1
|
Conenna M, Point C, Wacquier B, Lanquart JP, Hein M. Risk of Major Depression Associated with Excessive Daytime Sleepiness in Apneic Individuals. Clocks Sleep 2025; 7:22. [PMID: 40407628 PMCID: PMC12101287 DOI: 10.3390/clockssleep7020022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2024] [Revised: 04/09/2025] [Accepted: 04/24/2025] [Indexed: 05/26/2025] Open
Abstract
Considering the frequent co-occurrence of major depressive disorder and excessive daytime sleepiness in apneic individuals, this study aimed to explore the relationship between excessive daytime sleepiness and the risk of developing major depressive disorder in this specific subpopulation. Demographic and polysomnographic data were retrospectively extracted from the clinical database of 1849 apneic individuals at the Sleep Unit. Excessive daytime sleepiness was considered present when the Epworth Sleepiness Scale score was >10 and major depressive episodes were diagnosed according to DSM criteria. Logistic regression analyses were performed to assess the risk of major depressive disorder associated with excessive daytime sleepiness in apneic individuals. The prevalence of major depressive disorder was 26.3% in apneic individuals. After controlling for major confounding variables, multivariate logistic regression analyses revealed that apneic individuals with complaints of excessive daytime sleepiness had a higher likelihood of developing major depressive disorder compared to those without complaint of excessive daytime sleepiness. This study highlights the strong association between excessive daytime sleepiness and major depressive disorder in apneic individuals, underlining the importance of systematically assessing and adequately treating excessive daytime sleepiness to better manage depressive symptoms and improve overall treatment outcomes in this specific subpopulation.
Collapse
Affiliation(s)
- Matteo Conenna
- Azienda Ospedaliera Universitaria “Luigi Vanvitelli”, 80138 Naples, Italy;
| | - Camille Point
- Faculté de Médecine, Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium;
| | - Benjamin Wacquier
- Hôpital Universitaire de Bruxelles, Service de Psychiatrie et Laboratoire du Sommeil, Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium;
| | - Jean-Pol Lanquart
- Laboratoire de Recherches Psychiatriques (ULB266), Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium;
| | - Matthieu Hein
- Faculté de Médecine, Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium;
- Laboratoire de Psychologie Médicale et Addictologie (ULB312), CHU Brugmann, Université Libre de Bruxelles (ULB), 1020 Brussels, Belgium
| |
Collapse
|
2
|
Bonsignore MR, Fanfulla F, Ingrao P, Lombardo S, Tondo P, Lo Nano V, Lombardi C. Management options for excessive daytime sleepiness in patients with obstructive sleep apnea. Expert Rev Respir Med 2025; 19:325-345. [PMID: 40105060 DOI: 10.1080/17476348.2025.2479614] [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: 01/26/2025] [Accepted: 03/11/2025] [Indexed: 03/20/2025]
Abstract
INTRODUCTION Excessive daytime sleepiness (EDS) is a symptom of obstructive sleep apnea (OSA) associated with the risk of accidents at work or while driving. OSA treatment decreases EDS, but some patients remain sleepy despite optimal control of OSA. Patients who do not tolerate or refuse OSA treatment may be symptomatically treated for EDS. Solriamfetol and pitolisant are wake-promoting agents (WPA) recently approved for use in sleepy OSA patients accepting or refusing OSA treatment. AREAS COVERED This narrative review provides updated information on: how to assess EDS in OSA patients, epidemiology, and management of residual EDS in treated OSA patients and the results of recent studies using new WPAs in patients accepting or refusing CPAP treatment. Literature was accessed from PubMed between 1 December 2024 and 6 January 2025. EXPERT OPINION The new WPAs are useful drugs with a favorable safety profile to be included as a possible therapeutic option for sleepy OSA patients. However, it is still uncertain which subgroups of patients should be treated for the symptom of EDS while maintaining a low-risk profile in terms of the consequences of OSA on health. Until such data is available, use of WPA in OSA patients should be managed by Sleep Specialists.
Collapse
Affiliation(s)
- Maria R Bonsignore
- PROMISE Department, University of Palermo, Palermo, Italy
- Institute of Translational Pharmacology (IFT), Palermo Branch, National Research Council (CNR), Palermo, Italy
| | - Francesco Fanfulla
- Sleep and Respiratory Function Unit of the Pavia and Montescano Institutes, Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy
| | - Pietro Ingrao
- PROMISE Department, University of Palermo, Palermo, Italy
| | | | - Pasquale Tondo
- Sleep and Respiratory Function Unit of the Pavia and Montescano Institutes, Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
- Department of Specialistic Medicine, Pulmonary and Critical Care Unit, University-Hospital Polyclinic of Foggia, Foggia, Italy
| | - Vanessa Lo Nano
- Sleep Clinic, Ospedali Riuniti Villa Sofia-Cervello, Palermo, Italy
| | - Carolina Lombardi
- Sleep Disorder Center, Cardiology Department, Istituto Auxologico Italiano IRCCS, San Luca Hospital and University of Milano Bicocca, Milan, Italy
| |
Collapse
|
3
|
Gurkan CG, Sarac S, Memis EY, Ozbaki F. The deficiencies of epworth sleepiness scale in the evaluation of excessive daytime sleepiness in obstructive sleep apnea and related factors. Sleep Breath 2024; 29:62. [PMID: 39692847 DOI: 10.1007/s11325-024-03233-8] [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: 07/24/2024] [Revised: 12/06/2024] [Accepted: 12/09/2024] [Indexed: 12/19/2024]
Abstract
BACKGROUND Epworth Sleepiness Scale(ESS) is widely used in the assessment of excessive daytime sleepiness (EDS) despite certain deficiencies. It was aimed to evaluate the factors associated with low ESS scores in subjects investigated for OSA. METHODS In this cross sectional study, we recorded the ESS and Pittsburg sleep quality index (PSQI) scores of patients undergoing polysomnography in our sleep center between November 2022-January 2023. Additional questions regarding literacy, vehicle use, driver licence and travelling habits were asked. Sleep indices of patients with AHI ≥ 5 were recorded following PSG. RESULTS 96 patients with mean age 51 ± 12, 68% male, median AHI 34.6 (7-105), ESS 7 (0-22), PSQI 9 (2-15) were included. Among moderate-severe OSA patients without EDS; 10% were illiterate, 67% performed reading only from cellular phone, 88% did not attend the social settings, 53% did not travel frequently and 40% did not use any vehicle. The listed factors were also associated with low ESS (p < 0.001). The sleep indices and PSQI scores of patient groups with and without EDS were similar. There was a correlation between ESS and total PSQI score (β = 0.31, p = 0.002) and subjective sleep quality (β = 0.21, p = 0.04), sleep disturbances (β = 0.29, p = 0.004) and daytime dysfunction (β = 0.49, p < 0.001) domains. CONCLUSION ESS may be inadequate in the assessment of the demographical features and daily habits of patients from different sociocultural settings. Clinicians should be aware that the patients may have severe OSA and poor sleep quality despite low ESS scores and should evaluate each patient individually.
Collapse
Affiliation(s)
- Canan Gunduz Gurkan
- Sureyyapasa Chest Diseases and Thoracic Surgery Training and Research Hospital, Istanbul, Turkey.
| | - Sema Sarac
- Sureyyapasa Chest Diseases and Thoracic Surgery Training and Research Hospital, Istanbul, Turkey
| | - Ezgi Yukcu Memis
- Sureyyapasa Chest Diseases and Thoracic Surgery Training and Research Hospital, Istanbul, Turkey
| | - Fatma Ozbaki
- Sureyyapasa Chest Diseases and Thoracic Surgery Training and Research Hospital, Istanbul, Turkey
| |
Collapse
|
4
|
Erfanian R, Pouremamali R, Zamani R, Moazeni SA, Borghei P. Globus sensation in obstructive sleep apnea patients; A cross-sectional study of 120 patients. Sleep Breath 2024; 28:1961-1967. [PMID: 38884696 DOI: 10.1007/s11325-024-03087-0] [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: 04/23/2024] [Revised: 06/11/2024] [Accepted: 06/14/2024] [Indexed: 06/18/2024]
Abstract
PURPOSE Globus pharyngeus (GP) is a common complaint in many disciplines, especially otolaryngology. Pharyngeal symptoms and abnormalities, including GP, are frequent in obstructive sleep apnea (OSA) patients. This study aims to investigate globus sensation in non-operated OSA patients. METHODS After translation and validation, the Laryngopharyngeal Measure of Perceived Sensation (LUMP) was administered to 120 untreated OSA patients. All patients underwent polysomnography and thorough physical examination. The association between LUMP scores and OSA measures was evaluated. RESULTS LUMP score had a significant correlation with the Epworth Sleepiness Scale (ESS) (Spearman's ρ = 0.269, p = 0.004), and BMI (Spearman's ρ = 0.249, p = 0.007), the anatomical position of the tongue (ρ = -0.191, p = 0.04) and the Friedman grade of tonsils (ρ = 0.241, p = 0.01). It correlated with SpO2 nadir, though it did not reach statistical significance. CONCLUSION The results of our study depict a relationship between a self-report measure of globus sensation and daytime sleepiness, BMI and tonsil size. In the absence of a direct relationship between OSA severity parameters and GP, we hypothesize a role for shared comorbidities and anatomical phenotypes. The increased frequency of GP in OSA patients should be considered when evaluating the complications of surgical interventions in these patients.
Collapse
Affiliation(s)
- Reza Erfanian
- Otorhinolaryngology Research Center, Amir Alam Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Rozhina Pouremamali
- Students' Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran.
| | - Raha Zamani
- Students' Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyedeh Atiyeh Moazeni
- Otorhinolaryngology Research Center, Amir Alam Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Pedram Borghei
- Otorhinolaryngology Research Center, Amir Alam Hospital, Tehran University of Medical Sciences, Tehran, Iran
| |
Collapse
|
5
|
Younes A, Point C, Wacquier B, Lanquart JP, Hein M. Excessive Daytime Sleepiness in Hypertensive Patients: The Role of Major Depressive Disorder. Diagnostics (Basel) 2024; 14:1854. [PMID: 39272639 PMCID: PMC11394253 DOI: 10.3390/diagnostics14171854] [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: 07/30/2024] [Revised: 08/19/2024] [Accepted: 08/23/2024] [Indexed: 09/15/2024] Open
Abstract
There is a special relationship between major depressive disorder and excessive daytime sleepiness. However, given the negative impact of excessive daytime sleepiness on life quality and cardiovascular outcome in hypertensive patients, the objective of this study was to investigate the potential role played by major depressive disorder in the occurrence of this complaint for this particular subpopulation. Data from 1404 hypertensive patients recruited from the Sleep Unit's polysomnographic recordings database were analyzed. A score >10 on the Epworth Sleepiness Scale was used to define excessive daytime sleepiness in this study. Logistic regression analyses were performed to investigate the risk of excessive daytime sleepiness associated with major depressive disorder in hypertensive patients. Excessive daytime sleepiness was frequent (40.0%) in our sample of hypertensive patients. After adjustments for major confounding factors, multivariate logistic regression analyses demonstrated that unlike remitted major depressive disorder, only current major depressive disorder was associated with a higher risk of excessive daytime sleepiness in hypertensive patients. Given this potential implication of current major depressive disorder in the occurrence of excessive daytime sleepiness for hypertensive patients, it is therefore essential to achieve the complete remission of this psychiatric disorder to avoid negative consequences associated with this complaint in this particular subpopulation.
Collapse
Affiliation(s)
- Alexandre Younes
- Faculté de Médecine, Université Libre de Bruxelles, ULB, 1070 Bruxelles, Belgium
| | - Camille Point
- Hôpital Universitaire de Bruxelles, Service de Psychiatrie et Laboratoire du Sommeil, Université Libre de Bruxelles, ULB, 1070 Bruxelles, Belgium
| | - Benjamin Wacquier
- Hôpital Universitaire de Bruxelles, Service de Psychiatrie et Laboratoire du Sommeil, Université Libre de Bruxelles, ULB, 1070 Bruxelles, Belgium
| | - Jean-Pol Lanquart
- Hôpital Universitaire de Bruxelles, Service de Psychiatrie et Laboratoire du Sommeil, Université Libre de Bruxelles, ULB, 1070 Bruxelles, Belgium
| | - Matthieu Hein
- Hôpital Universitaire de Bruxelles, Service de Psychiatrie et Laboratoire du Sommeil, Université Libre de Bruxelles, ULB, 1070 Bruxelles, Belgium
- Laboratoire de Psychologie Médicale et Addictologie (ULB312), Université Libre de Bruxelles, ULB, 1020 Bruxelles, Belgium
| |
Collapse
|
6
|
Popovici GC, Georgescu CV, Vasile MC, Vlase CM, Arbune AA, Arbune M. Obstructive Sleep Apnea after COVID-19: An Observational Study. Life (Basel) 2024; 14:1052. [PMID: 39202792 PMCID: PMC11355273 DOI: 10.3390/life14081052] [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] [Received: 07/18/2024] [Revised: 08/14/2024] [Accepted: 08/20/2024] [Indexed: 09/03/2024] Open
Abstract
The risk factors of hospitalized COVID-19 and obstructive sleep apnea (OSA) overlap. The aim of this study is to evaluate the prevalence and associated factors of post-COVID-19 OSA in hospitalized adult patients from southeastern Romania. A follow-up study was conducted on patients hospitalized for COVID-19 at the Pneumology Hospital in Galati, Romania, between 2021 and 2022. OSA was evaluated using the Epworth and STOP-BANG questionnaires and nocturnal polygraphy monitoring. Out of 331 patients, 257 were evaluated for sleep apnea in the 12th week. The prevalence of severe OSA was 57.97%. Significant associations were found with male gender, an age over 60, obesity, and cardiovascular co-morbidities. Non-invasive ventilatory therapy (NIV) and a hygienic-dietary regimen were recommended based on severity following a control visit after a month. Developing strategies for diagnosing and monitoring sleep disorders, including home sleep apnea tests and patient education, are the next directions for post-COVID-19 management.
Collapse
Affiliation(s)
- George-Cosmin Popovici
- School for Doctoral Studies in Biomedical Sciences, “Dunarea de Jos” University from Galati, 800008 Galati, Romania; (G.-C.P.); (M.-C.V.); (C.-M.V.)
- Pneumophtiziology Hospital Galati, 800189 Galati, Romania
| | - Costinela-Valerica Georgescu
- Pharmaceutical Sciences Department, “Dunarea de Jos” University from Galati, 800008 Galati, Romania
- Gynecology and Obstetrics Clinic Hospital Galati, 544886 Galati, Romania
| | - Mihaela-Camelia Vasile
- School for Doctoral Studies in Biomedical Sciences, “Dunarea de Jos” University from Galati, 800008 Galati, Romania; (G.-C.P.); (M.-C.V.); (C.-M.V.)
- Clinic Hospital for Infectious Diseases Galati, Department II, 800179 Galati, Romania
| | - Constantin-Marinel Vlase
- School for Doctoral Studies in Biomedical Sciences, “Dunarea de Jos” University from Galati, 800008 Galati, Romania; (G.-C.P.); (M.-C.V.); (C.-M.V.)
- Military Hospital “Dr. Aristide Serfioti” Galati, 800150 Galati, Romania
| | - Anca-Adriana Arbune
- Neurology Department Clinic Institute Fundeni Bucharest, 022328 Bucharest, Romania
| | - Manuela Arbune
- Medical Clinic Department, “Dunarea de Jos” University from Galati, 800008 Galati, Romania;
- Clinic Hospital for Infectious Diseases Galati, Department I, 800179 Galati, Romania
| |
Collapse
|
7
|
da Silva RCD, Ribeiro ACB, Alves MF, Silva GG, Camargo EB. Excessive daytime sleepiness in nursing technicians: association with sleep quality and memory. Rev Bras Enferm 2024; 77:e20230332. [PMID: 39082540 PMCID: PMC11290731 DOI: 10.1590/0034-7167-2023-0332] [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: 09/18/2023] [Accepted: 03/31/2024] [Indexed: 08/02/2024] Open
Abstract
OBJECTIVE to investigate excessive daytime sleepiness prevalence among nursing technicians and the association with sleep quality and memory. METHODS a cross-sectional, inferential study, carried out in a hospital unit in the state of Goiás between December 2020 and January 2021. Assessments were carried out using the Epworth Sleepiness Scale, the Pittsburgh Sleep Quality Index and the Prospective and Retrospective Memory Questionnaire, instruments validated for the Brazilian context. Bivariate and multivariate logistic regression analyzes were performed. RESULTS the sample consisted of 189 nursing technicians with a 40.9% excessive daytime sleepiness prevalence. In multivariate models, excessive daytime sleepiness was not associated with sleep quality, however there was a significant association with overall memory failures. CONCLUSIONS study results demonstrate a high excessive daytime sleepiness occurrence, an association with overall memory failures and the need for psychosocial interventions for nursing technicians.
Collapse
|
8
|
Marín LR, Vera LM, Vesga BE, Marín MS. Relationship of quality and duration of sleep with arterial hypertension in a Colombian population. BIOMEDICA : REVISTA DEL INSTITUTO NACIONAL DE SALUD 2024; 44:47-62. [PMID: 39079147 PMCID: PMC11418830 DOI: 10.7705/biomedica.7012] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 01/04/2024] [Indexed: 08/04/2024]
Abstract
Introduction. Alterations in the quality and duration of sleep are risk factors for the development of arterial hypertension in Eastern countries. However, in Latin America there are few studies researching this association. Objective. To analyze the association between the quality and duration of sleep and the rate of arterial hypertension in a Colombian population. Materials and methods. An observational, longitudinal, prospective and analytical study nested in the INEFAC population-based cohort, was conducted with participants over 18 years of age from Bucaramanga (Colombia). Sleep quality was assessed using the Pittsburgh Sleep Quality Index. Sleep duration was assessed using standardized questions. Multivariate analysis was performed with logistic regression models adjusted for possible confounding variables. Results. A total of 1,306 non-hypertensive participants with a mean age of 40 ± 12 years were included. In this population, 92.8% had one or more sleep issues. 45.15% slept 6 hours or less and 28.6% slept 8 hours or more. Multivariate analysis showed a higher risk of hypertension in participants with diabetes (OR = 5.27; 95% CI: 2.27-12.26), obesity (OR = 2.81; 95% CI: 1.11-7.13), active smoking (OR = 2.02; 95% CI: 1.01-4.04) and higher socioeconomic level (OR = 4.94; 95% CI: 1.59-15.38 for level 4), but no higher risk was found in participants with poor sleep quality or short sleep duration. Conclusions. No association was found between the duration or quality of sleep and the rate of arterial hypertension in the Colombian population. More studies are required in this population to reach definitive conclusions.
Collapse
Affiliation(s)
- Ludwing Ricardo Marín
- Grupo de Investigación GERMINA, Hospital Universitario de Santander, Universidad Industrial de Santander, Bucaramanga, Colombiar
| | - Lina María Vera
- Departamento de Salud Pública, Universidad Industrial de Santander, Bucaramanga, Colombia
| | - Boris Eduardo Vesga
- Grupo de Investigación GERMINA, Instituto del Corazón de Bucaramanga, Departamento de Medicina Interna, Universidad Industrial de Santander, Bucaramanga, Colombia
| | - Mabelyn Solany Marín
- Departamento de Medicina Interna, Universidad Industrial de Santander, Bucaramanga, Colombia
| |
Collapse
|
9
|
Howarth T, Tashakori M, Karhu T, Rusanen M, Pitkänen H, Oksenberg A, Nikkonen S. Excessive daytime sleepiness is associated with relative delta frequency power among patients with mild OSA. Front Neurol 2024; 15:1367860. [PMID: 38645747 PMCID: PMC11026663 DOI: 10.3389/fneur.2024.1367860] [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] [Received: 01/09/2024] [Accepted: 03/07/2024] [Indexed: 04/23/2024] Open
Abstract
Background Excessive daytime sleepiness (EDS) is a cause of low quality of life among obstructive sleep apnoea (OSA) patients. Current methods of assessing and predicting EDS are limited due to time constraints or differences in subjective experience and scoring. Electroencephalogram (EEG) power spectral densities (PSDs) have shown differences between OSA and non-OSA patients, and fatigued and non-fatigued patients. Therefore, polysomnographic EEG PSDs may be useful to assess the extent of EDS among patients with OSA. Methods Patients presenting to Israel Loewenstein hospital reporting daytime sleepiness who recorded mild OSA on polysomnography and undertook a multiple sleep latency test. Alpha, beta, and delta relative powers were assessed between patients categorized as non-sleepy (mean sleep latency (MSL) ≥10 min) and sleepy (MSL <10 min). Results 139 patients (74% male) were included for analysis. 73 (53%) were categorized as sleepy (median MSL 6.5 min). There were no significant differences in demographics or polysomnographic parameters between sleepy and non-sleepy groups. In multivariate analysis, increasing relative delta frequency power was associated with increased odds of sleepiness (OR 1.025 (95% CI 1.024-1.026)), while relative alpha and beta powers were associated with decreased odds. The effect size of delta PSD on sleepiness was significantly greater than that of either alpha or beta frequencies. Conclusion Delta PSD during polysomnography is significantly associated with a greater degree of objective daytime sleepiness among patients with mild OSA. Further research is needed to corroborate our findings and identify the direction of potential causal correlation between delta PSD and EDS.
Collapse
Affiliation(s)
- Timothy Howarth
- Department of Technical Physics, University of Eastern Finland, Kuopio, Finland
- Darwin Respiratory and Sleep Health, Darwin Private Hospital, Darwin, NT, Australia
- College of Health and Human Sciences, Charles Darwin University, Darwin, NT, Australia
- Diagnostic Imaging Center, Kuopio University Hospital, Kuopio, Finland
| | - Masoumeh Tashakori
- Department of Technical Physics, University of Eastern Finland, Kuopio, Finland
- Diagnostic Imaging Center, Kuopio University Hospital, Kuopio, Finland
| | - Tuomas Karhu
- Department of Technical Physics, University of Eastern Finland, Kuopio, Finland
- Diagnostic Imaging Center, Kuopio University Hospital, Kuopio, Finland
| | - Matias Rusanen
- Department of Technical Physics, University of Eastern Finland, Kuopio, Finland
- Diagnostic Imaging Center, Kuopio University Hospital, Kuopio, Finland
- HP2 Laboratory, INSERM U1300, Grenoble Alpes University, Grenoble Alpes University Hospital, Grenoble, France
| | - Henna Pitkänen
- Department of Technical Physics, University of Eastern Finland, Kuopio, Finland
- Diagnostic Imaging Center, Kuopio University Hospital, Kuopio, Finland
| | - Arie Oksenberg
- Sleep Disorders Unit, Loewenstein Hospital – Rehabilitation Center, Ra’anana, Israel
| | - Sami Nikkonen
- Department of Technical Physics, University of Eastern Finland, Kuopio, Finland
- Diagnostic Imaging Center, Kuopio University Hospital, Kuopio, Finland
| |
Collapse
|
10
|
Badran M, Puech C, Barrow MB, Runion AR, Gozal D. Recovery Mimicking "Ideal" CPAP Adherence Does Not Improve Wakefulness or Cognition in Chronic Murine Models of OSA: Effect of Wake-Promoting Agents. Arch Bronconeumol 2023; 59:805-812. [PMID: 37783638 DOI: 10.1016/j.arbres.2023.09.007] [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: 07/25/2023] [Revised: 09/07/2023] [Accepted: 09/08/2023] [Indexed: 10/04/2023]
Abstract
INTRODUCTION Obstructive sleep apnea (OSA) is a chronic condition characterized by intermittent hypoxia (IH) and sleep fragmentation (SF). OSA can induce excessive daytime sleepiness (EDS) and is associated with impaired cognition and anxiety. Solriamfetol (SOL) and modafinil (MOD) are widely used wake-promoting agents in OSA patients with EDS. METHODS Male C57Bl/6J mice were exposed to SF along with sleep controls (SC) or to IH and room air (RA) controls during the light (inactive) phase for 4 and 16 weeks, respectively. Both IH and SF exposures were then discontinued to mimic "ideal" continuous positive airway pressure (CPAP) adherence. All groups were then randomly assigned to receive once daily intraperitoneal injections of SOL, MOD, or vehicle (VEH) for 6 days. Sleep/wake activity was assessed along with tests of explicit memory, anxiety and depression were performed before and after treatments. RESULTS IH and SF exposures increased sleep percentage in the dark phase and reduced wake bouts lengths (i.e., EDS), and induced cognitive deficits and impulsivity in mice. Both SOL and MOD treatments effectively mitigated EDS when combined with recovery, while recovery alone did not improve EDS over the 6-day period. Furthermore, improvements explicit memory emerged only after SOL. CONCLUSION Chronic IH and SF induce EDS in young adult mice that is not ameliorated by recovery except when combined with either SOL or MOD. SOL, but not MOD, significantly improves IH-induced cognitive deficits. Thus, SOL emerges as a viable adjuvant medication for residual EDS in OSA along with its positive impact on cognition.
Collapse
Affiliation(s)
- Mohammad Badran
- Child Health Research Institute, Department of Child Health, School of Medicine, University of Missouri, Columbia, MO, USA
| | - Clementine Puech
- Child Health Research Institute, Department of Child Health, School of Medicine, University of Missouri, Columbia, MO, USA
| | - Max B Barrow
- Undergraduate Student Research Program, University of Missouri, Columbia, MO, USA
| | - Alexandra R Runion
- Undergraduate Student Research Program, University of Missouri, Columbia, MO, USA
| | - David Gozal
- Child Health Research Institute, Department of Child Health, School of Medicine, University of Missouri, Columbia, MO, USA; Department of Medical Pharmacology and Physiology, School of Medicine, University of Missouri, Columbia, MO, USA; Joan C. Edwards School of Medicine, Marshall University, Huntington, WV, USA.
| |
Collapse
|
11
|
Kadier K, Dilixiati D, Ainiwaer A, Liu X, Lu J, Liu P, Ainiwan M, Yesitayi G, Ma X, Ma Y. Analysis of the relationship between sleep-related disorder and systemic immune-inflammation index in the US population. BMC Psychiatry 2023; 23:773. [PMID: 37872570 PMCID: PMC10594811 DOI: 10.1186/s12888-023-05286-7] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 10/16/2023] [Indexed: 10/25/2023] Open
Abstract
BACKGROUND The association between sleep-related disorders and inflammation has been demonstrated in previous studies. The systemic immune-inflammation index (SII) is a novel inflammatory index based on leukocytes, but its relationship with sleep-related disorder is unclear. We aimed to investigate the relationship between sleep-related disorder and SII in a nationally representative nonhospitalized sample. METHODS Data were obtained from the 2005-2008 National Health and Nutrition Examination Survey (NHANES). Exposure variables included self-reported sleep-related disorders, such as sleep duration, sleep problems, high risk of OSA, and daytime sleepiness. SII and other traditional markers of inflammation were considered as outcome variables, including platelet-to-lymphocyte ratio (PLR) and neutrophil-to-lymphocyte ratio (NLR). Multiple linear regression models were employed to examine the correlation between sleep-related disorders and inflammatory markers. Subgroup interactions were analyzed using likelihood ratio tests, and nonlinear relationships were explored by fitting restricted cubic splines. RESULTS A total of 8,505 participants were enrolled in this study. Overall, sleep-related disorders were found to have a stronger association with SII compared to the PLR and NLR. The results of multiple linear regression analysis revealed that participants who experienced sleep problems (β: 21.421; 95% CI 1.484, 41.358), had symptoms of OSA (β: 23.088; 95% CI 0.441, 45.735), and reported daytime sleepiness (β: 30.320; 95% CI 5.851, 54.789) exhibited a positive association with higher SII. For the analysis of other inflammatory markers, we only found that daytime sleepiness was associated with increased NLR levels (β: 0.081; 95% CI 0.002, 0.159). CONCLUSION Sleep problems, symptoms of OSA, and daytime sleepiness were found to have a positive association with the SII in US adults. However, further prospective studies are necessary to establish whether there is a causal relationship between these factors.
Collapse
Affiliation(s)
- Kaisaierjiang Kadier
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Urumqi, China
| | - Diliyaer Dilixiati
- Department of Urology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Aikeliyaer Ainiwaer
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Urumqi, China
| | - Xiaozhu Liu
- Department of Cardiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jiande Lu
- Department of Urology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Pengfei Liu
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Urumqi, China
| | - Mierxiati Ainiwan
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Urumqi, China
| | - Gulinazi Yesitayi
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Urumqi, China
| | - Xiang Ma
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Urumqi, China.
| | - Yitong Ma
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Urumqi, China.
| |
Collapse
|
12
|
Bayesian network modeling of risk and prodromal markers of Parkinson's disease. PLoS One 2023; 18:e0280609. [PMID: 36827273 PMCID: PMC9955606 DOI: 10.1371/journal.pone.0280609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 01/03/2023] [Indexed: 02/25/2023] Open
Abstract
Parkinson's disease (PD) is characterized by a long prodromal phase with a multitude of markers indicating an increased PD risk prior to clinical diagnosis based on motor symptoms. Current PD prediction models do not consider interdependencies of single predictors, lack differentiation by subtypes of prodromal PD, and may be limited and potentially biased by confounding factors, unspecific assessment methods and restricted access to comprehensive marker data of prospective cohorts. We used prospective data of 18 established risk and prodromal markers of PD in 1178 healthy, PD-free individuals and 24 incident PD cases collected longitudinally in the Tübingen evaluation of Risk factors for Early detection of NeuroDegeneration (TREND) study at 4 visits over up to 10 years. We employed artificial intelligence (AI) to learn and quantify PD marker interdependencies via a Bayesian network (BN) with probabilistic confidence estimation using bootstrapping. The BN was employed to generate a synthetic cohort and individual marker profiles. Robust interdependencies were observed for BN edges from age to subthreshold parkinsonism and urinary dysfunction, sex to substantia nigra hyperechogenicity, depression, non-smoking and to constipation; depression to symptomatic hypotension and excessive daytime somnolence; solvent exposure to cognitive deficits and to physical inactivity; and non-smoking to physical inactivity. Conversion to PD was interdependent with prior subthreshold parkinsonism, sex and substantia nigra hyperechogenicity. Several additional interdependencies with lower probabilistic confidence were identified. Synthetic subjects generated via the BN based representation of the TREND study were realistic as assessed through multiple comparison approaches of real and synthetic data. Altogether our work demonstrates the potential of modern AI approaches (specifically BNs) both for modelling and understanding interdependencies between PD risk and prodromal markers, which are so far not accounted for in PD prediction models, as well as for generating realistic synthetic data.
Collapse
|
13
|
Pu Q, Wu Z, Li AL, Guo XX, Hu JJ, Li XY. Association between poor sleep quality and an increased risk of dry eye disease in patients with obstructive sleep apnea syndrome. Front Med (Lausanne) 2022; 9:870391. [PMID: 36388897 PMCID: PMC9659957 DOI: 10.3389/fmed.2022.870391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Accepted: 10/05/2022] [Indexed: 11/26/2022] Open
Abstract
Purpose Obstructive sleep apnea (OSA) is related to an increased incidence of dry eye disease (DED). However, their exact relationship is unknown and requires further well-designed studies with advanced mechanisms detection. Patients and methods This case–control study included 125 OSA cases and 125 age–gender-matched controls enrolled in the hospital between 1 January and 1 October 2021. OSA diagnosis and classification were performed using a polysomnography (PSG) assay. Detailed ophthalmological examinations, including the Schirmer I test, corneal staining, and ocular surface disease index (OSDI), were used to detect DED-related parameters. A comprehensive ocular surface assay was performed to measure a series of parameters, including first non-invasive first tear film break-up time (f-NIBUT), average non-invasive first tear film break-up time (av-NIBUT), tear meniscus height (TMH), and loss of meibomian gland. In addition, the Pittsburgh Sleep Quality Index (PSQI) scale was used to assess sleep quality. Results Compared to the control, the OSA group showed an increased DED risk (P = 0.016) along with an increased PSQI score and a higher rate of poor quality sleep (P < 0.001 and P = 0.007, respectively). Stratification of OSA cases indicated that DED-related parameters were impaired in patients with severe OSA (P < 0.05). The analysis of DED-parameters-related factors showed significant correlations between OSA-related indexes and PSQI (P < 0.05). Moreover, the poor sleep quality group in the OSA cases showed worse DED-related parameters (P < 0.05), which was not observed in the control group. Conclusion OSA, especially the severe stage OSA, was related to an increased risk of DED. Also, sleep quality was correlated with the onset of both OSA and DED, where poor sleep quality revealed a relationship between OSA and the risk of DED. Overall, our findings provided evidence for advanced management of DED and OSA in future.
Collapse
Affiliation(s)
- Qi Pu
- Department of Ophthalmology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zhen Wu
- Department of Ear, Nose, and Throat, Changshu No. 2 People’s Hospital, Changshu, China
| | - Ao-Ling Li
- Department of Ophthalmology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiao-Xiao Guo
- Department of Ophthalmology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jing-Jie Hu
- Department of Ophthalmology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xin-Yu Li
- Department of Ophthalmology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- *Correspondence: Xin-Yu Li,
| |
Collapse
|
14
|
Hsiao SH, Cheng CC, Lin IJ, Yu CP, Huang YC, Huang SH, Sun CA, Fann LY, Sheu MY, Chien WC. Persistent Depressive Disorder-Related Effect of Sleep Disorder on the Highest Risk of Suicide in Taiwan, 2000-2015. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:13169. [PMID: 36293761 PMCID: PMC9603005 DOI: 10.3390/ijerph192013169] [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: 08/29/2022] [Revised: 10/06/2022] [Accepted: 10/11/2022] [Indexed: 06/16/2023]
Abstract
OBJECTIVE to investigate whether persistent depressive disorder (PDD) affects sleep disorders (SDs) and increased suicide risk. METHODS in this study, we used the National Health Insurance Research Database (NHIRD) to select 117,033 SD patients, of whom 137 died by suicide, and 468,132 non-SD patients, of whom 118 died by suicide, and analyzed gender, age, and co-existing diseases. Hazard ratios (HRs) and 95% confidence intervals (CI) were calculated using a multivariate Cox proportional hazards model. RESULTS the hazard ratio of suicide in SD patients was 1.429 times that of non-SD patients. The hazard ratio of suicide in female patients was 1.297 times higher than in males. Compared with people without PDD, people with PDD had a 7.195 times higher hazard ratio for suicide than those without PDD. PDD patients with SDs had a 2.05 times higher hazard ratio for suicide than those with no SDs. CONCLUSIONS suicide risk was increased in SD patients, and the maximum suicide risk was greater in SD patients with PDD than in non-PDD patients. PDD affected SDs and increased suicide risk. Clinicians should be aware of the possibility that PDD affects patients with SDs and contributes to suicide risk.
Collapse
Affiliation(s)
- Sheng-Huang Hsiao
- Department of Neurosurgery, Taipei City Hospital, Ren-Ai Branch, Taipei 10629, Taiwan
- Department of Psychology, National Chengchi University, Taipei 11605, Taiwan
| | - Chih-Chien Cheng
- Department of Mechanical Engineering, National Central University, Jhongli 32001, Taiwan
- Department of Obstetrics/Gynecology, Taipei City Hospital, Taipei 10341, Taiwan
- School of Medicine, College of Medicine, Fu-Jen Catholic University, New Taipei City 242062, Taiwan
| | - Iau-Jin Lin
- Department of Medical Research, Tri-Service General Hospital, Taipei 11490, Taiwan
- School of Public Health, National Defense Medical Center, Taipei 11490, Taiwan
| | - Chia-Peng Yu
- Department of Medical Research, Tri-Service General Hospital, Taipei 11490, Taiwan
- School of Public Health, National Defense Medical Center, Taipei 11490, Taiwan
| | - Yao-Ching Huang
- Department of Medical Research, Tri-Service General Hospital, Taipei 11490, Taiwan
- School of Public Health, National Defense Medical Center, Taipei 11490, Taiwan
- Department of Chemical Engineering and Biotechnology, National Taipei University of Technology (Taipei Tech), Taipei 10608, Taiwan
| | - Shi-Hao Huang
- Department of Chemical Engineering and Biotechnology, National Taipei University of Technology (Taipei Tech), Taipei 10608, Taiwan
| | - Chien-An Sun
- Department of Public Health, College of Medicine, Fu-Jen Catholic University, New Taipei City 242062, Taiwan
- Big Data Center, College of Medicine, Fu-Jen Catholic University, New Taipei City 242062, Taiwan
| | - Li-Yun Fann
- Department of Medical Research, Tri-Service General Hospital, Taipei 11490, Taiwan
- School of Public Health, National Defense Medical Center, Taipei 11490, Taiwan
- Department of Nursing, Taipei City Hospital, Taipei 10684, Taiwan
- Department of Nurse-Midwifery and Women Health, National Taipei University of Nursing and Health Sciences, Taipei 11220, Taiwan
| | - Miin-Yea Sheu
- Department of Nursing, Taipei City Hospital, Taipei 10684, Taiwan
| | - Wu-Chien Chien
- Department of Medical Research, Tri-Service General Hospital, Taipei 11490, Taiwan
- School of Public Health, National Defense Medical Center, Taipei 11490, Taiwan
- Graduate Institute of Life Sciences, National Defense Medical Center, Taipei 11490, Taiwan
- Taiwanese Injury Prevention and Safety Promotion Association (TIPSPA), Taipei 11490, Taiwan
| |
Collapse
|
15
|
Gawlik-Kotelnicka O, Margulska A, Gabryelska A, Sochal M, Białasiewicz P, Strzelecki D. “Leaky Gut” as a Keystone of the Connection between Depression and Obstructive Sleep Apnea Syndrome? A Rationale and Study Design. Metabolites 2022; 12:metabo12020152. [PMID: 35208226 PMCID: PMC8878827 DOI: 10.3390/metabo12020152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 01/29/2022] [Accepted: 02/01/2022] [Indexed: 11/16/2022] Open
Abstract
Obstructive sleep apnea (OSA) and depression are highly comorbid. Immune alterations, oxidative stress or microbiota dysfunction have been proposed as some mechanisms underlying this association. The aim of the proposed study is to assess the severity and profile of OSA and depressive symptoms in the context of serum microbiota metabolites, biomarkers of intestinal permeability, inflammation and oxidative stress in adult patients diagnosed with OSA syndrome. The study population consists of 200 subjects. An apnoea-hypopnoea index ≥ 5/hour is used for the diagnosis. Depressive symptoms are assessed with Beck Depression Inventory. Measured serum markers are: tumour necrosis factor–alpha and interleukin-6 for inflammation, total antioxidant capacity and malondialdehyde concentration for oxidative stress, zonulin, calprotectin, lipopolisaccharide-binding protein and intestinal fatty acids-binding protein for intestinal permeability. All of the above will be measured by enzyme-linked immunosorbent assay (ELISA). Associations between clinical symptoms profile and severity and the above markers levels will be tested. It would be valuable to seek for overlap indicators of depression and OSA to create this endophenotype possible biomarkers and form new prophylactic or therapeutic methods. The results may be useful to establish a subpopulation of patients sensitive to microbiota therapeutic interventions (probiotics, prebiotics, and microbiota transplantation).
Collapse
Affiliation(s)
- Oliwia Gawlik-Kotelnicka
- Department of Affective and Psychotic Disorders, Medical University of Lodz, 90-419 Lodz, Poland;
- Correspondence: ; Tel.: +48-603819776
| | | | - Agata Gabryelska
- Department of Sleep Medicine and Metabolic Disorders, Medical University of Lodz, 90-419 Lodz, Poland; (A.G.); (M.S.); (P.B.)
| | - Marcin Sochal
- Department of Sleep Medicine and Metabolic Disorders, Medical University of Lodz, 90-419 Lodz, Poland; (A.G.); (M.S.); (P.B.)
| | - Piotr Białasiewicz
- Department of Sleep Medicine and Metabolic Disorders, Medical University of Lodz, 90-419 Lodz, Poland; (A.G.); (M.S.); (P.B.)
| | - Dominik Strzelecki
- Department of Affective and Psychotic Disorders, Medical University of Lodz, 90-419 Lodz, Poland;
| |
Collapse
|
16
|
Maghsoudipour M, Moradi R, Moghimi S, Ancoli-Israel S, DeYoung PN, Malhotra A. Time of day, time of sleep, and time on task effects on sleepiness and cognitive performance of bus drivers. Sleep Breath 2022; 26:1759-1769. [DOI: 10.1007/s11325-021-02526-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 10/08/2021] [Accepted: 11/05/2021] [Indexed: 10/19/2022]
|