Key result
Reducing respiratory artifacts using ECG-derived respiration decreased the LF/HF ratio difference between GABA and placebo by 39.5% at 60 minutes post-intake, compared to 48.7% using actual signals.
Why the study?
Heart rate variability assesses autonomic nervous activity during food intake but is influenced by respiration, which requires respiratory signals to reduce artifacts.
Does ECG-derived respiration accurately estimate respiratory signals and reduce respiratory artifacts in heart rate variability analysis during functional food intake in healthy males?
Does ECG-derived respiration accurately estimate respiratory signals and reduce respiratory artifacts in heart rate variability analysis during functional food intake in healthy males?
ECG-derived respiration methods can effectively reduce respiratory artifacts in heart rate variability analysis, providing a viable alternative to using actual respiratory signals in physiological studies.
Answers are grounded in this paper and cite their sources.
ECG-derived respiration may aid artifact reduction in food-effect HRV studies; leaves open impact on autonomic conclusions.
Heart rate variability (HRV) has been analyzed to assess the effects of food on autonomic nervous activity, but HRV is reportedly influenced by respiration. Reducing respiratory artifacts in HRV analysis requires respiratory signals. In this study, we estimated respiratory signals from electrocardiogram (ECG), compared these signals with actual respiratory signals, and investigated HRV indices before and after reducing respiratory artifacts based on estimated or actual respiratory signals during functional food intake. ECG and actual respiratory signals were recorded from five healthy males during gamma‐aminobutyric acid (GABA) or placebo intake. Estimated respiratory signals were obtained using eight types of ECG‐derived respiration (EDR) methods. The highest similarity to the actual signal was observed in the signals estimated from the EDR method based on the fourth‐order central moment. Comparing the LF/HF ratios (one of the HRV indices), the difference between GABA and placebo decreased at 60 min post‐intake after reducing respiratory artifacts than before reducing them; a decrease of 39.5% using the estimated signals and a decrease of 48.7% using actual signals. Our findings indicate that the EDR method provides the possibility of analyzing HRV with reduction of respiratory artifacts using only ECG, similar to using the actual respiratory signals, in functional food studies.
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Akai et al. (2025) studied Healthy (n=5). ECG-derived respiration (EDR) method vs. Actual respiratory signals was evaluated on Reduction in the difference of LF/HF ratio between GABA and placebo at 60 min post-intake compared to before artifact reduction. Reducing respiratory artifacts using ECG-derived respiration decreased the LF/HF ratio difference between GABA and placebo by 39.5% at 60 minutes post-intake, compared to 48.7% using actual signals.
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