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Dos Santos JN, Castro SS, Lino JA, Leite CF. Use of the biopsychosocial model of functioning in physiotherapeutic evaluation of patients with obstructive sleep apnea: a survey-based study. Sleep Breath 2025; 29:136. [PMID: 40120025 DOI: 10.1007/s11325-025-03306-2] [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: 09/13/2024] [Revised: 01/21/2025] [Accepted: 03/12/2025] [Indexed: 03/25/2025]
Abstract
PURPOSE Our study aimed to analyze the use of the biopsychosocial model of functioning in the physiotherapeutic evaluation of patients with obstructive sleep apnea in Brazil. METHODS Physiotherapists working with sleep-related breathing disorders were included. They completed an electronic questionnaire with items related to physiotherapeutic evaluations and sociodemographic characteristics. Data were reported in descriptive statistics, and the Wilcoxon test compared the codes of the International Classification of Functioning, Disability, and Health (ICF) included in the evaluation and therapeutic objectives. RESULTS The sample (n = 72) had a mean age of 41.4 ± 8.3 years, and most (n = 40) worked in the Southeast region. About 43.1% of the physiotherapists held sleep therapy certifications, 87.5% worked in clinical care, and most (62.5%) only with sleep disorders. Regarding the evaluation of sleep functions, 98.6% of the physiotherapists evaluated excessive sleepiness, and sleep quality was investigated using subjective questioning (80.3%). The components considered very relevant for evaluation were activity (73.6%), followed by body functions (72.2%), environmental factors (70.8%), body structure (65.3%), and participation (63.9%). Some components were evaluated but were not often included among the therapeutic objectives, such as recreational activity (p = 0.016) and intimate relationships (p = 0.035). CONCLUSIONS Physiotherapists reported collecting information on all functioning components; most were activity and body function components. However, standardized evaluation tools for investigating functioning are not often applied.
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Affiliation(s)
| | - Shamyr Sulyvan Castro
- Master Program in Physiotherapy and Functioning, Federal University of Ceara, Fortaleza, Ceara, Brazil
| | | | - Camila Ferreira Leite
- Master Program in Physiotherapy and Functioning, Federal University of Ceara, Fortaleza, Ceara, Brazil.
- Master Program in Physiotherapy and Functioning, Federal University of Ceara, Rua Coronel Nunes de Melo, 1127 - 1º Andar - Rodolfo Teófilo, CEP 60430-275, Rodolfo Teófilo, Campus do Porangabussu, Fortaleza, Ceará, Brazil.
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Hang LW, Tsai YC, Finnsson E, Ágústsson JS, Sands SA, Cheng WJ. Sex-specific age-related worsening of pathological endotypic traits in patients with obstructive sleep apnea. Sleep 2025; 48:zsae185. [PMID: 39127876 PMCID: PMC11725508 DOI: 10.1093/sleep/zsae185] [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: 04/17/2024] [Revised: 07/15/2024] [Indexed: 08/12/2024] Open
Abstract
STUDY OBJECTIVES Obstructive sleep apnea (OSA) is more prevalent in men and older adults. Few studies have explored variations in pathological endotypic traits by age and sex using a large patient sample, offering insights into the development of the disease. Our study aims to examine how endotype characteristics of OSA vary across ages in different sex. METHODS A cross-sectional study was conducted, enrolling 2296 adult patients referred for in-laboratory diagnostic polysomnography at a single sleep center in Taiwan. Among them, 1374 had an apnea-hypopnea index ≥5. Using the "Phenotyping Using Polysomnography" method, we estimated four endotypic traits-arousal threshold, upper airway collapsibility, loop gain, and upper airway muscle compensation. Demographic and polysomnographic characteristics were compared between sexes and age groups. Generalized linear regression and generalized additive models were employed to explore the associations of sex and age with endotypic traits. RESULTS Men with OSA exhibited higher collapsibility and lower compensation than women (difference: 4.32 %eupnea and 4.49 %eupnea, respectively). Younger patients with OSA had a higher prevalence of obesity, more snoring symptoms, and lower loop gain compared to older patients. For men, age was correlated with increased collapsibility, increased loop gain, and decreased arousal threshold after 37 years old. Whereas in women, endotypic traits were not associated with age, except for an increase in loop gain with advancing age. CONCLUSIONS Personalized treatment options for OSA should take into consideration age and sex. Reducing loop gain could be a treatment objective for older patients with OSA.
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Affiliation(s)
- Liang-Wen Hang
- College of Medicine, China Medical University, Taichung, Taiwan
- Sleep Medicine Center, Department of Pulmonary and Critical Care Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Yi-Chen Tsai
- Department of Psychiatry, China Medical University Hospital, Taichung, Taiwan
| | | | | | - Scott A Sands
- Division of Sleep and Circadian Disorders, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Wan-Ju Cheng
- Department of Psychiatry, China Medical University Hospital, Taichung, Taiwan
- Department of Public Health, China Medical University, Taichung, Taiwan
- National Center for Geriatrics and Welfare Research, National Health Research Institutes, Miaoli, Taiwan
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Kao Y, Lin YJ, Weng SF, Wang JJ, Lee IC, Huang CC. Health-related quality of life by veterans RAND 12 and healthcare resource utilization in cancer patients with sleep disorders: insights from the Medical Expenditure Panel Survey. Support Care Cancer 2024; 32:443. [PMID: 38896166 DOI: 10.1007/s00520-024-08658-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Accepted: 06/13/2024] [Indexed: 06/21/2024]
Abstract
PURPOSE This study aims to investigate the joint effects of cancer and sleep disorders on the health-related quality of life (HRQoL), healthcare resource utilization, and expenditures among US adults. METHODS Utilizing the 2018-2019 Medical Expenditure Panel Survey (MEPS) database, a sample of 25,274 participants was categorized into four groups based on cancer and sleep disorder status. HRQoL was assessed using the VR-12 questionnaire. Generalized linear model (GLM) with a log-linear regression model combined gamma distribution was applied for the analysis of healthcare expenditure data. RESULTS Individuals with both cancer and sleep disorders (C+/S+) exhibited notably lower physical health (PCS) and mental health (MCS) scores-1.45 and 1.87 points lower, respectively. They also showed significantly increased clinic visits (2.12 times), outpatient visits (3.59 times), emergency visits (1.69 times), and total medical expenditures (2.08 times) compared to those without cancer or sleep disorders (C-/S-). In contrast, individuals with sleep disorders alone (C-/S+) had the highest number of prescription drug usage (2.26 times) and home health care days (1.76 times) compared to the reference group (C-/S-). CONCLUSIONS Regardless of cancer presence, individuals with sleep disorders consistently reported compromised HRQoL. Furthermore, those with cancer and sleep disorders experienced heightened healthcare resource utilization, underscoring the considerable impact of sleep disorders on overall quality of life. IMPLICATIONS FOR CANCER SURVIVORS The findings of this study address the importance of sleep disorders among cancer patients and their potential implications for cancer care. Healthcare professionals should prioritize screening, education, and tailored interventions to support sleep health in this population.
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Affiliation(s)
- Yuan Kao
- Department of Emergency Medicine, Chi Mei Medical Center, Tainan, Taiwan
- Department of Medicine Science Industries, Chang Jung Christian University, Tainan, Taiwan
- Department of Nursing, National Tainan Junior College of Nursing, Tainan, Taiwan
- School of Medicine, College of Medicine, National SunYat-sen University, Kaohsiung, Taiwan
| | - Ying-Jia Lin
- Department of Medical Research, Chi Mei Medical Center, Tainan, Taiwan
- Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Shih-Feng Weng
- Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, Kaohsiung, Taiwan
- Center for Medical Informatics and Statistics, Office of R&D, Kaohsiung Medical University, Kaohsiung, Taiwan
- Center for Big Data Research, Kaohsiung Medical University, Kaohsiung City, Taiwan
| | - Jhi-Joung Wang
- Department of Anesthesiology, Chi Mei Medical Center, Tainan, Taiwan
- Department of Anesthesiology, National Defense Medical Center, Taipei, Taiwan
| | - I-Chen Lee
- Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, Kaohsiung, Taiwan.
| | - Chien-Cheng Huang
- Department of Emergency Medicine, Chi Mei Medical Center, Tainan, Taiwan.
- School of Medicine, College of Medicine, National SunYat-sen University, Kaohsiung, Taiwan.
- Department of Emergency Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.
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Ye Z, Peng J, Zhang X, Song L. Identification of OSAHS patients based on ReliefF-mRMR feature selection. Phys Eng Sci Med 2024; 47:99-108. [PMID: 37878092 DOI: 10.1007/s13246-023-01345-1] [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: 03/29/2023] [Accepted: 10/09/2023] [Indexed: 10/26/2023]
Abstract
Obstructive Sleep Apnea Hypopnea Syndrome (OSAHS) is a serious chronic sleep disorder. Snoring is a common and easily observable symptom of OSAHS patients. The purpose of this work is to identify OSAHS patients by analyzing the acoustic characteristics of snoring sounds throughout the entire night. Ten types of acoustic features, such as Mel-frequency cepstral coefficients (MFCC), linear prediction coefficients (LPC) and spectral entropy among others, were extracted from the snoring sounds. A fused feature selection algorithm based on ReliefF and Max-Relevance and Min-Redundancy (mRMR) was proposed for optimal feature set selection. Four types of machine learning models were then applied to validate the effectiveness of OSAHS patient identification. The results show that the proposed feature selection algorithm can effectively select features with high contribution, including MFCC and LPC. Based on the selected top-20 features and using a support vector machine model, the accuracies in identifying OSAHS patients under the thresholds of AHI = 5,15, and 30, were 100%, 100%, and 98.94%, respectively. This indicates that the proposed model can effectively identify OSAHS patients.
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Affiliation(s)
- Ziqiang Ye
- School of Physics and Optoelectronics, South China University of Technology, Guangzhou, 510640, China
| | - Jianxin Peng
- School of Physics and Optoelectronics, South China University of Technology, Guangzhou, 510640, China.
| | - Xiaowen Zhang
- State Key Laboratory of Respiratory Disease, Department of Otolaryngology-Head and Neck Surgery, Laboratory of ENT-HNS Disease, First Affiliated Hospital, Guangzhou Medical University, Guangzhou, 510120, China
| | - Lijuan Song
- State Key Laboratory of Respiratory Disease, Department of Otolaryngology-Head and Neck Surgery, Laboratory of ENT-HNS Disease, First Affiliated Hospital, Guangzhou Medical University, Guangzhou, 510120, China
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Nara-Sauceda J, Moreno-Pacheco M, Patiño-García J. [Obstructive sleep apnea in cardiology clinical practice. Epidemiology, diagnosis, and treatment. Observational, cross-sectional, retrospective study]. ARCHIVOS DE CARDIOLOGIA DE MEXICO 2024; 94:141-150. [PMID: 38306451 PMCID: PMC11160540 DOI: 10.24875/acm.23000078] [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: 04/08/2023] [Accepted: 07/07/2023] [Indexed: 02/04/2024] Open
Abstract
Objective To determine the clinical-epidemiological characteristics, diagnostic feasibility of home respiratory polygraphy and treatment of patients with suspected obstructive sleep apnea (OSA) at cardiovascular risk. Methods An observational, cross-sectional, descriptive study was conducted in patients seen in a cardiology outpatient service with suspected OSA, from January 2015 to December 2019. The information was obtained from medical records, and a descriptive statistical analysis was applied to this information. Results 138 files were reviewed; only 8% of the home respiratory polygraphs were discarded, because they did not meet the required quality standards. It was demonstrated that 89% suffered from OSA, 60% moderate to severe; in men after 50 years of age. The main cardiovascular risk factors was hypertension (89%). The most prevalent heart disease was hypertension (52%). Cardiovascular pharmacological treatment was improved in 82% of the cases. Cardiac rehabilitation in 30%, noninvasive mechanical ventilation 41%, fixed modality 33%, and self-adjustable 9%, all with telemetry. Conclusions The prevalence and severity of OSA is higher in the presence of risk or established cardiovascular disease. In the presence of clinical suspicion, it is feasible to confirm the diagnosis with home respiratory poligrafy due to the level of precision and the lower infrastructure required. Greater involvement of the cardiologist in the diagnosis and treatment of this disorder is necessary due to the significant risk of cardiovascular disease it represents.
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Affiliation(s)
- Jorge Nara-Sauceda
- Área de Investigación, Clínica Cardiológica, Cardio Integral Unidad Médica, Centro Hospitalario MAC
| | - Mario Moreno-Pacheco
- Departamento de Investigación, DM Laboratorio Análisis Clínicos. Celaya, Gto., México
| | - Jesica Patiño-García
- Área de Investigación, Clínica Cardiológica, Cardio Integral Unidad Médica, Centro Hospitalario MAC
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Wang H, Heizhati M, Li N, Gan L, Lin M, Yang W, Li M, Yao L, Liu M, Maitituersun A, Liu S, Wu Z, Xiamili Z, Tong L, Lin Y, Luo Q, Hong J. Association of objective and subjective parameters of obstructive sleep apnea with plasma aldosterone concentration in 2,066 hypertensive and 25,368 general population. Front Endocrinol (Lausanne) 2022; 13:1016804. [PMID: 36726467 PMCID: PMC9884816 DOI: 10.3389/fendo.2022.1016804] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 12/13/2022] [Indexed: 01/19/2023] Open
Abstract
STUDY OBJECTIVES Obstructive sleep apnea (OSA) severity has been suggested in aldosterone elevation in resistant hypertension, whereas it is undetermined in the rest population. We explored the association of OSA parameters with plasma aldosterone concentration (PAC) in participants with and without hypertension. METHODS We enrolled clinically hypertensive patients with polysomnography and PAC data under no interfering agents, compared (log) PAC, and assessed the linearity of log PAC by tertiles (T1/2/3) of sleep parameters and their association using linear regression by gender and age. We enrolled participants with and without hypertension who had No-SAS scale and PAC data from the community and duplicated the observations from clinical setting considering age, gender, and presence of hypertension. RESULTS Of the 2,066 clinical patients with hypertension (1,546 with OSA), men participants (n=1,412), log apnea-hypopnea index (p=0.043), apnea index (AI, p=0.010), and lowest oxygen saturation (LSaO2, p=0.013) showed significant linearity with log PAC. Log AI (B=0.04, 95%CI: 0.01,0.07, p=0.022) and log LSaO2 (B=-0.39, 95%CI: -0.78,-0.01, p=0.044) showed significant positive and negative linear associations with log PAC in regression. In community dwellers, 6,417 participants with untreated hypertension (2,642 with OSA) and 18,951 normotensive participants (3,000 with OSA) were included. Of the men participants with and without hypertension, the OSA group showed significantly higher (log) PAC than did their counterparts, and log No-SAS score showed positive association with log PAC (hypertension: B=0.072, 95%CI: 0.002,0.142, p=0.043; normotension: B=0.103, 95%CI: 0.067,0.139, p<0.001) in linear regression analysis, which were consistent in all age groups. CONCLUSIONS OSA parameters were positively associated with PAC in normotensive and hypertensive participants, indicating that OSA may increase circulating aldosterone, especially in men.
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Affiliation(s)
| | | | - Nanfang Li
- *Correspondence: Nanfang Li, ; Mulalibieke Heizhati, /
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