Related Experiment Video
Updated: Jun 12, 2026

07:21
Walk with Me Hybrid Virtual/In-Person Walking for Older Adults with Neurodegenerative Disease
Published on: June 16, 2023
1.1K
Assessing the Validity and Reliability of the PNOE¯ for Measuring Cardiometabolic Outcomes During Walking Exercise
Manny M Y Kwok1, Shamay S M Ng1, Jonathan Myers2
1Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, China.
Journal of Functional Morphology and Kinesiology
|May 23, 2025
Summary
The PNOE system accurately measures cardiometabolic outcomes like oxygen uptake and energy expenditure. It is a reliable and valid tool comparable to the COSMED K5 for assessing respiratory gaseous exchange.
Area of Science:
- Cardiorespiratory physiology
- Exercise science
- Biomedical engineering
Background:
- Accurate measurement of cardiometabolic outcomes, including gaseous exchange and energy expenditure, is essential for health assessments.
- The PNOE system's validity and reliability for these measurements during exercise require thorough evaluation.
Purpose of the Study:
- To compare the PNOE system's accuracy against the COSMED K5 system for measuring cardiometabolic outcomes.
- To assess the validity and reliability of the PNOE system in healthy individuals during treadmill exercise.
Main Methods:
- Twenty-one healthy subjects performed a graded treadmill exercise protocol.
- Cardiometabolic parameters including oxygen uptake (VO2), carbon dioxide production (VCO2), and energy expenditure (EE) were measured using PNOE and COSMED K5 systems.
- Validity was assessed using Bland-Altman plots and intraclass correlation coefficients (ICCs); reliability was tested via test-retest.
Main Results:
- Intraclass correlation coefficients indicated good to excellent reliability for VCO2, respiratory exchange ratio (RER), and tidal volume (VT).
- Pearson's correlation coefficients showed moderate to high correlations between PNOE and K5 measurements for all parameters.
- Bland-Altman plots demonstrated that most measurements fell within acceptable confidence intervals.
Conclusions:
- The PNOE system demonstrates strong validity and reliability for measuring cardiometabolic outcomes.
- The PNOE system's performance is comparable to the established COSMED K5 system.
- The PNOE system is a suitable tool for assessing respiratory gaseous exchange and energy expenditure.
More Related Videos
Related Concept Videos
Pulse rhythm
Pulse rhythm refers to the pattern of pulsations within specific intervals, offering valuable insights into the regularity or irregularity of the heart's beats as observed through the pattern of pulsation within specific intervals. A regular pulse exhibits a consistent heart rate with uniform waveforms and pulsation force, variations of which can be classified as normal, weak, or bounding.
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac muscle...
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac muscle...
Pulse Oximetry
Pulse oximetry, or SpO2, is a non-invasive method for continuously monitoring arterial oxygen saturation (SaO2). This procedure involves attaching a probe or sensor to the patient's fingertip, forehead, earlobe, or nose bridge. The sensor works by detecting changes in oxygen saturation levels through light signals generated by the oximeter and reflected by the pulsing blood under the probe.
Purpose
Average SpO2 values are greater than 95%. If the readings fall below 90%, it indicates that...
Purpose
Average SpO2 values are greater than 95%. If the readings fall below 90%, it indicates that...
Exercise Stress Test
Introduction
Exercise stress testing, commonly known as a treadmill test, is a noninvasive procedure used to evaluate cardiovascular function and diagnose heart conditions.
Definition
An exercise stress test measures the heart's response to exertion using a treadmill or stationary bicycle. Chest electrodes record the heart's electrical activity through an ECG, and blood pressure is monitored regularly.
Purposes
Exercise stress testing, commonly known as a treadmill test, is a noninvasive procedure used to evaluate cardiovascular function and diagnose heart conditions.
Definition
An exercise stress test measures the heart's response to exertion using a treadmill or stationary bicycle. Chest electrodes record the heart's electrical activity through an ECG, and blood pressure is monitored regularly.
Purposes

