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Akhiiarova K, Khusainova R, Minniakhmetov I, Mokrysheva N, Tyurin A. Peak Bone Mass Formation: Modern View of the Problem. Biomedicines 2023; 11:2982. [PMID: 38001982 PMCID: PMC10669090 DOI: 10.3390/biomedicines11112982] [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: 09/21/2023] [Revised: 10/26/2023] [Accepted: 11/02/2023] [Indexed: 11/26/2023] Open
Abstract
Peak bone mass is the amount of bone tissue that is formed when a stable skeletal state is achieved at a young age. To date, there are no established peak bone mass standards nor clear data on the age at which peak bone mass occurs. At the same time, the level of peak bone mass at a young age is an important predictor of the onset of primary osteoporosis. The purpose of this review is to analyze the results of studies of levels of peak bone mass in general, the age of its onset, as well as factors influencing its formation. Factors such as hormonal levels, body composition, physical activity, nutrition, heredity, smoking, lifestyle, prenatal predictors, intestinal microbiota, and vitamin and micronutrient status were considered, and a comprehensive scheme of the influence of these factors on the level of peak bone mass was created. Determining the standards and timing of the formation of peak bone mass, and the factors affecting it, will help in the development of measures to prevent its shortage and the consequent prevention of osteoporosis and concomitant diseases.
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Affiliation(s)
- Karina Akhiiarova
- Internal Medicine Department, Bashkir State Medical University, 450008 Ufa, Russia;
| | - Rita Khusainova
- Medical Genetics Department, Bashkir State Medical University, 450008 Ufa, Russia;
- Endocrinology Research Centre, Dmitriya Ulianova Street, 11, 117036 Moscow, Russia; (I.M.); (N.M.)
| | - Ildar Minniakhmetov
- Endocrinology Research Centre, Dmitriya Ulianova Street, 11, 117036 Moscow, Russia; (I.M.); (N.M.)
| | - Natalia Mokrysheva
- Endocrinology Research Centre, Dmitriya Ulianova Street, 11, 117036 Moscow, Russia; (I.M.); (N.M.)
| | - Anton Tyurin
- Internal Medicine Department, Bashkir State Medical University, 450008 Ufa, Russia;
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Physical activity and body mass index were interactively related to health-related quality of life among older adults. Arch Gerontol Geriatr 2023; 104:104833. [PMID: 36240587 DOI: 10.1016/j.archger.2022.104833] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 09/19/2022] [Accepted: 10/03/2022] [Indexed: 11/05/2022]
Abstract
PURPOSE The purpose of this study was to examine how meeting physical activity (PA) guidelines (i.e., moderate-to-vigorous aerobic activity, muscle strengthening activity) and weight status were interactively related to health-related quality of life (HRQoL) among older adults. METHODS A cross-sectional analysis was conducted using data from 87,495 older adults aged 65+ years who participated in the U.S. 2019 Behavioral Risk Factor Surveillance System. PA, weight status, and HRQoL were assessed by validated questionnaires via phone interviews. Binomial logistic regression models were used to examine the interactive effects of meeting PA guidelines and weight status on the odds of having poor HRQoL after controlling for key confounders. RESULTS Compared to participants meeting both PA guidelines and with normal weight, both underweight and obese older adults had significantly higher odds of having poor general health (OR= 1.55-6.16) regardless of meeting PA guideline status, and those meeting muscle strengthening activities only or meeting neither PA guideline reported higher odds of poor physical health (OR= 1.83-6.22) regardless of weight status. Similarly, those meeting neither PA guideline had significantly higher odds of having poor mental health (OR= 1.69-2.78) regardless of weight status, and those meeting muscle strengthening activities only or meeting neither PA guideline reported higher odds of having frequent activity limitation days (OR= 2.18-7.05). CONCLUSIONS The positive associations between moderate-to-vigorous aerobic PA and HRQoL indicate the need to promote aerobic PA in older adults. Both sex and weight status should be considered when designing PA interventions to improve HRQoL among older adults.
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Verma M, Kapoor N, Chaudhary A, Sharma P, Ghosh N, Sidana S, Kakkar R, Kalra S. Prevalence and Determinants of Sarcopenic Obesity in Older Adults: Secondary Data Analysis of the Longitudinal Ageing Study in India (LASI) Wave 1 Survey (2017-18). Adv Ther 2022; 39:4094-4113. [PMID: 35788961 DOI: 10.1007/s12325-022-02216-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 06/06/2022] [Indexed: 01/21/2023]
Abstract
INTRODUCTION Sarcopenic obesity (SO) represents the confluence of two epidemics-an aging population and an increasing rate of obesity. The two diseases may act synergistically, and SO may significantly affect morbidity and mortality. However, the burden is not defined to drive the policy changes. Hence the present study was done to estimate the prevalence and predictors of SO in India. METHODS We did a secondary data analysis of the 72,250 older adults who participated in the first wave of the Longitudinal Aging Study in India (2017-18). Possible sarcopenia was defined as per the guidelines by the Asian Working Group for Sarcopenia (AWGS) criteria. The modified criterion of overweight and obesity for Asian adults was used to categorize obesity. Presence of both sarcopenia and obesity depicted SO. Weighted analysis was done to estimate the prevalence of SO, and multinomial bivariate logistics regression was used to identify the predictors of SO. RESULTS The overall prevalence of obesity, sarcopenia, and SO was 27.1%, 41.9%, and 8.7%, respectively. The mean age, weight, body mass index (BMI), and blood pressure of adults with SO were significantly higher compared to others. Higher age, urban residence, west and south regions of India, consumption of tobacco or alcohol, no physical activity, and presence of diabetes contribute to SO. CONCLUSION The burden of SO seems to be less but amounts to a massive number in an aging country. We stress increased screening of the geriatric age group and advocate increased physical activity and dietary modifications to realize the concept of healthy aging.
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Affiliation(s)
- Madhur Verma
- Department of Community and Family Medicine, All India Institute of Medical Sciences, Bathinda, Punjab, 151001, India
| | - Nitin Kapoor
- Dept. of Endocrine, Diabetes and Metabolism, Christian Medical College, Vellore, TN, 632004, India
- The Baker Heart and Diabetes Institute, Melbourne, VIC, 3004, Australia
| | - Aditi Chaudhary
- International Institute for Population Sciences (IIPS), Mumbai, Maharashtra, 400088, India
| | - Priyanka Sharma
- Department of Community Medicine, North DMC Medical College and Hindu Rao Hospital, Delhi, 110007, India
| | - Nilanjana Ghosh
- Department of Community and Family Medicine, All India Institute of Medical Sciences Guwahati, Guwahati, India
| | - Shivani Sidana
- Department of Endocrinology, All India Institute of Medical Sciences, Bathinda, Punjab, India
| | - Rakesh Kakkar
- Department of Community and Family Medicine, All India Institute of Medical Sciences, Bathinda, Punjab, 151001, India
| | - Sanjay Kalra
- Department of Endocrinology, Bharti Hospital, Karnal, Haryana, India.
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Mathieu M, Guillot P, Riaudel T, Boureau AS, Chapelet G, Brouessard C, de Decker L, Berrut G. Association between Bone Mineral Density and Fat Mass Independent of Lean Mass and Physical Activity in Women Aged 75 or Older. Nutrients 2021; 13:nu13061994. [PMID: 34200558 PMCID: PMC8228951 DOI: 10.3390/nu13061994] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 05/31/2021] [Accepted: 06/08/2021] [Indexed: 11/16/2022] Open
Abstract
(1) Osteoporosis and sarcopenia are frequent pathologies among the geriatric population. The interlink between these two diseases is supported by their common pathophysiology. The aim is to explore the relationship between bone mineral density (BMD) and body composition in women aged 75 or older. (2) From January 2016 to December 2019, women aged 75 or older of Caucasian ethnicity, who were addressed to perform a biphoton absorptiometry (DXA), were included in this observational study. Femoral neck T-score, lean mass, fat mass, and physical performances were measured. (3) The mean age of 101 patients included was 84.8 (±4.9) years old. Osteoporosis was present in 72% of patients. According to EWGSOP criteria, 37% of patients were sarcopenic. Osteosarcopenia was present in 34% of patients. The femoral neck T-score was significantly associated with fat mass (β = 0.02, 95% CI (0.01; 0.03), p < 0.05) in multivariable analysis. Osteosarcopenic patients had significantly lower fat mass (16.2 kg (±6.8) vs. 23.1 kg (±10.8), p < 0.001) and body mass index (BMI) (20.7 kg/m2 (±2.8) vs. 26.7 kg/m2 (±5.6), p < 0.001). (4) In postmenopausal women, fat mass is estimated to provide hormonal protection. While osteosarcopenia is described as a lipotoxic disease, fat mass and BMI would appear to protect against the risk of osteosarcopenia. This raises questions about the relevance of BMI and DXA.
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Affiliation(s)
- Marie Mathieu
- Department of Geriatrics, Nantes University Hospital, 44093 Nantes, France; (T.R.); (A.-S.B.); (G.C.); (C.B.); (L.d.D.); (G.B.)
- Correspondence:
| | - Pascale Guillot
- Department of Rheumatology, Nantes University Hospital, 44093 Nantes, France;
| | - Typhaine Riaudel
- Department of Geriatrics, Nantes University Hospital, 44093 Nantes, France; (T.R.); (A.-S.B.); (G.C.); (C.B.); (L.d.D.); (G.B.)
| | - Anne-Sophie Boureau
- Department of Geriatrics, Nantes University Hospital, 44093 Nantes, France; (T.R.); (A.-S.B.); (G.C.); (C.B.); (L.d.D.); (G.B.)
| | - Guillaume Chapelet
- Department of Geriatrics, Nantes University Hospital, 44093 Nantes, France; (T.R.); (A.-S.B.); (G.C.); (C.B.); (L.d.D.); (G.B.)
| | - Céline Brouessard
- Department of Geriatrics, Nantes University Hospital, 44093 Nantes, France; (T.R.); (A.-S.B.); (G.C.); (C.B.); (L.d.D.); (G.B.)
| | - Laure de Decker
- Department of Geriatrics, Nantes University Hospital, 44093 Nantes, France; (T.R.); (A.-S.B.); (G.C.); (C.B.); (L.d.D.); (G.B.)
| | - Gilles Berrut
- Department of Geriatrics, Nantes University Hospital, 44093 Nantes, France; (T.R.); (A.-S.B.); (G.C.); (C.B.); (L.d.D.); (G.B.)
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Sex-specific differences in the prevalence of sarcopenia among pre-frail community-dwelling older adults in Saudi Arabia. Saudi J Biol Sci 2021; 28:4005-4009. [PMID: 34220258 PMCID: PMC8241628 DOI: 10.1016/j.sjbs.2021.04.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 03/29/2021] [Accepted: 04/04/2021] [Indexed: 12/25/2022] Open
Abstract
Objectives To assess sex differences in the prevalence of sarcopenia among pre-frail community-dwelling older adults in Saudi Arabia. Methods This was a cross-sectional study conducted at a tertiary-level hospital in Riyadh, Saudi Arabia, in 2019. The study participants were pre-frail community-dwelling older adults, according to the Edmonton Frail Scale. The SARC-F questionnaire was used to diagnose sarcopenia. The Katz Activities of Daily Living (ADL) was used to rank the adequacy of performance in six functions: bathing, dressing, toileting, transferring, continence, and feeding, while the Lawton Instrumental Activities of Daily Living scale was used to assess the more complex ADL necessary for living in the community. Results In total, 283 community-dwelling older adults were recruited for this study, with a mean (±SD) age of 70.77 (±6.26) years; 72.7% of the total were female participants. The majority (85.5%) of the patients reported that they needed home care assistance. The mean ADL score of the participants was high, indicating high function and independence (KATZ-ADL: M 4.60 SD 1.75; Lawton Brody: 60%). The overall prevalence of sarcopenia among the studied participants was 65.7%, which was significantly higher among females (71.9%) than among males (59.1%), with a P-value of 0.007. Among the demographic characteristics of the participants, there was a significant difference in the need for home care assistance in female sarcopenic and non-sarcopenic participants (74.1% vs. 25.9%, p = 0.017), but without demonstrable difference in males. Additionally, there was a significant difference (P < 0.05) in the prevalence of sarcopenia between male and female participants according to ADL scores. The strongest predictor for sarcopenia prevalence in males was an ADL score <2 according to the Katz index, with an odds ratio of 6.5, while the need for home care was the only significant predictor of sarcopenia among female participants (OR 3.25, CI: 1.14–9.25, p = 0.02). Conclusion Overall, almost two-thirds of the studied pre-frail community-dwelling older adult population were sarcopenic. The prevalence of sarcopenia was significantly higher among females than males. The strongest predictor of sarcopenia was an ADL score <2 based on the Katz index in males and the need for home care assistance in females.
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Sadeghi A, Mousavi SM, Mokhtari T, Parohan M, Milajerdi A. Metformin Therapy Reduces Obesity Indices in Children and Adolescents: A Systematic Review and Meta-Analysis of Randomized Clinical Trials. Child Obes 2020; 16:174-191. [PMID: 32068434 DOI: 10.1089/chi.2019.0040] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Purpose: Few studies have summarized findings for the effect of metformin on obesity indices. Therefore, we aimed to conduct a systematic review and meta-analysis on the effect of metformin on obesity indices among children and adolescents. Methods: Relevant articles published up to September 2018 were searched in SCOPUS, Medline, and Google Scholar using appropriate keywords. All clinical trials that examined the effect of metformin on obesity indices in children and adolescents were included. Results: Overall, 38 studies, including 2199 participants (39.75% male and 60.25% female), were included. The pooled results indicated that metformin significantly reduced BMI [weighted mean difference (WMD): -1.07 kg/m2; 95% confidence interval (CI): -1.43 to -0.72]. Same findings were found for waist circumference (WC) (WMD: -1.93 cm; 95% CI: -2.69 to -1.16). Metformin also reduced body weight in all participants (WMD: -2.51 kg; 95% CI: -3.14 to -1.89). Moreover, it reduced body fat mass in patients with overweight or obesity (WMD: -1.90%; 95% CI: -3.25 to -0.56) and chronic diseases (WMD: -1.41%; 95% CI: -2.23 to -0.58), but not among those with growth problems. Metformin therapy did not affect lean body mass (LBM) in patients with overweight or obesity and growth problems; however, it reduced LBM in patients with chronic diseases (WMD: -1.49 kg; 95% CI: -2.69 to -0.30). Conclusions: We found a significant reduction in BMI, body weight, WC, and fat mass following administration with metformin. However, the effect of metformin on LBM was not significant. Further studies are required to confirm these findings.
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Affiliation(s)
- Alireza Sadeghi
- Students' Scientific Research Center, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences (TUMS), Tehran, Iran.,Department of Cellular and Molecular Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences (TUMS), Tehran, Iran
| | - Seyed Mohammad Mousavi
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences (TUMS), Tehran, Iran
| | - Tahereh Mokhtari
- Department of Nutrition and Integrative Physiology, College of Health, University of Utah, Salt Lake City, UT
| | - Mohammad Parohan
- Department of Cellular and Molecular Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences (TUMS), Tehran, Iran
| | - Alireza Milajerdi
- Students' Scientific Research Center, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences (TUMS), Tehran, Iran.,Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences (TUMS), Tehran, Iran
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Du Y, Wang X, Xie H, Zheng S, Wu X, Zhu X, Zhang X, Xue S, Li H, Hong W, Tang W, Chen M, Cheng Q, Sun J. Sex differences in the prevalence and adverse outcomes of sarcopenia and sarcopenic obesity in community dwelling elderly in East China using the AWGS criteria. BMC Endocr Disord 2019; 19:109. [PMID: 31653213 PMCID: PMC6814981 DOI: 10.1186/s12902-019-0432-x] [Citation(s) in RCA: 106] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Accepted: 09/20/2019] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Sarcopenia and sarcopenic obesity (SO) have a greater impact on the elderly. This study aimed to explore whether there were sex differences in the prevalence and adverse outcomes of sarcopenia and SO in community-dwelling elderly individuals in East China. METHODS This was a cross-sectional study that enrolled 213 males and 418 females aged > 65 years. Demographic characteristics, body composition, hand grip, gait speed, and indices of glucose and lipid metabolism were collected. Sarcopenia and SO were diagnosed using the Asian Working Group for Sarcopenia criteria. RESULTS (1) The prevalence of sarcopenia was 19.2% in males and 8.6% in females. The prevalence of SO was 7.0% in males and 2.4% in females. (2) In males, the odds ratios (ORs) of osteoporosis and dyslipidemia in the SO group were 4.21-fold and 4.15-fold higher than those in the normal group, respectively. In females, the ORs of osteoporosis and hyperglycemia in the SO group were 1.12-fold and 4.21-fold higher than those in the normal group. CONCLUSIONS Males were more likely to be sarcopenic and to have SO than females using the AWGS criteria. Females with SO were more likely to have higher blood glucose, whereas males with SO were more likely to have osteoporosis and dyslipidemia.
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Affiliation(s)
- Yanping Du
- Department of Osteoporosis and Bone Disease, Fudan University affiliated Huadong Hospital, 221 West Yan An Road, Shanghai, 200040 China
- Research Section of Geriatric Metabolic Bone Disease, Shanghai Geriatric Institute, Shanghai, China
- National Clinical Research Center for Aging and Medicine, Fudan University, Shanghai, China
| | - Xiaodong Wang
- The Zhoujiaqiao Community Health Service Center, Shanghai, China
| | - Hua Xie
- Nutrition Department, Fudan University affiliated Huadong Hospital, Shanghai, China, 221 West Yan An Road, Shanghai, 200040 China
| | - Songbai Zheng
- Department of Osteoporosis and Bone Disease, Fudan University affiliated Huadong Hospital, 221 West Yan An Road, Shanghai, 200040 China
- Research Section of Geriatric Metabolic Bone Disease, Shanghai Geriatric Institute, Shanghai, China
- National Clinical Research Center for Aging and Medicine, Fudan University, Shanghai, China
| | - Xiaoqing Wu
- Department of Osteoporosis and Bone Disease, Fudan University affiliated Huadong Hospital, 221 West Yan An Road, Shanghai, 200040 China
- Research Section of Geriatric Metabolic Bone Disease, Shanghai Geriatric Institute, Shanghai, China
- National Clinical Research Center for Aging and Medicine, Fudan University, Shanghai, China
| | - Xiaoying Zhu
- Department of Osteoporosis and Bone Disease, Fudan University affiliated Huadong Hospital, 221 West Yan An Road, Shanghai, 200040 China
- Research Section of Geriatric Metabolic Bone Disease, Shanghai Geriatric Institute, Shanghai, China
- National Clinical Research Center for Aging and Medicine, Fudan University, Shanghai, China
| | - Xuemei Zhang
- Department of Osteoporosis and Bone Disease, Fudan University affiliated Huadong Hospital, 221 West Yan An Road, Shanghai, 200040 China
- Research Section of Geriatric Metabolic Bone Disease, Shanghai Geriatric Institute, Shanghai, China
- National Clinical Research Center for Aging and Medicine, Fudan University, Shanghai, China
| | - Sihong Xue
- Department of Osteoporosis and Bone Disease, Fudan University affiliated Huadong Hospital, 221 West Yan An Road, Shanghai, 200040 China
- Research Section of Geriatric Metabolic Bone Disease, Shanghai Geriatric Institute, Shanghai, China
- National Clinical Research Center for Aging and Medicine, Fudan University, Shanghai, China
| | - Huilin Li
- Department of Osteoporosis and Bone Disease, Fudan University affiliated Huadong Hospital, 221 West Yan An Road, Shanghai, 200040 China
- Research Section of Geriatric Metabolic Bone Disease, Shanghai Geriatric Institute, Shanghai, China
- National Clinical Research Center for Aging and Medicine, Fudan University, Shanghai, China
| | - Wei Hong
- Department of Osteoporosis and Bone Disease, Fudan University affiliated Huadong Hospital, 221 West Yan An Road, Shanghai, 200040 China
- Research Section of Geriatric Metabolic Bone Disease, Shanghai Geriatric Institute, Shanghai, China
- National Clinical Research Center for Aging and Medicine, Fudan University, Shanghai, China
| | - Wenjing Tang
- Department of Osteoporosis and Bone Disease, Fudan University affiliated Huadong Hospital, 221 West Yan An Road, Shanghai, 200040 China
- Research Section of Geriatric Metabolic Bone Disease, Shanghai Geriatric Institute, Shanghai, China
- National Clinical Research Center for Aging and Medicine, Fudan University, Shanghai, China
| | - Minmin Chen
- Department of Osteoporosis and Bone Disease, Fudan University affiliated Huadong Hospital, 221 West Yan An Road, Shanghai, 200040 China
- Research Section of Geriatric Metabolic Bone Disease, Shanghai Geriatric Institute, Shanghai, China
- National Clinical Research Center for Aging and Medicine, Fudan University, Shanghai, China
| | - Qun Cheng
- Department of Osteoporosis and Bone Disease, Fudan University affiliated Huadong Hospital, 221 West Yan An Road, Shanghai, 200040 China
- Research Section of Geriatric Metabolic Bone Disease, Shanghai Geriatric Institute, Shanghai, China
- National Clinical Research Center for Aging and Medicine, Fudan University, Shanghai, China
| | - Jianqin Sun
- Nutrition Department, Fudan University affiliated Huadong Hospital, Shanghai, China, 221 West Yan An Road, Shanghai, 200040 China
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Associations between Macronutrient Intakes and Obesity/Metabolic Risk Phenotypes: Findings of the Korean National Health and Nutrition Examination Survey. Nutrients 2019; 11:nu11030628. [PMID: 30875824 PMCID: PMC6471544 DOI: 10.3390/nu11030628] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Revised: 03/07/2019] [Accepted: 03/11/2019] [Indexed: 12/12/2022] Open
Abstract
Obesity is a risk factor for many health issues, as are metabolic abnormalities. However, few studies have addressed the associations between obesity/metabolic risk phenotypes and dietary macronutrient intakes (carbohydrate, protein, and fat). Therefore, this study examined the associations between macronutrient intakes and obesity/metabolic risk phenotypes in a Korean population. We used data from the Korean National Health and Nutrition Examination Survey, a cross-sectional survey of Korean civilians, conducted in 2014 and 2016, and data on a total of 7374 participants were analyzed. Macronutrient intakes were defined as the proportions of energy derived from carbohydrate, protein, and fat. Those exhibiting obesity/metabolic risk phenotypes (or not) were divided into four groups: normal weight without metabolic abnormalities; obese without metabolic abnormalities; normal weight with metabolic abnormalities; and obese with metabolic abnormalities. After adjusting for age, smoking status, alcohol consumption, extent of physical activity, household income, and daily fiber intake, no association was found between the proportions of carbohydrate, protein, or fat intakes and obesity/metabolic risk phenotypes except for a positive association between metabolically healthy but obese status and low protein intake in females. Further studies are required to evaluate the effects of macronutrient intakes on obesity/metabolic risk phenotypes and associated health outcomes.
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