Related Experiment Video
Updated: Jun 11, 2025

Using Near-Infrared Spectroscopy Wearable Devices to Identify Central Versus Peripheral Limitations During Exercise
Published on: December 19, 2024
Recalibrated FRIEND equation for peak oxygen pulse is accurate in endurance athletes: the NOODLE study
Przemysław Kasiak1,2, Tomasz Kowalski3, Andrzej Klusiewicz4
13rd Department of Internal Medicine and Cardiology, Medical University of Warsaw, Warsaw, Poland. przemyslaw.kasiak@wum.edu.pl.
Abstract:
Peak oxygen pulse (O2Ppeak) is an important index of cardiorespiratory fitness (CRF). The FRIEND database is a global source of reference values for CRF. However, no reference equation is tailored for endurance athletes (EA) to predict O2Ppeak. Here, we adjusted the well-established FRIEND equation for O2Ppeak to the characteristics of the EA population. 32 (34.0%) female EA and 62 (66.0%) male well-trained EA underwent maximal cardiopulmonary exercise test on a treadmill. V̇O2max was 4.5 ± 0.5 L min-1 in males and 3.1 ± 0.4 L min-1 in females. O2Ppeak was 23.6 ± 2.8 mL beat-1 and 16.4 ± 2.0 mL beat-1 for males and females, respectively. Firstly, we externally validated the original FRIEND equation. Secondly, using multiple linear regression, we adjusted the FRIEND equation for O2Ppeak to the population of EA. The original FRIEND equation underestimated O2Ppeak for 2.9 ± 2.9 mL beat-1 (P < .001) in males and 2.2 ± 2.1 mL beat-1 (P < .001) in females. The updated equation was 1.36 + 1.07 (23.2 · 0.09 · age - 6.6 [if female]). The new equation explained 62% of the variance and significantly predicted O2Ppeak (R2 = 0.62, β = 0.78, P < .001). The error of the EA-adjusted model was 0.1 ± 2.9 mL beat-1 (P = .82) and 0.2 ± 2.1 mL beat-1 (P = .65) for males and females respectively. Recalibration of the original FRIEND equation significantly enhances its accuracy among EA. The error of the EA-adjusted model was negligible. A new recalibrated equation should be used to predict O2Ppeak in the population of EA.
More Related Videos
Related Concept Videos
Special considerations while measuring oxygen saturation
Ensuring accuracy in vital sign recordings while prioritizing patient comfort and minimizing anxiety is...
Pulse Oximetry
Purpose
Average SpO2 values are greater than 95%. If the readings fall below 90%, it indicates that...
Exercise and Cardiac Output
Sustained exercise increases the muscles' oxygen demand, which can be...
Assessment of Diffusion and Perfusion
The Role of Diffusion in Respiration
Diffusion is the process by which molecules move from an area of higher concentration to an area of lower concentration. In the respiratory system, this...

