Evidence map›Paper›PMID 23246859›Full record

ArticleNeuroImage2013

Association between heart rate variability and fluctuations in resting-state functional connectivity.

Catie Chang, Coraline D Metzger, Gary H Glover, Jeff H Duyn, Hans-Jochen Heinze, Martin Walter

Abstract read
In one paragraph

Article in NeuroImage, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 216 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
216citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

216 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Intoxication due to Δ9-tetrahydrocannabinol is characterized by disrupted prefrontal cortex activity.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2024
    Trial
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  6. Heart rate variability (HRV) changes and cortical volume changes in a randomized trial of five weeks of daily HRV biofeedback in younger and older adults.International journal of psychophysiology : official journal of the International Organization of Psychophysiology · 2022
    Trial
  7. Identification of ∆9-tetrahydrocannabinol (THC) impairment using functional brain imaging.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2022
    Trial
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  10. Altered Insula Connectivity under MDMA.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2017
    Trial
  11. Trial
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  14. Trial
  15. Article
  16. Article
  17. Article
  18. Distinct Brain Systems Support Afferent and Efferent Autonomic Activity.bioRxiv : the preprint server for biology · 2026
    Article
  19. Article
  20. Sleep deprivation exhibits an age-dependent effect on infraslow global brain activity.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article

156 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Catie ChangAdvanced MRI Section, Laboratory of Functional and Molecular Imaging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.
Coraline D Metzger
Gary H Glover
Jeff H Duyn
Hans-Jochen Heinze
Martin Walter

Funding

Magnetic Resonance Imaging of Human Brain Anatomy and FunctionZIANS003027 · NINDS · NATIONAL INSTITUTE OF NEUROLOGICAL DISORDERS AND STROKE · PI DUYN, JEFF · 2009 to 2025
$31.2M
X-RAY COMPATIBLE RF-COIL FOR MR IMAGINGP41RR009784 · NCRR · STANFORD UNIVERSITY · PI GLOVER, GARY H · 1995 to 2011
$15.0M
Training and DisseminationP41EB015891 · NIBIB · STANFORD UNIVERSITY · PI GLOVER, GARY H · 2012 to 2019
$10.7M
Temporal Characteristics of Intrinsic Brain Networks using fMRIF31AG032168 · NIA · STANFORD UNIVERSITY · PI CHANG, CATHERINE ELIZABETH · 2008 to 2010
$124k
Intramural NIH HHS Z99 NS999999NCRR NIH HHS P41 RR009784NCRR NIH HHS P41-RR09784NIA NIH HHS F31 AG032168NIA NIH HHS F31-AG032168NIBIB NIH HHS P41 EB015891
6 · The paper itself

Abstract

Functional connectivity has been observed to fluctuate across the course of a resting state scan, though the origins and functional relevance of this phenomenon remain to be shown. The present study explores the link between endogenous dynamics of functional connectivity and autonomic state in an eyes-closed resting condition. Using a sliding window analysis on resting state fMRI data from 35 young, healthy male subjects, we examined how heart rate variability (HRV) covaries with temporal changes in whole-brain functional connectivity with seed regions previously described to mediate effects of vigilance and arousal (amygdala and dorsal anterior cingulate cortex; dACC). We identified a set of regions, including brainstem, thalamus, putamen, and dorsolateral prefrontal cortex, that became more strongly coupled with the dACC and amygdala seeds during states of elevated HRV. Effects differed between high and low frequency components of HRV, suggesting specific contributions of parasympathetic and sympathetic tone on individual connections. Furthermore, dynamics of functional connectivity could be separated from those primarily related to BOLD signal fluctuations. The present results contribute novel information about the neural basis of transient changes of autonomic nervous system states, and suggest physiological and psychological components of the recently observed non-stationarity in resting state functional connectivity.

Indexed as

Brain MappingAdultBrainHeart RateHumansImage Interpretation, Computer-AssistedMagnetic Resonance ImagingMaleNeural PathwaysRestYoung Adult

Identifiers

PMID23246859
PMCPMC3746190

What OpenQuestion holds

Textmetadata
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Read underepoch 390

Registered trials

None linked

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.