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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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Shimozono K, Adachi H, Nohara S, Shibata T, Sugiyama Y, Ioji T, Fukumoto Y. Sleep-disordered breathing profiles in patients with cardiovascular diseases: Kurume SDB-CVD study. Sci Rep 2025; 15:16521. [PMID: 40360711 PMCID: PMC12075665 DOI: 10.1038/s41598-025-99064-y] [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: 07/27/2024] [Accepted: 04/14/2025] [Indexed: 05/15/2025] Open
Abstract
Sleep-disordered breathing (SDB) links to various cardiovascular diseases (CVDs), but comprehensive insights and detailed profiles remain scarce. This study examined the clinical characteristics of CVD patients complicated by SDB in the enrolled all consecutive 5765 patients who underwent screening tests for SDB during hospitalization from January 2014 to December 2019, using the database of Cardiovascular Medicine, Kurume University Hospital. Desaturation during sleep in SDB was significantly worse in terms of age, sex, daytime resting oxygen saturation (SpO2), systolic blood pressure (SBP), pulse pressure, body mass index (BMI), white blood cell count, hemoglobin A1c, serum creatinine, N-terminal pro-B-type natriuretic peptide (NT-proBNP), cardiothoracic ratio on chest X-ray, and left ventricular ejection fraction on echocardiography (all p-values < 0.001, except for SBP p = 0.002, and NT-proBNP p = 0.004). Coronary artery disease and heart failure, but not pulmonary hypertension, were associated with a higher prevalence and a greater risk of moderate to severe SDB, typically in older patients. Notably, low SpO2 during daytime and elevated BMI were indicative of SDB across all age categories for both sexes. Heatmaps of daytime SpO2 and BMI can effectively predict the severe SDB in patients with CVDs, suggesting the potential for efficient therapeutic interventions for SDB.
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Affiliation(s)
- Koutatsu Shimozono
- Shimamatsu Cardiovascular Medicine Clinic, Fukuoka, Japan
- Division of Cardiovascular Medicine, Department of Internal Medicine, Kurume University School of Medicine, 67 Asahi-Machi, Kurume, 830-0011, Japan
| | - Hisashi Adachi
- Division of Cardiovascular Medicine, Department of Internal Medicine, Kurume University School of Medicine, 67 Asahi-Machi, Kurume, 830-0011, Japan
- Hara Hospital, Fukuoka, Japan
| | - Shoichiro Nohara
- Division of Cardiovascular Medicine, Department of Internal Medicine, Kurume University School of Medicine, 67 Asahi-Machi, Kurume, 830-0011, Japan
| | - Tatsuhiro Shibata
- Division of Cardiovascular Medicine, Department of Internal Medicine, Kurume University School of Medicine, 67 Asahi-Machi, Kurume, 830-0011, Japan
| | - Yoichi Sugiyama
- Division of Cardiovascular Medicine, Department of Internal Medicine, Kurume University School of Medicine, 67 Asahi-Machi, Kurume, 830-0011, Japan
| | - Tetsuya Ioji
- Biostatistics Center, Kurume University, Kurume, Japan
| | - Yoshihiro Fukumoto
- Division of Cardiovascular Medicine, Department of Internal Medicine, Kurume University School of Medicine, 67 Asahi-Machi, Kurume, 830-0011, Japan.
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Wang H, Guo T. Chronic intermittent hypoxia affects the expression of IRS - 2/p - Akt/GSK - 3 in the liver of SD rats and its impact on glucose metabolism. Sleep Breath 2025; 29:180. [PMID: 40342065 PMCID: PMC12062185 DOI: 10.1007/s11325-025-03344-w] [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: 09/10/2024] [Revised: 04/15/2025] [Accepted: 04/23/2025] [Indexed: 05/11/2025]
Abstract
BACKGROUND Epidemiological studies indicate a strong association between OSA and type 2 diabetes. Currently, the insulin signal transduction pathway and its associated effector proteins have emerged as a focal point in type 2 diabetes research. However, the underlying mechanisms in OSA remain elusive. We have established an experimental model of chronic intermittent hypoxia in SD rats and conducted measurements of their fasting blood glucose, fasting plasma insulin levels, as well as the insulin signaling pathway effector proteins IRS-2, P-Akt, and GSK-3. METHOD In the experiment, the gas path control system connected to a sealed glass container regulated the delivery of oxygen and nitrogen, ensuring a minimum oxygen concentration of 6%-12% within the cabin. Forty male Sprague-Dawley rats were divided into five groups (n = 8) and exposed to chronic intermittent hypoxia or normal air environment for 2, 4, 6, and 8 weeks, respectively. Upon completion of the experiment, the rats were anesthetized and euthanized. Immediately thereafter, their fasting blood glucose was measured, and their fasting insulin levels were determined using radioimmunoassay. Finally, the insulin resistance index (HOMA-IR) was calculated based on the steady-state model evaluation method. HE staining was employed to observe the morpho- logical changes of liver cells in each group of rats. Immunohistochemistry was utilized to detect the expression of insulin signaling pathway-related effector proteins, namely IRS-2, p-Akt, and GSK-3, in the liver, with their expression levels expressed as average grayscale values. RESULT With the extension of intermittent hypoxia exposure duration, compared to the normal control group, the fasting blood glucose, fasting insulin, and insulin resistance index of rats in each experimental group increased (n = 8, P < 0.05). Additionally, the liver cells of rats exhibited damage and morphological changes. The expression of liver pathway proteins IRS-2 and P-Akt decreased (n = 8, P < 0.05), whereas the expression of GSK-3 protein increased (n = 8, P < 0.05). CONCLUSION Chronic intermittent hypoxia activates the proteins IRS-2, P-Akt, and GSK-3 in the hepatic insulin signaling pathway, leading to liver cell damage, insulin resistance, and glucose metabolism disorders.
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Affiliation(s)
- Hong Wang
- Respiratory and Critical Care Medicine Department, Hunan Normal University Affiliated Aerospace Hospital, No.189 Yuelu District Fenglin Sanlu, ChangSha, 410205, Hunan, China.
| | - Tiantian Guo
- Electronic Information College, Hunan First Normal University, No.1015 Yuelu District Fenglin Sanlu, ChangSha, 410205, Hunan, China.
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Cheng F, Yang K, Wang Y, Yang F, Niu X, Li W. Therapeutic potential of GLP-1RAs in sleep apnea with genetic associations to type 2 diabetes. Diabetol Metab Syndr 2025; 17:141. [PMID: 40296043 PMCID: PMC12036185 DOI: 10.1186/s13098-025-01699-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2024] [Accepted: 04/11/2025] [Indexed: 04/30/2025] Open
Abstract
BACKGROUND Some observational studies found that there is an epidemiological association between type 2 diabetes (T2D) and sleep apnea (SA) and glucose-lowering drugs may lower SA risk. However, the causative relationship among them remains unclear. METHODS Linkage Disequilibrium Score Regression (LDSC) was utilized to assess the genetic correlation between T2D and SA. Mendelian Randomization (MR) was applied, primarily using the inverse variance weighted (IVW) method, to evaluate the causal relationship between T2D and SA. Additionally, we performed Drug-target MR analysis to evaluate the impact of Glucagon-like Peptide-1 Receptor Agonists (GLP-1RAs) on SA. We used two kinds of genetic instruments to proxy the exposure of GLP-1RAs, including expression quantitative trait loci of drugs target genes, and genetic variants within drugs target genes associated with glycated hemoglobin A1c(HbA1c) from genome wide association study. Summary-data-based MR (SMR) and IVW were used to calculate the effect estimates. A two-step MR analysis was further employed to explore potential mediating factors in the T2D-SA relationship. RESULTS A genetic correlation and bidirectional causal association were found between T2D and SA. GLP-1RAs-mediated reductions in HbA1c levels showed associations with decreased SA risk in two independent datasets: (odds ratio (OR)1 = 0.48 [95% confidence interval (CI) 0.28-0.83], P1 = 9.21 × 10-3; OR2 = 0.21 [95% CI 0.05-0.92], P2 = 3.89 × 10-2); a higher expression of GLP-1R was associated with a decreased risk of SA (OR1 = 0.98 [95% CI 0.96-1.00], P1 = 4.55 × 10-2; OR2 = 0.95 [95% CI 0.92-0.99], P2 = 1.71 × 10-2). Body mass index (BMI) and current tobacco smoking mediated 20.28% and 6.65%, respectively, of the total effect of GLP-1RAs on SA risk. CONCLUSION This study suggested a bidirectional causal relationship between T2D and SA, with GLP-1-RAs potentially serving as a therapeutic target for SA. The reduction of SA risk by GLP-1RAs may be partially mediated by decreases in BMI and current tobacco smoking.
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Affiliation(s)
- Fang Cheng
- Department of Geriatrics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430000, China
| | - Kang Yang
- Department of Geriatrics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430000, China
| | - Yaoling Wang
- Center of Gerontology and Geriatrics, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Fan Yang
- Department of Geriatrics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430000, China
| | - Xinyu Niu
- Department of Geriatrics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430000, China
| | - Wei Li
- Department of Geriatrics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430000, China.
- Department of Geriatrics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277, Jiefang Avenue, Wuhan, 430022, Hubei Province, China.
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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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Krishna SVS, Rana S, Singh P, Choudhary R, Sharma A. A Study on Prevalence of Asymptomatic Pulmonary Hypertension in Patients of Metabolic Syndrome with Obstructive Sleep Apnea. Ann Afr Med 2025; 24:345-349. [PMID: 40007226 PMCID: PMC12103133 DOI: 10.4103/aam.aam_170_24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2024] [Accepted: 12/12/2024] [Indexed: 02/27/2025] Open
Abstract
AIM To find out the prevalence of asymptomatic pulmonary hypertension (PHT) in metabolic syndrome patients who have obstructive sleep apnea (OSA). OBJECTIVES To find out the presence of asymptomatic PHT by two-dimensional echocardiography (2D ECHO) who have metabolic syndrome by WHO diagnostic criteria and OSA done by polysomnography. In this study, we also assessed the glycemic status in patients with metabolic syndrome with OSA and asymptomatic PHT. MATERIALS AND METHODS Study population: All patients attending tertiary care outpatient department for type 2 diabetes/prediabetes/dyslipidemia/hypertension/obesity were screened for metabolic syndrome features. RESULTS In a pilot study, 34 consecutive patients were found to have metabolic syndrome by the WHO diagnostic criteria. 28 (82%) of metabolic syndrome patients had OSA. 14 out of 28 patients (50%) had PHT by 2D ECHO. Prediabetes was more prevalent, 22 (65%) among patients with metabolic syndrome than diabetes (32%). All but one patient who had no OSA was found to have moderate PHT. Asymptomatic PHT was found in 6/12 (50%) of diabetics and in 8/22 (36%) in prediabetes. Except for one, diabetes duration of all was <10 years and all prediabetes were recently detected within 1 year. CONCLUSION Our findings suggest that PHT is associated with a 4-fold higher occurrence of metabolic syndrome than patients with OSA. It is more prevalent in prediabetes and diabetes. The detection of the association of diabetes mellitus, OSA, and asymptomatic PHT in the pathophysiology of heart failure with preserved ejection fraction requires further longitudinal studies. The prevalence of PHT increases with increasing severity of OSA; therefore, early detection is beneficial.
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Affiliation(s)
- S. V. S. Krishna
- Department of Pulmonology and Sleep Medicine, Military Hospital Namkum, Ranchi, Jharkhand, India
| | - Sandeep Rana
- Department of Respiratory Medicine, Military Hospital Namkum, Ranchi, Jharkhand, India
| | - Priyanka Singh
- Department of Pulmonology and Sleep Medicine, AICTS, Pune, Maharashtra, India
| | | | - Anmol Sharma
- Department of Medicine, Base Hospital, New Delhi, India
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Shirk S, Kozakiewicz ML, Sheehan KN, Xiang KR, Saha AK, Stamilio D, Zhang J, Koch AL, Namen AM. The endothelin-1 system among high-risk pregnant women with obstructive sleep apnea. J Sleep Res 2025:e70008. [PMID: 39925316 DOI: 10.1111/jsr.70008] [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: 09/02/2024] [Revised: 01/13/2025] [Accepted: 01/29/2025] [Indexed: 02/11/2025]
Abstract
Obstructive sleep apnea is associated with gestational hypertension. Elevated endothelin-1 is a proposed factor in the pathogenesis of gestational hypertension. However, the association between endothelin-1 and obstructive sleep apnea complicating pregnancy is unknown. In a prospective cohort of 60 pregnant patients with obesity but without confounding comorbid conditions (i.e. cardiac/pulmonary disease), plasma and placental samples were collected at delivery in 30 women with obstructive sleep apnea and 30 without. Endothelin-1 concentrations were evaluated using Western blot, quantitative real-time polymerase chain reaction, immunohistochemistry, and enzyme-linked immunosorbent assay. Multivariable analyses were conducted comparing endothelin-1 levels between obstructive sleep apnea and non-obstructive sleep apnea groups. There was no significant difference in band intensity or quantitative densitometric evaluation when comparing obstructive sleep apnea-positive and -negative groups (p = 0.42). mRNA expression of endothelin-1 did not differ in placental tissues between groups (p = 0.73). There was no significant difference in endothelin-1 median plasma concentrations between groups (p = 0.95). However, there was a significant sixfold increase in the rate of endothelin-1 elevation > 90th percentile (adjusted odds ratio 5.9, 95% confidence interval 1.05-32.7) after adjusting for confounding by body mass index. Additionally, lower pre-pregnancy body mass index (< 32 kg m-2) was associated with plasma endothelin-1 > 11 at delivery (p < 0.01), and class 3 obesity appeared protective for having elevated plasma endothelin-1 > 90th percentile (p = 0.03). Overall, in this prospective cohort of high-risk pregnant patients, obstructive sleep apnea was associated with an increased rate of markedly elevated (> 90th percentile) endothelin-1 plasma levels. Lower pre-pregnancy body mass index among patients with obesity was associated with elevated endothelin-1 plasma levels. Obstructive sleep apnea screening questionnaires focused on high body mass index may result in underestimated risk.
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Affiliation(s)
- Samantha Shirk
- Maternal Fetal Medicine Division, Department of Obstetrics and Gynecology, Wake Forest University School of Medicine, Winston Salem, North Carolina, USA
| | - Melissa L Kozakiewicz
- Maternal Fetal Medicine Division, Department of Obstetrics and Gynecology, Wake Forest University School of Medicine, Winston Salem, North Carolina, USA
| | - Kristin N Sheehan
- Department of Internal Medicine, Section of Pulmonology, Critical Care, Allergy and Immunologic Diseases, Wake Forest University School of Medicine, Winston Salem, North Carolina, USA
| | - Kang Rui Xiang
- Department of Internal Medicine, Section of Pulmonology, Critical Care, Allergy and Immunologic Diseases, Wake Forest University School of Medicine, Winston Salem, North Carolina, USA
| | - Amit K Saha
- Department of Anesthesiology, Wake Forest University School of Medicine, Winston Salem, North Carolina, USA
| | - David Stamilio
- Maternal Fetal Medicine Division, Department of Obstetrics and Gynecology, Wake Forest University School of Medicine, Winston Salem, North Carolina, USA
| | - Jie Zhang
- Maternal Fetal Medicine Division, Department of Obstetrics and Gynecology, Wake Forest University School of Medicine, Winston Salem, North Carolina, USA
| | - Abigail L Koch
- Department of Internal Medicine, Section of Pulmonology, Critical Care, Allergy and Immunologic Diseases, Wake Forest University School of Medicine, Winston Salem, North Carolina, USA
| | - Andrew M Namen
- Department of Internal Medicine, Section of Pulmonology, Critical Care, Allergy and Immunologic Diseases, Wake Forest University School of Medicine, Winston Salem, North Carolina, USA
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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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Panou T, Roukas K, Chadia K, Nena E, Gouveri E, Papanas N, Steiropoulos P. Obstructive Sleep Apnoea and Type 1 Diabetes Mellitus: A Neglected Relationship? Exp Clin Endocrinol Diabetes 2025; 133:40-50. [PMID: 39265972 DOI: 10.1055/a-2414-5487] [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] [Indexed: 09/14/2024]
Abstract
Obstructive sleep apnoea (OSA) is regarded as a major health condition, progressively affecting an increased number of people around the world. The interplay between OSA and type 2 diabetes mellitus (T2DM) has been extensively studied. However, little is known about the relationship between OSA and type 1 diabetes mellitus (T1DM). This review provides insight into the prevalence of OSA in T1DM and its relationship with diabetic complications. Studies have hitherto yielded contradictory results on the occurrence of OSA in T1DM. Indeed, the risk of OSA in T1DM has ranged from 1 in 10 to more than 1 in 2 T1DM subjects. This high occurrence was confirmed by objective polysomnography as well as widely used subjective questionnaires. Multiple studies revealed the important correlation between OSA and diabetes complications. Both microvascular (nephropathy, neuropathy and retinopathy) and macrovascular complications appear to be associated with OSA occurrence, although some associations were not significant due to inadequate data. In conclusion, T1DM subjects carry a higher risk of undiagnosed OSA. Additional studies are needed to clarify the exact correlation between the two conditions.
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Affiliation(s)
- Theodoros Panou
- Deparment of Respiratory Medicine, Medical School, Democritus University of Thrace, Alexandroupolis, Greece
- Diabetes Centre-Diabetic Foot Clinic, Second Department of Internal Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Konstantinos Roukas
- Deparment of Respiratory Medicine, Medical School, Democritus University of Thrace, Alexandroupolis, Greece
| | - Konstantina Chadia
- Deparment of Respiratory Medicine, Medical School, Democritus University of Thrace, Alexandroupolis, Greece
| | - Evangelia Nena
- Laboratory of Social Medicine, Democritus University of Thrace - Alexandropoulis Campus, Alexandroupolis, Greece
| | - Evanthia Gouveri
- Diabetes Centre-Diabetic Foot Clinic, Second Department of Internal Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Nikolaos Papanas
- Diabetes Centre-Diabetic Foot Clinic, Second Department of Internal Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Paschalis Steiropoulos
- Deparment of Respiratory Medicine, Medical School, Democritus University of Thrace, Alexandroupolis, Greece
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Tahoun LA, Green AS, Patalon T, Dagan Y, Moskovitch R. Sleep apnea test prediction based on Electronic Health Records. J Biomed Inform 2024; 160:104737. [PMID: 39489457 DOI: 10.1016/j.jbi.2024.104737] [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: 06/16/2024] [Revised: 09/13/2024] [Accepted: 10/09/2024] [Indexed: 11/05/2024]
Abstract
The identification of Obstructive Sleep Apnea (OSA) is done by a Polysomnography test which is often done in later ages. Being able to notify potential insured members at earlier ages is desirable. For that, we develop predictive models that rely on Electronic Health Records (EHR) and predict whether a person will go through a sleep apnea test after the age of 50. A major challenge is the variability in EHR records in various insured members over the years, which this study investigates as well in the context of controls matching, and prediction. Since there are many temporal variables, the RankLi method was introduced for temporal variable selection. This approach employs the t-test to calculate a divergence score for each temporal variable between the target classes. We also investigate here the need to consider the number of EHR records, as part of control matching, and whether modeling separately for subgroups according to the number of EHR records is more effective. For each prediction task, we trained 4 different classifiers including 1-CNN, LSTM, Random Forest, and Logistic Regression, on data until the age of 40 or 50, and on several numbers of temporal variables. Using the number of EHR records for control matching was found crucial, and using learning models for subsets of the population according to the number of EHR records they have was found more effective. The deep learning models, particularly the 1-CNN, achieved the highest balanced accuracy and AUC scores in both male and female groups. In the male group, the highest results were also observed at age 50 with 100 temporal variables, resulting in a balanced accuracy of 90% and an AUC of 93%.
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Affiliation(s)
- Lama Abu Tahoun
- Software and Information Systems Engineering, Ben Gurion University of the Negev, Beer-Sheva, Israel.
| | - Amit Shay Green
- Assuta Sleep Institute, Assuta Medical Centers, Tel-Aviv, Israel.
| | - Tal Patalon
- Maccabi Data Science Institute, Maccabi Healthcare Services, Tel-Aviv, Israel.
| | - Yaron Dagan
- Assuta Sleep Institute, Assuta Medical Centers, Tel-Aviv, Israel.
| | - Robert Moskovitch
- Software and Information Systems Engineering, Ben Gurion University of the Negev, Beer-Sheva, Israel.
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11
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Jung E, Ju UC, Ryu HH, Kim HL. Impact of snoring on the risk of stroke in patients with diabetes mellitus. Sleep Breath 2024; 28:2675-2682. [PMID: 39150591 DOI: 10.1007/s11325-024-03131-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: 05/09/2024] [Revised: 07/13/2024] [Accepted: 07/31/2024] [Indexed: 08/17/2024]
Abstract
BACKGROUND The impact of snoring and diabetes on stroke risk is unclear. This study examined the association between snoring and stroke risk and how it varies with diabetes mellitus (DM) status. METHODS This research was conducted as a prospective cohort study. A total of 4,352 subjects were included in the analysis, with a mean follow-up time of 13.7 years. The study used snoring history obtained through interviews as the primary exposure variable and DM as the secondary exposure variable. The main outcome measured was the occurrence of stroke. Cox regression analysis was used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs). Additionally, a joint test was conducted to evaluate the combined effect of snoring and diabetes on the occurrence of stroke. RESULTS In our study of 4,352 subjects, 1,135 (26.1%) had a history of snoring, 233 (5.4%) had diabetes mellitus, and over the 18-year observation period, there were 168 cases of new-onset stroke. Snoring was not associated with an increased risk of stroke (HR: 0.95, 95% CI [0.68-1.33]), but DM significantly elevated the risk of stroke (3.02 [1.96-4.65]). In the interaction analysis of snoring and DM status on stroke risk, snoring was a significant risk factor for stroke only in the population with DM (2.89 [1.07-7.60]). Compared to non-snoring and non-DM, the multivariate HRs for stroke were 1.09 (0.76-1.57) for snoring and non-DM, 1.64 (0.83-2.82) for non-snoring and DM, and 2.95 (1.42-5.45) for snoring and DM. CONCLUSION Diabetes mellitus was associated with an increased risk of stroke, while a history of snoring was not. In a sub analysis, snoring appeared to be associated with an increased risk of stroke among subjects with diabetes mellitus.
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Affiliation(s)
- Eujene Jung
- Department of Medicine, Chonnam National University, Gwangju, Korea
- Department of Emergency Medicine, Chonnam National University Hospital, Gwangju, Korea
| | - U Chul Ju
- Department of Medicine, Chonnam National University, Gwangju, Korea
- Department of Obstetrics and Gynecology, Chonnam National University Hospital, Gwangju, Korea
| | - Hyun Ho Ryu
- Department of Medicine, Chonnam National University, Gwangju, Korea.
- Department of Emergency Medicine, Chonnam National University Hospital, Gwangju, Korea.
| | - Hyun Lee Kim
- Department of Internal Medicine, Chosun University Medical School, Gwangju, Korea
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12
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Battaglia E, Compalati E, Mapelli L, Lax A, Pierucci P, Solidoro P, Banfi P. Pulmonary hypertension in patients affected by sleep-related breathing disorders: up to date from the literature. Minerva Med 2024; 115:671-688. [PMID: 39016524 DOI: 10.23736/s0026-4806.24.09112-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/18/2024]
Abstract
Sleep-related breathing disorders (SBD) are conditions of abnormal and difficult respiration during sleep, including chronic snoring, obstructive sleep apnea (OSA), central sleep apnea (CSA), sleep-related hypoventilation disorders and sleep-related hypoxemia. Some of them have a limited impact on health, but others (e.g., OSA) can have serious consequences, because of their dangerous effects on sleep and the hematic balance of oxygen and carbon dioxide. According to several population-based studies, prevalence of OSA is relatively high, approximately 3-7% for adult males and 2-5% for adult females in the general population. However, methodological differences and difficulties in characterizing this syndrome yielded to variability in estimates. Moreover, it is estimated that only about 40% of patients with OSA are diagnosed, which can lead to underestimation of disease prevalence. OSA is directly correlated with age and male sex and to risk factors such as obesity. Several studies found that OSA is associated with an increased risk of diabetes, some cancer types, cardiovascular and cerebrovascular diseases, such as hypertension, coronary artery disease and stroke. Pulmonary hypertension (PH), a noted cardiovascular disease, is significantly associated with sleep-related breathing disorders and lot of scientific studies published in the literature demonstrated a strong link between these conditions and the development of pulmonary hypertension PH. PH is relatively less common than sleep-related breathing disorders. The purpose of this systematic review is to analyze both the current knowledge around the consequences that SBD may have on pulmonary hemodynamics and the effects resulting from pharmacological and non-pharmacological treatments of SDB on PH.
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Affiliation(s)
| | | | - Luca Mapelli
- IRCCS Fondazione Don Carlo Gnocchi, Milan, Italy
| | - Agata Lax
- IRCCS Fondazione Don Carlo Gnocchi, Milan, Italy
| | - Paola Pierucci
- Department of Cardiothoracic Surgery, Bari Polyclinic Hospital, Bari, Italy
| | | | - Paolo Banfi
- IRCCS Fondazione Don Carlo Gnocchi, Milan, Italy
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13
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Wang L, Dai L, Wang X, Guo J, Huang R, Xiao Y. The association between chemosensitivity and the 10-year risk of type 2 diabetes in male patients with obstructive sleep apnea. Sleep Breath 2024; 29:32. [PMID: 39612042 PMCID: PMC11607132 DOI: 10.1007/s11325-024-03221-y] [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: 09/29/2024] [Revised: 11/05/2024] [Accepted: 11/25/2024] [Indexed: 11/30/2024]
Abstract
PURPOSE Obstructive sleep apnea (OSA) is associated with a variety of diseases, including type 2 diabetes (T2D). Chemosensitivity is an important component of the pathophysiological mechanisms of OSA, and it is not only elevated in patients with OSA but also in those with T2D. This study aimed to investigate the association between chemosensitivity and the risk of developing T2D in patients with OSA. METHODS A total of 135 male participants with OSA and without pre-existing T2D were enrolled in this study. Peripheral chemosensitivity was evaluated using the rebreathing test. Data on demographics, polysomnographic parameters, and clinical characteristics were collected. The QDiabetes-2018 risk calculator was employed to calculate the 10-year T2D risk. The association between peripheral chemosensitivity and 10-year T2D risk was examined using multivariate logistic regression. RESULTS A total of 64 participants had moderate-to-high 10-year risk of T2D. In the fully adjusted model, participants situated within the second and fifth quantiles of peripheral chemosensitivity levels demonstrated a higher risk of developing T2D, with OR of 4.87 (95% CI, 1.22-19.43) and 5.26 (95% CI, 1.27-21.68) respectively. However, across varying levels of peripheral chemosensitivity, no significant difference in the 10-year T2D risk was observed among different severities of OSA. CONCLUSION Higher peripheral chemosensitivity was associated with an increased 10-year T2D risk, as calculated using a risk calculator based on clinical variables. For outcomes that reflect a moderate-to-high 10-year risk of T2D, the severity of OSA did not significantly affect the risk, irrespective of whether patients exhibited relatively low or high chemosensitivity.
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Affiliation(s)
- Lixia Wang
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, China
| | - Lu Dai
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, China
| | - Xiaona Wang
- Department of Respiratory and Critical Care Medicine, Beijing Friendship Hospital, Capital Medical University, Beijing, 100050, China
| | - Junwei Guo
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, China
| | - Rong Huang
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, China
| | - Yi Xiao
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, China.
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14
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Knowlden AP, Winchester LJ, MacDonald HV, Geyer JD, Higginbotham JC. Associations Among Cardiometabolic Risk Factors, Sleep Duration, and Obstructive Sleep Apnea in a Southeastern US Rural Community: Cross-Sectional Analysis From the SLUMBRx-PONS Study. JMIR Form Res 2024; 8:e54792. [PMID: 39514856 PMCID: PMC11584535 DOI: 10.2196/54792] [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: 02/27/2024] [Revised: 08/03/2024] [Accepted: 09/24/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND Short sleep and obstructive sleep apnea are underrecognized strains on the public health infrastructure. In the United States, over 35% of adults report short sleep and more than 80% of individuals with obstructive sleep apnea remain undiagnosed. The associations between inadequate sleep and cardiometabolic disease risk factors have garnered increased attention. However, challenges persist in modeling sleep-associated cardiometabolic disease risk factors. OBJECTIVE This study aimed to report early findings from the Short Sleep Undermines Cardiometabolic Health-Public Health Observational study (SLUMBRx-PONS). METHODS Data for the SLUMBRx-PONS study were collected cross-sectionally and longitudinally from a nonclinical, rural community sample (n=47) in the southeast United States. Measures included 7 consecutive nights of wrist-based actigraphy (eg, mean of 7 consecutive nights of total sleep time [TST7N]), 1 night of sleep apnea home testing (eg, apnea-hypopnea index [AHI]), and a cross-sectional clinical sample of anthropometric (eg, BMI), cardiovascular (eg, blood pressure), and blood-based biomarkers (eg, triglycerides and glucose). Correlational analyses and regression models assessed the relationships between the cardiometabolic disease risk factors and the sleep indices (eg, TST7N and AHI). Linear regression models were constructed to examine associations between significant cardiometabolic indices of TST7N (model 1) and AHI (model 2). RESULTS Correlational assessment in model 1 identified significant associations between TST7N and AHI (r=-0.45, P=.004), BMI (r=-0.38, P=.02), systolic blood pressure (r=0.40, P=.01), and diastolic blood pressure (r=0.32, P=.049). Pertaining to model 1, composite measures of AHI, BMI, systolic blood pressure, and diastolic blood pressure accounted for 25.1% of the variance in TST7N (R2adjusted=0.25; F2,38=7.37; P=.002). Correlational analyses in model 2 revealed significant relationships between AHI and TST7N (r=-0.45, P<.001), BMI (r=0.71, P<.001), triglycerides (r=0.36, P=.03), and glucose (r=0.34, P=.04). Results from model 2 found that TST7N, triglycerides, and glucose accounted for 37.6% of the variance in the composite measure of AHI and BMI (R2adjusted=0.38; F3,38=8.63; P<.001). CONCLUSIONS Results from the SLUMBRx-PONS study highlight the complex interplay between sleep-associated risk factors for cardiometabolic disease. Early findings underscore the need for further investigations incorporating the collection of clinical, epidemiological, and ambulatory measures to inform public health, health promotion, and health education interventions addressing the cardiometabolic consequences of inadequate sleep. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/27139.
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Affiliation(s)
- Adam P Knowlden
- Department of Health Science, The University of Alabama, Tuscaloosa, AL, United States
| | - Lee J Winchester
- Department of Kinesiology, The University of Alabama, Tuscaloosa, AL, United States
| | - Hayley V MacDonald
- Department of Kinesiology, The University of Alabama, Tuscaloosa, AL, United States
| | - James D Geyer
- Institute for Rural Health Research, College of Community Health Sciences, The University of Alabama, Tuscaloosa, AL, United States
| | - John C Higginbotham
- Research Institute of Pharmaceutical Sciences, The University of Mississippi, University, MS, United States
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15
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Hsu YS, Ke YK, Kuo TBJ, Chang Y, Jacobowitz O, Lin CM, Lo SC, Yang CCH. Expiratory Velopharyngeal Obstruction: Sleep Endoscopy-Guided Treatment Strategies to Prevent Oral Breathing During Sleep. Otolaryngol Head Neck Surg 2024; 171:1591-1600. [PMID: 39033356 DOI: 10.1002/ohn.902] [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: 11/16/2023] [Revised: 06/05/2024] [Accepted: 06/27/2024] [Indexed: 07/23/2024]
Abstract
OBJECTIVE Obstructive sleep apnea (OSA) is a prevalent disorder, with oral breathing influencing its severity. Expiratory velopharyngeal obstruction (EVO), observed during drug-induced sleep endoscopy (DISE), may contribute to oral breathing in OSA patients. EVO results in obstruction between the pharynx and nasal cavity during expiration. This study aims to identify factors associated with positive EVO during DISE. STUDY DESIGN Case series. SETTING Tertiary Medical Center. METHODS Seventy-two OSA patients underwent clinical evaluation, polysomnography, and DISE, utilizing interventions like intraoral negative airway pressure (iNAP), mouth closure, and oral appliances (OAs) in supine positions with head rotation. The findings, classified under velopharynx, oropharynx, tongue base, epiglottis, included the presence of EVO. RESULTS The results demonstrated that interventions including mouth closure and iNAP were associated with increased observation of EVO (43.1% and 34.7%) compared to OA (20.1%). However, head rotation was associated with decreased presence of EVO during DISE compare to supine (26% vs 35.8%). Noticeably, per 1 year increase of age was associated with an increased odds of EVO (odds ratio: 1.03, 95% confidence interval: 1.01-1.06). However, no other baseline characteristics were significantly associated the odds of EVO. CONCLUSION Our study reveals the effectiveness of head rotation and OA in reducing EVO and improving mouth breathing in OSA patients, offering valuable insights for future treatment strategies.
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Affiliation(s)
- Ying-Shuo Hsu
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan (ROC)
- Sleep Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan (ROC)
- Department of Otolaryngology, Shin Kong Wu-Ho-Su Memorial Hospital, Taipei, Taiwan (ROC)
- School of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan (ROC)
| | - Yuan-Kai Ke
- Department of Oral & Maxillofacial Surgery, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City, Taiwan (ROC)
| | - Terry B J Kuo
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan (ROC)
- Sleep Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan (ROC)
- Brain Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan (ROC)
- Department of Education and Research, Taipei City Hospital, Taipei, Taiwan (ROC)
- Clinical Research Center, Taoyuan Psychiatric Center Ministry of Health and Welfare, Taoyuan, Taiwan (ROC)
| | - Yi Chang
- Department of Anesthesiology, Shin Kong Wu Ho-Su Memorial Hospital, Taipei, Taiwan (ROC)
| | - Ofer Jacobowitz
- Sleep department, ENT and Allergy Associates, New York, New York, USA
| | - Chia-Mo Lin
- Division of Chest Medicine, Shin Kong Wu Ho-Su Memorial Hospital, Taipei City, Taiwan (ROC)
- Department of Chemistry, Fu Jen Catholic University, New Taipei City, Taiwan (ROC)
- Graduate Institute of Biomedical and Pharmaceutical Science, Fu Jen Catholic University, New Taipei City, Taiwan (ROC)
| | - Shih-Chieh Lo
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan (ROC)
- Leading Dental Group, Taipei, Taiwan (ROC)
| | - Cheryl C H Yang
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan (ROC)
- Sleep Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan (ROC)
- Brain Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan (ROC)
- Department of Education and Research, Taipei City Hospital, Taipei, Taiwan (ROC)
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16
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Kasai T, Kohno T, Shimizu W, Ando S, Joho S, Osada N, Kato M, Kario K, Shiina K, Tamura A, Yoshihisa A, Fukumoto Y, Takata Y, Yamauchi M, Shiota S, Chiba S, Terada J, Tonogi M, Suzuki K, Adachi T, Iwasaki Y, Naruse Y, Suda S, Misaka T, Tomita Y, Naito R, Goda A, Tokunou T, Sata M, Minamino T, Ide T, Chin K, Hagiwara N, Momomura S. JCS 2023 Guideline on Diagnosis and Treatment of Sleep Disordered Breathing in Cardiovascular Disease. Circ J 2024; 88:1865-1935. [PMID: 39183026 DOI: 10.1253/circj.cj-23-0489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/27/2024]
Affiliation(s)
- Takatoshi Kasai
- Division of School of Health Science, Department of Pathobiological Science and Technology, Faculty of Medicine, Tottori University
| | - Takashi Kohno
- Department of Cardiovascular Medicine, Kyorin University Faculty of Medicine
| | - Wataru Shimizu
- Department of Cardiovascular Medicine, Graduate School of Medicine, Nippon Medical School
| | - Shinichi Ando
- Sleep Medicine Center, Fukuokaken Saiseikai Futsukaichi Hospital
| | - Shuji Joho
- Second Department of Internal Medicine, University of Toyama
| | - Naohiko Osada
- Department of Cardiology, St. Marianna University School of Medicine
| | - Masahiko Kato
- Division of School of Health Science, Department of Pathobiological Science and Technology, Faculty of Medicine, Tottori University
| | - Kazuomi Kario
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine
| | | | | | - Akiomi Yoshihisa
- Department of Clinical Laboratory Sciences, Fukushima Medical University School of Health Science
- Department of Cardiovascular Medicine, Fukushima Medical University
| | - Yoshihiro Fukumoto
- Division of Cardiovascular Medicine, Department of Internal Medicine, Kurume University School of Medicine
| | | | - Motoo Yamauchi
- Department of Clinical Pathophysiology of Nursing and Department of Respiratory Medicine, Nara Medical University
| | - Satomi Shiota
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine
| | | | - Jiro Terada
- Department of Respiratory Medicine, Japanese Red Cross Narita Hospital
| | - Morio Tonogi
- 1st Depertment of Oral & Maxillofacial Surgery, Nihon Univercity School of Dentistry
| | | | - Taro Adachi
- Division of Cardiology, Department of Medicine, Showa University School of Medicine
| | - Yuki Iwasaki
- Department of Cardiovascular Medicine, Graduate School of Medicine, Nippon Medical School
| | - Yoshihisa Naruse
- Division of Cardiology, Internal Medicine III, Hamamatsu University School of Medicine
| | - Shoko Suda
- Department of Cardiovascular Medicine, Juntendo University School of Medicine
| | - Tomofumi Misaka
- Department of Clinical Laboratory Sciences, Fukushima Medical University School of Health Science
- Department of Cardiovascular Medicine, Fukushima Medical University
| | | | - Ryo Naito
- Department of Cardiovascular Biology and Medicine, Juntendo University Graduate School of Medicine
| | - Ayumi Goda
- Department of Cardiovascular Medicine, Kyorin University Faculty of Medicine
| | - Tomotake Tokunou
- Division of Cardiology, Department of Medicine, Fukuoka Dental College
| | - Makoto Sata
- Department of Pulmonology and Infectious Diseases, National Cerebral and Cardiovascular Center
| | | | - Tomomi Ide
- Faculty of Medical Sciences, Kyushu University
| | - Kazuo Chin
- Graduate School of Medicine and Faculty of Medicine, Kyoto University
| | - Nobuhisa Hagiwara
- YUMINO Medical Corporation
- Department of Cardiology, Tokyo Women's Medical University
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17
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Hrytsenko Y, Spitzer BW, Wang H, Bertisch SM, Taylor K, Garcia-Bedoya O, Ramos AR, Daviglus ML, Gallo LC, Isasi C, Cai J, Qi Q, Alcantara C, Redline S, Sofer T. Obstructive sleep apnea mediates genetic risk of Diabetes Mellitus: The Hispanic Community Health Study/Study of Latinos. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.09.10.24313336. [PMID: 39314966 PMCID: PMC11419195 DOI: 10.1101/2024.09.10.24313336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/25/2024]
Abstract
Objective We sought to evaluate whether obstructive sleep apnea (OSA), and other sleep disorders, increase genetic risk of developing diabetes mellitus (DM). Research Design and Methods Using GWAS summary statistics from the DIAGRAM consortium and Million Veteran Program, we developed multi-ancestry Type 2 Diabetes (T2D) polygenic risk scores (T2D-PRSs) useful in admixed Hispanic/Latino individuals. We estimated the association of the T2D-PRS with cross-sectional and incident DM in the Hispanic Community Health Study/Study of Latinos (HCHS/SOL). We conducted a mediation analysis with T2D-PRSs as an exposure, incident DM as an outcome, and OSA as a mediator. Additionally, we performed Mendelian randomization (MR) analysis to assess the causal relationship between T2D and OSA. Results Of 12,342 HCHS/SOL participants, at baseline, 48.4% were normoglycemic, 36.6% were hyperglycemic, and 15% had diabetes, and 50.9% identified as female. Mean age was 41.5, and mean BMI was 29.4. T2D-PRSs was strongly associated with baseline DM and with incident DM. At baseline, a 1 SD increase in the primary T2D-PRS had DM adjusted odds ratio (OR) = 2.67, 95% CI [2.40; 2.97] and a higher incident DM rate (incident rate ratio (IRR) = 2.02, 95% CI [1.75; 2.33]). In a stratified analysis based on OSA severity categories the associations were stronger in individuals with mild OSA compared to those with moderate to severe OSA. Mediation analysis suggested that OSA mediates the T2D-PRS association with DM. In two-sample MR analysis, T2D-PRS had a causal effect on OSA, OR = 1.03, 95% CI [1.01; 1.05], and OSA had a causal effect on T2D, with OR = 2.34, 95% CI [1.59; 3.44]. Conclusions OSA likely mediates genetic effects on T2D.
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Affiliation(s)
- Yana Hrytsenko
- Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- CardioVascular Institute (CVI), Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Brian W. Spitzer
- Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- CardioVascular Institute (CVI), Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Heming Wang
- Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Suzanne M. Bertisch
- Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Kent Taylor
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Olga Garcia-Bedoya
- Division of Academic Internal Medicine and Geriatrics, College of Medicine, University of Illinois Chicago, Chicago, Illinois, USA
| | - Alberto R Ramos
- Department of Neurology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Martha L. Daviglus
- DInsititute for Minority Health Research, Department of Medicine, College of Medicine University of Illinois Chicago, Chicago, IL, USA
| | - Linda C Gallo
- Department of Psychology, San Diego State University, San Diego, CA, USA
| | - Carmen Isasi
- Department of Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Jianwen Cai
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Qibin Qi
- Department of Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
| | | | - Susan Redline
- Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Tamar Sofer
- Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- CardioVascular Institute (CVI), Beth Israel Deaconess Medical Center, Boston, MA, USA
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
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18
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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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19
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MacMillan S, Burns DP, O'Halloran KD, Evans AM. SubSol-HIe is an AMPK-dependent hypoxia-responsive subnucleus of the nucleus tractus solitarius that coordinates the hypoxic ventilatory response and protects against apnoea in mice. Pflugers Arch 2024; 476:1087-1107. [PMID: 38635058 PMCID: PMC11166843 DOI: 10.1007/s00424-024-02957-6] [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: 12/13/2023] [Revised: 03/24/2024] [Accepted: 03/31/2024] [Indexed: 04/19/2024]
Abstract
Functional magnetic resonance imaging (fMRI) suggests that the hypoxic ventilatory response is facilitated by the AMP-activated protein kinase (AMPK), not at the carotid bodies, but within a subnucleus (Bregma -7.5 to -7.1 mm) of the nucleus tractus solitarius that exhibits right-sided bilateral asymmetry. Here, we map this subnucleus using cFos expression as a surrogate for neuronal activation and mice in which the genes encoding the AMPK-α1 (Prkaa1) and AMPK-α2 (Prkaa2) catalytic subunits were deleted in catecholaminergic cells by Cre expression via the tyrosine hydroxylase promoter. Comparative analysis of brainstem sections, relative to controls, revealed that AMPK-α1/α2 deletion inhibited, with right-sided bilateral asymmetry, cFos expression in and thus activation of a neuronal cluster that partially spanned three interconnected anatomical nuclei adjacent to the area postrema: SolDL (Bregma -7.44 mm to -7.48 mm), SolDM (Bregma -7.44 mm to -7.48 mm) and SubP (Bregma -7.48 mm to -7.56 mm). This approximates the volume identified by fMRI. Moreover, these nuclei are known to be in receipt of carotid body afferent inputs, and catecholaminergic neurons of SubP and SolDL innervate aspects of the ventrolateral medulla responsible for respiratory rhythmogenesis. Accordingly, AMPK-α1/α2 deletion attenuated hypoxia-evoked increases in minute ventilation (normalised to metabolism), reductions in expiration time, and increases sigh frequency, but increased apnoea frequency during hypoxia. The metabolic response to hypoxia in AMPK-α1/α2 knockout mice and the brainstem and spinal cord catecholamine levels were equivalent to controls. We conclude that within the brainstem an AMPK-dependent, hypoxia-responsive subnucleus partially spans SubP, SolDM and SolDL, namely SubSol-HIe, and is critical to coordination of active expiration, the hypoxic ventilatory response and defence against apnoea.
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Affiliation(s)
- Sandy MacMillan
- Centre for Discovery Brain Sciences, College of Medicine and Veterinary Medicine, Hugh Robson Building, University of Edinburgh, Edinburgh, EH8 9XD, UK
| | - David P Burns
- Department of Physiology, School of Medicine, College of Medicine & Health, University College Cork, Cork, Ireland
| | - Ken D O'Halloran
- Department of Physiology, School of Medicine, College of Medicine & Health, University College Cork, Cork, Ireland
| | - A Mark Evans
- Centre for Discovery Brain Sciences, College of Medicine and Veterinary Medicine, Hugh Robson Building, University of Edinburgh, Edinburgh, EH8 9XD, UK.
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20
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Jaspan VN, Greenberg GS, Parihar S, Park CM, Somers VK, Shapiro MD, Lavie CJ, Virani SS, Slipczuk L. The Role of Sleep in Cardiovascular Disease. Curr Atheroscler Rep 2024; 26:249-262. [PMID: 38795275 PMCID: PMC11192677 DOI: 10.1007/s11883-024-01207-5] [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] [Accepted: 05/01/2024] [Indexed: 05/27/2024]
Abstract
PURPOSE OF REVIEW Sleep is an important component of cardiovascular (CV) health. This review summarizes the complex relationship between sleep and CV disease (CVD). Additionally, we describe the data supporting the treatment of sleep disturbances in preventing and treating CVD. RECENT FINDINGS Recent guidelines recommend screening for obstructive sleep apnea in patients with atrial fibrillation. New data continues to demonstrate the importance of sleep quality and duration for CV health. There is a complex bidirectional relationship between sleep health and CVD. Sleep disturbances have systemic effects that contribute to the development of CVD, including hypertension, coronary artery disease, heart failure, and arrhythmias. Additionally, CVD contributes to the development of sleep disturbances. However, more data are needed to support the role of screening for and treatment of sleep disorders for the prevention of CVD.
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Affiliation(s)
- Vita N Jaspan
- Division of Cardiology, Montefiore Health System/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Garred S Greenberg
- Division of Cardiology, Montefiore Health System/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Siddhant Parihar
- Division of Cardiology, Montefiore Health System/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Christine M Park
- Division of Cardiology, Montefiore Health System/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Virend K Somers
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA
| | - Michael D Shapiro
- Center for Preventive Cardiology, Section On Cardiovascular Medicine, Wake Forest University Baptist Medical Center, Winston-Salem, NC, USA
| | - Carl J Lavie
- Ochsner Clinical School, John Ochsner Heart and Vascular Institute, The University of Queensland School of Medicine, New Orleans, LA, USA
| | - Salim S Virani
- Office of the Vice Provost (Research), The Aga Khan University, Karachi, Pakistan
- Division of Cardiology, The Texas Heart Institute/Baylor College of Medicine, Houston, TX, USA
- Michael E. DeBakey Veterans Affairs Medical Center and Baylor College of Medicine, Houston, TX, USA
| | - Leandro Slipczuk
- Division of Cardiology, Montefiore Health System/Albert Einstein College of Medicine, Bronx, NY, USA.
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21
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Ge S, Wu K, Li S, Li R, Yang C. Machine learning methods for adult OSAHS risk prediction. BMC Health Serv Res 2024; 24:706. [PMID: 38840121 PMCID: PMC11151612 DOI: 10.1186/s12913-024-11081-1] [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: 02/03/2024] [Accepted: 05/07/2024] [Indexed: 06/07/2024] Open
Abstract
BACKGROUND Obstructive sleep apnea hypopnea syndrome (OSAHS) is a common disease that can cause multiple organ damage in the whole body. Our aim was to use machine learning (ML) to build an independent polysomnography (PSG) model to analyze risk factors and predict OSAHS. MATERIALS AND METHODS Clinical data of 2064 snoring patients who underwent physical examination in the Health Management Center of the First Affiliated Hospital of Shanxi Medical University from July 2018 to July 2023 were retrospectively collected, involving 24 characteristic variables. Then they were randomly divided into training group and verification group according to the ratio of 7:3. By analyzing the importance of these features, it was concluded that LDL-C, Cr, common carotid artery plaque, A1c and BMI made major contributions to OSAHS. Moreover, five kinds of machine learning algorithm models such as logistic regression, support vector machine, Boosting, Random Forest and MLP were further established, and cross validation was used to adjust the model hyperparameters to determine the final prediction model. We compared the accuracy, Precision, Recall rate, F1-score and AUC indexes of the model, and finally obtained that MLP was the optimal model with an accuracy of 85.80%, Precision of 0.89, Recall of 0.75, F1-score of 0.82, and AUC of 0.938. CONCLUSION We established the risk prediction model of OSAHS using ML method, and proved that the MLP model performed best among the five ML models. This predictive model helps to identify patients with OSAHS and provide early, personalized diagnosis and treatment options.
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Affiliation(s)
- Shanshan Ge
- Health Management Center, the First Hospital of Shanxi Medical University, Taiyuan, 030001, China.
| | - Kainan Wu
- Health Management Center, the First Hospital of Shanxi Medical University, Taiyuan, 030001, China
| | - Shuhui Li
- Nursing College of Shanxi Medical University, Taiyuan, 030001, China
| | - Ruiling Li
- Nursing College of Shanxi Medical University, Taiyuan, 030001, China
| | - Caizheng Yang
- Nursing College of Shanxi Medical University, Taiyuan, 030001, China
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22
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Adeva-Andany MM, Domínguez-Montero A, Castro-Quintela E, Funcasta-Calderón R, Fernández-Fernández C. Hypoxia-Induced Insulin Resistance Mediates the Elevated Cardiovascular Risk in Patients with Obstructive Sleep Apnea: A Comprehensive Review. Rev Cardiovasc Med 2024; 25:231. [PMID: 39076340 PMCID: PMC11270082 DOI: 10.31083/j.rcm2506231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 04/07/2024] [Accepted: 04/12/2024] [Indexed: 07/31/2024] Open
Abstract
Patients with obstructive sleep apnea (OSA) experience insulin resistance and its clinical consequences, including hypertriglyceridemia, reduced high density lipoprotein-associated cholesterol (HDL-c), visceral adiposity, hepatic steatosis, increased epicardial fat thickness, essential hypertension, glucose intolerance, increased risk for type 2 diabetes, chronic kidney disease, subclinical vascular damage, and increased risk for cardiovascular events. Obesity is a major contributor to OSA. The prevalence of OSA is almost universal among patients with severe obesity undergoing bariatric surgery. However, insulin resistance and its clinical complications occur in OSA patients irrespective of general obesity (body mass index). In OSA patients, apnea episodes during sleep induce oxyhemoglobin desaturation and tissue hypoxia. Insulin resistance is an adaptive response to tissue hypoxia and develops in conditions with limited tissue oxygen supply, including healthy subjects exposed to hypobaric hypoxia (high altitude) and OSA patients. Indicators of oxyhemoglobin desaturation have been robustly and independently linked to insulin resistance and its clinical manifestations in patients with OSA. Insulin resistance mediates the elevated rate of type 2 diabetes, chronic kidney disease, and cardiovascular disease unexplained with traditional cardiovascular risk factors present in OSA patients. Pathophysiological processes underlying hypoxia-induced insulin resistance involve hypoxia inducible factor-1 upregulation and peroxisome proliferator-activated receptor-gamma (PPAR- γ ) downregulation. In human adipose tissue, PPAR- γ activity promotes glucose transport into adipocytes, lipid droplet biogenesis, and whole-body insulin sensitivity. Silencing of PPAR- γ in the adipose tissue reduces glucose uptake and fat accumulation into adipocytes and promotes insulin resistance. In conclusion, tissue hypoxia drives insulin resistance and its clinical consequences in patients with OSA, regardless of body mass index.
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23
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Park JH, Wang C, Shin H. FDA-cleared home sleep apnea testing devices. NPJ Digit Med 2024; 7:123. [PMID: 38740907 DOI: 10.1038/s41746-024-01112-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 04/12/2024] [Indexed: 05/16/2024] Open
Abstract
The demand for home sleep apnea testing (HSAT) devices is escalating, particularly in the context of the coronavirus 2019 (COVID-19) pandemic. The absence of standardized development and verification procedures poses a significant challenge. This study meticulously analyzed the approval process characteristics of HSAT devices by the U.S. Food and Drug Administration (FDA) from September 1, 2003, to September 1, 2023, with a primary focus on ensuring safety and clinical effectiveness. We examined 58 reports out of 1046 that underwent FDA clearance via the 510(k) and de novo pathways. A substantial surge in certifications after the 2022 pandemic was observed. Type-3 devices dominated, signifying a growing trend for both home and clinical use. Key measurement items included respiration and sleep analysis, with the apnea-hypopnea index (AHI) and sleep stage emerging as pivotal indicators. The majority of FDA-cleared HSAT devices adhered to electrical safety and biocompatibility standards. Critical considerations encompass performance and function testing, usability, and cybersecurity. This study emphasized the nearly indispensable role of clinical trials in ensuring the clinical effectiveness of HSAT devices. Future studies should propose guidances that specify stringent requirements, robust clinical trial designs, and comprehensive performance criteria to guarantee the minimum safety and clinical effectiveness of HSATs.
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Affiliation(s)
- Ji Hyeun Park
- Department of Convergence Medicine, Asan Medical Center, Brain Korea 21 Project, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
| | - Changwon Wang
- Biomedical Engineering Research Center, Asan Medical Center, Seoul, 05505, Republic of Korea
| | - Hangsik Shin
- Department of Convergence Medicine, Asan Medical Center, Brain Korea 21 Project, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea.
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24
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Qayoumi P, Coronel R, Folke F, Arulmurugananthavadivel A, Parveen S, Yonis H, Meaidi A, Lamberts M, Schou M, Torp-Pedersen C, Hilmar Gislason G, Eroglu TE. Sleep apnea, the risk of out-of-hospital cardiac arrest, and potential benefits of continuous positive airway pressure therapy: A nationwide study. Resuscitation 2024; 198:110174. [PMID: 38479652 DOI: 10.1016/j.resuscitation.2024.110174] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 02/28/2024] [Accepted: 03/05/2024] [Indexed: 03/23/2024]
Abstract
OBJECTIVE Patients with sleep apnea (SA) are at increased cardiovascular risk. However, little is known about the risk of out-of-hospital cardiac arrest (OHCA) in patients with SA. Therefore, we studied the relation between SA patients who did and did not receive continuous positive airway pressure (CPAP) therapy with OHCA in the general population. METHODS Using nationwide databases, we conducted a nested case-control study with OHCA-cases of presumed cardiac causes and age/sex/OHCA-date matched non-OHCA-controls from the general population. Conditional logistic regression models with adjustments for well-known OHCA risk factors were performed to generate odds ratio (OR) of OHCA comparing patients with SA receiving and not receiving CPAP therapy with individuals without SA. RESULTS We identified 46,578 OHCA-cases and 232,890 matched non-OHCA-controls [mean: 71 years, 68.8% men]. Compared to subjects without SA, having SA without CPAP therapy was associated with increased odds of OHCA after controlling for relevant confounders (OR:1.20, 95%-Cl:1.06-1.36), while having SA with CPAP therapy was not associated with OHCA (OR:1.04, 95%-Cl:0.93-1.36). Regardless of CPAP therapy, age and sex did not significantly influence our findings. Our findings were confirmed in: (I) patients with neither ischemic heart disease nor heart failure (untreated SA, OR:1.24, 95%-CI:1.04-1.47; SA with CPAP, OR:1.08, 95%-CI:0.93-1.25); and (II) in patients without cardiovascular disease (untreated SA, OR:1.33, 95%-CI:1.07-1.65; SA with CPAP, OR:1.14, 95%-CI:0.94-1.39). CONCLUSION SA not treated with CPAP was associated with OHCA, while no increased risk of OHCA was found for SA patients treated with CPAP.
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Affiliation(s)
- Pelpika Qayoumi
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Copenhagen, Denmark
| | - Ruben Coronel
- Amsterdam UMC, Academic Medical Center, University of Amsterdam, Department of Experimental and Clinical Cardiology, Heart Centre, Amsterdam Cardiovascular Sciences, Meibergdreef 9, Amsterdam, The Netherlands
| | - Fredrik Folke
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Copenhagen, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark; Copenhagen University Hospital -Copenhagen Emergency Medical Services, Copenhagen, Denmark
| | | | - Saaima Parveen
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Copenhagen, Denmark
| | - Harman Yonis
- Department of Cardiology, Nordsjællands Hospital, Hillerød, Denmark
| | - Amani Meaidi
- Department of Cardiology, Nordsjællands Hospital, Hillerød, Denmark
| | - Morten Lamberts
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Copenhagen, Denmark
| | - Morten Schou
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Copenhagen, Denmark
| | | | - Gunnar Hilmar Gislason
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Copenhagen, Denmark; The Danish Heart Foundation, Copenhagen, Denmark
| | - Talip E Eroglu
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Copenhagen, Denmark.
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25
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Wickwire EM, Cole KV, Dexter RB, Malhotra A, Cistulli PA, Sterling KL, Pépin JL. Depression and comorbid obstructive sleep apnea: Association between positive airway pressure adherence, occurrence of self-harm events, healthcare resource utilization, and costs. J Affect Disord 2024; 349:254-261. [PMID: 38159653 PMCID: PMC10922426 DOI: 10.1016/j.jad.2023.12.055] [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: 08/10/2023] [Revised: 11/08/2023] [Accepted: 12/23/2023] [Indexed: 01/03/2024]
Abstract
OBJECTIVE Previous studies have shown that treatment of obstructive sleep apnea (OSA) with positive airway pressure (PAP) therapy in patients with depression may improve depression symptoms and response to antidepressant therapy. We investigated the association between PAP therapy adherence, self-harm events, healthcare resource utilization (HCRU), and costs over 2 years in a national sample of patients with pre-existing depression and newly diagnosed comorbid OSA. METHODS Administrative claims data were linked to objective PAP therapy usage. Inverse probability treatment weighting was used to compare outcomes over 2 years across PAP adherence levels. The predicted numbers of emergency room (ER) visits and hospitalizations by adherence level were assessed using risk-adjusted generalized linear models. RESULTS 37,459 patients were included. Relative to non-adherent patients, consistently adherent patients had fewer self-harm events (0.04 vs 0.05, p < 0.001) after 1 year, and significantly (all p < 0.001) fewer ER visits (0.66 vs 0.86) and all-cause hospitalizations (0.13 vs 0.17), and lower total ($11,847 vs $11,955), inpatient hospitalization ($1634 vs $2274), and ER visit ($760 vs $1006) costs per patient in the second year of PAP therapy. Consistently adherent patients showed lower risk for hospitalizations and ER visits. LIMITATIONS Using observational claims data, we were unable to assess clinical characteristics including sleep, sleepiness, and daytime symptoms, or important social determinants of health. We were limited in assessing care received outside of the included health plans. CONCLUSION Consistent adherence to PAP therapy over 2 years was associated with improved HCRU outcomes for patients with pre-existing depression newly diagnosed with comorbid OSA.
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Affiliation(s)
- E M Wickwire
- Sleep Disorders Center, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA.
| | - K V Cole
- ResMed Science Center, San Diego, CA, USA
| | - R B Dexter
- ResMed Science Center, Halifax, Nova Scotia, Canada
| | - A Malhotra
- University of California San Diego, La Jolla, CA, USA
| | - P A Cistulli
- Charles Perkins Centre, Faculty of Medicine and Health, University of Sydney, Department of Respiratory and Sleep Medicine, Royal North Shore Hospital, Sydney, Australia
| | | | - J L Pépin
- Univ. Grenoble Alpes, 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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26
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Freeman CG, Durgham R, Ren E, Conti KR, Yeakel H, Fan T, Brown DM, Ohlstein JF, Keeler JA. The Impact of Hypoglossal Nerve Stimulation on Secondary Health Outcomes. EAR, NOSE & THROAT JOURNAL 2024:1455613241235538. [PMID: 38424691 DOI: 10.1177/01455613241235538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2024] Open
Abstract
Objectives: Obstructive sleep apnea (OSA) is a prevalent sleep disorder that can increase the risk of hypertension, diabetes, obesity, and cardiovascular diseases. Hypoglossal nerve stimulation (HGNS) is an alternative therapy for OSA in patients who cannot tolerate continuous positive airway pressure. Understanding the impact of HGNS on blood pressure, hemoglobin A1C (A1C), and body mass index (BMI) currently remains limited. Methods: A retrospective review study of HGNS outcomes at a single practice from January 2020 to November 2022 was conducted. Inclusion/exclusion criteria were based on HGNS eligibility and postoperative titration study. Statistical analysis and data management were performed using statistical software, R (v.4.2.1; R Core Team). Paired Student's T test, Fisher's exact test, and McNemar's exact test were utilized for statistical analysis. P values less than .05 were considered statistically significant. Results: Sixty-three patients were included in this study. A significant decrease in mean apnea-hypopnea index was noted following HGNS (mean change -28; P < .0001). Similar significant decreases were also seen in mean arterial pressures (mean change -8.4, P < .0001). There was a significant change in overall antihypertensive medication requirements and in requirements ≥3 medications (P < .0005, P = .03). There was a trend toward reduction in A1C; however, there was no change in BMI or number of diabetes medications taken. Conclusions: Our results reinforce previous findings that HGNS is an effective treatment option for carefully selected patients with OSA. In addition, our findings suggest that HGNS may improve patients' quality of life while minimizing OSA associated morbidity.
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Affiliation(s)
- Cecilia G Freeman
- Department of Otolaryngology-Head and Neck Surgery, St. Luke's University Health Network, Bethlehem, PA, USA
| | - Ryan Durgham
- Temple/St. Luke's School of Medicine, Bethlehem, PA, USA
| | - Emily Ren
- Temple/St. Luke's School of Medicine, Bethlehem, PA, USA
| | - Keith R Conti
- Department of Otolaryngology-Head and Neck Surgery, St. Luke's University Health Network, Bethlehem, PA, USA
| | - Heather Yeakel
- Department of Otolaryngology-Head and Neck Surgery, St. Luke's University Health Network, Bethlehem, PA, USA
| | - Timothy Fan
- Department of Otolaryngology-Head and Neck Surgery, St. Luke's University Health Network, Bethlehem, PA, USA
| | - David M Brown
- Department of Otolaryngology-Head and Neck Surgery, St. Luke's University Health Network, Bethlehem, PA, USA
- Specialty Physician Associates, Bethlehem, PA, USA
| | - Jason F Ohlstein
- Department of Otolaryngology-Head and Neck Surgery, St. Luke's University Health Network, Bethlehem, PA, USA
- Specialty Physician Associates, Bethlehem, PA, USA
| | - Jarrod A Keeler
- Department of Otolaryngology-Head and Neck Surgery, St. Luke's University Health Network, Bethlehem, PA, USA
- Specialty Physician Associates, Bethlehem, PA, USA
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27
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Abourjeili J, Salameh E, Noureddine M, Bou Khalil P, Eid AA. Obstructive sleep apnea: Beyond the dogma of obesity! Respir Med 2024; 222:107512. [PMID: 38158138 DOI: 10.1016/j.rmed.2023.107512] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 11/30/2023] [Accepted: 12/21/2023] [Indexed: 01/03/2024]
Abstract
Obstructive sleep apnea (OSA) has long been studied in patients with obesity and type 2 diabetes mellitus (T2DM), due to the fact that both disorders are commonly associated with an increased body mass index (BMI). However, a link between OSA and non-obese diabetic patients is still not very elaborated, nor heavily explored. In this review, we elucidate some proposed mechanisms for the link between OSA and diabetic patients both with and beyond obesity, shedding the light on the latter case. One such mechanism is oxidative stress, a phenomenon of reactive oxygen species (ROS) imbalance seen in both of the previously mentioned disorders. A plausible explanation for the OSA-induced ROS production is the repeating episodes of hypoxia and reperfusion and their effect on the mitochondrial electron transport chain. This paper explores the literature regarding ROS imbalance as the possible missing link between OSA and Diabetes Mellitus beyond obesity, while still mentioning other possible proposed mechanisms such as a dysregulated autonomic nervous system (ANS), as well as mechanical and craniofacial abnormalities. This paper also suggests a link between OSA and diabetic complications, while exploring the clinical progress made in treating the former disorder with anti-oxidant and hypo-glycemic drugs. If further investigated, these findings could help identify novel therapeutic interventions for the treatment of OSA and Diabetic patients.
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Affiliation(s)
- Joseph Abourjeili
- Department of Anatomy, Cell Biology, And Physiological Sciences, Faculty of Medicine and Medical Center, American University of Beirut, Beirut, Lebanon
| | - Elio Salameh
- Department of Anatomy, Cell Biology, And Physiological Sciences, Faculty of Medicine and Medical Center, American University of Beirut, Beirut, Lebanon
| | - Maya Noureddine
- Department of Anatomy, Cell Biology, And Physiological Sciences, Faculty of Medicine and Medical Center, American University of Beirut, Beirut, Lebanon
| | - Pierre Bou Khalil
- Department of Internal Medicine, Division of Pulmonary and Critical Care, American University of Beirut Medical Center, Beirut, Lebanon.
| | - Assaad A Eid
- Department of Anatomy, Cell Biology, And Physiological Sciences, Faculty of Medicine and Medical Center, American University of Beirut, Beirut, Lebanon; AUB Diabetes, American University of Beirut, Faculty of Medicine, Medical Center, Lebanon.
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Zhou S, Xu H, Zhu J, Fan X, Zhang J. Clinical efficacy and metabolomics study of Wendan Decoction in the treatment of phlegm-dampness obstructive sleep apnea-hypopnea syndrome with type 2 diabetes mellitus. JOURNAL OF ETHNOPHARMACOLOGY 2023; 317:116775. [PMID: 37311503 DOI: 10.1016/j.jep.2023.116775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 04/23/2023] [Accepted: 06/10/2023] [Indexed: 06/15/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Wendan Decoction (WDD) is one of the classic traditional Chinese prescriptions that has been used in the treatment of type 2 diabetes mellitus (T2DM), metabolic syndrome, obstructive sleep apnea-hypopnea syndrome (OSAHS) and so on. The therapeutic effects and mechanism of WDD remain to be explored, especially from the perspective of metabolomics, oxidative stress and inflammation. AIM OF THE STUDY To investigate the therapeutic and metabolic regulatory effects and the underlying mechanism of WDD in OSAHS with T2DM patients. MATERIALS AND METHODS All included patients were from Rudong Hospital of Traditional Chinese Medicine, Nantong, Jiangsu Province, China. Both groups received lifestyle interventions; at the same time, all of them were administered metformin (1500 mg/day) and dapagliflozin (10 mg/day), and the treatment group was administered WDD orally. All patients were treated for two months. Before and after treatment, the changes in clinical symptoms and signs of the two groups of patients were evaluated, and the detection indicators such as body mass index (BMI), apnea-hypopnea index (AHI), lowest arterial oxygen saturation (LSaO2), Epworth sleepiness scale (ESS), percentage of total sleep time with oxygen saturation <90% (TST90), fasting plasma glucose (FPG), 2-h post-load glucose(2h-PG), fasting insulin (FINS), homeostasis model assessment of insulin resistance (HOMA-IR),hemoglobin A1c (HbA1c), blood lipid levels, as well as the adverse reactions and compliance of the patients were observed and detection of serum metabolites in patients to screen out specific biomarkers. The serum metabolic profile of WDD in OSAHS with T2DM patients was explored using ultra-high-performance liquid chromatography-quadrupole/electrostatic field orbitrap high-resolution mass spectrometry (UPLC-Q Orbitrap HRMS). RESULTS After treatment with WDD for 8 weeks, biochemical indicators, including BMI, FPG, 2h-PG, blood lipid, FINS, HbA1c, AHI, ESS, LSaO2, TST90, and HOMA-IR, were significantly improved. Serum metabolomic analysis showed that metabolites were differentially expressed before and after WDD-treated patients. Metabolomics results revealed that WDD regulated the biomarkers, such as DL-arginine, guaiacol sulfate, azelaic acid, phloroglucinol, uracil, L-tyrosine, cascarillin, Cortisol and L-alpha-lysophosphatidylcholine. Pathway enrichment analysis showed that the metabolites were associated with oxidative stress and inflammation. CONCLUSION The study based on clinical research and metabolomics indicated that WDD can improve OSAHS with T2DM through multiple targets and pathways, and it may be a useful alternative therapy for the treatment of OSAHS with T2DM patients.
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Affiliation(s)
- Sifeng Zhou
- Department of Endocrinology, Rudong Hospital of Traditional Chinese Medicine, Nantong, Jiangsu, 226400, China; School of Traditional Chinese Medicine·Integrated Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210023, China.
| | - Haishu Xu
- Department of Pharmacy, Rudong Hospital of Traditional Chinese Medicine, Nantong, Jiangsu, 226400, China.
| | - Jieyun Zhu
- Department of Ophthalmology, Rudong Hospital of Traditional Chinese Medicine, Nantong, Jiangsu, 226400, China.
| | - Xinsheng Fan
- School of Traditional Chinese Medicine·Integrated Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210023, China.
| | - Jinming Zhang
- Department of Endocrinology, Rudong Hospital of Traditional Chinese Medicine, Nantong, Jiangsu, 226400, China.
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Corr F, Kilinç F, Oros J, Qasem LE, Al-Hilou A, Jussen D, Czabanka M, Quick-Weller J. Increased Body Mass Index Correlates with Less Favorable Postoperative Outcomes After Hypoglossal Nerve Stimulation for Obstructive Sleep Apnea: A Retrospective Cohort Study. World Neurosurg 2023; 180:e210-e218. [PMID: 37714455 DOI: 10.1016/j.wneu.2023.09.027] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 09/05/2023] [Accepted: 09/07/2023] [Indexed: 09/17/2023]
Abstract
OBJECTIVE Obstructive sleep apnea is associated with high morbidity. Hypoglossal nerve stimulation (HNS) has become a novel (neuro-) surgical treatment strategy for obstructive sleep apnea, demonstrating good success rates. Beyond predefined inclusion and exclusion criteria, no precise data are available, enabling individual preoperative risk assessment. To improve preoperative risk stratification, this study analyzed individual patient factors that affect outcomes of HNS. METHODS Fourteen patients treated with unilateral HNS were analyzed retrospectively. Assessed risk factors included: hypertension, diabetes mellitus, depression, smoking, alcohol consumption, body mass index (BMI), and disease duration. Treatment success was defined as a reduction in the postoperative apnea-hypopnea index (AHI) to ≤20 events/hour, with a relative reduction of at least 50% compared to baseline. RESULTS A significant reduction in the postoperative apnea-hypopnea index was observed in all patients (P < 0.0001). BMI correlated significantly with postoperative AHI scores (95% confidence interval, 0.1519-0.8974; P = 0.018). Significant treatment success was observed in 50% of patients. Compared with the "Excellent Responder group," the "Responder group" demonstrated a significantly higher BMI (95% confidence interval, 1.174-6.226; P = 0.0078). Diabetes, hypertension, disease duration, smoking, depression, and alcohol consumption were not significantly associated with AHI reduction. CONCLUSIONS Our findings suggest that BMI may be an independent risk factor for the response to HNS, with patients who had less benefit from therapy having significantly higher BMI than "Excellent Responders." Therefore, carefully selecting patients is crucial in obtaining optimal outcomes with HNS therapy, especially those with a high BMI.
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Affiliation(s)
- Felix Corr
- Department of Neurosurgery, Johann Wolfgang Goethe University Hospital Frankfurt, Frankfurt, Germany.
| | - Fatma Kilinç
- Department of Neurosurgery, Johann Wolfgang Goethe University Hospital Frankfurt, Frankfurt, Germany
| | - Jan Oros
- Department of Neurosurgery, Johann Wolfgang Goethe University Hospital Frankfurt, Frankfurt, Germany
| | - Lina-Elisabeth Qasem
- Department of Neurosurgery, Johann Wolfgang Goethe University Hospital Frankfurt, Frankfurt, Germany
| | - Ali Al-Hilou
- Department of Neurosurgery, Johann Wolfgang Goethe University Hospital Frankfurt, Frankfurt, Germany
| | - Daniel Jussen
- Department of Neurosurgery, Johann Wolfgang Goethe University Hospital Frankfurt, Frankfurt, Germany
| | - Marcus Czabanka
- Department of Neurosurgery, Johann Wolfgang Goethe University Hospital Frankfurt, Frankfurt, Germany
| | - Johanna Quick-Weller
- Department of Neurosurgery, Johann Wolfgang Goethe University Hospital Frankfurt, Frankfurt, Germany
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Darraj A. The Link Between Sleeping and Type 2 Diabetes: A Systematic Review. Cureus 2023; 15:e48228. [PMID: 38050514 PMCID: PMC10693913 DOI: 10.7759/cureus.48228] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/03/2023] [Indexed: 12/06/2023] Open
Abstract
Adults should get at least seven hours of sleep each night to preserve their overall health and well-being. Sleep disorders and other sleep-related issues affect a sizeable portion of the population. This reduction in sleep time may be brought on by the stress of modern life. This study's main goal was to look into the relationship between type 2 diabetes mellitus (T2DM) and sleep. In this study, papers were thoroughly screened utilizing keywords using databases like PubMed, PubMed Central, and MEDLINE. Additionally, a few articles were taken from the Cochrane Library. This study screened papers by title and abstract before applying inclusion/exclusion criteria. Eleven related studies were carefully assessed, and a quality evaluation check was conducted. T2DM and sleep issues are frequent issues that frequently coexist. People with T2DM frequently experience sleep problems, which can be bad for their health, their mood, and their quality of life. On the other hand, sleep disturbances like obstructive sleep apnea increase the risk of metabolic diseases like T2DM. As part of standard clinical practice, all T2DM patients should be tested for sleep disturbances and given proper care. Evidence suggests that sleep problems may play a role in metabolic abnormalities as risk factors.
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Affiliation(s)
- Ali Darraj
- College of Medicine, Shaqra University, Shaqra, SAU
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31
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Lin HC, Wang CH, Kuo TBJ, Yang CCH, Lee JC, Chiu FS, Chang Y, Jacobowitz O, Chu CM, Hsu YS. Upper Airway Surgery or Weight Control? Modified Drug-Induced Sleep Endoscopy for Obstructive Sleep Apnea. Otolaryngol Head Neck Surg 2023; 169:1345-1355. [PMID: 37210602 DOI: 10.1002/ohn.364] [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: 10/15/2022] [Revised: 03/23/2023] [Accepted: 04/01/2023] [Indexed: 05/22/2023]
Abstract
OBJECTIVE To identify the value of head rotation in the supine position and oral appliance (OA) use in drug-induced sleep endoscopy (DISE). STUDY DESIGN Eighty-three sleep apnea adults undergoing target-controlled infusion-DISE (TCI-DISE) were recruited from a tertiary academic medical center. SETTING During DISE, 4 positions were utilized: supine position (position 1), head rotation (position 2), mandibular advancement using an OA (position 3), and head rotation with an OA (position 4). METHODS Polysomnography (PSG) data and anthropometric variables during DISE were analyzed. RESULTS Eighty-three patients (65 men and 18 women; mean [standard deviation, SD], 48.5 [11.0] years) who underwent PSG and TCI-DISE were included. The mean (SD) apnea-hypopnea index (AHI) was 35.5 (22.4) events/h. Twenty-three patients had persistent complete concentric velopharyngeal collapse in the supine position, even with concurrent head rotation and OA (position 4). Their mean (SD) AHI was 54.7 (24.6) events/h, significantly higher than that of the 60 patients without such collapse in position 4 (p < .001). Their mean (SD) body mass index (BMI) was 29.0 (4.1) kg/m2 , also significantly higher (p = .005). After adjustment for age, BMI, tonsil size, and tongue position, the degree of velum and tongue base obstruction was significantly associated with sleep apnea severity in positions 2, 3, and 4. CONCLUSION We showed the feasibility, safety, and usefulness of using simple edge-to-edge, reusable OA in DISE. Patients who are not responsive to head rotation and OA during TCI-DISE may need upper airway surgery and/or weight control.
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Affiliation(s)
- Hung-Che Lin
- Department of Otolaryngology-Head and Neck Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan, Republic of China
- Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei, Taiwan, Republic of China
| | - Chih-Hung Wang
- Department of Otolaryngology-Head and Neck Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan, Republic of China
- Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei, Taiwan, Republic of China
| | - Terry B J Kuo
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan, Republic of China
- Sleep Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan, Republic of China
- Brain Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan, Republic of China
- Department of Education and Research, Taipei City Hospital, Taipei, Taiwan, Republic of China
- Clinical Research Center, Taoyuan Psychiatric Center Ministry of Health and Welfare, Taoyuan, Taiwan, Republic of China
| | - Cheryl C H Yang
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan, Republic of China
- Sleep Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan, Republic of China
- Brain Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan, Republic of China
- Department of Education and Research, Taipei City Hospital, Taipei, Taiwan, Republic of China
| | - Jih-Chin Lee
- Department of Otolaryngology-Head and Neck Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan, Republic of China
| | - Feng-Shiang Chiu
- Department of Otolaryngology-Head and Neck Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan, Republic of China
| | - Yi Chang
- Department of Anesthesiology, Shin Kong Wu Ho-Su Memorial Hospital, Taipei, Taiwan, Republic of China
| | | | - Chi-Ming Chu
- Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei, Taiwan, Republic of China
- School of Public Health, National Defense Medical Center, Taipei, Taiwan, Republic of China
- Big Data Research Center, College of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan
- Department of Public Health, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China
- Department of Public Health, China Medical University, Taichung, Taiwan, Republic of China
| | - Ying-Shuo Hsu
- Institute of Brain Science, National Yang Ming Chiao Tung University, Taipei, Taiwan, Republic of China
- Sleep Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan, Republic of China
- Department of Otolaryngology, Shin Kong Wu-Ho-Su Memorial Hospital, Taipei, Taiwan, Republic of China
- School of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan, Republic of China
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Wickwire EM, Albrecht JS. Occult, undiagnosed obstructive sleep apnea increases risk of depression among a national sample of older adult Medicare beneficiaries. Sleep Health 2023; 9:532-536. [PMID: 37380592 DOI: 10.1016/j.sleh.2023.05.008] [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: 12/02/2022] [Revised: 04/17/2023] [Accepted: 05/10/2023] [Indexed: 06/30/2023]
Abstract
STUDY OBJECTIVES To determine the association between occult, undiagnosed obstructive sleep apnea and incident depression among a nationally representative sample of older adult Medicare beneficiaries. METHODS Our data source was a random 5% sample of Medicare administrative claims data for the years 2006-2013. Occult, undiagnosed obstructive sleep apnea was defined as the 12-month period preceding receipt of one or more International Classification of Disease, Version 9, Clinical Modification diagnostic codes for obstructive sleep apnea. To determine the effect of obstructive sleep apnea on incident depression, beneficiaries with undiagnosed obstructive sleep apnea were matched on index date to a random sample of nonsleep disordered controls (ie, individuals without evidence of sleep-related testing, diagnosis, or treatment). After excluding beneficiaries with preexisting depression, the risk of depression was modeled as a function of occult, undiagnosed obstructive sleep apnea status over the 12months prior to obstructive sleep apnea diagnosis using log-binomial regression. Covariates were balanced between groups using inverse probability of treatment weights. RESULTS The final sample included 21,116 beneficiaries with occult, undiagnosed obstructive sleep apnea and 237,375 nonsleep disordered controls. In adjusted models, beneficiaries with occult, undiagnosed obstructive sleep apnea demonstrated a significantly higher risk of depression during the year prior to obstructive sleep apnea diagnosis (risk ratio 3.19; 95% confidence interval 3.00, 3.39). CONCLUSIONS In this national study of Medicare beneficiaries and relative to nonsleep disordered controls, occult, undiagnosed obstructive sleep apnea was associated with a significantly higher risk for incident depression.
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Affiliation(s)
- Emerson M Wickwire
- Sleep Disorders Center, Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA; Department of Psychiatry, University of Maryland School of Medicine, Baltimore, Maryland, USA.
| | - Jennifer S Albrecht
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
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Gruenberg E, Cooper J, Zamora T, Stepnowsky C, Vahabzadeh-Hagh AM, Malhotra A, Nokes B. Beyond CPAP: modifying upper airway output for the treatment of OSA. Front Neurol 2023; 14:1202271. [PMID: 37545734 PMCID: PMC10403235 DOI: 10.3389/fneur.2023.1202271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Accepted: 06/12/2023] [Indexed: 08/08/2023] Open
Abstract
Obstructive Sleep Apnea (OSA) is exceedingly common but often under-treated. Continuous positive airway pressure (CPAP) has long been considered the gold standard of OSA therapy. Limitations to CPAP therapy include adherence and availability. The 2021 global CPAP shortage highlighted the need to tailor patient treatments beyond CPAP alone. Common CPAP alternative approaches include positional therapy, mandibular advancement devices, and upper airway surgery. Upper airway training consists of a variety of therapies, including exercise regimens, external neuromuscular electrical stimulation, and woodwind instruments. More invasive approaches include hypoglossal nerve stimulation devices. This review will focus on the approaches for modifying upper airway muscle behavior as a therapeutic modality in OSA.
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Affiliation(s)
- Eli Gruenberg
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of California, San Diego, La Jolla, CA, United States
| | - Jessica Cooper
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of California, San Diego, La Jolla, CA, United States
| | - Tania Zamora
- Health Services Research and Development, Veteran's Affairs (VA) San Diego Healthcare System, San Diego, CA, United States
| | - Carl Stepnowsky
- Health Services Research and Development, Veteran's Affairs (VA) San Diego Healthcare System, San Diego, CA, United States
| | - Andrew M. Vahabzadeh-Hagh
- Department of Otolaryngology—Head and Neck Surgery, University of California, San Diego, La Jolla, CA, United States
| | - Atul Malhotra
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of California, San Diego, La Jolla, CA, United States
| | - Brandon Nokes
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of California, San Diego, La Jolla, CA, United States
- Sleep Section at the Veteran's Affairs (VA) San Diego Healthcare System, San Diego, CA, United States
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Kirk J, Wickwire EM, Somers VK, Johnson DA, Albrecht JS. Undiagnosed obstructive sleep apnea increases risk of hospitalization among a racially diverse group of older adults with comorbid cardiovascular disease. J Clin Sleep Med 2023; 19:1175-1181. [PMID: 36803353 PMCID: PMC10315599 DOI: 10.5664/jcsm.10526] [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: 10/13/2022] [Revised: 02/15/2023] [Accepted: 02/15/2023] [Indexed: 02/23/2023]
Abstract
STUDY OBJECTIVES Undiagnosed obstructive sleep apnea (OSA) is associated with increased risk for subsequent cardiovascular events, hospitalizations, and mortality. The primary objective of this study was to determine the association between undiagnosed OSA and subsequent hospitalizations among older adults with preexisting cardiovascular disease (CVD). A secondary objective was to determine the risk of 30-day hospital readmission associated with undiagnosed OSA among older adults with CVD. METHODS This was a retrospective cohort study of a 5% sample of Medicare administrative claims data for years 2006-2013. Beneficiaries aged 65 years and older diagnosed with CVD were included. Undiagnosed OSA was defined as the 12-month period prior to OSA diagnosis. A similar 12-month period among beneficiaries not diagnosed with OSA was used for the comparison group (no OSA). Our primary outcome was the first all-cause hospital admission. Among beneficiaries with a hospital admission, 30-day readmission was assessed for the first hospital admission only. RESULTS Among 142,893 beneficiaries diagnosed with CVD, 19,390 had undiagnosed OSA. Among beneficiaries with undiagnosed OSA, 9,047 (46.7%) experienced at least 1 hospitalization whereas 27,027 (21.9%) of those without OSA experienced at least 1 hospitalization. Following adjustment, undiagnosed OSA was associated with increased risk of hospitalization (odds ratio 1.82; 95% confidence interval 1.77, 1.87) relative to no OSA. Among beneficiaries with ≥ 1 hospitalization, undiagnosed OSA was associated with a smaller but significant effect in weighted models (odds ratio 1.18; 95% confidence interval 1.09, 1.27). CONCLUSIONS Undiagnosed OSA was associated with significantly increased risk of hospitalization and 30-day readmissions among older adults with preexisting CVD. CITATION Kirk J, Wickwire EM, Somers VK, Johnson DA, Albrecht JS. Undiagnosed obstructive sleep apnea increases risk of hospitalization among a racially diverse group of older adults with comorbid cardiovascular disease. J Clin Sleep Med. 2023;19(7):1175-1181.
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Affiliation(s)
- Jennifer Kirk
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland
| | - Emerson M. Wickwire
- Sleep Disorders Center, Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, Maryland
| | - Virend K. Somers
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota
| | - Dayna A. Johnson
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Jennifer S. Albrecht
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland
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Glick DR, Abariga SA, Thomas I, Shipper AG, Gunia BC, Grandner MA, Rosenberg E, Hines SE, Capaldi V, Collen J, Wickwire EM. Economic Impact of Insufficient and Disturbed Sleep in the Workplace. PHARMACOECONOMICS 2023; 41:771-785. [PMID: 36933184 DOI: 10.1007/s40273-023-01249-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 02/02/2023] [Indexed: 06/01/2023]
Abstract
OBJECTIVE Insufficient and disturbed sleep are associated with significant morbidity among working-age adults. Poor sleep results in negative health outcomes and increases economic costs to employers. The current systematic review surveyed the peer-reviewed scientific literature and aggregated scientific evidence of sleep-related economic burdens borne by employers. METHODS A systematic review was performed to identify peer-reviewed, English language studies evaluating the economic impact of insufficient and disturbed sleep among adult employee populations. An exhaustive literature search was performed using keywords related to sleep, economics, and the workplace. Included were scientific studies (randomized controlled trials, cohort and case control studies, cross-sectional and longitudinal studies) examining specific employee populations with relevant sleep and economic outcomes. Each included study was evaluated for risk of bias and relevant data was extracted and summarized. RESULTS Sleep problems among employee populations are associated with worsened workplace outcomes, such as presenteeism, absenteeism, and accidents. Sleep problems also increased costs to employers, ranging from US$322 to US$1967 per employee. Interventions to improve sleep, such as the use of blue-light filtering glasses, strategic shift scheduling, and targeted interventions to treat insomnia, may improve workplace outcomes and reduce costs. CONCLUSIONS This review synthesizes the existing data regarding the negative impacts of insufficient and disturbed sleep on the workplace, suggesting that employers have an economic stake in their employees' sleep. TRIAL REGISTRATION PROSPERO: CRD42021224212.
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Affiliation(s)
- Danielle R Glick
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Sleep Disorders Center, University of Maryland School of Medicine, 100 N Greene St, 2nd Floor, Baltimore, MD, 21201, USA.
| | - Samuel A Abariga
- Department of Epidemiology & Biostatistics, School of Public Health, SUNY Downstate Health Sciences University, New York, NY, USA
| | - Irine Thomas
- University of Maryland School of Medicine, Baltimore, MD, USA
| | - Andrea G Shipper
- Health Sciences and Human Services Library, University of Maryland, Baltimore, MD, USA
- Charles Library, Temple University, Philadelphia, PA, USA
| | - Brian C Gunia
- Carey Business School, Johns Hopkins University, Baltimore, MD, USA
| | - Michael A Grandner
- Sleep and Health Research Program, Department of Psychiatry, University of Arizona College of Medicine, Tucson, Tucson, AZ, USA
| | | | - Stella E Hines
- Division of Occupational and Environmental Medicine, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Vincent Capaldi
- Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Jacob Collen
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Emerson M Wickwire
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Sleep Disorders Center, University of Maryland School of Medicine, 100 N Greene St, 2nd Floor, Baltimore, MD, 21201, USA
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA
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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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Fang Y, Su J, Zhang B, Zhao C, Ji L, Liang F, Wang Z, Hao J, Meng Y, Wei B, Huang Y, Dai L, Ouyang S. Autoantibodies of inflammatory cytokines as serum biomarkers in OSA patients. Clin Chim Acta 2023:117399. [PMID: 37217113 DOI: 10.1016/j.cca.2023.117399] [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: 11/16/2022] [Revised: 05/15/2023] [Accepted: 05/19/2023] [Indexed: 05/24/2023]
Abstract
As many as 90% of patients with obstructive sleep apnea (OSA) may be undiagnosed. It is necessary to explore the potential value of autoantibodies against CRP, IL-6, IL-8 and TNF-α in the diagnosis of OSA. ELISA was performed to detect the level of autoantibodies against CRP, IL-6, IL-8 and TNF-α in sera from 264 OSA patients and 231 normal controls (NCs). The expression level of autoantibodies against CRP, IL-6 and IL-8 in OSA were significantly higher than that in NC while the level of anti-TNF-α was lower in OSA than that in NC. The per SD increment of anti-CRP, anti-IL-6 and anti-IL-8 autoantibodies were significantly associated with a 430%, 100% and 31% higher risk for OSA, respectively. The AUC of anti-CRP was 0.808 (95% CI: 0.771-0.845) when comparing OSA with NC, while the AUC increased to 0.876 (95% CI: 0.846-0.906) combining four autoantibodies. For discrimination of severe OSA versus NC and non-severe OSA versus NC, the AUC for four autoantibodies combination was 0.885 (95% CI: 0.851-0.918) and 0.876 (95% CI: 0.842-0.913). This study revealed the association between autoantibodies against inflammatory factors and OSA, and the combination of autoantibodies against CRP, IL-6, IL-8 and TNF-α may function as novel biomarker for monitoring the presence of OSA.
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Affiliation(s)
- Yifei Fang
- Department of Respiratory and Sleep Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Jiao Su
- Department of Respiratory and Sleep Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Binglu Zhang
- Department of Respiratory and Sleep Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Chunling Zhao
- Department of Respiratory and Sleep Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Longtao Ji
- Henan Institute of Medical and Pharmaceutical Sciences & Henan Key Medical Laboratory of Tumor Molecular Biomarkers, Zhengzhou University, Zhengzhou 450052, Henan, China; BGI College, Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Feifei Liang
- Henan Institute of Medical and Pharmaceutical Sciences & Henan Key Medical Laboratory of Tumor Molecular Biomarkers, Zhengzhou University, Zhengzhou 450052, Henan, China; BGI College, Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Zhi Wang
- Henan Institute of Medical and Pharmaceutical Sciences & Henan Key Medical Laboratory of Tumor Molecular Biomarkers, Zhengzhou University, Zhengzhou 450052, Henan, China; BGI College, Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Jimin Hao
- Department of Respiratory and Sleep Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Yang Meng
- Department of Respiratory and Sleep Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Beilei Wei
- Department of Respiratory and Sleep Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Yuyang Huang
- Department of Respiratory and Sleep Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Liping Dai
- Henan Institute of Medical and Pharmaceutical Sciences & Henan Key Medical Laboratory of Tumor Molecular Biomarkers, Zhengzhou University, Zhengzhou 450052, Henan, China; BGI College, Zhengzhou University, Zhengzhou 450052, Henan, China.
| | - Songyun Ouyang
- Department of Respiratory and Sleep Medicine, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China.
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A Concise Review of Polysomnography and Obstructive Sleep Apnea for the Neurophysiologist. J Clin Neurophysiol 2023; 40:191-197. [PMID: 36872497 DOI: 10.1097/wnp.0000000000000935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2023] Open
Abstract
SUMMARY Sleep as an electrical phenomenon in the brain was first recorded in 1875. Over the next 100 years, recordings of sleep evolved into modern-day polysomnography, which includes not only electroencephalography but also combinations of electro-oculography, electromyography, nasal pressure transducers, oronasal airflow monitors, thermistors, respiratory inductance plethysmography, and oximetry. The most common usage of polysomnography is to identify obstructive sleep apnea (OSA). Research has demonstrated that subjects with OSA have distinctive patterns detected by EEG. The evidence indicates that increased slow activity is seen in both sleep and wake for subjects with OSA and that these changes are reversible with treatment. This article reviews normal sleep, changes in sleep that result from OSA, and the effect that treatment of OSA via continuous positive airway pressure therapy has on normalizing the EEG. A review of alternative OSA treatment options is included, although their effects on EEG in OSA patients have not been studied.
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Facco FL, Wolsk J, Patel SR, Hubel C, Gallaher M, Cashmere JD, Wisniewski S. A trial of positive airway pressure for the treatment of sleep apnea in pregnancy. Am J Obstet Gynecol MFM 2023; 5:100840. [PMID: 36563879 DOI: 10.1016/j.ajogmf.2022.100840] [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: 10/25/2022] [Revised: 12/07/2022] [Accepted: 12/14/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND The pathophysiology of obstructive sleep apnea in pregnancy remains poorly understood and studies examining the effect of treatment with positive airway pressure on pregnancy have been limited. OBJECTIVE This study aimed to perform a randomized controlled trial of positive airway pressure treatment for obstructive sleep apnea in pregnancy. STUDY DESIGN Participants with a body mass index ≥30 kg/m2 underwent polysomnography at 14 to 20 weeks' gestation (visit 1) and those with obstructive sleep apnea (apnea-hypopnea index ≥5 but <50) were enrolled. In phase 1, participants were randomized to autotitrating positive airway pressure vs sham positive airway pressure; in phase 2, the sham arm was replaced with a sleep hygiene control. Participants returned at 28 to 31 weeks' gestation (visit 2). The mean arterial blood pressure, uterine artery Doppler pulsatility index, endoglin, soluble FMS-like tyrosine kinase 1 levels, and placental growth factor levels were measured, as well as fasting glucose and insulin to calculate insulin resistance (homeostatic model assessment for insulin resistance). The primary outcome was a composite of the uterine artery Doppler pulsatility index, soluble FMS-like tyrosine kinase 1 to placental growth factor ratio, and the homeostatic model assessment for insulin resistance. For secondary analyses, each outcome variable was analyzed independently. Adherence to treatment was examined. RESULTS A total of 241 participants completed visit 1, and 89 (37%) had an apnea-hypopnea index between 5 and 50. Of the those, 51 participants were randomized in phase 1 and 38 in phase 2. There was no significant difference in our primary outcome by treatment group. In secondary analyses, the uterine artery Doppler pulsatility index was lower in participants on autotitrating positive airway pressure when compared with sleep hygiene controls. Otherwise, there were no differences in the mean arterial blood pressure, angiogenic markers, or metabolic markers in phase 1, phase 2, or across the entire study. The overall adherence to autotitrating positive airway pressure therapy was low, but the mean use was greater in phase 2 (0.3±0.6 hours/night vs 1.3±2.3 hours/night; P=.10). For those on active therapy, fasting glucose values decreased as adherence increased. CONCLUSION This randomized controlled trial of autotitrating positive airway pressure in pregnancy did not find any differences in a composite primary cardiometabolic risk profile between the treatment groups. Higher autotitrating positive airway pressure adherence was associated with lower fasting glucose levels. The use of a sham positive airway pressure control arm in phase1 may have negatively impacted adherence to active treatment.
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Affiliation(s)
- Francesca L Facco
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh, Pittsburgh, PA (Drs Facco and Hubel).
| | - Jennifer Wolsk
- Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA (Ms Wolsk and Dr Wisniewski)
| | - Sanjay R Patel
- Division of Pulmonary Allergy and Critical Care Medicine, Center for Sleep and Cardiovascular Outcomes Research, University of Pittsburgh, Pittsburgh, PA (Dr Patel)
| | - Carl Hubel
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh, Pittsburgh, PA (Drs Facco and Hubel); Magee-Womens Research Institute, Pittsburgh, PA (Dr Hubel and Ms Gallaher)
| | - Marcia Gallaher
- Magee-Womens Research Institute, Pittsburgh, PA (Dr Hubel and Ms Gallaher)
| | - J David Cashmere
- University of Pittsburgh Medical Center, Pittsburgh, PA (Mr Cashmere)
| | - Stephen Wisniewski
- Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA (Ms Wolsk and Dr Wisniewski)
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40
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Meal Timing and Sleeping Energy Metabolism. Nutrients 2023; 15:nu15030763. [PMID: 36771468 PMCID: PMC9919906 DOI: 10.3390/nu15030763] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 01/27/2023] [Accepted: 01/30/2023] [Indexed: 02/05/2023] Open
Abstract
There is a physiological link between sleep and eating. Insufficient sleep is a risk factor for overeating and excess body weight gain, and molecules such as orexin and insulin play a role in the control of sleep and energy intake. The effects of dietary timing on sleep and energy metabolism were examined in this review. First, we examined sleep energy metabolism and sleep quality under time-restricted eating, including skipping breakfast or dinner. Second, the mechanisms, benefits, and translational potential of the effects of time-restricted diets on sleep were discussed. Time-restricted eating under controlled conditions, in which daily caloric intake was kept constant, affected the time course of energy metabolism but did not affect total energy expenditure over 24 h. In free-living conditions, time-restricted eating for extended durations (4-16 weeks) decreased energy intake and body weight, and the effects of early time-restricted eating were greater than that of midday time-restricted eating. Although assessment of sleep by polysomnographic recording remains to be performed, no negative effects on the subjective quality of sleep have been observed.
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Onanga M, Joanny S, Rivals I, Perger E, Arnulf I, Redolfi S, Sevoz-Couche C. Screening of obstructive sleep apnea syndrome by the deep breathing technique. J Clin Sleep Med 2023; 19:293-302. [PMID: 36148620 PMCID: PMC9892745 DOI: 10.5664/jcsm.10314] [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: 06/28/2022] [Revised: 09/20/2022] [Accepted: 09/20/2022] [Indexed: 02/04/2023]
Abstract
STUDY OBJECTIVES Obstructive sleep apnea syndrome (OSAS) is associated with alterations in heart rate variability (HRV) in relation to chronic autonomic dysfunction. We tested the ability of the deep breathing technique-a simple way to evaluate HRV-to identify patients with OSAS. METHODS Consecutive patients referred for suspected OSAS (without obesity, diabetes, and heart diseases) were included. They underwent a measure of HRV at rest and of heart rate oscillations during expiration vs inspiration (DeltaHRDB) when breathing deeply at the resonant frequency of 6 cycles per minute (deep breathing technique) while sitting awake, followed by a nighttime polysomnography. We measured DeltaHRDB and performed temporal and spectral HRV analysis. RESULTS Of 31 included participants (77% male), 14 had mild to moderate OSAS (apnea-hypopnea index median [IQR]: 18 [12]) and 17 had no OSAS. The conventional HRV analysis did not reveal any difference between the groups with vs without OSAS. However, the DeltaHRDB was lower in those with than without OSAS. Lower DeltaHRDB correlated with higher apnea-hypopnea index, arousal index, and desaturation degree. A DeltaHRDB below 11 beats per minute (bpm) predicted OSAS with a sensitivity of 100% and specificity of 86%. CONCLUSIONS The deep breathing technique accurately identifies a reduction in cardiac changes in patients with mild to moderate OSAS. It could be used as a simple screening tool to select patients for polysomnography. CITATION Onanga M, Joanny S, Rivals I, et al. Screening of obstructive sleep apnea syndrome by the deep breathing technique. J Clin Sleep Med. 2023;19(2):293-302.
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Affiliation(s)
- Mwetty Onanga
- Assistance Publique- Hôpitaux de Paris (APHP), Groupe Hospitalier Universitaire APHP–Sorbonne Université, site Pitié-Salpêtrière, Service des Pathologies du Sommeil (Département R3S), Paris, France
| | - Sarah Joanny
- Assistance Publique- Hôpitaux de Paris (APHP), Groupe Hospitalier Universitaire APHP–Sorbonne Université, site Pitié-Salpêtrière, Service des Pathologies du Sommeil (Département R3S), Paris, France
| | - Isabelle Rivals
- Sorbonne Université, Institut National de la Santé et de la Recherche Médicale (INSERM), UMRS1158, Neurophysiologie Respiratoire Expérimentale et Clinique, Paris, France
- Equipe de Statistique Appliquée, École supérieure de physique et de chimie industrielles de la ville de Paris (ESPCI), Paris, Paris Sciences et Lettres (PSL) Research University, Paris, France
| | - Elisa Perger
- Assistance Publique- Hôpitaux de Paris (APHP), Groupe Hospitalier Universitaire APHP–Sorbonne Université, site Pitié-Salpêtrière, Service des Pathologies du Sommeil (Département R3S), Paris, France
| | - Isabelle Arnulf
- Assistance Publique- Hôpitaux de Paris (APHP), Groupe Hospitalier Universitaire APHP–Sorbonne Université, site Pitié-Salpêtrière, Service des Pathologies du Sommeil (Département R3S), Paris, France
- Sorbonne Université, Pitié Salpêtrière Hospital, Institut du Cerveau et de la Moelle, Paris, France
| | - Stefania Redolfi
- Assistance Publique- Hôpitaux de Paris (APHP), Groupe Hospitalier Universitaire APHP–Sorbonne Université, site Pitié-Salpêtrière, Service des Pathologies du Sommeil (Département R3S), Paris, France
- Sorbonne Université, Institut National de la Santé et de la Recherche Médicale (INSERM), UMRS1158, Neurophysiologie Respiratoire Expérimentale et Clinique, Paris, France
| | - Caroline Sevoz-Couche
- Sorbonne Université, Institut National de la Santé et de la Recherche Médicale (INSERM), UMRS1158, Neurophysiologie Respiratoire Expérimentale et Clinique, Paris, France
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Park SI, Kim BK, Lee KE, Hong SD, Jung YG, Kim HY. Predictors for short-term and long-term automatic PAP compliance. J Clin Sleep Med 2023; 19:17-26. [PMID: 35962941 PMCID: PMC9806787 DOI: 10.5664/jcsm.10236] [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: 03/26/2022] [Revised: 08/06/2022] [Accepted: 08/09/2022] [Indexed: 01/07/2023]
Abstract
STUDY OBJECTIVES Positive airway pressure (PAP) is considered a standard treatment for obstructive sleep apnea (OSA), but there are compliance issues. As compliance to PAP tends to decrease with time, it is necessary to consider reasons affecting compliance at each period. Therefore, this study aimed to define factors affecting short-term and long-term compliance to PAP therapy. METHODS One hundred eighty-seven patients with OSA who started PAP treatment between July 2018 to March 2020 were included. Acceptance and compliance rates were monitored. Demographics, polysomnography (PSG) profiles, cephalometric data, and physical examination results were analyzed to identify factors predictive of PAP compliance at short-term (3 months) and long-term (12 months) periods. RESULTS The acceptance rate of PAP was 92.5%. Compliance at 3 months and 12 months was 79.1% and 51.3%, respectively. Higher apnea-hypopnea index (odds ratio [OR] 1.018, P = .049) and older age (OR 1.032, P = .039) were predictive factors of good automatic PAP (APAP) compliance at 3 months. However, long-term compliance was affected by the percentage of duration with O2 desaturation of < 90% (CT90; OR 1.032, P = .011) and baseline self-reported symptom scores such as nasal obstruction (OR 0.819, P = .038) and awakening (OR 0.796, P = .045). CONCLUSIONS In PAP use, indicators of OSA severity such as apnea-hypopnea index affect short-term compliance. On the other hand, the mandibular plane to hyoid distance and self-reported symptoms such as nasal obstruction and awakening can affect long-term compliance. CITATION Park SI, Kim BK, Lee KE, Hong SD, Jung YG, Kim HY. Predictors for short-term and long-term automatic PAP compliance. J Clin Sleep Med. 2023;19(1):17-26.
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Affiliation(s)
- Song I. Park
- Department of Otorhinolaryngology, Head and Neck Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Byung Kil Kim
- Department of Otorhinolaryngology, Head and Neck Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Kyung Eun Lee
- Department of Otorhinolaryngology, Head and Neck Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Sang Duk Hong
- Department of Otorhinolaryngology, Head and Neck Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Yong Gi Jung
- Department of Otorhinolaryngology, Head and Neck Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Hyo Yeol Kim
- Department of Otorhinolaryngology, Head and Neck Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
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Gnanenthiran SR, Webster R, Silva AD, Maulik PK, Salam A, Selak V, Guggilla RK, Schutte AE, Patel A, Rodgers A. Reduced efficacy of blood pressure lowering drugs in the presence of diabetes mellitus-results from the TRIUMPH randomised controlled trial. Hypertens Res 2023; 46:128-135. [PMID: 36229537 DOI: 10.1038/s41440-022-01051-7] [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: 08/15/2022] [Revised: 09/08/2022] [Accepted: 09/19/2022] [Indexed: 02/03/2023]
Abstract
We investigated whether diabetes mellitus (DM) affects the efficacy of a low-dose triple combination pill and usual care among people with mild-moderate hypertension. TRIUMPH (TRIple pill vs Usual care Management for Patients with mild-to-moderate Hypertension) was a randomised controlled open-label trial of patients requiring initiation or escalation of antihypertensive therapy. Patients were randomised to a once-daily low-dose triple combination polypill (telmisartan-20mg/amlodipine-2.5 mg/chlorthalidone-12.5 mg) or usual care. This analysis compared BP reduction in people with and without DM, both in the intervention and control groups over 24-week follow-up. Predicted efficacy of prescribed therapy was calculated (estimation methods of Law et al.). The trial randomised 700 patients (56 ± 11 yrs, 31% DM). There was no difference in the number of drugs prescribed or predicted efficacy of therapy between people with DM and without DM. However, the observed BP reduction from baseline to week 24 was lower in those with DM compared to non-diabetics in both the triple pill (25/11 vs 31/15 mmHg, p ≤ 0.01) and usual care (17/7 vs 22/11 mmHg, p ≤ 0.01) groups, and these differences remained after multivariable adjustment. DM was a negative predictor of change in BP (β-coefficient -0.08, p = 0.02). In conclusion, patients with DM experienced reduced efficacy of BP lowering therapies as compared to patients without DM, irrespective of the type of BP lowering therapy received.
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Affiliation(s)
- Sonali R Gnanenthiran
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
| | - Ruth Webster
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
- School of Population Health, UNSW, Sydney, Australia
| | - Asita de Silva
- Clinical Trials Unit, Department of Pharmacology, Faculty of Medicine, University of Kelaniya, Kelaniya, Sri Lanka
| | | | - Abdul Salam
- The George Institute for Global Health, Hyderabad, India
| | - Vanessa Selak
- Department of Epidemiology and Biostatistics, University of Auckland, Auckland, New Zealand
| | - Rama K Guggilla
- Department of Population Medicine and Lifestyle Diseases Prevention, Faculty of Medicine with the Division of Dentistry and Division of Medical Education in English, Medical University of Bialystok, Bialystok, Poland
| | - Aletta E Schutte
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
| | - Anushka Patel
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
| | - Anthony Rodgers
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia.
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Romero-Peralta S, García-Rio F, Resano Barrio P, Izquierdo Alonso JL, Viejo-Ayuso ME, Mediano San Andrés R, Silgado Martínez L, Álvarez Balado L, Naval JC, Fernández Francés J, Mediano O. Defining the Profile of Obstructive Sleep Apnea in Women Compared to Men. J Womens Health (Larchmt) 2022; 31:1782-1790. [PMID: 36166468 DOI: 10.1089/jwh.2021.0659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Background: The importance of understanding the presentation of obstructive sleep apnea (OSA) in women has been increasingly recognized. Although there is some insight that there are significant differences in presentation between women and men, the consequences of such differences, particularly for treatment have not yet been fully identified. Thus, the objective of this study was to determine the phenotype of OSA in women. Materials and Methods: Study of a population-based clinical cohort of 2022 patients with OSA confirmed by polygraphy or polysomnography (apnea-hypopnea index [AHI] >5/hour). Comorbidities, symptoms, physical examination, current medical treatments, and sleep parameters were recorded. Results: A total of 709 women and 1313 men were included in this study. After adjustment for anthropometric characteristics, morphological alterations, and previous treatment, women were found to have lower AHI values (25.3 ± 1.2 vs. 35.0 ± 0.9; p < 0.001), desaturation index (24.4 ± 1.2 vs. 33.2 ± 0.9; p < 0.001), and saturation time <90% (18.8 ± 1.3 vs. 24.1 ± 1.0; p < 0.001) compared with men. Furthermore, women had a lower risk of witnessed apnea (odds ratio adjusted [ORa] for baseline characteristics and sleep parameters), (ORa: 0.53, 95% confidence interval [CI]: 0.40-0.71), reduced sensation of restful sleep (ORa: 0.50, 95% CI: 0.38-0.66), greater fatigue (ORa: 2.68, 95% CI: 1.86-3.86), headache (ORa: 3.00, 95% CI: 2.26-3.97), memory disorders (ORa: 1.836, 95% CI: 1.40-2.41), insomnia (ORa: 2.09, 95% CI: 1.50-2.93), and excessive daytime sleepiness (ORa: 1.41, 95% CI: 1.03-1.92), with interference in their daily activities (ORa: 1.54, 95% CI: 1.17-2.03). Likewise, after adjustment for anthropometric characteristics and sleep parameters, women also showed higher risk of depression (ORa: 4.31, 95% CI: 3.15-5.89) and anxiety (ORa: 3.18, 95% CI: 2.38-4.26). Conclusions: Our findings suggest that women present a specific OSA phenotype, with a probable implication for clinical, diagnostic, and therapeutic management.
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Affiliation(s)
- Sofia Romero-Peralta
- Sleep Unit, Pneumology Service, University Hospital of Guadalajara, Guadalajara, Spain.,Sleep Research Institute, Madrid, Spain
| | - Francisco García-Rio
- Pneumology Service, Hospital Universitario La Paz, IdiPAZ, Madrid, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain
| | - Pilar Resano Barrio
- Sleep Unit, Pneumology Service, University Hospital of Guadalajara, Guadalajara, Spain
| | - Jose Luis Izquierdo Alonso
- Sleep Unit, Pneumology Service, University Hospital of Guadalajara, Guadalajara, Spain.,Department of Medicine and Specialties, University of Alcalá, Madrid, Spain
| | | | | | | | | | - Jorge Castelao Naval
- Sleep Unit, Pneumology Service, University Hospital of Guadalajara, Guadalajara, Spain
| | | | - Olga Mediano
- Sleep Unit, Pneumology Service, University Hospital of Guadalajara, Guadalajara, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Madrid, Spain.,Department of Medicine and Specialties, University of Alcalá, Madrid, Spain
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Paschou SA, Bletsa E, Saltiki K, Kazakou P, Kantreva K, Katsaounou P, Rovina N, Trakada G, Bakakos P, Vlachopoulos CV, Psaltopoulou T. Sleep Apnea and Cardiovascular Risk in Patients with Prediabetes and Type 2 Diabetes. Nutrients 2022; 14:nu14234989. [PMID: 36501019 PMCID: PMC9741445 DOI: 10.3390/nu14234989] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Revised: 11/19/2022] [Accepted: 11/21/2022] [Indexed: 11/25/2022] Open
Abstract
Obstructive sleep apnea (OSA) is a common but largely undiagnosed clinical condition, which is turning into a serious public health issue. Of note is that its prevalence is gradually increasing in parallel with the obesity and type 2 diabetes mellitus (T2DM) epidemics. The aim of this article is to comprehensively review the literature in order to evaluate the cardiovascular (CV) risk among patients with OSA and prediabetes or T2DM. OSA seems to be an independent risk factor for the development as well as the progression of T2DM, whereas it is associated with T2DM-related macrovascular and microvascular complications. OSA may also act as a potential risk factor for the presentation and development of CV disease, such as hypertension, coronary artery disease, heart failure, pulmonary hypertension, atrial fibrillation and other cardiac arrythmias, as well as stroke. OSA and T2DM also share common pathophysiological mechanisms leading to atherosclerosis. Considering that the coexistence of OSA and T2DM is an independent and cumulative risk factor for CV mortality, more so than the two diseases separately, clinicians and healthcare professionals should be aware of and screen for OSA in patients with T2DM. Notably, targeted therapy for both conditions seems to substantially improve CV prognosis.
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Affiliation(s)
- Stavroula A. Paschou
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
- Correspondence:
| | - Evanthia Bletsa
- 3rd Department of Cardiology, Sotiria Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Katerina Saltiki
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | - Paraskevi Kazakou
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | - Kanella Kantreva
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | - Paraskevi Katsaounou
- 1st Department of Critical Care Medicine, Evangelismos Hospital, School of Medicine, National and Kapodistrian University of Athens, 10676 Athens, Greece
| | - Nikoletta Rovina
- 1st Department of Respiratory Medicine, Sotiria Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Georgia Trakada
- Respiratory Medicine Unit, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
| | - Petros Bakakos
- 1st Department of Respiratory Medicine, Sotiria Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Charalambos V. Vlachopoulos
- 1st Department of Cardiology, Hippokration Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Theodora Psaltopoulou
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, 11528 Athens, Greece
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Quah B, Sng TJH, Yong CW, Wen Wong RC. Orthognathic Surgery for Obstructive Sleep Apnea. Oral Maxillofac Surg Clin North Am 2022; 35:49-59. [DOI: 10.1016/j.coms.2022.06.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Shobatake R, Ota H, Takahashi N, Ueno S, Sugie K, Takasawa S. The Impact of Intermittent Hypoxia on Metabolism and Cognition. Int J Mol Sci 2022; 23:12957. [PMID: 36361741 PMCID: PMC9654766 DOI: 10.3390/ijms232112957] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 10/15/2022] [Accepted: 10/23/2022] [Indexed: 11/29/2022] Open
Abstract
Intermittent hypoxia (IH), one of the primary pathologies of sleep apnea syndrome (SAS), exposes cells throughout the body to repeated cycles of hypoxia/normoxia that result in oxidative stress and systemic inflammation. Since SAS is epidemiologically strongly correlated with type 2 diabetes/insulin resistance, obesity, hypertension, and dyslipidemia included in metabolic syndrome, the effects of IH on gene expression in the corresponding cells of each organ have been studied intensively to clarify the molecular mechanism of the association between SAS and metabolic syndrome. Dementia has recently been recognized as a serious health problem due to its increasing incidence, and a large body of evidence has shown its strong correlation with SAS and metabolic disorders. In this narrative review, we first outline the effects of IH on the expression of genes related to metabolism in neuronal cells, pancreatic β cells, hepatocytes, adipocytes, myocytes, and renal cells (mainly based on the results of our experiments). Next, we discuss the literature regarding the mechanisms by which metabolic disorders and IH develop dementia to understand how IH directly and indirectly leads to the development of dementia.
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Affiliation(s)
- Ryogo Shobatake
- Department of Neurology, Nara Medical University, 840 Shijo-cho, Kashihara 634-8522, Japan
- Department of Neurology, Nara City Hospital, 1-50-1 Higashikidera-cho, Nara 630-8305, Japan
- Department of Biochemistry, Nara Medical University, 840 Shijo-cho, Kashihara 634-8521, Japan
| | - Hiroyo Ota
- Department Respiratory Medicine, Nara Medical University, 840 Shijo-cho, Kashihara 634-8522, Japan
| | - Nobuyuki Takahashi
- Department of Neurology, Nara City Hospital, 1-50-1 Higashikidera-cho, Nara 630-8305, Japan
| | - Satoshi Ueno
- Department of Neurology, Nara Medical University, 840 Shijo-cho, Kashihara 634-8522, Japan
| | - Kazuma Sugie
- Department of Neurology, Nara Medical University, 840 Shijo-cho, Kashihara 634-8522, Japan
| | - Shin Takasawa
- Department of Biochemistry, Nara Medical University, 840 Shijo-cho, Kashihara 634-8521, Japan
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Streckenbach B, Osswald M, Malesevic S, Zenobi R, Kohler M. Validating Discriminative Signatures for Obstructive Sleep Apnea in Exhaled Breath. Cells 2022; 11:cells11192982. [PMID: 36230943 PMCID: PMC9563926 DOI: 10.3390/cells11192982] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 09/19/2022] [Accepted: 09/22/2022] [Indexed: 11/16/2022] Open
Abstract
Rapid and reliable tools for the diagnosis and monitoring of obstructive sleep apnea (OSA) are currently lacking. Prior studies using a chemical analysis of exhaled breath have suggested the existence of an OSA-specific metabolic signature. Here, we validated this diagnostic approach and the proposed marker compounds, as well as their potential to reliably diagnose OSA. In this cross-sectional observational study, exhaled breath was analyzed using secondary electrospray ionization high-resolution mass spectrometry. The study cohort included untreated OSA patients, OSA patients treated with continuous positive airway pressure and healthy subjects. The robustness of previously reported OSA markers was validated based on detectability, significant differences between groups (Mann–Whitney U test) and classification performance. The breath analysis of 118 participants resulted in 42 previously reported markers that could be confirmed in this independent validation cohort. Nine markers were significantly increased in untreated OSA compared to treated OSA, with a subset of them being consistent with a previous validation study. An OSA prediction based on the confirmed OSA signature performed with an AUC of 0.80 (accuracy 77%, sensitivity 73% and specificity 80%). As several breath markers were clearly found to be repeatable and robust in this independent validation study, these results underscore the clinical potential of breath analysis for OSA diagnostics and monitoring.
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Affiliation(s)
- Bettina Streckenbach
- ETH Zurich, Department of Chemistry and Applied Biosciences, 8093 Zurich, Switzerland
| | - Martin Osswald
- Department of Pulmonology, University Hospital Zürich, 8091 Zurich, Switzerland
| | - Stefan Malesevic
- Department of Pulmonology, University Hospital Zürich, 8091 Zurich, Switzerland
| | - Renato Zenobi
- ETH Zurich, Department of Chemistry and Applied Biosciences, 8093 Zurich, Switzerland
| | - Malcolm Kohler
- Department of Pulmonology, University Hospital Zürich, 8091 Zurich, Switzerland
- Correspondence:
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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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Ding S, Zhang P, Wang L, Wang D, Sun K, Ma Y, Wang H, Xu C, Zhang R, Zhang X, Wang H, Zhao F, Li X, Ji L, Guo L. Prevalence of obstructive sleep apnoea syndrome in hospitalized patients with type 2 diabetes in Beijing, China. J Diabetes Investig 2022; 13:1889-1896. [PMID: 35778970 PMCID: PMC9623507 DOI: 10.1111/jdi.13868] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 06/06/2022] [Accepted: 06/10/2022] [Indexed: 11/29/2022] Open
Abstract
Aims/Introduction To estimate the prevalence, and patient clinical and demographic profile, as well as risk factors associated with obstructive sleep apnea syndrome (OSAS) in hospitalized patients with type 2 diabetes mellitus in Beijing, China. Materials and Methods Hospitalized adult patients with type 2 diabetes mellitus were consecutively screened and invited for an overnight polysomnography from four hospitals in Beijing, China, from May 2016 to February 2017. We used the American Academy of Sleep Medicine 2012 polysomnography recording techniques and scoring criteria to identify the type of apnea and the severity of OSAS. The χ2‐test was used to evaluate differences between groups regarding the prevalence, and demographic and other clinical parameters. Results A total of 735 patients were found eligible for the study, of whom 309 patients completed the overnight polysomnography. The mean age of the patients was 58.2 ± 10.9 years, and most (67.3%) were men. The prevalence of overall (apnea hypopnea index ≥5/h), moderate‐to‐severe (apnea hypopnea index ≥15/h) and severe (apnea hypopnea index ≥30/h) OSAS was 66.3% (95% confidence interval 60.8–71.6%), 35.6% (95% confidence interval 30.3–41.2%) and 16.5% (95% confidence interval 12.5–21.1%), respectively. Central and mixed apnea contributed 12% to all sleep‐disordered breathing. With the aggravation of OSAS, the combined prevalence for central, mixed and obstructive apnea increased from 57% to 70%. We found OSAS to be associated with older age, obesity, self‐reported snoring and apnea, and diabetes complications. Conclusions Guidelines on screening and treatment of OSAS among hospitalized patients with diabetes are needed to direct the routine practice for diabetes endocrinologists for optimal clinical care of such patients.
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Affiliation(s)
- Shan Ding
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine Chinese Academy of Sciences Beijing P.R. China
| | - Puhong Zhang
- The George Institute for Global Health at Peking University Health Science Center Beijing P.R. China
- Faculty of Medicine University of New South Wales Sydney Australia
| | - Li Wang
- Department of Endocrinology, Xuanwu Hospital Capital Medical University Beijing P.R. China
| | - Du Wang
- The George Institute for Global Health at Peking University Health Science Center Beijing P.R. China
| | - Kaige Sun
- The George Institute for Global Health at Peking University Health Science Center Beijing P.R. China
| | - Yahui Ma
- Department of Endocrinology, Xuanwu Hospital Capital Medical University Beijing P.R. China
| | - Hongbing Wang
- Sleep Center Lab, Beijing Hospital, National Center of Gerontology Beijing P.R. China
| | - Chun Xu
- Department of Endocrinology, The Third Medical Center of Chinese Hospital of People’s Liberation Army Beijing P.R. China
| | - Rui Zhang
- Department of Endocrinology and Metabolism Peking University People’s Hospital No. 11, Xizhimen Nan Da Jie, Xicheng District Beijing China
| | - Xianbo Zhang
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine Chinese Academy of Sciences Beijing P.R. China
| | - Hongyu Wang
- Department of Endocrinology, The Third Medical Center of Chinese Hospital of People’s Liberation Army Beijing P.R. China
| | - Fang Zhao
- The George Institute for Global Health at Peking University Health Science Center Beijing P.R. China
| | - Xian Li
- The George Institute for Global Health at Peking University Health Science Center Beijing P.R. China
| | - Linong Ji
- Department of Endocrinology and Metabolism Peking University People’s Hospital No. 11, Xizhimen Nan Da Jie, Xicheng District Beijing China
| | - Lixin Guo
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine Chinese Academy of Sciences Beijing P.R. China
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