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Loh HH, Lim QH, Kang WH, Yee A, Yong MC, Sukor N. Obstructive sleep apnea and vitamin D: an updated systematic review and meta-analysis. Hormones (Athens) 2023; 22:563-580. [PMID: 37704922 DOI: 10.1007/s42000-023-00481-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 08/28/2023] [Indexed: 09/15/2023]
Abstract
PURPOSE : Obstructive sleep apnea (OSA) is a chronic, sleep-related breathing disorder which leads to increased cardiovascular risks. Vitamin D deficiency is associated with various cardiometabolic complications, including increased cardiovascular morbidity and mortality. We aimed to analyze the difference in serum 25-hydroxyvitamin D (25-OHD) level, prevalence of vitamin D insufficiency and deficiency, and the effect of CPAP treatment on serum 25-OHD levels among adult patients with OSA. METHODS We pooled data from 18 observational studies involving 5592 individuals. Baseline parameters that might have contributed to the significant differences observed were also analyzed. RESULTS Patients with OSA had significantly lower serum 25-OHD levels (pooled d + - 0.74 [95% CI: - 1.19 to - 0.28], p < 0.01) and higher prevalence of vitamin D deficiency (pooled log (odds ratio) 0.98 [95% CI: 0.30 to 1.67], p < 0.01) compared to those without OSA. Subgroup analysis demonstrated that these differences were significant only in moderate OSA and severe OSA. Neither age nor BMI nor geographical latitude contributed significantly to the differences observed in serum 25-OHD levels. The use of CPAP did not lead to significant changes in serum 25-OHD levels. CONCLUSION Patients with OSA have lower serum 25-OHD levels with a higher prevalence of vitamin D deficiency, regardless of age or BMI, pointing to an independent association between vitamin D and OSA.
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Affiliation(s)
- Huai Heng Loh
- Department of Medicine, Faculty of Medicine and Health Sciences, Universiti Malaysia Sarawak (UNIMAS), Jalan Datuk Mohammad Musa, 94300, Kota Samarahan, Sarawak, Malaysia.
- Department of Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia.
| | - Quan Hziung Lim
- Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Waye Hann Kang
- Department of Medicine, M. Kandiah Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Kajang, Malaysia
| | - Anne Yee
- Department of Psychological Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Mei Ching Yong
- Department of Medicine, Sarawak General Hospital, Kuching, Sarawak, Malaysia
| | - Norlela Sukor
- Department of Medicine, Faculty of Medicine, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
- Hospital Canselor Tuanku Muhriz, Kuala Lumpur, Malaysia
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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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Panteli AE, Theofilis P, Vordoni A, Vlachopanos G, Koukoulaki M, Kalaitzidis RG. A Narrative Review of Recent Studies on the Role of Vitamin D in the Prevention of Cardiac and Renal Risk and Additional Considerations for COVID-19 Vulnerability. Curr Vasc Pharmacol 2022; 20:168-177. [PMID: 34802405 DOI: 10.2174/1570161119666211119142746] [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: 08/16/2021] [Revised: 09/25/2021] [Accepted: 10/23/2021] [Indexed: 11/22/2022]
Abstract
The role of vitamin D in maintaining a healthy cardiovascular (CV) and the renal system has received increasing attention. Low vitamin D levels are associated with the incidence of hypertension, cardiac remodeling, and chronic congestive heart failure. Low vitamin D levels also influence renal disease progression and albuminuria deterioration. Moreover, recent research indicates that vitamin D deficiency can be a potential risk factor for coronavirus disease-19 (COVID-19) infection and poorer outcomes. Data are inconclusive as to whether supplementation with vitamin D agents reduces CV disease risk or COVID-19 severity. Conversely, in patients with kidney disease, vitamin D supplementation is associated with an improvement in kidney function and albuminuria. This narrative review considers recent data on the effects of vitamin D on the CV and renal system, as well as its possible role regarding COVID-19 complications.
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Affiliation(s)
- Aikaterini E Panteli
- Department of Internal Medicine, University Ηospital of Ioannina, Ioannina, Greece
| | - Panagiotis Theofilis
- Center for Nephrology "G. Papadakis", General Hospital of Nikaia - Piraeus "Agios Panteleimon", Piraeus, Nikaia 18454, Greece
| | - Aikaterini Vordoni
- Center for Nephrology "G. Papadakis", General Hospital of Nikaia - Piraeus "Agios Panteleimon", Piraeus, Nikaia 18454, Greece
| | - Georgios Vlachopanos
- Center for Nephrology "G. Papadakis", General Hospital of Nikaia - Piraeus "Agios Panteleimon", Piraeus, Nikaia 18454, Greece
| | - Maria Koukoulaki
- Center for Nephrology "G. Papadakis", General Hospital of Nikaia - Piraeus "Agios Panteleimon", Piraeus, Nikaia 18454, Greece
| | - Rigas G Kalaitzidis
- Center for Nephrology "G. Papadakis", General Hospital of Nikaia - Piraeus "Agios Panteleimon", Piraeus, Nikaia 18454, Greece
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Ma B, Li Y, Wang X, Du L, Wang S, Ma H, Zhou D, Usman T, Lu L, Qu S. Association Between Abdominal Adipose Tissue Distribution and Obstructive Sleep Apnea in Chinese Obese Patients. Front Endocrinol (Lausanne) 2022; 13:847324. [PMID: 35399929 PMCID: PMC8988152 DOI: 10.3389/fendo.2022.847324] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2022] [Accepted: 02/25/2022] [Indexed: 11/16/2022] Open
Abstract
PURPOSE Factors related to the occurrence of obstructive sleep apnea syndrome (OSAS) in obesity have not been fully clarified. The aim of this study was to identify the association between OSAS and abdominal fat distribution in a cohort of Chinese obese patients. METHODS This cross-sectional study collected demographic data of 122 obese patients who were admitted into the in-patient unit of the Department of Endocrinology, Shanghai Tenth People's Hospital from July 2018 to January 2021. OSAS was diagnosed based on the results of overnight polysomnography, and the abdominal fat distribution was measured by bioelectrical impedance analysis (BIA). Univariate and multivariate logistic regression analyses were used to investigate the association between OSAS and the distribution of abdominal fat. RESULTS (1) The mean age (SD) of the obese patients included was 32.44 (11.81) years old, and the overall incidence rate of OSAS was 51.06%. Twenty-four (25.53%) patients had mild OSAS, 10 (10.64%) had moderate OSAS, and 14 (14.89%) had severe OSAS. The apnea hypopnea index (AHI) of men was significantly higher than that of women (5.50, interquartile range (IQR) 3.80-30.6 vs. 4.2, IQR 1.4-12 events/h, p = 0.014). Meanwhile, men had a significantly higher visceral fat area when compared with women (180.29 ± 51.64 vs. 143.88 ± 53.42 cm2, p = 0.002). (2) Patients with OSAS had a significantly higher waist circumference, fasting plasma glucose, 2 h postprandial plasma glucose, glycated hemoglobin, and visceral fat area than patients without OSAS (all p < 0.05). (3) AHI was significantly positively associated with BMI, neck circumference, waist circumference, and visceral fat area (r = 0.306, p = 0.003; r = 0.380, p < 0.001; r = 0.328, p = 0.002; r = 0.420, p < 0.001) but not with subcutaneous fat area (p = 0.094). Multivariate analysis demonstrated that abdominal fat area and fasting plasma glucose were independent risk factors for OSAS (odds ratio, 1.016; 95% confidence interval, 1.005-1,026, p = 0.005; odds ratio, 1.618; 95% confidence interval, 1.149-2.278, p = 0.006). CONCLUSIONS In obese patients, the abdominal visceral adipose deposit but not the subcutaneous fat area was associated with OSAS and was an independent risk factor for OSAS. Therefore, improving the distribution of abdominal fat may contribute to alleviating the severity of OSAS in obesity.
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Affiliation(s)
- Bingwei Ma
- Department of Endocrinology and Metabolism, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China
- Department of Gastrointestinal Surgery, Shanghai Tenth People’s Hospital, Tongji University, Shanghai, China
| | - Yingying Li
- School of Pharmacy, East China University of Science and Technology, Shanghai, China
| | - Xingchun Wang
- Department of Endocrinology and Metabolism, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China
- Thyroid Research Center of Shanghai Tenth People's Hospital, Shanghai, China
- Division of Endocrinology and Diabetes, Department of Pediatrics, Children’s Hospital of Pittsburgh of University of Pittsburgh Medical Center (UPMC), University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Lei Du
- Department of Endocrinology and Metabolism, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Shilin Wang
- Department of Hepatobiliary Surgery, Shanghai Tenth People’s Hospital, Tongji University, Shanghai, China
| | - Huihui Ma
- Department of Endocrinology and Metabolism, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Donglei Zhou
- Department of Gastrointestinal Surgery, Shanghai Tenth People’s Hospital, Tongji University, Shanghai, China
| | - Taofeek Usman
- Division of Endocrinology and Diabetes, Department of Pediatrics, Children’s Hospital of Pittsburgh of University of Pittsburgh Medical Center (UPMC), University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Liesheng Lu
- Department of Endocrinology and Metabolism, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China
- *Correspondence: Liesheng Lu, ; Shen Qu,
| | - Shen Qu
- Department of Endocrinology and Metabolism, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China
- Thyroid Research Center of Shanghai Tenth People's Hospital, Shanghai, China
- *Correspondence: Liesheng Lu, ; Shen Qu,
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Michalek-Zrabkowska M, Macek P, Martynowicz H, Gac P, Mazur G, Grzeda M, Poreba R. Obstructive Sleep Apnea as a Risk Factor of Insulin Resistance in Nondiabetic Adults. Life (Basel) 2021; 11:life11010050. [PMID: 33451031 PMCID: PMC7828530 DOI: 10.3390/life11010050] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 01/05/2021] [Accepted: 01/11/2021] [Indexed: 01/01/2023] Open
Abstract
OBJECTIVE The aim of this research was to assess the relationship between prevalence and severity of obstructive sleep apnea (OSA) and insulin resistance among patients with increased risk of OSA without diabetes mellitus. METHOD AND MATERIALS our study group involved 102 individuals with suspected OSA, mean age 53.02 ± 12.37 years. Data on medical history, medication usage, sleep habits, sleep quality and daytime sleepiness, were obtained using questionnaires. All patients underwent standardized full night polysomnography. Serum fasting insulin and glucose concentration were analyzed, the homeostatic model assessment-insulin resistance (HOMA-IR) index was calculated. RESULTS polysomnographic study indicated that in the group with OSA mean values of apnea-hypopnea index (AHI), oxygen desaturation index (ODI), duration of SpO2 < 90% and average desaturation drop were significantly higher compared to the group without OSA, while the minimum SpO2 was significantly lower. The carbohydrate metabolism parameters did not differ within those groups. Significantly higher fasting insulin concentration and HOMA-IR index were found in the group with AHI ≥ 15 compared to the group with AHI < 15 and in the group with AHI ≥ 30 compared to the group with AHI < 30. Higher AHI and ODI were independent risk factors for higher fasting insulin concentration and higher HOMA-IR index. Increased duration of SpO2 < 90% was an independent risk factor for higher fasting glucose concentration. CONCLUSIONS Individuals with moderate to severe OSA without diabetes mellitus had a higher prevalence of insulin resistance.
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Affiliation(s)
- Monika Michalek-Zrabkowska
- Department of Internal Medicine, Occupational Diseases, Hypertension and Clinical Oncology, Wroclaw Medical University, 213 Borowska St., 50-556 Wroclaw, Poland; (M.M.-Z.); (P.M.); (H.M.); (G.M.); (R.P.)
| | - Piotr Macek
- Department of Internal Medicine, Occupational Diseases, Hypertension and Clinical Oncology, Wroclaw Medical University, 213 Borowska St., 50-556 Wroclaw, Poland; (M.M.-Z.); (P.M.); (H.M.); (G.M.); (R.P.)
| | - Helena Martynowicz
- Department of Internal Medicine, Occupational Diseases, Hypertension and Clinical Oncology, Wroclaw Medical University, 213 Borowska St., 50-556 Wroclaw, Poland; (M.M.-Z.); (P.M.); (H.M.); (G.M.); (R.P.)
| | - Pawel Gac
- Department of Hygiene, Wroclaw Medical University, 7 Mikulicza-Radeckiego St., 50-345 Wroclaw, Poland;
| | - Grzegorz Mazur
- Department of Internal Medicine, Occupational Diseases, Hypertension and Clinical Oncology, Wroclaw Medical University, 213 Borowska St., 50-556 Wroclaw, Poland; (M.M.-Z.); (P.M.); (H.M.); (G.M.); (R.P.)
| | - Magda Grzeda
- Department of Internal Medicine, Occupational Diseases, Hypertension and Clinical Oncology, Wroclaw Medical University, 213 Borowska St., 50-556 Wroclaw, Poland; (M.M.-Z.); (P.M.); (H.M.); (G.M.); (R.P.)
- Correspondence: ; Tel.: +48-530-173-222
| | - Rafal Poreba
- Department of Internal Medicine, Occupational Diseases, Hypertension and Clinical Oncology, Wroclaw Medical University, 213 Borowska St., 50-556 Wroclaw, Poland; (M.M.-Z.); (P.M.); (H.M.); (G.M.); (R.P.)
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Li X, He J, Yun J. The association between serum vitamin D and obstructive sleep apnea: an updated meta-analysis. Respir Res 2020; 21:294. [PMID: 33167989 PMCID: PMC7653837 DOI: 10.1186/s12931-020-01554-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Accepted: 10/21/2020] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND The objective was to determine whether OSA patients have a low serum vitamin D level by systematic review and meta-analysis. METHODS This study searched the following electronic bibliographic databases: Embase, Medline, Web of Science, PubMed, VIP, Wanfang, CNKI and SinoMed. All data were searched between January 2000 and August 2020. The quality of the included studies was estimated by two researchers according to the Newcastle-Ottawa Scale and Agency for Healthcare Research and Quality. All qualified studies and statistical analyses were conducted using RevMan 5.2. RESULTS Twenty-nine eligible studies compromising 6717 participants met the inclusion criteria of the meta-analysis. The results revealed that the serum 25(OH)D level was significantly lower in OSA patients than the controls. According to the severity of the disease, subgroup analysis was performed; the results demonstrated that the serum 25(OH)D level was not decreased in mild OSA patients compared with the controls, while the serum 25(OH)D level in moderate and severe OSA patients was lower than that in the controls. Furthermore, based on ethnicity, BMI, PSG type, study quality and latitude, the subjects were divided into different subgroups for meta-analysis. The results revealed that the serum 25(OH)D level in all OSA subgroups was decreased compared with that in the control group. CONCLUSIONS The present meta-analysis shows that the serum vitamin D level was different between OSA patients and healthy people. OSA patients could have a low serum vitamin D level.
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Affiliation(s)
- Xiaoyan Li
- Department of Endocrinology, Clinical Medical College and The First Affiliated Hospital of Chengdu Medical College, Chengdu, 610500, Sichuan, China
| | - Jie He
- Department of Respiratory and Critical Care Medicine, Clinical Medical College and The First Affiliated Hospital of Chengdu Medical College, 278 Baoguang Street, Chengdu, 610500, Sichuan, China.
| | - Jie Yun
- Nursing Department of Affiliated Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, 610072, Sichuan, China
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Ma D, Zheng X, Dong L, Zheng C, Chen Y, Chen Z, Lin M, Li X, Li Z, Liu C. The Relationship of Serum 25-Hydroxyvitamin-D Level with Severity of Obstructive Sleep Apnea in Patients with Type 2 Diabetes Mellitus. Diabetes Metab Syndr Obes 2020; 13:1391-1398. [PMID: 32440175 PMCID: PMC7211054 DOI: 10.2147/dmso.s250694] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 04/08/2020] [Indexed: 12/17/2022] Open
Abstract
OBJECTIVE To explore the association of serum vitamin-D levels with the severity of obstructive sleep apnea (OSA) in patients with type 2 diabetes mellitus (T2DM). METHODS A cross-sectional study of 136 patients with T2DM who underwent overnight polysomnography (PSG) tests and serum 25-hydroxyvitamin-D3 (25(OH)D3) level detections was conducted. Multivariable linear regression and logistic regression analyses were performed to determine the associations of serum 25(OH)D3 levels with apnea-hypopnea index (AHI) and obstructive sleep apnea (OSA). RESULTS The prevalence rates of OSA were 84.4% for male and 65.2% for female patients, respectively (p = 0.011). With increasing severities of OSA categories (none, mild, moderate and severe), patients were more likely to be male and obese, but there was no significant difference in serum 25(OH)D3 level ((mean ± standard deviation) 21.8 ± 8.8, 27.7 ± 14.6, 24.2 ± 9.8 and 26.8 ± 6.2 ng/mL, respectively, p=0.086). Serum 25(OH)D3 level was not significantly correlated with AHI (log-transformed), with the correlation coefficient of 0.133 (p=0.124). With adjustment for potential confounding factors, multivariable linear regression and logistic regression analyses showed that serum 25(OH)D3 level was not significantly associated with either AHI (log-transformed) or the risk of OSA, with the standardized regression coefficient (95% confidence interval (CI)) of 0.098 (-0.004-0.014, p=0.252) and the adjusted odds ratio (95% CI) of 1.055 (0.991-1.124, p=0.095), respectively. CONCLUSION Serum 25(OH)D3 level was not significantly associated with either AHI or the risk of OSA in patients with T2DM.
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Affiliation(s)
- Danyan Ma
- School of Medicine, Xiamen University, Xiamen City, Fujian Province, People’s Republic of China
| | - Xuanling Zheng
- Department of Endocrinology and Diabetes, Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Fujian Province Key Laboratory of Diabetes Translational Medicine, The First Affiliated Hospital of Xiamen University, Xiamen City, Fujian Province, People’s Republic of China
| | - Lianqin Dong
- The School of Clinical Medicine, Fujian Medical University, Fuzhou, Fujian Province, People’s Republic of China
| | - Caiyu Zheng
- Fujian Medical University Xiamen Humanity Hospital, Xiamen City, Fujian Province, People’s Republic of China
| | - Yun Chen
- The School of Clinical Medicine, Fujian Medical University, Fuzhou, Fujian Province, People’s Republic of China
| | - Zheng Chen
- Department of Endocrinology and Diabetes, Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Fujian Province Key Laboratory of Diabetes Translational Medicine, The First Affiliated Hospital of Xiamen University, Xiamen City, Fujian Province, People’s Republic of China
| | - MingZhu Lin
- Department of Endocrinology and Diabetes, Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Fujian Province Key Laboratory of Diabetes Translational Medicine, The First Affiliated Hospital of Xiamen University, Xiamen City, Fujian Province, People’s Republic of China
| | - Xuejun Li
- Department of Endocrinology and Diabetes, Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Fujian Province Key Laboratory of Diabetes Translational Medicine, Xiamen Diabetes Institute, The First Affiliated Hospital of Xiamen University, Xiamen City, Fujian Province, People’s Republic of China
| | - Zhibin Li
- Epidemiology Research Unit, The First Affiliated Hospital of Xiamen University, Xiamen City, Fujian Province, People’s Republic of China
- Zhibin Li Epidemiology Research Unit, The First Affiliated Hospital of Xiamen University, Xiamen City, Fujian Province, People’s Republic of ChinaTel +86-592-2137364Fax +86-592-2137557 Email
| | - Changqin Liu
- The School of Clinical Medicine, Fujian Medical University, Fuzhou, Fujian Province, People’s Republic of China
- Department of Endocrinology and Diabetes, Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Fujian Province Key Laboratory of Diabetes Translational Medicine, The First Affiliated Hospital of Xiamen University, Xiamen City, Fujian Province, People’s Republic of China
- Correspondence: Changqin Liu Department of Endocrinology and Diabetes, Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Fujian Province Key Laboratory of Diabetes Translational Medicine, The First Affiliated Hospital of Xiamen University, Xiamen City, Fujian Province, People’s Republic of ChinaTel +86-592-2137610Fax +86-592-2137557 Email
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