Diseases (ICD-10) and relevant Current Procedural Terminology (CPT) codes. Hospitalizations related to DM and AD were identified primarily using Place of Service (POS) code 21. Propensity-score matching was first used on data from the entire 5-year period to select matched controls (unadjusted n = 883,910, adjusted n = 888,619) compared to those diagnosed with SDB (n = 519,818) on hospitalization rates during the concurrent 5-year period. A second analysis used propensity-score matching on data from year 1 only to select matched controls (unadjusted n = 248,848, adjusted n = 260,298) compared to those diagnosed with SDB in year 1 (n = 193,671) on hospitalization outcomes in the subsequent 4-year period. Results: Odds ratios (ORs) revealed a significant association between SDB diagnosis and hospitalizations related to DM (OR 1.23-1.71), AD (OR: 1.08-1.34), and either condition (OR 1.17-1.49) in both analyses. Post hoc analysis revealed sex differences in the relationship between SDB and future hospitalizations, with females showing a pattern of significantly elevated risk across all future hospitalization outcomes (OR: 1.25-1.44), whereas males were found to have a significant relationship between SDB diagnosis and future DM hospitalization only (OR 1.10). Conclusions: These findings provide real-world evidence that comorbid SDB increases the risk for hospitalizations related to chronic cardiometabolic conditions. Sex is a potential moderator of this relationship and should be further explored.
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Affiliation(s)
- Hlynur Davíð Hlynsson
- Nox Health, Inc., 100 Kimball Place, Suite 100, Alpharetta, GA 30009, USA; (H.D.H.); (R.M.H.); (E.F.); (J.S.Á.)
| | - Jason C. Ong
- Nox Health, Inc., 100 Kimball Place, Suite 100, Alpharetta, GA 30009, USA; (H.D.H.); (R.M.H.); (E.F.); (J.S.Á.)
| | - Joseph Day
- Nox Health, Inc., 100 Kimball Place, Suite 100, Alpharetta, GA 30009, USA; (H.D.H.); (R.M.H.); (E.F.); (J.S.Á.)
| | - Thomas Kauss
- Nox Health, Inc., 100 Kimball Place, Suite 100, Alpharetta, GA 30009, USA; (H.D.H.); (R.M.H.); (E.F.); (J.S.Á.)
| | - Kristófer Montazeri
- Nox Health, Inc., 100 Kimball Place, Suite 100, Alpharetta, GA 30009, USA; (H.D.H.); (R.M.H.); (E.F.); (J.S.Á.)
| | | | - Emerson Wickwire
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD 21201, USA
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Rebecca M. Hankla
- Nox Health, Inc., 100 Kimball Place, Suite 100, Alpharetta, GA 30009, USA; (H.D.H.); (R.M.H.); (E.F.); (J.S.Á.)
| | - Eysteinn Finnsson
- Nox Health, Inc., 100 Kimball Place, Suite 100, Alpharetta, GA 30009, USA; (H.D.H.); (R.M.H.); (E.F.); (J.S.Á.)
| | - Jón Skírnir Ágústsson
- Nox Health, Inc., 100 Kimball Place, Suite 100, Alpharetta, GA 30009, USA; (H.D.H.); (R.M.H.); (E.F.); (J.S.Á.)
| | - Heidi Riney
- Nox Health, Inc., 100 Kimball Place, Suite 100, Alpharetta, GA 30009, USA; (H.D.H.); (R.M.H.); (E.F.); (J.S.Á.)
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11
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Johnson DA, Ohanele C, Alcántara C, Jackson CL. The Need for Social and Environmental Determinants of Health Research to Understand and Intervene on Racial/Ethnic Disparities in Obstructive Sleep Apnea. Sleep Med Clin 2024; 19:519-536. [PMID: 39455174 DOI: 10.1016/j.jsmc.2024.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2024]
Abstract
Obstructive sleep apnea (OSA), a sleep-disordered breathing (SDB) disorder, affects at least 25 million adults in the United States and is associated with increased risk for hypertension, diabetes, and cardiovascular disease (CVD). Racial/ethnic minorities have a disproportionate burden of OSA along with the health sequelae associated with this condition. Despite supporting evidence of racial/ethnic disparities, few studies have investigated SDB including OSA among minoritized racial/ethnic groups. In this scoping review of the literature, the authors summarize current findings related to racial/ethnic disparities in OSA, identified social and environmental determinants of health, treatment inequities, and promising evidence-based interventions and conclude with future research directions.
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Affiliation(s)
- Dayna A Johnson
- Department of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Road NE, CNR Room 3025, Atlanta, GA 30322, USA.
| | - Chidinma Ohanele
- Department of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Road NE, CNR Room 3025, Atlanta, GA 30322, USA
| | - Carmela Alcántara
- School of Social Work, Columbia University, 1255 Amsterdam Avenue, Room 917, New York, NY 10027, USA
| | - Chandra L Jackson
- Epidemiology Branch, Social and Environmental Determinants of Health Equity, National Institute of Environmental Health Sciences, National Institutes of Health, 111 T.W. Alexander Drive, Room A327, Research Triangle Park, 27709 Post: P.O. Box 12233, Mail Drop A3-05, NC 27709, USA; Intramural Program, Department of Health and Human Services, National Institute on Minority Health and Health Disparities, Bethesda, MD, USA
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12
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Kendzerska T, Szyszkowicz M, Saymeh M, Mallick R, Carlsten C, Ayas NT, Laratta CR, Orach J, Dales R. Air pollution, weather and positive airway pressure treatment adherence in adults with sleep apnea: a retrospective community-based repeated-measures longitudinal study. J Sleep Res 2024; 33:e14183. [PMID: 38439127 PMCID: PMC11597004 DOI: 10.1111/jsr.14183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 01/15/2024] [Accepted: 02/12/2024] [Indexed: 03/06/2024]
Abstract
We assessed the relation between air pollution, weather, and adherence to positive airway pressure (PAP) therapy in a retrospective community-based repeated-measures study of adults with obstructive sleep apnea who purchased PAP devices from a registered provider between 2013 and 2017 (Ottawa, Ontario, Canada) and had at least one day of data. Daily PAP-derived data, air pollution, and weather databases were linked using postal code. The exposures were mean nocturnal (8:00 p.m. to 8:00 a.m.) (i) residential concentrations of nitrogen dioxide (NO2), fine particulate matter <=2.5 μm (PM2.5), ozone (O3), and Air Quality Health Index (AQHI), and (ii) temperature, relative humidity, and barometric pressure. Covariates in the main model were demographics, season, exposure year, and PAP therapy mode. We analysed 8148 adults (median age of 54 years and 61% men) and 2,071,588 days of data. Based on daily data, the median (interquartile range) daily PAP usage was 416 (323-487) min. Using mixed-effect regression analyses to incorporate daily data and clustering by individuals, we found a statistically significant decrease in adherence for increased levels of NO2, PM2.5, and AQHI. The largest effect was for NO2: a decrease in daily PAP use while comparing the highest versus lowest quartiles (Qs) was 3.4 (95% confidence interval [CI] 2.8-3.9) min. Decreased PAP adherence was also associated with increased temperature (Q4 versus Q1: 2.6 [95% CI: 1.5-3.7] min) and decreased barometric pressure (Q1 versus Q4: 2.0 [95% CI 1.5-2.5] min). We observed modest but statistically significant acute effects of air pollution and weather on daily PAP adherence.
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Affiliation(s)
- Tetyana Kendzerska
- Faculty of Medicine, Department of MedicineUniversity of OttawaOttawaOntarioCanada
- The Ottawa Hospital Research InstituteOttawaOntarioCanada
| | - Mieczysław Szyszkowicz
- Environmental Health Science and Research BureauHealthy Environments and Consumer Safety Branch, Healthy CanadaOttawaOntarioCanada
| | - Mouaz Saymeh
- The Ottawa Hospital Research InstituteOttawaOntarioCanada
| | | | - Christopher Carlsten
- Department of MedicineUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Najib T. Ayas
- Department of MedicineUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | | | - Juma Orach
- Department of MedicineUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Robert Dales
- Faculty of Medicine, Department of MedicineUniversity of OttawaOttawaOntarioCanada
- The Ottawa Hospital Research InstituteOttawaOntarioCanada
- Environmental Health Science and Research BureauHealthy Environments and Consumer Safety Branch, Healthy CanadaOttawaOntarioCanada
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13
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Kendzerska T, Pendharkar SR, Talarico R, Blades K, Mackenzie C, Gershon AS, Ayas N, Kaminska M, Fenton M, McBrien KA, Hawken S, Ratycz D, Lishchenko V, Owens RL, Povitz M. Association between a recalled positive airway pressure device and incident cancer: a population-based study. Eur Respir J 2024; 64:2400560. [PMID: 39147408 DOI: 10.1183/13993003.00560-2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Accepted: 07/22/2024] [Indexed: 08/17/2024]
Abstract
BACKGROUND The real-world consequences of a Philips Respironics recall for positive airway pressure (PAP) devices distributed between 2009 and 2021 are unknown. METHODS We conducted a retrospective population-based study using health administrative databases (Ontario, Canada) on all new adult PAP users identified through the provincial funding system, free of cancer at baseline, who initiated (claimed) PAP treatment between 2012 and 2018. Everyone was followed from the PAP claim date to the earliest of incident cancer diagnosis, death or end of follow-up (March 2022). We used inverse probability of treatment weighting to balance baseline characteristics between individuals on recalled devices and those on devices from other manufacturers. Weighted hazard ratios of incident cancer were compared between groups. RESULTS Of 231 692 individuals identified, 58 204 (25.1%) claimed recalled devices and 173 488 (74.9%) claimed devices from other manufacturers. A meaningful baseline difference between groups (standardised difference ≥0.10) was noted only by location-relevant covariates; other variables were mostly equally distributed (standardised differences ≤0.06). Over a median (interquartile range) follow-up of 6.3 (4.9-8.0) years, 11 166 (4.8%) developed cancer: unadjusted rates per 10 000 person-years of 78.8 (95% CI 76.0-81.7) in the recall group versus 74.0 (95% CI 72.4-75.6) in others (p=0.0034). Propensity score weighting achieved excellent balance in baseline characteristics between groups (standardised differences ≤0.07). On a weighted sample, there was no statistical difference in the hazard of incident cancer between groups: cause-specific hazard ratio (recalled versus others) 0.97 (95% CI 0.89-1.06). CONCLUSION In our real-world population study, compared to other manufacturers and adjusting for confounders, recalled Philips Respironics PAP devices do not appear to be independently associated with developing cancer.
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Affiliation(s)
- Tetyana Kendzerska
- The Ottawa Hospital Research Institute, Ottawa, ON, Canada
- ICES, ON, Canada
- Department of Medicine, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
| | - Sachin R Pendharkar
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada
| | - Robert Talarico
- The Ottawa Hospital Research Institute, Ottawa, ON, Canada
- ICES, ON, Canada
| | - Kenneth Blades
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Constance Mackenzie
- Divisions of Clinical Pharmacology and Toxicology/Respirology, Western University, London, ON, Canada
| | - Andrea S Gershon
- ICES, ON, Canada
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Najib Ayas
- Sleep Disorders Program UBC Hospital, Respiratory Division and Department of Medicine, University of British Columbia (UBC), Vancouver, BC, Canada
| | - Marta Kaminska
- Department of Medicine, McGill University Health Centre, Montreal, QC, Canada
| | - Mark Fenton
- Division of Respirology, Critical Care and Sleep Medicine, University of Saskatchewan, Saskatoon, SK, Canada
| | - Kerry A McBrien
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada
- Department of Family Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Steven Hawken
- The Ottawa Hospital Research Institute, Ottawa, ON, Canada
- ICES, ON, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
| | - Diana Ratycz
- The Centre of Excellence on Partnership with Patients and the Public, Université de Montréal, Montreal, QC, Canada
| | - Vadym Lishchenko
- The Office for Patient Engagement in Research Activities, The Ottawa Hospital, Ottawa, ON, Canada
| | - Robert L Owens
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of California San Diego, La Jolla, CA, USA
| | - Marcus Povitz
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
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14
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Richie RC. Assessing the Pathophysiology, Morbidity, and Mortality of Obstructive Sleep Apnea. J Insur Med 2024; 51:143-162. [PMID: 39471830 DOI: 10.17849/insm-51-3-1-20.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Accepted: 07/01/2024] [Indexed: 11/01/2024]
Abstract
The basic definitions of obstructive sleep apnea (OSA), its epidemiology, its clinical features and complications, and the morbidity and mortality of OSA are discussed. Included in this treatise is a discussion of the various symptomatic and polysomnographic phenotypes of COPD that may enable better treatment and impact mortality in persons with OSA. The goal of this article is to serve as a reference for life and disability insurance company medical directors and underwriters when underwriting an applicant with probable or diagnosed sleep apnea. It is well-referenced (133 ref.) allowing for more in-depth investigation of any aspect of sleep apnea being queried.
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Affiliation(s)
- R C Richie
- Editor-in-Chief, Journal of Insurance Medicine
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15
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Taimah M, Juber NF, Holland P, Brown H. A systematic review of the methodology for examining the relationship between obstructive sleep apnea and type two diabetes mellitus. Front Endocrinol (Lausanne) 2024; 15:1373919. [PMID: 39301322 PMCID: PMC11411564 DOI: 10.3389/fendo.2024.1373919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Accepted: 08/13/2024] [Indexed: 09/22/2024] Open
Abstract
Background The association between obstructive sleep apnea (OSA) and type 2 diabetes mellitus (T2DM) has been explored in various studies, revealing inconsistent correlations that impact therapeutic effectiveness. This heterogeneity in findings requires further exploration to understand what may be driving this. Therefore, this study focuses on systematically reviewing the data, classification of variables, and analytical approach to understand if and how this may be contributing to the mixed findings. This review aims to provide insights that can enhance the generalisability of future research findings. Methods A comprehensive electronic search was conducted, including EMBASE, MEDLINE, PsycINFO, CINAHL, Web of Science Core Collection, Scopus and specialised sleep journals. The included studies were observational studies published in English from 2011 onwards, involving adults above 18 years with OSA and T2DM or prediabetes, and included a control group. Exclusions were pregnant women, interventional studies, randomised trials, systematic reviews, conference abstracts, case studies and studies without a control group or only with descriptive analysis. Results We reviewed 23 studies that met the inclusion criteria. Among cohort studies, 54% did not report attrition rates, and 52% did not detail methods for handling missing data in all studies. Nine studies (39%) predominantly included male participants. Objective measures were prevalent in assessing OSA, with 11 using home portable sleep monitors and four employing clinic polysomnography, though only three validated home sleep monitors. The apnea-hypopnea index was commonly used to define OSA severity, with six studies adapting the American Academy of Sleep Medicine criteria. Two studies utilised validated self-report questionnaires for OSA symptoms. T2DM diagnosis methods varied, with 17 studies using blood samples, two relying only on self-reporting, and four confirmed diagnosis via medical records. Conclusions The variability in sample characteristics, data quality, and variable coding may contribute to the mixed finding. This review identifies gaps in using the standardised measures, reporting attrition rates, handling missing data, and including both sexes. Addressing these issues is crucial to enhancing future research generalisability. Standardising diagnostic criteria, considering clinical and sociodemographic factors, and ensuring inclusivity in study populations are essential for advancing understanding and treatment strategies for OSA and T2DM. Protocol registration https://www.crd.york.ac.uk/prospero, identifier CRD42023397547.
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Affiliation(s)
- Manal Taimah
- Division of Health Research, Lancaster University, Lancaster, United Kingdom
- Public Health Research Center, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates
| | - Nirmin F Juber
- Public Health Research Center, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates
| | - Paula Holland
- Division of Health Research, Lancaster University, Lancaster, United Kingdom
| | - Heather Brown
- Division of Health Research, Lancaster University, Lancaster, United Kingdom
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16
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Zhang X, Su Y, Zhu X. The association of diabetes with progression of sleep-disordered breathing based on a prospective cohort. Diabetes Obes Metab 2024; 26:3935-3939. [PMID: 38951866 DOI: 10.1111/dom.15742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 06/06/2024] [Accepted: 06/10/2024] [Indexed: 07/03/2024]
Abstract
AIM Prospective studies suggest that sleep-disordered breathing enhances the risk of diabetes. However, it remains unclear whether diabetes could worsen sleep-disordered breathing. METHODS The participants from Sleep Heart Health Study underwent two polysomnograms at a 5-year interval. The relationship of baseline diabetes to change in the apnoea-hypopnoea index (AHI) was examined based on general linear models, adjusting for demographics, lifestyles, history of hypertension, pulmonary function, length of follow-up and baseline AHI. RESULTS In total, 161 of the 2603 participants were diagnosed with diabetes at the first polysomnograms. Compared with participants without diabetes, those with diabetes had a higher baseline and larger increases in follow-up AHI and obstructive apnoea index (oAI). Diabetes increased 2.52 events per hour (95% confidence interval 0.45-4.59; p = .017) for AHI change and 1.13 events per hour (95% confidence interval 0.04-2.23; p = .042) for oAI change, respectively. In addition, subgroup analysis suggested that the association was consistent across baseline obstructive sleep apnoea severity and body mass index groups. CONCLUSIONS Baseline diabetes was associated with worsening sleep-disordered breathing over 5 years, which mainly increased the change in AHI and oAI.
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Affiliation(s)
- Xiujian Zhang
- Department of Respiratory Medicine, Nanjing Meishan Hospital, Nanjing, China
| | - Yingying Su
- Department of Clinical Medicine, Nanjing Medical University, Nanjing, China
| | - Xuanfeng Zhu
- Department of Respiratory Medicine, Jiangsu Province Official Hospital, Nanjing, China
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17
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Kendzerska T, Povitz M, Gershon AS, Ryan CM, Talarico R, Saymeh M, Robillard R, Ayas NT, Pendharkar SR. Longer-term impacts of the COVID-19 pandemic on obstructive sleep apnoea (OSA)-related healthcare: a province-based study. BMJ Open Respir Res 2024; 11:e002476. [PMID: 39182928 PMCID: PMC11428998 DOI: 10.1136/bmjresp-2024-002476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 08/05/2024] [Indexed: 08/27/2024] Open
Abstract
RATIONALE Following marked reductions in sleep medicine care early in the COVID-19 pandemic, there is limited information about the recovery of these services. We explored long-term trends in obstructive sleep apnoea (OSA) health services and service backlogs during the pandemic compared with pre-pandemic levels in Ontario (the most populous province of Canada). METHODS In this retrospective population-based study using Ontario (Canada) health administrative data on adults, we compared rates of polysomnograms (PSGs), outpatient visits and positive airway pressure (PAP) therapy purchase claims during the pandemic (March 2020 to December 2022) to pre-pandemic rates (2015-2019). We calculated projected rates using monthly seasonal time series auto-regressive integrated moving-average models based on similar periods in previous years. Service backlogs were estimated from the difference between projected and observed rates. RESULTS Compared with historical data, all service rates decreased at first during March to May 2020 and subsequently increased. By December 2022, observed service rates per 100 000 persons remained lower than projected for PSGs (September to December 2022: 113 vs 141, 95% CI: 121 to 163) and PAP claims (September to December 2022: 50 vs 60, 95% CI: 51 to 70), and returned to projected for outpatient OSA visits. By December 2022, the service backlog was 193 078 PSGs (95% CI: 139 294 to 253 075) and 57 321 PAP claims (95% CI: 27 703 to 86 938). CONCLUSION As of December 2022, there was a sustained reduction in OSA-related health services in Ontario, Canada. The resulting service backlog has likely worsened existing problems with underdiagnosis and undertreatment of OSA and supports the adoption of flexible care delivery models for OSA that include portable technologies.
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Affiliation(s)
- Tetyana Kendzerska
- Department of
Medicine, Faculty of Medicine, University of
Ottawa, Ottawa, Ontario, Canada
- ICES, Ottawa, Toronto, Ontario, Canada
- Ottawa Hospital Research
Institute, Ottawa, Ontario, Canada
| | - Marcus Povitz
- Department of
Medicine, Cumming School of Medicine, University of
Calgary, Calgary, Alberta, Canada
| | - Andrea S Gershon
- ICES, Ottawa, Toronto, Ontario, Canada
- Department of
Medicine, Sunnybrook Health Sciences Centre,
Toronto, Ontario, Canada
- Department of
Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Clodagh M Ryan
- Department of
Medicine, University of Toronto, Toronto, Ontario, Canada
- Sleep Research
Laboratory, Toronto Rehabilitation Institute University
Health Network, Toronto,
Ontario, Canada
- Centre for Sleep
Medicine and Circadian Biology, University of
Toronto, Toronto, Ontario, Canada
| | - Robert Talarico
- ICES, Ottawa, Toronto, Ontario, Canada
- Ottawa Hospital Research
Institute, Ottawa, Ontario, Canada
| | - Mouaz Saymeh
- Ottawa Hospital Research
Institute, Ottawa, Ontario, Canada
| | | | - Najib T Ayas
- Department of
Medicine, University of British Columbia,
Vancouver, British Columbia, Canada
| | - Sachin R Pendharkar
- Department of
Medicine, Cumming School of Medicine, University of
Calgary, Calgary, Alberta, Canada
- Department of
Community Health Sciences, Cumming School of Medicine,
University of Calgary, Calgary, Alberta,
Canada
- O'Brien Institute
for Public Health, University of Calgary,
Calgary, Alberta, Canada
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18
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Amra B, Mansouri M, Soltaninejad F, Feizi A, Kaminska M. Screening Tools for Obstructive Sleep Apnea in Pregnant Women: An Extended and Updated Systematic Review and Meta-analysis. Int J Prev Med 2024; 15:31. [PMID: 39239303 PMCID: PMC11376534 DOI: 10.4103/ijpvm.ijpvm_88_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 08/30/2023] [Indexed: 09/07/2024] Open
Abstract
The prevalence of obstructive sleep apnea syndrome (OSA) increases in women during pregnancy and negatively affects maternal and fetal outcomes. The updated systematic review and meta-analysis aimed to evaluate the validity of the Berlin, STOP-Bang, and Epworth sleepiness scale (ESS) questionnaires in detecting OSA in pregnant women. PubMed, Embase, and Web of Science were searched systematically up to March 2022. After eligible studies inclusion, two independent reviewers extracted demographic and clinical data. Bivariate random effects models were used to estimate the pooled accuracy measures including sensitivity and specificity, positive (PPV) and negative predictive values (NPVs), diagnostic odds ratio (DOR), and receiver operating characteristic curve (ROC) curve. We included 8 studies including 710 pregnant women with suspected OSA. The performance values of Berlin, STOP-Bang, and ESS questionnaires were as follows: the pooled sensitivity were 61% (95% confidence interval (CI): 40%-80%), 59% (95% CI: 49%-69%), and 29%, (95% CI: 10%-60%); pooled specificity were 61% (95% CI: 42%-78%), 80% (95% CI: 55%-93%), and 80% (95% CI: 50%-94%); pooled PPVs were 60% (95% CI: 0.49-0.72), 73% (95% CI: 61%-85%), and 59% (95% CI: 31%-87%); pooled NPVs were 60% (95% CI: 0.49-0.71), 65% (95% CI: 54%-76%), and 53% (95% CI: 41%-64%); and pooled DORs were 3 (95% CI: 1-5), 6 (95% CI: 2-19), and 2 (95% CI: 1-3), respectively. It seems that the Berlin, STOP-Bang, and ESS questionnaires had poor to moderate sensitivity and specificity in pregnancy, with the ESS showing the worst characteristics. Further studies are required to evaluate the performance of alternative screening methods for OSA in pregnancy.
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Affiliation(s)
- Babak Amra
- Bamdad Respiratory and Sleep Research Center, Pulmonary and Sleep Ward, Department of Internal Medicine, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Masoud Mansouri
- Department of Internal Medicine, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Forogh Soltaninejad
- Bamdad Respiratory and Sleep Research Center, Pulmonary and Sleep Ward, Department of Internal Medicine, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Awat Feizi
- Department of Epidemiology and Biostatistics, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Marta Kaminska
- Respiratory Division, McGill University Health Centre, Montreal, Quebec, Canada
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19
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van der Kleij S, de Backer I, Hanraets B, Verbraecken J, Asin J. Effectiveness of remote monitoring in improving CPAP compliance and the impact of preexisting organisation of standard care: a randomised controlled trial. Sleep Breath 2024; 28:1715-1721. [PMID: 38755506 PMCID: PMC11303419 DOI: 10.1007/s11325-024-03042-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 02/11/2024] [Accepted: 04/24/2024] [Indexed: 05/18/2024]
Abstract
PURPOSE : Continuous positive airway pressure (CPAP) is often the treatment of choice for obstructive sleep apnea (OSA). Short-term adherence and early perceived benefits are the best predictors of long-term adherence. The aim of this study was to determine the effect of telemonitoring in the first period of treatment with CPAP (auto-titrating PAP) on compliance and the long-term outcome. METHODS Patients aged between 18-75 years old with symptomatic severe OSA (apnea-hypopnea index (AHI) ≥ 30) requiring CPAP therapy were included in this single-blind, single-centre, randomised, controlled trial. They were divided into 2 groups (telemonitored standard clinical care versus standard clinical care without telemonitoring). RESULTS A total of 230 patients (115 patients/group) were included (mean age 54 ± 16.6 years, BMI 32.6 ± 5.4 kg/m2, ESS 13.1 ± 6.2, AHI 47.5 ± 14.8/hr). At week 10 compliance was similar in both groups (telemonitoring vs control 6:27 and 6:35 h, respectively, p = 0.57), as were AHI (2.4; 2.4/hr, p = 0.89) and ESS (5.8; 4.9, p = 0.22). The number of contacts of a patient with a healthcare professional was significantly higher during the follow-up from week 3 until week 10 (0.25; 0.13, p = 0.03). The number of patients who could be evaluated after 1 year was equally distributed in both groups (104; 104, p = 1.00), as were compliance (6:43; 6:49 h, p = 0.59) and residual AHI (1.9; 2.2/hr, p = 0.41). CONCLUSIONS In patients with severe OSA with standard intensive follow-up during the initial weeks of CPAP therapy and good compliance, telemonitoring did not improve CPAP compliance nor the clinical outcome in the short or long term. The practical consequences can be highly relevant for patients and healthcare professionals.
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Affiliation(s)
- Stephan van der Kleij
- Department of Pulmonary Medicine, Centre for Sleep Medicine, Amphia Hospital, Postbus 90158, 4800 RK, Breda, The Netherlands.
- Centre for Home Ventilation, Erasmus MC, Postbus 2040, 3000 CA, Rotterdam, The Netherlands.
| | - Ingrid de Backer
- Department of Pulmonary Medicine, Centre for Sleep Medicine, Amphia Hospital, Postbus 90158, 4800 RK, Breda, The Netherlands
| | - Barbara Hanraets
- Department of Pulmonary Medicine, Centre for Sleep Medicine, Amphia Hospital, Postbus 90158, 4800 RK, Breda, The Netherlands
- Department of Pulmonary Medicine, Centre for Home Ventilation, UMC Utrecht, Utrecht, The Netherlands
| | - Johan Verbraecken
- Multidisciplinary Sleep Disorders Centre, Antwerp University Hospital and University of Antwerp, Edegem, Belgium
| | - Jerryll Asin
- Department of Pulmonary Medicine, Centre for Sleep Medicine, Amphia Hospital, Postbus 90158, 4800 RK, Breda, The Netherlands.
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20
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Mangas-Moro A, Casitas R, Sánchez-Sánchez B, Fernández-Navarro I, Fernández-Lahera J, Galera R, Martínez-Cerón E, Zamarrón E, García-Río F. Characteristics of obstructive sleep apnea related to insulin resistance. Sleep Breath 2024; 28:1625-1634. [PMID: 38717715 DOI: 10.1007/s11325-024-03040-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 04/10/2024] [Accepted: 04/24/2024] [Indexed: 08/07/2024]
Abstract
BACKGROUND Obstructive sleep apnea (OSA) is associated with multiple comorbidities, including diabetes. Its development is preceded by alterations in the initial phase of carbohydrate metabolism characterized by insulin resistance. This study aims to evaluate the role of intermittent hypoxia and sleep fragmentation characteristic of OSA on the risk of insulin resistance among apneic patients without diabetes. METHODOLOGY 92 consecutive patients with OSA without evidence of diabetes were recruited. Overnight video polysomnography was performed and, the following morning, fasting blood glucose, insulin and glycosylated hemoglobin were determined. Insulin resistance was measured using the HOMA-IR index. RESULTS Insulin resistance was present in 52.2% of OSA patients. In these subjects, insulin resistance was independently associated to the apnea index during REM sleep (adjusted odds ratio [aOR] 1.09; 95% CI, 1.03 to 1.16; p = 0.004), desaturation index (aOR 1.08; 95% CI: 1.04 to 1.13; p = 0.027), and sleep time with oxygen saturation below 90% (aOR 1.04; 95% CI 1.00 to 1.08; p = 0.049). Furthermore, the HOMA-IR level was also directly related to the desaturation index (standardized regression coefficient [B] = 0.514, p < 0.001) and to the apnea index during REM sleep (B = 0.344, p = 0.002). CONCLUSIONS Intermittent hypoxia and disturbances in REM sleep emerge as main contributors to insulin resistance in OSA patients yet to experience diabetes onset.
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Affiliation(s)
- Alberto Mangas-Moro
- Respiratory Medicine Department, La Paz University Hospital, Paseo de La Castellana 261, 28046, Madrid, Spain.
| | - Raquel Casitas
- Respiratory Medicine Department, La Paz University Hospital, Paseo de La Castellana 261, 28046, Madrid, Spain
- Biomedical Research Networking Center On Respiratory Diseases (CIBERES), Madrid, Spain
| | - Begoña Sánchez-Sánchez
- Respiratory Medicine Department, La Paz University Hospital, Paseo de La Castellana 261, 28046, Madrid, Spain
| | - Isabel Fernández-Navarro
- Respiratory Medicine Department, La Paz University Hospital, Paseo de La Castellana 261, 28046, Madrid, Spain
| | - Juan Fernández-Lahera
- Respiratory Medicine Department, La Paz University Hospital, Paseo de La Castellana 261, 28046, Madrid, Spain
| | - Raúl Galera
- Respiratory Medicine Department, La Paz University Hospital, Paseo de La Castellana 261, 28046, Madrid, Spain
- Biomedical Research Networking Center On Respiratory Diseases (CIBERES), Madrid, Spain
| | - Elisabet Martínez-Cerón
- Respiratory Medicine Department, La Paz University Hospital, Paseo de La Castellana 261, 28046, Madrid, Spain
- Biomedical Research Networking Center On Respiratory Diseases (CIBERES), Madrid, Spain
| | - Ester Zamarrón
- Respiratory Medicine Department, La Paz University Hospital, Paseo de La Castellana 261, 28046, Madrid, Spain
| | - Francisco García-Río
- Respiratory Medicine Department, La Paz University Hospital, Paseo de La Castellana 261, 28046, Madrid, Spain
- Biomedical Research Networking Center On Respiratory Diseases (CIBERES), Madrid, Spain
- Department of Medicine, Autonomous University of Madrid, Madrid, Spain
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21
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You J, Li J, Yao R, Gao J, Wu J, Ye J. Noninvasive detection of diabetes in obstructive sleep apnea based on overnight SpO 2 signal and deep learning. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2024; 2024:1-4. [PMID: 40039742 DOI: 10.1109/embc53108.2024.10782287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2025]
Abstract
The prevalence of obstructive sleep apnea comorbid with diabetes is high while the awareness of diabetes is low. There is a strong need for new diagnostic biomarkers to detect diabetes at an early stage. Therefore, we aimed to establish an automatic, deep-learning based model that could be applied to assess diabetes risks using overnight SpO2 signals. The samples were derived from the Sleep Heart Health Study including 5,021 middle-aged and older adults (6.9% diabetes). The deep-learning models were established to identify diabetes solely from SpO2 or in combination with clinical factors (gender, age, and BMI). Class Activation Map (CAM) was utilized to determine the models' effects. By adding SpO2 to clinical factors, the prediction performance was significantly improved from 0.646 ± 0.011 to 0.751 ± 0.006 in terms of the area under the receiver operator characteristic (AUC) after 10-fold cross-validation. CAM results showed significant subsequences for the classification decision were the hypoxic events. The findings suggest that the SpO2 signals could provide substantial information. The deep learning model could be used to evaluate diabetes risks, which is beneficial for long-term health management monitoring.
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22
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Tao X, Niu R, Lu W, Zeng X, Sun X, Liu C. Obstructive sleep apnea (OSA) is associated with increased risk of early-onset sarcopenia and sarcopenic obesity: Results from NHANES 2015-2018. Int J Obes (Lond) 2024; 48:891-899. [PMID: 38383717 DOI: 10.1038/s41366-024-01493-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Revised: 02/01/2024] [Accepted: 02/02/2024] [Indexed: 02/23/2024]
Abstract
OBJECTIVE This study aims to estimate the prevalence of early-onset sarcopenia and sarcopenic obesity in the United States and its relative risk due to obstructive sleep apnea (OSA). METHODS Data in this cross-sectional study were extracted from the National Health and Nutritional Examination Survey (NHANES) 2015-2018. Weighted multistage stratified probability sampling design was considered to estimate the prevalence of early-onset sarcopenia and sarcopenic obesity. Weighted multivariable logistic regression analyses and weighted multivariable mediation models were performed to evaluate the association between OSA and early-onset sarcopenia. RESULTS The prevalence of early-onset sarcopenia and early-onset sarcopenic obesity was estimated to be 5.5% and 4.6%, respectively. A higher prevalence of sarcopenia (12% V.S. 5.5%, P < 0.01) and sarcopenic obesity (10.3% V.S. 4.0%, P < 0.01) was observed among participants with OSA than those without OSA. Multivariable logistic regression models suggested that participants with OSA had higher odds ratios of suffering from early-onset sarcopenia [Odds Ratio (OR): 1.5, 95% confidence interval (CI):1.1-2.7] and early-onset sarcopenic obesity [OR: 1.8, 95% CI: 1.1-3.1] after adjusting for potential confounding variables. Mediation analyses suggested serum chronic reaction protein (CRP) mediated 23.7% (P < 0.01) & 26.2% (P < 0.01), homeostasis model assessment insulin resistance index (HOMA-IR) mediated 24.8% (P < 0.01) & 20.7% (P < 0.05), body mass index (BMI) mediated 46.4% (P < 0.05) & 49.9% (P < 0.01), HEI-2015 mediated 23.3% (P < 0.01) & 25.6% (P < 0.01), and Vitamin D mediated 7.5% (P < 0.01) & 8.5% (P < 0.01) of the potential effects of OSA on early-onset sarcopenia and sarcopenic obesity, respectively. CONCLUSION Early-onset sarcopenia and sarcopenic obesity were prevalent among young adults in the US. OSA is a significant independent risk factor and may induce muscle loss by unhealthy diet habits, higher BMI, chronic inflammation, insulin resistance, and Vitamin D. It was essential for clinicians to arrange appropriate screening and interventions for patients with OSA to prevent muscle loss as early as possible.
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Affiliation(s)
- Xinge Tao
- Department of Endocrinology and Diabetes, the First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
- National Institute for Data Science in Health and Medicine, Xiamen University, Xiamen, China
| | - Rui Niu
- Department of Endocrinology and Diabetes, the First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Wenjing Lu
- Department of Endocrinology and Diabetes, the First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Xiying Zeng
- Department of Endocrinology and Diabetes, the First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Xin Sun
- Department of Outpatient, The First Affiliated Hospital of Jinan University, Guangzhou, China.
| | - Changqin Liu
- Department of Endocrinology and Diabetes, the First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China.
- Xiamen Key Laboratory for Clinical Efficacy and Evidence-Based Research of Traditional Chinese Medicine, the First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China.
- Fujian Province Key Laboratory of Diabetes Translational Medicine, the First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China.
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23
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Bock JM, Johnson S, Kashyap PC, Somers VK, Cheung J. Impact of PAP on the gut microbiome in OSA: A pilot study. Sleep Med 2024; 118:39-42. [PMID: 38599014 PMCID: PMC11131366 DOI: 10.1016/j.sleep.2024.03.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 03/13/2024] [Accepted: 03/27/2024] [Indexed: 04/12/2024]
Abstract
OBJECTIVE/BACKGROUND Microbes within the gastrointestinal tract have emerged as modulators of the host's health. Obstructive sleep apnea (OSA) is characterized by intermittent partial, or complete, airway closure during sleep and is associated with increased risk of non-communicable diseases as well as dysbiosis of the gut microbiome. Thus, we investigated if improving nocturnal airway patency via positive airway pressure (PAP) therapy improves gut microbial diversity in recently diagnosed patients with moderate-to-severe OSA (apnea-hypopnea index ≥15.0 events/hr). PATIENTS/METHODS Eight subjects (3 F, 56±9yrs, 33.5 ± 7.7 kg/m2, 45.0 ± 38.4 events/hr) provided stool samples before, and two months after, PAP therapy (mean adherence of 95 ± 6%, residual apnea-hypopnea index of 4.7 ± 4.6 events/hr). RESULTS While the Shannon diversity index tended to increase following PAP (3.96 ± 0.52 to 4.18 ± 0.56, p = 0.08), there were no changes in the Observed (1,088 ± 237 to 1,136 ± 289, p = 0.28) nor Inverse-Simpson (22.4 ± 12.99 to 26.6 ± 18.23, p = 0.28) alpha diversity indices. There were also no changes in beta diversity assessed using the Bray-Curtis (p = 0.98), Jaccard (p = 0.99), WUniFrac (p = 0.98), GUniFrac (p = 0.98), or UniFrac (p = 0.98) methods. No changes in differential abundance taxa were found using a false discovery rate threshold of <0.20. CONCLUSIONS Our data are the first to report that PAP therapy may not offset, or reverse, gut dysbiosis in patients with OSA. Accordingly, interventions which improve gut microbial health should be explored as potential adjunctive treatment options in patients with OSA to reduce their risk of developing non-communicable diseases.
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Affiliation(s)
- Joshua M Bock
- Department of Cardiovascular Medicine, Mayo Clinic, 200 First St. SW Rochester, MN, 55905, United States
| | - Stephen Johnson
- Department of Quantitative Health Sciences, Mayo Clinic, 200 First St. SW Rochester, MN, 55905, United States
| | - Purna C Kashyap
- Division of Gastroenterology and Hepatology, Mayo Clinic, 200 First St. SW Rochester, MN, 55905, United States; Department of Physiology and Biomedical Engineering, Mayo Clinic, 200 First St. SW Rochester, MN, 55905, United States
| | - Virend K Somers
- Department of Cardiovascular Medicine, Mayo Clinic, 200 First St. SW Rochester, MN, 55905, United States
| | - Joseph Cheung
- Division of Allergy, Pulmonary and Sleep Medicine, Mayo Clinic, 4500 San Pablo Road Jacksonville, FL, 32224, United States.
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24
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Abelleira R, Zamarrón C, Riveiro V, Casal A, Toubes ME, Rábade C, Ricoy J, Lama A, Rodríguez-Núñez N, Ferreiro L, Rodríguez-Ozores J, Valdés L. [Relationship between obstructive sleep apnea and type 2 diabetes mellitus]. Med Clin (Barc) 2024; 162:363-369. [PMID: 38220552 DOI: 10.1016/j.medcli.2023.11.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 11/13/2023] [Accepted: 11/15/2023] [Indexed: 01/16/2024]
Abstract
INTRODUCTION The association between obstructive sleep apnea (OSA) and glucose metabolism remains controversial. This study investigates the relationship between OSA and incident type 2 diabetes (DM) and prediabetes (preDM), as well as the effect of long-term CPAP (continuous positive airway pressure) treatment. METHODS Follow-up study in a retrospective clinical cohort of patients with OSA and randomly selected controls. Data on incident DM and preDM as well as CPAP were obtained from hospital records. The relationship between baseline OSA and incident DM was examined using COX regression models. RESULTS Three hundred and fifty-six patients, 169 with OSA and 187 controls were followed for a median of 98 months; 47 patients (13.2%) developed DM and 43 (12.1%) developed preDM. The 5-year cumulative incidence of DM was 10.7% (6.5-13.9%). 87% of subjects with preDM in the baseline sample progressed to incident DM. It is shown that body mass index (BMI), nocturnal hypoxia and apnea hypopnea index (AHI) are risk factors for the development of DM and that CPAP reduces this risk. CONCLUSIONS Patients with OSA have a higher risk of developing DM. The risk factors involved are BMI, nocturnal hypoxia and AHI. Regular long-term CPAP use was associated with a decreased risk.
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Affiliation(s)
- Romina Abelleira
- Servicio de Neumología, Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, España.
| | - Carlos Zamarrón
- Servicio de Neumología, Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, España
| | - Vanessa Riveiro
- Servicio de Neumología, Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, España
| | - Ana Casal
- Servicio de Neumología, Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, España
| | - María Elena Toubes
- Servicio de Neumología, Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, España
| | - Carlos Rábade
- Servicio de Neumología, Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, España
| | - Jorge Ricoy
- Servicio de Neumología, Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, España
| | - Adriana Lama
- Servicio de Neumología, Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, España
| | - Nuria Rodríguez-Núñez
- Servicio de Neumología, Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, España
| | - Lucía Ferreiro
- Servicio de Neumología, Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, España; Grupo Interdisciplinar de Investigación en Neumología, Instituto de Investigaciones Sanitarias de Santiago (IDIS), Santiago de Compostela, España
| | - Juan Rodríguez-Ozores
- Servicio de Neumología, Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, España
| | - Luis Valdés
- Servicio de Neumología, Complejo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, España; Grupo Interdisciplinar de Investigación en Neumología, Instituto de Investigaciones Sanitarias de Santiago (IDIS), Santiago de Compostela, España; Departamento de Medicina, Facultad de Medicina, Universidad de Santiago de Compostela, Santiago de Compostela, España
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25
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Drapkina OM, Kontsevaya AV, Kalinina AM, Avdeev SN, Agaltsov MV, Alekseeva LI, Almazova II, Andreenko EY, Antipushina DN, Balanova YA, Berns SA, Budnevsky AV, Gainitdinova VV, Garanin AA, Gorbunov VM, Gorshkov AY, Grigorenko EA, Jonova BY, Drozdova LY, Druk IV, Eliashevich SO, Eliseev MS, Zharylkasynova GZ, Zabrovskaya SA, Imaeva AE, Kamilova UK, Kaprin AD, Kobalava ZD, Korsunsky DV, Kulikova OV, Kurekhyan AS, Kutishenko NP, Lavrenova EA, Lopatina MV, Lukina YV, Lukyanov MM, Lyusina EO, Mamedov MN, Mardanov BU, Mareev YV, Martsevich SY, Mitkovskaya NP, Myasnikov RP, Nebieridze DV, Orlov SA, Pereverzeva KG, Popovkina OE, Potievskaya VI, Skripnikova IA, Smirnova MI, Sooronbaev TM, Toroptsova NV, Khailova ZV, Khoronenko VE, Chashchin MG, Chernik TA, Shalnova SA, Shapovalova MM, Shepel RN, Sheptulina AF, Shishkova VN, Yuldashova RU, Yavelov IS, Yakushin SS. Comorbidity of patients with noncommunicable diseases in general practice. Eurasian guidelines. КАРДИОВАСКУЛЯРНАЯ ТЕРАПИЯ И ПРОФИЛАКТИКА 2024; 23:3696. [DOI: 10.15829/1728-8800-2024-3996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/10/2024] Open
Abstract
Создание руководства поддержано Советом по терапевтическим наукам отделения клинической медицины Российской академии наук.
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Guo J, Redline S, Stone KL, Xiao Y. Redefining Comorbid Insomnia and Sleep Apnea: The Association of Sleep Breathing Impairment and Insomnia with Incident Diabetes. Ann Am Thorac Soc 2023; 20:1791-1800. [PMID: 37695743 PMCID: PMC10704235 DOI: 10.1513/annalsats.202302-171oc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 09/08/2023] [Indexed: 09/13/2023] Open
Abstract
Rationale: Obstructive sleep apnea (OSA) is a prevalent sleep disorder that is frequently comorbid with insomnia and often accompanied by metabolic diseases such as type 2 diabetes. Although the apnea-hypopnea index (AHI) is currently the diagnostic criterion for gauging the severity of OSA, the AHI has not consistently predicted incident diabetes. Objectives: To test whether a combined insomnia-OSA (COMISA) phenotype based on comorbid insomnia and sleep breathing impairment index (COMISA-SBII) predicts incident diabetes and to compare the association with an AHI definition of COMISA (COMISA-AHI) in the MrOS (Osteoporotic Fractures in Men) study. Methods: The study samples came from participants in the MrOS sleep study without diabetes at their baseline examination. The SBII was derived as the product of the duration of each respiratory event (apnea and hypopnea) and the accompanying desaturation area from baseline unattended polysomnography. A subgroup of individuals classified as having comorbid insomnia (difficulties falling asleep, waking up in the middle of the night and/or early morning awakenings >15 times per month, and daytime impairments) and sleep breathing impairment (greater than 50th percentile of SBII) were identified at baseline. The primary outcome was incident diabetes during the follow-up visits. Cox proportional models were built to assess the adjusted hazard ratios of COMISA-AHI and COMISA-SBII. Prediction model performances of incident diabetes were compared across different models. Results: A total of 2,365 men (mean age, 76 yr) without diabetes at baseline were included. During a median follow-up of 10.0 years, diabetes developed in 181. After adjusting for demographic characteristics, comorbidities, and behavioral risk factors, participants with COMISA-SBII had a higher risk of incident diabetes (hazard ratio, 1.82; 95% confidence interval, 1.15-2.89) than those without sleep disorders (those with an SBII ⩽13.17 and no insomnia). The result remained significant in the risk competing model. Compared with COMISA-AHI, the addition of COMISA-SBII to a crude model with established risk factors significantly improved the predictive value of incident diabetes. Conclusions: COMISA-SBII, but not COMISA-AHI, predicted incident diabetes after accounting for multiple covariates in a cohort of older men. A comorbid insomnia phenotype based on SBII plus insomnia symptoms may be an important clinical subtype.
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Affiliation(s)
- Junwei Guo
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Susan Redline
- Division of Sleep and Circadian Disorders, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts; and
| | - Katie L. Stone
- Research Institute, California Pacific Medical Center, San Francisco, California
| | - Yi Xiao
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
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Pan Q, Li H, Gan X, Chen X, Liu X, Li J. Relationship between slow-wave sleep and serum γ-glutamine transaminase in non-obese men with obstructive sleep apnea-hypopnea syndrome. Sleep Breath 2023; 27:1717-1724. [PMID: 36586074 DOI: 10.1007/s11325-022-02775-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 11/25/2022] [Accepted: 12/27/2022] [Indexed: 01/01/2023]
Abstract
BACKGROUND Obstructive sleep apnea-hypopnea syndrome (OSAHS) is a disease characterized with intermittent hypoxia and sleep fragmentation. Obesity and gender are major risk factors for the onset of OSAHS. Previous studies on obese men with OSAHS have been performed, while few studies on non-obese men with OSAHS have been carried out. The purpose of this study was to explore the clinical characteristics of polysomnography and blood biochemical indexes in non-obese men with OSAHS and to identify the possible influencing factors. METHODS This retrospective study included patients with OSAHS who underwent polysomnography in our hospital. General clinical data such as overnight polysomnography and biochemical indicators were recorded. The patients were divided into two groups according to the apnea-hypopnea index (AHI): mild to moderate OSAHS and severe OSAHS. The differences in biochemical parameters such as the levels of γ-glutamine transaminase (GGT), triglyceride (TG), glucose (GLU), and sleep structure parameters such as N1, N2, slow-wave sleep (SWS), and rapid eye movement (REM) sleep were compared and analyzed. Spearman correlation analysis and logistic regression were used to identify the risk factors of non-obese men with OSAHS. ROC curves were used to evaluate the predictive ability of SWS and GGT on disease severity. RESULTS Of 94 non-obese men with OSAHS, 49 had mild to moderate OSAHS and 45 had severe OSAHS. Our data suggested that the levels of low oxygen saturation (L-SaO2), mean oxygen saturation (M-SaO2), SWS, and GGT were significantly changed in the mild to moderate OSAHS group compared with the severe group (p < 0.05). For patients with OSAHS, the proportion of SWS in the group with severe OSAHS was higher than that in the mild to moderate group (p < 0.05), and the serum GGT enzyme levels were significantly elevated in the severe group compared to the mild to moderate group (p < 0.05). Using logistic regression analyses, our data revealed that both SWS and GGT enzyme levels were independent risk factors for AHI (p < 0.05). In addition, the results of correlation analysis indicated that SWS was related to triglyceride (TG), total cholesterol (TC), apolipoprotein E (APOE), and triglyceride glucose (TyG) index (p < 0.05); GGT was related to TG, TC, APOE, and TyG index (p < 0.05). Furthermore, SWS was independently associated with GGT (p < 0.05). The area under the ROC curve plotted with the combined coefficient of SWS and serum GGT was 0.728, which was predictive of the disease severity. CONCLUSIONS These results suggest that SWS and GGT are independent associated factors of the severity of the disease. However, TyG index was not an independent associated factor of the severity of disease in non-obese men with OSAHS. In addition, SWS and GGT were negatively correlated. SWS combined with serum GGT may be predictive of the severity of the disease. This study may have added to our understanding of the pathogenesis of OSAHS in non-obese men.
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Affiliation(s)
- Qiyuan Pan
- Department of Neurology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China
| | - Hanqing Li
- Department of Stomatology, The First People's Hospital of Zaoyang City, 441200, Hubei Province, China
| | - Xieyu Gan
- Department of Neurology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China
| | - Xin Chen
- Department of Neurology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China
| | - Xirui Liu
- Department of Neurology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China
| | - Jinfang Li
- Department of Neurology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China.
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Martinot JB, Le-Dong NN, Borel AL, Tamisier R, Malhotra A, Pépin JL. Respiratory effort during sleep and the rate of prevalent type 2 diabetes in obstructive sleep apnoea. Diabetes Obes Metab 2023; 25:2815-2823. [PMID: 37312670 PMCID: PMC10527265 DOI: 10.1111/dom.15169] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 05/15/2023] [Accepted: 05/24/2023] [Indexed: 06/15/2023]
Abstract
AIM To determine the association between total sleep time (TST) spent in increased respiratory effort (RE) and the prevalence of type 2 diabetes in a large cohort of individuals with suspected obstructive sleep apnoea (OSA) referred for in-laboratory polysomnography (PSG). MATERIALS AND METHODS We conducted a retrospective cross-sectional study using the clinical data of 1128 patients. Non-invasive measurements of RE were derived from the sleep mandibular jaw movements (MJM) bio-signal. An explainable machine-learning model was built to predict prevalent type 2 diabetes from clinical data, standard PSG indices, and MJM-derived parameters (including the proportion of TST spent with increased respiratory effort [REMOV [%TST]). RESULTS Original data were randomly assigned to training (n = 853) and validation (n = 275) subsets. The classification model based on 18 input features including REMOV showed good performance for predicting prevalent type 2 diabetes (sensitivity = 0.81, specificity = 0.89). Post hoc interpretation using the Shapley additive explanation method found that a high value of REMOV was the most important risk factor associated with type 2 diabetes after traditional clinical variables (age, sex, body mass index), and ahead of standard PSG metrics including the apnoea-hypopnea and oxygen desaturation indices. CONCLUSIONS These findings show for the first time that the proportion of sleep time spent in increased RE (assessed through MJM measurements) is an important predictor of the association with type 2 diabetes in individuals with OSA.
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Affiliation(s)
- Jean-Benoit Martinot
- Sleep Laboratory, CHU Université catholique de Louvain (UCL) Namur Site Sainte-Elisabeth, Namur, Belgium
- Institute of Experimental and Clinical Research, UCL Bruxelles Woluwe, Brussels, Belgium
| | | | - Anne-Laure Borel
- University of Grenoble Alpes, HP2 Laboratory, Inserm U1300, Grenoble, France
| | - Renaud Tamisier
- University of Grenoble Alpes, HP2 Laboratory, Inserm U1300, Grenoble, France
| | - Atul Malhotra
- University of California San Diego, La Jolla, California, USA
| | - Jean-Louis Pépin
- University of Grenoble Alpes, HP2 Laboratory, Inserm U1300, Grenoble, France
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Kendzerska T, Povitz M, Gershon AS, Ryan CM, Talarico R, Franco Avecilla DA, Robillard R, Ayas NT, Pendharkar SR. Association of clinically significant obstructive sleep apnoea with risks of contracting COVID-19 and serious COVID-19 complications: a retrospective population-based study of health administrative data. Thorax 2023; 78:933-941. [PMID: 36717242 DOI: 10.1136/thorax-2022-219574] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 01/03/2023] [Indexed: 02/01/2023]
Abstract
RATIONALE/OBJECTIVES Despite plausible pathophysiological mechanisms, more research is needed to confirm the relationship between obstructive sleep apnoea (OSA) and the risk of COVID-19 infection or COVID-19-related serious complications. METHODS We conducted a retrospective population-based cohort study using provincial health administrative data (Ontario, Canada). Adults with physician-diagnosed OSA who received positive airway pressure therapy in the 5 years prepandemic (OSA group) were propensity score matched by baseline characteristics to individuals in the general population at low risk of OSA (non-OSA group) using inverse probability of treatment weighting. Weighted HRs of (1) a positive COVID-19 test and (2) COVID-19-related emergency department (ED) visits, hospitalisations, intensive care unit (ICU) admissions and mortality, within 12 months of pandemic onset, were compared between groups. We also evaluated the impact of comorbid cardiometabolic or chronic airways disease. RESULTS We identified and matched 324 029 individuals in the OSA group to 4 588 200 individuals in the non-OSA group. Compared with the non-OSA group, those in the OSA group were at a greater hazard of testing positive for COVID-19 (HR=1.17, 95% CI 1.13 to 1.21), having a COVID-19-related ED visit (HR=1.62, 95% CI 1.51 to 1.73), hospitalisation (HR=1.50, 95% CI 1.37 to 1.65) or ICU admission (HR=1.53, 95% CI 1.27 to 1.84). COVID-19-related 30-day mortality was not different (HR=0.98, 95% CI 0.82 to 1.16).We found that for the OSA group, comorbid airways disease but not cardiometabolic conditions increased the hazards of COVID-19-related outcomes, including mortality. CONCLUSION In this large population-based study, we demonstrated that a recent diagnosis of OSA requiring treatment was associated with an increased hazard of testing positive for COVID-19 and serious COVID-19-related complications, particularly in those with co-existing chronic airways disease.
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Affiliation(s)
- Tetyana Kendzerska
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- ICES, Ottawa, Ontario, Canada
- Department of Medicine, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Marcus Povitz
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Andrea S Gershon
- ICES, Toronto, Ontario, Canada
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Clodagh M Ryan
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Sleep Research Laboratory, Toronto Rehabilitation Institute University Health Network, Toronto, Ontario, Canada
| | - Robert Talarico
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- ICES, Ottawa, Ontario, Canada
| | | | | | - Najib T Ayas
- Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Sachin R Pendharkar
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- O'Brien Institute for Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
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Leentjens M, Bosschieter PFN, Al-Terki A, de Raaff CAL, de Vries CEE, Hammad M, Thanaraj TA, Al-Khairi I, Cherian P, Channanath A, Abu-Farha M, de Vries N, Abubaker J. The association between biomarker angiopoietin-like protein five and obstructive sleep apnea in patients undergoing bariatric surgery. Sleep Breath 2023; 27:1443-1454. [PMID: 36449218 DOI: 10.1007/s11325-022-02736-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 10/20/2022] [Accepted: 10/24/2022] [Indexed: 12/05/2022]
Abstract
PURPOSE Obstructive sleep apnea (OSA) is prevalent in the bariatric population. OSA should be recognized in patients undergoing bariatric surgery preoperatively to prevent peri- and post-operative complications. Lipid metabolism-related biomarkers are associated with OSA. Triglyceride metabolism is, among others, regulated by angiopoietin-like protein five (ANGPTL5). We aimed to evaluate the level of ANGPTL5 in patients with OSA of different severity levels before and after bariatric surgery. METHODS We performed a single-center prospective cohort study including a consecutive series of patients who underwent bariatric surgery. We collected the clinical data, polysomnography (PSG) or polygraphy (PG) parameters, and plasma derived via venipuncture before and 6 to 12 months after surgery. Lipid profile, glucose levels, and ANGPTL5 levels were assessed. ANGPTL5 levels were measured using an enzyme-linked immunosorbent assay (ELISA). RESULTS The study included 88 patients for analysis. The patients were divided into two subgroups: no or mild OSA (apnea-hypopnea index (AHI) < 15 events/hour, n = 57) and moderate-to-severe OSA (AHI ≥ 15 events/hour, n = 31). The ANGPTL5 level was higher in the moderate-to-severe OSA group (20.5 [15.6, 26.5] ng/mL) compared to the no or mild OSA group (16.3 [12.5, 19.4] ng/mL) (p = 0.008). A significant positive correlation was observed between ANGPTL5 and AHI (ρ = 0.256, p = 0.017), apnea index (AI) (ρ = 0.318, p = 0.003), and triglyceride levels (ρ = 0.240, p = 0.025). ANGPTL5 levels were reduced significantly after bariatric surgery in both moderate-to-severe OSA (15.6 [10.3, 18.7] ng/mL) and no or mild OSA (13.4 [9.2, 15.8] ng/mL) groups, though to a lower level in the group without or mild OSA. Post-surgery, the significant positive correlation between ANGPTL5 and AHI (ρ = 0.210, p = 0.047), AI (ρ = 0.230, p = 0.034), and triglyceride (ρ = 0.397, p < 0.001) remained. CONCLUSION The data showed increased levels of ANGPTL5 in patients with moderate-to-severe OSA. Both AHI and ANGPTL5 levels decreased significantly after bariatric surgery. We also report an association between ANGPTL5 levels and OSA severity.
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Affiliation(s)
- M Leentjens
- Department of Otorhinolaryngology - Head and Neck Surgery, OLVG, Amsterdam, the Netherlands
| | - P F N Bosschieter
- Department of Otorhinolaryngology - Head and Neck Surgery, OLVG, Amsterdam, the Netherlands
| | - Abdulmohsen Al-Terki
- Department of Otolaryngology - Head & Neck Surgery, Medical Division, Dasman Diabetes Institute, Kuwait City, Kuwait
| | - C A L de Raaff
- Department of Surgery, Amsterdam UMC, Amsterdam, the Netherlands
| | - C E E de Vries
- Department of Surgery, Reinier de Graaf Gasthuis, Delft, the Netherlands
| | - Maha Hammad
- Department of Biochemistry and Molecular Biology, Dasman Diabetes Institute, Dasman, P.O. Box 1180, 15462, Kuwait City, Kuwait
| | | | - Irina Al-Khairi
- Department of Biochemistry and Molecular Biology, Dasman Diabetes Institute, Dasman, P.O. Box 1180, 15462, Kuwait City, Kuwait
| | - Preethi Cherian
- Department of Biochemistry and Molecular Biology, Dasman Diabetes Institute, Dasman, P.O. Box 1180, 15462, Kuwait City, Kuwait
| | - Arshad Channanath
- Department of Genetics and Bioinformatics, Dasman Diabetes Institute, Kuwait City, Kuwait
| | - Mohamed Abu-Farha
- Department of Biochemistry and Molecular Biology, Dasman Diabetes Institute, Dasman, P.O. Box 1180, 15462, Kuwait City, Kuwait.
| | - N de Vries
- Department of Otorhinolaryngology - Head and Neck Surgery, OLVG, Amsterdam, the Netherlands
- Department of Oral Kinesiology, ACTA, MOVE Research Institute Amsterdam, University of Amsterdam and VU University Amsterdam, Amsterdam, the Netherlands
- Faculty of Medicine and Health Sciences, Department of Otorhinolaryngology, Head and Neck Surgery, Antwerp University Hospital, Antwerp, Belgium
| | - Jehad Abubaker
- Department of Biochemistry and Molecular Biology, Dasman Diabetes Institute, Dasman, P.O. Box 1180, 15462, Kuwait City, Kuwait
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Chang JL, Goldberg AN, Alt JA, Alzoubaidi M, Ashbrook L, Auckley D, Ayappa I, Bakhtiar H, Barrera JE, Bartley BL, Billings ME, Boon MS, Bosschieter P, Braverman I, Brodie K, Cabrera-Muffly C, Caesar R, Cahali MB, Cai Y, Cao M, Capasso R, Caples SM, Chahine LM, Chang CP, Chang KW, Chaudhary N, Cheong CSJ, Chowdhuri S, Cistulli PA, Claman D, Collen J, Coughlin KC, Creamer J, Davis EM, Dupuy-McCauley KL, Durr ML, Dutt M, Ali ME, Elkassabany NM, Epstein LJ, Fiala JA, Freedman N, Gill K, Boyd Gillespie M, Golisch L, Gooneratne N, Gottlieb DJ, Green KK, Gulati A, Gurubhagavatula I, Hayward N, Hoff PT, Hoffmann OM, Holfinger SJ, Hsia J, Huntley C, Huoh KC, Huyett P, Inala S, Ishman SL, Jella TK, Jobanputra AM, Johnson AP, Junna MR, Kado JT, Kaffenberger TM, Kapur VK, Kezirian EJ, Khan M, Kirsch DB, Kominsky A, Kryger M, Krystal AD, Kushida CA, Kuzniar TJ, Lam DJ, Lettieri CJ, Lim DC, Lin HC, Liu SY, MacKay SG, Magalang UJ, Malhotra A, Mansukhani MP, Maurer JT, May AM, Mitchell RB, Mokhlesi B, Mullins AE, Nada EM, Naik S, Nokes B, Olson MD, Pack AI, Pang EB, Pang KP, Patil SP, Van de Perck E, Piccirillo JF, Pien GW, et alChang JL, Goldberg AN, Alt JA, Alzoubaidi M, Ashbrook L, Auckley D, Ayappa I, Bakhtiar H, Barrera JE, Bartley BL, Billings ME, Boon MS, Bosschieter P, Braverman I, Brodie K, Cabrera-Muffly C, Caesar R, Cahali MB, Cai Y, Cao M, Capasso R, Caples SM, Chahine LM, Chang CP, Chang KW, Chaudhary N, Cheong CSJ, Chowdhuri S, Cistulli PA, Claman D, Collen J, Coughlin KC, Creamer J, Davis EM, Dupuy-McCauley KL, Durr ML, Dutt M, Ali ME, Elkassabany NM, Epstein LJ, Fiala JA, Freedman N, Gill K, Boyd Gillespie M, Golisch L, Gooneratne N, Gottlieb DJ, Green KK, Gulati A, Gurubhagavatula I, Hayward N, Hoff PT, Hoffmann OM, Holfinger SJ, Hsia J, Huntley C, Huoh KC, Huyett P, Inala S, Ishman SL, Jella TK, Jobanputra AM, Johnson AP, Junna MR, Kado JT, Kaffenberger TM, Kapur VK, Kezirian EJ, Khan M, Kirsch DB, Kominsky A, Kryger M, Krystal AD, Kushida CA, Kuzniar TJ, Lam DJ, Lettieri CJ, Lim DC, Lin HC, Liu SY, MacKay SG, Magalang UJ, Malhotra A, Mansukhani MP, Maurer JT, May AM, Mitchell RB, Mokhlesi B, Mullins AE, Nada EM, Naik S, Nokes B, Olson MD, Pack AI, Pang EB, Pang KP, Patil SP, Van de Perck E, Piccirillo JF, Pien GW, Piper AJ, Plawecki A, Quigg M, Ravesloot MJ, Redline S, Rotenberg BW, Ryden A, Sarmiento KF, Sbeih F, Schell AE, Schmickl CN, Schotland HM, Schwab RJ, Seo J, Shah N, Shelgikar AV, Shochat I, Soose RJ, Steele TO, Stephens E, Stepnowsky C, Strohl KP, Sutherland K, Suurna MV, Thaler E, Thapa S, Vanderveken OM, de Vries N, Weaver EM, Weir ID, Wolfe LF, Tucker Woodson B, Won CH, Xu J, Yalamanchi P, Yaremchuk K, Yeghiazarians Y, Yu JL, Zeidler M, Rosen IM. International Consensus Statement on Obstructive Sleep Apnea. Int Forum Allergy Rhinol 2023; 13:1061-1482. [PMID: 36068685 PMCID: PMC10359192 DOI: 10.1002/alr.23079] [Show More Authors] [Citation(s) in RCA: 127] [Impact Index Per Article: 63.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Revised: 08/12/2022] [Accepted: 08/18/2022] [Indexed: 11/08/2022]
Abstract
BACKGROUND Evaluation and interpretation of the literature on obstructive sleep apnea (OSA) allows for consolidation and determination of the key factors important for clinical management of the adult OSA patient. Toward this goal, an international collaborative of multidisciplinary experts in sleep apnea evaluation and treatment have produced the International Consensus statement on Obstructive Sleep Apnea (ICS:OSA). METHODS Using previously defined methodology, focal topics in OSA were assigned as literature review (LR), evidence-based review (EBR), or evidence-based review with recommendations (EBR-R) formats. Each topic incorporated the available and relevant evidence which was summarized and graded on study quality. Each topic and section underwent iterative review and the ICS:OSA was created and reviewed by all authors for consensus. RESULTS The ICS:OSA addresses OSA syndrome definitions, pathophysiology, epidemiology, risk factors for disease, screening methods, diagnostic testing types, multiple treatment modalities, and effects of OSA treatment on multiple OSA-associated comorbidities. Specific focus on outcomes with positive airway pressure (PAP) and surgical treatments were evaluated. CONCLUSION This review of the literature consolidates the available knowledge and identifies the limitations of the current evidence on OSA. This effort aims to create a resource for OSA evidence-based practice and identify future research needs. Knowledge gaps and research opportunities include improving the metrics of OSA disease, determining the optimal OSA screening paradigms, developing strategies for PAP adherence and longitudinal care, enhancing selection of PAP alternatives and surgery, understanding health risk outcomes, and translating evidence into individualized approaches to therapy.
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Affiliation(s)
- Jolie L. Chang
- University of California, San Francisco, California, USA
| | | | | | | | - Liza Ashbrook
- University of California, San Francisco, California, USA
| | | | - Indu Ayappa
- Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | | | | | | | | | - Maurits S. Boon
- Sidney Kimmel Medical Center at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Pien Bosschieter
- Academic Centre for Dentistry Amsterdam, Amsterdam, The Netherlands
| | - Itzhak Braverman
- Hillel Yaffe Medical Center, Hadera Technion, Faculty of Medicine, Hadera, Israel
| | - Kara Brodie
- University of California, San Francisco, California, USA
| | | | - Ray Caesar
- Stone Oak Orthodontics, San Antonio, Texas, USA
| | | | - Yi Cai
- University of California, San Francisco, California, USA
| | | | | | | | | | | | | | | | | | - Susmita Chowdhuri
- Wayne State University and John D. Dingell VA Medical Center, Detroit, Michigan, USA
| | - Peter A. Cistulli
- Faculty of Medicine and Health, University of Sydney, Sydney, Australia
| | - David Claman
- University of California, San Francisco, California, USA
| | - Jacob Collen
- Uniformed Services University, Bethesda, Maryland, USA
| | | | | | - Eric M. Davis
- University of Virginia, Charlottesville, Virginia, USA
| | | | | | - Mohan Dutt
- University of Michigan, Ann Arbor, Michigan, USA
| | - Mazen El Ali
- University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | | | | | | | - Kirat Gill
- Stanford University, Palo Alto, California, USA
| | | | - Lea Golisch
- University Hospital Mannheim, Ruprecht-Karls-University Heidelberg, Heidelberg, Germany
| | | | | | | | - Arushi Gulati
- University of California, San Francisco, California, USA
| | | | | | - Paul T. Hoff
- University of Michigan, Ann Arbor, Michigan, USA
| | - Oliver M.G. Hoffmann
- University Hospital Mannheim, Ruprecht-Karls-University Heidelberg, Heidelberg, Germany
| | | | - Jennifer Hsia
- University of Minnesota, Minneapolis, Minnesota, USA
| | - Colin Huntley
- Sidney Kimmel Medical Center at Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | | | | | - Sanjana Inala
- Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | | | | | | | | | | | | | | | | | | | - Meena Khan
- Ohio State University, Columbus, Ohio, USA
| | | | - Alan Kominsky
- Cleveland Clinic Head and Neck Institute, Cleveland, Ohio, USA
| | - Meir Kryger
- Yale School of Medicine, New Haven, Connecticut, USA
| | | | | | | | - Derek J. Lam
- Oregon Health and Science University, Portland, Oregon, USA
| | | | | | | | | | | | | | - Atul Malhotra
- University of California, San Diego, California, USA
| | | | - Joachim T. Maurer
- University Hospital Mannheim, Ruprecht-Karls-University Heidelberg, Heidelberg, Germany
| | - Anna M. May
- Case Western Reserve University, Cleveland, Ohio, USA
| | - Ron B. Mitchell
- University of Texas, Southwestern and Children’s Medical Center Dallas, Texas, USA
| | | | | | | | | | - Brandon Nokes
- University of California, San Diego, California, USA
| | | | - Allan I. Pack
- University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | | | | | | | | | | | | | | | - Mark Quigg
- University of Virginia, Charlottesville, Virginia, USA
| | | | - Susan Redline
- Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | | | - Armand Ryden
- Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | | | - Firas Sbeih
- Cleveland Clinic Head and Neck Institute, Cleveland, Ohio, USA
| | | | | | | | | | - Jiyeon Seo
- University of California, Los Angeles, California, USA
| | - Neomi Shah
- Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | | | | | - Ryan J. Soose
- University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | - Erika Stephens
- University of California, San Francisco, California, USA
| | | | | | | | | | - Erica Thaler
- University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Sritika Thapa
- Yale School of Medicine, New Haven, Connecticut, USA
| | | | - Nico de Vries
- Academic Centre for Dentistry Amsterdam, Amsterdam, The Netherlands
| | | | - Ian D. Weir
- Yale School of Medicine, New Haven, Connecticut, USA
| | | | | | | | - Josie Xu
- University of Toronto, Ontario, Canada
| | | | | | | | | | | | - Ilene M. Rosen
- University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Donovan LM, Hoyos CM, Kimoff RJ, Morrell MJ, Bosch NA, Chooljian DM, McEvoy RD, Sawyer AM, Wagner TH, Al-Lamee RR, Bishop D, Carno MA, Epstein M, Hanson M, Ip MSM, Létourneau M, Pamidi S, Patel SR, Pépin JL, Punjabi NM, Redline S, Thornton JD, Patil SP. Strategies to Assess the Effect of Continuous Positive Airway Pressure on Long-Term Clinically Important Outcomes among Patients with Symptomatic Obstructive Sleep Apnea: An Official American Thoracic Society Workshop Report. Ann Am Thorac Soc 2023; 20:931-943. [PMID: 37387624 PMCID: PMC12039958 DOI: 10.1513/annalsats.202303-258st] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/01/2023] Open
Abstract
Continuous positive airway pressure (CPAP) is the first-line treatment for obstructive sleep apnea (OSA). Although CPAP improves symptoms (e.g., daytime sleepiness), there is a lack of high-quality evidence that CPAP prevents many long-term outcomes, including cognitive impairment, myocardial infarction, and stroke. Observational studies suggest that patients with symptoms may be particularly likely to experience these preventive benefits with CPAP, but ethical and practical concerns limited the participation of such patients in prior long-term randomized trials. As a result, there is uncertainty about the full benefits of CPAP, and resolving this uncertainty is a key priority for the field. This workshop assembled clinicians, researchers, ethicists, and patients to identify strategies to understand the causal effects of CPAP on long-term clinically important outcomes among patients with symptomatic OSA. Quasi-experimental designs can provide valuable information and are less time and resource intensive than trials. Under specific conditions and assumptions, quasi-experimental studies may be able to provide causal estimates of CPAP's effectiveness from generalizable observational cohorts. However, randomized trials represent the most reliable approach to understanding the causal effects of CPAP among patients with symptoms. Randomized trials of CPAP can ethically include patients with symptomatic OSA, as long as there is outcome-specific equipoise, adequate informed consent, and a plan to maximize safety while minimizing harm (e.g., monitoring for pathologic sleepiness). Furthermore, multiple strategies exist to ensure the generalizability and practicality of future randomized trials of CPAP. These strategies include reducing the burden of trial procedures, improving patient-centeredness, and engaging historically excluded and underserved populations.
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Olaithe M, Hagen EW, Barnet JH, Eastwood PR, Bucks RS. OSA-Onset: An algorithm for predicting the age of OSA onset. Sleep Med 2023; 108:100-104. [PMID: 37348284 DOI: 10.1016/j.sleep.2023.05.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 05/08/2023] [Accepted: 05/21/2023] [Indexed: 06/24/2023]
Abstract
STUDY OBJECTIVES There is currently no way to estimate the period of time a person has had obstructive sleep apnoea (OSA). Such information would allow identification of people who have had an extended exposure period and are therefore at greater risk of other medical disorders; and enable consideration of disease chronicity in the study of OSA pathogenesis/treatment. METHOD The 'age of OSA Onset' algorithm was developed in the Wisconsin Sleep Cohort (WSC), in participants who had ≥2 sleep studies and not using continuous positive airway pressure (n = 696). The algorithm was tested in a participant subset from the WSC (n = 154) and the Sleep Heart Health Study (SHHS; n = 705), those with an initial sleep study showing no significant OSA (apnea-hypopnea index (AHI) < 15 events/hr) and later sleep study showing moderate to severe OSA (AHI≥15 events/hr). RESULTS Regression analyses were performed to identify variables that predicted change in AHI over time (BMI, sex, and AHI; beta weights and intercept used in the algorithm). In the WSC and SHHS subsamples, the observed years with OSA was 3.6 ± 2.6 and 2.7 ± 0.6 years, the algorithm estimated years with OSA was 10.6 ± 8.2 and 9.0 ± 6.2 years. CONCLUSIONS The OSA-Onset algorithm estimated years of exposure to OSA with an accuracy of between 6.6 and 7.8 years (mean absolute error). Future studies are needed to determine whether the years of exposure derived from the OSA-Onset algorithm is related to worse prognosis, poorer cognitive outcomes, and/or poorer response to treatment.
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Affiliation(s)
- Michelle Olaithe
- School of Psychological Science, University of Western Australia, Australia.
| | - Erica W Hagen
- School of Population Health Science, University of Wisconsin School of Medicine and Public Health, Wisconsin-Madison, USA
| | - Jodi H Barnet
- School of Population Health Science, University of Wisconsin School of Medicine and Public Health, Wisconsin-Madison, USA
| | - Peter R Eastwood
- Flinders Health and Medical Research Institute, College of Medicine & Public Health, Flinders University, South Australia, Australia
| | - Romola S Bucks
- School of Psychological Science, University of Western Australia, Australia
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Shi X, Lobbezoo F, Chen H, Rosenmöller BRAM, Berkhout E, de Lange J, Aarab G. Comparisons of the effects of two types of titratable mandibular advancement devices on respiratory parameters and upper airway dimensions in patients with obstructive sleep apnea: a randomized controlled trial. Clin Oral Investig 2023; 27:2013-2025. [PMID: 36928350 PMCID: PMC10160211 DOI: 10.1007/s00784-023-04945-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 03/06/2023] [Indexed: 03/18/2023]
Abstract
OBJECTIVES To compare the effects of two types of titratable mandibular advancement devices (MADs), namely MAD-H (allowing limited vertical opening) and MAD-S (allowing free vertical opening), on respiratory parameters and upper airway dimensions in patients with mild to moderate obstructive sleep apnea (OSA). MATERIALS AND METHODS Patients with mild to moderate OSA (5 ≤ apnea-hypopnea index (AHI) < 30 /h) were randomly assigned to two parallel MAD groups. All MADs were subjectively titrated according to a standardized protocol during a 3-month follow-up. Every patient underwent two polysomnographic recordings, and two cone beam computed tomography scans in supine position: one at baseline and another one after 3 months with the MAD in situ. The primary outcome variables were the AHI in supine position (AHI-supine) and the minimal cross-sectional area of the upper airway in supine position (CSAmin-supine). RESULTS A total of 49 patients were recruited, and 31 patients (21 men and 10 women) with a mean (± SD) age of 48.5 (± 13.9) years and a mean AHI of 16.6 (± 6.7) /h completed the study. In the per-protocol analysis, there was no significant difference between MAD-H (n = 16) and MAD-S (n = 15) in their effects on AHI-supine (P = 0.14) and CSAmin-supine (P = 0.59). Similar results were found in the intention-to-treat analysis (P = 0.47 and 0.57, respectively). CONCLUSIONS Within the limitations of this study, we conclude that there is no significant difference in the effects of an MAD allowing limited vertical opening and an MAD allowing free vertical opening on respiratory parameters and upper airway dimensions in patients with mild to moderate OSA. CLINICAL RELEVANCE MADs allowing limited vertical opening and allowing free vertical opening have similar effects on respiratory parameters and upper airway dimensions in patients with mild to moderate OSA. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT02724865. https://clinicaltrials.gov/ct2/show/NCT02724865.
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Affiliation(s)
- Xiaoxin Shi
- Department of Orofacial Pain and Dysfunction, Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, Amsterdam, 1081 LA, the Netherlands
- Department of Oral Radiology, Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, Amsterdam, 1081 LA, the Netherlands
- Department of Oral and Maxillofacial Surgery, Academic Centre for Dentistry Amsterdam (ACTA) and Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Frank Lobbezoo
- Department of Orofacial Pain and Dysfunction, Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, Amsterdam, 1081 LA, the Netherlands
| | - Hui Chen
- Department of Orthodontics, School and Hospital of Stomatology, Cheeloo College of Medicine, Shandong University & Shandong Key Laboratory of Oral Tissue Regeneration & Shandong Engineering Laboratory for Dental Materials and Oral Tissue Regeneration, No. 44-1 Wenhua Road West, Jinan, 250012, Shandong, China.
| | - Boudewijn R A M Rosenmöller
- Department of Orofacial Pain and Dysfunction, Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, Amsterdam, 1081 LA, the Netherlands
- Department of Oral and Maxillofacial Surgery, Academic Centre for Dentistry Amsterdam (ACTA) and Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Erwin Berkhout
- Department of Oral Radiology, Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, Amsterdam, 1081 LA, the Netherlands
| | - Jan de Lange
- Department of Oral and Maxillofacial Surgery, Academic Centre for Dentistry Amsterdam (ACTA) and Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Ghizlane Aarab
- Department of Orofacial Pain and Dysfunction, Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, Amsterdam, 1081 LA, the Netherlands
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Milicic Ivanovski D, Milicic Stanic B, Kopitovic I. Comorbidity Profile and Predictors of Obstructive Sleep Apnea Severity and Mortality in Non-Obese Obstructive Sleep Apnea Patients. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:medicina59050873. [PMID: 37241105 DOI: 10.3390/medicina59050873] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 04/18/2023] [Accepted: 04/27/2023] [Indexed: 05/28/2023]
Abstract
Backgrounds and Objectives: Obstructive sleep apnea (OSA) is associated with increased morbidity and mortality. OSA is an independent risk factor for many different conditions, especially cardiovascular diseases. The purpose of this study was to ascertain the comorbidity profile of non-obese patients with newly diagnosed OSA and evaluate the risk for cardiovascular disease and mortality. The present study also aimed to establish predictors for OSA severity. Materials and Methods: This study included 138 newly diagnosed patients who underwent polysomnographic analysis. The 10-year risk for cardiovascular disease was assessed using a newly validated prediction model: Systematic Coronary Risk Evaluation (SCORE-2). In addition, the Charlson Comorbidity Index (CCI) was assessed as a widely-used example of a mortality comorbidity index. Results: The study population included 138 patients: 86 males and 52 females. Patients were stratified, according to AHI (apnea/hypopnea index), into four groups: 33 patients had mild OSA (5 ≤ AHI < 15), 33 patients had moderate OSA (15 ≤ AHI < 30), 31 patients had severe OSA (AHI ≥ 30), and 41 individuals had AHI < 5, which were a part of the control group. SCORE-2 increased in line with OSA severity and was higher in OSA groups compared to the control group (H = 29.913; DF = 3; p < 0.001). Charlson Index was significantly higher in OSA patients compared to controls (p = 0.001), with a higher prevalence of total comorbidities in the OSA group of patients. Furthermore, CCI 10-year survival score was significantly lower in the OSA group, suggesting a shorter survival of those patients with a more severe form of OSA. We also examined the prediction model for OSA severity. Conclusions: Determining the comorbidity profile and estimation of the 10-year risk score of OSA patients could be used to classify these patients into various mortality risk categories and, according to that, provide them with adequate treatment.
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Affiliation(s)
| | - Branka Milicic Stanic
- Faculty of Medicine, University of Novi Sad, Hajduk Veljkova 3, 21000 Novi Sad, Serbia
- Department of Medicine, Georgetown University Medical Center, 4000 Reservoir Road, NW, Washington, DC 20057, USA
| | - Ivan Kopitovic
- Faculty of Medicine, University of Novi Sad, Hajduk Veljkova 3, 21000 Novi Sad, Serbia
- Center for Pathophysiology of Breathing and Respiratory Sleep Disorders, The Institute for Pulmonary Diseases of Vojvodina, Put dr Goldmana 4, 21204 Sremska Kamenica, Serbia
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Zamarrón E, Jaureguizar A, García-Sánchez A, Díaz-Cambriles T, Alonso-Fernández A, Lores V, Mediano O, Troncoso-Acevedo F, Cabello-Pelegrín S, Morales-Ruíz E, Ramírez-Prieto MT, Valiente-Díaz MI, Gómez-García T, Casitas R, Martínez-Cerón E, Galera R, Cubillos-Zapata C, García-Río F. Continuous Positive Airway Pressure Effect on Albuminuria Progression in Patients with Obstructive Sleep Apnea and Diabetic Kidney Disease: A Randomized Clinical Trial. Am J Respir Crit Care Med 2023; 207:757-767. [PMID: 36342964 DOI: 10.1164/rccm.202206-1091oc] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
Rationale: Obstructive sleep apnea (OSA) is associated with impaired glycemic control and a higher risk of vascular complications, such as diabetic kidney disease (DKD). However, the effect of apnea-hypopnea suppression on DKD progression is unclear. Objectives: To assess the effect of continuous positive airway pressure (CPAP) on the urinary albumin-to-creatinine ratio (UACR) in patients with DKD and OSA. Methods: In a 52-week, multicentric, open-label, parallel, and randomized clinical trial, 185 patients with OSA and DKD were randomized to CPAP and usual care (n = 93) or usual care alone (n = 92). Measurements and Main Results: UACR, estimated glomerular filtration rate, serum concentrations of creatinine and glycated hemoglobin, insulin resistance, lipid concentrations, sleepiness, and quality of life. A 52-week change in UACR from baseline did not differ significantly between the CPAP group and the usual-care group. However, in per-protocol analyses that included 125 participants who met prespecified criteria for adherence, CPAP treatment was associated with a great reduction in UACR (mean difference, -10.56% [95% confidence interval, -19.06 to -2.06]; P = 0.015). CPAP effect on UACR was higher in nonsleepy patients with more severe OSA, worse renal function, and a more recent diagnosis of DKD. CPAP treatment also improved glycemic control and insulin resistance, as well as sleepiness and health-related quality of life. Conclusions: In patients with OSA and DKD, the prescription of CPAP did not result in a statistically significant reduction in albuminuria. However, good adherence to CPAP treatment in addition to usual care may result in long-term albuminuria reduction compared with usual care alone. Clinical trial registered with www.clinicaltrials.gov (NCT02816762).
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Affiliation(s)
- Ester Zamarrón
- Servicio de Neumología, Hospital Universitario La Paz-IdiPAZ, Madrid, Spain
| | - Ana Jaureguizar
- Servicio de Neumología, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | | | - Trinidad Díaz-Cambriles
- Servicio de Neumología and
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Alberto Alonso-Fernández
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Madrid, Spain
- Servicio de Neumología and
- Institut d'Investigació Sanitària Illes Balears (IdISBa), Palma de Mallorca, Spain
| | - Vanesa Lores
- Servicio de Neumología, Hospital Universitario Infanta Sofía, San Sebastián de los Reyes, Madrid, Spain
| | - Olga Mediano
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Madrid, Spain
- Servicio de Neumología, Hospital Universitario de Guadalajara, Guadalajara, Spain
- Universidad de Alcalá, Madrid, Spain
| | - Fernanda Troncoso-Acevedo
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Madrid, Spain
- Servicio de Neumología, Fundación Jiménez Díaz, Madrid, Spain; and
| | - Sheila Cabello-Pelegrín
- Servicio de Nefrología, Hospital Universitario Son Espases, Palma de Mallorca, Spain
- Institut d'Investigació Sanitària Illes Balears (IdISBa), Palma de Mallorca, Spain
| | | | - María T Ramírez-Prieto
- Servicio de Neumología, Hospital Universitario Infanta Sofía, San Sebastián de los Reyes, Madrid, Spain
| | | | - Teresa Gómez-García
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Madrid, Spain
- Servicio de Neumología, Fundación Jiménez Díaz, Madrid, Spain; and
| | - Raquel Casitas
- Servicio de Neumología, Hospital Universitario La Paz-IdiPAZ, Madrid, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Elisabet Martínez-Cerón
- Servicio de Neumología, Hospital Universitario La Paz-IdiPAZ, Madrid, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Raúl Galera
- Servicio de Neumología, Hospital Universitario La Paz-IdiPAZ, Madrid, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Carolina Cubillos-Zapata
- Servicio de Neumología, Hospital Universitario La Paz-IdiPAZ, Madrid, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Francisco García-Río
- Servicio de Neumología, Hospital Universitario La Paz-IdiPAZ, Madrid, Spain
- Centro de Investigación Biomédica en Red en Enfermedades Respiratorias (CIBERES), Madrid, Spain
- Departamento de Medicina, Facultad de Medicina, Universidad Autónoma de Madrid, Madrid, Spain
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Sterling KL, Cistulli PA, Linde-Zwirble W, Malik A, Benjafield AV, Malhotra A, Cole KV, Emami H, Woodford C, More S, Armitstead JP, Nunez CM, Reutrakul S, Pépin JL, on behalf of the medXcloud Group. Association between positive airway pressure therapy adherence and health care resource utilization in patients with obstructive sleep apnea and type 2 diabetes in the United States. J Clin Sleep Med 2023; 19:563-571. [PMID: 36546368 PMCID: PMC9978433 DOI: 10.5664/jcsm.10388] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 11/02/2022] [Accepted: 11/02/2022] [Indexed: 12/24/2022]
Abstract
STUDY OBJECTIVES There is a complex interplay between obstructive sleep apnea (OSA) and type 2 diabetes. There are minimal data regarding the effects of treating OSA with positive airway pressure (PAP) therapy on outcomes and health care resource utilization (HCRU) in patients with OSA and type 2 diabetes. We investigated the impact of PAP adherence on HCRU and costs in this population. METHODS A retrospective analysis was conducted with a cohort of OSA patient from a US administrative claims dataset linked to objective device data (AirView, ResMed Corp., San Diego, California). Propensity score matching was used to control for potential imbalance in baseline covariates between PAP-adherent and -nonadherent patients. Newly diagnosed patients with OSA aged ≥ 18 years with type 2 diabetes were included. PAP adherence was defined as meeting Centers for Medicare and Medicaid Services compliance criteria in all 8 90-day periods over 2 years. HCRU was based on the number of all-cause doctor visits, emergency room visits, inpatient hospitalizations, and PAP equipment and supplies. RESULTS In years 1 and 2 of PAP therapy, HCRU was significantly lower in adherent vs nonadherent patients (number/patient for emergency room visits 0.68 ± 1.47 vs 0.99 ± 1.91 [year 1], 0.69 ± 1.43 vs 0.95 ± 1.89 [year 2]; for hospitalizations 0.16 ± 0.58 vs 0.22 ± 0.62 [year 1], 0.15 ± 0.51 vs 0.21 ± 0.74 [year 2]; all P < .001). Changes in estimated total 24-month payments were higher for nonadherent patients ($2,282, 95% confidence interval: $1,368, $3,205). CONCLUSIONS Consistent use of PAP therapy over 2 years was associated with decreased HCRU in patients with OSA and type 2 diabetes, strongly suggesting a role for screening and treating OSA in type 2 diabetes. CITATION Sterling KL, Cistulli PA, Linde-Zwirble W, et al. Association between positive airway pressure therapy adherence and health care resource utilization in patients with obstructive sleep apnea and type 2 diabetes in the United States. J Clin Sleep Med. 2023;19(3):563-571.
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Affiliation(s)
| | - Peter A. Cistulli
- Charles Perkins Centre and Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia
- Department of Respiratory Medicine, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | | | - Anita Malik
- ResMed Science Center, San Diego, California
| | | | - Atul Malhotra
- University of California San Diego, La Jolla, California
| | | | | | | | - Suyog More
- ResMed Science Center, Halifax, Nova Scotia, Canada
| | | | | | | | - Jean-Louis Pépin
- Institut National de la Santé et de la Recherche Médicale (INSERM) U 1300, HP2 Laboratory (Hypoxia: Pathophysiology), Grenoble Alpes University, Grenoble, France
| | - on behalf of the medXcloud Group
- ResMed Science Center, San Diego, California
- Charles Perkins Centre and Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia
- Department of Respiratory Medicine, Royal North Shore Hospital, Sydney, New South Wales, Australia
- Trexin Consulting, Chicago, Illinois
- ResMed Science Center, Sydney, New South Wales, Australia
- University of California San Diego, La Jolla, California
- ResMed Science Center, Halifax, Nova Scotia, Canada
- University of Illinois at Chicago, Chicago, Illinois
- Institut National de la Santé et de la Recherche Médicale (INSERM) U 1300, HP2 Laboratory (Hypoxia: Pathophysiology), Grenoble Alpes University, Grenoble, France
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Huang W, Zhang J, Zou J, Wang X, Xu H, Guan J, Yi H, Liu S, Yin S. Fibroblast growth factor 21 is an independent predictor of prevalent and incident obstructive sleep apnea. iScience 2023; 26:105985. [PMID: 36798439 PMCID: PMC9926096 DOI: 10.1016/j.isci.2023.105985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 11/29/2022] [Accepted: 01/11/2023] [Indexed: 01/15/2023] Open
Abstract
Fibroblast growth factor 21 (FGF21) is a metabolic regulator and a potential biomarker of metabolic diseases. Limited data are available on the association between FGF21 and obstructive sleep apnea (OSA), which is considered as a manifestation of metabolic syndrome. In the present cross-sectional and longitudinal analyses, the FGF21 level was associated with OSA. This analysis of two clinical cohorts is the first to show that the FGF21 level increased significantly with OSA severity and was an independent predictor of incident OSA in Chinese adults. The circulating FGF21 level could serve as a potential serum biomarker of OSA and its comorbidities and thus aid risk evaluation and early intervention.
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Affiliation(s)
- Weijun Huang
- Department of Otorhinolaryngology Head and Neck Surgery, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, China,Shanghai Key Laboratory of Sleep Disordered Breathing, 600 Yishan Road, Shanghai, China,Otolaryngology Institute of Shanghai Jiao Tong University, 600 Yishan Road, Shanghai, China
| | - Jingyu Zhang
- Department of Otorhinolaryngology Head and Neck Surgery, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, China,Shanghai Key Laboratory of Sleep Disordered Breathing, 600 Yishan Road, Shanghai, China,Otolaryngology Institute of Shanghai Jiao Tong University, 600 Yishan Road, Shanghai, China
| | - Jianyin Zou
- Department of Otorhinolaryngology Head and Neck Surgery, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, China,Shanghai Key Laboratory of Sleep Disordered Breathing, 600 Yishan Road, Shanghai, China,Otolaryngology Institute of Shanghai Jiao Tong University, 600 Yishan Road, Shanghai, China
| | - Xiaoting Wang
- Department of Otorhinolaryngology Head and Neck Surgery, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, China,Shanghai Key Laboratory of Sleep Disordered Breathing, 600 Yishan Road, Shanghai, China,Otolaryngology Institute of Shanghai Jiao Tong University, 600 Yishan Road, Shanghai, China
| | - Huajun Xu
- Department of Otorhinolaryngology Head and Neck Surgery, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, China,Shanghai Key Laboratory of Sleep Disordered Breathing, 600 Yishan Road, Shanghai, China,Otolaryngology Institute of Shanghai Jiao Tong University, 600 Yishan Road, Shanghai, China
| | - Jian Guan
- Department of Otorhinolaryngology Head and Neck Surgery, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, China,Shanghai Key Laboratory of Sleep Disordered Breathing, 600 Yishan Road, Shanghai, China,Otolaryngology Institute of Shanghai Jiao Tong University, 600 Yishan Road, Shanghai, China
| | - Hongliang Yi
- Department of Otorhinolaryngology Head and Neck Surgery, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, China,Shanghai Key Laboratory of Sleep Disordered Breathing, 600 Yishan Road, Shanghai, China,Otolaryngology Institute of Shanghai Jiao Tong University, 600 Yishan Road, Shanghai, China,Corresponding author
| | - Suru Liu
- Department of Otorhinolaryngology Head and Neck Surgery, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, China,Shanghai Key Laboratory of Sleep Disordered Breathing, 600 Yishan Road, Shanghai, China,Otolaryngology Institute of Shanghai Jiao Tong University, 600 Yishan Road, Shanghai, China,Corresponding author
| | - Shankai Yin
- Department of Otorhinolaryngology Head and Neck Surgery, Shanghai Sixth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 600 Yishan Road, Shanghai, China,Shanghai Key Laboratory of Sleep Disordered Breathing, 600 Yishan Road, Shanghai, China,Otolaryngology Institute of Shanghai Jiao Tong University, 600 Yishan Road, Shanghai, China
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Guo J, Dai L, Luo J, Huang R, Xiao Y. Shorter respiratory event duration is related to prevalence of type 2 diabetes. Front Endocrinol (Lausanne) 2023; 14:1105781. [PMID: 36875453 PMCID: PMC9978406 DOI: 10.3389/fendo.2023.1105781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 02/03/2023] [Indexed: 02/18/2023] Open
Abstract
BACKGROUND Obstructive sleep apnea (OSA) is a heterogeneous sleep disorder often comorbid with metabolic diseases, and type 2 diabetes (T2DM) is one of them. Although apnea hypopnea index (AHI) is currently the diagnostic criteria for OSA severity, a controversial relationship between AHI and T2DM has been found. On the other hand, the duration of apnea-hypopnea events has been shown to be a useful metric for predicting mortality. This study aimed to test whether average respiratory event duration was associated with prevalence of T2DM. METHODS Patients referred to the sleep clinic were recruited in the study. Baseline clinical characteristics and polysomnography parameters including average respiratory event duration were collected. The association of average respiratory event duration with the prevalence of T2DM was evaluated by univariate and multivariate logistic regression analyses. RESULTS A total of 260 participants were enrolled, and 92 (35.4%) had T2DM. Univariate analysis revealed that age, body mass index (BMI), total sleep time, sleep efficiency, history of hypertension, and shorter average respiratory event duration were associated with T2DM. In multivariate analysis, only age and BMI remained significant. While average respiratory event duration was insignificant in multivariate analysis, subtype event analysis showed that shorter average apnea duration was both significant in univariate (OR, 0.95; 95% CI, 0.92-0.98) and multivariate analyses (OR, 0.95; 95% CI, 0.91-0.99). Neither average hypopnea duration nor AHI was associated with T2DM. Significant association (OR, 1.19; 95% CI, 1.12-1.25) was observed between shorter average apnea duration and lower respiratory arousal threshold after multivariate adjustment. However, causal mediation analysis revealed no mediating effect of arousal threshold on average apnea duration and T2DM. CONCLUSION The average apnea duration may be a useful metric in the diagnosis of OSA comorbidity. Shorter average apnea duration indicating poor sleep quality and augmented autonomic nervous system responses might be the potential pathological mechanisms leading to T2DM.
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Onslow ML, Wolsk J, Wisniewski S, Patel S, Gallaher M, Hubel C, Cashmere DJ, Facco FL. The association between sleep-disordered breathing and maternal endothelial and metabolic markers in pregnancies complicated by obesity. J Clin Sleep Med 2023; 19:97-109. [PMID: 36004747 PMCID: PMC9806794 DOI: 10.5664/jcsm.10254] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 08/18/2022] [Accepted: 08/18/2022] [Indexed: 01/09/2023]
Abstract
STUDY OBJECTIVES To evaluate the impact of sleep-disordered breathing (SDB) on vascular, angiogenic and metabolic analytes in pregnancy. METHODS Participants with a body mass index ≥30 kg/m2 underwent polysomnography at 14-20 weeks gestation (visit 1). Participants with SDB (defined as an apnea-hypopnea index ≥5 events/h) were then enrolled in a separate trial. SDB-negative participants returned for a polysomnogram at 28-31 weeks (visit 2) and were recategorized as persistent-negative SDB or new-onset SDB. Mean arterial blood pressure, mean uterine artery Doppler pulsatility index, endoglin, soluble Feline McDonough Sarcoma-like tyrosine kinase 1, placental growth factor, and the homeostatic model assessment for insulin resistance were measured after each visit. Our primary outcome was a composite of uterine artery Doppler pulsatility index, soluble FMS-like tyrosine kinase 1/placental growth factor ratio, and homeostatic model assessment for insulin resistance. For secondary analyses, each outcome variable was analyzed independently. RESULTS A total of 242 and 130 participants completed visit 1 and visit 2, respectively. Newly diagnosed SDB was present in 37% of individuals at visit 1 and 31% of individuals at visit 2. No significant differences in our composite outcome vector were observed in individuals with and without SDB at either visit. In our secondary analysis, mean arterial blood pressure (88.7 ± 7.3 mm Hg vs 85.4 ± 7.1 mm Hg, P = .04) and fasting glucose (92.4 ± 15.2 mg/dL vs 86.6 ± 11.5 mg/dL, P = .05) were higher in participants with early pregnancy SDB. These associations were not observed for new-onset SDB. No associations were observed between uterine artery Doppler pulsatility index and angiogenic markers and SDB in pregnancy. CONCLUSIONS SDB in early pregnancy was not associated with our composite primary outcome but was associated with higher mean arterial blood pressure and fasting glucose. The pathophysiologic changes that occur in pregnant individuals with SDB and how they lead to an increased risk of preeclampsia and gestational diabetes remain poorly understood. CLINICAL TRIAL REGISTRATION Registry: ClinicalTrials.gov; Name: Sleep Disordered Breathing, Obesity and Pregnancy Study (SOAP); URL: https://clinicaltrials.gov/ct2/show/NCT02086448; Identifier: NCT02086448. CITATION Onslow ML, Wolsk J, Wisniewski S, et al. The association between sleep-disordered breathing and maternal endothelial and metabolic markers in pregnancies complicated by obesity. J Clin Sleep Med. 2023;19(1):97-109.
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Affiliation(s)
- Mitchell L. Onslow
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Obstetrics and Gynecology, University Hospitals, Cleveland, Ohio
| | - Jennifer Wolsk
- Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Stephen Wisniewski
- Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Sanjay Patel
- Center for Sleep and Cardiovascular Outcomes Research, Division of Pulmonary Allergy and Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | | | - Carl Hubel
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania
- Magee‐Womens Research Institute, Pittsburgh, Pennsylvania
| | | | - Francesca L. Facco
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania
- University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
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Obstructive Sleep Apnea, Circadian Clock Disruption, and Metabolic Consequences. Metabolites 2022; 13:metabo13010060. [PMID: 36676985 PMCID: PMC9863434 DOI: 10.3390/metabo13010060] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 12/26/2022] [Accepted: 12/27/2022] [Indexed: 01/03/2023] Open
Abstract
Obstructive sleep apnea (OSA) is a chronic disorder characterized by recurrent episodes of apnea and hypopnea during sleep. It is associated with various cardiovascular and metabolic complications, including type 2 diabetes mellitus (T2DM) and obesity. Many pathways can be responsible for T2DM development in OSA patients, e.g., those related to HIF-1 and SIRT1 expression. Moreover, epigenetic mechanisms, such as miRNA181a or miRNA199, are postulated to play a pivotal role in this link. It has been proven that OSA increases the occurrence of circadian clock disruption, which is also a risk factor for metabolic disease development. Circadian clock disruption impairs the metabolism of glucose, lipids, and the secretion of bile acids. Therefore, OSA-induced circadian clock disruption may be a potential, complex, underlying pathway involved in developing and exacerbating metabolic diseases among OSA patients. The current paper summarizes the available information pertaining to the relationship between OSA and circadian clock disruption in the context of potential mechanisms leading to metabolic disorders.
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Matsumoto T, Murase K, Tabara Y, Minami T, Kanai O, Takeyama H, Sunadome H, Nagasaki T, Takahashi N, Nakatsuka Y, Hamada S, Handa T, Tanizawa K, Nakamoto I, Wakamura T, Komenami N, Setoh K, Kawaguchi T, Tsutsumi T, Morita S, Takahashi Y, Nakayama T, Sato S, Hirai T, Matsuda F, Chin K. Sleep disordered breathing and haemoglobin A1c levels within or over normal range and ageing or sex differences: the Nagahama study. J Sleep Res 2022; 32:e13795. [PMID: 36437403 DOI: 10.1111/jsr.13795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 10/12/2022] [Accepted: 11/10/2022] [Indexed: 11/29/2022]
Abstract
Recently an association between blood glucose dysregulation and sleep disruption was suggested. The association between sleep disordered breathing, most of which is due to obstructive sleep apnea (OSA) in the general population, and diabetic severity, as well as the impact of antidiabetic treatment, remains unclear. This study aimed to investigate these associations as well as age and sex differences. This cross-sectional study evaluated 7,680 community participants as the main cohort (population-based cohort). OSA was assessed by the 3% oxygen desaturation index from pulse oximetry, which was corrected for sleep duration obtained by wrist actigraphy. For arguing the limitations for using pulse oximetry, 597 hospitalised patients, who were assessed by the apnea-hypopnea index from attended polysomnography, were also evaluated as the validation cohort (hospital-based cohort). Moderate-to-severe OSA was more prevalent as haemoglobin A1c (HbA1c) levels increased (<5.6%/5.6%-<6.5%/6.5%-<7.5%/≥7.5%, respectively) in both cohorts (p < 0.001), but only in those without antidiabetic treatment. The HbA1c level was an independent factor for moderate-to-severe OSA (population-based cohort, odds ratio [OR] 1.26, 95% confidence interval [CI] 1.10-1.45; hospital-based cohort, OR 1.69, 95% CI 1.22-2.33, per 1% increase). These associations were more prominent in the middle-aged (aged <60 years) than in the elderly (aged ≥60 years) and in women than in men in both cohorts. The prevalence of moderate-to-severe OSA in patients with antidiabetic treatment in the hospital-based cohort was ≥75% regardless of HbA1c levels. In conclusion, an association between the prevalence of OSA and HbA1c level even within or over the normal range was found only in patients without antidiabetic treatment and was more prominent in the middle-aged and in women.
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Affiliation(s)
- Takeshi Matsumoto
- Department of Respiratory Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
- Department of Respiratory Medicine Saiseikai‐Noe Hospital Osaka Japan
| | - Kimihiko Murase
- Department of Respiratory Care and Sleep Control Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Yasuharu Tabara
- Center for Genomic Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
- Graduate School of Public Health Shizuoka Graduate University of Public Health Shizuoka Japan
| | - Takuma Minami
- Department of Primary Care and Emergency Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Osamu Kanai
- Department of Respiratory Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Hirofumi Takeyama
- Department of Respiratory Care and Sleep Control Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Hironobu Sunadome
- Department of Respiratory Care and Sleep Control Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Tadao Nagasaki
- Department of Respiratory Care and Sleep Control Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Naomi Takahashi
- Department of Respiratory Care and Sleep Control Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Yoshinari Nakatsuka
- Department of Respiratory Care and Sleep Control Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Satoshi Hamada
- Department of Advanced Medicine for Respiratory Failure, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Tomohiro Handa
- Department of Advanced Medicine for Respiratory Failure, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Kiminobu Tanizawa
- Department of Respiratory Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Isuzu Nakamoto
- Nursing Science, Human Health Sciences, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Tomoko Wakamura
- Nursing Science, Human Health Sciences, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Naoko Komenami
- Department of Food and Nutrition Kyoto Women's University Kyoto Japan
| | - Kazuya Setoh
- Center for Genomic Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Takahisa Kawaguchi
- Center for Genomic Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Takanobu Tsutsumi
- Center for Genomic Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Satoshi Morita
- Department of Biomedical Statistics and Bioinformatics, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Yoshimitsu Takahashi
- Department of Health Informatics Kyoto University School of Public Health Kyoto Japan
| | - Takeo Nakayama
- Department of Health Informatics Kyoto University School of Public Health Kyoto Japan
| | - Susumu Sato
- Department of Respiratory Care and Sleep Control Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Toyohiro Hirai
- Department of Respiratory Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Fumihiko Matsuda
- Center for Genomic Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Kazuo Chin
- Center for Genomic Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
- Department of Sleep Medicine and Respiratory Care, Division of Sleep Medicine Nihon University of Medicine Tokyo Japan
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Schmidt F, Nowak N, Baumgartner P, Gaisl T, Malesevic S, Streckenbach B, Sievi NA, Schwarz EI, Zenobi R, Brown SA, Kohler M. Severe Obstructive Sleep Apnea Disrupts Vigilance-State-Dependent Metabolism. Int J Mol Sci 2022; 23:14052. [PMID: 36430527 PMCID: PMC9694615 DOI: 10.3390/ijms232214052] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 11/08/2022] [Accepted: 11/10/2022] [Indexed: 11/16/2022] Open
Abstract
The direct pathophysiological effects of obstructive sleep apnea (OSA) have been well described. However, the systemic and metabolic consequences of OSA are less well understood. The aim of this secondary analysis was to translate recent findings in healthy subjects on vigilance-state-dependent metabolism into the context of OSA patients and answer the question of how symptomatic OSA influences metabolism and whether these changes might explain metabolic and cardiovascular consequences of OSA. Patients with suspected OSA were assigned according to their oxygen desaturation index (ODI) and Epworth Sleepiness Scale (ESS) score into symptomatic OSA and controls. Vigilance-state-dependent breath metabolites assessed by high-resolution mass spectrometry were used to test for a difference in both groups. In total, 44 patients were eligible, of whom 18 (40.9%) were assigned to the symptomatic OSA group. Symptomatic OSA patients with a median [25%, 75% quartiles] ODI of 40.5 [35.0, 58.8] events/h and an ESS of 14.0 [11.2, 15.8] showed moderate to strong evidence for differences in 18 vigilance-state-dependent breath compounds compared to controls. These identified metabolites are part of major metabolic pathways in carbohydrate, amino acid, and lipid metabolism. Thus, beyond hypoxia per se, we hypothesize that disturbed sleep in OSA patients persists as disturbed sleep-dependent metabolite levels during daytime.
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Affiliation(s)
- Felix Schmidt
- Faculty of Medicine, University of Zurich, 8006 Zurich, Switzerland
- Department of Pulmonology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Nora Nowak
- Department of Chemistry and Applied Biosciences, ETH Zurich, 8093 Zurich, Switzerland
| | - Patrick Baumgartner
- Faculty of Medicine, University of Zurich, 8006 Zurich, Switzerland
- Department of Pulmonology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Thomas Gaisl
- Faculty of Medicine, University of Zurich, 8006 Zurich, Switzerland
- Department of Pulmonology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Stefan Malesevic
- Faculty of Medicine, University of Zurich, 8006 Zurich, Switzerland
- Department of Pulmonology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Bettina Streckenbach
- Department of Chemistry and Applied Biosciences, ETH Zurich, 8093 Zurich, Switzerland
| | - Noriane A. Sievi
- Department of Pulmonology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Esther I. Schwarz
- Faculty of Medicine, University of Zurich, 8006 Zurich, Switzerland
- Department of Pulmonology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - Renato Zenobi
- Department of Chemistry and Applied Biosciences, ETH Zurich, 8093 Zurich, Switzerland
| | - Steven A. Brown
- Institute of Pharmacology and Toxicology, University of Zurich, 8006 Zurich, Switzerland
| | - Malcolm Kohler
- Faculty of Medicine, University of Zurich, 8006 Zurich, Switzerland
- Department of Pulmonology, University Hospital Zurich, 8091 Zurich, Switzerland
- Zurich Centre for Integrative Human Physiology, University of Zurich, 8006 Zurich, Switzerland
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Obesity as a mediator linking sleep-disordered breathing to both impaired fasting glucose and type 2 diabetes. Sleep Breath 2022; 27:1067-1080. [DOI: 10.1007/s11325-022-02705-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 08/24/2022] [Accepted: 08/30/2022] [Indexed: 10/14/2022]
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Weidenbecher MS, Vargo JW, Carter JC. Efficacy of expansion pharyngoplasty and hypoglossal nerve stimulation in treating sleep apnea. Am J Otolaryngol 2022; 43:103592. [PMID: 35973270 DOI: 10.1016/j.amjoto.2022.103592] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 08/07/2022] [Indexed: 11/01/2022]
Abstract
OBJECTIVE We investigated whether a palatal conversion procedure combined with a second-stage hypoglossal nerve stimulator (HGNS) insertion can be beneficial for those patients who have a complete concentric velopharyngeal collapse and may initially not meet the criteria for use of HGNS. METHODS A retrospective chart review included all patients who underwent a planned multi-level sleep surgery including expansion sphincter pharyngoplasty (ESP) followed by HGNS. All patients had a complete concentric collapse (CCC) of the velopharynx (VP) on pre-intervention drug-induced sleep endoscopy (DISE) and were initially not a candidate for HGNS. These patients then underwent ESP followed by a DISE to confirm elimination of the CCC of the VP. They then went on to HGNS implantation several months later followed by a sleep study. RESULTS A total of 20 patients were identified and included in the retrospective chart analysis. All patients who underwent ESP successfully converted their VP from CCC to an anterior-posterior collapse pattern and thus met inclusion criteria for HGNS. After the HGNS was implanted, patients showed a significant reduction of the mean AHI from 53.9 before ESP to 8.2 after ESP and HGNS and a decrease in the Epworth Sleep Score (ESS) from a mean of 13.3 to 5.7. CONCLUSION ESP can be effective in eliminating the CCC of the VP thus making patients become HGNS candidates. In selected OSA patients, who have multilevel upper airway obstruction with complete concentric VP collapse, the combination of ESP and HGNS insertion should be considered as a planned 2-staged approach. LEVEL OF EVIDENCE: 4
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Affiliation(s)
- Mark S Weidenbecher
- Department of Otolaryngology-Head and Neck Surgery, Case Western Reserve University School of Medicine, MetroHealth Medical Center, Cleveland, OH 44109, USA.
| | - Jonathon W Vargo
- Department of Otolaryngology-Head and Neck Surgery, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, USA.
| | - John C Carter
- Division of Pulmonary, Critical Care, and Sleep Medicine, Case Western Reserve University School of Medicine, MetroHealth Center for Sleep Medicine, Cleveland, OH 44109, USA.
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Kendzerska T, Szyszkowicz M, Alvarez JV, Mallick R, Carlsten C, Ayas N, Laratta CR, Jovic B, Orach J, Doiron MS, Dales R. Air Pollution and the Effectiveness of Positive Airway Pressure Therapy in Individuals With Sleep Apnea. Chest 2022; 162:1176-1187. [DOI: 10.1016/j.chest.2022.07.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 06/18/2022] [Accepted: 07/21/2022] [Indexed: 11/28/2022] Open
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Wang C, Tan J, Miao Y, Zhang Q. Obstructive sleep apnea, prediabetes and progression of type 2 diabetes: A systematic review and meta-analysis. J Diabetes Investig 2022; 13:1396-1411. [PMID: 35302714 PMCID: PMC9340883 DOI: 10.1111/jdi.13793] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 03/11/2022] [Accepted: 03/15/2022] [Indexed: 11/28/2022] Open
Abstract
AIMS/INTRODUCTION Obstructive sleep apnea (OSA) is related to prediabetes and diabetes. Whether patients with OSA have a higher risk of prediabetes/diabetes remains unclear. We aimed to carry out a meta-analysis of published studies to evaluate the relationships between OSA and prediabetes and diabetes, and the impact of the severity of OSA on diabetes. MATERIALS AND METHODS The PubMed, EMBASE and Cochrane databases were searched from January 2011 to July 2021. The associations between OSA and impaired fasting glucose, impaired glucose tolerance, impaired glucose regulation and diabetes mellitus were analyzed. We estimated the pooled odds ratios using fixed or random effects models. We included 25 studies comprising a total of 154,948 patients with OSA and risk factors for prediabetes/diabetes (20 and 16, respectively) in the analysis. RESULTS OSA was associated with a higher risk of impaired fasting glucose, impaired glucose tolerance, impaired glucose regulation and diabetes mellitus in the cohort studies and cross-sectional studies. The pooled odds ratios were 2.34 (95% confidence interval [CI] 1.16-4.72), 1.58 (95% CI 1.15-2.15), 1.65 (95% CI 1.12-2.42), 2.15 (95% CI 1.68-2.75) and 3.62 (95% CI 2.75-4.75), respectively. Subgroup analyses were based on the proportions of men and women. The results showed that OSA was a risk factor, and there was no significant difference between the two groups. The risk of diabetes increased with the severity of OSA. CONCLUSIONS The risk of developing prediabetes and diabetes was higher in patients with OSA.
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Affiliation(s)
- Cong Wang
- Department of GeriatricsTianjin Medical University General HospitalTianjin Geriatrics InstituteTianjinChina
| | - Jin Tan
- Department of GeriatricsTianjin Medical University General HospitalTianjin Geriatrics InstituteTianjinChina
| | | | - Qiang Zhang
- Department of GeriatricsTianjin Medical University General HospitalTianjin Geriatrics InstituteTianjinChina
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48
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Moser M, Baty F, Brutsche MH, Schoch OD. In-hospital survival paradox in patients with sleep apnea-A nation-wide nested case-control study. PLoS One 2022; 17:e0271004. [PMID: 35862391 PMCID: PMC9302736 DOI: 10.1371/journal.pone.0271004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 06/21/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Sleep apnea (SA) is a prevalent disorder characterized by recurrent events of nocturnal apnea originating from obstructive and/or central mechanisms. SA disrupts normal sleep and can lead to a series of complications when left untreated. SA results in intermittent hypoxia which has an impact on the cardio- and cerebrovascular system. Hospitalized patients with SA typically have a greater burden of comorbidity, a longer length of hospital stay, but may show an improvement of in-hospital mortality compared to patients without diagnosed SA. The reason for this survival benefit is controversial and we aimed to clarify this protective effect in the light of predictive factors including SA-associated comorbidities using a nation-wide hospitalization database. METHODS AND FINDINGS Data were extracted from a nation-wide hospitalization database provided by the Swiss Federal Office for Statistics. Hospitalized patients with a SA co-diagnosis were extracted from the database together with a 1:1-matched control population without SA. Overall, 212'581 patients with SA were hospitalized in Switzerland between 2002 and 2018. Compared to the controls, SA cases had a longer median length of hospital stay (7 days; 95% CI: 3 to 15 vs. 4 days; 95% CI: 2 to 10) (p < 0.001) and a higher median number of comorbidities (8 comorbidities; IQR: 5 to 11 vs. 3 comorbidities; IQR: 1 to 6) (p < 0.001). The risk of in-hospital mortality was lower in the SA cases compared to the controls (OR: 0.73; 95% CI: 0.7 to 0.76; p < 0.001). SA was associated with a survival benefit in hospitalizations related to 28 of 47 conditions with the highest rate of in-hospital death. Sixty-three comorbidities were significantly over-represented in SA cases among which obesity, hypertension and anatomic nasal deviations were associated with a significant decrease of in-hospital mortality. CONCLUSIONS Compared to matched controls, SA was associated with significant and relevant inpatient survival benefit in a number of most deadly conditions. Within SA-patients, associated comorbidities mostly correlated with a poorer prognosis, whereas obesity and hypertension were associated with an improved in-hospital mortality.
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Affiliation(s)
- Maurice Moser
- Lung Center, Cantonal Hospital St. Gallen, St. Gallen, Switzerland
| | - Florent Baty
- Lung Center, Cantonal Hospital St. Gallen, St. Gallen, Switzerland
| | | | - Otto D. Schoch
- Lung Center, Cantonal Hospital St. Gallen, St. Gallen, Switzerland
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Gleeson M, McNicholas WT. Bidirectional relationships of comorbidity with obstructive sleep apnoea. Eur Respir Rev 2022; 31:31/164/210256. [PMID: 35508332 PMCID: PMC9488957 DOI: 10.1183/16000617.0256-2021] [Citation(s) in RCA: 96] [Impact Index Per Article: 32.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 02/07/2022] [Indexed: 11/26/2022] Open
Abstract
Obstructive sleep apnoea (OSA) is frequently associated with comorbidities that include metabolic, cardiovascular, renal, pulmonary and neuropsychiatric. There is considerable evidence that OSA is an independent risk factor for many of these comorbidities but, more recently, there is evidence that some of these comorbidities may predispose to the development of OSA. Thus, there is growing evidence of a bidirectional relationship between OSA and comorbidity, especially for heart failure, metabolic syndrome and stroke. Potential mechanisms of bidirectional relationships differ in individual comorbidities with fluid retention and redistribution being especially important in heart failure and end-stage renal disease, whereas neural mechanisms may be more important in diabetes mellitus and stroke. The evidence for other comorbidities, such as hypertension and atrial fibrillation, support these being more a consequence of OSA with limited evidence to support a bidirectional relationship. The present review explores the evidence for such bidirectional relationships with a particular perspective on comorbidities that may predispose to OSA. The impact of therapy in bidirectional relationships is also reviewed, which highlights the clinical importance of accurate diagnosis. This aspect is especially true of COPD, where the identification of co-existing OSA has important implications for optimum therapy. Obstructive sleep apnoea (OSA) is an independent risk factor for comorbidity, especially cardiometabolic. However, some comorbidities may be risk factors for OSA, supporting a bidirectional relationship that may have important implications for treatment.https://bit.ly/3BbJy6V
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Affiliation(s)
- Margaret Gleeson
- School of Medicine, University College Dublin, and Dept of Respiratory and Sleep Medicine, St. Vincent's Hospital Group, Dublin, Ireland
| | - Walter T McNicholas
- School of Medicine, University College Dublin, and Dept of Respiratory and Sleep Medicine, St. Vincent's Hospital Group, Dublin, Ireland
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Association of obstructive sleep apnea and opioids use on adverse health outcomes: A population study of health administrative data. PLoS One 2022; 17:e0269112. [PMID: 35763495 PMCID: PMC9239451 DOI: 10.1371/journal.pone.0269112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 05/13/2022] [Indexed: 11/19/2022] Open
Abstract
Rationale
Despite the high prevalence of obstructive sleep apnea (OSA) and concurrent use of opioid therapy, no large-scale population studies have investigated whether opioid use and pre-existing OSA may interact synergistically to increase the risk of adverse health consequences. To address this knowledge gap, we conducted a retrospective cohort study using provincial health administrative data to evaluate whether the combined presence of opioid use and OSA increases the risk of adverse health consequences, such as mortality, hospitalizations, and emergency department (ED) visits; and if it does, whether this co-occurrence has synergistic clinical relevance.
Methods
We included all adults who underwent a diagnostic sleep study in Ontario, Canada, between 2013 and 2016. Individuals were considered exposed to opioids if they filled a prescription that overlapped with the date of their sleep study (Opioid+). Individuals with at least a 50% probability of having a diagnosis of moderate to severe OSA (OSA+) were identified using a previously externally validated case-ascertainment model. The primary outcome was all-cause mortality; secondary outcomes were all-cause or ischemic heart disease hospitalizations, all-cause ED visits, and motor vehicle collisions (MVC) requiring hospital or ED visit. We used multivariable Cox regression models to compare hazards between four mutually exclusive groups: (1) Opioid+ OSA+; (2) Opioid+ OSA-; (3) Opioid- OSA+, and (4) OSA- Opioid- (reference for comparison). Relative excess risks due to interaction (RERI) were calculated to test for additive interaction.
Results
Of 300,663 adults who underwent a sleep study, 15,713 (5.2%) were considered as Opioid+ and 128,351 (42.7%) as OSA+. Over a median of two years, 6,223 (2.1%) died from any cause. Regardless of OSA status, opioid use at the date of the sleep study was associated with an increased hazard for all-cause mortality with the greatest hazard associated with Opioid+ OSA- (adjusted hazard ratio [aHR]: 1.75, 95% CI 1.57–1.94), but not Opioid+ OSA+ (aHR: 1.14, 95% CI 1.02–1.27) as hypothesized. Regardless of OSA status, opioid use at the date of the sleep study was associated with an increased hazard for all secondary outcomes. Opioid+ OSA+ was associated with the greatest hazards of all-cause hospitalizations (aHR 1.55, 95% CI 1.49–1.61) and MVC (aHR of 1.39; 95% CI 1.09–1.77); however, no statistically significant synergistic effects were observed.
Conclusions
Adults referred for sleep disorder assessment who used opioids had a significantly increased hazard of adverse health outcomes than those who did not, regardless of whether they had a high probability of moderate to severe OSA. The use of opioids and OSA was associated with the greatest hazard of all-cause hospitalizations and MVC requiring hospital or ED visit. The interaction of opioids and OSA did not confer a synergistic risk for poor outcomes.
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