1. |
- Minhas, Riaz, et al.
(författare)
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Association of Visual-Based Signals with Electroencephalography Patterns in Enhancing the Drowsiness Detection in Drivers with Obstructive Sleep Apnea
- 2024
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Ingår i: SENSORS. - 1424-8220. ; 24:8
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Tidskriftsartikel (refereegranskat)abstract
- Individuals with obstructive sleep apnea (OSA) face increased accident risks due to excessive daytime sleepiness. PERCLOS, a recognized drowsiness detection method, encounters challenges from image quality, eyewear interference, and lighting variations, impacting its performance, and requiring validation through physiological signals. We propose visual-based scoring using adaptive thresholding for eye aspect ratio with OpenCV for face detection and Dlib for eye detection from video recordings. This technique identified 453 drowsiness (PERCLOS >= 0.3 || CLOSDUR >= 2 s) and 474 wakefulness episodes (PERCLOS < 0.3 and CLOSDUR < 2 s) among fifty OSA drivers in a 50 min driving simulation while wearing six-channel EEG electrodes. Applying discrete wavelet transform, we derived ten EEG features, correlated them with visual-based episodes using various criteria, and assessed the sensitivity of brain regions and individual EEG channels. Among these features, theta-alpha-ratio exhibited robust mapping (94.7%) with visual-based scoring, followed by delta-alpha-ratio (87.2%) and delta-theta-ratio (86.7%). Frontal area (86.4%) and channel F4 (75.4%) aligned most episodes with theta-alpha-ratio, while frontal, and occipital regions, particularly channels F4 and O2, displayed superior alignment across multiple features. Adding frontal or occipital channels could correlate all episodes with EEG patterns, reducing hardware needs. Our work could potentially enhance real-time drowsiness detection reliability and assess fitness to drive in OSA drivers.
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2. |
- Altay, S., et al.
(författare)
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A Narrative Review of the Association of Obstructive Sleep Apnea with Hypertension: How to Treat Both When They Coexist?
- 2023
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Ingår i: Journal of Clinical Medicine. - 2077-0383. ; 12
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Tidskriftsartikel (refereegranskat)abstract
- Hypertension (HT) is a worldwide public health issue and an essential risk factor for cardiovascular and cerebrovascular diseases. Obstructive sleep apnea (OSA) is a condition characterized by recurrent episodes of apnea and hypopnea as a consequence of partial or complete obstruction of the upper airways due to anatomic and/or functional disturbances. There is mounting evidence of a relationship between OSA and HT. In patients with OSA, HT is predominantly nocturnal and characterized by high diastolic blood pressure and usually by a nondipping pattern. Optimizing the blood pressure control is recommended in the current guidelines as the first treatment option in hypertensive patients with OSA. Continuous positive airway pressure (CPAP) therapy may reduce blood pressure, albeit only slightly as a stand-alone treatment. CPAP, as an add-on treatment to antihypertensive medication, appears to be an efficient treatment modality when both conditions coexist. This narrative review aims to summarize the current perspectives on the association of OSA with HT and the treatment options available for adults with OSA-related HT.
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3. |
- Atceken, Zeynep, et al.
(författare)
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The Diagnostic Utility of Artificial Intelligence-Guided Computed Tomography-Based Severity Scores for Predicting Short-Term Clinical Outcomes in Adults with COVID-19 Pneumonia
- 2023
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Ingår i: Journal of Clinical Medicine. - 2077-0383. ; 12:22
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Tidskriftsartikel (refereegranskat)abstract
- Chest computed tomography (CT) imaging with the use of an artificial intelligence (AI) analysis program has been helpful for the rapid evaluation of large numbers of patients during the COVID-19 pandemic. We have previously demonstrated that adults with COVID-19 infection with high-risk obstructive sleep apnea (OSA) have poorer clinical outcomes than COVID-19 patients with low-risk OSA. In the current secondary analysis, we evaluated the association of AI-guided CT-based severity scores (SSs) with short-term outcomes in the same cohort. In total, 221 patients (mean age of 52.6 ± 15.6 years, 59% men) with eligible chest CT images from March to May 2020 were included. The AI program scanned the CT images in 3D, and the algorithm measured volumes of lobes and lungs as well as high-opacity areas, including ground glass and consolidation. An SS was defined as the ratio of the volume of high-opacity areas to that of the total lung volume. The primary outcome was the need for supplemental oxygen and hospitalization over 28 days. A receiver operating characteristic (ROC) curve analysis of the association between an SS and the need for supplemental oxygen revealed a cut-off score of 2.65 on the CT images, with a sensitivity of 81% and a specificity of 56%. In a multivariate logistic regression model, an SS > 2.65 predicted the need for supplemental oxygen, with an odds ratio (OR) of 3.98 (95% confidence interval (CI) 1.80–8.79; p < 0.001), and hospitalization, with an OR of 2.40 (95% CI 1.23–4.71; p = 0.011), adjusted for age, sex, body mass index, diabetes, hypertension, and coronary artery disease. We conclude that AI-guided CT-based SSs can be used for predicting the need for supplemental oxygen and hospitalization in patients with COVID-19 pneumonia.
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4. |
- Azarbarzin, A., et al.
(författare)
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Cardiovascular Benefit of Continuous Positive Airway Pressure in Adults with Coronary Artery Disease and Obstructive Sleep Apnea without Excessive Sleepiness
- 2022
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Ingår i: American Journal of Respiratory and Critical Care Medicine. - 1073-449X .- 1535-4970. ; 206:6, s. 767-774
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Tidskriftsartikel (refereegranskat)abstract
- Rationale: Randomized controlled trials of continuous positive airway pressure (CPAP) in patients with obstructive sleep apnea (OSA) have not demonstrated protection against adverse cardiovascular outcomes. Recently, observational studies revealed that OSA-related cardiovascular risk is concentrated in patients with an elevated pulse rate response to respiratory events (Delta HR). Objectives: Here, in this post hoc analysis of a prospective clinical trial, we test the hypothesis that a greater pretreatment Delta HR is associated with greater CPAP-related protection against adverse cardiovascular outcomes. Methods: Delta HR was measured from baseline polysomnography of the RICCADSA (Randomized Intervention with CPAP in CAD and OSA) randomized controlled trial (patients with coronary artery disease [CAD] and OSA [apnea-hypopnea index >= 15 events/h] with Epworth Sleepiness Scale score, 10; n(CPAP):n(control) = 113:113; male, 85%; age, 66 +/- 8 [mean +/- SD] yr). The primary outcome was a composite of repeat revascularization, myocardial infarction, stroke, and cardiovascular mortality. Multivariable Cox regression assessed whether the effect of CPAP was moderated by Delta HR (treatmentby-Delta HR interaction). Measurements and Main Results: The CPAP-related reduction in risk increased progressively with increasing pretreatment Delta HR (interaction hazard ratio [95% confidence interval], 0.49 [0.27 to 0.90] per SD increase in Delta HR; P, 0.05). This means that in patients with a Delta HR of 1 SD above the mean (i.e., 10 beats/min), CPAP was estimated to reduce cardiovascular risk by 59% (6% to 82%) (P<0.05), but no significant risk reduction was estimated in patients with a mean Delta HR (6 beats/min; CPAP risk reduction, 16% [253% to 54%]; P= 0.6). Conclusions: The protective effect of CPAP in patients with CAD and OSA without excessive sleepiness was modified by the Delta HR. Specifically, patients with higher Delta HR exhibit greater cardiovascular benefit from CPAP therapy.
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5. |
- Balcan, B., et al.
(författare)
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Impact of CPAP treatment on leptin and adiponectin in adults with coronary artery disease and nonsleepy obstructive sleep apnoea in the RICCADSA trial
- 2020
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Ingår i: Sleep Medicine. - : Elsevier BV. - 1389-9457 .- 1878-5506. ; 67, s. 7-14
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Tidskriftsartikel (refereegranskat)abstract
- Background: Increased leptin and decreased adiponectin levels are reported in coronary artery disease (CAD) as well as in obstructive sleep apnoea (OSA). Less is known regarding the impact of continuous positive airway pressure (CPAP) on these biomarkers. We aimed to determine variables associated with leptin and adiponectin in adults with CAD and nonsleepy OSA, and evaluate the effect of CPAP adjusted for confounding factors. Methods: This was one of the secondary outcomes of the RICCADSA trial, conducted in Sweden between 2005 and 2013. From 244 revascularized CAD and OSA patients (apnoeaehypopnoea index > 15/h) without excessive daytime sleepiness (Epworth Sleepiness Scale score <10), 196 with blood samples at baseline, after 3, and 12 months were included in the randomized controlled trial arm; of those, 98 were allocated to auto-titrating CPAP, and 98 to no-CPAP. Results: No significant changes in leptin and adiponectin levels were observed during follow-up, whereas Body-Mass-Index and waist circumference increased in both CPAP and no-CPAP groups with no significant between-group differences. Alterations in plasma leptin were determined by changes in waist circumference (beta coefficient 2.47; 95% confidence interval 0.77-4.40), whereas none of the analyzed parameters was predictive for changes in adiponectin levels. No association was found with CPAP adherence. Conclusions: CPAP had no significant effect on leptin and adiponectin in this cohort of nonsleepy OSA patients. An increase in waist circumference predicted an increase in plasma levels of leptin after 12 months, suggesting that lifestyle modifications should be given priority in adults with CAD and OSA regardless of CPAP treatment. (C) 2019 Elsevier B.V. All rights reserved.
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6. |
- Balcan, B., et al.
(författare)
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REM-Predominant Obstructive Sleep Apnea in Patients with Coronary Artery Disease
- 2022
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Ingår i: Journal of Clinical Medicine. - : MDPI AG. - 2077-0383. ; 11:15
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Tidskriftsartikel (refereegranskat)abstract
- Obstructive sleep apnea (OSA) is common in adults with coronary artery disease (CAD). OSA that occurs predominantly during rapid-eye movement (REM) sleep has been identified as a specific phenotype (REM-predominant OSA) in sleep clinic cohorts. We aimed to examine the association of REM-predominant OSA with excessive sleepiness, functional outcomes, mood, and quality of life in a CAD cohort, of whom 286 OSA patients with total sleep time >= 240 min, and REM sleep >= 30 min, were included. REM-predominant OSA was defined as a REM-apnea-hypopnea-index (AHI) /non-REM (NREM) AHI >= 2. In all, 73 (25.5%) had REM-predominant OSA. They were more likely to be female (26.0% vs. 9.9%; p = 0.001), and more obese (42.5% vs. 24.4%; p = 0.003) but had less severe OSA in terms of AHI (median 22.6/h vs. 36.6/h; p < 0.001) compared to the patients with non-stage specific OSA. In adjusted logistic regression models, female sex (odds ratio [OR] 4.64, 95% confidence interval [CI] 1.85-11.64), body-mass-index (BMI; OR 1.17; 95% CI 1.07-1.28) and AHI (OR 0.93, 95% CI 0.91-0.95) were associated with REM-predominant OSA. In univariate linear regression models, there was a dose-response relationship between REM-AHI and Zung Self-rated Depression Scale but not excessive sleepiness, functional outcomes, and anxiety scores. Among the Short Form-36 subdomains, Vitality, Mental Health, and Mental Component Summary (MCS) scores were inversely correlated with REM-AHI. In multivariate linear models, only MCS remained significantly associated with REM-AHI after adjustment for age, BMI, and sex (beta-coefficient -2.20, %95 CI [-0.56, -0.03]; p = 0.028). To conclude, female sex and BMI were related to REM-predominant OSA in this revascularized cohort. MCS was inversely associated with REM-AHI in the multivariate model.
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7. |
- Baniak, L. M., et al.
(författare)
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Obstructive sleep apnea and self-reported functional impairment in revascularized patients with coronary artery disease in the RICCADSA trial
- 2018
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Ingår i: Sleep Breath. - : Springer Science and Business Media LLC. - 1520-9512 .- 1522-1709. ; 22:4, s. 1169-1177
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Tidskriftsartikel (refereegranskat)abstract
- PURPOSE: Daytime sleepiness, a frequent symptom of obstructive sleep apnea (OSA), can impact functional status. In patients with coronary artery disease (CAD) and concomitant OSA, the distinction between sleep-related functional impairment from underlying CAD versus OSA is unclear. This study evaluated the impact of OSA on sleep-related functional impairment in patients with CAD and compared the effect of 1-year continuous positive airway pressure (CPAP) use on change in impairment between those with and without excessive daytime sleepiness (EDS) and OSA. We hypothesized that sleep-related functional impairment is impacted by EDS independent of OSA in patients with CAD. METHODS: One hundred five CAD patients without OSA and 105 with moderate-to-severe OSA from the RICCADSA trial were matched on disease severity and included in the current substudy. Of those with OSA, 80 were allocated to CPAP. Functional Outcomes of Sleep Questionnaire (FOSQ) score < 17.9 corresponded to sleep-related functional impairment. RESULTS: Following revascularization, CAD patients with and without OSA frequently report sleep-related functional impairment (35% and 27.3%, respectively; p = .29). Moderate-to-severe OSA was not related to baseline FOSQ scores < 17.9 in regression analyses; EDS was (OR 4.82, 95% CI 2.12-11.0; p < .001). CPAP use significantly improved FOSQ scores from baseline to 1-year follow-up in OSA patients with EDS (17.2 +/- 2.0 to 18.15 +/- 1.7, p = .002) despite suboptimal adherence. CONCLUSIONS: Sleep-related functional impairment may be reflective of persistent EDS, independent of OSA. Diagnosing OSA and initiating treatment are worthwhile in individuals with CAD and EDS, as both are important to guide appropriate therapy in patients with CAD.
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8. |
- Behboudi, Afrouz, 1967-, et al.
(författare)
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Association of TNF-alpha (-308G/A) Gene Polymorphism with Circulating TNF-alpha Levels and Excessive Daytime Sleepiness in Adults with Coronary Artery Disease and Concomitant Obstructive Sleep Apnea
- 2021
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Ingår i: Journal of Clinical Medicine. - : MDPI AG. - 2077-0383. ; 10:15
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Tidskriftsartikel (refereegranskat)abstract
- Obstructive sleep apnea (OSA) is common in patients with coronary artery disease (CAD), in which inflammatory activity has a crucial role. The manifestation of OSA varies significantly between individuals in clinical cohorts; not all adults with OSA demonstrate the same set of symptoms; i.e., excessive daytime sleepiness (EDS) and/or increased levels of inflammatory biomarkers. The further exploration of the molecular basis of these differences is therefore essential for a better understanding of the OSA phenotypes in cardiac patients. In this current secondary analysis of the Randomized Intervention with Continuous Positive Airway Pressure in CAD and OSA (RICCADSA) trial (Trial Registry: ClinicalTrials.gov; No: NCT 00519597), we aimed to address the association of tumor necrosis factor alpha (TNF-alpha)-308G/A gene polymorphism with circulating TNF-alpha levels and EDS among 326 participants. CAD patients with OSA (apnea-hypopnea-index (AHI) >= 15 events/h; n = 256) were categorized as having EDS (n = 100) or no-EDS (n = 156) based on the Epworth Sleepiness Scale score with a cut-off of 10. CAD patients with no-OSA (AHI < 5 events/h; n = 70) were included as a control group. The results demonstrated no significant differences regarding the distribution of the TNF-alpha alleles and genotypes between CAD patients with vs. without OSA. In a multivariate analysis, the oxygen desaturation index and TNF-alpha genotypes from GG to GA and GA to AA as well as the TNF-alpha-308A allele carriage were significantly associated with the circulating TNF-alpha levels. Moreover, the TNF-alpha-308A allele was associated with a decreased risk for EDS (odds ratio 0.64, 95% confidence interval 0.41-0.99; p = 0.043) independent of age, sex, obesity, OSA severity and the circulating TNF-alpha levels. We conclude that the TNF-alpha-308A allele appears to modulate circulatory TNF-alpha levels and mitigate EDS in adults with CAD and concomitant OSA.
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9. |
- Celen, Y. T., et al.
(författare)
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Cardiovascular consequences of sleep apnea: I -epidemiology
- 2010
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Ingår i: Anadolu kardiyoloji dergisi : AKD = the Anatolian journal of cardiology. - 1308-0032. ; 10:1, s. 75-80
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Tidskriftsartikel (refereegranskat)abstract
- Obstructive sleep apnea (OSA) is common in general population. There is an accumulating research evidence for an independent relationship between OSA and cardiovascular morbidity and mortality. This relationship is stronger in clinical cohorts compared with the general population, which suggests that concomitant OSA in subjects with traditionally recognized risk factors such as obesity, hypertension, smoking, and hyperlipidemia may provide an additive risk factor for the cardiovascular consequences. In the current article, the clinic-and population-based epidemiologic data will be reviewed in this context.
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10. |
- Celen, Yelda Turgut, et al.
(författare)
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Impact of Gender on Incident Diabetes Mellitus in Obstructive Sleep Apnea: A 16-Year Follow-Up
- 2010
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Ingår i: Journal of clinical sleep medicine. - 1550-9389. ; 6:3, s. 244-250
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Tidskriftsartikel (refereegranskat)abstract
- STUDY OBJECTIVE: To address the influence of gender and obstructive sleep apnea (OSA) on development of diabetes mellitus (DM) in a sleep clinic cohort. DESIGN: A longitudinal observational study. PARTICIPANTS: A consecutive middle-aged (30-69 years) sleep clinic cohort from 1991 (n=318; 254 men, 64 women) with eligible baseline characteristics, clinical charts, and information from the Swedish Hospital Discharge Registry were identified. Ten individuals with DM at baseline and 47 patients who died during the follow-up period were excluded. MEASUREMENTS: The remaining 261 subjects were asked to complete a postal questionnaire regarding concomitant diseases including DM, diagnosed by a physician. RESULTS: In total, 168 patients (64.4%) replied. The incidence of DM was 24.9% in patients with OSA (overnight oxygen desaturations > or =30 in 1991) compared with 10.8% in subjects without OSA (p = 0.020). New-onset DM in men was 19.1% in OSA vs. 11.1% in non-OSA (n.s.), while the corresponding values in women were 50.0% in OSA and 9.5% in non-OSA (p = 0.022). In a multivariate analysis, DM was predicted by OSA in women with an odds ratio (OR) of 11.8, but not by age, body mass index (BMI) at baseline, or weight change at followup. In men, only BMI (OR 1.16) predicted DM. CONCLUSION: The contribution of OSA to DM development seems to be gender-dependent and higher in women than in men.
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