Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2023 Mar;43(2):120-127.
doi: 10.1111/cpf.12800. Epub 2022 Dec 1.

Detailed investigation of multiple resting cardiovascular parameters in relation to physical fitness

Affiliations

Detailed investigation of multiple resting cardiovascular parameters in relation to physical fitness

Lars Lind et al. Clin Physiol Funct Imaging. 2023 Mar.

Abstract

Objective: Maximal oxygen consumption at an exercise test (VO2 -max) is a commonly used marker of physical fitness. In the present study, we aimed to find independent clinical predictors of VO2 -max by use of multiple measurements of cardiac, respiratory and vascular variables collected while resting.

Methods: In the Prospective study of Obesity, Energy and Metabolism (POEM), 420 subjects aged 50 years were investigated regarding endothelial function, arterial compliance, heart rate variability, arterial blood flow and atherosclerosis, left ventricular structure and function, lung function, multiple blood pressure measurements, lifestyle habits, body composition and in addition a maximal bicycle exercise test with gas exchange (VO2 and VCO2 ).

Results: When VO2 -max (indexed for lean mass) was used as the dependent variable and the 84 hemodynamic or metabolic variables were used as independent variables in separate sex-adjusted models, 15 variables showed associations with p < 0.00064 (Bonferroni-adjusted). Eight independent variables explained 21% of the variance in VO2 -max. Current smoking and pulse wave velocity (PWV) were the two major determinants of VO2 -max (explaining each 7% and 3% of the variance; p < 0.0001 and p = 0.008, respectively). They were in order followed by vital capacity, fat mass, pulse pressure, and high-density lipoprotein (HDL)-cholesterol. The relationships were inverse for all these variables, except for vital capacity and HDL.

Conclusion: Several metabolic, cardiac, respiratory and vascular variables measured at rest explained together with smoking 21% of the variation in VO2 -max in middle-aged individuals. Of those variables, smoking and PWV were the most important.

Keywords: VO2-max; exercise test; physical fitness; pulse wave velocity; smoking.

PubMed Disclaimer

Conflict of interest statement

The authors declare no conflict of interest.

Figures

Figure 1
Figure 1
Relationships between hemodynamic and metabolic variables and VO2‐max (adjusted for lean mass) when the hemodynamic and metabolic variables were evaluated one by one. The regression coefficient and 95% CIs are given for the sex‐adjusted analyses. a, atrial contraction transmitral filling velocity; AIx, aortic augmentation index; AMBP, ambulatory monitoring of blood pressure; BMI, body mass index; CI, cardiac index; DBP, diastolic blood pressure; e, early transmitral filling velocity; EDV, endothelium‐dependent vasodilatation; EE, energy expenditure; EF, ejection fraction; EIDV, endothelium‐independent vasodilatation; FEV1, forced expiratory volume at 1 s; FMD, flow‐mediated dilatation; HDL, high‐density lipoprotein; HR, heart rate; HRV, heart rate variability; IM‐GSM, echogenicity of the intima‐media complex; IMT, intima‐media thickness; IVRT, isovolumetric relaxation time; IVS, intraventricular thickness; LA, left atrial diameter; LF, low frequency; LF/HF ratio, low‐frequency/high‐frequency ratio; LVEDD, left ventricular end‐diastolic diameter; LVESD, left ventricular end‐systolic diameter; LVMI, left ventricular mass index; PP, pulse pressure; PW, posterior wall thickness; PWV, pulse wave velocity; RHI, reactive hyperaemia index; RI, reflectance index; RQ, respiratory quote; RWT, relative wall thickness; SBP, systolic blood pressure; SDFV, systolic to diastolic blood flow velocity; SI, stroke index; SV/PP‐ratio, stroke volume to pulse pressure ratio; TPRI, total peripheral resistance index; VC, Vital capacity; VCO2, carbon dioxin production; VO2, oxygen consumption.
Figure 2
Figure 2
Relationships between VO2‐max (adjusted for lean mass) and variables were found to be of major importance to explain the variation in VO2‐max (adjusted for lean mass). VO2‐max versus current smoking is given in the upper panel. VO2‐max versus pulse wave velocity (PWV) is in the middle panel and VO2‐max versus fat mass is given in the lower panel.

Similar articles

References

    1. Amara, C.E. , Koval, J.J. , Johnson, P.J. , Paterson, D.H. , Winter, E.M. & Cunningham, D.A. (2000) Modelling the influence of fat‐free mass and physical activity on the decline in maximal oxygen uptake with age in older humans. Experimental Physiology, 85, 877–885. - PubMed
    1. Augustine, J.A. , Yoon, E.S. , Choo, J. , Heffernan, K.S. & Jae, S.Y. (2016) The relationship between cardiorespiratory fitness and aortic stiffness in women with central obesity. Journal of Women's Health, 25, 680–686. - PubMed
    1. Bernaards, C.M. , Twisk, J.W.R. , Van Mechelen, W. , Snel, J. & Kemper, H.C.G. (2003) A longitudinal study on smoking in relationship to fitness and heart rate response. Medicine and Science in Sports and Exercise, 35, 793–800. - PubMed
    1. Binder, J. , Bailey, K. , Seward, J. , Squires, R. , Kunihiro, T. , Hensrud, D. et al. (2006) Aortic augmentation index is inversely associated with cardiorespiratory fitness in men without known coronary heart disease. American Journal of Hypertension, 19, 1019–1024. - PubMed
    1. de Borba, A. , Jost, R. , Gass, R. , Nedel, F. , Cardoso, D. , Pohl, H. et al. (2014) The influence of active and passive smoking on the cardiorespiratory fitness of adults. Multidisciplinary Respiratory Medicine, 9, 34. - PMC - PubMed

Grants and funding