1
|
Abdelwahab M, Saltychev M, Lechner M, Adibi E, Wadsworth EW, Fleury T, Rakha A, Khafagy Y, Abdelfattah A, Al-Sayed AA, Chou C, Ali B, Liu S, Kushida C, Capasso R. Standardized List Evaluating Apnea (SLEAP): A Comprehensive Survey to Define the Quality of Life in OSA. Otolaryngol Head Neck Surg 2025; 172:668-677. [PMID: 39624914 DOI: 10.1002/ohn.1072] [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: 06/10/2024] [Revised: 10/12/2024] [Accepted: 11/04/2024] [Indexed: 01/29/2025]
Abstract
OBJECTIVE To develop and validate a patient-reported outcome measure (PROM) to evaluate the quality of life (QoL) among patients with obstructive sleep apnea (OSA). STUDY DESIGN A prospective cohort study. SETTINGS Tertiary referral center. METHODS We developed a 15-item English questionnaire that was administered to 176 adults with OSA and 22 adult controls without symptoms of OSA in a tertiary sleep surgery clinic between June 2021 and December 2021. The internal consistency and test-retest reliability were measured using the Cronbach's α and the intraclass correlation coefficient, respectively. The 2-sample Wilcoxon rank-sum (Mann-Whitney) test was applied to compare the 2 groups. Convergent validity of the test scores of the questionnaire was compared to previously validated outcome measures and objective sleep study outcomes using the Spearman correlation coefficient. RESULTS Of the 198 respondents (176 cases and 22 controls); 71% were men and 29% were women. The internal consistency was excellent with the α of .92 (lower 95% confidence limit of 0.90). All the test-retest correlations were positive, significant, and strong ranging from 0.50 to 0.90. The differences between cases and controls were statistically significant for all the items and for the total score. The total score of the questionnaire with the Epworth Sleepiness Scale and objective OSA measures was moderate to strong. CONCLUSIONS AND RELEVANCE The new tool provides a validated PROM to evaluate the QoL among OSA patients specifically, with excellent internal consistency, reasonable test-retest reliability, discriminant validity, and construct validity. LEVEL OF EVIDENCE Level 4.
Collapse
Affiliation(s)
- Mohamed Abdelwahab
- Division of Sleep Surgery, Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, California, USA
- Division of Sleep Surgery, Department of Otolaryngology-Head and Neck Surgery, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Mikhail Saltychev
- Department of Physical and Rehabilitation Medicine, Turku University Hospital and University of Turku, Turku, Finland
| | - Matt Lechner
- UCL Division of Surgery and Interventional Science, UCL Cancer Institute and Academic Head and Neck Centre, University College London, London, UK
| | - Elahe Adibi
- Division of Sleep Surgery, Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, California, USA
| | - Elizabeth Walker Wadsworth
- Division of Sleep Surgery, Department of Otolaryngology-Head and Neck Surgery, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Thomaz Fleury
- Division of Sleep Surgery, Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, California, USA
| | - Abdelwahab Rakha
- Department of Otolaryngology, Mansoura University School of Medicine, Mansoura, Egypt
| | - Yasser Khafagy
- Department of Otolaryngology, Mansoura University School of Medicine, Mansoura, Egypt
| | - Ahmed Abdelfattah
- Department of Otolaryngology, Mansoura University School of Medicine, Mansoura, Egypt
| | - Ahmed A Al-Sayed
- Division of Sleep Surgery, Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, California, USA
- Department of Otolaryngology-Head and Neck Surgery, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Courtney Chou
- Division of Sleep Surgery, Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
| | - Ban Ali
- Department of Public Health, A.T. Still University, Kirksville, Missouri, USA
| | - Stanley Liu
- Division of Sleep Surgery, Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, California, USA
- Department of Oral & Maxillofacial Surgery, Nova Southeastern University, Florida
| | - Clete Kushida
- Division of Sleep Medicine, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, California, USA
| | - Robson Capasso
- Division of Sleep Surgery, Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, California, USA
| |
Collapse
|
2
|
Marrero-Gonzalez AR, Salvador CD, Nguyen SA, Meyer TA, Ford DW, Rinn AM, Lal C, Swanson M, Abdelwahab M. Depressive symptoms after surgical and medical management of OSA: a systematic review and meta-analysis. Sleep Breath 2024; 29:64. [PMID: 39725719 PMCID: PMC11671573 DOI: 10.1007/s11325-024-03235-6] [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: 08/17/2024] [Revised: 10/31/2024] [Accepted: 12/16/2024] [Indexed: 12/28/2024]
Abstract
PURPOSE To evaluate the effect of CPAP and surgical alternatives for OSA on depression and compare the results of surgery to CPAP. METHODS: COCHRANE Library, CINAHL, PubMed, and Scopus databases were searched for English-language articles. Meta-analysis of continuous measures (mean), proportions (%), and mean difference (Δ) with 95% confidence interval was conducted for objective and subjective outcomes before and after treatment with CPAP or surgical interventions. RESULTS We identified 2018 abstracts, 14 studies (N = 3,488) were included in the meta-analysis. Both treatments witnessed significant improvement in Apnea-hypopnea Index (AHI), with similar improvement with CPAP (Δ-48.8 [-51.2, -46.4]) and surgical interventions (Δ -20.22 [-31.3, -9.17]). An improvement in Epworth Sleepiness Scale (ESS) was noted between groups with (Δ -3.9 [-6.2, -1.6]) for the CPAP group and (Δ -4.3 [-6.0, -2.5]) for surgical interventions. The improvement of BDI II depression scores pre- and post-treatment was comparable between treatments with (Δ -4.1 [-5.8, -2.4]) for the CPAP group and (Δ- 5.6 [-9.2, -2.0]) for surgical interventions. CONCLUSION Our findings suggest a reduction in AHI is seen in both CPAP and surgical interventions for OSA, with no difference in AHI reduction between groups. Both treatments also lead to a similar improvement in depression scores providing strong evidence regards impact of surgery on OSA-associated mood disorders. While percent reduction in depression is higher in the surgical group, the difference did not reach statistical significance when compared to CPAP. When stratified by surgical intervention, most interventions suggest an improvement in depression scores.
Collapse
Affiliation(s)
- Alejandro R Marrero-Gonzalez
- Sleep Surgery Division, Department of Otolaryngology-Head and Neck Surgery, Medical University of South Carolina, 135 Rutledge Avenue, MSC550, Charleston, SC, 29425, USA
- School of Medicine, University of Puerto Rico, San Juan, Puerto Rico
| | - Craig D Salvador
- Sleep Surgery Division, Department of Otolaryngology-Head and Neck Surgery, Medical University of South Carolina, 135 Rutledge Avenue, MSC550, Charleston, SC, 29425, USA
| | - Shaun A Nguyen
- Sleep Surgery Division, Department of Otolaryngology-Head and Neck Surgery, Medical University of South Carolina, 135 Rutledge Avenue, MSC550, Charleston, SC, 29425, USA
| | - Ted A Meyer
- Sleep Surgery Division, Department of Otolaryngology-Head and Neck Surgery, Medical University of South Carolina, 135 Rutledge Avenue, MSC550, Charleston, SC, 29425, USA
| | - Dee W Ford
- Department of Pulmonary, Critical Care, Allergy, and Sleep, Medical University of South Carolina, Charleston, SC, USA
| | - Andrea M Rinn
- Department of Pulmonary, Critical Care, Allergy, and Sleep, Medical University of South Carolina, Charleston, SC, USA
| | - Chitra Lal
- Department of Pulmonary, Critical Care, Allergy, and Sleep, Medical University of South Carolina, Charleston, SC, USA
| | | | - Mohamed Abdelwahab
- Sleep Surgery Division, Department of Otolaryngology-Head and Neck Surgery, Medical University of South Carolina, 135 Rutledge Avenue, MSC550, Charleston, SC, 29425, USA.
- Department of Oral and Maxillofacial Surgery, Medical University of South Carolina, Charleston, SC, USA.
| |
Collapse
|
3
|
Stenberg E, Ottosson J, Näslund E. Remission of Obesity-Related Sleep Apnea and Its Effect on Mortality and Cardiovascular Events after Metabolic and Bariatric Surgery: A Propensity-Matched Cohort Study. J Am Coll Surg 2024; 239:77-84. [PMID: 38372341 DOI: 10.1097/xcs.0000000000001047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/20/2024]
Abstract
BACKGROUND Although obstructive sleep apnea (OSA) is common among patients with obesity and linked to cardiovascular disease, there is a lack of studies evaluating the effects of reaching remission from OSA after metabolic and bariatric surgery. STUDY DESIGN A registry-based nationwide study including patients operated with sleeve gastrectomy or Roux-en-Y gastric bypass from 2007 until 2019 in Sweden. Patients who reached remission of OSA were compared with those who did not reach remission and a propensity score-matched control group of patients without OSA at the time of operation. The main outcome was overall mortality, and secondary outcome was major cardiovascular events (MACEs). RESULTS In total, 5,892 patients with OSA and 11,552 matched patients without OSA completed a 1-year follow-up and were followed for a median of 6.8 years. Remission of OSA was seen for 4,334 patients (74%). Patients in remission had a lower risk for overall mortality (cumulative incidence 6.0% vs 9.1%; p < 0.001) and MACE (cumulative incidence 3.4% vs 5.8%; p < 0.001) at 10 years after operation compared with those who did not reach remission. The risk was similar to that of the control group without OSA at baseline (cumulative incidence for mortality 6%, p = 0.493, for MACE 3.7%, p = 0.251). CONCLUSIONS The remission rate of OSA was high after metabolic and bariatric surgery. This was in turn associated with reduced risk for death and MACE compared with patients who did not achieve remission reaching a similar risk seen among patients without OSA at baseline. A diligent follow-up of patients who do not reach remission remains important.
Collapse
Affiliation(s)
- Erik Stenberg
- From the Department of Surgery, Faculty of Medicine and Health, Örebro University, Örebro, Sweden (Stenberg, Ottosson)
| | - Johan Ottosson
- From the Department of Surgery, Faculty of Medicine and Health, Örebro University, Örebro, Sweden (Stenberg, Ottosson)
| | - Erik Näslund
- Division of Surgery, Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden (Näslund)
| |
Collapse
|
4
|
Cruz Zorrilla GE. Precision Prevention in Obstructive Sleep Apnea. Dent Clin North Am 2024; 68:443-454. [PMID: 38879278 DOI: 10.1016/j.cden.2024.02.004] [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] [Indexed: 04/18/2025]
Abstract
Sleep-related breathing disorders, encompassing snoring and obstructive sleep apnea (OSA), are highly prevalent worldwide, and there have been important advances in recent years regarding the understanding of underlying pathophysiology mechanisms, diagnosis, and improvement in therapeutic options. The precision medicine and person-centered approaches are based on the concept that every individual is unique and a myriad of elements influence the likelihood of developing the disease, the signs and symptoms expressed, the response to different treatment modalities, and the susceptibility to complications. Thus, health and disease are the result of phenotypic outcomes resulting from interactions between biological factors, environment, and lifestyle.
Collapse
Affiliation(s)
- Gabriel Eugenio Cruz Zorrilla
- Otolaryngology, Sleep Medicine, Clinica Atencion Integral Respiratoria, Hospital Christus Muguerza Saltillo, Carretera Saltillo-Monterrey Km 4.5, Rancho de Peña, Saltillo, Coahuila, México. PO 25210.
| |
Collapse
|
5
|
O'Connor-Reina C, Rodriguez Alcala L, Ignacio JM, Garcia-Iriarte MT, Carrasco Llatas M, Casado Morente JC, Perez Del Rey D, Segovia Hilara A, Hernandez Ibarburu G, Baptista P, Plaza G. Risk of cancer in patients with sleep apnea: comparison of surgery versus CPAP in a long-term follow-up study. Eur Arch Otorhinolaryngol 2024; 281:3131-3141. [PMID: 38206392 DOI: 10.1007/s00405-023-08446-3] [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: 11/12/2023] [Accepted: 12/27/2023] [Indexed: 01/12/2024]
Abstract
PURPOSE This study aimed to obtain a comprehensive view of the risk of developing cancer in patients with obstructive sleep apnea (OSA) and to compare this risk between patients receiving continuous positive airway pressure (CPAP) therapy versus upper airway surgery (UAS). METHODS We used both local data and a global-scale federated data research network, TriNetX, to access electronic medical records, including those of patients diagnosed with OSA from health-care organizations (HCOs) worldwide. We used propensity score matching and the score-matched analyses of data for 5 years of follow-up, RESULTS: We found that patients who had undergone UAS had a similar risk of developing cancer than those who used CPAP [hazard ratio of 0.767 (95% CI 0.559-1.053; P = 0.100)]. CONCLUSION Analysis of the large data sets collected from HCOs in Europe and globally lead us to conclude that in patients with OSA, neither CPAP nor UAS were associated with the development of cancer better than in non-treated patients.
Collapse
Affiliation(s)
- Carlos O'Connor-Reina
- Otorhinolaryngology Department, Hospital Quironsalud Marbella, 29680, Marbella, Spain.
- Otorhinolaryngology Department, Hospital Quironsalud Campo de Gibraltar, Palmones, Spain.
| | - Laura Rodriguez Alcala
- Otorhinolaryngology Department, Hospital Quironsalud Marbella, 29680, Marbella, Spain
- Otorhinolaryngology Department, Hospital Quironsalud Campo de Gibraltar, Palmones, Spain
| | | | | | | | | | - David Perez Del Rey
- Biomedical Informatics Group, Universidad Politécnica de Madrid, Madrid, Spain
| | - Alba Segovia Hilara
- Biomedical Informatics Group, Universidad Politécnica de Madrid, Madrid, Spain
| | | | - Peter Baptista
- Otorhinolaryngology Department, Clínica Universitaria de Navarra, Pamplona, Spain
| | - Guillermo Plaza
- Otorhinolaryngology Department, Hospital Universitario de Fuenlabrada, Universidad Rey Juan Carlos, Madrid, Spain
- Otorhinolaryngology Department, Hospital Universitario Sanitas La Zarzuela, Madrid, Spain
| |
Collapse
|
6
|
Mackay SG, Every JD. Advances in Pharyngeal Surgery Over the Past 10 Years: New Techniques and Technology. Otolaryngol Clin North Am 2024; 57:501-510. [PMID: 38521723 DOI: 10.1016/j.otc.2024.02.009] [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] [Indexed: 03/25/2024]
Abstract
This article is a review of advances in pharyngeal surgery over the past 10 years regarding literature, surgical technique, assessment, collaboration, and future direction in the management of adult and pediatric obstructive sleep apnea.
Collapse
Affiliation(s)
- Stuart G Mackay
- Department of Otolaryngology, Head and Neck Surgery, The Wollongong Hospital, Wollongong, New South Wales, Australia; School of Medicine, University of Wollongong, Wollongong, New South Wales, Australia; Illawarra ENT Head and Neck Clinic, 8-10 Victoria Street, Wollongong, New South Wales 2500, Australia
| | - James D Every
- Department of Otolaryngology, Head and Neck Surgery, The Wollongong Hospital, Wollongong, New South Wales, Australia; School of Medicine, University of Wollongong, Wollongong, New South Wales, Australia.
| |
Collapse
|
7
|
Khan S, Walters RK, Walker AM, Nguyen SA, Liu SY, Tremont TJ, Abdelwahab MA. The readability of online patient education materials on maxillomandibular advancement surgery. Sleep Breath 2024; 28:745-751. [PMID: 38062224 DOI: 10.1007/s11325-023-02952-8] [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: 06/17/2023] [Revised: 10/05/2023] [Accepted: 11/20/2023] [Indexed: 05/31/2024]
Abstract
STUDY OBJECTIVES Maxillomandibular advancement (MMA) is an effective surgical option for patients suffering from obstructive sleep apnea (OSA). As a relatively new treatment option, patients may turn to the Internet to learn more. However, online patient education materials (OPEMs) on MMA may be written at a higher literacy level than recommended for patients. The aim of this study was to analyze the readability of OPEMs on MMA. METHODS A Google search of "maxillomandibular advancement" was performed, and the first 100 results were screened. Websites that met eligibility criteria were analyzed for their readability using the Automated Readability Index (ARI), Coleman-Liau Index (CLI), Flesch-Kincaid Grade Level (FKGL), Gunning Fog (GF), and Simple Measure of Gobbledygook (SMOG) and compared to the recommended sixth-grade reading level using one-tailed t tests. Readability scores were compared based on the type of website, including hospitals/universities or physician clinics, using ANOVA tests. RESULTS The mean (SD) for ARI, CLI, FKGL, GF, and SMOG was 11.91 (2.43), 13.42 (1.81), 11.91 (2.06), 14.32 (2.34), and 13.99 (1.56), respectively. All readability scores were significantly higher than a sixth-grade reading level (p < 0.001). After comparing readability scores between different website types (university/hospital, clinic, and other), there was no statistical difference found. CONCLUSIONS The available OPEMs on MMA surgery for OSA are above the recommended sixth-grade reading level. Identifying and reducing the gap between the reading levels of OPEMs and the reading level of the patient are needed to encourage a more active role, informed decisions, and better patient satisfaction.
Collapse
Affiliation(s)
- Sofia Khan
- Department of Otolaryngology-Head and Neck Surgery, Medical University of South Carolina, 135 Rutledge Avenue, MSC 500, Charleston, SC, 29425, USA.
| | - Rameen K Walters
- Department of Otolaryngology-Head and Neck Surgery, Medical University of South Carolina, 135 Rutledge Avenue, MSC 500, Charleston, SC, 29425, USA
| | - Angelica M Walker
- Department of Otolaryngology-Head and Neck Surgery, Medical University of South Carolina, 135 Rutledge Avenue, MSC 500, Charleston, SC, 29425, USA
| | - Shaun A Nguyen
- Department of Otolaryngology-Head and Neck Surgery, Medical University of South Carolina, 135 Rutledge Avenue, MSC 500, Charleston, SC, 29425, USA
| | - Stanley Y Liu
- Department of Otolaryngology-Head and Neck Surgery, Stanford University, Stanford, CA, 94305, USA
| | - Timothy J Tremont
- Department of Orthodontics, Medical University of South Carolina, Charleston, SC, 29425, USA
| | - Mohamed A Abdelwahab
- Department of Otolaryngology-Head and Neck Surgery, Medical University of South Carolina, 135 Rutledge Avenue, MSC 500, Charleston, SC, 29425, USA
| |
Collapse
|
8
|
Pinczel AJ, Woods CM, Catcheside PG, Woodman RJ, Carney AS, Chai-Coetzer CL, Chia M, Cistulli PA, Hodge JC, Jones A, Lam ME, Lewis R, McArdle N, Ooi EH, Rea SC, Rees G, Singh B, Stow N, Yeo A, Antic N, McEvoy RD, Weaver EM, MacKay SG. Sleep apnea multi-level surgery trial: long-term observational outcomes. Sleep 2024; 47:zsad218. [PMID: 37607039 DOI: 10.1093/sleep/zsad218] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 08/02/2023] [Indexed: 08/24/2023] Open
Abstract
STUDY OBJECTIVES The sleep apnea multi-level surgery (SAMS) randomized clinical trial showed surgery improved outcomes at 6 months compared to ongoing medical management in patients with moderate or severe obstructive sleep apnea (OSA) who failed continuous positive airway pressure therapy. This study reports the long-term outcomes of the multi-level surgery as a case series. METHODS Surgical participants were reassessed >2 years postoperatively with the same outcomes reported in the main SAMS trial. Primary outcomes were apnea-hypopnea index (AHI) and Epworth sleepiness scale (ESS), with secondary outcomes including other polysomnography measures, symptoms, quality of life, and adverse events. Long-term effectiveness (baseline to long-term follow-up [LTFU]) and interval changes (6 month to LTFU) were assessed using mixed effects regression models. Control participants were also reassessed for rate of subsequent surgery and outcomes. RESULTS 36/48 (75%) of surgical participants were reevaluated (mean (standard deviation)) 3.5 (1.0) years following surgery, with 29 undergoing polysomnography. AHI was 41/h (23) at preoperative baseline and 21/h (18) at follow-up, representing persistent improvement of -24/h (95% CI -32, -17; p < 0.001). ESS was 12.3 (3.5) at baseline and 5.5 (3.9) at follow-up, representing persistent improvement of -6.8 (95% CI -8.3, -5.4; p < 0.001). Secondary outcomes were improved long term, and adverse events were minor. Interval change analysis suggests stability of outcomes. 36/43 (84%) of the control participants were reevaluated, with 25 (69%) reporting subsequent surgery, with symptom and quality of life improvements. CONCLUSION Multi-level upper airway surgery improves OSA burden with long-term maintenance of treatment effect in adults with moderate or severe OSA in whom conventional therapy failed. CLINICAL TRIAL Multi-level airway surgery in patients with moderate-severe obstructive sleep apnea (OSA) who have failed medical management to assess change in OSA events and daytime sleepiness; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=366019&isReview=true; ACTRN12614000338662.
Collapse
Affiliation(s)
- Alison J Pinczel
- Adelaide Institute for Sleep Health, FHMRI Sleep Health, Flinders University, Adelaide, SA, Australia
| | - Charmaine M Woods
- Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
- Department of Otolaryngology, Head and Neck Surgery, Flinders Medical Centre, Adelaide, SA, Australia
| | - Peter G Catcheside
- Adelaide Institute for Sleep Health, FHMRI Sleep Health, Flinders University, Adelaide, SA, Australia
| | - Richard J Woodman
- Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Andrew Simon Carney
- Adelaide Institute for Sleep Health, FHMRI Sleep Health, Flinders University, Adelaide, SA, Australia
- Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
- Southern ENT and Adelaide Sinus Centre, Flinders Private Hospital, Adelaide, SA, Australia
| | - Ching Li Chai-Coetzer
- Adelaide Institute for Sleep Health, FHMRI Sleep Health, Flinders University, Adelaide, SA, Australia
- Respiratory and Sleep Service, Southern Adelaide Local Health Network, Adelaide, SA, Australia
| | - Michael Chia
- Department of Thoracic Medicine, Royal Adelaide Hospital, Adelaide, SA, Australia
| | - Peter A Cistulli
- Charles Perkins Centre, Faculty for Medicine and Health, University of Sydney, Sydney, NSW, Australia
- Department of Respiratory and Sleep Medicine, Royal North Shore Hospital, Sydney, NSW, Australia
| | - John-Charles Hodge
- Ear Nose and Throat Department, Royal Adelaide Hospital, Adelaide, SA, Australia
- ICON Cancer Centre, Adelaide, SA, Australia
- Department of Surgery, University of Adelaide, Adelaide, SA, Australia
| | - Andrew Jones
- Illawarra Shoalhaven Local Health District, Wollongong, NSW, Australia
- Illawarra Sleep Medicine Centre, Wollongong, NSW, Australia
- Graduate School of Medicine, University of Wollongong, Wollongong, NSW, Australia
| | - Matthew E Lam
- Illawarra ENT Head and Neck Clinic, Wollongong, NSW, Australia
| | - Richard Lewis
- Head and Neck Surgery, Hollywood Medical Centre, Perth, WA, Australia
- Department of Otolaryngology, Royal Perth Hospital, Perth, WA, Australia
| | - Nigel McArdle
- West Australian Sleep Disorders Research Institute, Queen Elizabeth II Medical Centre, Perth, WA, Australia
- Department of Pulmonary Physiology and Sleep Medicine, Sir Charles Gairdner Hospital, Perth, WA, Australia
| | - Eng H Ooi
- Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
- Department of Otolaryngology, Head and Neck Surgery, Flinders Medical Centre, Adelaide, SA, Australia
- Adelaide ENT Surgery, Flinders Private Hospital, Adelaide, SA, Australia
| | - Siobhan Clare Rea
- West Australian Sleep Disorders Research Institute, Queen Elizabeth II Medical Centre, Perth, WA, Australia
| | - Guy Rees
- ENT Surgeons, Memorial Hospital, North Adelaide, SA, Australia
- Department of Surgery, University of Adelaide, Adelaide, SA, Australia
| | - Bhajan Singh
- West Australian Sleep Disorders Research Institute, Queen Elizabeth II Medical Centre, Perth, WA, Australia
- Department of Pulmonary Physiology and Sleep Medicine, Sir Charles Gairdner Hospital, Perth, WA, Australia
- Faculty of Human Sciences, University of Western Australia, Perth, WA, Australia
| | - Nicholas Stow
- Sydney Centre for Ear, Nose and Throat, Sydney, NSW, Australia
- Sleep Clinic, The Woolcock Clinic, Glebe, NSW, Australia
| | - Aeneas Yeo
- Department of Thoracic Medicine, Royal Adelaide Hospital, Adelaide, SA, Australia
| | - Nick Antic
- Adelaide Institute for Sleep Health, FHMRI Sleep Health, Flinders University, Adelaide, SA, Australia
| | - Ronald Doug McEvoy
- Adelaide Institute for Sleep Health, FHMRI Sleep Health, Flinders University, Adelaide, SA, Australia
- Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Edward M Weaver
- Department of Otolaryngology/Head and Neck Surgery, University of Washington, Seattle, WA, USA
- Surgery Service, Seattle Veterans Affairs Medical Center, Seattle, WA, USA
| | - Stuart G MacKay
- Illawarra Shoalhaven Local Health District, Wollongong, NSW, Australia
- Graduate School of Medicine, University of Wollongong, Wollongong, NSW, Australia
- Illawarra ENT Head and Neck Clinic, Wollongong, NSW, Australia
| |
Collapse
|
9
|
Gao Y, Liu H, Liu N, Zhang L. Numerical simulation of upper airway heat transfer in children with mandibular retrognathia during inspiratory process. Front Pediatr 2023; 11:1285812. [PMID: 38027258 PMCID: PMC10655022 DOI: 10.3389/fped.2023.1285812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 10/23/2023] [Indexed: 12/01/2023] Open
Abstract
Introduction The human upper airway regulates temperature, but its heating capacity remains unclear when the ambient temperature is low and the airway structure is abnormal. Therefore, the purpose of this study was to evaluate the heat transfer characteristics of the upper airway in patients with mandibular retrognathia, and to quantitatively evaluate the influence of ambient temperature on the temperature field of the upper airway, which could provide a valuable reference for the prediction, diagnosis and treatment of respiratory tract related diseases. Methods Two typical ambient temperatures of -10 °C and 20 °C were selected to numerically simulate the air flow and heat transfer synchronization in the upper airway model of mandibular retrognathia under quiet breathing and heavy breathing. Results and discussion The results showed that the inspired air could not be sufficiently heated after flowing through the upper airway and main trachea in the two breathing states under low temperature conditions, and the inferior bronchus was more stimulated under the state of heavy breathing. In addition, the vortex flow structure in the upper airway can enhance the convective heat transfer effect in the corresponding area.
Collapse
Affiliation(s)
- Yikai Gao
- Department of Ultrasound Intervention, Shandong Provincial Third Hospital, Shandong University, Jinan, China
| | - Hongyu Liu
- Department of Ultrasound Intervention, Shandong Provincial Third Hospital, Shandong University, Jinan, China
| | - Na Liu
- Department of Critical Care Medicine, Shandong Provincial Third Hospital, Shandong University, Jinan, China
| | - Li Zhang
- Department of Ultrasound Diagnosis and Treatment, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, China
| |
Collapse
|
10
|
Zhang J, Zhang Y, Fang X, Weng L, Zhu S, Luo N, Huang D, Guo Q, Huang C. Comparison of Remimazolam and Propofol for Drug-Induced Sleep Endoscopy: A Randomized Clinical Trial. Otolaryngol Head Neck Surg 2023; 169:1356-1365. [PMID: 37264980 DOI: 10.1002/ohn.387] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 04/12/2023] [Accepted: 04/29/2023] [Indexed: 06/03/2023]
Abstract
OBJECTIVE To compare the efficacy and safety of remimazolam with those of propofol for drug-induced sleep endoscopy (DISE) in patients with obstructive sleep apnea-hypopnea syndrome (OSAHS). STUDY DESIGN A prospective, single-center, randomized clinical trial. SETTING Xiangya Hospital of Central South University. METHODS Patients with OSAHS receiving DISE were randomly assigned to either the remimazolam or propofol group. The primary outcome was the incidence of hypoxemia (pulse oxygen saturation [SpO2 ] < 90%) during DISE. The secondary outcomes were the incidence of severe hypoxemia (SpO2 < 80%), the minimal value of SpO2 , sedation success rate (completion of DISE according to the medication regimen), and incidence of events of interest (including injection pain, bradycardia, and decreased respiratory rate). RESULTS Sixty-four patients were included in this study. The incidence of hypoxemia was significantly lower in the remimazolam than in the propofol group (25.00% vs 62.50%, respectively; relative risk, 0.40; 95% confidence interval [CI], 0.20-0.74; p < .01). There was no significant difference in the sedation success rate between the remimazolam and propofol groups (96.88% vs 81.25%, respectively; relative risk, 1.19; 95% CI, 1.01-1.50; p = .10). The incidence of at least 1 event of interest was lower in the remimazolam than in the propofol group (43.75% vs 96.88%, respectively; relative risk, 0.45; 95% CI, 0.29-0.63; p < .01). CONCLUSION Remimazolam can present satisfactory sedative efficacy in DISE, with a lower incidence of hypoxemia and a higher safety profile than propofol.
Collapse
Affiliation(s)
- Jianxi Zhang
- Department of Anesthesiology, Xiangya Hospital Central South University, Changsha, China
| | - Yiying Zhang
- Department of Anesthesiology, Xiangya Hospital Central South University, Changsha, China
| | - Xing Fang
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, China
- Department of Otolaryngology-Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha, China
| | - Lili Weng
- Department of Anesthesiology, Xiangya Hospital Central South University, Changsha, China
| | - Sha Zhu
- Department of Anesthesiology, Xiangya Hospital Central South University, Changsha, China
| | - Ning Luo
- Department of Anesthesiology, Xiangya Hospital Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, China
| | - Donghai Huang
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, China
- Department of Otolaryngology-Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha, China
| | - Qulian Guo
- Department of Anesthesiology, Xiangya Hospital Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, China
| | - Changsheng Huang
- Department of Anesthesiology, Xiangya Hospital Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital Central South University, Changsha, China
| |
Collapse
|
11
|
Abdelwahab M, Marques S, Huang A, De Moraes TP, Previdelli I, Cruz JAW, Al-Sayed AA, Capasso R. Value of Surgical and Nonsurgical Treatment for Sleep Apnea: A Closer Look at Healthcare Utilization. Otolaryngol Head Neck Surg 2023; 168:1228-1237. [PMID: 36794772 DOI: 10.1002/ohn.175] [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: 04/15/2022] [Revised: 09/16/2022] [Accepted: 09/20/2022] [Indexed: 02/17/2023]
Abstract
OBJECTIVE To determine how surgery, continuous positive airway pressure (CPAP), and no treatment impact healthcare utilization in patients who have obstructive sleep apnea (OSA). STUDY DESIGN This is a retrospective cohort study of patients between the ages of 18 and 65 that were diagnosed with OSA (9th International Classification of Diseases) from January 2007 to December 2015. Data were collected over 2 years, and prediction models were generated to evaluate trends over time. SETTING A population-based study using real-world data and insurance databases. METHODS A total of 4,978,649 participants were identified, all with at least 25 months of continuous enrollment. Patients with previous soft tissue procedures not approved for OSA (nasal surgery), or without continuous insurance coverage were excluded. A total of 18,050 patients underwent surgery, 1,054,578 were untreated, and 799,370 received CPAP. IBM Marketscan Research database was utilized to describe patient-specific clinical utilization, and expenditures, across outpatient, and inpatient services, and medication prescriptions. RESULTS When the cost of the intervention was eliminated in the 2-year follow-up, the monthly payments of group 1 (surgery) were significantly less than group 3 (CPAP) in overall, inpatient, outpatient, and pharmaceutical payments (p < .001). The surgery group was associated with less cumulative payments compared to the other 2 groups when the cost of the intervention (CPAP or surgery) was eliminated in all comorbidities and age groups. CONCLUSION Treating OSA with surgery can lessen overall healthcare utilization compared to no treatment and CPAP.
Collapse
Affiliation(s)
- Mohamed Abdelwahab
- Department of Otolaryngology-Head and Neck Surgery, Division of Sleep Surgery, Stanford University School of Medicine, Stanford, California, USA.,Department of Otolaryngology-Head and Neck Surgery, Division of Sleep Surgery, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Sandro Marques
- Department of Otolaryngology-Head and Neck Surgery, Division of Sleep Surgery, Stanford University School of Medicine, Stanford, California, USA
| | - Allen Huang
- Department of Otolaryngology-Head and Neck Surgery, Division of Sleep Surgery, Stanford University School of Medicine, Stanford, California, USA
| | - Thyago P De Moraes
- Graduate Program in Life Sciences, School of Medicine, Pontifícia Universidade Católica do Paraná, Curitiba, Brazil
| | - Isolde Previdelli
- Department of Biostatistics, Universidade Estadual de Maringá, Maringá, Brazil
| | - June Alisson Westarb Cruz
- Department of Postgraduate Program in Adminstration, School of Business, Pontifícia Universidade Católica do Paraná, Curitiba, Brazil
| | - Ahmed A Al-Sayed
- Department of Otolaryngology-Head and Neck Surgery, Division of Sleep Surgery, Stanford University School of Medicine, Stanford, California, USA.,Department of Otolaryngology-Head and Neck Surgery, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Robson Capasso
- Department of Otolaryngology-Head and Neck Surgery, Division of Sleep Surgery, Stanford University School of Medicine, Stanford, California, USA
| |
Collapse
|
12
|
O'Connor-Reina C, Alcala LR, Ignacio JM, Iriarte MTG, Llatas MC, Morente JCC, Del Rey DP, Alvarez IM, Ibarburu GH, Baptista P, Plaza G. Risk of diabetes in patients with sleep apnea: comparison of surgery versus CPAP in a long-term follow-up study. J Otolaryngol Head Neck Surg 2023; 52:16. [PMID: 36788636 PMCID: PMC9930296 DOI: 10.1186/s40463-022-00616-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 12/14/2022] [Indexed: 02/16/2023] Open
Abstract
This study aimed to obtain a comprehensive view of the risk of developing diabetes in patients with obstructive sleep apnea (OSA) and to compare this risk between patients receiving continuous positive airway pressure (CPAP) therapy versus upper airway surgery (UAS). We used local and the global-scale federated data research network TriNetX to obtain access to electronic medical records, including those for patients diagnosed with OSA, from health-care organizations (HCOs) worldwide. Using propensity score matching and the score-matched analyses of data for 5 years of follow-up, we found that patients who had undergone UAS had a lower risk of developing diabetes than those who used CPAP (risk ratio 0.415, 95% confidence interval (CI) 0.349-0.493). The risk for newly diagnosed diabetes patients showed a similar pattern (hazard ratio 0.382; 95% CI 0.317-0.459). Both therapies seem to protect against diabetes (Risk 0.081 after UAS vs. 0.195 after CPAP). Analysis of the large data sets collected from HCOs in Europe and globally lead us to conclude that, in patients with OSA, UAS can prevent the development of diabetes better than CPAP.
Collapse
Affiliation(s)
- Carlos O'Connor-Reina
- Otorhinolaryngology Department, Hospital Quironsalud Marbella, 29680, Marbella, Spain.
- Otorhinolaryngology Department, Hospital Quironsalud Campo de Gibraltar, Palmones, Spain.
| | - Laura Rodriguez Alcala
- Otorhinolaryngology Department, Hospital Quironsalud Marbella, 29680, Marbella, Spain
- Otorhinolaryngology Department, Hospital Quironsalud Campo de Gibraltar, Palmones, Spain
| | | | | | | | | | - David Perez Del Rey
- Biomedical Informatics Group, Universidad Politécnica de Madrid, Madrid, Spain
| | | | | | - Peter Baptista
- Otorhinolaryngology Department, Clínica Universitaria de Navarra, Pamplona, Spain
| | - Guillermo Plaza
- Otorhinolaryngology Department, Hospital Universitario de Fuenlabrada, Universidad Rey Juan Carlos, Madrid, Spain
- Otorhinolaryngology Department, Hospital Sanitas la Zarzuela, Madrid, Spain
| |
Collapse
|
13
|
Lin YC, Chen CT, Chao PZ, Chen PY, Liu WT, Tsao ST, Lin SF, Bai CH. Prevention of Incident Hypertension in Patients With Obstructive Sleep Apnea Treated With Uvulopalatopharyngoplasty or Continuous Positive Airway Pressure: A Cohort Study. Front Surg 2022; 9:818591. [PMID: 35402497 PMCID: PMC8987371 DOI: 10.3389/fsurg.2022.818591] [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: 11/19/2021] [Accepted: 03/03/2022] [Indexed: 12/03/2022] Open
Abstract
Purpose To determine whether treatment with uvulopalatopharyngoplasty (UPPP) or continuous positive airway pressure (CPAP) in patients with obstructive sleep apnea (OSA) prevents hypertension, compared to those not receiving any treatment. Methods A retrospective cohort study was conducted among 413 patients with OSA (age ≥ 35 years) at the Shuang Ho Hospital between 2009 and 2016. The patients were divided into three groups: UPPP, CPAP, and non-treatment groups. Data about the personal characteristics, history of comorbidities, and polysomnography (PSG) reports were collected at baseline. A Cox model with inverse probability of treatment weighting was used to adjust for confounders and baseline diversity. Results After multivariate adjustment and weighting for incident hypertension, patients in both the CPAP and UPPP groups showed a significant preventive effect on hypertension than in the non-treatment group. Moreover, patients in the CPAP group had lower event rates than those in the UPPP group. Conclusion UPPP can prevent the development of new-onset hypertension in patients with OSA. CPAP had a better preventive effect than UPPP. UPPP might be a good alternative for reducing the risk of the onset of hypertension when compliance to CPAP is poor.
Collapse
Affiliation(s)
- Yi-Chih Lin
- Department of Otolaryngology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
- Sleep Center, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
- School of Public Health, College of Public Health, Taipei Medical University, Taipei, Taiwan
- Department of Otolaryngology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Chun-Tien Chen
- Department of Otolaryngology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
| | - Pin-Zhir Chao
- Department of Otolaryngology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
- Sleep Center, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
- Department of Otolaryngology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Po-Yueh Chen
- Department of Otolaryngology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Department of Otolaryngology, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Wen-Te Liu
- Sleep Center, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
- Department of Chest, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
| | - Sheng-Teng Tsao
- School of Public Health, College of Public Health, Taipei Medical University, Taipei, Taiwan
| | - Sheng-Feng Lin
- School of Public Health, College of Public Health, Taipei Medical University, Taipei, Taiwan
- Department of Public Health, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Department of Emergency Medicine, Taipei Medical University Hospital, Taipei, Taiwan
| | - Chyi-Huey Bai
- School of Public Health, College of Public Health, Taipei Medical University, Taipei, Taiwan
- Department of Public Health, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Nutrition Research Center, Taipei Medical University Hospital, Taipei, Taiwan
- *Correspondence: Chyi-Huey Bai
| |
Collapse
|
14
|
Weaver EM. Sleep Surgery Improves Blood Pressure: How Can It Be? Sleep Med Rev 2022; 62:101619. [DOI: 10.1016/j.smrv.2022.101619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Accepted: 02/22/2022] [Indexed: 10/19/2022]
|
15
|
Cai Y, Tripuraneni P, Gulati A, Stephens EM, Nguyen DK, Durr ML, Chang JL. Patient-Defined Goals for Obstructive Sleep Apnea Treatment. Otolaryngol Head Neck Surg 2022; 167:791-798. [PMID: 35133912 PMCID: PMC9527355 DOI: 10.1177/01945998221075298] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Objectives To characterize the treatment goals and values of adult patients with
obstructive sleep apnea (OSA). Study Design Mixed methods design based on semistructured interviews followed by
cross-sectional surveys. Setting Academic medical center and integrated managed care consortium. Methods Phase 1 involved qualitative analysis of focus groups and interviews to
define treatment goal categories. Phase 2 included analysis of
cross-sectional surveys on most important treatment goals from patients with
OSA presenting to sleep surgery clinic. Positive airway pressure (PAP) use,
Epworth Sleepiness Scale score, and apnea-hypopnea index were obtained to
determine influences on goal choices. Results During focus groups and interviews, treatment goal themes identified included
improving sleep quality, reducing daytime sleepiness, snoring sound
reduction, and health risk reduction. In phase 2, 536 patients were
surveyed, and they reported the primary treatment goals of health risk
reduction (35%), sleep quality improvement (28%), daytime sleepiness
improvement (21%), and snoring sound reduction (16%). The primary treatment
goal was associated with age (P < .0001), excessive
daytime sleepiness (Epworth Sleepiness Scale score >10,
P < .0001), PAP use status (P <
.0001), and OSA severity (apnea-hypopnea index, P <
.0001). Severity of OSA was associated with increasing proportion of
patients choosing health risk reduction as the main treatment goal
(P < .05). Conclusions Adult OSA treatment goal choices vary with age, symptoms, PAP history, and
OSA severity. Understanding patient-specific goals is the essential first
step in the shared decision-making process when choosing surgical or
nonsurgical treatments. Ultimately, goal-focused discussions ensure
alignment of priorities and definitions of success between the patient and
the provider.
Collapse
Affiliation(s)
- Yi Cai
- Department of Otolaryngology-Head and Neck Surgery, School of Medicine, University of California-San Francisco, San Francisco, California, USA
| | - Priyanka Tripuraneni
- Department of Otolaryngology-Head and Neck Surgery, School of Medicine, University of California-San Francisco, San Francisco, California, USA
| | - Arushi Gulati
- Department of Otolaryngology-Head and Neck Surgery, School of Medicine, University of California-San Francisco, San Francisco, California, USA
| | - Erika M Stephens
- Department of Otolaryngology-Head and Neck Surgery, School of Medicine, University of California-San Francisco, San Francisco, California, USA
| | - Dang-Khoa Nguyen
- Department of Head and Neck Surgery, Kaiser Permanente, Oakland, California, USA
| | - Megan L Durr
- Department of Head and Neck Surgery, Kaiser Permanente, Oakland, California, USA
| | - Jolie L Chang
- Surgery Service, Department of Veterans Affairs Medical Center, San Francisco, California, USA
| |
Collapse
|
16
|
Gourishetti SC, Taylor R, Isaiah A. Stratifying the Risk of Cardiovascular Disease in Obstructive Sleep Apnea Using Machine Learning. Laryngoscope 2022; 132:234-241. [PMID: 34487556 PMCID: PMC8671206 DOI: 10.1002/lary.29852] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 08/18/2021] [Accepted: 08/21/2021] [Indexed: 01/03/2023]
Abstract
OBJECTIVES/HYPOTHESIS Obstructive sleep apnea (OSA) is associated with higher risk of morbidity and mortality related to cardiovascular disease (CVD). Due to overlapping clinical risk factors, identifying high-risk patients with OSA who are likely to develop CVD remains challenging. We aimed to identify baseline clinical factors associated with the future development of CVD in patients with OSA. STUDY DESIGN Retrospective analysis of prospectively collected data. METHODS We performed a retrospective analysis of 967 adults aged 45 to 84 years and enrolled in the Multi-Ethnic Study of Atherosclerosis. Six machine learning models were created using baseline clinical factors initially identified by stepwise variable selection. The performance of these models for the prediction of additional risk of CVD in OSA was calculated. Additionally, these models were evaluated for interpretability using locally interpretable model-agnostic explanations. RESULTS Of the 967 adults without baseline OSA or CVD, 116 were diagnosed with OSA and CVD and 851 with OSA alone 10 years after enrollment. The best performing models included random forest (sensitivity 84%, specificity 99%, balanced accuracy 91%) and bootstrap aggregation (sensitivity 84%, specificity 100%, balanced accuracy 92%). The strongest predictors of OSA and CVD versus OSA alone were fasting glucose >91 mg/dL, diastolic pressure >73 mm Hg, and age >59 years. CONCLUSION In the selected study population of adults without OSA or CVD at baseline, the strongest predictors of CVD in patients with OSA include fasting glucose, diastolic pressure, and age. These results may shape a strategy for cardiovascular risk stratification in patients with OSA and early intervention to mitigate CVD-related morbidity. LEVEL OF EVIDENCE 3 Laryngoscope, 132:234-241, 2022.
Collapse
Affiliation(s)
- Saikrishna C. Gourishetti
- Department of Otorhinolaryngology—Head and Neck Surgery, University of Maryland School of Medicine Baltimore, MD
| | - Rodney Taylor
- Department of Otorhinolaryngology—Head and Neck Surgery, University of Maryland School of Medicine Baltimore, MD
| | - Amal Isaiah
- Department of Otorhinolaryngology—Head and Neck Surgery, University of Maryland School of Medicine Baltimore, MD,Department of Pediatrics, University of Maryland School of Medicine Baltimore, MD,Corresponding author: Amal Isaiah, MD, PhD, Department of Otorhinolaryngology—Head and Neck Surgery, 16 S Eutaw St Ste 500, Baltimore, MD 21201, , Phone: 410-328-5837, Fax: 410-328-5827
| |
Collapse
|
17
|
Abdelwahab M, Marques S, Previdelli I, Capasso R. Perioperative Antibiotic Use in Sleep Surgery: Clinical Relevance. Otolaryngol Head Neck Surg 2021; 166:993-1002. [PMID: 34582286 DOI: 10.1177/01945998211048745] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
OBJECTIVE Upper airway surgery is a common therapeutic approach recommended for patients with obstructive sleep apnea (OSA) to decrease disease burden. We aimed to evaluate the effect of perioperative antibiotic prescription on complication rates. STUDY DESIGN Retrospective cohort (national database). SETTING Tertiary referral center. METHODS This is a retrospective study of a large national health care insurance database (Truven MarketScan) from 2007 to 2015. Subjects diagnosed with OSA who had uvulopalatopharyngoplasty (UPPP) were included and stratified in single versus multilevel surgery. Other variables included smoking, age, sex, antibiotic prescription, and comorbidities based on the Elixhauser index. Evaluated outcomes were postoperative bleeding, intubation, pneumonia, superficial surgical site infection, tracheostomy, and hospital readmission. A multivariate regression model was created to assess each complication. RESULTS A total of 5,798,528 subjects received a diagnosis of OSA, of which 39,916 were >18 years old and underwent UPPP, either alone or with additional procedures. The mean age was 43 years, and 73.4% were male. Antibiotic prescription was associated with less bleeding in UPPP alone, UPPP with nasal surgery, and UPPP with nasal and tongue surgery (P < .001, P < .001, and P = .006, respectively). It was also associated with a lower prevalence of surgical site infection, pneumonia, tracheostomy, intubation, and hospital readmission (P < .001). On a multivariate model, antibiotic prescription was significantly associated with a decreased rate of complications. CONCLUSIONS Although former studies recommended against the use of antibiotics after tonsillectomy, our results suggest that antibiotic prescription after UPPP for OSA was associated with less bleeding, surgical site infection, pneumonia, intubation, tracheostomy, and hospital readmission 30 days postoperatively.
Collapse
Affiliation(s)
- Mohamed Abdelwahab
- Division of Sleep Surgery, Department of Otolaryngology-Head and Neck Surgery, School of Medicine, Stanford University, Stanford, California, USA
| | - Sandro Marques
- Division of Sleep Surgery, Department of Otolaryngology-Head and Neck Surgery, School of Medicine, Stanford University, Stanford, California, USA
| | - Isolde Previdelli
- Department of Biostatistics, Universidade Estadual de Maringá, Maringá, Brazil
| | - Robson Capasso
- Division of Sleep Surgery, Department of Otolaryngology-Head and Neck Surgery, School of Medicine, Stanford University, Stanford, California, USA
| |
Collapse
|
18
|
Ibrahim B, Capasso R. Comparison Between Surgery and Continuous Positive Airway Pressure for Obstructive Sleep Apnea Treatment-Reply. JAMA Otolaryngol Head Neck Surg 2021; 147:833-834. [PMID: 34351409 DOI: 10.1001/jamaoto.2021.1831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
- Badr Ibrahim
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of Montreal School of Medicine, Montreal, Quebec, Canada
| | - Robson Capasso
- Division of Sleep Surgery, Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford Hospital and Clinics, Stanford, California
| |
Collapse
|
19
|
Yang QZC. Comparison Between Surgery and Continuous Positive Airway Pressure for Obstructive Sleep Apnea Treatment. JAMA Otolaryngol Head Neck Surg 2021; 147:833. [PMID: 34351382 DOI: 10.1001/jamaoto.2021.1828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
|