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Wu LW, Lin YY, Kao TW, Lin CM, Wang CC, Wang GC, Peng TC, Chen WL. Mid-Arm Circumference and All-Cause, Cardiovascular, and Cancer Mortality among Obese and Non-Obese US Adults: the National Health and Nutrition Examination Survey III. Sci Rep 2017; 7:2302. [PMID: 28536435 PMCID: PMC5442157 DOI: 10.1038/s41598-017-02663-7] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Accepted: 04/18/2017] [Indexed: 12/25/2022] Open
Abstract
Epidemiological studies have shown that mid-arm circumference (MAC) can be used to predict death risk and malnutrition. We performed a retrospective observational study involving 11,958 US participants aged 20–90 years from the National Health and Nutrition Examination Survey III, 1988–1994, to determine the correlation between MAC and all-cause, cardiovascular, and cancer mortality risk in the obese and non-obese population. Death certificate data were obtained up to 2006. The participants were divided into three groups on the basis of body mass index: 19 ≤ BMI < 25 kg/m2 (normal weight group), 25 ≤ BMI < 30 kg/m2 (overweight group) and BMI ≥ 30 kg/m2 (obesity group); each group was then divided into three subgroups depending on their MAC level. In the non-obese population, MAC was inversely associated with all-cause mortality; specifically, in the normal weight group, the multivariate-adjusted hazard ratio of the T3 (29.6–42.0) cm subgroup was 0.72 (95% confidence interval: 0.58–0.90) when compared with the T1 (18.0–27.2) cm, while the multivariate-adjusted hazard ratio of the T2 (27.3–29.5) cm subgroup was 0.76 (95% confidence interval: 0.64–0.91) when compared with the T1 (18.0–27.2) cm subgroup. The results indicate that MAC is inversely associated with all-cause mortality in non-obese individuals in the United States.
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Affiliation(s)
- Li-Wei Wu
- Division of Family Medicine, Department of Family and Community Medicine, Tri-Service General Hospital, and School of Medicine, National Defense Medical Center, Taipei, Taiwan, Republic of China.,Division of Geriatric Medicine, Department of Family and Community Medicine, Tri-Service General Hospital, and School of Medicine, National Defense Medical Center, Taipei, Taiwan, Republic of China.,Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei, Taiwan, Republic of China
| | - Yuan-Yung Lin
- Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei, Taiwan, Republic of China.,Department of Otolaryngology-Head and Neck Surgery, Tri-Service General Hospital; and School of Medicine, National Defense Medical Center, Taipei, Taiwan, Republic of China
| | - Tung-Wei Kao
- Division of Family Medicine, Department of Family and Community Medicine, Tri-Service General Hospital, and School of Medicine, National Defense Medical Center, Taipei, Taiwan, Republic of China.,Division of Geriatric Medicine, Department of Family and Community Medicine, Tri-Service General Hospital, and School of Medicine, National Defense Medical Center, Taipei, Taiwan, Republic of China
| | - Chien-Ming Lin
- Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei, Taiwan, Republic of China.,Department of Pediatrics, Tri-Service General Hospital; and School of Medicine, National Defense Medical Center, Taipei, Taiwan, Republic of China
| | - Chung-Ching Wang
- Division of Family Medicine, Department of Family and Community Medicine, Tri-Service General Hospital, and School of Medicine, National Defense Medical Center, Taipei, Taiwan, Republic of China
| | - Gia-Chi Wang
- Division of Family Medicine, Department of Family and Community Medicine, Tri-Service General Hospital, and School of Medicine, National Defense Medical Center, Taipei, Taiwan, Republic of China
| | - Tao-Chun Peng
- Division of Family Medicine, Department of Family and Community Medicine, Tri-Service General Hospital, and School of Medicine, National Defense Medical Center, Taipei, Taiwan, Republic of China
| | - Wei-Liang Chen
- Division of Family Medicine, Department of Family and Community Medicine, Tri-Service General Hospital, and School of Medicine, National Defense Medical Center, Taipei, Taiwan, Republic of China. .,Division of Geriatric Medicine, Department of Family and Community Medicine, Tri-Service General Hospital, and School of Medicine, National Defense Medical Center, Taipei, Taiwan, Republic of China. .,Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei, Taiwan, Republic of China.
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Perera R, McFadden E, McLellan J, Lung T, Clarke P, Pérez T, Fanshawe T, Dalton A, Farmer A, Glasziou P, Takahashi O, Stevens J, Irwig L, Hirst J, Stevens S, Leslie A, Ohde S, Deshpande G, Urayama K, Shine B, Stevens R. Optimal strategies for monitoring lipid levels in patients at risk or with cardiovascular disease: a systematic review with statistical and cost-effectiveness modelling. Health Technol Assess 2016; 19:1-401, vii-viii. [PMID: 26680162 DOI: 10.3310/hta191000] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Various lipid measurements in monitoring/screening programmes can be used, alone or in cardiovascular risk scores, to guide treatment for prevention of cardiovascular disease (CVD). Because some changes in lipids are due to variability rather than true change, the value of lipid-monitoring strategies needs evaluation. OBJECTIVE To determine clinical value and cost-effectiveness of different monitoring intervals and different lipid measures for primary and secondary prevention of CVD. DATA SOURCES We searched databases and clinical trials registers from 2007 (including the Cochrane Central Register of Controlled Trials, MEDLINE, EMBASE, the Clinical Trials Register, the Current Controlled Trials register, and the Cumulative Index to Nursing and Allied Health Literature) to update and extend previous systematic reviews. Patient-level data from the Clinical Practice Research Datalink and St Luke's Hospital, Japan, were used in statistical modelling. Utilities and health-care costs were drawn from the literature. METHODS In two meta-analyses, we used prospective studies to examine associations of lipids with CVD and mortality, and randomised controlled trials to estimate lipid-lowering effects of atorvastatin doses. Patient-level data were used to estimate progression and variability of lipid measurements over time, and hence to model lipid-monitoring strategies. Results are expressed as rates of true-/false-positive and true-/false-negative tests for high lipid or high CVD risk. We estimated incremental costs per quality-adjusted life-year. RESULTS A total of 115 publications reported strength of association between different lipid measures and CVD events in 138 data sets. The summary adjusted hazard ratio per standard deviation of total cholesterol (TC) to high-density lipoprotein (HDL) cholesterol ratio was 1.25 (95% confidence interval 1.15 to 1.35) for CVD in a primary prevention population but heterogeneity was high (I(2) = 98%); similar results were observed for non-HDL cholesterol, apolipoprotein B and other ratio measures. Associations were smaller for other single lipid measures. Across 10 trials, low-dose atorvastatin (10 and 20 mg) effects ranged from a TC reduction of 0.92 mmol/l to 2.07 mmol/l, and low-density lipoprotein reduction of between 0.88 mmol/l and 1.86 mmol/l. Effects of 40 mg and 80 mg were reported by one trial each. For primary prevention, over a 3-year period, we estimate annual monitoring would unnecessarily treat 9 per 1000 more men (28 vs. 19 per 1000) and 5 per 1000 more women (17 vs. 12 per 1000) than monitoring every 3 years. However, annual monitoring would also undertreat 9 per 1000 fewer men (7 vs. 16 per 1000) and 4 per 1000 fewer women (7 vs. 11 per 1000) than monitoring at 3-year intervals. For secondary prevention, over a 3-year period, annual monitoring would increase unnecessary treatment changes by 66 per 1000 men and 31 per 1000 women, and decrease undertreatment by 29 per 1000 men and 28 per 1000 men, compared with monitoring every 3 years. In cost-effectiveness, strategies with increased screening/monitoring dominate. Exploratory analyses found that any unknown harms of statins would need utility decrements as large as 0.08 (men) to 0.11 (women) per statin user to reverse this finding in primary prevention. LIMITATION Heterogeneity in meta-analyses. CONCLUSIONS While acknowledging known and potential unknown harms of statins, we find that more frequent monitoring strategies are cost-effective compared with others. Regular lipid monitoring in those with and without CVD is likely to be beneficial to patients and to the health service. Future research should include trials of the benefits and harms of atorvastatin 40 and 80 mg, large-scale surveillance of statin safety, and investigation of the effect of monitoring on medication adherence. STUDY REGISTRATION This study is registered as PROSPERO CRD42013003727. FUNDING The National Institute for Health Research Health Technology Assessment programme.
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Affiliation(s)
- Rafael Perera
- National Institute for Health Research School for Primary Care Research, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Emily McFadden
- National Institute for Health Research School for Primary Care Research, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Julie McLellan
- National Institute for Health Research School for Primary Care Research, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Tom Lung
- Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
| | - Philip Clarke
- Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
| | - Teresa Pérez
- National Institute for Health Research School for Primary Care Research, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Thomas Fanshawe
- National Institute for Health Research School for Primary Care Research, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Andrew Dalton
- National Institute for Health Research School for Primary Care Research, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Andrew Farmer
- National Institute for Health Research School for Primary Care Research, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | | | - Osamu Takahashi
- St Luke's International University Center for Clinical Epidemiology, Tokyo, Japan
| | | | - Les Irwig
- Sydney School of Public Health, University of Sydney, Sydney, Australia
| | - Jennifer Hirst
- National Institute for Health Research School for Primary Care Research, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Sarah Stevens
- National Institute for Health Research School for Primary Care Research, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Asuka Leslie
- St Luke's International University Center for Clinical Epidemiology, Tokyo, Japan
| | - Sachiko Ohde
- St Luke's International University Center for Clinical Epidemiology, Tokyo, Japan
| | - Gautam Deshpande
- St Luke's International University Center for Clinical Epidemiology, Tokyo, Japan
| | - Kevin Urayama
- St Luke's International University Center for Clinical Epidemiology, Tokyo, Japan
| | - Brian Shine
- Oxford University Hospitals Trust, Oxford, UK
| | - Richard Stevens
- National Institute for Health Research School for Primary Care Research, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
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Chen Y, Ge W, Parvez F, Bangalore S, Eunus M, Ahmed A, Islam T, Rakibuz-Zaman M, Hasan R, Argos M, Levy D, Sarwar G, Ahsan H. A prospective study of arm circumference and risk of death in Bangladesh. Int J Epidemiol 2014; 43:1187-96. [PMID: 24713183 DOI: 10.1093/ije/dyu082] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Epidemiological studies have observed protective effects of mid-upper arm circumference (MUAC) against all-cause mortality mostly in Western populations. However, evidence on cause-specific mortality is limited. METHODS The sample included 19 575 adults from a population-based cohort study in rural Bangladesh, who were followed up for an average of 7.9 years for mortality. Cox proportional hazards regression was used to evaluate the effect of MUAC, as well as the joint effect of body mass index (BMI) and MUAC, on the risk of death from any cause, cancer and cardiovascular disease (CVD). RESULTS During 154 664 person-years of follow-up, 744 deaths including 312 deaths due to CVD and 125 deaths due to cancer were observed. There was a linear inverse relationship of MUAC with total and CVD mortality. Each 1-cm increase in MUAC was associated a reduced risk of death from any cause [hazard ratio (HR) = 0.85; 95% confidence interval (C), 0.81-0.89) and CVD (HR = 0.87; 95% CI, 0.80-0.94), after controlling for potential confounders. No apparent relationship between MUAC and the risk of death from cancer was observed. Among individuals with a low BMI (<18.5 kg/m(2)), a MUAC less than 24 cm was associated with increased risk for all-cause (HR = 1.81; 95% CI, 1.52-2.17) and CVD mortality (HR = 1.45; 95% CI, 1.11-1.91). CONCLUSIONS MUAC may play a critical role on all-cause and CVD mortality in lean Asians.
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Affiliation(s)
- Yu Chen
- Departments of Population Health and Environmental Medicine, New York University School of Medicine, New York, USA, Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York City, USA, Leon H Charney Division of Cardiology, Department of Medicine, New York University School of Medicine, New York, USA, Columbia University Arsenic Research Project, Dhaka, Bangladesh, Departments of Health Studies, Medicine and Human Genetics and Comprehensive Cancer Center, The University of Chicago, Chicago, IL, USA and Department of Biostatistics, Mailman School of Public Health, Columbia University, New York City, USA
| | - Wenzhen Ge
- Departments of Population Health and Environmental Medicine, New York University School of Medicine, New York, USA, Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York City, USA, Leon H Charney Division of Cardiology, Department of Medicine, New York University School of Medicine, New York, USA, Columbia University Arsenic Research Project, Dhaka, Bangladesh, Departments of Health Studies, Medicine and Human Genetics and Comprehensive Cancer Center, The University of Chicago, Chicago, IL, USA and Department of Biostatistics, Mailman School of Public Health, Columbia University, New York City, USA
| | - Faruque Parvez
- Departments of Population Health and Environmental Medicine, New York University School of Medicine, New York, USA, Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York City, USA, Leon H Charney Division of Cardiology, Department of Medicine, New York University School of Medicine, New York, USA, Columbia University Arsenic Research Project, Dhaka, Bangladesh, Departments of Health Studies, Medicine and Human Genetics and Comprehensive Cancer Center, The University of Chicago, Chicago, IL, USA and Department of Biostatistics, Mailman School of Public Health, Columbia University, New York City, USA
| | - Sripal Bangalore
- Departments of Population Health and Environmental Medicine, New York University School of Medicine, New York, USA, Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York City, USA, Leon H Charney Division of Cardiology, Department of Medicine, New York University School of Medicine, New York, USA, Columbia University Arsenic Research Project, Dhaka, Bangladesh, Departments of Health Studies, Medicine and Human Genetics and Comprehensive Cancer Center, The University of Chicago, Chicago, IL, USA and Department of Biostatistics, Mailman School of Public Health, Columbia University, New York City, USA
| | - Mahbub Eunus
- Departments of Population Health and Environmental Medicine, New York University School of Medicine, New York, USA, Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York City, USA, Leon H Charney Division of Cardiology, Department of Medicine, New York University School of Medicine, New York, USA, Columbia University Arsenic Research Project, Dhaka, Bangladesh, Departments of Health Studies, Medicine and Human Genetics and Comprehensive Cancer Center, The University of Chicago, Chicago, IL, USA and Department of Biostatistics, Mailman School of Public Health, Columbia University, New York City, USA
| | - Alauddin Ahmed
- Departments of Population Health and Environmental Medicine, New York University School of Medicine, New York, USA, Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York City, USA, Leon H Charney Division of Cardiology, Department of Medicine, New York University School of Medicine, New York, USA, Columbia University Arsenic Research Project, Dhaka, Bangladesh, Departments of Health Studies, Medicine and Human Genetics and Comprehensive Cancer Center, The University of Chicago, Chicago, IL, USA and Department of Biostatistics, Mailman School of Public Health, Columbia University, New York City, USA
| | - Tariqul Islam
- Departments of Population Health and Environmental Medicine, New York University School of Medicine, New York, USA, Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York City, USA, Leon H Charney Division of Cardiology, Department of Medicine, New York University School of Medicine, New York, USA, Columbia University Arsenic Research Project, Dhaka, Bangladesh, Departments of Health Studies, Medicine and Human Genetics and Comprehensive Cancer Center, The University of Chicago, Chicago, IL, USA and Department of Biostatistics, Mailman School of Public Health, Columbia University, New York City, USA
| | - Muhammad Rakibuz-Zaman
- Departments of Population Health and Environmental Medicine, New York University School of Medicine, New York, USA, Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York City, USA, Leon H Charney Division of Cardiology, Department of Medicine, New York University School of Medicine, New York, USA, Columbia University Arsenic Research Project, Dhaka, Bangladesh, Departments of Health Studies, Medicine and Human Genetics and Comprehensive Cancer Center, The University of Chicago, Chicago, IL, USA and Department of Biostatistics, Mailman School of Public Health, Columbia University, New York City, USA
| | - Rabiul Hasan
- Departments of Population Health and Environmental Medicine, New York University School of Medicine, New York, USA, Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York City, USA, Leon H Charney Division of Cardiology, Department of Medicine, New York University School of Medicine, New York, USA, Columbia University Arsenic Research Project, Dhaka, Bangladesh, Departments of Health Studies, Medicine and Human Genetics and Comprehensive Cancer Center, The University of Chicago, Chicago, IL, USA and Department of Biostatistics, Mailman School of Public Health, Columbia University, New York City, USA
| | - Maria Argos
- Departments of Population Health and Environmental Medicine, New York University School of Medicine, New York, USA, Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York City, USA, Leon H Charney Division of Cardiology, Department of Medicine, New York University School of Medicine, New York, USA, Columbia University Arsenic Research Project, Dhaka, Bangladesh, Departments of Health Studies, Medicine and Human Genetics and Comprehensive Cancer Center, The University of Chicago, Chicago, IL, USA and Department of Biostatistics, Mailman School of Public Health, Columbia University, New York City, USA
| | - Diane Levy
- Departments of Population Health and Environmental Medicine, New York University School of Medicine, New York, USA, Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York City, USA, Leon H Charney Division of Cardiology, Department of Medicine, New York University School of Medicine, New York, USA, Columbia University Arsenic Research Project, Dhaka, Bangladesh, Departments of Health Studies, Medicine and Human Genetics and Comprehensive Cancer Center, The University of Chicago, Chicago, IL, USA and Department of Biostatistics, Mailman School of Public Health, Columbia University, New York City, USA
| | - Golam Sarwar
- Departments of Population Health and Environmental Medicine, New York University School of Medicine, New York, USA, Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York City, USA, Leon H Charney Division of Cardiology, Department of Medicine, New York University School of Medicine, New York, USA, Columbia University Arsenic Research Project, Dhaka, Bangladesh, Departments of Health Studies, Medicine and Human Genetics and Comprehensive Cancer Center, The University of Chicago, Chicago, IL, USA and Department of Biostatistics, Mailman School of Public Health, Columbia University, New York City, USA
| | - Habibul Ahsan
- Departments of Population Health and Environmental Medicine, New York University School of Medicine, New York, USA, Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York City, USA, Leon H Charney Division of Cardiology, Department of Medicine, New York University School of Medicine, New York, USA, Columbia University Arsenic Research Project, Dhaka, Bangladesh, Departments of Health Studies, Medicine and Human Genetics and Comprehensive Cancer Center, The University of Chicago, Chicago, IL, USA and Department of Biostatistics, Mailman School of Public Health, Columbia University, New York City, USA
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