Back

Optimization and Validation of Whole-Room Indirect Calorimetry for Improved Accuracy and Temporal Resolution

Hayden, C. M. T.; Arieta, L. R.; Copeland, J. M.; Busa, M. A.

2026-04-14 physiology
10.64898/2026.04.10.717789 bioRxiv
Show abstract

With metabolic disease on the rise across the globe, the devices that can provide precise and reliable estimates of energy expenditure and macronutrient oxidation can play a critical role in the development and evaluation of therapeutic regimes and wearable technologies that can be used outside of the laboratory. Whereas, metabolic carts can provide short-term (minutes to hours) metabolic measurements, whole-room calorimeters enable long-duration (hours to days) metabolic assessment, providing insights into how metabolism changes in response to meals, activity, sleep, etc. Obtaining accurate metabolic measurement via whole-room calorimetry, however, requires rigorous methods for calibration and quality assurance. To date most room calorimeters have been tuned to assess energy expenditure over long periods of time, i.e. 24-hours. Here we present novel calibration and signal processing techniques and recommendations that aim to improve the utility of metabolic chambers for use over different measurement epochs. This work serves as both a transparent description of our hardware, validation procedures, and data processing approaches.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
PLOS ONE
4510 papers in training set
Top 9%
18.9%
2
Frontiers in Physiology
93 papers in training set
Top 0.2%
12.6%
3
Sensors
39 papers in training set
Top 0.1%
10.3%
4
Nature Communications
4913 papers in training set
Top 26%
6.9%
5
Scientific Reports
3102 papers in training set
Top 22%
4.9%
50% of probability mass above
6
American Journal of Physiology-Endocrinology and Metabolism
34 papers in training set
Top 0.1%
4.2%
7
Frontiers in Bioengineering and Biotechnology
88 papers in training set
Top 0.9%
2.1%
8
Limnology and Oceanography: Methods
11 papers in training set
Top 0.1%
2.1%
9
Journal of Experimental Biology
249 papers in training set
Top 1%
1.9%
10
Molecular Metabolism
105 papers in training set
Top 0.9%
1.7%
11
Physiological Reports
35 papers in training set
Top 0.5%
1.7%
12
eLife
5422 papers in training set
Top 46%
1.4%
13
npj Digital Medicine
97 papers in training set
Top 3%
1.2%
14
Analytical and Bioanalytical Chemistry
17 papers in training set
Top 0.2%
1.2%
15
Behavior Research Methods
25 papers in training set
Top 0.2%
1.0%
16
The Analyst
15 papers in training set
Top 0.4%
0.9%
17
Plant Methods
39 papers in training set
Top 0.7%
0.8%
18
Journal of Biological Rhythms
21 papers in training set
Top 0.3%
0.8%
19
iScience
1063 papers in training set
Top 31%
0.8%
20
Physiological Genomics
15 papers in training set
Top 0.4%
0.7%
21
Journal of Biomedical Optics
25 papers in training set
Top 0.7%
0.7%
22
JMIR mHealth and uHealth
10 papers in training set
Top 0.4%
0.7%
23
GeroScience
97 papers in training set
Top 2%
0.7%
24
International Journal of Molecular Sciences
453 papers in training set
Top 17%
0.7%
25
Communications Biology
886 papers in training set
Top 28%
0.7%
26
Acta Physiologica
13 papers in training set
Top 0.3%
0.7%
27
Open Research Europe
14 papers in training set
Top 0.2%
0.7%
28
Human Brain Mapping
295 papers in training set
Top 5%
0.5%
29
American Journal of Physiology-Heart and Circulatory Physiology
32 papers in training set
Top 1%
0.5%
30
Nature Biomedical Engineering
42 papers in training set
Top 3%
0.5%