Evidence map›Paper›PMID 42479067›Full record

ArticleEuropean journal of applied physiology2026

Autonomic adaptation to repeated cold water ingestion: time-resolved HRV analysis.

Fırat Matur, Gözde Hilal Öçalan, Bora Büyüksaraç

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Article in European journal of applied physiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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3 authors.

Fırat MaturBiomedical Engineering, Bahçesehir University, çırağan Caddesi Osmanpaşa Mektebi Sokak No: 4-6, Beşiktaş, 34510, İstanbul, Türkiye. firat.matur@bau.edu.tr.ORCID http://orcid.org/0000-0001-5676-5019
Gözde Hilal ÖçalanBiomedical Engineering, Bahçesehir University, çırağan Caddesi Osmanpaşa Mektebi Sokak No: 4-6, Beşiktaş, 34510, İstanbul, Türkiye.ORCID http://orcid.org/0009-0006-1380-3234
Bora BüyüksaraçBiomedical Engineering, Bahçesehir University, çırağan Caddesi Osmanpaşa Mektebi Sokak No: 4-6, Beşiktaş, 34510, İstanbul, Türkiye.ORCID http://orcid.org/0000-0001-5831-9418

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No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeHeart rate variability (HRV) is a non-invasive marker of autonomic function, and cold-water ingestion effectively modulates HRV. However, no prior study has provided a unified time-resolved modeling framework capable of separating residual and stimulus-specific autonomic effects in repeated HRV stimulation paradigms. SUBJECTS AND

methodsElectrocardiograms from 39 healthy participants, exposed to two cold water ingestion (500 ml at  8[Formula: see text]C) separated by 30 min, were analyzed. After segmenting recordings into 5-minute windows, HRV variables in time, frequency, and fractal domains were extracted. Linear mixed-effects models with linear and quadratic time components were used to characterize both transient and sustained responses.

resultsThe first stimulus resulted in pronounced autonomic modulation: heart rate decreased by 8.8%, other time-domain HRV variables increased (SDNN: +27.8%, RMSSD: +42.4%, pNN50: +75.6%). Maximum responses reached within 17-30 min, with recovery times of up to 60 min. The second stimulus resulted in additional but attenuated responses (SDNN: +2.9%, RMSSD: +41.7%, pNN50: +76.2%), with shorter recovery times (25-32 min), suggesting partial physiological adaptation. Frequency domain responses were smaller in magnitude but additive: with successive stimuli, ln(LF) response (+5.8% to +6.7%), and ln(HF) response increased (+9.2% to +10.5%). Fractal analysis revealed a decrease in short-term scaling (Alpha 1: -8.1% to -8.8%) without significant changes in long-term dynamics (Alpha 2).

conclusionsThe proposed time-resolved modeling framework effectively separates residual from stimulus-specific HRV effects, enabling quantification of repeated autonomic responses and providing a standardized approach for future repeated HRV stimulation studies.

Indexed as

Adaptation, PhysiologicalAutonomic Nervous SystemCold TemperatureDrinkingHeart RateAdultElectrocardiographyFemaleHumansMaleWaterWaterAutonomic regulationCold water ingestionHeart rate variabilityQuadratic regression modeling

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.