Abstract:BackgroundObstructive sleep apnoea is a common disorder with under-rated clinical impact, which is increasingly being recognised as having a major bearing on global disease burden. Men are especially vulnerable and become a priority group for preventative interventions. However, there is limited information on prevalence of the condition in Australia, its co-morbidities, and potential risk factors.MethodsWe used data from 13,423 adult men included in the baseline wave of Ten to Men, an Australian national stud… Show more
“…The prevalence of OSA is between 8% and 38% of the general adult population . However, the gold standard for OSA diagnosis, the overnight PSG, is time and expert labour‐intensive, and consequently, waiting times can be substantial . In contrast, oximetry has the potential to be a cheaper, more accessible alternative diagnostic tool.…”
Section: Analysis Of Oximetry To Diagnose Osamentioning
Overnight pulse oximetry allows the relatively noninvasive estimation of peripheral blood haemoglobin oxygen saturations (SpO 2 ), and forms part of the typical polysomnogram (PSG) for investigation of obstructive sleep apnoea (OSA). While the raw SpO 2 signal can provide detailed information about OSA-related pathophysiology, this information is typically summarized with simple statistics such as the oxygen desaturation index (ODI, number of desaturations per hour). As such, this study reviews the technical methods for quantifying OSA-related patterns in oximetry data. The technical methods described in literature can be broadly grouped into four categories: (i) Describing the detailed characteristics of desaturations events; (ii) Time series statistics; (iii) Analysis of power spectral distribution (i.e. frequency domain analysis); and (d) Non-linear analysis. These are described and illustrated with examples of oximetry traces. The utilization of these techniques is then described in two applications. First, the application of detailed oximetry analysis allows the accurate automated classification of PSG-defined OSA. Second, quantifications which better characterize the severity of desaturation events are better predictors of OSA-related epidemiological outcomes than standard clinical metrics. Finally, methodological considerations and further applications and opportunities are considered.
“…The prevalence of OSA is between 8% and 38% of the general adult population . However, the gold standard for OSA diagnosis, the overnight PSG, is time and expert labour‐intensive, and consequently, waiting times can be substantial . In contrast, oximetry has the potential to be a cheaper, more accessible alternative diagnostic tool.…”
Section: Analysis Of Oximetry To Diagnose Osamentioning
Overnight pulse oximetry allows the relatively noninvasive estimation of peripheral blood haemoglobin oxygen saturations (SpO 2 ), and forms part of the typical polysomnogram (PSG) for investigation of obstructive sleep apnoea (OSA). While the raw SpO 2 signal can provide detailed information about OSA-related pathophysiology, this information is typically summarized with simple statistics such as the oxygen desaturation index (ODI, number of desaturations per hour). As such, this study reviews the technical methods for quantifying OSA-related patterns in oximetry data. The technical methods described in literature can be broadly grouped into four categories: (i) Describing the detailed characteristics of desaturations events; (ii) Time series statistics; (iii) Analysis of power spectral distribution (i.e. frequency domain analysis); and (d) Non-linear analysis. These are described and illustrated with examples of oximetry traces. The utilization of these techniques is then described in two applications. First, the application of detailed oximetry analysis allows the accurate automated classification of PSG-defined OSA. Second, quantifications which better characterize the severity of desaturation events are better predictors of OSA-related epidemiological outcomes than standard clinical metrics. Finally, methodological considerations and further applications and opportunities are considered.
“…Sleep restriction and fragmentation produced in OSA, in turn, are risk factors for weight gain and metabolic syndromes, so there is a reciprocal relationship between OSA and obesity. Thus, patients with high‐risk of OSA may be middle‐aged men with obesity and a sedentary lifestyle, who exhibit adverse health behaviours such as tobacco and/or alcohol consumption …”
Section: Introductionmentioning
confidence: 99%
“…Thus, patients with high-risk of OSA may be middle-aged men with obesity and a sedentary lifestyle, who exhibit adverse health behaviours such as tobacco and/or alcohol consumption. 12 The gold-standard treatment for OSA is continuous positive airway pressure (CPAP), 1 a mechanical device that prevents the episodes of airway blockage, such that it reduces the apnoea-hypopnoea index (AHI) and in turn, the symptoms and consequences of this condition. [13][14][15][16] However, not only has it been well-evidenced that CPAP compliance is worryingly low-up to 75% of patients with OSA tend to discontinue CPAP usage 17 -but it also does not address core high-risk OSA factors such as obesity and related adverse lifestyles.…”
Summary
Lifestyle interventions addressing diet, exercise‐training, sleep hygiene, and/or tobacco/alcohol cessation are recommended in the management of obstructive sleep apnoea (OSA). Yet their effectiveness on this condition still requires further research. This systematic review and meta‐analysis was aimed at establishing (a) the effectiveness of lifestyle interventions on apnoea‐hypopnoea index (AHI), oxygen desaturation index (ODI), excessive daytime sleepiness (EDS), and secondary OSA measures among adults, and (b) which intervention characteristics may drive the greatest improvements. A systematic search of studies was conducted using CINAHL, ProQuest, Psicodoc, Scopus, and Web of Science, from inception to April 2018. Standardized mean differences were calculated using the inverse variance method and random‐effects models. The meta‐analyses of 13 randomized controlled trials and 22 uncontrolled before‐and‐after studies (1420 participants) revealed significant reductions on AHI (d = −0.61 and −0.46, respectively), ODI (d = −0.61 and −0.46) and EDS (d = −0.41 and −0.49). Secondary OSA outcomes were also improved after interventions. However, effectiveness of interventions differed depending on their components, OSA severity, and gender. Thus, until future research further supports the differential effectiveness among lifestyle interventions on OSA, those addressing weight loss through diet and exercise‐training may be the most effective treatments for male patients with moderate‐severe OSA.
“…Steven Katz 1 1 University of Alberta, Edmonton, Alberta, Canada Background: In Canada, medical students must enter the Canadian Resident Matching Service (CaRMS) 1 to match to a post graduate training program. Most programs will select medical students for interviews for available positions based on a standard file the student submits.…”
Section: The Role Of Gender In Selecting Internal Medicine Trainees Imentioning
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