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Published on: March 9, 2021
Autonomic adaptation to repeated cold water ingestion: time-resolved HRV analysis
Fırat Matur1, Gözde Hilal Öçalan2, Bora Büyüksaraç2
1Biomedical Engineering, Bahçesehir University, çırağan Caddesi Osmanpaşa Mektebi Sokak No: 4-6, Beşiktaş, 34510, İstanbul, Türkiye. firat.matur@bau.edu.tr.
European Journal of Applied Physiology
|July 21, 2026
Summary
Cold-water ingestion modulates heart rate variability (HRV), a marker of autonomic function. A new modeling framework quantifies repeated HRV responses, revealing adaptation and additive effects with successive stimuli.
Area of Science:
- Physiology
- Autonomic Nervous System Research
- Cardiovascular Regulation
Background:
- Heart rate variability (HRV) serves as a non-invasive indicator of autonomic nervous system (ANS) function.
- Cold-water ingestion is a known method for modulating HRV.
- Previous research lacked a unified framework to analyze repeated HRV stimulation effects.
Purpose of the Study:
- To develop and validate a time-resolved modeling framework for analyzing HRV changes.
- To differentiate between residual and stimulus-specific autonomic responses to repeated cold-water ingestion.
- To quantify the physiological adaptation and additive effects of sequential HRV stimuli.
Main Methods:
- Analysis of electrocardiograms from 39 healthy participants undergoing two cold-water ingestion trials.
- Segmentation of recordings into 5-minute windows for HRV variable extraction (time, frequency, fractal domains).
- Application of linear mixed-effects models with time components to characterize transient and sustained autonomic responses.
Main Results:
- The first cold-water stimulus significantly altered HRV, with maximum effects observed within 17-30 minutes and recovery up to 60 minutes.
- The second stimulus produced attenuated yet additive responses, indicating partial physiological adaptation and shorter recovery times.
- Frequency domain analysis showed additive effects, while fractal analysis indicated changes in short-term but not long-term dynamics.
Conclusions:
- The developed time-resolved modeling framework successfully distinguishes residual from stimulus-specific HRV effects.
- This framework enables precise quantification of autonomic responses to repeated stimuli.
- It establishes a standardized methodology for future studies involving repeated HRV stimulation paradigms.

