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Weng L, Luo X, Luo Y, Zhang Q, Yao K, Tan J, Yin Y. Association Between Sleep Apnea Syndrome and Osteoarthritis: Insights from Bidirectional Mendelian Randomization and Bioinformatics Analysis. Nat Sci Sleep 2024; 16:473-487. [PMID: 38737460 PMCID: PMC11088414 DOI: 10.2147/nss.s461010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 04/26/2024] [Indexed: 05/14/2024] Open
Abstract
Background Sleep apnea syndrome(SAS) and osteoarthritis (OA) are two prevalent diseases that often coexist, but the causal relationship between them remains unclear. In light of this, our team utilizes Mendelian Randomization and bioinformatics analysis methods to investigate the potential association between the two diseases. Methods In this study, we utilized GWAS data pertaining to SAS and OA to assess the causal relationship between the two diseases through Mendelian randomization (MR) analysis. We then employed transcriptomic data to perform differential gene identification, WGCNA, shared gene determination, functional enrichment analysis, and colocalization analysis, all designed to further elucidate the mechanisms underlying the association between the two diseases. In the end, we utilized Mendelian randomization (MR) analysis again to delve deeper into the relationship between the two diseases and immune cells. Results Our research findings indicate that SAS is a risk factor for OA (p = 0.000004), knee OA (p = 0.0000001) and hip OA(p = 0.001). Furthermore, OA (p = 0.000195), knee OA (p = 0.001) are significant risk factors for SAS. However, there is no clear evidence that hip OA (p = 0.892) is a risk factor for SAS. Interestingly, the genes shared between OA and SAS are significantly enriched in leukocyte migration, leukocyte chemotaxis. Moreover, colocalization analysis suggests that the genes JUNB, COL8A1, FOSB, and IER2 may be key genes associated with both diseases. Furthermore, 57 immune cell phenotypes are associated with SAS, 95 with OA, and 6 shared between both diseases. Conclusion This research confirmed the bidirectional causal relationship between SAS and OA. Notably, the 4 genes (JUNB, COL8A1, FOSB, IER2) and 6 immune phenotypes are crucial for both diseases, these provide hopeful targets for future interventions against these two diseases.
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Affiliation(s)
- Lian Weng
- Department of orthopedics, the Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan Province, 646000, People’s Republic of China
- Sichuan Provincial Laboratory of Orthopedic Engineering, Luzhou, Sichuan Province, 646000, People’s Republic of China
- Department of Clinical Medicine, Southwest Medical University, Luzhou, 646000, People’s Republic of China
| | - Xiongjunjie Luo
- Department of orthopedics, the Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan Province, 646000, People’s Republic of China
- Sichuan Provincial Laboratory of Orthopedic Engineering, Luzhou, Sichuan Province, 646000, People’s Republic of China
- Department of Clinical Medicine, Southwest Medical University, Luzhou, 646000, People’s Republic of China
| | - Yuxi Luo
- Department of orthopedics, the Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan Province, 646000, People’s Republic of China
- Sichuan Provincial Laboratory of Orthopedic Engineering, Luzhou, Sichuan Province, 646000, People’s Republic of China
- Department of Clinical Medicine, Southwest Medical University, Luzhou, 646000, People’s Republic of China
| | - Qian Zhang
- Department of orthopedics, the Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan Province, 646000, People’s Republic of China
- Sichuan Provincial Laboratory of Orthopedic Engineering, Luzhou, Sichuan Province, 646000, People’s Republic of China
- Department of Clinical Medicine, Southwest Medical University, Luzhou, 646000, People’s Republic of China
| | - Kaitao Yao
- Department of orthopedics, the Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan Province, 646000, People’s Republic of China
- Sichuan Provincial Laboratory of Orthopedic Engineering, Luzhou, Sichuan Province, 646000, People’s Republic of China
- Department of Clinical Medicine, Southwest Medical University, Luzhou, 646000, People’s Republic of China
| | - Junjie Tan
- Department of orthopedics, the Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan Province, 646000, People’s Republic of China
- Sichuan Provincial Laboratory of Orthopedic Engineering, Luzhou, Sichuan Province, 646000, People’s Republic of China
- Department of Clinical Medicine, Southwest Medical University, Luzhou, 646000, People’s Republic of China
| | - Yiran Yin
- Department of orthopedics, the Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan Province, 646000, People’s Republic of China
- Sichuan Provincial Laboratory of Orthopedic Engineering, Luzhou, Sichuan Province, 646000, People’s Republic of China
- Department of Clinical Medicine, Southwest Medical University, Luzhou, 646000, People’s Republic of China
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Elshoeibi AM, Akomolafe A, Al-Khulaifi A, Metwally O, Al-Khayarin R, Al Abiad AR, Al-Naemi L, Chivese T, Farooqui H. The Association Between Short Sleep Duration and Metabolic Syndrome: A Case-Control Study. Diabetes Metab Syndr Obes 2023; 16:4157-4167. [PMID: 38146450 PMCID: PMC10749399 DOI: 10.2147/dmso.s438054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 11/28/2023] [Indexed: 12/27/2023] Open
Abstract
Purpose Short sleep duration and quality are increasingly common in the Middle East and North Africa (MENA) region and has been linked to metabolic syndrome, which increases the risk of cardiovascular disease and diabetes. This study aimed to examine the link between short sleep duration and metabolic syndrome. Patients and Methods We conducted a case-control study using data from Qatar Biobank, with 1000 participants categorized into two groups: less than 7 hours of sleep (n=500) and 7 or more hours of sleep (n=500). Metabolic syndrome was defined using WHO criteria, and logistic regression analysis adjusted for age and gender. Results There was a higher proportion of individuals with MetS in the short sleep duration group compared to the normal sleep duration group (22.8% vs 15.8%, respectively). The multivariable regression showed that short sleep duration was associated with metabolic syndrome (OR 1.91, 95% CI: 1.14-3.20, P=0.014) and having 1-2 components of metabolic syndrome (OR 1.91, 95% CI: 1.14-3.20, P=0.014), particularly in males (OR: 2.30, 95% CI: 1.07-4.94, P=0.032). Being overweight (OR 2.17, 95% CI: 1.30-3.63, P=0.003) was also associated with a shorter sleep duration. BMI was identified as the main contributor to the association between short sleep duration and metabolic syndrome, while diabetes played a minor role. Conclusion Short sleep duration was associated with metabolic syndrome in Qatar, particularly in males.
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Affiliation(s)
| | - Aishat Akomolafe
- College of Medicine, QU Health, Qatar University, Doha, 2713, Qatar
| | | | - Omar Metwally
- College of Medicine, QU Health, Qatar University, Doha, 2713, Qatar
| | | | | | - Latifa Al-Naemi
- College of Medicine, QU Health, Qatar University, Doha, 2713, Qatar
| | - Tawanda Chivese
- Department of Population Medicine, College of Medicine, QU Health, Qatar University, Doha, 2713, Qatar
| | - Habib Farooqui
- Department of Population Medicine, College of Medicine, QU Health, Qatar University, Doha, 2713, Qatar
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Chattu VK, Chattu SK, Burman D, Spence DW, Pandi-Perumal SR. The Interlinked Rising Epidemic of Insufficient Sleep and Diabetes Mellitus. Healthcare (Basel) 2019; 7:E37. [PMID: 30841553 PMCID: PMC6473416 DOI: 10.3390/healthcare7010037] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2019] [Revised: 02/26/2019] [Accepted: 02/28/2019] [Indexed: 12/15/2022] Open
Abstract
For healthy existence, humans need to spend one-third of their time sleeping. Any qualitative or quantitative disturbances in sleep would result in an increased prevalence of obesity, metabolic disorders, diabetes, cardiovascular diseases, and hypertension. The paper aims to highlight the growing global problem of insufficient sleep and its significant impact on the rising incidence of diabetes mellitus. An extensive literature search was done in all major databases for "insufficient sleep" and "Diabetes Mellitus" for this review. Shorter (<6 h) and longer (>9 h) durations of sleep have been adversely related to insulin resistance. Though the relation between insufficient sleep and diabetes mellitus is more or less understood, little is known about how oversleeping or hypersomnia (10⁻12 h) increases the risk of diabetes. The relationship between sleep disturbances and diabetes is dual-sided, as chronic sleep disturbances would elevate the risk of developing insulin resistance, while diabetes would worsen the quality of sleep. Both the qualitative and quantitative disturbances in sleep significantly increase the risk of developing diabetes, which is supported by numerous community-based and hospital-based epidemiological studies discussed in this review. Obstructive sleep apnea is one of the most common sleep disorders and is characterized by chronic intermittent hypoxia and increased sympathetic activity, thus leading to a higher prevalence of diabetes. Sleep therapy may serve as a low-cost method for fighting against the rising epidemic of diabetes.
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Affiliation(s)
- Vijay Kumar Chattu
- Faculty of Medical Sciences, The University of the West Indies, St. Augustine, Trinidad and Tobago.
- Global Institute of Public Health, Thiruvananthapuram, Kerala 695024, India.
| | - Soosanna Kumary Chattu
- Faculty of Medical Sciences, The University of the West Indies, St. Augustine, Trinidad and Tobago.
| | - Deepa Burman
- School of Medicine, University of Pittsburgh, 4200 Fifth Ave, Pittsburgh, PA 15260, USA.
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