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Lin Y, Wang X, Wu R, Zhou J, Feng F. Association between segmental body composition and bone mineral density in US adults: results from the NHANES (2011-2018). BMC Endocr Disord 2023; 23:246. [PMID: 37940909 PMCID: PMC10634103 DOI: 10.1186/s12902-023-01506-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 11/06/2023] [Indexed: 11/10/2023] Open
Abstract
OBJECTIVE The association between segmental body composition and bone mineral density (BMD) remains uncertain. The primary aim of this cross-sectional investigation was to elucidate the connection between segmental body composition and BMD within the United States adult population. METHODS We selected a cohort of 10,096 individuals from the National Health and Nutrition Examination Survey (NHANES) database, with a mean age of 39 years and a mean BMI of 28.5 kg/m². The parameter of segmental body composition was achieved by quantifying body fat and lean mass percentages across various anatomical regions, including the torso, Android, Gynoid, arms and legs. We conducted a weighted multivariate linear regression analysis to investigate the association between segmental body composition and total BMD. Additionally, subgroup analysis was performed based on age and gender. RESULTS We found an inverse association between fat proportion in each anatomical region and total BMD, with the arm and leg regions demonstrating the most significant negative correlation. Conversely, a positive correlation was observed between lean mass and BMD across all anatomical regions. These associations remained consistent in subgroup analyses. CONCLUSION Our investigation revealed a negative association between adipose levels in various anatomical regions and BMD among Americans aged 20 to 59. Importantly, higher fat proportion in the extremities exerted the most deleterious impact on BMD. Furthermore, an increase in lean mass within each anatomical region was ascertained to confer a positive effect on bone health. Consequently, the evaluation of segmental body composition is well-positioned to predict bone health status.
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Affiliation(s)
- Yanze Lin
- Center for Plastic & Reconstructive Surgery, Department of Orthopedics, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China
- Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Xun Wang
- Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Ruiji Wu
- Orthopedic Department, Taizhou Hospital Affiliated to Wenzhou Medical University, Linhai, China
| | - Jinlei Zhou
- Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Fabo Feng
- Center for Plastic & Reconstructive Surgery, Department of Orthopedics, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China.
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Liu CA, Liu T, Ruan GT, Ge YZ, Song MM, Xie HL, Lin SQ, Deng L, Zhang HY, Zhang Q, Shi HP. The relationship between fat distribution in central region and comorbidities in obese people: Based on NHANES 2011-2018. Front Endocrinol (Lausanne) 2023; 14:1114963. [PMID: 36843589 PMCID: PMC9945539 DOI: 10.3389/fendo.2023.1114963] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Accepted: 01/27/2023] [Indexed: 02/11/2023] Open
Abstract
BACKGROUND Central obesity is closely related to comorbidity, while the relationship between fat accumulation pattern and abnormal distribution in different parts of the central region of obese people and comorbidity is not clear. This study aimed to explore the relationship between fat distribution in central region and comorbidity among obese participants. METHODS We used observational data of NHANES 2011-2018 to identify 12 obesity-related comorbidities in 7 categories based on questionnaire responses from participants. Fat distribution is expressed by fat ratio, including Android, Gynoid, visceral, subcutaneous, visceral/subcutaneous (V/S), and total abdominal fat ratio. Logistic regression analysis were utilized to elucidate the association between fat distribution and comorbidity. RESULTS The comorbidity rate was about 54.1% among 4899 obese participants (weighted 60,180,984, 41.35 ± 11.16 years, 57.5% female). There were differences in fat distribution across the sexes and ages. Among men, Android fat ratio (OR, 4.21, 95% CI, 1.54-11.50, Ptrend=0.007), visceral fat ratio (OR, 2.16, 95% CI, 1.42-3.29, Ptrend<0.001) and V/S (OR, 2.07, 95% CI, 1.43-2.99, Ptrend<0.001) were independent risk factors for comorbidity. Among these, there was a "J" shape correlation between Android fat ratio and comorbidity risk, while visceral fat ratio and V/S exhibited linear relationships with comorbidity risk. The Gynoid fat ratio (OR, 0.87, 95%CI, 0.80-0.95, Ptrend=0.001) and subcutaneous fat ratio (OR, 0.81, 95%CI, 0.67-0.98, Ptrend=0.016) both performed a protective role in the risk of comorbidity. In women, Android fat ratio (OR, 4.65, 95% CI, 2.11-10.24, Ptrend=0.020), visceral fat ratio (OR, 1.83, 95% CI, 1.31-2.56, Ptrend=0.001), and V/S (OR, 1.80, 95% CI, 1.32-2.45, Ptrend=0.020) were also independent risk factors for comorbidity, with a dose-response relationship similar to that of men. Only the Gynoid fat ratio (OR, 0.93, 95% CI, 0.87-0.99, Ptrend=0.016) had a protective effect on female comorbidity. This association was also seen in obese participants of different age groups, comorbidity numbers, and comorbidity types, although it was more statistically significant in older, complex comorbidity, cardiovascular, cerebrovascular, and metabolic diseases. CONCLUSIONS In the obese population, there were strong correlation between fat distribution in central region and comorbidity, which was affected by sex, age, number of comorbidities, and type of comorbidity.
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Affiliation(s)
- Chen-An Liu
- Department of Gastrointestinal Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Geriatric Diseases, Xuanwu Hospital, Capital Medical University, Beijing, China
- Key Laboratory of Cancer Food for Special Medical Purposes (FSMP) for State Market Regulation, Beijing, China
- Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Capital Medical University, Beijing, China
| | - Tong Liu
- Department of Gastrointestinal Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Geriatric Diseases, Xuanwu Hospital, Capital Medical University, Beijing, China
- Key Laboratory of Cancer Food for Special Medical Purposes (FSMP) for State Market Regulation, Beijing, China
- Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Capital Medical University, Beijing, China
| | - Guo-Tian Ruan
- Department of Gastrointestinal Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Geriatric Diseases, Xuanwu Hospital, Capital Medical University, Beijing, China
- Key Laboratory of Cancer Food for Special Medical Purposes (FSMP) for State Market Regulation, Beijing, China
- Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Capital Medical University, Beijing, China
| | - Yi-Zhong Ge
- Department of Gastrointestinal Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Geriatric Diseases, Xuanwu Hospital, Capital Medical University, Beijing, China
- Key Laboratory of Cancer Food for Special Medical Purposes (FSMP) for State Market Regulation, Beijing, China
- Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Capital Medical University, Beijing, China
| | - Meng-Meng Song
- Department of Gastrointestinal Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Geriatric Diseases, Xuanwu Hospital, Capital Medical University, Beijing, China
- Key Laboratory of Cancer Food for Special Medical Purposes (FSMP) for State Market Regulation, Beijing, China
- Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Capital Medical University, Beijing, China
| | - Hai-Lun Xie
- Department of Gastrointestinal Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Geriatric Diseases, Xuanwu Hospital, Capital Medical University, Beijing, China
- Key Laboratory of Cancer Food for Special Medical Purposes (FSMP) for State Market Regulation, Beijing, China
- Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Capital Medical University, Beijing, China
| | - Shi-Qi Lin
- Department of Gastrointestinal Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Geriatric Diseases, Xuanwu Hospital, Capital Medical University, Beijing, China
- Key Laboratory of Cancer Food for Special Medical Purposes (FSMP) for State Market Regulation, Beijing, China
- Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Capital Medical University, Beijing, China
| | - Li Deng
- Department of Gastrointestinal Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Geriatric Diseases, Xuanwu Hospital, Capital Medical University, Beijing, China
- Key Laboratory of Cancer Food for Special Medical Purposes (FSMP) for State Market Regulation, Beijing, China
- Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Capital Medical University, Beijing, China
| | - He-Yang Zhang
- Department of Gastrointestinal Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Geriatric Diseases, Xuanwu Hospital, Capital Medical University, Beijing, China
- Key Laboratory of Cancer Food for Special Medical Purposes (FSMP) for State Market Regulation, Beijing, China
- Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Capital Medical University, Beijing, China
| | - Qi Zhang
- Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Capital Medical University, Beijing, China
- Department of Colorectal Surgery, The Cancer Hospital of the University of Chinese Academy of Sciences, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China
| | - Han-Ping Shi
- Department of Gastrointestinal Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Geriatric Diseases, Xuanwu Hospital, Capital Medical University, Beijing, China
- Key Laboratory of Cancer Food for Special Medical Purposes (FSMP) for State Market Regulation, Beijing, China
- Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Capital Medical University, Beijing, China
- *Correspondence: Han-Ping Shi,
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Ma M, Liu X, Jia G, Geng B, Xia Y. The association between body fat distribution and bone mineral density: evidence from the US population. BMC Endocr Disord 2022; 22:170. [PMID: 35787696 PMCID: PMC9254427 DOI: 10.1186/s12902-022-01087-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 06/27/2022] [Indexed: 12/02/2022] Open
Abstract
OBJECTIVE To investigate the association between different body fat distribution and different sites of BMD in male and female populations. METHODS Use the National Health and Nutrition Examination Survey (NHANES) datasets to select participants. The weighted linear regression model investigated the difference in body fat and Bone Mineral Density (BMD) in different gender. Multivariate adjusted smoothing curve-fitting and multiple linear regression models were used to explore whether an association existed between body fat distribution and BMD. Last, a subgroup analysis was performed according to age and gender group. RESULTS Overall, 2881 participants were included in this study. Compared to males, female participants had lower BMD (P < 0.05) and higher Gynoid fat mass (P < 0.00001), while there was no difference between Android fat mass (P = 0.91). Android fat mass was positively associated with Total femur BMD (Males, β = 0.044, 95% CI = 0.037, 0.051, P < 0.00001; Females, β = 0.044, 95% CI = 0.039, 0.049, P < 0.00001), Femoral neck BMD (Males, β = 0.034, 95% CI = 0.027, 0.041, P < 0.00001; Females, β = 0.032, 95% CI = 0.027, 0.037, P < 0.00001), and Total spine BMD (Males, β = 0.036, 95% CI = 0.029, 0.044, P < 0.00001; Females, β = 0.025, 95% CI = 0.019, 0.031, P < 0.00001). The Gynoid fat mass, subgroup analysis of age and ethnicity reached similar results. CONCLUSION Body fat in different regions was positively associated with BMD in different sites, and this association persisted in subgroup analyses across age and race in different gender.
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Affiliation(s)
- Ming Ma
- Department of Orthopaedics, Gansu Key Laboratory of Orthopaedics, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou City, 730000 Gansu Province China
- Second Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou City, 730000 Gansu Province China
- Orthopaedic Clinical Medical Research Center, No. 82 Cuiyingmen, Chengguan District, Lanzhou City, 730000 Gansu Province China
| | - Xiaolong Liu
- Department of Orthopaedics, Gansu Key Laboratory of Orthopaedics, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou City, 730000 Gansu Province China
- Second Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou City, 730000 Gansu Province China
- Orthopaedic Clinical Medical Research Center, No. 82 Cuiyingmen, Chengguan District, Lanzhou City, 730000 Gansu Province China
| | - Gengxin Jia
- Department of Orthopaedics, Gansu Key Laboratory of Orthopaedics, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou City, 730000 Gansu Province China
- Second Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou City, 730000 Gansu Province China
- Orthopaedic Clinical Medical Research Center, No. 82 Cuiyingmen, Chengguan District, Lanzhou City, 730000 Gansu Province China
| | - Bin Geng
- Department of Orthopaedics, Gansu Key Laboratory of Orthopaedics, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou City, 730000 Gansu Province China
- Second Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou City, 730000 Gansu Province China
- Orthopaedic Clinical Medical Research Center, No. 82 Cuiyingmen, Chengguan District, Lanzhou City, 730000 Gansu Province China
- Technology Center for Intelligent Orthopedic Industry, No. 82 Cuiyingmen, Chengguan District, Lanzhou City, 730000 Gansu Province China
| | - Yayi Xia
- Department of Orthopaedics, Gansu Key Laboratory of Orthopaedics, Lanzhou University Second Hospital, No. 82 Cuiyingmen, Chengguan District, Lanzhou City, 730000 Gansu Province China
- Second Clinical Medical School, Lanzhou University, No. 82 Cuiyingmen, Chengguan District, Lanzhou City, 730000 Gansu Province China
- Orthopaedic Clinical Medical Research Center, No. 82 Cuiyingmen, Chengguan District, Lanzhou City, 730000 Gansu Province China
- Technology Center for Intelligent Orthopedic Industry, No. 82 Cuiyingmen, Chengguan District, Lanzhou City, 730000 Gansu Province China
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Miller M, Ryan A, Reed RM, Goggins C, Sorkin J, Goldberg AP. Effect of Icosapent Ethyl on Gynoid Fat and Bone Mineral Health in the Metabolic Syndrome: A Preliminary Report. Clin Ther 2020; 42:2226-2230. [PMID: 32967775 DOI: 10.1016/j.clinthera.2020.09.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 08/31/2020] [Accepted: 09/03/2020] [Indexed: 10/23/2022]
Abstract
PURPOSE The metabolic syndrome (MetS) is a systemic disorder associated with reduced atheroprotective gynoid fat and bone mineral content (BMC). The goal of this pilot study was to assess whether administration of icosapent ethyl (IPE), a purified formulation of eicosapentaenoic acid, would maintain gynoid fat and BMC over a 9-month treatment period. METHODS Patients with MetS aged ≥40 years were randomly assigned to receive 4 g daily of IPE (2 g BID with food) or placebo (paraffin oil 2 g BID with food) for 9 months. Data were collected at baseline and 9 months later. The data included anthropometric measures, biochemical analysis, and whole body fat mass, including gynoid fat. Bone mineral density and BMC were measured by using dual-energy X-ray absorptiometry. A two-tailed P value ≤ 0.05 was considered statistically significant. FINDINGS The study sample consisted of 13 patients with MetS (mean age, 61.6 years; age range, 44-77 years; 77% female and 23% male). Compared with the IPE group, the placebo group experienced statistically significant mean reductions in percent gynoid fat (pre/post, 46.8%-43.5%; P = 0.02), BMC (pre/post, 2461 g-2423 g; P = 0.02), and bone mineral density (pre/post, 1.24 g/cm2 to 1.22 g/cm2; P = 0.05) over the 9-month study period. IMPLICATIONS The results of this pilot study raise the possibility that IPE supplementation may preserve gynoid fat distribution and bone mineral health in patients with MetS. Larger, randomized longitudinal studies are necessary to determine the potential long-term metabolic benefits of IPE treatment.
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Affiliation(s)
- Michael Miller
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA.
| | - Alice Ryan
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA; Baltimore VA Geriatric Research, Education and Clinical Center, Baltimore, MD, USA
| | - Robert M Reed
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Claire Goggins
- Department of Medicine, Georgetown University School of Medicine, Washington, DC, USA
| | - John Sorkin
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA; Baltimore VA Geriatric Research, Education and Clinical Center, Baltimore, MD, USA
| | - Andrew P Goldberg
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA; Baltimore VA Geriatric Research, Education and Clinical Center, Baltimore, MD, USA
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