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Prado-Nóvoa O, Howard KR, Laskaridou E, Zorrilla-Revilla G, Reid GR, Marinik EL, Davy BM, Stamatiou M, Hambly C, Speakman JR, Davy KP. Validity of predictive equations for total energy expenditure against doubly labeled water. Sci Rep 2024; 14:15754. [PMID: 38977928 PMCID: PMC11231257 DOI: 10.1038/s41598-024-66767-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Accepted: 07/03/2024] [Indexed: 07/10/2024] Open
Abstract
Variations in physical activity energy expenditure can make accurate prediction of total energy expenditure (TEE) challenging. The purpose of the present study was to determine the accuracy of available equations to predict TEE in individuals varying in physical activity (PA) levels. TEE was measured by DLW in 56 adults varying in PA levels which were monitored by accelerometry. Ten different models were used to predict TEE and their accuracy and precision were evaluated, considering the effect of sex and PA. The models generally underestimated the TEE in this population. An equation published by Plucker was the most accurate in predicting the TEE in our entire sample. The Pontzer and Vinken models were the most accurate for those with lower PA levels. Despite the levels of accuracy of some equations, there were sizable errors (low precision) at an individual level. Future studies are needed to develop and validate these equations.
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Affiliation(s)
- Olalla Prado-Nóvoa
- Department of Human Nutrition, Foods, and Exercise, Human Integrative Physiology Laboratory, Virginia Tech, Blacksburg, VA, USA.
| | - Kristen R Howard
- Department of Human Nutrition, Foods, and Exercise, Human Integrative Physiology Laboratory, Virginia Tech, Blacksburg, VA, USA
- Graduate Program in Translational Biology, Medicine, and Health, Virginia Tech, Blacksburg, VA, USA
| | - Eleni Laskaridou
- Department of Human Nutrition, Foods, and Exercise, Human Integrative Physiology Laboratory, Virginia Tech, Blacksburg, VA, USA
| | - Guillermo Zorrilla-Revilla
- Department of Human Nutrition, Foods, and Exercise, Human Integrative Physiology Laboratory, Virginia Tech, Blacksburg, VA, USA
- Laboratorio de Evolución Humana, Departamento de Historia, Geografía y Comunicación, Universidad de Burgos, Burgos, Spain
- CIAS-Research Centre for Anthropology and Health, University of Coimbra, 3020, Coimbra, Portugal
| | - Glen R Reid
- Department of Human Nutrition, Foods, and Exercise, Human Integrative Physiology Laboratory, Virginia Tech, Blacksburg, VA, USA
| | - Elaina L Marinik
- Department of Human Nutrition, Foods, and Exercise, Human Integrative Physiology Laboratory, Virginia Tech, Blacksburg, VA, USA
| | - Brenda M Davy
- Department of Human Nutrition, Foods, and Exercise, Human Integrative Physiology Laboratory, Virginia Tech, Blacksburg, VA, USA
| | - Marina Stamatiou
- Institute of Biological and Environmental Sciences, University of Aberdeen, Aberdeen, AB24 2TZ, Scotland, UK
| | - Catherine Hambly
- Institute of Biological and Environmental Sciences, University of Aberdeen, Aberdeen, AB24 2TZ, Scotland, UK
| | - John R Speakman
- Institute of Biological and Environmental Sciences, University of Aberdeen, Aberdeen, AB24 2TZ, Scotland, UK
- Shenzhen Key Laboratory of Metabolic Health, Center for Energy Metabolism and Reproduction, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Kevin P Davy
- Department of Human Nutrition, Foods, and Exercise, Human Integrative Physiology Laboratory, Virginia Tech, Blacksburg, VA, USA.
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Holsgrove‐West RK, Revuelta Iniesta R, Abdelrahman DR, Murton AJ, Wall BT, Stephens FB. Maximal sustainable energy intake during transatlantic ocean rowing is insufficient for total energy expenditure and skeletal muscle mass maintenance. Exp Physiol 2024; 109:227-239. [PMID: 37966359 PMCID: PMC10988706 DOI: 10.1113/ep091319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 10/27/2023] [Indexed: 11/16/2023]
Abstract
Studies of extreme endurance have suggested that there is an alimentary limit to energy intake (EI) of ∼2.5 × resting metabolic rate (RMR). To gain further insight, this study aimed to simultaneously measure EI, total energy expenditure (TEE) body mass and muscle mass in a large cohort of males and females of varying ages during a transatlantic rowing race. Forty-nine competitors (m = 32, f = 17; age 24-67 years; time at sea 46 ± 7 days) in the 2020 and 2021 Talisker Whisky Atlantic Challenge rowed 12-18 hday-1 for ∼3000 miles. TEE was assessed in the final week of the row using 2 H2 18 O doubly labelled water, and EI was analysed from daily ration packs over this period. Thickness of relatively active (vastus lateralis, intermedius, biceps brachaii and rectus abdominus) and inactive (gastrocnemius, soleus and triceps) muscles was measured pre (<7 days) and post (<24 h) row using ultrasound. Body mass was measured and used to calculate RMR from standard equations. There were no sex differences in males and females in EI (2.5 ± 0.5 and 2.3 ± 0.4 × RMR, respectively, P = 0.3050), TEE (2.5 ± 1.0 and 2.3 ± 0.4 × RMR, respectively, P = 0.5170), or body mass loss (10.2 ± 3.1% and 10.0 ± 3.0%, respectively, P = 0.8520), and no effect of age on EI (P = 0.5450) or TEE (P = 0.9344). Muscle loss occurred exclusively in the calf (15.7% ± 11.4% P < 0.0001), whilst other muscles remained unchanged. After 46 days of prolonged ultra-endurance ocean rowing incurring 10% body mass loss, maximal sustainable EI of ∼2.5 × RMR was unable to meet total TEE suggesting that there is indeed a physiological capacity to EI.
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Affiliation(s)
| | | | | | - Andrew J. Murton
- Department of SurgeryUniversity of Texas Medical BranchGalvestonTexasUSA
| | - Benjamin T. Wall
- Public Health and Sport Sciences, Medical SchoolUniversity of ExeterExeterUK
| | - Francis B. Stephens
- Public Health and Sport Sciences, Medical SchoolUniversity of ExeterExeterUK
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3
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Guo S, Shaoni GLL, Stuart-Smith WA, Davies AJ, Gifford JA. Dietary Intake of Masters Athletes: A Systematic Review. Nutrients 2023; 15:4973. [PMID: 38068832 PMCID: PMC10708321 DOI: 10.3390/nu15234973] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 11/24/2023] [Accepted: 11/25/2023] [Indexed: 12/18/2023] Open
Abstract
Dietary practices of masters athletes (MAs) may promote healthy ageing; however, they are poorly understood. The aims of this systematic review were to synthesise the literature on the dietary intakes of MAs and undertake comparisons between younger (35-50 years) and older (>50 years) MAs and the general population. A search was conducted across seven databases to identify relevant publications for screening and data extraction. Averages for energy intake (EI), macronutrients, and micronutrients were compared with data from the 2011-2012 Australian Health Survey (general population). Twenty-six studies (n = 2819) were included. Energy intake was higher for older (8908 kJ/d versus 7792 kJ/d) but not younger MAs (9073 kJ/d versus 8872 kJ/d) versus the general population. Younger versus older male MAs had higher energy and macronutrient intakes. Energy intake for older was comparable to younger female MAs (7819 kJ/d versus 7485 kJ/d), but older had higher protein, lower carbohydrate, and higher micronutrient intakes. Micronutrient intake was higher in MAs than the general population. Similar EIs for older MAs and younger general population may indicate potential for a higher-quality diet. Younger female MAs may restrict or misreport EI, requiring further investigation. There is a need for more comprehensive assessments of dietary intake in MAs to ascertain diet quality in relation to health.
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Affiliation(s)
- Sheran Guo
- Discipline of Nutrition and Dietetics, School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia; (S.G.); (W.A.S.-S.)
| | - Gabriella L. L. Shaoni
- Discipline of Nutrition and Dietetics, School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia; (S.G.); (W.A.S.-S.)
| | - Wendy A. Stuart-Smith
- Discipline of Nutrition and Dietetics, School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia; (S.G.); (W.A.S.-S.)
- Charles Perkins Centre, The University of Sydney, Camperdown, NSW 2006, Australia
- School of Behavioural and Health Sciences, Australian Catholic University, North Sydney, NSW 2060, Australia
| | - Alyse J. Davies
- Discipline of Nutrition and Dietetics, School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia; (S.G.); (W.A.S.-S.)
- Charles Perkins Centre, The University of Sydney, Camperdown, NSW 2006, Australia
| | - Janelle A. Gifford
- Charles Perkins Centre, The University of Sydney, Camperdown, NSW 2006, Australia
- Discipline of Exercise and Sport Science, Sydney School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia
- Sport and Physical Activity Research and Teaching Network (SPARTAN), The University of Sydney, Camperdown, NSW 2006, Australia
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Dolan E, Sale C, Hedrick MS. Athletes of the animal kingdom: Exercise insights from comparative and evolutionary biology. Comp Biochem Physiol A Mol Integr Physiol 2023; 285:111509. [PMID: 37633487 DOI: 10.1016/j.cbpa.2023.111509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/28/2023]
Affiliation(s)
- Eimear Dolan
- Applied Physiology and Nutrition Research Group, Center of Lifestyle Medicine, Faculdade de Medicina FMUSP, Universidade de São Paulo, Brazil.
| | - Craig Sale
- Department of Sport and Exercise Sciences, Manchester Metropolitan University Institute of Sport, Manchester, UK
| | - Michael S Hedrick
- Department of Biological Sciences, California State University, East Bay, Hayward, CA 94542, USA
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Burke LM, Ackerman KE, Heikura IA, Hackney AC, Stellingwerff T. Mapping the complexities of Relative Energy Deficiency in Sport (REDs): development of a physiological model by a subgroup of the International Olympic Committee (IOC) Consensus on REDs. Br J Sports Med 2023; 57:1098-1108. [PMID: 37752007 DOI: 10.1136/bjsports-2023-107335] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/20/2023] [Indexed: 09/28/2023]
Abstract
The 2023 International Olympic Committee (IOC) consensus statement on Relative Energy Deficiency in Sport (REDs) notes that exposure to low energy availability (LEA) exists on a continuum between adaptable and problematic LEA, with a range of potential effects on both health and performance. However, there is variability in the outcomes of LEA exposure between and among individuals as well as the specific manifestations of REDs. We outline a framework for a 'systems biology' examination of the effect of LEA on individual body systems, with the eventual goal of creating an integrated map of body system interactions. We provide a template that systematically identifies characteristics of LEA exposure (eg, magnitude, duration, origin) and a variety of moderating factors (eg, medical history, diet and training characteristics) that could exacerbate or attenuate the type and severity of impairments to health and performance faced by an individual athlete. The REDs Physiological Model may assist the diagnosis of underlying causes of problems associated with LEA, with a personalised and nuanced treatment plan promoting compliance and treatment efficacy. It could also be used in the strategic prevention of REDs by drawing attention to scenarios of LEA in which impairments of health and performance are most likely, based on knowledge of the characteristics of the LEA exposure or moderating factors that may increase the risk of harmful outcomes. We challenge researchers and practitioners to create a unifying and dynamic physiological model for each body system that can be continuously updated and mapped as knowledge is gained.
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Affiliation(s)
- Louise M Burke
- Mary MacKillop Institute for Health Research, Australian Catholic University, Melbourne, Victoria, Australia
| | - Kathryn E Ackerman
- Wu Tsai Female Athlete Program, Division of Sports Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
- Neuroendocrine Unit, Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Ida A Heikura
- Canadian Sport Institute Pacific, Victoria, British Columbia, Canada
- Exercise Science, Physical & Health Education, University of Victoria, Victoria, British Columbia, Canada
| | - Anthony C Hackney
- Department of Exercise & Sport Science, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Trent Stellingwerff
- Canadian Sport Institute Pacific, Victoria, British Columbia, Canada
- Exercise Science, Physical & Health Education, University of Victoria, Victoria, British Columbia, Canada
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