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Liu Y, Liu Y, Huang Y, Le S, Jiang H, Ruan B, Ao X, Shi X, Fu X, Wang S. The effect of overweight or obesity on osteoporosis: A systematic review and meta-analysis. Clin Nutr 2023; 42:2457-2467. [PMID: 37925778 DOI: 10.1016/j.clnu.2023.10.013] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 08/17/2023] [Accepted: 10/13/2023] [Indexed: 11/07/2023]
Abstract
BACKGROUND Osteoporosis and obesity are closely related, and the relationships between different types of obesity and osteoporosis are inconsistent. OBJECTIVE Our objective was to summarize earlier data concerning the association between osteoporosis and obesity (general and central), and to compare the impacts of these two obesity indicators on osteoporosis. METHODS From inception to May 2021, a comprehensive search in electronic bibliographic databases was conducted, and the search was updated in December 2021, July 2022 and June 2023. The data were independently extracted and evaluated by two investigators from epidemiological studies that reported the impact of obesity on the odds of incident osteoporosis. RESULTS There were 24 studies included in the final analysis when it came to general obesity measured by body mass index (BMI). Individuals with overweight and obesity had decreased odds of osteoporosis (odds ratio (OR), 0.451, 95% confidence intervals (CIs): 0.366-0.557). Sensitivity analyses showed that both overweight and obesity were decreased odds of osteoporosis, with reductions of 48.6% and 70.1%, respectively (OR, 0.514, 95% CI: 0.407-0.649; OR, 0.299, 95% CI: 0.207-0.433). Conversely, individuals classified as underweight were found to have higher odds of osteoporosis (OR, 2.540, 95% CI: 1.483-4.350). In term of central obesity, the final analysis consisted of 7 studies. No significant association was observed between central obesity and osteoporosis (OR, 0.913, 95% CI: 0.761-1.096). CONCLUSIONS General overweight and obesity were associated with lower odds of developing osteoporosis, whereas underweight was associated with higher odds. However, central obesity did not show a significant association with osteoporosis. These findings underscore the importance of considering the impact of obesity on osteoporosis. Further research is necessary to reinforce the evidence and validate our findings.
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Affiliation(s)
- Yupeng Liu
- Department of Epidemiology and Biostatistics, School of Public Health and Management of Wenzhou Medical University, Wenzhou, China
| | - Yi Liu
- Department of Nutrition and Food Hygiene, School of Public Health and Management of Wenzhou Medical University, Wenzhou, China
| | - Yufeng Huang
- Department of Nutrition and Food Hygiene, School of Public Health and Management of Wenzhou Medical University, Wenzhou, China
| | - Siyu Le
- Department of Nutrition and Food Hygiene, School of Public Health and Management of Wenzhou Medical University, Wenzhou, China
| | - Huinan Jiang
- Department of Nutrition and Food Hygiene, School of Public Health and Management of Wenzhou Medical University, Wenzhou, China
| | - Binye Ruan
- Department of Nutrition and Food Hygiene, School of Public Health and Management of Wenzhou Medical University, Wenzhou, China
| | - Xuemei Ao
- Department of Nutrition and Food Hygiene, School of Public Health and Management of Wenzhou Medical University, Wenzhou, China
| | - Xudong Shi
- Department of Nutrition and Food Hygiene, School of Public Health and Management of Wenzhou Medical University, Wenzhou, China
| | - Xiaoyi Fu
- Department of Nutrition and Food Hygiene, School of Public Health and Management of Wenzhou Medical University, Wenzhou, China.
| | - Shuran Wang
- Department of Nutrition and Food Hygiene, School of Public Health and Management of Wenzhou Medical University, Wenzhou, China.
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Moafian F, Sharifan P, Assaran Darban R, Khorasanchi Z, Amiri Z, Roohi S, Mohseni Nik F, Mohammadi Bajgiran M, Saffar Soflaei S, Darroudi S, Ghazizadeh H, Tayefi M, Rafiee M, Ebrahimi Dabagh A, Shojasiahi M, Yaghoobinezhad M, Talkhi N, Esmaily H, Ferns GA, Dabbagh VR, Sadeghi R, Ghayour-Mobarhan M. Factors Associated With Trabecular Bone Score and Bone Mineral Density; A Machine Learning Approach. J Clin Densitom 2022; 25:518-527. [PMID: 35999152 DOI: 10.1016/j.jocd.2022.06.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 06/05/2022] [Accepted: 06/24/2022] [Indexed: 10/16/2022]
Abstract
INTRODUCTION Bone indexes including trabecular bone score (TBS) and bone mineral density (BMD) have been shown to be associated with wide spectrum of variables including physical activity, vitamin D, liver enzymes, biochemical measurements, mental and sleep disorders, and quality of life. Here we aimed to determine the most important factors related to TBS and BMD in SUVINA dataset. METHODS Data were extracted from the Survey of Ultraviolet Intake by Nutritional Approach (SUVINA study) including all 306 subjects entered this survey. All the available parameters in the SUVINA database were included the analysis. XGBoost modeler software was used to define the most important features associated with bone indexes including TBS and BMD in various sites. RESULTS Applying XGBoost modeling for 4 bone indexes indicated that this algorithm could identify the most important variables in relation to bone indexes with an accuracy of 92%, 93%, 90% and 90% respectively for TBS T-score, lumbar Z-score, neck of femur Z-score and Radius Z-score. Serum vitamin D, pro-oxidant-oxidant balance (PAB) and physical activity level (PAL) were the most important factors related to bone indices in different sites of the body. CONCLUSIONS Our findings indicated that XGBoost could identify the most important variables with an accuracy of >90% for TBS and BMD. The most important features associated with bone indexes were serum vitamin D, PAB and PAL.
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Affiliation(s)
- Fahimeh Moafian
- Department of Pure Mathematics, Center of Excellence in Analysis on Algebraic Structures (CEAAS), Ferdowsi University of Mashhad, P.O. Box 1159, Mashhad 91775, Iran; International UNESCO Center for Health-Related Basic Sciences and Human Nutrition, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Payam Sharifan
- International UNESCO Center for Health-Related Basic Sciences and Human Nutrition, Mashhad University of Medical Sciences, Mashhad, Iran; Department of Nutrition, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran; Student Research Committee, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Reza Assaran Darban
- Department of Biology, Faculty of Sciences, Mashhad Branch, Islamic Azad University, Mashhad, Iran
| | - Zahra Khorasanchi
- Department of Nutrition, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran; Student Research Committee, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Zahra Amiri
- Department of Pure Mathematics, Center of Excellence in Analysis on Algebraic Structures (CEAAS), Ferdowsi University of Mashhad, P.O. Box 1159, Mashhad 91775, Iran; International UNESCO Center for Health-Related Basic Sciences and Human Nutrition, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Samira Roohi
- Student Research Committee, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Fatemeh Mohseni Nik
- Student Research Committee, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Maryam Mohammadi Bajgiran
- International UNESCO Center for Health-Related Basic Sciences and Human Nutrition, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Sara Saffar Soflaei
- International UNESCO Center for Health-Related Basic Sciences and Human Nutrition, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Susan Darroudi
- International UNESCO Center for Health-Related Basic Sciences and Human Nutrition, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Hamideh Ghazizadeh
- International UNESCO Center for Health-Related Basic Sciences and Human Nutrition, Mashhad University of Medical Sciences, Mashhad, Iran; Student Research Committee, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Maryam Tayefi
- Norwegian Center for e-health Research, University hospital of North Norway, Tromsø, Norway
| | - Mahdi Rafiee
- Student Research Committee, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Ali Ebrahimi Dabagh
- Department of Nutrition Sciences, Varastegan Institute for Medical Sciences, Mashhad, Iran
| | - Maryam Shojasiahi
- Department of Nutrition Sciences, Varastegan Institute for Medical Sciences, Mashhad, Iran
| | - Mahdiye Yaghoobinezhad
- Department of Nutrition Sciences, Varastegan Institute for Medical Sciences, Mashhad, Iran
| | - Nasrin Talkhi
- Department of Biostatistics, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Habibollah Esmaily
- Social Determinants of Health Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Gordon A Ferns
- Division of Medical Education, Brighton & Sussex Medical School, Falmer, Brighton, Sussex, UK
| | - Vahid Reza Dabbagh
- Nuclear Medicine Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Ramin Sadeghi
- Nuclear Medicine Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Majid Ghayour-Mobarhan
- International UNESCO Center for Health-Related Basic Sciences and Human Nutrition, Mashhad University of Medical Sciences, Mashhad, Iran; Department of Nutrition, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.
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Beetz G, Herrero Babiloni A, Jodoin M, Charlebois-Plante C, Lavigne GJ, De Beaumont L, Rouleau DM. Relevance of Sleep Disturbances to Orthopaedic Surgery: A Current Concepts Narrative and Practical Review. J Bone Joint Surg Am 2021; 103:2045-2056. [PMID: 34478407 DOI: 10.2106/jbjs.21.00176] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
➤ Sleep disturbances can increase the risk of falls and motor vehicle accidents and may reduce bone density. ➤ Poor sleep can lead to worse outcomes after fracture, such as chronic pain and delayed recovery. ➤ Orthopaedic surgeons can play an important role in the screening of sleep disorders among their patients.
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Affiliation(s)
- Gabrielle Beetz
- Montreal Sacré-Coeur Hospital, Montreal, Quebec, Canada.,Faculty of Medicine, University of Montreal, Montreal, Quebec, Canada
| | - Alberto Herrero Babiloni
- Montreal Sacré-Coeur Hospital, Montreal, Quebec, Canada.,Division of Experimental Medicine, McGill University, Montreal, Quebec, Canada
| | - Marianne Jodoin
- Montreal Sacré-Coeur Hospital, Montreal, Quebec, Canada.,Department of Psychology, University of Montreal, Montreal, Quebec, Canada
| | | | - Gilles J Lavigne
- Montreal Sacré-Coeur Hospital, Montreal, Quebec, Canada.,Division of Experimental Medicine, McGill University, Montreal, Quebec, Canada.,Faculty of Dental Medicine, University of Montreal, Montreal, Quebec, Canada
| | - Louis De Beaumont
- Montreal Sacré-Coeur Hospital, Montreal, Quebec, Canada.,Department of Surgery, University of Montreal, Montreal, Quebec, Canada
| | - Dominique M Rouleau
- Montreal Sacré-Coeur Hospital, Montreal, Quebec, Canada.,Department of Surgery, University of Montreal, Montreal, Quebec, Canada
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A cross-sectional analysis of the association between sleep duration and osteoporosis risk in adults using 2005-2010 NHANES. Sci Rep 2021; 11:9090. [PMID: 33907283 PMCID: PMC8079413 DOI: 10.1038/s41598-021-88739-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Accepted: 04/13/2021] [Indexed: 11/08/2022] Open
Abstract
Controversy remains regarding the relationship between bone health and sleep. In the literature, the effect of sleep on bone density in the clinical setting varies depending on the definition of normal sleep duration, sleep quality, selected population, and diagnostic tools for bone density. The aim of this study was to examine the association between bone mineral density (BMD)assessed by dual-energy X-ray absorptiometry and sleep duration/quality in the defined adult population from the National Health and Nutrition Examination Survey (NHANES) (a national household survey) within a 6-year period (2005–2010) and explore age differences. The basic variables, metabolic diseases, and bone density in the femoral neck as determined through dual-energy X-ray absorptiometry, were segregated, and analyzed according to different sleep durations (1–4, 5–6,7–8, and > 9 h/day) and sleep quality using multinomial regression models. A total of 12,793 subjects were analyzed. Our results reveal that women aged > 50 years with sleep duration < 5 h/day had a 7.35 (CI 3.438–15.715) odds of osteoporosis than those in other groups. This analysis is based on a nationally representative sample using survey and inspection data and clarifies the relationship between bone density and the effect of the combination of sleep quality and duration.
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Vitamin D and sleep duration: Is there a bidirectional relationship? Horm Mol Biol Clin Investig 2020; 41:/j/hmbci.ahead-of-print/hmbci-2020-0025/hmbci-2020-0025.xml. [DOI: 10.1515/hmbci-2020-0025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2020] [Accepted: 10/26/2020] [Indexed: 11/15/2022]
Abstract
Abstract
Vitamin D contributes to numerous physiological processes within the body but primarily calcium and bone homeostasis. Emerging evidence highlights a novel role for vitamin D in maintaining and regulating optimal sleep. Sleep is a known regulator of bone health, highlighting the interconnectedness between vitamin D concentrations, sleep duration and bone metabolism. It is possible that the relationship between sleep length and vitamin D is bidirectional, with vitamin D playing a role in sleep health and conversely, sleep affecting vitamin D levels. Nevertheless, limited information on the direction of the interaction is available, and much remains to be learned concerning the complex relationship between insufficient sleep duration and vitamin D deficiency. Given the potential to implement interventions to improve sleep and vitamin D supplementation, understanding this relationship further could represent a novel way to support and improve health.
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Yi SS, Chung SH, Kim PS. Sharing Pathological Mechanisms of Insomnia and Osteoporosis, and a New Perspective on Safe Drug Choice. J Menopausal Med 2018; 24:143-149. [PMID: 30671405 PMCID: PMC6336562 DOI: 10.6118/jmm.2018.24.3.143] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2018] [Revised: 11/08/2018] [Accepted: 11/16/2018] [Indexed: 12/27/2022] Open
Abstract
Lack of adequate sleep has become increasingly common in our 24/7 modern society. Reduced sleep has significant health consequences including metabolic and cardiovascular disorders, and mental problems including depression. In addition, although the increase in life expectancy has provided a dream of longevity to humans, the occurrence of osteoporosis is a big obstacle to this dream for both male and female. It is known that insomnia and bone health problems, which are very critical conditions in human life, interestingly, share a lot of pathogenesis in recent decades. Nevertheless, due to another side effects of the synthetic drugs being taken for the treatment of insomnia and osteoporosis, patients have substantial anxiety for the safety of drugs with therapeutic expectation. This review examines the pathogenesis shared by sleep and osteoporosis together and herbal medicine, which has recently been shown to be safe and efficacious in the treatment of both diseases other than synthetic drugs. We suggestions for how to treat osteoporosis. These efforts will be the first step toward enabling patients to have comfortable and safe prescriptions through a wide selection of therapeutic agents in the future.
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Affiliation(s)
- Sun Shin Yi
- Department of Biomedical Laboratory Science, College of Medical Sciences, Soonchunhyang University, Asan, Korea
| | - Soo-Ho Chung
- Department of Obstetrics and Gynecology, Soonchunhyang University College of Medicine, Bucheon, Korea
| | - Pan Soo Kim
- Bio-Center, Gyeonggido Business and Science Accelerator, Suwon, Korea
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