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Archontogeorgis K, Nena E, Steiropoulos P. Roles of vitamins and nutrition in obstructive sleep apnea. Expert Rev Respir Med 2025; 19:145-163. [PMID: 39891370 DOI: 10.1080/17476348.2025.2462192] [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: 04/17/2024] [Revised: 01/12/2025] [Accepted: 01/30/2025] [Indexed: 02/03/2025]
Abstract
INTRODUCTION Obstructive sleep apnea (OSA) is the most common sleep-related breathing disorder, with a prevalence that rises alongside with the increasing prevalence of obesity. OSA is characterized by a low-inflammatory state and is followed by cardiovascular and metabolic sequelae. Continuous positive airway pressure (CPAP) represents the cornerstone of treatment for severe OSA. However, poor compliance with CPAP treatment renders OSA treatment a challenging venture. Weight loss and exercise are recommended as adjunctive treatment options for OSA. Several diets have proven to facilitate weight loss, and to alleviate the inflammatory status in patients with OSA. Moreover, several vitamins exhibit antioxidant properties that beneficially affect OSA pathology and reduce the risk of cardiovascular complications. AREA COVERED This narrative review aims to summarize the current knowledge regarding the effect of nutrition and vitamin deficiencies on OSA. Included were publications, relevant to the topic, with different types of design (i.e. cross-sectional studies, cohort studies, clinical trials, systematic reviews, meta-analyses, etc.) and indexed in PubMed database until 31 March 2024. EXPERT OPINION In addition to weight loss, other food components, such as proteins, carbohydrates, anti-inflammatory agents, vitamins A, B, C, D, E, and sodium, may play a beneficial role in the incidence and severity of OSA.
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Affiliation(s)
- Kostas Archontogeorgis
- Department of Pneumonology, Medical School, Democritus University of Thrace, Alexandroupolis, Greece
| | - Evangelia Nena
- Laboratory of Social Medicine, Medical School, Democritus University of Thrace, Alexandroupolis, Greece
| | - Paschalis Steiropoulos
- Department of Pneumonology, Medical School, Democritus University of Thrace, Alexandroupolis, Greece
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Dayal S, Huynh N, DelRosso LM. Is consuming red meat associated with obstructive sleep apnea? A systematic review. Sleep Med Rev 2024; 78:101998. [PMID: 39236452 DOI: 10.1016/j.smrv.2024.101998] [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: 05/11/2024] [Revised: 07/04/2024] [Accepted: 08/26/2024] [Indexed: 09/07/2024]
Abstract
PURPOSE This review aims to explore the relationship between obstructive sleep apnea (OSA) and red meat consumption, exploring the potential impact of dietary choices on sleep-disordered breathing. Sleep apnea has been associated with various lifestyle factors, and equally, red meat has been associated with inflammation and obesity, both risks for OSA. METHODS We searched the literature using Embase and PubMed for relevant studies published from inception to March 2024, using the following search terms: ("red meat" OR "processed meat" OR "unprocessed meat") AND ("obstructive sleep apnea" OR "sleep apnea" OR "sleep-disordered breathing"). The review incorporates clinical studies, observational research, and investigations. Moreover, potential confounding factors and the need for further research to establish causation are critically evaluated. RESULTS Seven studies fit our inclusion criteria and directly addressed the effect of red meat on OSA, demonstrating a potential bidirectional relationship between red meat and individuals with OSA. Mechanisms of oxidative stress and obesity have been postulated. CONCLUSION This review aims to provide an understanding of the dietary aspects influencing sleep by shedding light on the potential contribution of red meat consumption to OSA. Insights derived from this exploration could inform lifestyle modifications and dietary interventions for individuals at risk of OSA.
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Affiliation(s)
- Sujay Dayal
- University of California San Francisco, Fresno, USA.
| | - Nam Huynh
- University of California San Francisco, Fresno, USA
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Sun Y, Yang J, Xia Y, Li S, Guo L, Wang B, Zuo H. Association of healthy lifestyle with self-reported sleep disordered breathing: A cross-sectional study. Sleep Med 2024; 119:352-356. [PMID: 38754345 DOI: 10.1016/j.sleep.2024.05.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 04/27/2024] [Accepted: 05/11/2024] [Indexed: 05/18/2024]
Abstract
Some healthy lifestyle components have been linked with sleep disordered breathing (SDB), yet little is known about the relationship between comprehensive lifestyle factors and SDB. This study aimed to examine the healthy lifestyle with SDB in community-dwelling adults. We conducted a cross-sectional analysis of the Suzhou Food Consumption and Health Survey in China between 2018 and 2020. The healthy lifestyle index (HLI) was created by combining smoking, alcohol drinking, diet, physical activity, and body mass index (BMI). Its association with SDB was assessed by multiple logistic regression analysis. Subgroup analysis and sensitivity analysis were conducted to assess the robustness of our results. The final analysis included 3788 participants (2859 without SDB and 929 with SDB). In multivariable-adjusted analyses, non-smoking (OR: 0.58, 95 % CI: 0.47-0.71), non-drinking (OR: 0.55, 95 % CI: 0.45-0.68), healthy diet (OR: 0.79, 95 % CI: 0.65-0.95), and healthy BMI (OR: 0.72, 95 % CI: 0.6-0.86) were associated with SDB. Compared with participants with HLI score of 0-1, participants with HLI score of 2, 3, 4, and 5 had OR of 0.68 (95 % CI: 0.51-0.91), 0.49 (95 % CI: 0.37-0.64), 0.29 (95 % CI: 0.21-0.38), and 0.22 (95 % CI: 0.15-0.33), respectively, after adjustment for confounding factors (P-trend<0.001). An inverse dose-response relationship between HLI and SDB was also observed. The association was similar in subgroups stratified by sex, marital status, diabetes and dyslipidemia. A higher score of HLI was associated with reduced odds of SDB in Chinese adults. Our findings suggest the potential of addressing five modifiable lifestyle factors for the prevention of SDB.
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Affiliation(s)
- Yanan Sun
- School of Public Health, Suzhou Medical College of Soochow University, Suzhou, China
| | - Jie Yang
- School of Public Health, Suzhou Medical College of Soochow University, Suzhou, China
| | - Yujia Xia
- School of Public Health, Suzhou Medical College of Soochow University, Suzhou, China
| | - Shengnan Li
- Department of Clinical Nutrition, Anhui Provincial Children's Hospital, Hefei, China
| | - Li Guo
- Department of Disease Prevention and Health Care, Soochow University Hospital, Soochow University, Suzhou, China.
| | - Bo Wang
- Department of Nutrition and Food Hygiene, Suzhou Center for Disease Control and Prevention, Suzhou, China.
| | - Hui Zuo
- School of Public Health, Suzhou Medical College of Soochow University, Suzhou, China; Jiangsu Key Laboratory of Preventive and Translational Medicine for Major Chronic Non-communicable Diseases, Suzhou Medical College of Soochow University, Suzhou, China; MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College of Soochow University, Suzhou, China.
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Salinas-Roca B, Sánchez E, Bermúdez-López M, Valdivielso JM, Farràs-Sallés C, Pamplona R, Torres G, Mauricio D, Castro E, Fernández E, Hernández M, Rius F, Lecube A. Association between adherence to the mediterranean diet, physical activity, and sleep apnea-hypopnea syndrome (SAHS) in a middle-aged population with cardiovascular risk: Insights from the ILERVAS cohort. Sleep Med 2024; 116:19-26. [PMID: 38408422 DOI: 10.1016/j.sleep.2024.02.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 01/31/2024] [Accepted: 02/19/2024] [Indexed: 02/28/2024]
Abstract
INTRODUCTION Sleep Apnea-Hypopnea Syndrome (SAHS) is a common sleep disorder influenced by factors like age, gender, and obesity. The Mediterranean Diet (MedDiet) and physical activity have shown health benefits in lung diseases, but their effects on SAHS remain underexplored. METHODS In a cross-sectional analysis of 678 middle-aged individuals with low-to-moderate cardiovascular risk from the ILERVAS cohort, we assessed adherence to the MedDiet and physical activity levels using validated tools. Sleep parameters, SAHS severity, and excessive daytime sleepiness were evaluated through non-attended cardiorespiratory polygraphy and the Epworth Sleepiness Scale. Multinomial logistic regression models were employed to assess the relationship between MedDiet adherence, physical activity, and SAHS severity. RESULTS The prevalence of severe, moderate, and mild SAHS was 15.5%, 23.2% and 36.1%, respectively. We found no significant associations between adherence to the MedDiet, physical activity levels, and the presence or severity of SAHS. However, we noted a significant interaction between MedDiet and physical activity with minimum SpO2 values (p = 0.049). Notably, consuming more than one serving of red meat per day was independently associated with a higher risk of moderate SAHS [OR = 2.65 (1.29-5.44), p = 0.008]. CONCLUSION Individually, MedDiet adherence and physical activity did not show independent correlations with SAHS. However, when considered together, a minimal but significant effect on minimum SpO2 was observed. Additionally, red meat consumption was associated with a moderate risk of SAHS. Further research is necessary to comprehend the intricate connections between lifestyle factors and sleep-breathing disorders, with a focus on personalized approaches for high-risk populations.
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Affiliation(s)
- Blanca Salinas-Roca
- Endocrinology and Nutrition Department, University Hospital Arnau de Vilanova. Obesity, Diabetes and Metabolism (ODIM) Research Group, IRBLleida. University of Lleida, Lleida, Spain; Facultat de Ciències de la Salut-Universitat Ramón Llull Blanquerna, Barcelona, Spain
| | - Enric Sánchez
- Endocrinology and Nutrition Department, University Hospital Arnau de Vilanova. Obesity, Diabetes and Metabolism (ODIM) Research Group, IRBLleida. University of Lleida, Lleida, Spain
| | - Marcelino Bermúdez-López
- Vascular and Renal Translational Research Group, IRBLleida. Red de Investigación Renal, Instituto de Salud Carlos III (RedinRen-ISCIII), Lleida, Spain; Department of Experimental Medicine, IRBLleida, University of Lleida, Lleida, Spain
| | - José Manuel Valdivielso
- Vascular and Renal Translational Research Group, IRBLleida. Red de Investigación Renal, Instituto de Salud Carlos III (RedinRen-ISCIII), Lleida, Spain
| | - Cristina Farràs-Sallés
- Centre d'Atenció Primària Cappont. Gerència Territorial de Lleida, Institut Català de la Salut. Research Support Unit Lleida, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gorina (IDIAPJGol), Barcelona, Spain
| | - Reinald Pamplona
- Department of Experimental Medicine, IRBLleida, University of Lleida, Lleida, Spain
| | - Gerard Torres
- Respiratory Medicine Department, University Hospital Arnau de Vilanova and Santa María. Group of Translational Research in Respiratory Medicine, IRBLleida. University of Lleida, Lleida, Spain; Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Dídac Mauricio
- Department of Endocrinology and Nutrition, Hospital de la Santa Creu i Sant Pau. Sant Pau Biomedical Research Institute (IIB Sant Pau). Barcelona, Spain; Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III (ISCIII). Madrid, Spain
| | - Eva Castro
- Vascular and Renal Translational Research Group, IRBLleida. Red de Investigación Renal, Instituto de Salud Carlos III (RedinRen-ISCIII), Lleida, Spain
| | - Elvira Fernández
- Vascular and Renal Translational Research Group, IRBLleida. Red de Investigación Renal, Instituto de Salud Carlos III (RedinRen-ISCIII), Lleida, Spain
| | - Marta Hernández
- Endocrinology and Nutrition Department, University Hospital Arnau de Vilanova. Obesity, Diabetes and Metabolism (ODIM) Research Group, IRBLleida. University of Lleida, Lleida, Spain
| | - Ferran Rius
- Endocrinology and Nutrition Department, University Hospital Arnau de Vilanova. Obesity, Diabetes and Metabolism (ODIM) Research Group, IRBLleida. University of Lleida, Lleida, Spain
| | - Albert Lecube
- Endocrinology and Nutrition Department, University Hospital Arnau de Vilanova. Obesity, Diabetes and Metabolism (ODIM) Research Group, IRBLleida. University of Lleida, Lleida, Spain.
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Şahin-Bodur G, Kemaneci S, Tunçer E, Keser A. Evaluation of the relationship between the Mediterranean diet adherence and sleep quality in adults. Sleep Breath 2024; 28:511-518. [PMID: 37603232 DOI: 10.1007/s11325-023-02890-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 07/20/2023] [Accepted: 07/24/2023] [Indexed: 08/22/2023]
Abstract
PURPOSE To investigate the association between Mediterranean diet adherence (MDA) and sleep quality in adults. METHODS This cross-sectional research was conducted among adults aged 19-64 years in Ankara, Türkiye. Data on demographics, education, lifestyle, and physical activity habits were collected. Mediterranean diet adherence was assessed with the Mediterranean Diet Adherence Screener (MEDAS). Healthy eating attitudes were evaluated with the Attitude Scale for Healthy Nutrition (ASHN). Sleep quality was measured with the Pittsburgh Sleep Quality Index (PSQI). Data were gathered using an online format. RESULTS Among 1031 participants enrolled (74% women), mean age was 28.6 ± 8.3 years. Median age increased with MDA (p = 0.001). As individuals' MDA increased, ASHN total and subgroup scores also increased significantly (p < 0.001). The total sleep duration of the participants with low MDA was significantly lower than the other groups (p = 0.003). Pittsburgh Sleep Quality Index score and MEDAS (β = - 0.222, p < 0.001), ASHN (β = - 0.043, p < 0.001) and ASHN subgroups (β = (- 0.086) - (- 0.031)) were found to have a weakly signficant negative relation. CONCLUSIONS The findings suggest that healthy eating attitudes and nutritional behavior in accordance with the Mediterranean diet are associated with sleep quality.
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Affiliation(s)
- Gülsüm Şahin-Bodur
- Department of Nutrition and Dietetics, Graduate School of Health Sciences, Ankara University, Ankara, Türkiye.
| | - Sümeyye Kemaneci
- Department of Nutrition and Dietetics, Faculty of Health Sciences, Burdur Mehmet Akif Ersoy University, Burdur, Türkiye
| | - Esra Tunçer
- Department of Nutrition and Dietetics, Graduate School of Health Sciences, Ankara University, Ankara, Türkiye
| | - Alev Keser
- Department of Nutrition and Dietetics, Faculty of Health Sciences, Ankara University, Ankara, Türkiye
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Kechribari I, Kontogianni MD, Georgoulis M, Lamprou K, Perraki E, Vagiakis E, Yiannakouris N. Associations between Vitamin D Status and Polysomnographic Parameters in Adults with Obstructive Sleep Apnea. Life (Basel) 2024; 14:275. [PMID: 38398784 PMCID: PMC10889962 DOI: 10.3390/life14020275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 02/12/2024] [Accepted: 02/16/2024] [Indexed: 02/25/2024] Open
Abstract
Vitamin D deficiency (VDD) may be associated with obstructive sleep apnea (OSA) presence and is more pronounced with increasing OSA severity; however, the relationship between these two entities remains unclear. This was a cross-sectional study among 262 adults with in-hospital-attended polysomnography-diagnosed OSA and no additional major comorbidities, aiming to explore possible associations between serum 25-hydroxyvitamin D [25(OH)D] levels and polysomnographic parameters. Data on demographics, medical history, anthropometric indices, and lifestyle habits were collected at enrolment. Serum 25(OH)D was evaluated using chemiluminescence, with VDD defined as 25(OH)D < 20 ng/mL. VDD was observed in 63% of the participants. Serum 25(OH)D correlated negatively with apnea-hypopnea index and other polysomnographic indices (all p < 0.05). In logistic regression analysis, adjusting for age, sex, smoking, body mass index, physical activity, dietary vitamin D intake, and season of blood sampling, serum 25(OH)D was associated with lower odds of severe OSA [odds ratio (95% confidence interval): 0.94 (0.90-0.98)]. In the same multivariate model, VDD was associated with ~threefold higher odds of severe OSA [2.75 (1.38-5.48)]. In stratified analyses, VDD predicted OSA severity in the group of participants ≥50 y [3.54 (1.29-9.68)] and among those with body mass index ≥ 30 kg/m2 [3.38 (1.52-7.52)], but not in the younger and non-obese adults. This study provides further evidence of an inverse association between vitamin D levels and OSA severity and underscores the importance of considering vitamin D status as a potential modifiable factor in the comprehensive management of OSA.
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Affiliation(s)
- Ioanna Kechribari
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University of Athens, 17676 Athens, Greece
| | - Meropi D. Kontogianni
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University of Athens, 17676 Athens, Greece
| | - Michael Georgoulis
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University of Athens, 17676 Athens, Greece
| | - Kallirroi Lamprou
- Center of Sleep Disorders, 1st Department of Critical Care, Evangelismos General Hospital, 10676 Athens, Greece
| | - Eleni Perraki
- Center of Sleep Disorders, 1st Department of Critical Care, Evangelismos General Hospital, 10676 Athens, Greece
| | - Emmanouil Vagiakis
- Center of Sleep Disorders, 1st Department of Critical Care, Evangelismos General Hospital, 10676 Athens, Greece
| | - Nikos Yiannakouris
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University of Athens, 17676 Athens, Greece
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Georgoulis M, Kontogianni MD, Kechribari I, Tenta R, Fragopoulou E, Lamprou K, Perraki E, Vagiakis E, Yiannakouris N. Associations between serum vitamin D status and the cardiometabolic profile of patients with obstructive sleep apnea. Hormones (Athens) 2023; 22:477-490. [PMID: 37322405 PMCID: PMC10449975 DOI: 10.1007/s42000-023-00456-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 05/26/2023] [Indexed: 06/17/2023]
Abstract
PURPOSE Obstructive sleep apnea (OSA) and the metabolic syndrome (MetS) frequently coexist. Low serum vitamin D has been positively associated with OSA presence and severity; however, data on its link to cardiometabolic features in patients with OSA remain scarce. We aimed to assess serum 25-hydroxyvitamin D [25(OH)D] and explore its association with cardiometabolic parameters in OSA. METHODS This was a cross-sectional study among 262 patients (49 ± 9 years old, 73% men) with polysomnography-diagnosed OSA. Participants were evaluated in terms of anthropometric indices, lifestyle habits, blood pressure, biochemical, plasma inflammatory and urinary oxidative stress markers, and the presence of MetS. Serum 25(OH)D was assessed by chemiluminescence, and vitamin D deficiency (VDD) was defined as 25(OH)D < 20 ng/mL. RESULTS Median (1st, 3rd quartile) serum 25(OH)D levels were 17.7 (13.4, 22.9) ng/mL and 63% of participants had VDD. Serum 25(OH)D correlated negatively with body mass index (BMI), homeostasis model of assessment of insulin resistance (HOMA-IR), total cholesterol, low-density lipoprotein cholesterol, triglycerides, high-sensitivity C-reactive protein (hsCRP), and urinary oxidized guanine species (oxG), and positively with high-density lipoprotein cholesterol (all P < 0.050). In logistic regression analysis, serum 25(OH)D was associated with lower odds of MetS [odds ratio (95% confidence interval): 0.94 (0.90-0.98)], after adjustment for age, sex, season of blood sampling, Mediterranean diet score, physical activity, smoking, apnea-hypopnea index, HOMA-IR, hsCRP, and oxG. In the same multivariate model, VDD was associated with ~ twofold greater odds of MetS [2.39 (1.15, 4.97)]. CONCLUSION VDD is highly prevalent and is associated with a detrimental cardiometabolic profile among patients with OSA.
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Affiliation(s)
- Michael Georgoulis
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University of Athens, 70 El. Venizelou Str, 17676, Athens, Greece
| | - Meropi D Kontogianni
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University of Athens, 70 El. Venizelou Str, 17676, Athens, Greece
| | - Ioanna Kechribari
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University of Athens, 70 El. Venizelou Str, 17676, Athens, Greece
| | - Roxane Tenta
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University of Athens, 70 El. Venizelou Str, 17676, Athens, Greece
| | - Elizabeth Fragopoulou
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University of Athens, 70 El. Venizelou Str, 17676, Athens, Greece
| | - Kallirroi Lamprou
- Center of Sleep Disorders, Evangelismos General Hospital, 1st Department of Critical Care and Pulmonary Services, Medical School, National and Kapodistrian University of Athens, 10676, Athens, Greece
| | - Eleni Perraki
- Center of Sleep Disorders, Evangelismos General Hospital, 1st Department of Critical Care and Pulmonary Services, Medical School, National and Kapodistrian University of Athens, 10676, Athens, Greece
| | - Emmanouil Vagiakis
- Center of Sleep Disorders, Evangelismos General Hospital, 1st Department of Critical Care and Pulmonary Services, Medical School, National and Kapodistrian University of Athens, 10676, Athens, Greece
| | - Nikos Yiannakouris
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University of Athens, 70 El. Venizelou Str, 17676, Athens, Greece.
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Kechribari I, Kontogianni MD, Fragopoulou E, Tenta R, Georgoulis M, Lamprou K, Vagiakis E, Yiannakouris N. Adherence to a "Western-type" dietary pattern is positively associated with the Apnea-Hypopnea Index in adults with obstructive sleep apnea. Nutr Res 2023; 117:56-65. [PMID: 37480783 DOI: 10.1016/j.nutres.2023.06.006] [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: 04/02/2023] [Revised: 06/24/2023] [Accepted: 06/24/2023] [Indexed: 07/24/2023]
Abstract
Dietary habits have been associated with obstructive sleep apnea (OSA); however, the underlying mechanisms remain unclear. We hypothesized that adherence to dietary patterns may be associated with Apnea-Hypopnea Index (AHI) and OSA severity and that insulin resistance, oxidative stress, and inflammation may act as potential mediators of these associations. This was a cross-sectional study among 269 adult participants with polysomnography-diagnosed moderate-to-severe OSA. Dietary and physical activity habits were assessed through validated questionnaires, and biochemical, inflammatory, and oxidative stress markers were measured for all volunteers. Dietary patterns were identified using principal component analysis, and mediation analyses was also performed. A "Western-type" dietary pattern (characterized by high intakes of full-fat dairy, refined grains, potatoes, red meat, sweets, salty snacks, and soft drinks and low intakes of low-fat dairy and whole grains) was positively associated with AHI. Mediation analyses also revealed that insulin resistance partially explained this association. In multivariable models controlling for age, sex, smoking, socioeconomic status, obesity presence, energy intake, and physical activity level, participants in the highest quartile of adherence to the Western-type dietary pattern had ∼3.5 times higher likelihood of suffering from severe OSA, compared with participants in the lowest quartile of adherence (odds ratio [95% confidence interval]: 3.45 [1.21-9.94], P trend across quartiles: 0.024). After further adjustment for Homeostasis Model of Assessment-Insulin Resistance and high-sensitivity C-reactive protein, this association lost significance. Higher adherence to a less healthy, Western-type dietary pattern is positively associated with AHI and OSA severity, which may partially be mediated through insulin resistance.
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Affiliation(s)
- Ioanna Kechribari
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University, Athens, Greece.
| | - Meropi D Kontogianni
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University, Athens, Greece
| | - Elizabeth Fragopoulou
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University, Athens, Greece
| | - Roxane Tenta
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University, Athens, Greece
| | - Michael Georgoulis
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University, Athens, Greece
| | - Kallirroi Lamprou
- Center of Sleep Disorders, 1st Department of Critical Care, "Evangelismos" General Hospital, Athens, Greece
| | - Emmanouil Vagiakis
- Center of Sleep Disorders, 1st Department of Critical Care, "Evangelismos" General Hospital, Athens, Greece
| | - Nikos Yiannakouris
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University, Athens, Greece
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Examining the relationship between obstructive sleep apnoea and eating behaviours and attitudes: A systematic review. Appetite 2023; 181:106390. [PMID: 36423746 DOI: 10.1016/j.appet.2022.106390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Revised: 11/16/2022] [Accepted: 11/19/2022] [Indexed: 11/23/2022]
Abstract
BACKGROUND Between 60 and 90% of adults with OSA are reported as overweight. The co-existence of obesity and OSA can greatly increase an individual's risk of type 2 diabetes, metabolic syndrome and cardiovascular disease. To better understand this relationship between OSA and weight, this review aimed to investigate if there is evidence of certain eating behaviours or eating attitudes that might be found in adults living with OSA. METHODS We searched four databases (MEDLINE, Embase, PsycInfo and Web of Science) on January 17th, 2022, to identify studies assessing the association between eating patterns and OSA in adults. Twenty-one studies met the inclusion criteria. A narrative synthesis was conducted on the included studies, following the vote-counting method. RESULTS There is preliminary evidence that the time of day when calories are consumed is associated with lower OSA severity. No other clear patterns of eating behaviours or attitudes were identified however this may be due to disparity within research studies and their reported results. CONCLUSION Further research is needed to examine the relationship between eating times and OSA severity. We recommend standardising the approach to examining the eating patterns of those living with OSA and the relationship that this might have on OSA symptoms as well as looking at attitudes towards food in this population. This may prove helpful in providing a better understanding of the relationship between OSA and persons with overweight and help in future intervention development.
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Liu Y, Tabung FK, Stampfer MJ, Redline S, Huang T. Overall diet quality and proinflammatory diet in relation to risk of obstructive sleep apnea in 3 prospective US cohorts. Am J Clin Nutr 2022; 116:1738-1747. [PMID: 36124650 PMCID: PMC9761761 DOI: 10.1093/ajcn/nqac257] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 09/09/2022] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Inflammation-related mechanisms may be important in the development of obstructive sleep apnea (OSA), and diet plays a crucial role in modulating inflammation. Current epidemiologic evidence for the associations between dietary patterns and OSA risk is limited to cross-sectional studies. OBJECTIVES We investigated prospectively the associations of overall diet quality and proinflammatory diet with OSA risk. METHODS We followed 145,801 participants in the Nurses' Health Study (NHS) (2002-2012), NHS II (1995-2013), and Health Professionals Follow-up Study (1996-2012). Alternative Healthy Eating Index 2010 (AHEI) and Empirical Dietary Inflammatory Pattern (EDIP) scores were calculated based on validated FFQs administered every 4 y. Cox models were used to estimate HRs and 95% CIs. RESULTS We documented 8856 incident OSA cases during follow-up. In pooled analyses adjusted for potential confounders, higher diet quality (higher AHEI scores) was associated with lower OSA risk (HR comparing the highest with the lowest quintile of AHEI: 0.76; 95% CI: 0.71, 0.82; P-trend < 0.001), and higher dietary inflammatory potential (higher EDIP scores) was associated with significantly increased risk (HR comparing the highest with the lowest quintile of EDIP: 1.94; 95% CI: 1.81, 2.08; P-trend < 0.001). Additional adjustment for metabolic factors attenuated both associations. The association with AHEI score was no longer statistically significant (comparable HR: 0.98; 95% CI: 0.91, 1.05; P-trend = 0.54), whereas the association with EDIP score remained statistically significant (comparable HR: 1.31; 95% CI: 1.22, 1.41; P-trend < 0.001). CONCLUSIONS A healthier diet, particularly one with anti-inflammatory potential, was associated with lower OSA risk.
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Affiliation(s)
- Yue Liu
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Fred K Tabung
- James Cancer Hospital and Solove Research Institute, The Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
- Division of Medical Oncology, Department of Internal Medicine, College of Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
- Division of Epidemiology, College of Public Health, The Ohio State University, Columbus, OH, USA
- Department of Nutrition, Harvard TH Chan School of Public Health, Boston, MA, USA
| | - Meir J Stampfer
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Department of Nutrition, Harvard TH Chan School of Public Health, Boston, MA, USA
- Department of Epidemiology, Harvard TH Chan School of Public Health, Boston, MA, USA
| | - Susan Redline
- Division of Sleep Medicine, Harvard Medical School, Boston, MA, USA
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Tianyi Huang
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Division of Sleep Medicine, Harvard Medical School, Boston, MA, USA
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11
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Aronsen S, Conway R, Lally P, Roberts A, Croker H, Beeken RJ, Fisher A. Determinants of sleep quality in 5835 individuals living with and beyond breast, prostate, and colorectal cancer: a cross-sectional survey. J Cancer Surviv 2022; 16:1489-1501. [PMID: 34750779 DOI: 10.1007/s11764-021-01127-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Accepted: 10/27/2021] [Indexed: 11/26/2022]
Abstract
PURPOSE The present study aimed to quantify the level of sleep problems in 5835 breast, prostate, and colorectal cancer survivors, and explore a number of potential determinants of poor sleep quality in the present sample. BMI, diet, and physical activity were of particular interest as potential determinants. METHODS Participants who completed the 'Health and Lifestyle after Cancer' survey were adults who had been diagnosed with breast, prostate, or colorectal cancer (mean time since cancer diagnosis was 35.5 months, SD=13.56). Sleep quality was assessed using the Pittsburgh Sleep Quality Index. BMI was calculated from self-reported height and weight. Participants were categorised as meeting/not meeting the World Cancer Research Fund (WCRF) recommendations for fibre, fruit and vegetables, added sugar, red meat, processed meat, fat, alcohol, and physical activity. Analyses accounted for demographic and clinical factors. RESULTS Fifty-seven percent of those with sleep data were classified as poor sleepers (response rate 79%). Being female, having a higher number of cancer treatments, more comorbid conditions, and being more anxious/depressed increased the odds of being a poor sleeper. After adjustment for these factors, there were no associations between diet/alcohol/physical activity and sleep. However, BMI was associated with sleep. Individuals in the overweight and obese categories had 22% and 79% higher odds of being poor sleepers than individuals in the underweight/healthy weight category, respectively. CONCLUSIONS The findings suggest that there may be a need to develop sleep quality interventions for cancer survivors with obesity. Even after adjustment for multiple clinical and demographic factors, BMI (particularly obesity) was associated with poor sleep. Thus, researchers and health professionals should find ways to support individuals with overweight and obesity to improve their sleep quality. IMPLICATIONS FOR CANCER SURVIVORS The present findings highlight that poor sleep is a common issue in cancer survivors. Interventions seeking to improve outcomes for cancer survivors over the longer term should consider sleep quality.
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Affiliation(s)
- Silje Aronsen
- Research Department of Behavioural Science and Health, University College London, Gower Street, London, WC1E 6BT, UK.
| | - Rana Conway
- Research Department of Behavioural Science and Health, University College London, Gower Street, London, WC1E 6BT, UK
| | - Phillippa Lally
- Research Department of Behavioural Science and Health, University College London, Gower Street, London, WC1E 6BT, UK
| | - Anna Roberts
- Research Department of Behavioural Science and Health, University College London, Gower Street, London, WC1E 6BT, UK
| | - Helen Croker
- Research Department of Behavioural Science and Health, University College London, Gower Street, London, WC1E 6BT, UK
| | - Rebecca J Beeken
- Research Department of Behavioural Science and Health, University College London, Gower Street, London, WC1E 6BT, UK
| | - Abigail Fisher
- Research Department of Behavioural Science and Health, University College London, Gower Street, London, WC1E 6BT, UK
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12
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Huang T. What should the recommendations be for lifestyle factors in obstructive sleep apnea? Expert Rev Respir Med 2022; 16:601-604. [DOI: 10.1080/17476348.2022.2099377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Affiliation(s)
- Tianyi Huang
- Channing Division of Network Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, United States
- Division of Sleep Medicine, Harvard Medical School, Boston, MA, United States
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13
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Shobatake R, Ota H, Takahashi N, Ueno S, Sugie K, Takasawa S. Anorexigenic Effects of Intermittent Hypoxia on the Gut-Brain Axis in Sleep Apnea Syndrome. Int J Mol Sci 2021; 23:364. [PMID: 35008784 PMCID: PMC8745445 DOI: 10.3390/ijms23010364] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 12/23/2021] [Accepted: 12/28/2021] [Indexed: 02/07/2023] Open
Abstract
Sleep apnea syndrome (SAS) is a breathing disorder characterized by recurrent episodes of upper-airway collapse, resulting in intermittent hypoxia (IH) during sleep. Experimental studies with animals and cellular models have indicated that IH leads to attenuation of glucose-induced insulin secretion from pancreatic β cells and to enhancement of insulin resistance in peripheral tissues and cells, such as the liver (hepatocytes), adipose tissue (adipocytes), and skeletal muscles (myocytes), both of which could lead to obesity. Although obesity is widely recognized as a major factor in SAS, it is controversial whether the development of SAS could contribute directly to obesity, and the effect of IH on the expression of appetite regulatory genes remains elusive. Appetite is regulated appropriately by both the hypothalamus and the gut as a gut-brain axis driven by differential neural and hormonal signals. In this review, we summarized the recent epidemiological findings on the relationship between SAS and feeding behavior and focused on the anorexigenic effects of IH on the gut-brain axis by the IH-induced up-regulation of proopiomelanocortin and cocaine- and amphetamine-regulated transcript in neuronal cells and the IH-induced up-regulation of peptide YY, glucagon-like peptide-1 and neurotensin in enteroendocrine cells and their molecular mechanisms.
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Affiliation(s)
- Ryogo Shobatake
- Department of Neurology, Nara Medical University, 840 Shijo-cho, Kashihara 634-8522, Japan; (S.U.); (K.S.)
- Department of Neurology, Nara City Hospital, 1-50-1 Higashikidera-cho, Nara 630-8305, Japan;
- Department of Biochemistry, Nara Medical University, 840 Shijo-cho, Kashihara 634-8521, Japan;
| | - Hiroyo Ota
- Department Respiratory Medicine, Nara Medical University, 840 Shijo-cho, Kashihara 634-8522, Japan;
| | - Nobuyuki Takahashi
- Department of Neurology, Nara City Hospital, 1-50-1 Higashikidera-cho, Nara 630-8305, Japan;
| | - Satoshi Ueno
- Department of Neurology, Nara Medical University, 840 Shijo-cho, Kashihara 634-8522, Japan; (S.U.); (K.S.)
| | - Kazuma Sugie
- Department of Neurology, Nara Medical University, 840 Shijo-cho, Kashihara 634-8522, Japan; (S.U.); (K.S.)
| | - Shin Takasawa
- Department of Biochemistry, Nara Medical University, 840 Shijo-cho, Kashihara 634-8521, Japan;
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14
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Kechribari I, Kontogianni MD, Georgoulis M, Lamprou K, Vagiakis E, Yiannakouris N. Higher refined cereal grain intake is positively associated with apnoea-hypopnoea index in patients with obstructive sleep apnoea. J Hum Nutr Diet 2021; 35:948-956. [PMID: 34231276 DOI: 10.1111/jhn.12933] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 06/25/2021] [Accepted: 06/29/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND Given that obesity is a well-known risk factor for obstructive sleep apnoea (OSA) development, dietary habits may be involved in its pathogenesis. However, little is known about the associations between dietary habits and OSA severity. The present study aimed to investigate possible associations between cereal grain intake and apnoea/hypopnoea indices in OSA patients. METHODS This was a cross-sectional study of 269 patients (21-70 years; 73.2% males) diagnosed with OSA via an attended in-hospital polysomnography. Information on demographics, medical history, anthropometric indices and lifestyle habits were collected at enrolment. Biochemical measurements were performed in all study participants using standard procedures. Cereal grain consumption was evaluated using a validated food frequency questionnaire. Severe OSA was defined as having an apnoea-hypopnoea index ≥30 events h-1 . RESULTS In adjusted analyses, higher intake of refined cereal grains was positively associated with apnoea-hypopnoea index (ptrend = 0.022), after adjusting for age, sex, socio-economic parameters, smoking habits, waist circumference, physical activity level, adequacy of night-time sleep, diet's quality as assessed by a relevant score, insulin resistance and C-reactive protein levels). Multiple logistic regression analysis also showed that energy-adjusted refined grain intake was associated with increased likelihood of severe OSA (odds ratio = 1.56, 95% confidence interval = 1.06-2.30). Νo association between apnoea/hypopnoea indices and non-refined grain intake was observed in this study. CONCLUSIONS The findings show that obstructive sleep apnoea (OSA) is associated with cereal grain intake and suggest that a higher intake of refined cereal grains may be a risk factor for OSA severity.
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Affiliation(s)
- Ioanna Kechribari
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University, Athens, Greece
| | - Meropi D Kontogianni
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University, Athens, Greece
| | - Michael Georgoulis
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University, Athens, Greece
| | - Kallirroi Lamprou
- Centre of Sleep Disorders, First Department of Critical Care, 'Evangelismos' General Hospital, Athens, Greece
| | - Emmanouil Vagiakis
- Centre of Sleep Disorders, First Department of Critical Care, 'Evangelismos' General Hospital, Athens, Greece
| | - Nikos Yiannakouris
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University, Athens, Greece
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15
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Kechribari I, Kontogianni MD, Georgoulis M, Lamprou K, Critselis E, Vagiakis E, Yiannakouris N. Association of adherence to the Mediterranean diet and physical activity habits with the presence of insomnia in patients with obstructive sleep apnea. Sleep Breath 2021; 26:89-97. [PMID: 33813674 DOI: 10.1007/s11325-021-02351-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Revised: 03/11/2021] [Accepted: 03/15/2021] [Indexed: 01/29/2023]
Abstract
PURPOSE Insomnia and obstructive sleep apnea (OSA) are among the most prevalent sleep disorders and frequently co-occur, defining the sleep apnea-insomnia syndrome. However, data exploring associations between insomnia and lifestyle habits in patients with OSA are lacking. Therefore, the aim of the present study was to investigate potential associations between insomnia presence and individual lifestyle parameters in patients with mild/moderate-to-severe OSA evaluated by attended polysomnography. METHODS These are secondary analyses, using data from a cross-sectional study among 269 Greek patients with OSA. Clinical, anthropometric, socioeconomic, and lifestyle data were collected for all participants. Insomnia presence was evaluated through the validated psychometric instrument "Athens Insomnia Scale" (AIS). Adherence to the Mediterranean diet was estimated with the MedDietScale index and physical activity habits were assessed through a validated questionnaire. Backward stepwise multiple logistic regression analysis was used to estimate the association between lifestyle habits (i.e., adherence to the Mediterranean diet and physical activity) and the likelihood of having insomnia, while adjusting for potential confounders. RESULTS Of 269 patients newly diagnosed with OSA (aged 21-70 years; 73% men), 146 (54%) were categorized as having insomnia. In multivariable models, higher adherence to the Mediterranean diet and engagement in physical activity for ≥ 30 min/day were both associated with a lower likelihood of having insomnia (odds ratio (95% confidence intervals): 0.40 (0.18-0.91) and 0.49 (0.28-0.86), respectively). CONCLUSIONS Results add to the limited data on the role of lifestyle in insomnia and should be further explored both in epidemiological and clinical studies.
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Affiliation(s)
- Ioanna Kechribari
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University, 70 El. Venizelou Street, 17671, Athens, Greece.
| | - Meropi D Kontogianni
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University, 70 El. Venizelou Street, 17671, Athens, Greece
| | - Michael Georgoulis
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University, 70 El. Venizelou Street, 17671, Athens, Greece
| | - Kallirroi Lamprou
- Center of Sleep Disorders, 1st Department of Critical Care, "Evangelismos" General Hospital, Athens, Greece
| | - Elena Critselis
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University, 70 El. Venizelou Street, 17671, Athens, Greece
| | - Emmanouil Vagiakis
- Center of Sleep Disorders, 1st Department of Critical Care, "Evangelismos" General Hospital, Athens, Greece
| | - Nikos Yiannakouris
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University, 70 El. Venizelou Street, 17671, Athens, Greece.
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16
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Du Y, Duan X, Zheng M, Zhao W, Huang J, Lao L, Weng F, Lin DE, Yang Z, Li H, Liu X, Deng H. Association Between Eating Habits and Risk of Obstructive Sleep Apnea: A Population-Based Study. Nat Sci Sleep 2021; 13:1783-1795. [PMID: 34675726 PMCID: PMC8517635 DOI: 10.2147/nss.s325494] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 09/09/2021] [Indexed: 12/21/2022] Open
Abstract
OBJECTIVE The effect of dietary factors on OSA remains unclear. This study was to investigate the association of obstructive sleep apnea (OSA) with individual and overall effects of eating habits among adult Chinese. METHODS A total of 9733 participants were selected from the baseline survey of the Guangzhou Heart Study. OSA was ascertained by Berlin Questionnaire. Food consumption was collected using a food frequency questionnaire, and eating patterns were extracted by principal component analysis. Odds ratios (ORs) with 95% confidence intervals (95% CIs) were calculated by the logistic regression model. RESULTS After adjustment for confounders, fried food intake with ≥1/week was associated with an increased risk of OSA (OR: 1.77, 95% CI: 1.37-2.27), while fruit consumption of ≥1/day was associated with a 26% reduced risk of OSA (OR: 0.74, 95% CI: 0.62-0.88). Three eating patterns were defined and labeled as pattern I, II, and III. Eating pattern III which had higher factor loadings of animal innards, fried food, salted food, carbonate, and non-carbonated beverages was associated with an increased risk of OSA (OR: 1.30, 95% CI: 1.09-1.55) when comparing the highest with the lowest tertile of pattern score, after adjusting for confounders; every 1-unit increment of pattern III score was associated with an increased risk of OSA (OR: 1.09, 95% CI: 1.04-1.14). Neither pattern I nor pattern II was observed to be associated with OSA risk. CONCLUSION A higher frequency intake of fruits was associated with a reduced OSA risk and a diet with higher levels of consumption of animal innards, fried food, salted food, carbonated beverages, and non-carbonated beverages may increase the risk of OSA.
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Affiliation(s)
- Yan Du
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Xueru Duan
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Murui Zheng
- Guangzhou Center for Disease Control and Prevention, Guangzhou, People's Republic of China
| | - Wenjing Zhao
- Department of Public Health, Faculty of Medicine, Hokkaido University, Sapporo, Japan
| | - Jun Huang
- Department of Geriatrics, Institute of Geriatrics, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Science, Guangzhou, People's Republic of China
| | - Lixian Lao
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Science, Guangzhou, People's Republic of China
| | - Fan Weng
- Guangzhou Yuexiu District Center for Disease Control and Prevention, Guangzhou, People's Republic of China
| | - Dan-Er Lin
- Guangzhou Baiyun District Center for Disease Control and Prevention, Guangzhou, People's Republic of China
| | - Zhenxiao Yang
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Haiyi Li
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Xudong Liu
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, People's Republic of China
| | - Hai Deng
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Science, Guangzhou, People's Republic of China
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