Cited by 136Transcranial Magnetic Stimulation StudiesHeart Rate Variability and Autonomic ControlVagus Nerve Stimulation Research

A meta-analysis of non-invasive brain stimulation and autonomic functioning: Implications for brain-heart pathways to cardiovascular disease

Open access
Makovac, Elena, Thayer, Julian F., Ottaviani, Cristina·2017·Neuroscience & Biobehavioral Reviews

Abstract

Given the intrinsic connection between the brain and the heart, a recent body of research emerged with the aim to influence cardiovascular system functioning by non-invasive brain stimulation (NIBS) methods such as repetitive transcranial magnetic stimulation and transcranial direct current stimulation. Despite the implications of cardiovascular activity modulation for therapeutic purposes, such effects of NIBS have not yet been quantified. The aim of this study was to meta-analyze studies on NIBS effects on blood pressure (BP), heart rate (HR) and its variability (HRV). PubMed and Scopus databases were searched for English language studies conducted in humans. Twenty-nine studies were eligible for the analyses. Pooled effect sizes (Hedges' g) were compared. Random effect models were used. NIBS was effective in reducing HR (g=0.17) and enhancing HRV (g=0.30). A marginal effect emerged for BP (g=0.21). Significant moderators were the stimulation technique and the site of stimulation. Results show that NIBS affects cardiovascular and autonomic nervous system activity, confirming a potential pathogenic brain-heart pathway to cardiovascular disease.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/j.neubiorev.2016.05.001

Cites

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Dorsolateral prefrontal cortex targeting is best for TMS effects on autonomic balance, with both excitatory and inhibitory protocols restoring autonomic balance in healthy and diseased populations.

    “Dorsolateral prefrontal cortex targeting is best for achieving these effects, with both excitatory and inhibitory protocols restoring autonomic balance in healthy individuals and diseased populations, including depression, schizophrenia, PTSD, obesity, bulimia nervosa, chronic pain, and spinal cord injury [11,12].”

    From The Heart’s Electromagnetic Field in Emotions, Empathy and Human Connection: Biosensor-Derived Insights into Heart–Brain Axis Mechanisms and a Basis for Novel BioMagnetoTherapies (2026) · cites this paper as [11]

    The Discussion (page unavailable) reports small autonomic effects of non-invasive brain stimulation and larger effects for TMS and prefrontal stimulation, supporting the general direction of the claim. But the moderation analysis (section 3.3.1; page unavailable) does not establish the dorsolateral prefrontal cortex as the best target, and the paper does not show that both excitatory and inhibitory protocols restore autonomic balance. The Discussion explicitly cautions that its healthy-versus-pathological comparison cannot establish equal effectiveness across populations; its list of studied conditions does not include schizophrenia, PTSD, or obesity. (LLM, conf=0.88)

    Experimental — accuracy not yet measured
  • TMS enhances vagal activity, improves HRV, and causes minor heart rate reductions.

    “TMS is also promising in the context of cardiovascular autonomic modulation where it has been shown to enhance vagal activity, improve HRV and cause minor heart rate reductions [11,12,15].”
  • High HRV is considered a marker of emotion regulation and stress adaptability, and it has been associated with increased PFC activity.

    “High HRV is considered a marker of emotion regulation and stress adaptability, and it has been associated with increased PFC activity (Makovac et al., 2017;Park et al., 2014;Thayer et al., 2012;Vanderhasselt et al., 2015).”

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

The citation lists haven’t been fetched yet

References 81 · Cited by 136

Authors
Makovac, E., Thayer, J. F., & Ottaviani, C.
Affiliations
  • Fondazione Santa Lucia (IT)
  • The Ohio State University (US)
Corresponding author
Ottaviani, Cristina
Venue
Neuroscience & Biobehavioral Reviews
Publisher
Elsevier BV
Published
2017-03
Volume
74
Issue
Pt B
Pages
330-341
ISSN
0149-7634 (ISSN-L)
OpenAlex
W2369104392
Cited by
136
References
81
Citations by year
2026: 12 · 2025: 9 · 2024: 13 · 2023: 22 · 2022: 13 · 2021: 24 · 2020: 17 · 2019: 13 · 2018: 5 · 2017: 5 · 2016: 3
FWCI
0.76
Type
journal article
Language
en
Open access
Locations
  • Neuroscience & Biobehavioral Reviews (acceptedVersion)
  • PubMed (publishedVersion)
  • IRIS Research product catalog (Sapienza University of Rome) (submittedVersion)
Funders
  • Italian Ministry of Health (GR-2011-02348232)
  • US National Science Foundation (IIS 134482)
Topics
  • Life Sciences › Neuroscience › Neurology › Transcranial Magnetic Stimulation Studies
  • Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Rate Variability and Autonomic Control
  • Life Sciences › Neuroscience › Neurology › Vagus Nerve Stimulation Research
Keywords
non-invasive brain stimulation, repetitive transcranial magnetic stimulation, transcranial direct current stimulation, autonomic nervous system, heart rate variability, blood pressure, heart rate, cardiovascular disease, neurocardiology
MeSH terms
Brain, Cardiovascular Diseases, Heart, Humans, Language, Transcranial Magnetic Stimulation, Transcranial Direct Current Stimulation

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review