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Araujo-Moura K, Souza L, de Oliveira TA, Rocha MS, De Moraes ACF, Chiavegatto Filho A. Prediction of Hypertension in the Pediatric Population Using Machine Learning and Transfer Learning: A Multicentric Analysis of the SAYCARE Study. Int J Public Health 2025; 70:1607944. [PMID: 40145015 PMCID: PMC11937837 DOI: 10.3389/ijph.2025.1607944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Accepted: 02/25/2025] [Indexed: 03/28/2025] Open
Abstract
Objective To develop a machine learning (ML) model utilizing transfer learning (TL) techniques to predict hypertension in children and adolescents across South America. Methods Data from two cohorts (children and adolescents) in seven South American cities were analyzed. A TL strategy was implemented by transferring knowledge from a CatBoost model trained on the children's sample and adapting it to the adolescent sample. Model performance was evaluated using standard metrics. Results Among children, the prevalence of normal blood pressure was 88.9% (301 participants), while 14.1% (50 participants) had elevated blood pressure (EBP). In the adolescent group, the prevalence of normal blood pressure was 92.5% (284 participants), with 7.5% (23 participants) presenting with EBP. Random Forest, XGBoost, and LightGBM achieved high accuracy (0.90) for children, with XGBoost and LightGBM demonstrating superior recall (0.50) and AUC-ROC (0.74). For adolescents, models without TL showed poor performance, with accuracy and recall values remaining low and AUC-ROC ranging from 0.46 to 0.56. After applying TL, model performance improved significantly, with CatBoost achieving an AUC-ROC of 0.82, accuracy of 1.0, and recall of 0.18. Conclusion Soft drinks, filled cookies, and chips were key dietary predictors of elevated blood pressure, with higher intake in adolescents. Machine learning with transfer learning effectively identified these risks, emphasizing the need for early dietary interventions to prevent hypertension and support cardiovascular health in pediatric populations.
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Affiliation(s)
- Keisyanne Araujo-Moura
- Department of Epidemiology, School of Public Health, University of São Paulo, São Paulo, Brazil
| | - Letícia Souza
- Department of Epidemiology, School of Public Health, University of São Paulo, São Paulo, Brazil
| | | | - Mateus Silva Rocha
- Department of Statistic, State University of Paraíba, Campina Grande, Paraíba, Brazil
| | - Augusto César Ferreira De Moraes
- School of Public Health in Austin, Department of Epidemiology, Michael and Susan Dell Center for Healthy Living, Texas Physical Activity Research Collaborative (Texas PARC), University of Texas Health Science Center at Houston, Houston, TX, United States
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Joskin A, Bruyneel M. Challenges in Obstructive Sleep Apnea Management in Elderly Patients. J Clin Med 2024; 13:7718. [PMID: 39768640 PMCID: PMC11676951 DOI: 10.3390/jcm13247718] [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: 11/01/2024] [Revised: 12/08/2024] [Accepted: 12/16/2024] [Indexed: 01/11/2025] Open
Abstract
With the aging of the population, obstructive sleep apnea (OSA) in elderly patients is now more commonly seen in clinical practice. In older people, sleepiness is less marked than in younger patients, but insomnia symptoms are more common. Comorbidities are numerous and related to cardiometabolic and cognitive conditions. Polygraphy can be used to establish the diagnosis in the vast majority of cases, but polysomnography is indicated in cases of comorbid sleep disorders. Continuous positive airway pressure (CPAP) remains the cornerstone of treatment, but compliance decreases with age, especially in those over 80, and when cognitive disorders are also present. In these patients, CPAP can be beneficial in terms of nighttime symptoms, sleepiness, mood, and cognition but can also prevent cardiovascular and cerebrovascular disorders, especially in severeOSA patients. For this reason, we should offer this treatment to elderly patients and devise strategies to support them with treatment difficulties (e.g., therapeutic education, adapted masks, and telemonitoring). In the future, we need prospective studies to help identify elderly patients who will gain the greatest long-term benefit from treatment. Dedicated sleep testing, OSA severity markers, and specific questionnaires need to be developed in this older, but large, OSA population.
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Affiliation(s)
- Aude Joskin
- Department of Pulmonary Medicine, Saint-Pierre University Hospital, Brussels, Belgium and Université Libre de Bruxelles, 1000 Brussels, Belgium;
| | - Marie Bruyneel
- Department of Pulmonary Medicine, Saint-Pierre University Hospital, Brussels, Belgium and Université Libre de Bruxelles, 1000 Brussels, Belgium;
- Department of Pulmonary Medicine, Brugmann University Hospital, Brussels, Belgium and Université Libre de Bruxelles, 1020 Brussels, Belgium
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Azakli D, Satici C, Sokucu SN, Aydin S, Atasever F, Ozdemir C. Long-term mortality risk in obstructive sleep apnea: the critical role of oxygen desaturation index. Sleep Breath 2024; 28:2367-2378. [PMID: 39120771 DOI: 10.1007/s11325-024-03137-7] [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: 06/03/2024] [Revised: 07/13/2024] [Accepted: 08/05/2024] [Indexed: 08/10/2024]
Abstract
BACKGROUND Mortality predictors in obstructive sleep apnea (OSA) patients yet to be comprehensively understood, especially within large cohorts undergoing long-term follow-up. We aimed to determine the independent predictors of mortality in OSA patients. METHODS In our retrospective cohort study, 3,541 patients were included and survival data was obtained from electronic medical records. Demographic characteristics, anthropometric measurements, comorbidities, laboratory tests, and polysomnography parameters were analyzed for the survived and deceased patient groups. Univariate and multivariate Cox regression analyses were performed to determine independent predictors of all-cause mortality in patients followed for at least 5 years. RESULTS Among all patients, 2,551 (72%) patients were male, with a mean age of 49.7 years. 231 (6.5%) patients had died. Deceased patients were significantly older and had higher waist-to-hip ratio and Epworth Sleepiness Scale (p < 0.001, p < 0.001, p = 0.003). OSA (nonpositional and not-rapid eye movement-related), periodic limb movements in sleep and Comorbidities of Sleep Apnea Score ≥ 1 were found to be associated with increased mortality (p < 0.001). Systemic immune-inflammation index was also significantly higher in the deceased group (p < 0.001). Higher oxygen desaturation index (ODI) and apnea-hypopnea index (AHI) were associated with increased mortality (p < 0.001). Due to the high correlation between ODI and AHI, two separate multivariate Cox regression models were created. While AHI lost its significance in the multivariate analysis, ODI remained significantly higher in the deceased patient group (HR = 1.007, 1.001-1.013, p = 0.01). CONCLUSION ODI, as the only polysomnography parameter, emerged as an independent predictor of mortality in OSA patients.
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Affiliation(s)
- Damla Azakli
- Department of Pulmonology, Yedikule Chest Disease and Thoracic Surgery Training and Research Hospital, Istanbul, Turkey.
| | - Celal Satici
- Department of Pulmonology, Yedikule Chest Disease and Thoracic Surgery Training and Research Hospital, Istanbul, Turkey
| | - Sinem Nedime Sokucu
- Department of Pulmonology, Yedikule Chest Disease and Thoracic Surgery Training and Research Hospital, Istanbul, Turkey
| | - Senay Aydin
- Department of Neurology, Yedikule Chest Disease and Thoracic Surgery Training and Research Hospital, Istanbul, Turkey
| | - Furkan Atasever
- Department of Pulmonology, Agri Training and Research Hospital, Agri, Turkey
| | - Cengiz Ozdemir
- Faculty of Medicine, Department of Pulmonology, Istinye University, Istanbul, Turkey
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Jelska A, Polecka A, Zahorodnii A, Olszewska E. The Role of Oxidative Stress and the Potential Therapeutic Benefits of Aronia melanocarpa Supplementation in Obstructive Sleep Apnea Syndrome: A Comprehensive Literature Review. Antioxidants (Basel) 2024; 13:1300. [PMID: 39594442 PMCID: PMC11591145 DOI: 10.3390/antiox13111300] [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: 09/09/2024] [Revised: 10/12/2024] [Accepted: 10/24/2024] [Indexed: 11/28/2024] Open
Abstract
Obstructive sleep apnea (OSA) is a sleep disorder characterized by repeated episodes of apnea and hypopnea, leading to inflammation and oxidative stress that contribute to numerous health complications, including cardiovascular diseases. Continuous positive airway pressure (CPAP) is a standard for treating OSA and is effective in reducing inflammation and oxidative stress. Aronia melanocarpa (a black chokeberry), a deciduous shrub belonging to the Rosaceae family and native to eastern North America that is rich in polyphenols, has garnered attention for its therapeutic potential due to its ability to neutralize reactive oxygen species (ROS) and modulate inflammatory pathways, such as NF-κB. This review supports the hypothesis that combining CPAP with black chokeberry supplementation might provide a more comprehensive approach to treating OSA, reducing the risk of health complications by further reducing oxidative stress. In conclusion, Aronia melanocarpa has potential benefits as an adjunct therapy in the treatment of OSA, enhancing overall health and well-being. This review compiles the latest scientific findings on the benefits of black chokeberry supplementation, its application in OSA treatment, and its potential use in the treatment of other conditions linked to oxidative stress.
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Affiliation(s)
- Alicja Jelska
- Doctoral School, Medical University of Bialystok, 15-089 Bialystok, Poland; (A.P.)
| | - Agnieszka Polecka
- Doctoral School, Medical University of Bialystok, 15-089 Bialystok, Poland; (A.P.)
| | - Andrii Zahorodnii
- Doctoral School, Medical University of Bialystok, 15-089 Bialystok, Poland; (A.P.)
| | - Ewa Olszewska
- Department of Otolaryngology, Sleep Apnea Surgery Center, Medical University of Bialystok, 15-089 Bialystok, Poland
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Feng G, Zhuge P, Zhang Z, Ma J. The impact of continuous positive airway pressure therapy on cardiovascular events in patients with obstructive sleep apnoea: an updated systematic review and meta-analysis. Sleep Breath 2024; 28:2095-2105. [PMID: 39083193 DOI: 10.1007/s11325-024-03107-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 06/20/2024] [Accepted: 07/05/2024] [Indexed: 10/04/2024]
Abstract
OBJECTIVE Obstructive sleep apnoea (OSA) is positively associated with cardiovascular diseases, and continuous positive airway pressure (CPAP) is a common treatment for such patients. This study aimed to explore the impact of CPAP on cardiovascular outcomes and prognosis in patients with OSA. METHODS A search was conducted in the PubMed, Embase and CENTRAL databases for relevant studies published up to March 2024. Two independent reviewers screened the studies based on inclusion and exclusion criteria, and data were synthesised using RevMan 5.3 software. Heterogeneity was assessed using the Cochran Q test and the I2 statistic. RESULTS A total of 10 randomised controlled trials and 3 observational studies, comprising 13,832 patients, were included. Compared with standard treatment, the use of CPAP did not significantly reduce the risk of major adverse cardiovascular events (MACE) (risk ratio [RR]: 0.73, 95% confidence interval [CI]: 0.52-1.03; p = 0.07; I2 = 66%), all-cause mortality (RR: 0.92, 95% CI: 0.72-1.16; p = 0.48; I2 = 0%), cardiovascular mortality (RR: 0.63, 95% CI: 0.33-1.19; p = 0.15; I2 = 70%) or non-cardiovascular mortality (RR: 0.81, 95% CI: 0.57-1.15; p = 0.23; I2 = 0%). Similarly, there were no significant differences in the incidence of myocardial infarction, stroke, hospitalisation due to unstable angina or heart failure or atrial fibrillation among those using CPAP. However, when CPAP adherence was ≥ 4 h, CPAP significantly reduced the risk of MACE and cardiovascular mortality. CONCLUSION Although CPAP's cardiovascular benefits in patients with OSA are not confirmed, it may be that bias risks, CPAP adherence and characteristics of the study population may attenuate the perceived benefits of CPAP. Further research is needed to optimise CPAP therapy.
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Affiliation(s)
- Guofei Feng
- Department of ENT, Jinhua Central Hospital, No. 365, East Renmin Road, Jinhua, 321000, Zhejiang, China.
| | - Pan Zhuge
- Department of ENT, Jinhua Central Hospital, No. 365, East Renmin Road, Jinhua, 321000, Zhejiang, China
| | - Zhifeng Zhang
- Department of ENT, Jinhua Central Hospital, No. 365, East Renmin Road, Jinhua, 321000, Zhejiang, China
| | - Junxiang Ma
- Department of ENT, Jinhua Central Hospital, No. 365, East Renmin Road, Jinhua, 321000, Zhejiang, China
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Zhang J, Chen Z, Deng Y, Teng X, Ling X, He C, Zhang H, Lu D. Impacts of renal denervation on blood pressure in patients with obstructive sleep apnea. Sleep Breath 2024; 28:2135-2141. [PMID: 39115598 DOI: 10.1007/s11325-024-03130-0] [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: 12/22/2023] [Revised: 07/17/2024] [Accepted: 07/31/2024] [Indexed: 10/04/2024]
Abstract
BACKGROUND Sympathetic nerve activation followed by obstructive sleep apnea (OSA) accounts for blood pressure elevation. The effectiveness of renal denervation (RDN) in controlling blood pressure in patients with OSA remains controversial. In this systematic review, we tried to pool currently available data to assess the effects of RDN therapy on blood pressure in OSA patients. METHODS We retrieved Pubmed, EMbase and Cochrane Library through 17 May 2023, using the following key words: "renal denervation" and"obstructive sleep apnea". Full articles reporting the change of blood pressure after RDN procedure were included. RESULTS A total of five studies were included in the meta-analysis. Pooled analysis showed that RDN markedly reduced both 24-h ambulatory systolic blood pressure (24 h-SBP) (Mean difference (MD): -7.54mmHg; 95%Cl: -10.16 to -4.91mmHg; I2 = 0%) and 24-h ambulatory diastolic blood pressure (24 h-DBP) (MD: -5.28mmHg; 95%Cl: -7.35 to -3.22mmHg; I2=0%). Daytime systolic blood pressure (dSBP) was reduced after RDN (MD: -7.54mmHg; 95%Cl: -10.82 to -4.57mmHg; I2 = 54%). With regards to nocturnal blood pressure, we found that RDN resulted in a significant reduction in nighttime systolic blood pressure (nSBP) (MD: -6.91mmHg; 95%Cl: -10.69 to -2.85mmHg; I2=0%). Subgroup analysis showed that dSBP was reduced by 12.00 mmHg, 12.00 mmHg, and 7.25 mmHg at 1 month, 3 months and 6 months, respectively. Our pooled analysis showed that AHI was not significantly changed by RDN. No major compilations were associated with RDN. CONCLUSIONS RDN exerts a considerable blood pressure-lowering effect in hypertensive patients with OSA, which was sustained at least 6 months.
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Affiliation(s)
- Jiyuan Zhang
- Department of Cardiology, The Second Affiliated Hospital of Wannan Medical College, 10# Kangfu road, Wuhu, Anhui Province, 241000, China
| | - Zheng Chen
- Department of Cardiology, The Second Affiliated Hospital of Wannan Medical College, 10# Kangfu road, Wuhu, Anhui Province, 241000, China
| | - Yanyan Deng
- Department of Cardiology, The Second Affiliated Hospital of Wannan Medical College, 10# Kangfu road, Wuhu, Anhui Province, 241000, China
| | - Xiaodong Teng
- Department of Cardiology, The Second Affiliated Hospital of Wannan Medical College, 10# Kangfu road, Wuhu, Anhui Province, 241000, China
| | - Xiu Ling
- Department of Cardiology, The Second Affiliated Hospital of Wannan Medical College, 10# Kangfu road, Wuhu, Anhui Province, 241000, China
| | - Changping He
- Department of Cardiology, The Second Affiliated Hospital of Wannan Medical College, 10# Kangfu road, Wuhu, Anhui Province, 241000, China
| | - Hongxiang Zhang
- Department of Cardiology, The Second Affiliated Hospital of Wannan Medical College, 10# Kangfu road, Wuhu, Anhui Province, 241000, China
- Vascular Diseases research center of Wannan Medical College, Wuhu, 241000, China
| | - Dasheng Lu
- Department of Cardiology, The Second Affiliated Hospital of Wannan Medical College, 10# Kangfu road, Wuhu, Anhui Province, 241000, China.
- Vascular Diseases research center of Wannan Medical College, Wuhu, 241000, China.
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7
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Zha S, Liu X, Chen H, Hao Y, Zhang J, Zhang Q, Hu K. A randomized controlled crossover trial of acute intermittent and continuous hypoxia exposure in mild-moderate obstructive sleep apnea: A feasibility study. J Sleep Res 2024; 33:e14014. [PMID: 37592825 DOI: 10.1111/jsr.14014] [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: 03/08/2023] [Revised: 06/21/2023] [Accepted: 07/25/2023] [Indexed: 08/19/2023]
Abstract
In a prospective, randomized, controlled crossover study, we explored the effects of acute intermittent hypoxia and acute continuous hypoxia on patients with mild-moderate obstructive sleep apnea. Over three single-night sessions, subjects were alternately exposed to normoxia, acute continuous hypoxia and acute intermittent hypoxia before sleep. The apnea-hypopnea index and oxygen desaturation index were used to diagnose obstructive sleep apnea and evaluate efficacy. A responder was defined as a participant with a ≥ 50% reduction in apnea-hypopnea index between normoxia and hypoxia exposure. Sixteen participants with mild-moderate obstructive sleep apnea completed the study. Compared with normoxia, the mean apnea-hypopnea index decreased by 8.9 events per hr (95% confidence interval, 4.2-13.6, p = 0.001) with acute intermittent hypoxia and by 4.1 events per hr (95% confidence interval, 0.5-8.8, p = 0.082) with acute continuous hypoxia, equating to a mean decrease in apnea-hypopnea index of 4.8 events per hr (95% confidence interval, 0.1-9.5, p = 0.046) with acute intermittent hypoxia compared with acute continuous hypoxia. Compared with normoxia, the mean oxygen desaturation index decreased by 9.8 events per hr (95% confidence interval, 4.4-15.1, p = 0.001) with acute intermittent hypoxia but did not significantly decrease with acute continuous hypoxia; the mean oxygen desaturation index decreased by 7.2 events per hr (95% confidence interval, 1.8-12.6, p = 0.010) with acute intermittent hypoxia compared with acute continuous hypoxia. Of the 16 participants, 11 responded to acute intermittent hypoxia and four responded to acute continuous hypoxia (p = 0.032), of whom eight of 11 cases and all four cases had oxygen desaturation indexes <5 events per hr, respectively (p = 0.273). All participants tolerated acute intermittent hypoxia and there were no obvious adverse events during acute intermittent hypoxia exposure. In conclusion, acute intermittent hypoxia exposure improved apnea-hypopnea index and oxygen desaturation index in patients with mild-moderate obstructive sleep apnea, suggesting that further prospective validation of intermittent hypoxia exposure in patients with obstructive sleep apnea is needed to establish its clinical feasibility as a therapeutic modality.
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Affiliation(s)
- Shiqian Zha
- Department of Respiratory and Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan, China
| | - Xu Liu
- Department of Respiratory and Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan, China
| | - Hao Chen
- Department of Respiratory and Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan, China
| | - Yueying Hao
- Department of Respiratory and Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan, China
| | - Jingyi Zhang
- Department of Respiratory and Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan, China
| | - Qingfeng Zhang
- Department of Respiratory and Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan, China
| | - Ke Hu
- Department of Respiratory and Critical Care Medicine, Renmin Hospital of Wuhan University, Wuhan, China
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Mohamed B, Yarlagadda K, Self Z, Simon A, Rigueiro F, Sohooli M, Eisenschenk S, Doré S. Obstructive Sleep Apnea and Stroke: Determining the Mechanisms Behind their Association and Treatment Options. Transl Stroke Res 2024; 15:239-332. [PMID: 36922470 DOI: 10.1007/s12975-023-01123-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 01/02/2023] [Accepted: 01/02/2023] [Indexed: 03/18/2023]
Abstract
Sleep-disordered breathing (SDB) can be a sequela of stroke caused by vascular injury to vital respiratory centers, cerebral edema, and increased intracranial pressure of space-occupying lesions. Likewise, obstructive sleep apnea (OSA) contributes to increased stroke risk through local mechanisms such as impaired ischemic cerebrovascular response and systemic effects such as promoting atherosclerosis, hypercoagulability, cardiac arrhythmias, vascular-endothelial dysfunction, and metabolic syndrome. The impact of OSA on stroke outcomes has been established, yet it receives less attention in national guidelines on stroke management than hyperglycemia and blood pressure dysregulation. Furthermore, whether untreated OSA worsens stroke outcomes is not well-described in the literature. This scoping review provides an updated investigation of the correlation between OSA and stroke, including inter-relational pathophysiology. This review also highlights the importance of OSA treatment and its role in stroke outcomes. Knowledge of pathophysiology, the inter-relationship between these common disorders, and the impact of OSA therapy on outcomes affect the clinical management of patients with acute ischemic stroke. In addition, understanding the relationship between stroke outcomes and pre-existing OSA will allow clinicians to predict outcomes while treating acute stroke.
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Affiliation(s)
- Basma Mohamed
- Department of Anesthesiology, Center for Translational Research in Neurodegenerative Disease, University of Florida College of Medicine, Gainesville, FL, 32610, USA
| | - Keerthi Yarlagadda
- Department of Anesthesiology, Center for Translational Research in Neurodegenerative Disease, University of Florida College of Medicine, Gainesville, FL, 32610, USA
| | - Zachary Self
- Department of Anesthesiology, Center for Translational Research in Neurodegenerative Disease, University of Florida College of Medicine, Gainesville, FL, 32610, USA
| | - Alexandra Simon
- Department of Anesthesiology, Center for Translational Research in Neurodegenerative Disease, University of Florida College of Medicine, Gainesville, FL, 32610, USA
| | - Frank Rigueiro
- Department of Anesthesiology, Center for Translational Research in Neurodegenerative Disease, University of Florida College of Medicine, Gainesville, FL, 32610, USA
| | - Maryam Sohooli
- Department of Anesthesiology, Center for Translational Research in Neurodegenerative Disease, University of Florida College of Medicine, Gainesville, FL, 32610, USA
| | - Stephan Eisenschenk
- Department of Neurology, University of Florida College of Medicine, Gainesville, FL, 32610, USA
| | - Sylvain Doré
- Department of Anesthesiology, Center for Translational Research in Neurodegenerative Disease, University of Florida College of Medicine, Gainesville, FL, 32610, USA.
- Department of Neurology, University of Florida College of Medicine, Gainesville, FL, 32610, USA.
- Departments of Neurology, Psychiatry, Pharmaceutics, and Neuroscience, Center for Translational Research in Neurodegenerative Disease, McKnight Brain Institute, University of Florida College of Medicine, Gainesville, FL, 32610, USA.
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9
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Bonsignore MR. Adaptive responses to chronic intermittent hypoxia: contributions from the European Sleep Apnoea Database (ESADA) Cohort. J Physiol 2023; 601:5467-5480. [PMID: 37218069 DOI: 10.1113/jp284108] [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: 02/01/2023] [Accepted: 05/18/2023] [Indexed: 05/24/2023] Open
Abstract
Obstructive sleep apnoea (OSA) is a common disease in the general population, and is associated with increased cardiovascular risk and several comorbidities. Obesity favours upper airway collapsibility, but other pathophysiological traits have been identified, i.e. upper airway muscle activity, modulation of the respiratory drive, and the arousal threshold. OSA causes chronic intermittent hypoxia, inflammatory activation and autonomic imbalance with diurnal and nocturnal sympathetic hyperactivity. Disentangling so many components to investigate the pathogenesis of OSA's consequences is very hard clinically. However, albeit imperfect, clinical medicine constitutes a major source of inspiration for basic research, and a mutual exchange of information is essential between clinicians and physiologists to improve our understanding of disease states. OSA is no exception, and this narrative review will summarize the results of clinical studies performed over the years by the European Sleep Apnoea Database (ESADA) Study Group, to explore the variables linked to markers of intermittent hypoxia as opposed to the traditional assessment of OSA severity based on the frequency of respiratory events during sleep (the Apnoea Hypopnoea Index). The results of the clinical studies indicate that intermittent hypoxia variables are associated with several comorbidities, although evidence of a cause-effect relationship is still missing in many cases. It is also possible that adaptive rather than maladaptive responses could be evoked by intermittent hypoxia. The intensity, duration and frequency of intermittent hypoxia episodes causing adaptive rather than maladaptive responses, and their clinical implications, deserve further investigation.
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Affiliation(s)
- Maria R Bonsignore
- PROMISE Department, University of Palermo, Palermo, Italy
- Sleep Disordered Breathing Clinic, Division of Pneumology, V. Cervello Hospital, Palermo, Italy
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Almansouri Y, Alsuwatt A, Alzahrani M, Alsuwat MS, Alamrai R, Alsuwat WS, Almansouri BH, Al Bahis AF. Excessive Daytime Sleepiness in Patients With Hypertension: A Systematic Review. Cureus 2023; 15:e50716. [PMID: 38234944 PMCID: PMC10792344 DOI: 10.7759/cureus.50716] [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] [Accepted: 12/17/2023] [Indexed: 01/19/2024] Open
Abstract
We must remember that there are many subclinical cases of obstructive sleep apnea (OSA), even if the patient or family members typically become aware of it through symptoms such as snoring and excessive daytime sleepiness (EDS). EDS is a common symptom among hypertensive patients. This interesting and remarkable systematic review aims to comprehensively survey the current literature on the prevalence and association of EDS among hypertensive patients. PubMed, SCOPUS, Web of Science, and Science Direct were systematically searched for relevant literature. Rayyan QRCI (Rayyan Systems Inc., Cambridge, MA) was employed throughout this comprehensive process. This review included nine studies with a total of 58,517 patients, and 34,398 (58.8%) were males. EDS prevalence among hypertensive patients ranged from 12.1% to 88.3%. This review stated that individuals with hypertension (HTN) had EDS that was worse than that of patients with normotension. In one of the studies included in this analysis, sympathovagal imbalance was noted alongside EDS and HTN. Older age, primary education, being overweight, working, obesity, depression, and having had the condition for longer are all associated with EDS in HTN patients.
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11
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Arnaud C, Billoir E, de Melo Junior AF, Pereira SA, O'Halloran KD, Monteiro EC. Chronic intermittent hypoxia-induced cardiovascular and renal dysfunction: from adaptation to maladaptation. J Physiol 2023; 601:5553-5577. [PMID: 37882783 DOI: 10.1113/jp284166] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 10/12/2023] [Indexed: 10/27/2023] Open
Abstract
Chronic intermittent hypoxia (CIH) is the dominant pathological feature of human obstructive sleep apnoea (OSA), which is highly prevalent and associated with cardiovascular and renal diseases. CIH causes hypertension, centred on sympathetic nervous overactivity, which persists following removal of the CIH stimulus. Molecular mechanisms contributing to CIH-induced hypertension have been carefully delineated. However, there is a dearth of knowledge on the efficacy of interventions to ameliorate high blood pressure in established disease. CIH causes endothelial dysfunction, aberrant structural remodelling of vessels and accelerates atherosclerotic processes. Pro-inflammatory and pro-oxidant pathways converge on disrupted nitric oxide signalling driving vascular dysfunction. In addition, CIH has adverse effects on the myocardium, manifesting atrial fibrillation, and cardiac remodelling progressing to contractile dysfunction. Sympatho-vagal imbalance, oxidative stress, inflammation, dysregulated HIF-1α transcriptional responses and resultant pro-apoptotic ER stress, calcium dysregulation, and mitochondrial dysfunction conspire to drive myocardial injury and failure. CIH elaborates direct and indirect effects in the kidney that initially contribute to the development of hypertension and later to chronic kidney disease. CIH-induced morphological damage of the kidney is dependent on TLR4/NF-κB/NLRP3/caspase-1 inflammasome activation and associated pyroptosis. Emerging potential therapies related to the gut-kidney axis and blockade of aryl hydrocarbon receptors (AhR) are promising. Cardiorenal outcomes in response to intermittent hypoxia present along a continuum from adaptation to maladaptation and are dependent on the intensity and duration of exposure to intermittent hypoxia. This heterogeneity of OSA is relevant to therapeutic treatment options and we argue the need for better stratification of OSA phenotypes.
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Affiliation(s)
- Claire Arnaud
- Université Grenoble-Alpes INSERM U1300, Laboratoire HP2, Grenoble, France
| | - Emma Billoir
- Université Grenoble-Alpes INSERM U1300, Laboratoire HP2, Grenoble, France
| | | | - Sofia A Pereira
- iNOVA4Health, NOVA Medical School, Universidade NOVA de Lisboa, Lisboa, Portugal
| | - Ken D O'Halloran
- Department of Physiology, School of Medicine, College of Medicine & Health, University College Cork, Cork, Ireland
| | - Emilia C Monteiro
- iNOVA4Health, NOVA Medical School, Universidade NOVA de Lisboa, Lisboa, Portugal
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12
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Qiao M, Xie Y, Wolff A, Kwon J. Long term adherence to continuous positive Airway pressure in mild obstructive sleep apnea. BMC Pulm Med 2023; 23:320. [PMID: 37658304 PMCID: PMC10472589 DOI: 10.1186/s12890-023-02612-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 08/24/2023] [Indexed: 09/03/2023] Open
Abstract
BACKGROUND Studies have shown that a significant percentage of patients with obstructive sleep apnea (OSA) do not tolerate continuous positive airway pressure (CPAP) therapy and long-term use may be as low as 30%. Given the lower levels of symptoms and health-related risks, patients with mild sleep apnea may be at even higher risk for non-adherence to long term CPAP. The purpose of our study was to investigate the prevalence and associations of long-term CPAP adherence in first time users with mild sleep apnea diagnosed by home sleep apnea testing (HSAT). METHODS We identified all the patients who were diagnosed with mild sleep apnea (5 = < AHI < 15) by home sleep apnea testing from 01/2013 to 06/2019 at a large, combined community and hospital-based sleep practice. Only first time CPAP users were included. Compliance was defined as CPAP usage ≥ 4 h per night on ≥ 70% of nights over 30 consecutive days. We defined long term adherence as compliance on the 12th month following CPAP set up. Patient demographics, comorbidities, and CPAP compliance at 1st, 3rd, 6th, 9th and 12th month after therapy initiation were collected. We compared and identified the factors that had significant difference (P < 0.1) between compliant and non-compliant groups at the 12th month. RESULTS 222 patients were included in the analysis. 57 (25.7%) patients were adherent with long term CPAP treatment. The following factors were associated with a greater likelihood for long-term CPAP adherence: older age, lower body mass index (BMI), presence of a bed partner, non-smoker, presence of Diabetes Mellitus (DM), presence of Heart Failure (CHF), lack of depression, and compliance at 1st, 3rd, 6th and 9th month. CONCLUSIONS Long term CPAP compliance in mild sleep apnea patients is low. Long term adherence to CPAP can be predicted based on CPAP adherence during the first three months.
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Affiliation(s)
- Min Qiao
- Pulmonary and critical care medicine, University of Rochester Medical Center, 601 Elmwood Ave, 14642, Rochester, NY, USA.
| | - Yiyu Xie
- Medicine department, University of Massachusetts Chan Medical School, 55 Lake Ave, North Worcester, 01655, Worcester, MA, USA
| | - Armand Wolff
- Pulmonary disease, critical care and sleep medicine, 267 Grant St, Yale New Haven Health Bridgeport Hospital, Bridgeport, CT, 06610, USA
| | - Jeff Kwon
- Pulmonary disease, critical care and sleep medicine, 267 Grant St, Yale New Haven Health Bridgeport Hospital, Bridgeport, CT, 06610, USA
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13
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Salles C, Freitas MC, Souza A, Ribeiro P, Dias C, Rosa M, Meira e Cruz M. Metabolomic approach for obstructive sleep apnea in adults: a systematic review. Sleep Biol Rhythms 2023; 21:265-277. [PMID: 38469078 PMCID: PMC10899929 DOI: 10.1007/s41105-023-00445-5] [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: 07/05/2022] [Accepted: 01/08/2023] [Indexed: 02/11/2023]
Abstract
Obstructive Sleep Apnea (OSA) corresponds to episodes of complete or partial upper airway obstruction during sleep. The gold standard for diagnosing OSA is polysomnography; however, metabolomics is an innovative and highly sensitive method that seeks to identify and quantify small molecules in biological systems. Identify the metabolites most frequently associated with obstructive sleep apnea in adults. The search for articles was conducted between October 2020 and August 2021, in electronic databases, such as MEDLINE/PubMed, Scielo, Embase, and Cochrane, through the combination of descriptors: obstructive sleep apnea, metabolomic, adult. This systematic review included all cross-sectional studies published, including human patients aged 18 years or older, of both genders who underwent type I or II polysomnography and metabolomics study. The search strategy selected 3697 surveys, and 4 of them were selected to be a part of this systematic review. Based on the analyzed surveys, it was found that all of them were able to diagnose OSA, reaching a sensitivity of 75-97%, and specificity that ranged from 72 to 100%; besides differentiating patients with OSA (severe, moderate, and mild) from simple snorers with a mean sensitivity of 77.2% and specificity of 66.25%. These findings suggest that, in addition to being used as a screening and diagnostic strategy for OSA, metabolomics has the potential to be used for severity stratification and to monitor the disease's progression.
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Affiliation(s)
- Cristina Salles
- International Center on Clinical Sleep Medicine and Research, Bahiana School of Medicine and Public Health, Salvador, Brazil
| | - Maria Clara Freitas
- International Center on Clinical Sleep Medicine and Research, Bahiana School of Medicine and Public Health, Salvador, Brazil
| | - Amancio Souza
- International Center on Clinical Sleep Medicine and Research, Bahiana School of Medicine and Public Health, Salvador, Brazil
- Public Health Sciences, University of California, San Diego, USA
| | - Paulo Ribeiro
- International Center on Clinical Sleep Medicine and Research, Bahiana School of Medicine and Public Health, Salvador, Brazil
- Chemistry Institute, Federal University of Bahia, Salvador, Brazil
| | - Cristiane Dias
- International Center on Clinical Sleep Medicine and Research, Bahiana School of Medicine and Public Health, Salvador, Brazil
| | - Michele Rosa
- International Center on Clinical Sleep Medicine and Research, Bahiana School of Medicine and Public Health, Salvador, Brazil
- Cardiovascular Centre of University of Lisboa, CCUL, Falculty of Medicine, University of Lisboa, Lisboa, Portugal
| | - Miguel Meira e Cruz
- International Center on Clinical Sleep Medicine and Research, Bahiana School of Medicine and Public Health, Salvador, Brazil
- Centro Europeu do Sono, European Center of Sleep, Lisboa, Portugal
- Faculty São Leopoldo Mandic, Faculty São Leopoldo Mandic, Campinas, Brazil
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14
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Wang G, Miao H, Hao W, Zhao G, Yan Y, Gong W, Fan J, Ai H, Que B, Wang X, Nie S. Association of obstructive sleep apnoea with long-term cardiovascular events in patients with acute coronary syndrome with or without hypertension: insight from the OSA-ACS project. BMJ Open Respir Res 2023; 10:e001662. [PMID: 37369551 PMCID: PMC10410951 DOI: 10.1136/bmjresp-2023-001662] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 06/16/2023] [Indexed: 06/29/2023] Open
Abstract
BACKGROUND A close relationship exists between obstructive sleep apnoea (OSA) and hypertension. However, the impact of hypertension on the prognostic significance of OSA in patients with acute coronary syndrome (ACS) remains unclear. METHODS This is a post hoc analysis of the OSA-ACS project, which consecutively included patients with ACS and receiving overnight sleep study from June 2015 to January 2020. OSA was defined as AHI ≥15 events/hour. The primary outcome was major adverse cardiovascular and cerebrovascular events (MACCE), including a composite of cardiovascular death, myocardial infarction, stroke, ischemia-driven revascularisation or hospitalisation for unstable angina or heart failure. RESULTS A total of 1927 patients with ACS were finally enrolled in this study. The mean patient age was 56.4±10.5 years. Among them, 1247 (64.7%) patients had hypertension, and 1014 (52.6%) patients had OSA. During 2.9 (1.5, 3.6) years of follow-up, OSA was associated with an increased risk of MACCE among patients with hypertension (HR=1.35, 95% CI 1.04 to 1.75, p=0.02), but not in patients without hypertension (HR=1.15, 95% CI 0.79 to 1.68, p=0.47). The interaction between OSA and hypertension for MACCE was not statistically significant (interaction p=0.29). For patients with pre-existing hypertension, OSA was associated with an increased risk of MACCE only among those with grade 3 hypertension (HR 1.54, 95% CI 1.12 to 2.13, p=0.008), but not those with grade 1 or 2 hypertension. CONCLUSIONS OSA was associated with an increased risk of MACCE following ACS in patients with hypertension, especially in patients with pre-existing severe hypertension. These findings highlight the importance of identifying OSA in ACS patients with hypertension. TRIAL REGISTRATION NUMBER NCT03362385.
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Affiliation(s)
- Ge Wang
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Huangtai Miao
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Wen Hao
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Guanqi Zhao
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Yan Yan
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Wei Gong
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Jingyao Fan
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Hui Ai
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Bin Que
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Xiao Wang
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Shaoping Nie
- Center for Coronary Artery Disease, Division of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
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15
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Effect of menopause and age on vascular impairment. Maturitas 2023; 169:46-52. [PMID: 36696833 DOI: 10.1016/j.maturitas.2023.01.006] [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: 07/06/2022] [Revised: 12/05/2022] [Accepted: 01/06/2023] [Indexed: 01/19/2023]
Abstract
AIMS The prevalence of cardiovascular diseases increases in women after menopause. The aim of the study was to determine the impact of conventional cardiovascular risk factors such as age, blood pressure, smoking, cholesterol, obesity, and glucose balance, but also menopausal state and sleep-disordered breathing on vascular impairment during menopausal transition. METHODS 89 women initiated the study and 74 of them participated in the 10-year follow-up. Cardiovascular disease risk factor assessments, ultrasound measurements of brachial artery function, including nitroglycerin-mediated vasodilatation and flow-mediated endothelium-dependent vasodilation, and sleep studies were repeated at baseline and at 5-year and 10-year follow-ups. RESULTS Over the study period, all the cardiovascular disease risk estimates increased. Both flow-mediated endothelium-dependent vasodilatation (decline 55 %) and nitroglycerin-mediated vasodilatation (decline 18 %) worsened over the 10 years (p < 0.001). Vascular function was not associated with menopausal state (determined with follicle stimulating hormone). Systolic blood pressure (p = 0.009) and smoking (p = 0.006) at baseline were negatively associated with nitroglycerin-mediated vasodilatation at 5-year follow-up and the use of hormonal therapy at 5-year follow-up was positively associated with concurrent nitroglycerin-mediated vasodilatation (p = 0.041). Intermittent nocturnal hypoxemia at baseline was associated with flow-mediated endothelium-dependent vasodilatation at 10-year follow-up (p = 0.043). High body mass index and impaired glucose balance at 5-year follow-up were associated with nitroglycerin-mediated vasodilatation decline at 10-year follow-up (p = 0.022 and p = 0.037, respectively). CONCLUSIONS We demonstrate how cardiovascular risk factors and vascular function evolve during menopausal transition. Although menopause was not associated with vascular impairment, short-term improvement in vascular function was observed in those using menopausal hormonal therapy. Intermittent nocturnal hypoxemia, obesity and impaired glucose control are early predictors of vascular decline during postmenopause.
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16
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Georgakopoulou VE, Pantazis N, Tsiafaki X, Nena E, Amfilochiou A, Steiropoulos P. Validation of NoSAS score for the screening of obstructive sleep apnea. MEDICINE INTERNATIONAL 2023; 3:14. [PMID: 36875819 PMCID: PMC9982809 DOI: 10.3892/mi.2023.74] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 02/21/2023] [Indexed: 02/24/2023]
Abstract
Obstructive sleep apnea (OSA) is the most common sleep-related breathing disorder (SBD) characterized by the repetitive collapse of the upper airway during sleep. The aim of the present study was to validate the Neck circumference, Obesity, Snoring, Age, Sex (NoSAS) score in a sample population and to compare its validity for OSA screening, with that of the Berlin questionnaire, STOP-BANG questionnaire and Epworth Sleepiness Scale (ESS). A retrospective analysis was conducted on individuals, aged 18 to 80 years, who reported symptoms indicating SBD and were examined with full-night polysomnography (PSG) at a sleep center. Demographics, anthropometric parameters, comorbidities, ESS, STOP-BANG questionnaire, Berlin questionnaire and PSG data were obtained from the recorded data of the patients. The NoSAS score was determined using the recorded data. A total of 347 participants were enrolled in the study. The NoSAS scores identified individuals with OSA, with an area under the curve (AUC) of 0.774. The NoSAS score performed significantly better than the Berlin questionnaire (AUC 0.617) and the ESS (AUC 0.642), and similarly to STOP-BANG (AUC 0.777) for OSA screening. Using a NoSAS score >7 to predict OSA, the sensitivity and specificity were 85.6 and 50%, respectively; using the STOP-BANG questionnaire, for a score >2, the values were 98.32 and 22% respectively; using the Berlin questionnaire for >1 positive categories, the values were 93.6 and 20%, and using the ESS, for a score >10, the values were 30.3% and 72%, respectively. On the whole, the present study demonstrates that the NoSAS score is a simple, efficient and easy method for screening OSA in the clinical setting. The NoSAS score performs significantly more efficiently than the Berlin questionnaire and ESS, and similarly to STOP-BANG questionnaire for OSA screening.
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Affiliation(s)
- Vasiliki Epameinondas Georgakopoulou
- Department of Infectious Diseases-COVID-19 Unit, Laiko General Hospital, Medical School of National and Kapodistrian University of Athens, 11527 Athens, Greece.,MSc in Sleep Medicine, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Nikos Pantazis
- Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Xanthi Tsiafaki
- First Pulmonology Department, Sismanogleio Hospital, 15126 Athens, Greece
| | - Evangelia Nena
- MSc in Sleep Medicine, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | | | - Paschalis Steiropoulos
- MSc in Sleep Medicine, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece
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17
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Mikhailova OO, Elfimova EM, Litvin AY, Chazova IE. [Obstructive sleep apnea syndrome and cardiovascular risk factors in the antihypertensive therapy "escape" phenomenon]. TERAPEVT ARKH 2023; 95:17-22. [PMID: 37167111 DOI: 10.26442/00403660.2023.01.202048] [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: 02/22/2023] [Accepted: 02/22/2023] [Indexed: 05/13/2023]
Abstract
AIM To assess the role of obstructive sleep apnea and other cardiovascular (CV) risk factors in the development of the antihypertensive therapy (AHT) efficacy "escape" phenomenon in patients with arterial hypertension (AH). MATERIALS AND METHODS The data of 75 patients with AH stage I-II, grades 1-3 were proceeded. All patients included in the study underwent night respiratory monitoring. After AHT prescription, blood pressure (BP) was monitored by three measurement methods (office, daily monitoring and self-control of blood pressure) - initially, in 1, 3 and 6 months after the inclusion - in order to confirm the initial therapy efficacy and to identify or exclude the "escape" phenomenon. RESULTS In 36.0% of patients, the "escape" phenomenon was diagnosed in 1 or 3 months of observation. When comparing the group with the "escape" phenomenon, an initially higher level of systolic BP was revealed according to office measurements, 24-hour monitoring and self-control BP monitoring (134.0±4.7 mmHg vs 126.0±8.5 mmHg; 129.0±2.3 mmHg vs 121.0±7.7 mmHg; 131.0±8.2 mmHg vs 121.5±6.2 mmHg resp.; р<0,05). There were no differences in sleep apnea and CV risk factors between the groups. However in patients with a minimal SpO2≤85% during sleep, there were a higher levels of office systolic BP both before the AHT prescription, and during its use (157.6±10.4 mmHg vs 152.4±8.1 mmHg resp., р<0,05; 132.0±6.8 vs 127.1±8.9 mmHg resp.; р<0,05), and mean 24-hour systolic BP (125.7±5.9 vs 121.6±8.2 mmHg resp.; р<0,05) - compared with patients with a minimum SpO2>85%. CONCLUSION The higher BP level in patients with lover nocturnal hypoxemia does not allow us to exclude the delayed negative impact of obstructive sleep apnea, especially severe, on the BP profile in case of initially successful AH control.
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Affiliation(s)
| | - E M Elfimova
- Chazov National Medical Research Center of Cardiology
| | - A Y Litvin
- Chazov National Medical Research Center of Cardiology
- Pirogov Russian National Research Medical University
| | - I E Chazova
- Chazov National Medical Research Center of Cardiology
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18
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Rimpilä V, Lampio L, Kalleinen N, Vahlberg T, Virkki A, Saaresranta T, Polo O. Evolution of sleep-disordered breathing and blood pressure during menopausal transition. J Sleep Res 2023:e13829. [PMID: 36737407 DOI: 10.1111/jsr.13829] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 12/20/2022] [Accepted: 01/04/2023] [Indexed: 02/05/2023]
Abstract
The purpose of this study was to investigate how the blood pressure increase observed during menopausal transition is affected by sleep-disordered breathing and the menopause itself. Further, we aimed to find new sleep-disordered breathing related markers that would predict the development of hypertension. Sixty-four community-dwelling premenopausal women aged 45-47 years were studied. Polysomnography, serum follicle stimulating hormone, forced expiratory volume in 1 s, and a physical examination were performed at baseline and again after 10 years of follow-up. Indices for sleep apnea/hypopnea and inspiratory flow-limitation were determined. Regression models were used to study the relationships between variables. Changes in the apnea-hypopnea index or serum follicle stimulating hormone were not significant for blood pressure change. An increase in morning blood pressure during the follow-up period was associated with a body mass-index increase. An increase in evening blood pressure was associated with an increase in inspiratory flow-limitation during non-rapid eye movement sleep. Incident hypertension during the follow-up was associated with hypopnea (median hypopnea index 7.6/h, p = 0.048) during rapid eye movement sleep at baseline. Users of menopausal hormone therapy had a lower rapid eye movement sleep apnea-hypopnea index (1.6/h vs. 6.9/h, p = 0.026) at baseline whereas at follow-up users and non-users did not differ in any way. The progression of menopause or the use of menopausal hormone therapy had a minimal effect on blood pressure in our population. The effects of inspiratory flow-limitation on blood pressure profile should be studied further.
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Affiliation(s)
- Ville Rimpilä
- Sleep Research Centre, Department of Pulmonary Diseases and Clinical Allergology, University of Turku, Turku, Finland
| | - Laura Lampio
- Sleep Research Centre, Department of Pulmonary Diseases and Clinical Allergology, University of Turku, Turku, Finland.,Department of Obstetrics and Gynecology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Nea Kalleinen
- Sleep Research Centre, Department of Pulmonary Diseases and Clinical Allergology, University of Turku, Turku, Finland.,Heart Center, Turku University Hospital and University of Turku, Turku, Finland
| | - Tero Vahlberg
- Department of Clinical Medicine, Biostatistics, University of Turku, Turku, Finland
| | - Arho Virkki
- Department of Mathematics and Statistics, University of Turku, Turku, Finland.,Auria Clinical Informatics, Turku University Hospital, Turku, Finland
| | - Tarja Saaresranta
- Sleep Research Centre, Department of Pulmonary Diseases and Clinical Allergology, University of Turku, Turku, Finland.,Division of Medicine, Department of Pulmonary Diseases, Turku University Hospital, Turku, Finland
| | - Olli Polo
- Bragée ME/CFS Center, Bragée Kliniker, Stockholm, Sweden
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Verbraecken J, Dieltjens M, Op de Beeck S, Vroegop A, Braem M, Vanderveken O, Randerath W. Non-CPAP therapy for obstructive sleep apnoea. Breathe (Sheff) 2022; 18:220164. [PMID: 36340820 PMCID: PMC9584565 DOI: 10.1183/20734735.0164-2022] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 08/12/2022] [Indexed: 11/08/2022] Open
Abstract
Treatment of obstructive sleep apnoea in adults is evolving, from a "one treatment fits all" to a more individualised approach. The spectrum of treatment options is broad and heterogeneous, including conservative, technological and pharmaceutical modalities. This raises the questions of which patients these modalities might be useful for, and if there are specific criteria for single or combined treatment. The most commonly used non-CPAP treatment is a mandibular advancement device. Furthermore, it appears from the available evidence that upper airway surgery, bariatric surgery, and maxillomandibular advancement can be effective in particular patient groups and should be indicated more readily in clinical practice. Technically, a tracheotomy is the most effective surgical treatment, but is not socially acceptable and is associated with major side-effects. Other treatment options are emerging, like positional therapy, hypoglossal nerve stimulation, and myofunctional exercises. Drug therapy is also promising when pathophysiological traits are considered. The range of currently available treatment options will be discussed in this review, with emphasis on the selection of appropriate patients, therapeutic efficacy and compliance, and reference to recent guidelines. In the selection process, routine application of drug-induced sleep endoscopy to assess the site(s) of collapse during sleep can increase the success rate of both surgical interventions and oral appliance therapy. Educational aims To outline recommendations concerning the proper management of obstructive sleep apnoea (OSA) patients that cannot be treated adequately with continuous positive airway pressure (CPAP) due to intolerance, poor adherence or compliance, or CPAP refusal.To provide information about the selection of appropriate patients for alternative non-CPAP treatment options.To better understand the different aspects of OSA treatment with noninvasive approaches, such as oral appliances, positional therapy, drug treatment and myofunctional therapy, including indications, contraindications, and expected short- and long-term results.To discuss the different surgical options for the treatment of OSA and to provide information on the important issue of proper patient selection for surgery, as most OSA surgical outcomes are associated with the pre-operative assessment of the level(s) of upper airway collapse.
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Affiliation(s)
- Johan Verbraecken
- Department of Pulmonary Medicine, Antwerp University Hospital, Edegem (Antwerp), Belgium,Multidisciplinary Sleep Disorders Centre, Antwerp University Hospital, Edegem, Belgium,Corresponding author: Johan Verbraecken ()
| | - Marijke Dieltjens
- Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium,Department of Otorhinolaryngology, Head and Neck Surgery, Antwerp University Hospital, Edegem, Belgium,Special Dentistry Care, Antwerp University Hospital, Edegem, Belgium
| | - Sara Op de Beeck
- Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium
| | - Anneclaire Vroegop
- Multidisciplinary Sleep Disorders Centre, Antwerp University Hospital, Edegem, Belgium,Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium,Department of Otorhinolaryngology, Head and Neck Surgery, Antwerp University Hospital, Edegem, Belgium
| | - Marc Braem
- Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium,Special Dentistry Care, Antwerp University Hospital, Edegem, Belgium
| | - Olivier Vanderveken
- Multidisciplinary Sleep Disorders Centre, Antwerp University Hospital, Edegem, Belgium,Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium,Department of Otorhinolaryngology, Head and Neck Surgery, Antwerp University Hospital, Edegem, Belgium
| | - Winfried Randerath
- Bethanien Hospital, Clinic of Pneumology and Allergology, Center for Sleep Medicine and Respiratory Care, Institute of Pneumology at the University of Cologne, Solingen, Germany
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20
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Blekic N, Bold I, Mettay T, Bruyneel M. Impact of Desaturation Patterns versus Apnea-Hypopnea Index in the Development of Cardiovascular Comorbidities in Obstructive Sleep Apnea Patients. Nat Sci Sleep 2022; 14:1457-1468. [PMID: 36045914 PMCID: PMC9423119 DOI: 10.2147/nss.s374572] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Accepted: 08/15/2022] [Indexed: 11/23/2022] Open
Abstract
Various phenotypes of obstructive sleep apnea (OSA) have been recently described and are poorly assessed by the commonly used polysomnographic indices, such as the apnea-hypopnea index and oxygen desaturation index. Nocturnal hypoxemia is the hallmark of OSA and new quantitative markers, as hypoxic burden or desaturation severity, have been shown to be associated with cardiovascular (CV) mortality. The purpose of this overview is to review the endophenotypical and clinical characteristics of OSA, the current metrics, and to analyze different measurements of hypoxemia in OSA to predict the cardiovascular impact (eg hypoxic burden). Potential interest of multidimensional models to classify OSA, such as BAVENO classification, is also discussed, with the goal of focusing on specific endophenotypes that are likely to develop CV comorbidities, in order to guide clinicians to more aggressive management of OSA in these individuals.
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Affiliation(s)
- Nathan Blekic
- Department of Pulmonary Medicine, Saint-Pierre University Hospital, Brussels, Belgium and Université Libre de Bruxelles, Brussels, Belgium
| | - Ionela Bold
- Department of Pulmonary Medicine, Saint-Pierre University Hospital, Brussels, Belgium and Université Libre de Bruxelles, Brussels, Belgium
| | - Thomas Mettay
- Department of Pulmonary Medicine, Brugmann University Hospital, Brussels, Belgium and Université Libre de Bruxelles, Brussels, Belgium
| | - Marie Bruyneel
- Department of Pulmonary Medicine, Saint-Pierre University Hospital, Brussels, Belgium and Université Libre de Bruxelles, Brussels, Belgium
- Department of Pulmonary Medicine, Brugmann University Hospital, Brussels, Belgium and Université Libre de Bruxelles, Brussels, Belgium
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21
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Kumagai H, Sawatari H, Hoshino T, Konishi N, Kiyohara Y, Kawaguchi K, Murase Y, Urabe A, Arita A, Shiomi T. Effects of Continuous Positive Airway Pressure Therapy on Nocturnal Blood Pressure Fluctuation Patterns in Patients with Obstructive Sleep Apnea. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:9906. [PMID: 36011538 PMCID: PMC9407792 DOI: 10.3390/ijerph19169906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 08/02/2022] [Accepted: 08/07/2022] [Indexed: 06/15/2023]
Abstract
This retrospective study was designed to evaluate the effects of continuous positive airway pressure (CPAP) therapy, a well-established treatment for obstructive sleep apnea (OSA), on nocturnal blood pressure fluctuations (NBPFs) during rapid eye movement (REM) and non-REM sleep, and to evaluate the NBPF patterns in patients with OSA. We included 34 patients with moderate-to-severe OSA who underwent polysomnography using pulse transit time before and at 3−6 months after CPAP therapy. Nocturnal BP and NBPF frequency in REM and non-REM sleep were investigated, as well as NBPF pattern changes after receiving CPAP therapy. CPAP therapy resulted in significant reductions in the apnea−hypopnea index (AHI), arousal index, nocturnal systolic and diastolic BP, and NBPF frequency in REM and non-REM sleep (all p < 0.01). A higher AHI before CPAP resulted in lower nocturnal systolic BP (r = 0.40, p = 0.019) and NBPFs (r = 0.51, p = 0.002) after CPAP. However, 58.8% of patients showed no change in NBPF patterns with CPAP therapy. CPAP therapy significantly improved almost all sleep-related parameters, nocturnal BP, and NBPF frequency in REM and non-REM sleep periods, but NBPF patterns showed various changes post-CPAP therapy. These results suggest that factors other than OSA influence changes in NBPF patterns.
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Affiliation(s)
- Hajime Kumagai
- Department of Sleep Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 7348553, Japan
- Hiroshima Minato Clinic, Hiroshima 7340014, Japan
| | - Hiroyuki Sawatari
- Department of Perioperative and Critical Care Management, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 7348553, Japan
| | - Tetsuro Hoshino
- Department of Sleep Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 7348553, Japan
- Department of Sleep Medicine and Sleep Disorders Center, Aichi Medical University Hospital, Nagakute 4801195, Japan
| | - Noriyuki Konishi
- Department of Sleep Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 7348553, Japan
- Department of Sleep Medicine and Sleep Disorders Center, Aichi Medical University Hospital, Nagakute 4801195, Japan
| | - Yuka Kiyohara
- Department of Sleep Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 7348553, Japan
| | - Kengo Kawaguchi
- Department of Sleep Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 7348553, Japan
| | - Yoko Murase
- Department of Sleep Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 7348553, Japan
| | - Ayako Urabe
- Department of Psychology and Medical Science, Graduate School of Psychology and Medical Sciences, Aichi Shukutoku University, Nagakute 4801197, Japan
| | - Aki Arita
- Department of Sleep Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 7348553, Japan
- Department of Sleep Medicine and Sleep Disorders Center, Aichi Medical University Hospital, Nagakute 4801195, Japan
| | - Toshiaki Shiomi
- Department of Sleep Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima 7348553, Japan
- Department of Sleep Medicine and Sleep Disorders Center, Aichi Medical University Hospital, Nagakute 4801195, Japan
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22
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Gleeson M, McNicholas WT. Bidirectional relationships of comorbidity with obstructive sleep apnoea. Eur Respir Rev 2022; 31:31/164/210256. [PMID: 35508332 PMCID: PMC9488957 DOI: 10.1183/16000617.0256-2021] [Citation(s) in RCA: 86] [Impact Index Per Article: 28.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 02/07/2022] [Indexed: 11/26/2022] Open
Abstract
Obstructive sleep apnoea (OSA) is frequently associated with comorbidities that include metabolic, cardiovascular, renal, pulmonary and neuropsychiatric. There is considerable evidence that OSA is an independent risk factor for many of these comorbidities but, more recently, there is evidence that some of these comorbidities may predispose to the development of OSA. Thus, there is growing evidence of a bidirectional relationship between OSA and comorbidity, especially for heart failure, metabolic syndrome and stroke. Potential mechanisms of bidirectional relationships differ in individual comorbidities with fluid retention and redistribution being especially important in heart failure and end-stage renal disease, whereas neural mechanisms may be more important in diabetes mellitus and stroke. The evidence for other comorbidities, such as hypertension and atrial fibrillation, support these being more a consequence of OSA with limited evidence to support a bidirectional relationship. The present review explores the evidence for such bidirectional relationships with a particular perspective on comorbidities that may predispose to OSA. The impact of therapy in bidirectional relationships is also reviewed, which highlights the clinical importance of accurate diagnosis. This aspect is especially true of COPD, where the identification of co-existing OSA has important implications for optimum therapy. Obstructive sleep apnoea (OSA) is an independent risk factor for comorbidity, especially cardiometabolic. However, some comorbidities may be risk factors for OSA, supporting a bidirectional relationship that may have important implications for treatment.https://bit.ly/3BbJy6V
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Affiliation(s)
- Margaret Gleeson
- School of Medicine, University College Dublin, and Dept of Respiratory and Sleep Medicine, St. Vincent's Hospital Group, Dublin, Ireland
| | - Walter T McNicholas
- School of Medicine, University College Dublin, and Dept of Respiratory and Sleep Medicine, St. Vincent's Hospital Group, Dublin, Ireland
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23
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Affiliation(s)
- Danny J. Eckert
- Adelaide Institute for Sleep HealthFlinders UniversityBedford Park, South Australia, Australia
| | - Scott A. Sands
- Division of Sleep MedicineBrigham and Women’s Hospital and Harvard Medical SchoolBoston, Massachusetts
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Brown J, Yazdi F, Jodari-Karimi M, Owen JG, Reisin E. Obstructive Sleep Apnea and Hypertension: Updates to a Critical Relationship. Curr Hypertens Rep 2022; 24:173-184. [PMID: 35246797 PMCID: PMC8897114 DOI: 10.1007/s11906-022-01181-w] [Citation(s) in RCA: 54] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/02/2022] [Indexed: 01/04/2023]
Abstract
Purpose of Review Obstructive sleep apnea (OSA) is an underdiagnosed illness linked to essential hypertension (HTN), resistant hypertension (r-HTN), and cardiovascular disease (CVD). This review provides updates on the epidemiology, pathophysiology, and treatments of OSA-associated HTN. Recent Findings Mild sleep apnea increases the risk for HTN. Eighty-nine percent of young patients aged 18–35 with HTN not attributed to secondary causes have underlying OSA. Home sleep studies are noninferior to formal polysomnography for OSA diagnosis. Nocturnal oxygen desaturation rate is positively correlated with HTN severity. Gut microbiome neo-colonization in response to high-fat diet cravings in patients with OSA alters immune function and worsens HTN. Carbonic anhydrase inhibitors and probiotics show newfound potential for OSA-associated HTN treatment. OSA recognition improves hospital outcomes after a STEMI. Hypoxia-inducible factor (HIF) transcription increases in a dose-dependent manner to hypoxia, and HIFs are strongly linked to cancer growth. Summary OSA and HTN are comorbid conditions with adversely connected pathophysiology including sympathetic hyperactivity, gut dysbiosis, proinflammation, endothelial damage, rostral fluid shifts, pharyngeal collapse, intravascular fluid retention, nocturnal energy expenditure, and metabolic derangements. The dose–response effect of OSA on HTN severity challenges blood pressure (BP) control, so those with refractory HTN should be screened for OSA.
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Affiliation(s)
- John Brown
- School of Medicine, Louisiana State University Health Sciences Center, Gravier Street, New Orleans, LA, 70112, USA
| | - Farshid Yazdi
- Section of Nephrology, Department of Medicine, Louisiana State University Health Sciences Center, 1542 Tulane Avenue, New Orleans, LA, 70112, USA.
| | - Mona Jodari-Karimi
- School of Medicine, Louisiana State University Health Sciences Center, Gravier Street, New Orleans, LA, 70112, USA
| | - Jonathan G Owen
- Section of Nephrology, Department of Medicine, University of New Mexico School of Medicine, 2211 Lomas Blvd NE, Albuquerque, NM, 87131, USA
| | - Efrain Reisin
- Section of Nephrology, Department of Medicine, Louisiana State University Health Sciences Center, 1542 Tulane Avenue, New Orleans, LA, 70112, USA
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25
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Liu P, Chen Q, Yuan F, Zhang Q, Zhang X, Xue C, Wei Y, Wang Y, Wang H. Clinical Predictors of Mixed Apneas in Patients with Obstructive Sleep Apnea (OSA). Nat Sci Sleep 2022; 14:373-380. [PMID: 35280432 PMCID: PMC8906897 DOI: 10.2147/nss.s351946] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 02/18/2022] [Indexed: 01/01/2023] Open
Abstract
Purpose Mixed events in obstructive sleep apnea (OSA) patients (mixed-OSA) indicate respiratory regulation instability and are essential for OSA pathogenesis and prognosis. It also shows a decreased compliance with continuous positive airway pressure (CPAP). Using predictors to identify mixed-OSA has significant clinical guidance for OSA precise diagnosis and treatment. This study aimed to establish a simple and accessible method for rapid screening of mixed-OSA, thus promoting OSA precise diagnosis. Patients and Methods A total of 907 patients with suspected OSA were screened, of which 513 OSA patients, including 344 with pure-OSA and 169 with mixed-OSA, were finally included in the study. The clinical characteristics and polysomnography (PSG) parameters of the two OSA groups were compared. Multivariate logistic regression analysis was used to investigate the factors affecting the morbidity of mixed-OSA. The receiver operating characteristic (ROC) curve was used to explore if some convenient PSG parameters can be used to predict mixed-OSA. Results About 33% of OSA patients were identified as mixed-OSA. Multivariate logistic regression analysis showed that apnea hypopnea index (AHI) and lowest oxygen saturation (LSO2) were independently associated with mixed-OSA after adjusting for age, sex, body mass index (BMI), smoking, drinking, hypertension, and Epworth Sleepiness Score (ESS) (AHI: OR=1.046, 95% CI 1.032-1.060, P < 0.001; LSO2: OR=0.958, 95% CI 0.936-0.981, P < 0.001). ROC curve analysis showed that AHI > 47 or LSO2 < 77% indicated mixed-OSA. The sensitivity and specificity of AHI> 47 was 0.952 and 0.652, respectively, and 0.822 and 0.675 for LSO2 < 77%, respectively. Conclusion Our research found that AHI > 47 or LSO2 < 77% are independently associated with mixed-OSA and can be used to quickly identify the occurrence of mixed-OSA. Therefore, this study can help detect mixed-OSA and precise individual diagnosis of OSA patients.
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Affiliation(s)
- Pengfei Liu
- Department of Sleep Medicine, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei, People’s Republic of China
| | - Quanhui Chen
- Department of Sleep Medicine, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei, People’s Republic of China
| | - Fang Yuan
- Department of Physiology, Hebei Key Laboratory of Neurophysiology, Shijiazhuang, Hebei, People’s Republic of China
| | - Qingru Zhang
- Department of Sleep Medicine, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei, People’s Republic of China
| | - Xiaoying Zhang
- Department of Sleep Medicine, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei, People’s Republic of China
| | - Chan Xue
- Department of Sleep Medicine, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei, People’s Republic of China
| | - Yuqing Wei
- Department of Sleep Medicine, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei, People’s Republic of China
| | - Yakun Wang
- Department of Sleep Medicine, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei, People’s Republic of China
| | - Hanqiao Wang
- Department of Sleep Medicine, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei, People’s Republic of China
- Department of Physiology, Hebei Key Laboratory of Neurophysiology, Shijiazhuang, Hebei, People’s Republic of China
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26
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Zeng X, Ma D, Wu K, Yang Q, Zhang S, Luo Y, Wang D, Ren Y, Zhang N. Development and validation of a clinical model to predict hypertension in consecutive patients with obstructive sleep apnea hypopnea syndrome: a hospital-based study and nomogram analysis. Am J Transl Res 2022; 14:819-830. [PMID: 35273687 PMCID: PMC8902532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 12/13/2021] [Indexed: 06/14/2023]
Abstract
BACKGROUND To screen for risk predictors of hypertension in patients with Obstructive Sleep Apnea Hypopnea Syndrome (OSAHS) and develop and validate a clinical model for individualized prediction of hypertension in consecutive patients with OSAHS. METHODS 114 consecutive patients with OSAHS confirmed by PSG monitoring participated in this study. Those individuals were divided into two sets at a ratio of 7:3, using computer-generated random numbers: 82 individuals were assigned to the training set and 32 to the validation set. Important risk predictors of hypertension in individuals with OSAHS were confirmed using the LASSO method and a clinical nomogram constructed. The predictive accuracy was assessed by unadjusted concordance index (C-index) and calibration plot. RESULTS Univariate and multivariate regression analysis identified BMI, REM-AHI, REM-MSpO2 and T90% as predictive risk factors of OSAHS. Those risk factors were used to construct a clinical predictive nomogram. The calibration curves for hypertension in patients with OSAHS risk revealed excellent accuracy of the predictive nomogram model, internally and externally. The unadjusted concordance index (C-index) for the training and validation set was 0.897 [95% CI 0.795-0.912] and 0.894 [95% CI 0.788-0.820] respectively. The AUC of the training and validation set was 0.8175882 and 0.8031522, respectively. Decision curve analysis showed that the predictive model could be applied clinically when the threshold probability was 20 to 80%. CONCLUSION We constructed and validated a clinical nomogram to individually predict the occurrence of hypertension in patients with OSAHS. We determined that BMI, REM-AHI, REM-MSpO2 and T90% were independent risk predictors for hypertension in patients with OSAHS. This practical prognostic nomogram may help improve clinical decision making.
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Affiliation(s)
- Xiangxia Zeng
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical UniversityGuangzhou 510120, Guangdong, China
| | - Danjie Ma
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical UniversityGuangzhou 510120, Guangdong, China
| | - Kang Wu
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical UniversityGuangzhou 510120, Guangdong, China
| | - Qifeng Yang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical UniversityGuangzhou 510120, Guangdong, China
| | - Sun Zhang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical UniversityGuangzhou 510120, Guangdong, China
| | - Yateng Luo
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical UniversityGuangzhou 510120, Guangdong, China
| | - Donghao Wang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical UniversityGuangzhou 510120, Guangdong, China
| | - Yingying Ren
- Medical Record Management Department, The First Affiliated Hospital of Guangzhou Medical UniversityGuangzhou 510120, Guangdong, China
| | - Nuofu Zhang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical UniversityGuangzhou 510120, Guangdong, China
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27
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Picard F, Panagiotidou P, Tammen AB, Wolf-Pütz A, Steffen M, Gerhardy HJ, Waßenberg S, Klein RM. Nocturnal blood pressure and nocturnal blood pressure fluctuations: the effect of short-term CPAP therapy and their association with the severity of obstructive sleep apnea. J Clin Sleep Med 2022; 18:361-371. [PMID: 34314347 PMCID: PMC8804991 DOI: 10.5664/jcsm.9564] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
STUDY OBJECTIVES We determined the relationship of cardiovascular risk factors, cardiovascular diseases, nocturnal blood pressure (NBP), and NBP fluctuations (NBPFs) with the severity of obstructive sleep apnea (OSA). We also investigated the effect of short-term continuous positive airway pressure therapy on NBP parameters. METHODS This retrospective study included 548 patients from our cardiac clinic with suspected OSA. Patients underwent polysomnography and continuous NBP measurement using the pulse transit time. According to their apnea-hypopnea index (AHI), patients were subclassified as controls (AHI < 5 events/h), mild (AHI 5 to < 15 events/h), moderate (AHI 15 to < 30 events/h), and severe OSA (AHI ≥ 30 events/h); 294 patients received continuous positive airway pressure therapy. RESULTS Analysis of covariance showed that NBP and the frequency of NBPFs were the highest in severe followed by moderate and mild OSA (all P < .001). Multivariable regression analysis revealed a significant association of NBPFs with AHI, body mass index, systolic NBP, and lowest SpO2. The severity of OSA is also associated with the frequency of obesity, hypertension, diabetes mellitus, atrial fibrillation, heart failure (all P < .001), and coronary artery disease (P = .035). Short-term continuous positive airway pressure decreased the frequency of NBPFs in all OSA groups and the systolic NBP in severe and moderate but not in mild OSA. CONCLUSIONS The severity of OSA is associated with an increase in NBP and NBPFs. Continuous positive airway pressure reduces NBP parameters already after the first night. In addition to BP, the diagnosis and therapy of NBPFs should be considered in patients with OSA. CLINICAL TRIAL REGISTRATION Registry: German Clinical Trials Register; Name: Nocturnal blood pressure and nocturnal blood pressure fluctuations associated with the severity of obstructive sleep apnea; URL: https://www.drks.de/drks_web/navigate.do?navigationId=trial.HTML&TRIAL_ID=DRKS00024087; Identifier: DRKS00024087. CITATION Picard F, Panagiotidou P, Tammen A-B, et al. Nocturnal blood pressure and nocturnal blood pressure fluctuations: the effect of short-term CPAP therapy and their association with the severity of obstructive sleep apnea. J Clin Sleep Med. 2022;18(2):361-371.
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Affiliation(s)
- Frauke Picard
- Department of Cardiology, Augusta Hospital Düsseldorf, Academic Teaching Hospital of the University Faculty of Health, Düsseldorf, Germany,Address correspondence to: Dr. Frauke Picard, PhD, Augusta-Krankenhaus, Akademisches Lehrkrankenhaus der Universität Düsseldorf, Klinik für Kardiologie, Amalienstraße 9, 40472 Düsseldorf;
| | - Petroula Panagiotidou
- Department of Cardiology, Augusta Hospital Düsseldorf, Academic Teaching Hospital of the University Faculty of Health, Düsseldorf, Germany
| | - Anne-Beke Tammen
- Department of Cardiology, Augusta Hospital Düsseldorf, Academic Teaching Hospital of the University Faculty of Health, Düsseldorf, Germany
| | - Anamaria Wolf-Pütz
- Department of Cardiology, Augusta Hospital Düsseldorf, Academic Teaching Hospital of the University Faculty of Health, Düsseldorf, Germany
| | - Maximilian Steffen
- Department of Cardiology, Augusta Hospital Düsseldorf, Academic Teaching Hospital of the University Faculty of Health, Düsseldorf, Germany
| | - Hanno Julian Gerhardy
- Department of Cardiology, Augusta Hospital Düsseldorf, Academic Teaching Hospital of the University Faculty of Health, Düsseldorf, Germany
| | | | - Rolf Michael Klein
- Department of Cardiology, Augusta Hospital Düsseldorf, Academic Teaching Hospital of the University Faculty of Health, Düsseldorf, Germany,Department of Cardiology, University Hospital Witten/Herdecke, Witten, Germany
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28
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Cagna DR, Donovan TE, McKee JR, Eichmiller F, Metz JE, Albouy JP, Marzola R, Murphy KG, Troeltzsch M. Annual review of selected scientific literature: A report of the Committee on Scientific Investigation of the American Academy of Restorative Dentistry. J Prosthet Dent 2021; 126:276-359. [PMID: 34489050 DOI: 10.1016/j.prosdent.2021.06.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 06/22/2021] [Accepted: 06/22/2021] [Indexed: 11/26/2022]
Abstract
The Scientific Investigation Committee of the American Academy of Restorative Dentistry offers this review of the 2020 professional literature in restorative dentistry to inform busy dentists regarding noteworthy scientific and clinical progress over the past year. Each member of the committee brings discipline-specific expertise to this work to cover this broad topic. Specific subject areas addressed include prosthodontics; periodontics, alveolar bone, and peri-implant tissues; implant dentistry; dental materials and therapeutics; occlusion and temporomandibular disorders (TMDs); sleep-related breathing disorders; oral medicine and oral and maxillofacial surgery; and dental caries and cariology. The authors focused their efforts on reporting information likely to influence day-to-day dental treatment decisions with a keen eye on future trends in the profession. With the tremendous volume of dentistry and related literature being published today, this review cannot possibly be comprehensive. The purpose is to update interested readers and provide important resource material for those interested in pursuing greater detail. It remains our intent to assist colleagues in navigating the extensive volume of important information being published annually. It is our hope that readers find this work useful in successfully managing the dental patients they encounter.
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Affiliation(s)
- David R Cagna
- Professor, Associate Dean, Chair and Residency Director, Department of Prosthodontics, University of Tennessee Health Sciences Center College of Dentistry, Memphis, Tenn.
| | - Terence E Donovan
- Professor, Department of Comprehensive Oral Health, University of North Carolina School of Dentistry, Chapel Hill, NC
| | | | - Frederick Eichmiller
- Vice President and Science Officer, Delta Dental of Wisconsin, Stevens Point, Wis
| | | | - Jean-Pierre Albouy
- Assistant Professor of Prosthodontics, Department of Restorative Sciences, University of North Carolina School of Dentistry, Chapel Hill, NC
| | | | - Kevin G Murphy
- Associate Clinical Professor, Department of Periodontics, University of Maryland College of Dentistry, Baltimore, Md; Private practice, Baltimore, Md
| | - Matthias Troeltzsch
- Associate Professor, Department of Oral and Maxillofacial Surgery, Ludwig-Maximilians University of Munich, Munich, Germany; Private practice, Ansbach, Germany
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29
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Oksenberg A, Goizman V, Eitan E, Nasser K, Gadoth N, Leppänen T. How sleepy patients differ from non-sleepy patients in mild obstructive sleep apnea? J Sleep Res 2021; 31:e13431. [PMID: 34327744 DOI: 10.1111/jsr.13431] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 05/10/2021] [Accepted: 06/14/2021] [Indexed: 01/19/2023]
Abstract
To aim is investigate whether demographic, polysomnographic or sleep behaviour data differ between non-sleepy, sleepy and very sleepy patients with mild obstructive sleep apnea. The study population consisted of 439 consecutive adult patients diagnosed with mild obstructive sleep apnea (5 ≤ apnea-hypopnea index < 15) after a complete polysomnographic evaluation. The patients were divided into three groups based on subjective sleepiness: very sleepy (Epworth Sleepiness Scale ≥ 16, n = 59); sleepy (10 < Epworth Sleepiness Scale < 16, n = 102); and non-sleepy (Epworth Sleepiness Scale ≤ 10, n = 278). Demographic, polysomnographic and sleep behaviour data were compared between the groups. There were no statistically significant differences in breathing abnormality indices and most of the demographic features between the groups. The number of arousals was significantly higher in the very sleepy group compared with the non-sleepy group (140.8 ± 105.2 versus 107.6 ± 72.2). Very sleepy patients reported feeling sleepy during the daytime more often (42.4% versus 31.7%) and sleeping significantly less during the week compared with non-sleepy patients. Also, a significantly higher proportion of sleepy (47.1%) and very sleepy patients (44.1%) reported taking naps during weekends compared with non-sleepy patients (35.6%). In a regression analysis, also total sleep time (β = 0.045), sleep efficiency (β = -0.160), apnea index (β = -0.397), apnea-hypopnea index in supine position (β = 0.044), periodic limb movement index (β = 0.196) and periodic limb movement-related arousal index (β = -0.210) affected subjective daytime sleepiness. The results suggest that excessive daytime sleepiness in patients with mild obstructive sleep apnea appears to be related to inadequate sleeping habits (i.e. insufficient sleep during working days) and decreased sleep quality rather than differences in breathing abnormalities.
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Affiliation(s)
- Arie Oksenberg
- Sleep Disorders Unit, Loewenstein Hospital - Rehabilitation Center, Raanana, Israel
| | - Vlada Goizman
- Sleep Disorders Unit, Loewenstein Hospital - Rehabilitation Center, Raanana, Israel
| | - Edith Eitan
- Sleep Disorders Unit, Loewenstein Hospital - Rehabilitation Center, Raanana, Israel
| | - Kitham Nasser
- Sleep Disorders Unit, Loewenstein Hospital - Rehabilitation Center, Raanana, Israel
| | - Natan Gadoth
- Sleep Disorders Unit, Loewenstein Hospital - Rehabilitation Center, Raanana, Israel.,Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Timo Leppänen
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland.,Diagnostic Imaging Center, Kuopio University Hospital, Kuopio, Finland
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30
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Cardiac imageology changes in patients with mild obstructive sleep apnea without cardiovascular disease. Sleep Breath 2021; 26:595-604. [PMID: 34185231 DOI: 10.1007/s11325-021-02421-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 05/08/2021] [Accepted: 06/11/2021] [Indexed: 12/09/2022]
Abstract
PURPOSE This study aims to assess changes in cardiac imageology of patients with mild obstructive sleep apnea (OSA) without cardiovascular disease. METHODS All enrolled participants underwent polysomnography (PSG). Some participants underwent transthoracic echocardiography, speckle tracking echocardiography, and cardiac-enhanced magnetic resonance imaging (MRI) if they were willing. They were divided into three groups according to PSG results: non-OSA, mild OSA, and moderate-to-severe OSA. Imageology parameters were compared, and the relationship between OSA severity and imageology indices was analyzed by correlation analysis and multiple linear regression. RESULTS Of the 352 enrolled participants, 274 participants with OSA had an apnea-hypopnea index (AHI) of ≥ 5 (86 mild OSA and 188 moderate-to-severe OSA cases), and 78 participants with non-OSA had an AHI of < 5. Transthoracic echocardiography showed that E/A and E'/A' values were lower in the mild OSA group than in the non-OSA group (1.12 ± 0.37 vs 1.27 ± 0.45 and 0.83 ± 0.33 vs 0.99 ± 0.42, respectively, p < 0.05). The aorta and ascending aorta widths were smaller in the mild OSA group than in the moderate-and-severe OSA groups (27.36 ± 2.87 mm vs 28.87 ± 2.95 mm and 30.27 ± 3.79 mm vs 31.63 ± 3.74 mm, respectively, p < 0.05). A regression analysis showed that cardiac function changes in patients with OSA may be related to age, obesity, and OSA severity. CONCLUSION Patients with mild OSA without cardiovascular disease displayed changes in cardiac structure and function on transthoracic echocardiography.
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31
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Pansani AP, Schoorlemmer GH, Ferreira CB, Rossi MV, Angheben JMM, Ghazale PP, Gomes KP, Cravo SL. Chronic apnea during REM sleep increases arterial pressure and sympathetic modulation in rats. Sleep 2021; 44:5999487. [PMID: 33231257 DOI: 10.1093/sleep/zsaa249] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 10/07/2020] [Indexed: 12/16/2022] Open
Abstract
STUDY OBJECTIVES Obstructive sleep apnea can induce hypertension. Apneas in REM may be particularly problematic: they are independently associated with hypertension. We examined the role of sleep stage and awakening on acute cardiovascular responses to apnea. In addition, we measured cardiovascular and sympathetic changes induced by chronic sleep apnea in REM sleep. METHODS We used rats with tracheal balloons and electroencephalogram and electromyogram electrodes to induce obstructive apnea during wakefulness and sleep. We measured the electrocardiogram and arterial pressure by telemetry and breathing effort with a thoracic balloon. RESULTS Apneas induced during wakefulness caused a pressor response, intense bradycardia, and breathing effort. On termination of apnea, arterial pressure, heart rate, and breathing effort returned to basal levels within 10 s. Responses to apnea were strongly blunted when apneas were made in sleep. Post-apnea changes were also blunted when rats did not awake from apnea. Chronic sleep apnea (15 days of apnea during REM sleep, 8 h/day, 13.8 ± 2 apneas/h, average duration 12 ± 0.7 s) reduced sleep time, increased awake arterial pressure from 111 ± 6 to 118 ± 5 mmHg (p < 0.05) and increased a marker for sympathetic activity. Chronic apnea failed to change spontaneous baroreceptor sensitivity. CONCLUSION Our results suggest that sleep blunts the diving-like response induced by apnea and that acute post-apnea changes depend on awakening. In addition, our data confirm that 2 weeks of apnea during REM causes sleep disruption and increases blood pressure and sympathetic activity.
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Affiliation(s)
- Aline P Pansani
- Department of Physiological Sciences, Universidade Federal de Goiás, Goiás, Brazil.,Department of Physiology, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Guus H Schoorlemmer
- Department of Physiology, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Caroline B Ferreira
- Department of Physiology, Universidade Federal de São Paulo, São Paulo, Brazil.,Department of Pharmacology, Universidade de São Paulo, São Paulo, Brazil
| | - Marcio V Rossi
- Department of Physiology, Universidade Federal de São Paulo, São Paulo, Brazil
| | | | - Poliana P Ghazale
- Department of Neurology and Neuroscience, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Karina P Gomes
- Department of Physiological Sciences, Universidade Federal de Goiás, Goiás, Brazil
| | - Sergio L Cravo
- Department of Physiology, Universidade Federal de São Paulo, São Paulo, Brazil
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Bauters FA, Hertegonne KB, Pevernagie D, De Buyzere ML, Chirinos JA, Rietzschel ER. Sex differences in the association between arterial hypertension, blood pressure, and sleep apnea in the general population. J Clin Sleep Med 2021; 17:1057-1066. [PMID: 33576736 DOI: 10.5664/jcsm.9142] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
STUDY OBJECTIVES To assess sex-related differences in the relationship between hypertension (HT), blood pressure (BP), and sleep apnea in the general population. METHODS We performed home polygraphy in a cohort of 1809 men and women in the general population. Office BP was measured. Presence of HT (drug-treated, physician-diagnosed, or high BP during study visit) was also recorded. HT rate and BP were assessed over a range of 7 sleep apnea severity categories based on the respiratory event index (REI). RESULTS The age-adjusted HT prevalence rate increased with higher REI in both sexes. After additional adjustment for obesity the association remained significant in women but not in men. In participants not treated with antihypertensive medications, age-adjusted BP increased with REI. Remarkably, the association was already significant within the normal range (REI < 5 events/h). The REI threshold for higher BP was situated at a distinctly lower cutoff point in women compared to men. After additional adjustment for obesity, the associations remained significant for diastolic but not systolic BP. CONCLUSIONS Significant increases in the age-adjusted BP and HT rate in the general population were present at lower REI cutoffs in women compared to men. Even a very low number of respiratory events was associated with higher BP and HT prevalence. Adjustment for obesity attenuated these associations, especially in men. Sex differences in BP susceptibility across the sleep apnea spectrum may be present.
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Affiliation(s)
- Fré A Bauters
- Ghent University Hospital, Department of Respiratory Medicine, Ghent, Belgium
| | - Katrien B Hertegonne
- Ghent University Hospital, Department of Respiratory Medicine, Ghent, Belgium.,Ghent University, Faculty of Medicine and Health Sciences, Department of Internal Medicine and Pediatrics, Ghent, Belgium
| | - Dirk Pevernagie
- Ghent University Hospital, Department of Respiratory Medicine, Ghent, Belgium.,Ghent University, Faculty of Medicine and Health Sciences, Department of Internal Medicine and Pediatrics, Ghent, Belgium
| | | | - Julio A Chirinos
- Hospital of the University of Pennsylvania and University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania.,University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Ernst R Rietzschel
- Ghent University, Faculty of Medicine and Health Sciences, Department of Internal Medicine and Pediatrics, Ghent, Belgium.,Ghent University Hospital, Department of Cardiology, Ghent, Belgium
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Del Pinto R, Grassi G, Ferri C, Pengo MF, Lombardi C, Pucci G, Salvetti M, Parati G. Diagnostic and Therapeutic Approach to Sleep Disorders, High Blood Pressure and Cardiovascular Diseases: A Consensus Document by the Italian Society of Hypertension (SIIA). High Blood Press Cardiovasc Prev 2021; 28:85-102. [PMID: 33630269 PMCID: PMC7952372 DOI: 10.1007/s40292-021-00436-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Accepted: 02/06/2021] [Indexed: 12/16/2022] Open
Abstract
Hypertension is a major contributor to fatal/nonfatal cardiovascular diseases, and timely identification and appropriate management of factors affecting hypertension and its control are mandatory public health issues. By inducing neurohormonal alterations and metabolic impairment, sleep disorders have an impact on a variety of cardiovascular risk factors, including hypertension, and ultimately increase the risk of cardiovascular events. There is evidence that qualitative and quantitative sleep disorders are associated with resistant hypertension and with impaired circadian blood pressure variations. However, sleep disturbances are often unrecognized, or heterogeneity exists in their management by non-specialists in the field. This document by the Italian Society of Hypertension summarizes the updated evidence linking sleep disorders to hypertension and cardiovascular diseases, the major underlying mechanisms, and the possible management strategies. A simplified, evidence-based diagnostic and therapeutic algorithm for comorbid hypertension and common sleep disorders, namely obstructive sleep apnoea and insomnia, is proposed.
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Affiliation(s)
- Rita Del Pinto
- Division of Internal Medicine and Nephrology, Department of Life, Health and Environmental Sciences (MeSVA), Center for Hypertension and Cardiovascular Prevention, University of L'Aquila, San Salvatore Hospital, L'Aquila, Italy
| | - Guido Grassi
- Department of Medicine and Surgery, Milano Bicocca University, San Gerardo dei Tintori Hospital, Milan, Monza, Italy.
| | - Claudio Ferri
- Department of Medicine and Surgery, Milano Bicocca University, San Gerardo dei Tintori Hospital, Milan, Monza, Italy
| | - Martino F Pengo
- Department of Medicine and Surgery, San Luca Hospital Scientific Institute, Institute for Research, Hospitalisation and Healthcare (IRCCS) Istituto Auxologico Italiano, Milano Bicocca University, Milan, Italy
| | - Carolina Lombardi
- Department of Medicine and Surgery, San Luca Hospital Scientific Institute, Institute for Research, Hospitalisation and Healthcare (IRCCS) Istituto Auxologico Italiano, Milano Bicocca University, Milan, Italy
| | - Giacomo Pucci
- Internal Medicine Division, Department of Medicine, University of Perugia, "Santa Maria" Hospital, Terni, Italy
| | - Massimo Salvetti
- Department of Clinical and Experimental Sciences, University of Brescia and General Medical Division 2, ASST Spedali Civili Hospital, University of Brescia, Brescia, Italy
| | - Gianfranco Parati
- Department of Medicine and Surgery, San Luca Hospital Scientific Institute, Institute for Research, Hospitalisation and Healthcare (IRCCS) Istituto Auxologico Italiano, Milano Bicocca University, Milan, Italy
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Mihaicuta S, Udrescu L, Udrescu M, Toth IA, Topîrceanu A, Pleavă R, Ardelean C. Analyzing Neck Circumference as an Indicator of CPAP Treatment Response in Obstructive Sleep Apnea with Network Medicine. Diagnostics (Basel) 2021; 11:86. [PMID: 33430294 PMCID: PMC7825682 DOI: 10.3390/diagnostics11010086] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 12/30/2020] [Accepted: 01/05/2021] [Indexed: 11/17/2022] Open
Abstract
We explored the relationship between obstructive sleep apnea (OSA) patients' anthropometric measures and the CPAP treatment response. To that end, we processed three non-overlapping cohorts (D1, D2, D3) with 1046 patients from four sleep laboratories in Western Romania, including 145 subjects (D1) with one-night CPAP therapy. Using D1 data, we created a CPAP-response network of patients, and found neck circumference (NC) as the most significant qualitative indicator for apnea-hypopnea index (AHI) improvement. We also investigated a quantitative NC cutoff value for OSA screening on cohorts D2 (OSA-diagnosed) and D3 (control), using the area under the curve. As such, we confirmed the correlation between NC and AHI (ρ=0.35, p<0.001) and showed that 71% of diagnosed male subjects had bigger NC values than subjects with no OSA (area under the curve is 0.71, with 95% CI 0.63-0.79, p<0.001); the optimal NC cutoff is 41 cm, with a sensitivity of 0.8099, a specificity of 0.5185, positive predicted value (PPV) = 0.9588, negative predicted value (NPV) = 0.1647, and positive likelihood ratio (LR+) = 1.68. Our NC =41 cm threshold classified the D1 patients' CPAP responses-measured as the difference in AHI prior to and after the one-night use of CPAP-with a sensitivity of 0.913 and a specificity of 0.859.
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Affiliation(s)
- Stefan Mihaicuta
- Department of Pulmonology, “Victor Babeş” University of Medicine and Pharmacy Timişoara, 300041 Timişoara, Romania; (S.M.); (I.-A.T.)
- CardioPrevent Foundation, 3 Calea Dorobanţilor, 300134 Timişoara, Romania;
| | - Lucreţia Udrescu
- Department I—Drug Analysis, “Victor Babeş” University of Medicine and Pharmacy Timişoara, 2 Eftimie Murgu Sq., 300041 Timişoara, Romania
| | - Mihai Udrescu
- Department of Computer and Information Technology, University Politehnica of Timişoara, 2 Vasile Pârvan Blvd., 300223 Timişoara, Romania; (M.U.); (A.T.)
- Timişoara Institute of Complex Systems, 18 Vasile Lucaciu Str., 300044 Timişoara, Romania
| | - Izabella-Anita Toth
- Department of Pulmonology, “Victor Babeş” University of Medicine and Pharmacy Timişoara, 300041 Timişoara, Romania; (S.M.); (I.-A.T.)
| | - Alexandru Topîrceanu
- Department of Computer and Information Technology, University Politehnica of Timişoara, 2 Vasile Pârvan Blvd., 300223 Timişoara, Romania; (M.U.); (A.T.)
| | - Roxana Pleavă
- Department of Cardiology, “Victor Babeş” University of Medicine and Pharmacy Timişoara, 300041 Timişoara, Romania;
| | - Carmen Ardelean
- CardioPrevent Foundation, 3 Calea Dorobanţilor, 300134 Timişoara, Romania;
- Department of Cardiology, “Victor Babeş” University of Medicine and Pharmacy Timişoara, 300041 Timişoara, Romania;
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Randerath WJ, Herkenrath S, Treml M, Grote L, Hedner J, Bonsignore MR, Pépin JL, Ryan S, Schiza S, Verbraecken J, McNicholas WT, Pataka A, Sliwinski P, Basoglu ÖK. Evaluation of a multicomponent grading system for obstructive sleep apnoea: the Baveno classification. ERJ Open Res 2021; 7:00928-2020. [PMID: 33681346 PMCID: PMC7917384 DOI: 10.1183/23120541.00928-2020] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Accepted: 12/22/2020] [Indexed: 12/12/2022] Open
Abstract
New findings on pathophysiology, epidemiology, and outcome have raised concerns on the relevance of the apnoea-hypopnoea index (AHI) in the classification of obstructive sleep apnoea (OSA) severity. Recently, a multicomponent grading system decision integrating symptomatology and comorbidities (Baveno classification), was proposed to characterise OSA and to guide therapeutic decisions. We evaluated whether this system reflects the OSA population, whether it translates into differences in outcomes, and whether the addition of AHI improves the scheme. A total of 14 499 OSA patients from the European Sleep Apnoea Database cohort were analysed. The groups were homogeneously distributed and were found to clearly stratify the population with respect to baseline parameters. Differences in sleepiness and blood pressure between the groups were analysed in a subgroup of patients after 24-36 months of treatment. Group A (minor symptoms and comorbidities) did not demonstrate any effect of treatment on outcome. However, groups B (severe symptoms, minor comorbidities), C (minor symptoms, severe comorbidities) and D (severe symptoms and comorbidities) were associated with improvement in either or both parameters with treatment. The AHI is an essential prerequisite of the diagnosis; however, adding the AHI did not improve the classification. Rather, it was inferior with respect to guiding the treatment decision. Thus, the Baveno classification allows a better stratification of the OSA population and may provide a better guidance for therapeutic decisions in OSA.
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Affiliation(s)
- Winfried J. Randerath
- Institute of Pneumology at the University of Cologne, Bethanien Hospital, Clinic for Pneumology and Allergology, Centre of Sleep Medicine and Respiratory Care, Solingen, Germany
| | - Simon Herkenrath
- Institute of Pneumology at the University of Cologne, Bethanien Hospital, Clinic for Pneumology and Allergology, Centre of Sleep Medicine and Respiratory Care, Solingen, Germany
| | - Marcel Treml
- Institute of Pneumology at the University of Cologne, Bethanien Hospital, Clinic for Pneumology and Allergology, Centre of Sleep Medicine and Respiratory Care, Solingen, Germany
| | - Ludger Grote
- Dept of Sleep Medicine, Respiratory Medicine and Allergology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Jan Hedner
- Dept of Sleep Medicine, Respiratory Medicine and Allergology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Maria Rosaria Bonsignore
- PROMISE Dept, University of Palermo and CNR Institute of Biomedical Research and Innovation (IRIB), Palermo, Italy
| | - Jean Louis Pépin
- HP2 Laboratory, INSERM U1042, Grenoble Alpes University and EFCR Laboratory, Thorax and Vessels Division, Grenoble Alpes University Hospital, Grenoble, France
| | - Silke Ryan
- Dept of Respiratory and Sleep Medicine, St Vincent's University Hospital and School of Medicine, University College Dublin, Dublin, Ireland
| | - Sophia Schiza
- Dept of Respiratory Medicine, Sleep Disorders Center, Medical School, University of Crete, Heraklion, Greece
| | - Johan Verbraecken
- Multidisciplinary Sleep Disorders Centre, Antwerp University Hospital and University of Antwerp, Edegem-Antwerp, Belgium
| | - Walter T. McNicholas
- Dept of Respiratory and Sleep Medicine, St Vincent's University Hospital and School of Medicine, University College Dublin, Dublin, Ireland
| | - Athanasia Pataka
- Respiratory Failure Unit, G. Papanikolaou Hospital, Thessaloniki, Greece
| | - Pawel Sliwinski
- Institute of Tuberculosis and Lung Diseases, 4th Dept of Respiratory Medicine, Warsaw, Poland
| | - Özen K. Basoglu
- Dept of Chest Diseases, Ege University School of Medicine, Izmir, Turkey
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36
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Quan SF, Budhiraja R, Javaheri S, Parthasarathy S, Berry RB. The Association Between Obstructive Sleep Apnea Defined by 3 Percent Oxygen Desaturation or Arousal Definition and Self-Reported Cardiovascular Disease in the Sleep Heart Health Study. SOUTHWEST JOURNAL OF PULMONARY AND CRITICAL CARE 2020; 21:86-103. [PMID: 33163289 DOI: 10.13175/swjpcc054-20] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Background Studies have established that OSA defined using a hypopnea definition requiring a ≥4% oxygen desaturation (AHI4%) is associated with cardiovascular (CVD) or coronary heart (CHD) disease. This study determined whether OSA defined using a hypopnea definition characterized by a ≥3% oxygen desaturation or an arousal (AHI3%A) is associated with CVD/CHD. Methods Data were analyzed from 6307 Sleep Heart Health Study participants who had polysomnography. Self-reported CVD included angina, heart attack, heart failure, stroke, previous coronary bypass surgery or angioplasty. Self-reported CHD included the aforementioned conditions but not stroke or heart failure. The association between OSA and CVD/CHD was examined using logistic regression models with stepwise inclusion of demographic, anthropometric, social/behavioral and co-morbid medical conditions. A parsimonious model in which diabetes and hypertension were excluded because of their potential to be on the causal pathway between OSA and CVD/CHD also was constructed. Results For CVD, the odds ratios and 95% confidence intervals for AHI3%A ≥30/hour were 1.39 (1.03-1.87) and 1.45 (1.09-1.94) in the fully adjusted and parsimonious models. Results for CHD were 1.29 (0.96-1.74) and 1.36 (0.99-1.85). In participants without OSA according to more stringent AHI4% criteria but with OSA using the AHI3%A definition, similar findings were observed. Conclusion OSA defined using an AHI3%A is associated with both CVD and CHD. Use of a more restrictive AHI4% definition will misidentify a large number of individuals with OSA who have CVD or CHD. These individuals may be denied access to therapy, potentially worsening their underlying CVD or CHD.
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Affiliation(s)
- Stuart F Quan
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.,Department of Medicine, University of Arizona College of Medicine, Tucson, AZ
| | - Rohit Budhiraja
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Sogol Javaheri
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | | | - Richard B Berry
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of Florida, Gainesville, FL
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Maity K, Nagarathna R, Anand A, Patil SS, Singh A, Rajesh SK, Ramesh L, Sridhar P, Thakur UK, Nagendra HR. Sleep Disorders in Individuals With High Risk for Diabetes in Indian Population. Ann Neurosci 2020; 27:183-189. [PMID: 34556958 PMCID: PMC8455005 DOI: 10.1177/0972753121998470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2020] [Accepted: 10/07/2020] [Indexed: 11/17/2022] Open
Abstract
Background: Sleep restores physiology and neurochemical components of our body and is essential for physical and mental health. Sleep disorders (SDs) are associated with insulin resistance and metabolic disorders. The association between SDs and diabetes needs to be understood in the Indian population. Purpose: The purpose was to investigate the association between SD and diabetes in the Indian population. Methods: As a part of nationwide Niyantrita Madhumeha Bharata Abhiyaan-2017 (NMB-2017), a cross-sectional study was conducted and data was collected from seven zones of India, after screening through the Indian Diabetes Risk Score (IDRS). The sleep quality was assessed on a scale of 1 to 4 (very good = 1, very bad = 4). The time taken to fall asleep (sleep latency) was assessed on a scale of 0 to 5 (“0” = nil and “5” = >1.5 h). Stress was assessed by the perceived stress scale. Results: Bad sleep quality was positively (odds ratio 1.055, CI [1.001, 1.113], and P < .01) associated with self-reported known diabetes. Increased time taken to fall in sleep (sleep latency) was associated significantly with IDRS high risk (odds ratio 1.085, CI [1.008, 1.168], and P = .01), with an average sleep latency /time takes to fall in sleep (maximum range 5 [>1.5 h], mode 2 [10 to 30 min]) minutes. Moderate stress was significantly associated with bad sleep quality (odds ratio 1.659). Conclusion: A positive association of bad sleep quality and stress with diabetes, and an increased sleep latency in the IDRS high-risk population point to the role of modifiable risk factors. Behavioral modification and stress reduction by using yoga may be beneficial in the better management of diabetes.
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Affiliation(s)
- Kalyan Maity
- Division of Yoga and Life Sciences, Swami Vivekananda Yoga Anusandhana Samsthana (S-VYASA), Bengaluru, Karnataka, India.,Department of Neurology, Neuroscience Research Lab, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Raghuram Nagarathna
- Arogyadhama, Vivekananda Yoga Anusandhana Samsthana (VYASA), Bengaluru, Karnataka, India
| | - Akshay Anand
- Department of Neurology, Neuroscience Research Lab, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, India.,Centre for Mind Body Medicine, PGIMER, Chandigarh, India.,Centre of Phenomenology and Cognitive Sciences, Panjab University, Chandigarh, India
| | - Suchitra S Patil
- Division of Yoga and Life Sciences, Swami Vivekananda Yoga Anusandhana Samsthana (S-VYASA), Bengaluru, Karnataka, India
| | - Amit Singh
- Division of Yoga and Life Sciences, Swami Vivekananda Yoga Anusandhana Samsthana (S-VYASA), Bengaluru, Karnataka, India
| | - S K Rajesh
- Division of Yoga and Physical Sciences, Swami Vivekananda Yoga Anusandhana Samsthana (S-VYASA), Bengaluru, Karnataka, India
| | - Latha Ramesh
- Division of Yoga and Life Sciences, Swami Vivekananda Yoga Anusandhana Samsthana (S-VYASA), Bengaluru, Karnataka, India
| | - P Sridhar
- Division of Yoga and Life Sciences, Swami Vivekananda Yoga Anusandhana Samsthana (S-VYASA), Bengaluru, Karnataka, India
| | - Uttam Kumar Thakur
- Department of General Surgery, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
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Pevernagie DA, Gnidovec‐Strazisar B, Grote L, Heinzer R, McNicholas WT, Penzel T, Randerath W, Schiza S, Verbraecken J, Arnardottir ES. On the rise and fall of the apnea−hypopnea index: A historical review and critical appraisal. J Sleep Res 2020; 29:e13066. [DOI: 10.1111/jsr.13066] [Citation(s) in RCA: 74] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 04/01/2020] [Accepted: 04/20/2020] [Indexed: 12/13/2022]
Affiliation(s)
- Dirk A. Pevernagie
- Department of Lung Diseases Ghent University Hospital Gent Belgium
- Department of Internal Medicine and Paediatrics Ghent University Ghent Belgium
| | | | - Ludger Grote
- Department for Respiratory Disease Sahlgrenska University Hospital Centre for Sleep and Wake Disorders Sahlgrenska Academy Gothenburg University Gothenburg Sweden
| | - Raphael Heinzer
- Pulmonary Department Center for Investigation and Research in Sleep (CIRS) Lausanne University Hopital Lausanne Switzerland
| | - Walter T. McNicholas
- School of Medicine University College Dublin Department of Respiratory and Sleep Medicine St Vincent’s Hospital Group Dublin Ireland
| | - Thomas Penzel
- Interdisciplinary Sleep Medicine Center Charité University Hospital Berlin Berlin Germany
- Russian Federation Saratov State University Saratov Russia
| | - Winfried Randerath
- Institute of Pneumology at the University of Cologne Solingen Germany
- Bethanien Hospital Clinic for Pneumology and Allergology Centre of Sleep Medicine and Respiratory Care Solingen Germany
| | - Sophia Schiza
- Sleep Disorders Unit Department of Respiratory Medicine Medical School University of Crete Rethimno Greece
| | - Johan Verbraecken
- Department of Pulmonary Medicine Multidisciplinary Sleep Disorders Centre Antwerp University Hospital and University of Antwerp Antwerp Belgium
| | - Erna S. Arnardottir
- Department of Engineering Reykjavik University Reykjavik Iceland
- Internal Medicine Services Landspitali – The National University Hospital of Iceland Reykjavik Iceland
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