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Xu LL, Lin Y, Han LY, Wang Y, Li JJ, Dai XY. Development and validation of a prediction model for early screening of people at high risk for colorectal cancer. World J Gastroenterol 2024; 30:450-461. [PMID: 38414586 PMCID: PMC10895599 DOI: 10.3748/wjg.v30.i5.450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 12/19/2023] [Accepted: 01/12/2024] [Indexed: 01/31/2024] Open
Abstract
BACKGROUND Colorectal cancer (CRC) is a serious threat worldwide. Although early screening is suggested to be the most effective method to prevent and control CRC, the current situation of early screening for CRC is still not optimistic. In China, the incidence of CRC in the Yangtze River Delta region is increasing dramatically, but few studies have been conducted. Therefore, it is necessary to develop a simple and efficient early screening model for CRC. AIM To develop and validate an early-screening nomogram model to identify individuals at high risk of CRC. METHODS Data of 64448 participants obtained from Ningbo Hospital, China between 2014 and 2017 were retrospectively analyzed. The cohort comprised 64448 individuals, of which, 530 were excluded due to missing or incorrect data. Of 63918, 7607 (11.9%) individuals were considered to be high risk for CRC, and 56311 (88.1%) were not. The participants were randomly allocated to a training set (44743) or validation set (19175). The discriminatory ability, predictive accuracy, and clinical utility of the model were evaluated by constructing and analyzing receiver operating characteristic (ROC) curves and calibration curves and by decision curve analysis. Finally, the model was validated internally using a bootstrap resampling technique. RESULTS Seven variables, including demographic, lifestyle, and family history information, were examined. Multifactorial logistic regression analysis revealed that age [odds ratio (OR): 1.03, 95% confidence interval (CI): 1.02-1.03, P < 0.001], body mass index (BMI) (OR: 1.07, 95%CI: 1.06-1.08, P < 0.001), waist circumference (WC) (OR: 1.03, 95%CI: 1.02-1.03 P < 0.001), lifestyle (OR: 0.45, 95%CI: 0.42-0.48, P < 0.001), and family history (OR: 4.28, 95%CI: 4.04-4.54, P < 0.001) were the most significant predictors of high-risk CRC. Healthy lifestyle was a protective factor, whereas family history was the most significant risk factor. The area under the curve was 0.734 (95%CI: 0.723-0.745) for the final validation set ROC curve and 0.735 (95%CI: 0.728-0.742) for the training set ROC curve. The calibration curve demonstrated a high correlation between the CRC high-risk population predicted by the nomogram model and the actual CRC high-risk population. CONCLUSION The early-screening nomogram model for CRC prediction in high-risk populations developed in this study based on age, BMI, WC, lifestyle, and family history exhibited high accuracy.
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Affiliation(s)
- Ling-Li Xu
- Department of General Surgery, Ningbo No. 2 Hospital, Ningbo 315000, Zhejiang Province, China
| | - Yi Lin
- Center for Health Economics, Faculty of Humanities and Social Sciences, University of Nottingham, Ningbo 315100, Zhejiang Province, China
| | - Li-Yuan Han
- Department of Global Health, Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo 315000, Zhejiang Province, China
| | - Yue Wang
- School of Public Health, Medical College of Soochow University, Suzhou 215123, Jiangsu Province, China
| | - Jian-Jiong Li
- Department of General Surgery, Ningbo No. 2 Hospital, Ningbo 315000, Zhejiang Province, China
| | - Xiao-Yu Dai
- Department of General Surgery, Ningbo No. 2 Hospital, Ningbo 315000, Zhejiang Province, China
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Valenzuela PL, Carrera-Bastos P, Castillo-García A, Lieberman DE, Santos-Lozano A, Lucia A. Obesity and the risk of cardiometabolic diseases. Nat Rev Cardiol 2023; 20:475-494. [PMID: 36927772 DOI: 10.1038/s41569-023-00847-5] [Citation(s) in RCA: 53] [Impact Index Per Article: 53.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/08/2023] [Indexed: 03/18/2023]
Abstract
The prevalence of obesity has reached pandemic proportions, and now approximately 25% of adults in Westernized countries have obesity. Recognized as a major health concern, obesity is associated with multiple comorbidities, particularly cardiometabolic disorders. In this Review, we present obesity as an evolutionarily novel condition, summarize the epidemiological evidence on its detrimental cardiometabolic consequences and discuss the major mechanisms involved in the association between obesity and the risk of cardiometabolic diseases. We also examine the role of potential moderators of this association, with evidence for and against the so-called 'metabolically healthy obesity phenotype', the 'fatness but fitness' paradox or the 'obesity paradox'. Although maintenance of optimal cardiometabolic status should be a primary goal in individuals with obesity, losing body weight and, particularly, excess visceral adiposity seems to be necessary to minimize the risk of cardiometabolic diseases.
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Affiliation(s)
- Pedro L Valenzuela
- Physical Activity and Health Research Group (PaHerg), Research Institute of Hospital 12 de Octubre ("i + 12"), Madrid, Spain.
- Department of Systems Biology, University of Alcalá, Alcalá de Henares, Spain.
| | - Pedro Carrera-Bastos
- Center for Primary Health Care Research, Department of Clinical Sciences, Lund University, Malmö, Sweden
- Faculty of Sport Sciences, Universidad Europea de Madrid, Madrid, Spain
| | | | - Daniel E Lieberman
- Department of Human Evolutionary Biology, Harvard University, Cambridge, MA, USA
| | - Alejandro Santos-Lozano
- Physical Activity and Health Research Group (PaHerg), Research Institute of Hospital 12 de Octubre ("i + 12"), Madrid, Spain
- Department of Health Sciences, European University Miguel de Cervantes, Valladolid, Spain
| | - Alejandro Lucia
- Faculty of Sport Sciences, Universidad Europea de Madrid, Madrid, Spain.
- CIBER of Frailty and Healthy Aging (CIBERFES), Madrid, Spain.
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Yuan R, Chen J, Zhang S, Zhang X, Yu J. Establishment of an Individual-Specific Nomogram for Predicting the Risk of Left Ventricular Hypertrophy in Chinese Postmenopausal Hypertensive Women. Medicina (B Aires) 2023; 59:medicina59030598. [PMID: 36984599 PMCID: PMC10058473 DOI: 10.3390/medicina59030598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 03/11/2023] [Accepted: 03/14/2023] [Indexed: 03/22/2023] Open
Abstract
Background and Objectives: The physiological phenomenon peculiar to women, namely menopause, makes the occurrence of left ventricular hypertrophy (LVH) in postmenopausal hypertensive women more characteristic. Less is known about the risk of developing LVH in Chinese postmenopausal hypertensive women. Thus, the present study was intended to design a nomogram for predicting the risk of developing LVH in Chinese postmenopausal hypertensive women. Materials and Methods: Postmenopausal hypertensive women aged between 49 and 68 years were divided into either the training set (n = 550) or the validation set (n = 284) in a 2:1 ratio. Patients in the validation set were followed up for one year. A stepwise multivariable logistic regression model was used to assess the predictors of LVH in postmenopausal women with hypertension. The best-fit nomogram was executed using R software. The calibration and decision curve were employed to verify the predictive accuracy of the nomogram. The results were evaluated in the validation set. Results: Menopause age (OR = 0.929, 95% CI 0.866–0.998, p = 0.044), BMI (OR = 1.067, 95% CI 1.019–1.116, p = 0.005), morning systolic blood pressure (SBP: OR = 1.050, 95% CI 1.032–1.069, p = 0.000), morning diastolic BP (DBP OR = 1.055, 95% CI 1.028–1.083, p = 0.003), angiotensin II receptor blocker (ARB) utilization rate (OR = 0.219, 95% CI 0.131–0.365, p = 0.000), LDL-C (OR = 1.460, 95% CI 1.090–1.954, p = 0.011) and cardio-ankle vascular index (CAVI) (OR = 1.415, 95% CI 1.139–1.757, p = 0.028) were associated with LVH in postmenopausal hypertension patients. The nomogram model was then developed using these variables. The internal validation trial showed that the nomogram model described herein had good performance in discriminating a C-index of 0.881 (95% CI: 0.837–0.924) and high quality of calibration plots. External validation of LVH-predictive nomogram results showed that the area under the ROC curve was 0.903 (95%CI 0.900–0.907). Conclusions: Our results indicate that the risk prediction nomogram model based on menopausal age, BMI, morning SBP, morning DBP, ARB utilization rate, LDL-C and CAVI has good accuracy and may provide useful references for the medical staff in the intuitive and individualized risk assessment in clinical practice.
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Zhou K, Xiang J, Li GY, Pu XB, Zhang L. Body composition and mortality in a cohort study of Chinese patients with hypertrophic cardiomyopathy. Front Cardiovasc Med 2023; 10:988274. [PMID: 37008327 PMCID: PMC10050713 DOI: 10.3389/fcvm.2023.988274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 02/27/2023] [Indexed: 03/17/2023] Open
Abstract
ObjectiveTo analyse the characteristics and mortality of hypertrophic cardiomyopathy (HCM) patients with different body compositions.MethodsIn this study, 530 consecutive patients with HCM at West China Hospital were studied from November 2008 to May 2016. An equation based on body mass index (BMI) was used to obtain the Percent body fat (BF) and lean mass index (LMI). Patients were divided into five sex-specific BMI, BF and LMI quintiles.ResultsThe average BMI, BF and LMI were 23.1 ± 3.2 kg/m2, 28.1 ± 7.3% and 16.5 ± 2.2 kg/m2, respectively. Patients with higher BMI or BF were older and had more symptoms and adverse cardiovascular conditions; those with higher LMI were younger and had less coronary artery disease and lower serum NT-proBNP and creatine. BF correlated positively with resting left ventricular (LV) outflow tract gradient, mitral regurgitation (MR) degree and left atrial diameter but was inversely associated with septal wall thickness (SWT), posterior wall thickness (PWT), LV mass, and E/A ratio; LMI was positively correlated with SWT, LV end diastolic volume and LV mass but was negatively associated with MR degree.48 all-cause deaths occurred during a median follow-up of 33.8 months. Reversed J-shape associations of BMI and LMI with mortality were observed. A lower BMI or LMI was significantly associated with high mortality, especially for low-moderate BMI and LMI. No significant difference in mortality was found across BF quintiles.ConclusionsThe associations of BMI, BF and LMI with baseline characteristics and cardiac remodelling are different in HCM patients. In Chinese HCM patients, low BMI and LMI predicted mortality but not BF.
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Affiliation(s)
- Ke Zhou
- Cardiology Department, Affiliated Minda Hospital of Hubei Minzu University, Enshi, China
| | - Jie Xiang
- Cardiac Pacing and Electrophysiological Department, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
- Xinjiang Key Laboratory of Cardiac Electrophysiology and Cardiac Remodeling, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Guo-yong Li
- Cardiology Department, West China Hospital, Sichuan University, Chengdu, China
| | - Xiao-bo Pu
- Cardiology Department, West China Hospital, Sichuan University, Chengdu, China
| | - Li Zhang
- Cardiology Department, Affiliated Minda Hospital of Hubei Minzu University, Enshi, China
- Correspondence: Li Zhang
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Murlasits Z, Kupai K, Kneffel Z. Role of physical activity and cardiorespiratory fitness in metabolically healthy obesity: a narrative review. BMJ Open Sport Exerc Med 2022; 8:e001458. [PMID: 36484059 PMCID: PMC9723844 DOI: 10.1136/bmjsem-2022-001458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/23/2022] [Indexed: 12/11/2022] Open
Abstract
Obesity has been associated with a multitude of metabolic disorders, often clustering with risk factors of cardiovascular disease and type 2 diabetes mellitus, hypertension, dyslipidaemia. Overall, obesity is a worldwide, growing health concern. However, a subgroup of obese individuals with a low burden of metabolic abnormalities have been identified and described as metabolically healthy obese (MHO). Whether the MHO phenotype is protective against obesity-related metabolic disorders in the long-term is presently unclear, and current research examining the potential transition has yielded inconsistent results. In this current narrative review, we aim to provide insights on the role of physical activity (PA) and cardiorespiratory fitness (CRF) in MHO. Lifestyle factors such as PA and CRF may influence the MHO phenotype. Limited studies have characterised energy expenditure and CRF in MHO and metabolically unhealthy obese. However, higher levels of PA, less sedentary behaviour and higher CRF have been observed in MHO individuals. Considering the multiple benefits of PA, it is high time to advocate this lifestyle change beyond its influence on energy balance in a weight loss programme to improve cardiovascular and metabolic risk factors irrespective of body weight and fat mass changes. Improved CRF via increased PA, especially exercise participation, while avoiding weight gain is not only a realistic goal, but should be the primary intervention for MHO populations to prevent the transition to an abnormal metabolic state.
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Affiliation(s)
- Zsolt Murlasits
- Institute of Sport Science and Physical Education, University of Pécs, Pecs, Hungary
| | - Krisztina Kupai
- Department of Internal Medicine, University of Szeged, Szeged, Hungary
| | - Zsuzsanna Kneffel
- Department of Health Sciences and Sport Medicine, Hungarian University of Sports Science, Budapest, Hungary
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Rozanski A, Gransar H, Hayes SW, Friedman JD, Thomson LEJ, Lavie CJ, Berman DS. Synergistic Assessment of Mortality Risk According to Body Mass Index and Exercise Ability and Capacity in Patients Referred for Radionuclide Stress Testing. Mayo Clin Proc 2021; 96:3001-3011. [PMID: 34311969 DOI: 10.1016/j.mayocp.2021.05.021] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Accepted: 05/11/2021] [Indexed: 01/07/2023]
Abstract
OBJECTIVE To determine the interrelationship between body mass index (BMI), mode of stress testing (exercise or pharmacological), exercise capacity, and all-cause mortality in patients referred for stress-rest single photon emission computed tomography myocardial perfusion imaging. PATIENTS AND METHODS We evaluated all-cause mortality in 21,638 patients undergoing stress-rest single photon emission computed tomography myocardial perfusion imaging between January 2, 1991, and December 31, 2012. Patients were divided into exercise and pharmacologically tested groups and 9 BMI categories. The median follow-up was 12.8 years (range, 5.0-26.8 years). RESULTS In exercise patients, mortality was increased with both low and high BMI vs patients with a normal referent BMI of 22.5 to 24.9 kg/m2. In pharmacologically tested patients, only low BMI, but not high BMI, was associated with increased mortality vs normal BMI. When exercise and pharmacologically tested groups were compared directly, pharmacologically tested patients manifested a marked increase in mortality risk vs exercise patients within each BMI category, ranging from an approximately 4-fold increase in mortality in those with normal or high BMI to a 12.3-fold increase in those with low BMI values. Similar findings were observed in a cohort of 4804 exercise and 4804 pharmacologically tested patients matched to have similar age and coronary artery disease risk factor profiles. In exercise patients, further risk stratification was achieved when considering both BMI and metabolic equivalent tasks of achieved exercise. CONCLUSION The combined assessment of BMI and exercise ability and capacity provides synergistic and marked risk stratification of future mortality risk in patients referred for radionuclide stress testing, providing considerable insights into the "obesity paradox" that is observed in populations referred for stress testing.
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Affiliation(s)
- Alan Rozanski
- Department of Cardiology, Mount Sinai Morningside Hospital, Mount Sinai Heart, Icahn School of Medicine at Mount Sinai, New York, NY; Department of Imaging and Department of Medicine, Burns and Allen Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA.
| | - Heidi Gransar
- Department of Imaging and Department of Medicine, Burns and Allen Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Sean W Hayes
- Department of Imaging and Department of Medicine, Burns and Allen Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA
| | - John D Friedman
- Department of Imaging and Department of Medicine, Burns and Allen Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Louise E J Thomson
- Department of Imaging and Department of Medicine, Burns and Allen Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Carl J Lavie
- Department of Cardiovascular Diseases, John Ochsner Heart and Vascular Institute, Ochsner Clinical School-the UQ School of Medicine, New Orleans, LA
| | - Daniel S Berman
- Department of Imaging and Department of Medicine, Burns and Allen Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA
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Bowman PRT, Smith GL, Gould GW. Run for your life: can exercise be used to effectively target GLUT4 in diabetic cardiac disease? PeerJ 2021; 9:e11485. [PMID: 34113491 PMCID: PMC8162245 DOI: 10.7717/peerj.11485] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Accepted: 04/27/2021] [Indexed: 12/25/2022] Open
Abstract
The global incidence, associated mortality rates and economic burden of diabetes are now such that it is considered one of the most pressing worldwide public health challenges. Considerable research is now devoted to better understanding the mechanisms underlying the onset and progression of this disease, with an ultimate aim of improving the array of available preventive and therapeutic interventions. One area of particular unmet clinical need is the significantly elevated rate of cardiomyopathy in diabetic patients, which in part contributes to cardiovascular disease being the primary cause of premature death in this population. This review will first consider the role of metabolism and more specifically the insulin sensitive glucose transporter GLUT4 in diabetic cardiac disease, before addressing how we may use exercise to intervene in order to beneficially impact key functional clinical outcomes.
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Affiliation(s)
- Peter R T Bowman
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, United Kingdom
| | - Godfrey L Smith
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Gwyn W Gould
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, United Kingdom
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Tarp J, Grøntved A, Sanchez‐Lastra MA, Dalene KE, Ding D, Ekelund U. Fitness, Fatness, and Mortality in Men and Women From the UK Biobank: Prospective Cohort Study. J Am Heart Assoc 2021; 10:e019605. [PMID: 33715383 PMCID: PMC8174221 DOI: 10.1161/jaha.120.019605] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 01/19/2021] [Indexed: 12/20/2022]
Abstract
Background Cardiorespiratory fitness may moderate the association between obesity and all-cause mortality (ie, the "fat-but-fit" hypothesis), but unaddressed sources of bias are a concern. Methods and Results Cardiorespiratory fitness was estimated as watts per kilogram from a submaximal bicycle test in 77 169 men and women from the UK Biobank cohort and combined with World Health Organization standard body mass index categories, yielding 9 unique fitness-fatness combinations. We also formed fitness-fatness combinations based on bioimpedance as a direct measure of body composition. All-cause mortality was ascertained from death registries. Multivariable-adjusted Cox regression models were used to estimate hazard ratios and 95% CIs. We examined the association between fitness-fatness combinations and all-cause mortality in models with progressively more conservative approaches for accounting for reverse causation, misclassification of body composition, and confounding. Over a median follow-up of 7.7 years, 1731 participants died. In our base model, unfit men and women had higher risk of premature mortality irrespective of levels of adiposity, compared with the normal weight-fit reference. This pattern was attenuated but maintained with more conservative approaches in men, but not in women. In analysis stratified by sex and excluding individuals with prevalent major chronic disease and short follow-up and using direct measures of body composition, mortality risk was 1.78 (95% CI, 1.17-2.71) times higher in unfit-obese men but not higher in obese-fit men (0.94 [95% CI, 0.60-1.48]). In contrast, there was no increased risk in obese-unfit women (1.09 [95% CI, 0.44-1.05]) as compared with the reference. Conclusions Cardiorespiratory fitness modified the association between obesity and mortality in men, but this pattern appeared susceptible to biases in women.
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Affiliation(s)
- Jakob Tarp
- Department of Sports MedicineNorwegian School of Sports SciencesOsloNorway
| | - Anders Grøntved
- Research Unit for Exercise EpidemiologyCentre of Research in Childhood HealthDepartment of Sports Science and Clinical BiomechanicsUniversity of Southern DenmarkOdenseDenmark
| | - Miguel A. Sanchez‐Lastra
- Department of Special DidacticsFaculty of Educational Sciences and SportsUniversity of VigoPontevedraSpain
| | - Knut Eirik Dalene
- Department of Sports MedicineNorwegian School of Sports SciencesOsloNorway
| | - Ding Ding
- Prevention Research CollaborationSydney School of Public HealthThe University of SydneyCamperdownNew South WalesAustralia
| | - Ulf Ekelund
- Department of Sports MedicineNorwegian School of Sports SciencesOsloNorway
- Department of Chronic Diseases and AgeingNorwegian Institute of Public HealthOsloNorway
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Kamil-Rosenberg S, Kokkinos P, Grune de Souza e Silva C, Yee WLS, Abella J, Chan K, Myers J. Association between cardiorespiratory fitness, obesity, and incidence of atrial fibrillation. IJC HEART & VASCULATURE 2020; 31:100663. [PMID: 33145394 PMCID: PMC7596185 DOI: 10.1016/j.ijcha.2020.100663] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 09/29/2020] [Accepted: 10/12/2020] [Indexed: 01/29/2023]
Abstract
BACKGROUND The interaction between cardiorespiratory fitness (CRF) and incidence of atrial fibrillation (AF) and the interaction between obesity and incidence of AF have been explored separately. Therefore, we evaluated the association between CRF, body mass index (BMI), and risk of developing AF in a cohort of middle-aged and older US Veterans. METHODS Symptom limited exercise tests (ETT) were conducted among 16,397 Veterans (97% male) from January 9,1987 to December 31,2017. No history of AF was evident at the time of the ETTs. CRF was expressed as quartiles of peak metabolic equivalents (METs) achieved within each age decile. Weight status was classified as normal (BMI < 25 kg/m2), overweight (BMI 25-30 kg/m2), obese (BMI 30-35 kg/m2), or severely obese (BMI > 35 kg/m2). Multivariable Cox proportional hazards regression models were used to compare the association between BMI, CRF categories, and incidence of AF. RESULTS Over a median follow-up of 10.7 years, 2,155 (13.1%) developed AF. Obese and severely obese subjects had 13% and 32% higher risks for incidence of AF, respectively, vs. normal weight subjects. Overweight and obese subjects in the most fit quartile had 50% decline in AF risk compared to the least-fit subjects. Severely obese subjects had marked increases in AF risk (~50-60%) regardless of fitness level. Risk of developing AF increases with higher BMI and lower CRF. CONCLUSION Improving CRF should be advocated when assessing those at risk for developing AF.
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Key Words
- AF, Atrial fibrillation
- Arrhythmias
- BMI
- BMI, Body mass index
- CPRS, Computerized patient record system
- CRF, Cardiorespiratory fitness
- CVD, Cardiovascular disease
- Cardiopulmonary fitness
- DM, Diabetes mellitus
- ETT, Exercise tolerance test
- HR, Hazard ratio
- HTN, Hypertension
- MET, Metabolic equivalent
- PA, Physical activity
- Risk factors
- VA, Veterans affairs
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Affiliation(s)
- Shirit Kamil-Rosenberg
- Cardiology Division, Veterans Affairs Palo Alto Health Care System and Stanford University, Stanford, CA, United States
| | - Peter Kokkinos
- Cardiology Division, Veterans Affairs Medical Center, Washington, DC and Georgetown University School of Medicine, Washington, DC, United States
| | | | - Win Leth Shwe Yee
- Cardiology Division, Veterans Affairs Palo Alto Health Care System and Stanford University, Stanford, CA, United States
| | - Joshua Abella
- Cardiology Division, Veterans Affairs Palo Alto Health Care System and Stanford University, Stanford, CA, United States
| | - Khin Chan
- Cardiology Division, Veterans Affairs Palo Alto Health Care System and Stanford University, Stanford, CA, United States
| | - Jonathan Myers
- Cardiology Division, Veterans Affairs Palo Alto Health Care System and Stanford University, Stanford, CA, United States
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MacDonald TL, Pattamaprapanont P, Pathak P, Fernandez N, Freitas EC, Hafida S, Mitri J, Britton SL, Koch LG, Lessard SJ. Hyperglycaemia is associated with impaired muscle signalling and aerobic adaptation to exercise. Nat Metab 2020; 2:902-917. [PMID: 32694831 PMCID: PMC8278496 DOI: 10.1038/s42255-020-0240-7] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Accepted: 06/12/2020] [Indexed: 12/11/2022]
Abstract
Increased aerobic exercise capacity, as a result of exercise training, has important health benefits. However, some individuals are resistant to improvements in exercise capacity, probably due to undetermined genetic and environmental factors. Here, we show that exercise-induced improvements in aerobic capacity are blunted and aerobic remodelling of skeletal muscle is impaired in several animal models associated with chronic hyperglycaemia. Our data point to chronic hyperglycaemia as a potential negative regulator of aerobic adaptation, in part, via glucose-mediated modifications of the extracellular matrix, impaired vascularization and aberrant mechanical signalling in muscle. We also observe low exercise capacity and enhanced c-Jun N-terminal kinase activation in response to exercise in humans with impaired glucose tolerance. Our work indicates that current shifts in dietary and metabolic health, associated with increasing incidence of hyperglycaemia, might impair muscular and organismal adaptations to exercise training, including aerobic capacity as one of its key health outcomes.
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Affiliation(s)
- Tara L MacDonald
- Research Division, Joslin Diabetes Center, Boston, MA, USA
- Harvard Medical School, Harvard University, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Pattarawan Pattamaprapanont
- Research Division, Joslin Diabetes Center, Boston, MA, USA
- Harvard Medical School, Harvard University, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Prerana Pathak
- Research Division, Joslin Diabetes Center, Boston, MA, USA
| | | | - Ellen C Freitas
- School of Physical Education and Sport, University of São Paulo, Ribeirão Preto, Brazil
| | - Samar Hafida
- Research Division, Joslin Diabetes Center, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Joanna Mitri
- Research Division, Joslin Diabetes Center, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Steven L Britton
- Department of Molecular and Integrative Physiology, and Department of Anesthesiology, University of Michigan, Ann Arbor, MI, USA
| | - Lauren G Koch
- Department of Physiology and Pharmacology, The University of Toledo, Toledo, OH, USA
| | - Sarah J Lessard
- Research Division, Joslin Diabetes Center, Boston, MA, USA.
- Harvard Medical School, Harvard University, Boston, MA, USA.
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
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Huang S, Xie X, Sun Y, Zhang T, Cai Y, Xu X, Li H, Wu S. Development of a nomogram that predicts the risk for coronary atherosclerotic heart disease. Aging (Albany NY) 2020; 12:9427-9439. [PMID: 32421687 PMCID: PMC7288976 DOI: 10.18632/aging.103216] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2020] [Accepted: 04/17/2020] [Indexed: 02/06/2023]
Abstract
Studies seldom combine biological, behavioral and psychological factors to estimate coronary atherosclerotic heart disease (CHD) risk. Here, we evaluated the associations between these factors and CHD to develop a predictive nomogram to identify those at high risk of CHD. This case-control study included 4392 participants (1578 CHD cases and 2814 controls) in southeast China. Thirty-three biological, behavioral and psychological variables were evaluated. Following multivariate logistic regression analysis, which revealed eight risk factors associated with CHD, a predictive nomogram was developed based on a final model that included the three non-modifiable (sex, age and family history of CHD) and five modifiable (hypertension, hyperlipidemia, diabetes, recent experience of a major traumatic event, and anxiety) variables. The higher total nomogram score, the greater the CHD risk. Final model accuracy (as estimated from the area under the receiver operating characteristic curve) was 0.726 (95% confidence interval: 0.709-0.747). Validation analysis confirmed the high accuracy of the nomogram. High risk of CHD was associated with several biological, behavioral and psychological factors. We have thus developed an intuitive nomogram that could facilitate development of preliminary prevention strategies for CHD.
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Affiliation(s)
- Shuna Huang
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou 350122, China
| | - Xiaoxu Xie
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou 350122, China
| | - Yi Sun
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou 350122, China
| | - Tingxing Zhang
- Department of Cardiology, The First Affiliated Hospital of Fujian Medical University, Fuzhou 350005, China
| | - Yingying Cai
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou 350122, China
| | - Xingyan Xu
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou 350122, China
| | - Huangyuan Li
- Department of Preventive Medicine, School of Public Health, Fujian Medical University, Fuzhou 350122, China
| | - Siying Wu
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou 350122, China
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12
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Mechanick JI, Farkouh ME, Newman JD, Garvey WT. Cardiometabolic-Based Chronic Disease, Addressing Knowledge and Clinical Practice Gaps: JACC State-of-the-Art Review. J Am Coll Cardiol 2020; 75:539-555. [PMID: 32029137 PMCID: PMC8168371 DOI: 10.1016/j.jacc.2019.11.046] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Revised: 11/06/2019] [Accepted: 11/17/2019] [Indexed: 02/07/2023]
Abstract
In the second part of this JACC State-of-the-Art Review, an early and sustainable preventive care plan is described for cardiometabolic-based chronic disease. This plan can improve cardiometabolic health by targeting early mechanistic events to decrease the risk for certain cardiovascular diseases (e.g., coronary heart disease, heart failure, and atrial fibrillation). Included are various prevention modalities, intensive lifestyle interventions, pharmacotherapy and cardiovascular outcome trial evidence, and bariatric/metabolic procedures. A tactical approach of implementing published clinical practice guidelines/algorithms for early behavioral, adiposity, and dysglycemia targeting is emphasized, as well as relevant educational and research implications.
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Affiliation(s)
- Jeffrey I Mechanick
- Zena and Michael A. Wiener Cardiovascular Institute/Marie-Josée and Henry R. Kravis Center for Cardiovascular Health, Icahn School of Medicine at Mount Sinai, New York, New York.
| | - Michael E Farkouh
- Peter Munk Cardiac Centre and the Heart and Stroke Richard Lewar Centre, University of Toronto, Toronto, Ontario, Canada
| | - Jonathan D Newman
- Division of Cardiology and Center for the Prevention of Cardiovascular Disease, Department of Medicine, New York University Medical Center, New York, New York
| | - W Timothy Garvey
- Department of Nutrition Sciences and Diabetes Research Center, University of Alabama at Birmingham, Birmingham, Alabama; Geriatric Research Education and Clinical Center, Birmingham VA Medical Center, Birmingham, Alabama
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13
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Zaccardi F, Franks PW, Dudbridge F, Davies MJ, Khunti K, Yates T. Mortality risk comparing walking pace to handgrip strength and a healthy lifestyle: A UK Biobank study. Eur J Prev Cardiol 2019; 28:704-712. [PMID: 34247229 DOI: 10.1177/2047487319885041] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Accepted: 10/07/2019] [Indexed: 12/12/2022]
Abstract
AIMS Brisk walking and a greater muscle strength have been associated with a longer life; whether these associations are influenced by other lifestyle behaviours, however, is less well known. METHODS Information on usual walking pace (self-defined as slow, steady/average, or brisk), dynamometer-assessed handgrip strength, lifestyle behaviours (physical activity, TV viewing, diet, alcohol intake, sleep and smoking) and body mass index was collected at baseline in 450,888 UK Biobank study participants. We estimated 10-year standardised survival for individual and combined lifestyle behaviours and body mass index across levels of walking pace and handgrip strength. RESULTS Over a median follow-up of 7.0 years, 3808 (1.6%) deaths in women and 6783 (3.2%) in men occurred. Brisk walkers had a survival advantage over slow walkers, irrespective of the degree of engagement in other lifestyle behaviours, except for smoking. Estimated 10-year survival was higher in brisk walkers who otherwise engaged in an unhealthy lifestyle compared to slow walkers who engaged in an otherwise healthy lifestyle: 97.1% (95% confidence interval: 96.9-97.3) vs 95.0% (94.6-95.4) in women; 94.8% (94.7-95.0) vs 93.7% (93.3-94.2) in men. Body mass index modified the association between walking pace and survival in men, with the largest survival benefits of brisk walking observed in underweight participants. Compared to walking pace, for handgrip strength there was more overlap in 10-year survival across lifestyle behaviours. CONCLUSION Except for smoking, brisk walkers with an otherwise unhealthy lifestyle have a lower mortality risk than slow walkers with an otherwise healthy lifestyle.
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Affiliation(s)
| | - Paul W Franks
- Department of Clinical Sciences, Lund University, Sweden.,Umeå University, Sweden
| | | | - Melanie J Davies
- Diabetes Research Centre, University of Leicester, UK.,National Institute for Health Research (NIHR) Leicester Biomedical Research Centre, University of Leicester, UK
| | - Kamlesh Khunti
- Diabetes Research Centre, University of Leicester, UK.,NIHR Collaboration for Leadership in Applied Health Research and Care (CLAHRC)-East Midlands, University of Leicester, UK
| | - Thomas Yates
- Diabetes Research Centre, University of Leicester, UK.,National Institute for Health Research (NIHR) Leicester Biomedical Research Centre, University of Leicester, UK
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Abstract
Background: Cardiac rupture (CR) is a major lethal complication of acute myocardial infarction (AMI). However, no valid risk score model was found to predict CR after AMI in previous researches. This study aimed to establish a simple model to assess risk of CR after AMI, which could be easily used in a clinical environment. Methods: This was a retrospective case-control study that included 53 consecutive patients with CR after AMI during a period from January 1, 2010 to December 31, 2017. The controls included 524 patients who were selected randomly from 7932 AMI patients without CR at a 1:10 ratio. Risk factors for CR were identified using univariate analysis and multivariate logistic regression. Risk score model was developed based on multiple regression coefficients. Performance of risk model was evaluated using receiver-operating characteristic (ROC) curves and internal validity was explored using bootstrap analysis. Results: Among all 7985 AMI patients, 53 (0.67%) had CR (free wall rupture, n = 39; ventricular septal rupture, n = 14). Hospital mortalities were 92.5% and 4.01% in patients with and without CR (P < 0.001). Independent variables associated with CR included: older age, female gender, higher heart rate at admission, body mass index (BMI) <25 kg/m2, lower left ventricular ejection fraction (LVEF) and no primary percutaneous coronary intervention (pPCI) treatment. In ROC analysis, our CR risk assess model demonstrated a very good discriminate power (area under the curve [AUC] = 0.895, 95% confidence interval: 0.845–0.944, optimism-corrected AUC = 0.821, P < 0.001). Conclusion: This study developed a novel risk score model to help predict CR after AMI, which had high accuracy and was very simple to use.
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15
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Narayan P, Doumas M, Kumar A, Faselis CJ, Myers JN, Pittaras A, Kokkinos PF. Impact of Cardiorespiratory Fitness on Mortality in Black Male Veterans With Resistant Systemic Hypertension. Am J Cardiol 2017; 120:1568-1571. [PMID: 28886854 DOI: 10.1016/j.amjcard.2017.07.055] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2017] [Revised: 07/12/2017] [Accepted: 07/21/2017] [Indexed: 11/27/2022]
Abstract
Patients with resistant systemic hypertension have poorer outcomes than nonresistant hypertensives. The purpose of this study was to evaluate the association between cardiorespiratory fitness and all-cause mortality in black male Veterans with resistant systemic hypertension. Patients were identified from a cohort undergoing exercise tolerance test at the department of Veterans Affairs Medical Center in Washington, DC. Patients were divided into 4 cardiorespiratory fitness categories based on age-specific peak metabolic equivalents achieved on a standard Bruce protocol. Multivariate Cox models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) for all-cause mortality across all fitness categories. A total of 1,276 patients out of 9,068 hypertensives had resistant hypertension defined as systolic and/or diastolic blood pressure >140 and/or >90 mm Hg, respectively, on 3 antihypertensive medications, one of which was a diuretic or use of >4 antihypertensive medications. During a follow-up of 9.5 ± 4.2 years, an inverse association was observed between cardiorespiratory fitness and all-cause mortality in patients with resistant hypertension. Compared with the least-fit group, mortality was reduced by 21% in the low-fit group (HR 0.79, CI 0.60 to 1.05; p value: 0.280), 36% in the moderate-fit group (HR 0.64, CI 0.48 to 0.87; p value 0.001), and 62% in the high-fit group (HR 0.38, CI 0.25 to 0.56; p value <0.001). In conclusion, an inverse association was observed between the level of cardiorespiratory fitness and all-cause mortality in patients with resistant systemic hypertension. Compared with the least-fit referent group, the high-fit group had a significant 62% lower risk of all-cause mortality.
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16
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The Interaction of Cardiorespiratory Fitness With Obesity and the Obesity Paradox in Cardiovascular Disease. Prog Cardiovasc Dis 2017. [DOI: 10.1016/j.pcad.2017.05.005] [Citation(s) in RCA: 108] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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17
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Kokkinos PF, Faselis C, Myers J, Narayan P, Sui X, Zhang J, Lavie CJ, Moore H, Karasik P, Fletcher R. Cardiorespiratory Fitness and Incidence of Major Adverse Cardiovascular Events in US Veterans: A Cohort Study. Mayo Clin Proc 2017; 92:39-48. [PMID: 27876315 DOI: 10.1016/j.mayocp.2016.09.013] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2016] [Revised: 08/27/2016] [Accepted: 09/29/2016] [Indexed: 12/17/2022]
Abstract
OBJECTIVE To assess the association between exercise capacity and the risk of major adverse cardiovascular events (MACEs). PATIENTS AND METHODS A symptom-limited exercise tolerance test was performed to assess exercise capacity in 20,590 US veterans (12,975 blacks and 7615 whites; mean ± SD age, 58.2±11.0 years) from the Veterans Affairs medical centers in Washington, District of Columbia, and Palo Alto, California. None had a history of MACE or evidence of ischemia at the time of or before their exercise tolerance test. We established quintiles of cardiorespiratory fitness (CRF) categories based on age-specific peak metabolic equivalents (METs) achieved. We also defined the age-specific MET level associated with no risk for MACE (hazard ratio [HR], 1.0) and formed 4 additional CRF categories based on METs achieved below (least fit and low fit) and above (moderately fit and highly fit) that level. Multivariate Cox models were used to estimate HR and 95% CIs for mortality across fitness categories. RESULTS During follow-up (median, 11.3 years; range, 0.3-33.0 years), 2846 individuals experienced MACEs. The CRF-MACE association was inverse and graded. The risk for MACE declined precipitously for those with a CRF level of 6.0 METs or higher. When considering CFR categories based on the age-specific MET threshold, the risk increased for those in the 2 CFR categories below that threshold (HR, 1.95; 95% CI, 1.73-2.21 and HR, 1.41; 95% CI, 1.27-1.56 for the least-fit and low-fit individuals, respectively) and decreased for those above it (HR, 0.77; 95% CI, 0.68-0.87 and HR, 0.57; 95% CI, 0.48-0.67 for moderately fit and highly fit, respectively). CONCLUSION Increased CRF is inversely and independently associated with the risk for MACE. When an age-specific MET threshold was defined, the risk for MACE increased significantly for those below that threshold and decreased for those above it (P<.001).
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Affiliation(s)
- Peter F Kokkinos
- Cardiology Division, Veterans Affairs Medical Center, Washington, DC; Georgetown University School of Medicine, Washington, DC; Department of Exercise Science, Arnold School of Public Health, University of South Carolina, Columbia, SC.
| | - Charles Faselis
- Cardiology Division, Veterans Affairs Medical Center, Washington, DC; George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Jonathan Myers
- Cardiology Division, VA Palo Alto Health Care System, Palo Alto, CA; Stanford University, Stanford, CA
| | - Puneet Narayan
- Cardiology Division, Veterans Affairs Medical Center, Washington, DC
| | - Xuemei Sui
- Department of Exercise Science, Arnold School of Public Health, University of South Carolina, Columbia, SC
| | - Jiajia Zhang
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC
| | - Carl J Lavie
- Department of Cardiovascular Diseases, John Ochsner Heart and Vascular Institute, Ochsner Clinical School, University of Queensland School of Medicine, New Orleans, LA
| | - Hans Moore
- Cardiology Division, Veterans Affairs Medical Center, Washington, DC; Georgetown University School of Medicine, Washington, DC
| | - Pamela Karasik
- Cardiology Division, Veterans Affairs Medical Center, Washington, DC; Georgetown University School of Medicine, Washington, DC; George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Ross Fletcher
- Cardiology Division, Veterans Affairs Medical Center, Washington, DC; Georgetown University School of Medicine, Washington, DC
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Bostad W, Ricketts TA, Stotz PJ, Ross R. Cardiovascular disease risk in obese adults assessed using established values for cardiorespiratory fitness. Appl Physiol Nutr Metab 2016; 42:93-95. [PMID: 28009533 DOI: 10.1139/apnm-2016-0132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The present study was designed to assess the risk of cardiovascular disease as determined by cardiorespiratory fitness (CRF) in a large sample of inactive, obese adults. Cardiovascular disease risk was determined using published age- and sex-adjusted values for low, moderate, and high CRF from the Aerobics Center Longitudinal Study (ACLS). Contrary to expectations, ACLS-CRF classifications identified approximately 60% of our inactive, obese adults as having moderate or high CRF and hence, low cardiovascular disease risk.
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Affiliation(s)
- William Bostad
- a School of Kinesiology and Health Studies, 28 Division Street, Queen's University, Kingston, ON K7L 3N6, Canada
| | - Thomas Alexander Ricketts
- a School of Kinesiology and Health Studies, 28 Division Street, Queen's University, Kingston, ON K7L 3N6, Canada
| | - Paula Jean Stotz
- a School of Kinesiology and Health Studies, 28 Division Street, Queen's University, Kingston, ON K7L 3N6, Canada
| | - Robert Ross
- a School of Kinesiology and Health Studies, 28 Division Street, Queen's University, Kingston, ON K7L 3N6, Canada.,b Department of Endocrinology and Metabolism, School of Medicine, Queen's University, 76 Stuart Street, Kingston, ON K7L 2V7, Canada
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19
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Obesity or obesities? Controversies on the association between body mass index and premature mortality. Eat Weight Disord 2016; 21:165-74. [PMID: 27043948 DOI: 10.1007/s40519-016-0278-4] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Obesity is still defined on the basis of body mass index (BMI) and BMI in itself is generally accepted as a strong predictor of overall early mortality. However, an inverse association between BMI and mortality has been reported in patients with many disease states and in several clinical settings: hemodialysis, cardiovascular diseases, hypertension, stroke, diabetes, chronic obstructive pulmonary disease, surgery, etc. This unexpected phenomenon is usually called obesity-survival paradox (OP). The contiguous concepts of metabolically healthy obesity (MHO, a phenotype having BMI ≥ 30 but not having any metabolic syndrome component and having a homeostasis model assessment of insulin resistance, HOMA, <2.5) and metabolically obese normal weight (MONW, normal-weight individuals displaying obesity-related phenotypic characteristics) have received a great deal of attention in recent years. The interactions that link MHO, MONW and OP with body composition, fat distribution, aging and cardiorespiratory fitness are other crucial areas of research. The article is an introductory narrative overview of the origin and current use of the concepts of MHO, MONW and OP. These phenomena are very controversial and appear as a consequence of the frail current diagnostic definition of obesity based only on BMI. A new commonly established characterization and classification of obesities based on a number of variables is needed urgently.
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20
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Aune D, Sen A, Prasad M, Norat T, Janszky I, Tonstad S, Romundstad P, Vatten LJ. BMI and all cause mortality: systematic review and non-linear dose-response meta-analysis of 230 cohort studies with 3.74 million deaths among 30.3 million participants. BMJ 2016; 353:i2156. [PMID: 27146380 PMCID: PMC4856854 DOI: 10.1136/bmj.i2156] [Citation(s) in RCA: 478] [Impact Index Per Article: 59.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVE To conduct a systematic review and meta-analysis of cohort studies of body mass index (BMI) and the risk of all cause mortality, and to clarify the shape and the nadir of the dose-response curve, and the influence on the results of confounding from smoking, weight loss associated with disease, and preclinical disease. DATA SOURCES PubMed and Embase databases searched up to 23 September 2015. STUDY SELECTION Cohort studies that reported adjusted risk estimates for at least three categories of BMI in relation to all cause mortality. DATA SYNTHESIS Summary relative risks were calculated with random effects models. Non-linear associations were explored with fractional polynomial models. RESULTS 230 cohort studies (207 publications) were included. The analysis of never smokers included 53 cohort studies (44 risk estimates) with >738 144 deaths and >9 976 077 participants. The analysis of all participants included 228 cohort studies (198 risk estimates) with >3 744 722 deaths among 30 233 329 participants. The summary relative risk for a 5 unit increment in BMI was 1.18 (95% confidence interval 1.15 to 1.21; I(2)=95%, n=44) among never smokers, 1.21 (1.18 to 1.25; I(2)=93%, n=25) among healthy never smokers, 1.27 (1.21 to 1.33; I(2)=89%, n=11) among healthy never smokers with exclusion of early follow-up, and 1.05 (1.04 to 1.07; I(2)=97%, n=198) among all participants. There was a J shaped dose-response relation in never smokers (Pnon-linearity <0.001), and the lowest risk was observed at BMI 23-24 in never smokers, 22-23 in healthy never smokers, and 20-22 in studies of never smokers with ≥20 years' follow-up. In contrast there was a U shaped association between BMI and mortality in analyses with a greater potential for bias including all participants, current, former, or ever smokers, and in studies with a short duration of follow-up (<5 years or <10 years), or with moderate study quality scores. CONCLUSION Overweight and obesity is associated with increased risk of all cause mortality and the nadir of the curve was observed at BMI 23-24 among never smokers, 22-23 among healthy never smokers, and 20-22 with longer durations of follow-up. The increased risk of mortality observed in underweight people could at least partly be caused by residual confounding from prediagnostic disease. Lack of exclusion of ever smokers, people with prevalent and preclinical disease, and early follow-up could bias the results towards a more U shaped association.
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Affiliation(s)
- Dagfinn Aune
- Department of Public Health and General Practice, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway Department of Epidemiology and Biostatistics, Imperial College, London, UK
| | - Abhijit Sen
- Department of Public Health and General Practice, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Manya Prasad
- Department of Community Medicine, Postgraduate Institute of Medical Sciences, Rohtak, Haryana, India
| | - Teresa Norat
- Department of Epidemiology and Biostatistics, Imperial College, London, UK
| | - Imre Janszky
- Department of Public Health and General Practice, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Serena Tonstad
- Department of Community Medicine, Postgraduate Institute of Medical Sciences, Rohtak, Haryana, India
| | - Pål Romundstad
- Department of Public Health and General Practice, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Lars J Vatten
- Department of Public Health and General Practice, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway
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Lavie CJ, De Schutter A, Parto P, Jahangir E, Kokkinos P, Ortega FB, Arena R, Milani RV. Obesity and Prevalence of Cardiovascular Diseases and Prognosis-The Obesity Paradox Updated. Prog Cardiovasc Dis 2016; 58:537-47. [PMID: 26826295 DOI: 10.1016/j.pcad.2016.01.008] [Citation(s) in RCA: 323] [Impact Index Per Article: 40.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2016] [Accepted: 01/27/2016] [Indexed: 12/18/2022]
Abstract
The prevalence and severity of obesity have increased in the United States and most of the Westernized World over recent decades, reaching worldwide epidemics. Since obesity worsens most of the cardiovascular disease (CVD) risk factors, not surprisingly, most CVDs, including hypertension, coronary heart disease, heart failure, and atrial fibrillation, are all increased in the setting of obesity. However, many studies and meta-analyses have demonstrated an obesity paradox with regards to prognosis in CVD patients, with often the overweight and mildly obese having a better prognosis than do their leaner counterparts with the same CVD. The implication for fitness to markedly alter the relationship between adiposity and prognosis and the potential impact of weight loss, in light of the obesity paradox, are all reviewed.
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Affiliation(s)
- Carl J Lavie
- Department of Cardiovascular Diseases, John Ochsner Heart and Vascular Institute, Ochsner Clinical School-University of Queensland School of Medicine, New Orleans, LA, USA.
| | - Alban De Schutter
- Department of Cardiovascular Diseases, John Ochsner Heart and Vascular Institute, Ochsner Clinical School-University of Queensland School of Medicine, New Orleans, LA, USA
| | - Parham Parto
- Department of Cardiovascular Diseases, John Ochsner Heart and Vascular Institute, Ochsner Clinical School-University of Queensland School of Medicine, New Orleans, LA, USA
| | - Eiman Jahangir
- Department of Cardiovascular Diseases, John Ochsner Heart and Vascular Institute, Ochsner Clinical School-University of Queensland School of Medicine, New Orleans, LA, USA
| | - Peter Kokkinos
- Veterans Affairs Medical Center, Cardiology Department, Georgetown University School of Medicine, Washington, DC, USA
| | - Francisco B Ortega
- PROFITH "PROmoting FITness and Health through Physical Activity" Research Group, Department of Physical Education and Sports, Faculty of Sports Sciences, University of Granada, Granada, Spain
| | - Ross Arena
- Department of Physical Therapy, Department of Kinesiology and Nutrition, Integrative Physiology Laboratory, College of Applied Science, University of Illinois at Chicago, Chicago, IL, USA
| | - Richard V Milani
- Department of Cardiovascular Diseases, John Ochsner Heart and Vascular Institute, Ochsner Clinical School-University of Queensland School of Medicine, New Orleans, LA, USA
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Navaneethan SD, Schold JD, Arrigain S, Kirwan JP, Nally JV. Body mass index and causes of death in chronic kidney disease. Kidney Int 2016; 89:675-82. [PMID: 26880461 DOI: 10.1016/j.kint.2015.12.002] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2015] [Revised: 09/15/2015] [Accepted: 09/24/2015] [Indexed: 12/27/2022]
Abstract
In chronic kidney disease (CKD), a higher body mass index (BMI) is associated with a lower risk for death, but cause-specific death details are unknown across the BMI range. To define this, we studied 54,506 patients with CKD (stage 3 CKD- [91.5%]) from an institutional electronic medical record based-registry. We examined the associations among various causes of death (cardiovascular-, malignancy- and noncardiovascular/nonmalignancy-related deaths) across the BMI range using Cox proportional hazards and competing risks regression models. During a median follow-up of 3.7 years, 14,518 patients died. In the multivariable model, an inverted J-shaped association was noted between BMI and cardiovascular-related, malignancy-related, and noncardiovascular/nonmalignancy-related deaths. Similar associations were noted for BMI 25-29.9, 30-34.9, and 35-39.9 kg/m(2) categories. A BMI >40 kg/m(2) was not associated with cardiovascular-related and noncardiovascular/nonmalignancy-related deaths in CKD. Sensitivity analyses yielded similar results even after adjusting for proteinuria and excluding diabetes and hypertension from the models. In CKD, compared with a BMI of 18.5-24.9 kg/m(2), those who are overweight, with class 1 and 2 obesity have a lower risk for cardiovascular-related, malignancy-related, and noncardiovascular/nonmalignancy-related deaths. Future studies should examine the associations of other measures of adiposity with outcomes in CKD.
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Affiliation(s)
- Sankar D Navaneethan
- Section of Nephrology, Department of Medicine, Selzman Institute for Kidney Health, Baylor College of Medicine, Houston, Texas, USA; Section of Nephrology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas, USA.
| | - Jesse D Schold
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - Susana Arrigain
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - John P Kirwan
- Department of Pathobiology, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Joseph V Nally
- Department of Nephrology and Hypertension, Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, Ohio, USA
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Huang BT, Peng Y, Liu W, Zhang C, Huang FY, Wang PJ, Zuo ZL, Liao YB, Chai H, Huang KS, Huang DJ, Chen M. Lean mass index, body fat and survival in Chinese patients with coronary artery disease. QJM 2015; 108:641-7. [PMID: 25609701 DOI: 10.1093/qjmed/hcv013] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2014] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND 'Obesity paradox' was not consistently observed in Asians with coronary artery disease (CAD). AIM The study investigated the association between body composition and outcomes in Chinese patients with CAD. DESIGN Cohort study. METHOD A total of 3280 patients with angiographically validated CAD were consecutively included. Body fat (BF) percentage and lean mass index (LMI) were evaluated using the Clínica Universidad de Navarra-Body Adiposity Estimator. The rate of mortality from any cause was compared across groups classified by the quartiles of LMI. RESULTS During a median period of 24 months, 288 (8.8%) participants died. There was a close association between increasing LMI and reducing mortality rate. However, univariate analyses did not find protective effect of BF on survival. After adjusting for age, sex, diabetes, current smoking, systolic blood pressure, creatinine, white blood cell count, haemoglobin and medication, Cox regression analyses showed that the significant relation between higher quartiles (Q) of LMI and survival benefit (Q4, hazard ratio 0.58 (95% confidence interval: 0.36-0.94) vs. Q3, 0.60 (0.39-0.91) vs. Q2, 0.60 (0.41-0.88) vs. Q1, reference) remained. CONCLUSION Low LMI but not BF predicts all-cause mortality in Chinese patients with CAD.
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Affiliation(s)
- B-T Huang
- From the Department of Cardiology, West China Hospital, Sichuan University, 37 Guoxue Street, Wuhou District, Chengdu 610041, China
| | - Y Peng
- From the Department of Cardiology, West China Hospital, Sichuan University, 37 Guoxue Street, Wuhou District, Chengdu 610041, China
| | - W Liu
- From the Department of Cardiology, West China Hospital, Sichuan University, 37 Guoxue Street, Wuhou District, Chengdu 610041, China
| | - C Zhang
- From the Department of Cardiology, West China Hospital, Sichuan University, 37 Guoxue Street, Wuhou District, Chengdu 610041, China
| | - F-Y Huang
- From the Department of Cardiology, West China Hospital, Sichuan University, 37 Guoxue Street, Wuhou District, Chengdu 610041, China
| | - P-J Wang
- From the Department of Cardiology, West China Hospital, Sichuan University, 37 Guoxue Street, Wuhou District, Chengdu 610041, China
| | - Z-L Zuo
- From the Department of Cardiology, West China Hospital, Sichuan University, 37 Guoxue Street, Wuhou District, Chengdu 610041, China
| | - Y-B Liao
- From the Department of Cardiology, West China Hospital, Sichuan University, 37 Guoxue Street, Wuhou District, Chengdu 610041, China
| | - H Chai
- From the Department of Cardiology, West China Hospital, Sichuan University, 37 Guoxue Street, Wuhou District, Chengdu 610041, China
| | - K-S Huang
- From the Department of Cardiology, West China Hospital, Sichuan University, 37 Guoxue Street, Wuhou District, Chengdu 610041, China
| | - D-J Huang
- From the Department of Cardiology, West China Hospital, Sichuan University, 37 Guoxue Street, Wuhou District, Chengdu 610041, China
| | - M Chen
- From the Department of Cardiology, West China Hospital, Sichuan University, 37 Guoxue Street, Wuhou District, Chengdu 610041, China
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24
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Hubbard RE, Story DA. Does frailty lie in the eyes of the beholder? Heart Lung Circ 2015; 24:525-6. [PMID: 25743479 DOI: 10.1016/j.hlc.2015.01.018] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2015] [Accepted: 01/26/2015] [Indexed: 10/24/2022]
Affiliation(s)
- R E Hubbard
- Associate Professor of Geriatric Medicine, Centre for Research in Geriatric Medicine, The University of Queensland, Brisbane, Qld, Australia
| | - D A Story
- Professor and Chair of Anaesthesia, and Head: Anaesthesia, Perioperative and Pain Medicine Unit; Melbourne Medical School, The University of Melbourne, Vic., Australia
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25
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Impact of cardiorespiratory fitness on the obesity paradox in patients with systolic heart failure. Am J Cardiol 2015; 115:209-13. [PMID: 25465933 DOI: 10.1016/j.amjcard.2014.10.023] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2014] [Revised: 10/14/2014] [Accepted: 10/14/2014] [Indexed: 11/22/2022]
Abstract
Although high body mass index (BMI) is associated with improved outcomes in established heart failure (HF), the impact of cardiorespiratory fitness on this obesity paradox is less clear. We studied 1,675 patients with systolic HF who underwent cardiopulmonary exercise testing at a single university center (77.4% men, mean age 52.2 ± 11.6 years, mean left ventricular ejection fraction 23.2 ± 7.1% and New York Heart Association class III or IV in 79.1%). We evaluated 2-year survival in patients stratified by both BMI (normal 18.5 to 24.9 kg/m(2)[reference], overweight 25 to 29.9 kg/m(2), obese ≥30.0 kg/m(2)) and by peak oxygen uptake (PKVO2; high >14 ml/kg/minute, low ≤14 ml/kg/minute). At 2 years, BMI category was significantly associated with outcomes for the low PKVO2 group (p <0.001) but not the high PKVO2 group (p = 0.1). In the low PKVO2 group, obese patients had decreased risk of death free from urgent status 1A heart transplant or ventricular assist device placement after multivariate adjustment compared with normal BMI (hazard ratio [HR] 0.64, 95% confidence interval [CI] 0.44 to 0.91, p = 0.01); no significant difference was observed for overweight patients (HR 0.91, 95% CI 0.66 to 1.25, p = 0.5). In the high PKVO2 group, no relation was seen (overweight BMI HR 0.75, 95% CI 0.43 to 1.32, p = 0.3; obese HR 0.87, 95% CI 0.43 to 1.75, p = 0.7). In conclusion, the obesity paradox was only observed in patients with lower cardiorespiratory fitness in this advanced systolic HF cohort, indicating that improved functional capacity may attenuate the obesity paradox.
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26
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Bermúdez V, Rojas J, Salazar J, Añez R, Toledo A, Bello L, Apruzzese V, González R, Chacín M, Cabrera M, Cano C, Velasco M, López-Miranda J. Sensitivity and Specificity Improvement in Abdominal Obesity Diagnosis Using Cluster Analysis during Waist Circumference Cut-Off Point Selection. J Diabetes Res 2015; 2015:750265. [PMID: 25945356 PMCID: PMC4402167 DOI: 10.1155/2015/750265] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Accepted: 03/13/2015] [Indexed: 12/11/2022] Open
Abstract
INTRODUCTION The purpose of this study was to analyze the influence of metabolic phenotypes during the construction of ROC curves for waist circumference (WC) cutpoint selection. MATERIALS AND METHODS A total of 1,902 subjects of both genders were selected from the Maracaibo City Metabolic Syndrome Prevalence Study database. Two-Step Cluster Analysis (TSCA) was applied to select metabolically healthy and sick men and women. ROC curves were constructed to determine WC cutoff points by gender. RESULTS Through TSCA, metabolic phenotype predictive variables were selected: HOMA2-IR and HOMA2-βcell for women and HOMA2-IR, HOMA2-βcell, and TAG for men. Subjects were classified as healthy normal weight, metabolically obese normal weight, healthy and metabolically disturbed overweight, and healthy and metabolically disturbed obese. Final WC cutpoints were 91.50 cm for women (93.4% sensitivity, 93.7% specificity) and 98.15 cm for men (96% sensitivity, 99.5% specificity). CONCLUSIONS TSCA in the selection of the groups used in ROC curves construction proved to be an important tool, aiding in the detection of MOWN and MHO which cannot be identified with WC alone. The resulting WC cutpoints were <91.00 cm for women and <98.00 cm for men. Furthermore, anthropometry is insufficient to determine healthiness, and, biochemical analysis is needed to properly filter subjects during classification.
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Affiliation(s)
- Valmore Bermúdez
- Endocrine and Metabolic Diseases Research Center, The University of Zulia, 20th Avenue, Maracaibo 4004, Venezuela
- *Valmore Bermúdez:
| | - Joselyn Rojas
- Endocrine and Metabolic Diseases Research Center, The University of Zulia, 20th Avenue, Maracaibo 4004, Venezuela
| | - Juan Salazar
- Endocrine and Metabolic Diseases Research Center, The University of Zulia, 20th Avenue, Maracaibo 4004, Venezuela
| | - Roberto Añez
- Endocrine and Metabolic Diseases Research Center, The University of Zulia, 20th Avenue, Maracaibo 4004, Venezuela
| | - Alexandra Toledo
- Endocrine and Metabolic Diseases Research Center, The University of Zulia, 20th Avenue, Maracaibo 4004, Venezuela
| | - Luis Bello
- Endocrine and Metabolic Diseases Research Center, The University of Zulia, 20th Avenue, Maracaibo 4004, Venezuela
| | - Vanessa Apruzzese
- Endocrine and Metabolic Diseases Research Center, The University of Zulia, 20th Avenue, Maracaibo 4004, Venezuela
| | - Robys González
- Endocrine and Metabolic Diseases Research Center, The University of Zulia, 20th Avenue, Maracaibo 4004, Venezuela
| | - Maricarmen Chacín
- Endocrine and Metabolic Diseases Research Center, The University of Zulia, 20th Avenue, Maracaibo 4004, Venezuela
| | - Mayela Cabrera
- Endocrine and Metabolic Diseases Research Center, The University of Zulia, 20th Avenue, Maracaibo 4004, Venezuela
| | - Clímaco Cano
- Endocrine and Metabolic Diseases Research Center, The University of Zulia, 20th Avenue, Maracaibo 4004, Venezuela
| | - Manuel Velasco
- Clinical Pharmacology Unit, José María Vargas School of Medicine, Central University of Venezuela, Caracas 1051, Venezuela
| | - José López-Miranda
- Lipid and Atherosclerosis Unit, Department of Medicine, Carlos III Institute of Health, IMIBIC/Reina Sofia University Hospital/University of Córdoba and CIBER Obesity and Nutrition Physiopathology (CIBEROBN), 230002 Córdoba, Spain
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