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      A Multivariate Study on the Adherence With Non-invasive Ventilation in People With Obstructive Sleep Apnea

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          Abstract

          Background:

          Obstructive Sleep Apnea (OSA) is a sleep disorder that affects a significant number of people worldwide. While Continuous Positive Airway Pressure (CPAP) devices have been proven to be effective in relieving symptoms, ensuring consistent use of those devices throughout the year can be challenging for a lot of patients.

          Objective:

          The present quantitative observational study in non-invasive ventilation for OSA patients explores adherence and attempts to identify independent predicting factors and year-round adherence differences in a large sample of OSA patients from Greece.

          Methods:

          Data from 1987 OSA patients using Continuous Positive Airway Pressure (CPAP) devices were collected in 2023. Factors evaluated in the study included the Apnea-Hypopnea Index (AHI), mask type, mask leaks and hours of CPAP device usage.

          Results:

          The majority were males (77.2%), aged over 60 years (57.9%). CPAP use varied, with 14.0% in their first year, 44.2% for 2-4 years, and 41.7% for <4 years. Adherence was highest in more than 4 years users (54.9%) and nasal/pillow mask users (59.1%). Seasonal adherence varied, with summer having the most non-adherent patients (32.8%). Multinomial logistic regression showed BMI, mask type and seasonal severity influenced adherence. Full-face masks positively impacted adherence (OR=0.585, p=0.001). Non-adherence was associated with higher mask leaking in spring (OR=3.051, p=0.018) and usage of CPAP for < 4 years (OR=3.855, p=0.001). For 50% and 75% adherence, seasonal mask leaking and usage duration influenced adherence.

          Conclusion:

          CPAP device data can provide valuable insights to OSA therapy compliance. Seasonality plays an important role in adherence to the CPAP device use as is the type of mask with relation to air leaking.

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          Most cited references21

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          Estimation of the global prevalence and burden of obstructive sleep apnoea: a literature-based analysis

          There is a scarcity of published data on the global prevalence of obstructive sleep apnoea, a disorder associated with major neurocognitive and cardiovascular sequelae. We used publicly available data and contacted key opinion leaders to estimate the global prevalence of obstructive sleep apnoea.
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            Increased prevalence of sleep-disordered breathing in adults.

            Sleep-disordered breathing is a common disorder with a range of harmful sequelae. Obesity is a strong causal factor for sleep-disordered breathing, and because of the ongoing obesity epidemic, previous estimates of sleep-disordered breathing prevalence require updating. We estimated the prevalence of sleep-disordered breathing in the United States for the periods of 1988-1994 and 2007-2010 using data from the Wisconsin Sleep Cohort Study, an ongoing community-based study that was established in 1988 with participants randomly selected from an employed population of Wisconsin adults. A total of 1,520 participants who were 30-70 years of age had baseline polysomnography studies to assess the presence of sleep-disordered breathing. Participants were invited for repeat studies at 4-year intervals. The prevalence of sleep-disordered breathing was modeled as a function of age, sex, and body mass index, and estimates were extrapolated to US body mass index distributions estimated using data from the National Health and Nutrition Examination Survey. The current prevalence estimates of moderate to severe sleep-disordered breathing (apnea-hypopnea index, measured as events/hour, ≥15) are 10% (95% confidence interval (CI): 7, 12) among 30-49-year-old men; 17% (95% CI: 15, 21) among 50-70-year-old men; 3% (95% CI: 2, 4) among 30-49-year-old women; and 9% (95% CI: 7, 11) among 50-70 year-old women. These estimated prevalence rates represent substantial increases over the last 2 decades (relative increases of between 14% and 55% depending on the subgroup).
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              Prevalence of obstructive sleep apnea in the general population: A systematic review.

              With this systematic review we aimed to determine the prevalence of obstructive sleep apnea (OSA) in adults in the general population and how it varied between population sub-groups. Twenty-four studies out of 3807 found by systematically searching PubMed and Embase databases were included in this review. Substantial methodological heterogeneity in population prevalence studies has caused a wide variation in the reported prevalence, which, in general, is high. At ≥5 events/h apnea-hypopnea index (AHI), the overall population prevalence ranged from 9% to 38% and was higher in men. It increased with increasing age and, in some elderly groups, was as high as 90% in men and 78% in women. At ≥15 events/h AHI, the prevalence in the general adult population ranged from 6% to 17%, being as high as 49% in the advanced ages. OSA prevalence was also greater in obese men and women. This systematic review of the overall body of evidence confirms that advancing age, male sex, and higher body-mass index increase OSA prevalence. The need to a) consider OSA as having a continuum in the general population and b) generate consensus on methodology and diagnostic threshold to define OSA so that the prevalence of OSA can be validly compared across regions and countries, and within age-/sex-specific subgroups, is highlighted.
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                Author and article information

                Journal
                Acta Inform Med
                Acta Inform Med
                Acta Informatica Medica
                Academy of Medical sciences (Bosnia and Herzegovina )
                0353-8109
                1986-5988
                2023
                : 32
                : 1
                : 37-42
                Affiliations
                [1 ]Department of Midwifery, University of Western Macedonia, Ptolemaida, Greece
                [2 ]Department of Nursing, International Hellenic University, Thessaloniki, Greece
                [3 ]Department of Nursing, University of Ioannina, Greece
                Author notes
                Corresponding author: Athanasios Karagiannis, PhD(c), Department of Midwifery, University of Western Macedonia, Address: Keptse, Ptolemaida, 50200, Greece. Phone: +30 6977985771. E-mail address: sakis_karag@ 123456hotmail.gr . ORCID ID: 0009-0007-3211-0991
                Article
                AIM-32-37
                10.5455/aim.2024.32.37-42
                10997165
                38585609
                86ed5a13-6598-43e5-a9b0-e6609cc7461c
                © 2024 Athanasios Karagiannis, Theodora Kafkia, Maria Tzitiridou, Michael Kourakos

                This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License ( http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.

                History
                : 08 January 2024
                : 25 February 2024
                Categories
                Original Paper

                Bioinformatics & Computational biology
                continuous positive airway pressure,obstructive sleep apnea,seasonal adherence,cpap compliance

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