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Prediction of maximum oxygen uptake over time in adults: analysis from the FRIEND registry
Indexado
WoS WOS:001445997200001
Scopus SCOPUS_ID:86000531876
DOI 10.1590/1414-431X2025E13731
Año 2025
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



Maximum oxygen uptake (VO.2max) equations from developed . countries are inaccurate for developing countries. Accordingly, we aimed to develop equations to predict treadmill VO2max over time based on variables other than exercise test in adults from the USA and Brazil undergoing cardiopulmonary exercise testing (CPET). We analyzed data from 2,170 adults who underwent two CPETs (1,307 men; 20–85 years) from the USA (n=1,880) and Brazil (n=290) with a second test after 2.0±1.7 years on average. We fit linear mixed-effects models to develop equations using 90% of the sample, randomly selected. In the remaining 10% of the cohort, we used the coefficient of variation, intraclass correlation coefficient, and the . Bland and Altman plots to cross-validate the optimal equation. Our best linear mixed model equation was as follows: VO2max (mLO2 •kg–1•min–1) = 62.01 – (0.23 × Ageyears) – (0.001 × Age × Age) – (0.65 × Body mass index2kg/m) + (5.47 × Sexfemales=0; males=1) + (2.78 × CountryBrazil=0; USA=1) – (0.68 × Arterial hypertensionno=0; yes=1) – (0.45 × Hyperlipidemiano=0; yes=1) – (2.02 × Smokingno=0; yes=1) – (4.36 × Insufficiently activeno=0; yes=1) – (1.67 × Beta-blockersno=0; yes=1); R2=0.566. Our main equation was reliable at baseline according to Bland and Altman plot results (mean difference, 0.01 mLO2•kg–1•min–1: 95%CI, –13.94 to 13.98; P=0.966) and over time (0.44 mLO2•kg–1•min–1: 95%CI, –13.5 to 12.4; P=0.439). Demographic and anthropometric attributes, cardiovascular risk, and beta-blockers are valuable for predicting VO.2max at baseline and over time. The developed equations may apply to countries with socioeconomic and demographic characteristics such as Brazil and the USA.

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Disciplinas de Investigación



WOS
Biology
Medicine, Research & Experimental
Scopus
Sin Disciplinas
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 Dourado, V. Z. - Universidade Federal de São Paulo - Brasil
Harvard T.H. Chan School of Public Health - Estados Unidos
Univ Fed Sao Paulo - Brasil
Harvard TH Chan Sch Publ Hlth - Estados Unidos
2 Barbosa, A. C. - Universidade Federal de São Paulo - Brasil
Univ Fed Sao Paulo - Brasil
3 Simões, M. S.M.P. - Universidade Federal de São Paulo - Brasil
3 Simoes, M. S. M. P. - Univ Fed Sao Paulo - Brasil
Universidade Federal de São Paulo - Brasil
4 Lauria, V. T. - Universidade Federal de São Paulo - Brasil
Univ Fed Sao Paulo - Brasil
5 Matheus, A. C. - Universidade Federal de São Paulo - Brasil
Univ Fed Sao Paulo - Brasil
6 Sadarangani, K. P. - Universidad Autónoma de Chile - Chile
Universidad Diego Portales - Chile
7 Arantes, R. L. - Instituto de Medicina Cardiovascular Angiocorpore - Brasil
Inst Med Cardiovasc Angiocorpore - Brasil
8 Romiti, M. - Instituto de Medicina Cardiovascular Angiocorpore - Brasil
Inst Med Cardiovasc Angiocorpore - Brasil
9 Peterman, J. E. - Ball State University - Estados Unidos
Ball State Univ - Estados Unidos
10 Arena, R. - University of Illinois at Chicago - Estados Unidos
UNIV ILLINOIS - Estados Unidos
11 Harber, M. P. - Taylor University - Estados Unidos
Taylor Univ - Estados Unidos
12 Myers, J. - VA Palo Alto Health Care System - Estados Unidos
Vet Affairs Palo Alto Healthcare Syst - Estados Unidos
Stanford Univ - Estados Unidos
13 Kaminsky, L. A. - Ball State University - Estados Unidos
Ball State Univ - Estados Unidos

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Financiamiento



Fuente
São Paulo Research Foundation (FAPESP)
Fundação de Amparo à Pesquisa do Estado de São Paulo
University of Tennessee
Brooke Army Medical Center
Yale School of Medicine
Ball State University
University of Massa-chusetts
Taylor University
Longwood University
Mitchell Whaley
Springfield College
Fitness Institute of Texas in the Department of Kinesiology and Health Education at the University of Texas at Austin
University of Mount Union
Hartford Hospital

Muestra la fuente de financiamiento declarada en la publicación.

Agradecimientos



Agradecimiento
We thank all the practitioners who performed and analyzed the cardiopulmonary exercise tests. V.Z. Dou-rado mainly thanks the FRIEND Advisory Board for the opportunity to develop the present study. Prof. V.Z. Dourado expresses gratitude to the Lown Scholars in Cardiovascular Health Program at Harvard T. H. Chan School of Public Health for covering the page charges of this Original Article. FRIEND Consortium Contributors: Ball State University (Leonard Kaminsky, Matthew Harber, and Mitchell Whaley), Brooke Army Medical Center (Kenneth Leclerc, MD), Clay Exercise Science Center at the University of Mount Union (Katherine Clark, PhD), Fitness Institute of Texas in the Department of Kinesiology and Health Education at the University of Texas at Austin (Philip Stanford), Hartford Hospital (Paul Thompson, MD and Beth Taylor, PhD), John B. Pierce Laboratory, Yale School of Medicine (Nina Stachenfeld, PhD, Tehreem Pasha, and Medha Illindala), Longwood University (Jo Morrison, PhD), Springfield College (Samuel Headley, PhD, Luke Pelton), Taylor University (Erik Hayes, PhD), University of Massa-chusetts (Linda Pescatello, PhD), University of Tennessee, Knoxville (David Bassett, PhD). We thank the S\u00E3o Paulo Research Foundation (FAPESP grant number 2011/07282-6) for funding the project on the Brazilian side, where Brazilian exercise tests were conducted.
We thank the Sao Paulo Research Foundation (FAPESP grant number 2011/07282-6) for funding the project on the Brazilian side, where Brazilian exercise tests were conducted.

Muestra la fuente de financiamiento declarada en la publicación.