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Bianchi F, Biganzoli EM, Bollati V, Clerici M, Lucini D, Mandò C, Rota F. HEBE project: Healthy aging versus inflamm-aging: The role of physical exercise in modulating the biomarkers of age-associated and environmentally determined chronic diseases, study protocol. PLoS One 2024; 19:e0300011. [PMID: 38687742 PMCID: PMC11060583 DOI: 10.1371/journal.pone.0300011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 02/19/2024] [Indexed: 05/02/2024] Open
Abstract
Inflamm-aging refers to the chronic low-grade inflammation that occurs with aging and cellular senescence, and it is linked to various diseases. Understanding the markers involved in inflammation and aging, as well as their interaction with environmental factors and bodily control mechanisms, can provide crucial tools for assessing the resilience (i.e. the ability to adapt and improve) of the human body, particularly in the presence of chronic degenerative conditions or vulnerable life stages, that place the individual and the community to which he belongs in a state of potential fragility. HEBE focuses on physical exercise, along with nutritional and lifestyle recommendations, to reduce systemic inflammation and promote healthy aging. HEBE encompasses multiple research lines (LR). In the ongoing LR1 ("proof of concept"), healthy lifestyle recommendations were provided to University of Milan employees, and changes in quality of life and well-being were assessed using a specialized questionnaire. The first 100 eligible subjects, who expressed their willingness to participate, underwent a personalized physical exercise protocol based on clinical and objective assessments. Biomedical samples were collected at baseline (T0) and follow-up (T1) to establish a shared biobank and identify non-invasive biomarkers that monitor the impact of physical exercise on individual characteristics such as cardiovascular and metabolic health. Subsequently (LR2-LR10), the proof of concept findings will be expanded to include various conditions of vulnerability such as obesity, cancer, endocrine disorders, cardiovascular diseases, infertility, functional syndromes, respiratory disorders, neurodegenerative diseases, and autoimmune conditions. The research lines will leverage the expertise of the 94 participating investigators to form a collaborative network that maximizes the potential for investigation and knowledge exchange. This approach fosters a culture of health promotion and disease prevention. ClinicalTrials.gov Identifier: NCT05815732.
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Affiliation(s)
- Francesca Bianchi
- Department of Biomedical Science for Health, University of Milan, Milan, Italy
- Laboratorio Morfologia Umana Applicata, IRCCS Policlinico San Donato, Milan, Italy
| | - Elia Mario Biganzoli
- Department of Biomedical and Clinical Sciences L. Sacco, Medical Statistics Unit, "Luigi Sacco" University Hospital, University of Milan, Milan, Italy
- Data Science Research Center, University of Milan, Milan, Italy
| | - Valentina Bollati
- EPIGET—Epidemiology, Epigenetics and Toxicology Lab, Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
- Epidemiology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Mario Clerici
- Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
- Don C. Gnocchi Foundation, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Foundation, Milan, Italy
| | - Daniela Lucini
- BIOMETRA Department, University of Milan, Milan, Italy
- Exercise Medicine Unit, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Chiara Mandò
- Department of Biomedical and Clinical Sciences L. Sacco, Medical Statistics Unit, "Luigi Sacco" University Hospital, University of Milan, Milan, Italy
| | - Federica Rota
- EPIGET—Epidemiology, Epigenetics and Toxicology Lab, Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
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Park HY, Jung WS, Kim SW, Jung K, Lim K. Comparison of Vascular Function, Cardiometabolic Parameters, Hemorheological Function, and Cardiorespiratory Fitness Between Middle-Aged Korean Women With and Without Obesity—A Pilot Study. Front Physiol 2022; 13:809029. [PMID: 35422707 PMCID: PMC9002013 DOI: 10.3389/fphys.2022.809029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 02/22/2022] [Indexed: 11/13/2022] Open
Abstract
This study aimed to compare vascular function, cardiometabolic parameters, hemorheological function, and cardiorespiratory fitness in middle-aged Korean women according to obesity defined using body mass index (BMI). A total of 32 Korean women aged between 34 and 60 years (16 without obesity, mean age 46.31 ± 7.49 years and 16 with obesity, mean age 49.68 ± 6.69 years) participated in this study. Obesity was defined as BMI ≥ 25 kg/m2. The body composition, vascular function, cardiometabolic parameters, hemorheological function, and cardiorespiratory fitness of all participants were measured. Statistical differences in the dependent parameters between individuals with and without obesity were analyzed, and the correlations between BMI and the dependent variables were verified. The obese group showed significantly worse results (p < 0.05) for body composition (significantly higher weight, BMI, fat mass, and percent body fat), vascular function [significantly higher branchial ankle pulse wave velocity (baPWV) and lower flow-mediated vasodilation (FMD)], cardiometabolic parameters [significantly higher insulin and homeostatic model assessment for insulin resistance (HOMA-IR)], hemorheological function (significantly lower erythrocyte deformability and higher aggregation), and cardiorespiratory fitness [significantly lower maximal oxygen uptake (VO2max)] compared to the non-obese group. In addition, BMI showed a significant positive correlation (p < 0.05) with baPWV (r = 0.430); total cholesterol (r = 0.376), triglyceride (r = 0.411), low-density lipoprotein cholesterol (r = 0.462), and insulin (r = 0.477) levels; HOMA-IR (r = 0.443); and erythrocyte aggregation (r = 0.406), and a significant negative correlation (p < 0.05) with VO2max (r = −0.482) and FMD (r = −0.412). Our study confirmed that obesity is a major determinant for deterioration of vascular function, cardiometabolic parameters, hemorheological function, and cardiorespiratory fitness.
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Affiliation(s)
- Hun-Young Park
- Department of Sports Medicine and Science, Graduate School, Konkuk University, Seoul, South Korea
- Physical Activity and Performance Institute (PAPI), Konkuk University, Seoul, South Korea
| | - Won-Sang Jung
- Physical Activity and Performance Institute (PAPI), Konkuk University, Seoul, South Korea
| | - Sung-Woo Kim
- Physical Activity and Performance Institute (PAPI), Konkuk University, Seoul, South Korea
| | - Kyounghwa Jung
- Department of Physical Education, Konkuk University, Seoul, South Korea
| | - Kiwon Lim
- Department of Sports Medicine and Science, Graduate School, Konkuk University, Seoul, South Korea
- Physical Activity and Performance Institute (PAPI), Konkuk University, Seoul, South Korea
- Department of Physical Education, Konkuk University, Seoul, South Korea
- *Correspondence: Kiwon Lim,
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Estimated Artificial Neural Network Modeling of Maximal Oxygen Uptake Based on Multistage 10-m Shuttle Run Test in Healthy Adults. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18168510. [PMID: 34444259 PMCID: PMC8391137 DOI: 10.3390/ijerph18168510] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 08/11/2021] [Accepted: 08/11/2021] [Indexed: 11/17/2022]
Abstract
We aimed to develop an artificial neural network (ANN) model to estimate the maximal oxygen uptake (VO2max) based on a multistage 10 m shuttle run test (SRT) in healthy adults. For ANN-based VO2max estimation, 118 healthy Korean adults (59 men and 59 women) in their twenties and fifties (38.3 ± 11.8 years, men aged 37.8 ± 12.1 years, and women aged 38.8 ± 11.6 years) participated in this study; data included age, sex, blood pressure (systolic blood pressure (SBP), diastolic blood pressure (DBP)), waist circumference, hip circumference, waist-to-hip ratio (WHR), body composition (weight, height, body mass index (BMI), percent skeletal muscle, and percent body), 10 m SRT parameters (number of round trips and final speed), and VO2max by graded exercise test (GXT) using a treadmill. The best estimation results (R2 = 0.8206, adjusted R2 = 0.7010, root mean square error; RMSE = 3.1301) were obtained in case 3 (using age, sex, height, weight, BMI, waist circumference, hip circumference, WHR, SBP, DBP, number of round trips in 10 m SRT, and final speed in 10 m SRT), while the worst results (R2 = 0.7765, adjusted R2 = 0.7206, RMSE = 3.494) were obtained for case 1 (using age, sex, height, weight, BMI, number of round trips in 10 m SRT, and final speed in 10 m SRT). The estimation results of case 2 (using age, sex, height, weight, BMI, waist circumference, hip circumference, WHR, number of round trips in 10 m SRT, and final speed in 10 m SRT) were lower (R2 = 0.7909, adjusted R2 = 0.7072, RMSE = 3.3798) than those of case 3 and higher than those of case 1. However, all cases showed high performance (R2) in the estimation results. This brief report developed an ANN-based estimation model to predict the VO2max of healthy adults, and the model’s performance was confirmed to be excellent.
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Clamp LD, Mendham AE, Kroff J, Goedecke JH. Higher baseline fat oxidation promotes gynoid fat mobilization in response to a 12-week exercise intervention in sedentary, obese black South African women. Appl Physiol Nutr Metab 2019; 45:327-335. [PMID: 31449758 DOI: 10.1139/apnm-2019-0460] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
This 12-week exercise intervention study assessed changes in cardiorespiratory fitness (CRF), energy expenditure (EE), and substrate utilisation at rest and during exercise in obese, black South African (SA) women and explored associations with changes in body composition. Black SA women (body mass index: 30-40 kg·m-2, age: 20-35 years) were randomised into control (CTL; n = 15, maintaining usual activity) or exercise (EXE; n = 20; 12 weeks, 4 days·week-1, 40-60 min·day-1 at >70% peak heart rate) groups. Pre- and post-intervention testing included peak oxygen consumption, resting and steady state (50% peak oxygen consumption) EE, respiratory exchange, and body composition (dual-energy X-ray absorptiometry). Dietary intake (4-day) and daily step-count (ActivPAL, activPAL3c; PAL Technologies Ltd, Glasgow, UK) was collected at pre-testing and at 4, 8, and 12 weeks. EXE increased peak oxygen consumption (24.9 ± 2.4 to 27.6 ± 3.4 mL·min-1·kg-1; p < 0.001) and steady state fat oxidation rates (7.5 ± 2.5 to 9.0 ± 2.7 mg·min-1·kg-1 fat-free soft tissue mass; p = 0.003) (same relative exercise intensity). CTL remained unchanged (p > 0.05). EXE reduced proportional gynoid fat mass (percentage total fat mass, p = 0.002). Baseline resting carbohydrate oxidation rates (p = 0.036) and steady state fat oxidation rates (p = 0.021) explained 60.6% of the variability in Δgynoid fat mass (p < 0.001) in EXE. This 12-week exercise intervention improved CRF and steady state fat oxidation rates. Greater reliance on fat oxidation at baseline promoted proportional reductions in gynoid, not visceral, fat mass in response to exercise training. Novelty Combined exercise training in obese black South African women increased cardiorespiratory fitness and rates of fat oxidation during steady state exercise. Exercise training reduced proportional gynoid, not visceral, fat, potentially representing an ethnic/sex-specific response. Baseline substrate utilisation (resting and steady state exercise (50% peak oxygen uptake)) predicted changes in gynoid fat mass.
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Affiliation(s)
- Louise D Clamp
- Division of Exercise Science and Sports Medicine, Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Newlands, Western Cape 7725, South Africa
| | - Amy E Mendham
- Division of Exercise Science and Sports Medicine, Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Newlands, Western Cape 7725, South Africa.,Non-Communicable Diseases Research Unit, South African Medical Research Council, Western Cape, South Africa
| | - Jacolene Kroff
- Division of Exercise Science and Sports Medicine, Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Newlands, Western Cape 7725, South Africa
| | - Julia H Goedecke
- Division of Exercise Science and Sports Medicine, Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Newlands, Western Cape 7725, South Africa.,Non-Communicable Diseases Research Unit, South African Medical Research Council, Western Cape, South Africa
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Le Roux-Mallouf T, Pelen F, Vallejo A, Halimaoui I, Doutreleau S, Verges S. Effect of chronic nitrate and citrulline supplementation on vascular function and exercise performance in older individuals. Aging (Albany NY) 2019; 11:3315-3332. [PMID: 31141497 PMCID: PMC6555465 DOI: 10.18632/aging.101984] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Accepted: 05/17/2019] [Indexed: 12/11/2022]
Abstract
Increased nitric oxide (NO) bioavailability may improve exercise performance and vascular function. It remains unclear whether older adults who experience a decreased NO bioavailability may benefit from chronic NO precursor supplementation. This randomised, double-blind, trial aims to assess the effect of chronic NO precursor intake on vascular function and exercise performance in older adults (60-70 years old). Twenty-four healthy older adults (12 females) performed vascular function assessment and both local (knee extensions) and whole-body (incremental cycling) exercise tests to exhaustion before and after one month of daily intake of a placebo (PLA) or a nitrate-rich salad and citrulline (N+C, 520mg nitrate and 6g citrulline) drink. Arterial blood pressure (BP) and stiffness, post-ischemic, hypercapnic and hypoxic vascular responses were evaluated. Prefrontal cortex and quadriceps oxygenation was monitored by near-infrared spectroscopy. N+C supplementation reduced mean BP (-3.3mmHg; p=0.047) without altering other parameters of vascular function and oxygenation kinetics. N+C supplementation reduced heart rate and oxygen consumption during submaximal cycling and increased maximal power output by 5.2% (p<0.05), but had no effect on knee extension exercise performance. These results suggest that chronic NO precursor supplementation in healthy older individuals can reduce resting BP and increase cycling performance by improving cardiorespiratory responses.
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Affiliation(s)
| | - Felix Pelen
- Université Grenoble Alpes, Inserm, HP2 Laboratory, Grenoble F-38000, France
| | - Angela Vallejo
- Université Grenoble Alpes, Inserm, HP2 Laboratory, Grenoble F-38000, France
| | - Idir Halimaoui
- Université Grenoble Alpes, Inserm, HP2 Laboratory, Grenoble F-38000, France
| | - Stéphane Doutreleau
- Université Grenoble Alpes, Inserm, HP2 Laboratory, Grenoble F-38000, France
- Sport and Pathologies Unit, Grenoble Alpes University Hospital, Hôpital Michallon, Grenoble F-38042, France
| | - Samuel Verges
- Université Grenoble Alpes, Inserm, HP2 Laboratory, Grenoble F-38000, France
- Sport and Pathologies Unit, Grenoble Alpes University Hospital, Hôpital Michallon, Grenoble F-38042, France
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Predictive Modeling of VO2max Based on 20 m Shuttle Run Test for Young Healthy People. APPLIED SCIENCES-BASEL 2018. [DOI: 10.3390/app8112213] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This study presents mathematical models for predicting VO2max based on a 20 m shuttle run and anthropometric parameters. The research was conducted with data provided by 308 young healthy people (aged 20.6 ± 1.6). The research group includes 154 females (aged 20.3 ± 1.2) and 154 males (aged 20.8 ± 1.8). Twenty-four variables were used to build the models, including one dependent variable and 23 independent variables. The predictive methods of analysis include: the classical model of ordinary least squares (OLS) regression, regularized methods such as ridge regression and Lasso regression, artificial neural networks such as the multilayer perceptron (MLP) and radial basis function (RBF) network. All models were calculated in R software (version 3.5.0, R Foundation for Statistical Computing, Vienna, Austria). The study also involved variable selection methods (Lasso and stepwise regressions) to identify optimum predictors for the analysed study group. In order to compare and choose the best model, leave-one-out cross-validation (LOOCV) was used. The paper presents three types of models: for females, males and the whole group. An analysis has revealed that the models for females ( RMSE C V = 4.07 mL·kg−1·min−1) are characterised by a smaller degree of error as compared to male models ( RMSE C V = 5.30 mL·kg−1·min−1). The model accounting for sex generated an error level of RMSE C V = 4.78 mL·kg−1·min−1.
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Santana JDO, Mambrini JVDM, Peixoto SV. CARDIORESPIRATORY FITNESS AND CARDIOMETABOLIC RISK FACTORS AMONG UNIVERSITY PROFESSORS. REV BRAS MED ESPORTE 2018. [DOI: 10.1590/1517-869220182402171631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
ABSTRACT Introduction: Cardiorespiratory fitness (CF) is associated with mortality and the development of cardiovascular disease, in addition to being related to work capacity. Objectives: This study aimed to verify the demographic, cardiometabolic and behavioral factors associated with CF in a representative sample of professors from a public university in Minas Gerais, Brazil. Methods: This is a cross-sectional study which evaluated, in addition to the CF, age, sex, glycemia, triglycerides, LDL and HDL cholesterol, C-reactive protein, body mass index (BMI), waist circumference, and physical activity (PA). The association between CF and cardiometabolic risk factors was estimated by logistic regression to obtain the odds ratios and respective confidence intervals (95%). Results: After adjustment, it was observed that professors with lower levels of CF were older, female, had higher BMI and a greater chance of being physically inactive. Conclusion: In general, the results show that the probability of low CF increases with the increase in BMI, in addition to the strong association with PA practice, which is a major focus of intervention measures aimed at improving workers health and their work capacity. Level of Evidence III; Case control study.
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The introduction of simple cardiorespiratory fitness testing in overweight/obese type 2 diabetics: a pilot study. Prim Health Care Res Dev 2018; 19:475-484. [PMID: 29331169 DOI: 10.1017/s1463423617000949] [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: 11/07/2022] Open
Abstract
BACKGROUND Low level of cardiorespiratory fitness has been recognized as an important independent and modifiable risk factor of increased morbidity and mortality. However, in standard outpatient settings, patients are not routinely screened for fitness and advantages of such testing for the management of type 2 diabetes have not been defined.AimTo describe the toleration of a fast, simple and practicable fitness test (2-min step-in-place test) by overweight/obese type 2 diabetics and their performance indicated by 2-min step-in-place test score (STS). To study short-term anthropometric, functional and metabolic changes following the implementation of the test in the selected population. METHODS A total of 33 overweight/obese type 2 diabetics underwent, besides routine examination at the outpatient clinic, the fitness test (group A). Patients were asked to increase their regular physical activity with focus on walking without change in diet and chronic medication. Three to four months later, the subjects were tested again. An identical number of age- and sex-matched obese diabetics followed in our outpatient clinic (without fitness testing), was randomly selected from the Hospital Information System (control group B).FindingsAll patients subjected to fitness testing completed the protocol successfully. STS score was found to have a considerable range with differences between males and females at the borderline of statistical significance. The data are compliant with lower aerobic endurance of obese diabetics compared with healthy population. Within study period, the tested group presented with improvements in STS (referring especially to the males) as well as in several laboratory parameters of glucose and lipid homeostasis, glomerular function and subclinical inflammation with no reflection in anthropometry. Group B demonstrated no significant change. In conclusion, 2-min step-in-place test is fast, undemanding and well-tolerated by patients and personnel. Following its validation based on cardiopulmonary exercise testing, the test may prove recommendable for screening or self-monitoring purposes.
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Gardiner FW, Regan E, Nwose EU, Bwititi PT, Crockett J, Wang L. Outpatient cardiac rehabilitation: Effects on patient improvement outcomes. Diabetes Metab Syndr 2017; 11 Suppl 2:S1025-S1030. [PMID: 28781162 DOI: 10.1016/j.dsx.2017.07.034] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Accepted: 07/21/2017] [Indexed: 12/18/2022]
Abstract
OBJECTIVE To determine if the Cardiac rehabilitation (CR) program had positive effects on the patient medically as well as effects on pathological risk factors, functional capacity, and mental health; and the extent to which targets for blood pressure (BP) control in patients with hypertension (HT) and diabetes mellitus (DM) are achieved. METHODOLOGY CR participant data was collected from 1st June 2014 until 31st December 2015 (19 months), which included: demographics, medical history, social history, medications, lipid profiles and anthropometric measurements. Additional data was collected on The Patient Health Questionnaire (PHQ-9) factors, and on the participants 6min walk test (6MWT). Study participants were eligible to participate in the study if they attended 10 or more CR program sessions out of 12 at the Calvary Public Hospital Canberra. RESULTS Seventy nine (79) participants participated in the study. Significant reductions in BP (n=79) (p=<0.05), blood LDL cholesterol levels (n=26) (p=<0.05), and improvements in participants PHQ-9 scores (n=79) (p=<0.001), and their 6MWT (n=78) (p=<0.001) were noted. Participants were also able to better manage their medication (p=<0.05). Importantly, results indicated that significant improvements (p=<0.05) were made in DM patients (n=18) diastolic BP, physical ability and depression and anxiety. CONCLUSION A CR program can reduce risk factors associated with CVD, and improves mental health and physical fitness of participants. RESULTS Indicated that the CR program reduces DM patient risk factors through improved physical fitness and reductions in depression and anxiety, leading to reduced risk of future cardiovascular and renal disease.
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Affiliation(s)
- Fergus W Gardiner
- School of Community Health, Charles Sturt University, Australia; Calvary Hospital, ACT, Australia; School of Biomedical Sciences, Charles Sturt University, Australia.
| | | | - Ezekiel U Nwose
- School of Community Health, Charles Sturt University, Australia
| | | | - Judith Crockett
- School of Community Health, Charles Sturt University, Australia
| | - Lexin Wang
- School of Biomedical Sciences, Charles Sturt University, Australia
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Gray BJ, Stephens JW, Turner D, Thomas M, Williams SP, Morgan K, Williams M, Rice S, Bracken RM. A non-exercise method to determine cardiorespiratory fitness identifies females predicted to be at 'high risk' of type 2 diabetes. Diab Vasc Dis Res 2017; 14:47-54. [PMID: 27941056 DOI: 10.1177/1479164116666476] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
This study examined the relationship between cardiorespiratory fitness determined by a non-exercise testing method for estimating fitness and predicted risk of developing type 2 diabetes mellitus using five risk assessments/questionnaires (Leicester Diabetes Risk Score, QDiabetes, Cambridge Risk Score, Finnish Diabetes Risk Score and American Diabetes Association Diabetes Risk Test). Retrospective analysis was performed on 330 female individuals with no prior diagnosis of cardiovascular disease or type 2 diabetes mellitus who participated in the Prosiect Sir Gâr workplace initiative in Carmarthenshire, South Wales. Non-exercise testing method for estimating fitness (expressed as metabolic equivalents) was calculated using a validated algorithm, and females were grouped accordingly into fitness quintiles <6.8 metabolic equivalents (Quintile 1), 6.8-7.6 metabolic equivalents (Quintile 2), 7.6-8.6 metabolic equivalents (Quintile 3), 8.6-9.5 metabolic equivalents (Quintile 4), >9.5 metabolic equivalents (Quintile 5). Body mass index, waist circumference, and HbA1c all decreased between increasing non-exercise testing method for estimating fitness quintiles (p < 0.05), as did risk prediction scores in each of the five assessments/questionnaires (p < 0.05). The proportion of females in Quintile 1 predicted at 'high risk' was between 20.9% and 81.4%, depending on diabetes risk assessment used, compared to none of the females in Quintile 5. A calculated non-exercise testing method for estimating fitness <6.8 metabolic equivalents could help to identify females at 'high risk' of developing type 2 diabetes mellitus as predicted using five risk assessments/questionnaires.
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Affiliation(s)
- Benjamin J Gray
- Policy, Research and International Development, Public Health Wales, Cardiff, UK
| | - Jeffrey W Stephens
- Diabetes Research Group, College of Medicine, Swansea University, Swansea, UK
| | | | | | | | - Kerry Morgan
- Hywel Dda University Health Board, Prince Philip Hospital, Llanelli, UK
| | - Meurig Williams
- Hywel Dda University Health Board, Prince Philip Hospital, Llanelli, UK
| | - Sam Rice
- Hywel Dda University Health Board, Prince Philip Hospital, Llanelli, UK
| | - Richard M Bracken
- Diabetes Research Group, College of Medicine, Swansea University, Swansea, UK
- Applied Sports Technology Exercise and Medicine (A-STEM) Research Centre, College of Engineering, Swansea University (Bay Campus), Swansea, UK
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Bogatyrev SN. Physical activity and type 2 diabetes mellitus risk: population studies review. DIABETES MELLITUS 2016. [DOI: 10.14341/dm8030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Physical activity is one of the most important components of a healthy lifestyle. Regular physical activity helps to maintain normal blood glucose levels and reduce the risk of type 2 diabetes mellitus. This review presents population studies investigating physical activity as a factor for type 2 diabetes mellitus risk. A search using the keywords ‘physical activity’, ‘type 2 diabetes mellitus’ and ‘risk’ identified more than 40 relevant original studies and meta-analyses, which are presented in this review. Different types of physical activity have positive protective effects on type 2 diabetes mellitus risk and reduce the risk of death in patients with type 2 diabetes mellitus.
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Gray BJ, Stephens JW, Williams SP, Davies CA, Turner D, Bracken RM. Cardiorespiratory fitness testing and cardiovascular disease risk in male steelworkers. Occup Med (Lond) 2016; 67:38-43. [PMID: 27694428 DOI: 10.1093/occmed/kqw131] [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: 11/13/2022] Open
Abstract
BACKGROUND The workplace has been advocated as a setting to perform cardiovascular disease (CVD) risk assessments. These risk assessments usually focus on traditional risk factors rather than cardiorespiratory fitness (CRF) despite established associations between CRF and CVD. The lack of guidance on interpreting health-related CRF values has been suggested as a barrier to utilizing CRF in practice. AIMS To assess the merits of CRF testing in the workplace and explore whether a CRF value identified male individuals above the recommended threshold for further clinical investigation. METHODS Cross-sectional analysis of male steelworkers from Carmarthenshire, South Wales, UK who completed a workplace-based CVD risk assessment with an added CRF protocol based on heart rate responses (Chester Step Test). Receiver operating characteristic (ROC) analysis was undertaken to explore the possibility of a CRF value to identify individuals at an increased 10-year risk of CVD (QRISK2 ≥ 10%). RESULTS There were 81 participants. ROC analysis revealed that a CRF level of 34.5ml/kg/min identified those individuals above the ≥10% QRISK2 threshold with the best sensitivity (0.800) and specificity (0.687) to discriminate against true- and false-positive rates. Further analysis revealed that individuals with either 'Average' or 'Below Average' CRF would be five times more likely to have a 10-year CVD risk above the ≥10% QRISK2 threshold than individuals with an 'Excellent' or 'Good' level of fitness [OR 5.10 (95% CI 1.60-16.3)]. CONCLUSIONS This study suggests CRF assessments are a useful addition to a workplace CVD assessment and could identify male individuals at increased predicted risk of the condition.
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Affiliation(s)
- B J Gray
- Policy, Research and International Development, Public Health Wales, Cardiff CF10 4BZ, UK,
| | - J W Stephens
- Diabetes Research Group, College of Medicine, Swansea University, Singleton Park, Swansea SA2 8PP, UK
| | - S P Williams
- TATA Steel Packaging Recycling, Trostre, Llanelli, Carmarthenshire SA14 9SD, UK
| | - C A Davies
- TATA Steel Packaging Recycling, Trostre, Llanelli, Carmarthenshire SA14 9SD, UK
| | - D Turner
- Red Bull North America, Santa Monica, CA 90404, USA
| | - R M Bracken
- Diabetes Research Group, College of Medicine, Swansea University, Singleton Park, Swansea SA2 8PP, UK.,Applied Sports Technology Exercise and Medicine (A-STEM) Research Centre, College of Engineering, Swansea University (Bay Campus), Swansea SA1 8EN, UK
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