ArticleSensors (Basel, Switzerland)2021
Estimating Resting HRV during fMRI: A Comparison between Laboratory and Scanner Environment.
Article in Sensors (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Diurnal Variations and Test-Retest Reliability of Resting-State Functional MRI Metrics.Human brain mapping · 2026Article
- Distinct Brain Systems Support Afferent and Efferent Autonomic Activity.bioRxiv : the preprint server for biology · 2026Article
- Distinct brain systems support afferent and efferent autonomic activity.Social cognitive and affective neuroscience · 2026Article
- Central autonomic network-heart interplay in anorexia nervosa. A cross-spectral dynamic causal modeling study.NeuroImage. Clinical · 2026Article
- Cognitive implications of white matter microstructural changes in individuals with low heart rate variability: a NODDI study.Frontiers in neurology · 2025Article
- Denoising physiological data collected during multi-band, multi-echo EPI sequences.Aperture neuro · 2023Article
- Cardiodiagnostics Based on Photoplethysmographic Signals.Diagnostics (Basel, Switzerland) · 2022Article
- What comes first: Heart rate variability changes or insomnia? A causal investigation using Mendelian randomization.International journal of clinical and health psychology : IJCHPArticle
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Authors and funding
3 authors.
Funding
Abstract
Heart rate variability (HRV) is regularly assessed in neuroimaging studies as an indicator of autonomic, emotional or cognitive processes. In this study, we investigated the influence of a loud and cramped environment during magnetic resonance imaging (MRI) on resting HRV measures. We compared recordings during functional MRI sessions with recordings in our autonomic laboratory (LAB) in 101 healthy subjects. In the LAB, we recorded an electrocardiogram (ECG) and a photoplethysmogram (PPG) over 15 min. During resting state functional MRI, we acquired a PPG for 15 min. We assessed anxiety levels before the scanning in each subject. In 27 participants, we performed follow-up sessions to investigate a possible effect of habituation. We found a high intra-class correlation ranging between 0.775 and 0.996, indicating high consistency across conditions. We observed no systematic influence of the MRI environment on any HRV index when PPG signals were analyzed. However, SDNN and RMSSD were significantly higher when extracted from the PPG compared to the ECG. Although we found a significant correlation of anxiety and the decrease in HRV from LAB to MRI, a familiarization session did not change the HRV outcome. Our results suggest that psychological factors are less influential on the HRV outcome during MRI than the methodological choice of the cardiac signal to analyze.
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Registered trials
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