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A healthy heart is not a metronome: an integrative review of the heart's anatomy and heart rate variability

Shaffer F, McCraty R, Zerr CL. · Frontiers in Psychology · 2014

Original publication · Original publication · Original publication

Attributed extracts from the research record

“Physiological coherence is used broadly and includes all of the specific approaches for quantifying the various types of coherence measures, such as cross-coherence (frequency entrainment between respiration, BP, and heart rhythms), or synchronization among systems (e.g., synchronization between various EEG rhythms and the cardiac cycle), auto-coherence (stability of a single waveform such as respiration or HRV patterns), and system resonance.”
“A coherent heart rhythm is defined as a relatively harmonic (sine-wave-like) signal with a very narrow, high-amplitude peak in the LF region of the HRV power spectrum with no major peaks in the VLF or HF regions. Coherence is assessed by identifying the maximum peak in the 0.04–0.26 Hz range of the HRV power spectrum, calculating the integral in a window 0.030 Hz wide, centered on the highest peak in that region, and then calculating the total power of the entire spectrum. The coherence ratio is formulated as: (Peak Power/[Total Power – Peak Power])”
“With practice, people can learn to breathe at their cardiovascular system's resonance frequency. This aligns the three oscillators (baroreflex, HR, and BP) at that frequency and moves the peak frequency from the HF range (≈0.2 Hz) to the LF range (≈0.1 Hz). Breathing at the resonance frequency more than doubles the energy in the LF band (0.04–0.15 Hz). This corresponds to the Institute of HeartMath's heart rhythm coherence, which is associated with a “narrow, high-amplitude, easily visualized peak” from 0.09 to 0.14 Hz”
“The resonance frequency model uses the mechanism of slow breathing at an individual’s resonance frequency, while the psychological coherence model adds and emphasizes the importance of the pattern and stability of vagal afferent traffic as important components of emotional self-regulation. Both approaches have been associated with increased overall HRV over time.”
“There is agreement that the concept of “coherence” in the heart rate signal is observed as a peak in the HRV power spectrum around 0.1 Hz, which reflects resonance frequency of breathing and resonance in the baroreflex. The authors’ “psychophysiological coherence model” advocates biofeedback training that actually creates a maximum of HRV variability at this virtual single frequency.”
“It is known that the power spectrum distribution of normal fluctuations in a healthy heart follows an 1/f pattern, characteristic of fractal signals. So, this leads us to juxtapose Coherence and simplicity vs fractals and complexity.”

Evidence and provenance

Chapter Trust Factor uses a minimum of three distinct qualifying studies. Publication records retain their own evidence and assessment.

Study design and assessment
design
assessment
Not recorded
trust Factor
score
1
scope
Paper
status
assessed
randomized Controlled Trial
false
blinding
not-applicable
peer Reviewed
true
basis
Indexed peer-reviewed research; a qualifying randomized controlled design is not established in the reviewed record.
sources

https://pubmed.ncbi.nlm.nih.gov/25324790/ · https://doi.org/10.3389/fpsyg.2014.01040 · https://www.frontiersin.org/articles/10.3389/fpsyg.2014.01040/full

review Scope
Existing publication-specific assessments and bibliographic indexing; no blanket full-text appraisal.
assessed At
2026-10-27
jadad
status
unassessed
score
Not recorded
evidence
Not recorded
Topics and recorded topic scores
  1. key
    sound:ix
    title
    Baroreflex, heart-rate variability and Mayer waves around 0.1 Hz
    collection
    sound
    trust Score
    1
  2. key
    language:ix
    title
    Meditation, yoga and biofeedback: heart-rate variability and autonomic regulation
    collection
    language
    trust Score
    2
Citation snapshot and identifiers
id
pmid-25324790
doi
10.3389/fpsyg.2014.01040
pmid
25324790
citation Snapshot
Not recorded
citations By Collection
sound
807
language
Not recorded
Complete approved library record
id
pmid-25324790
publication Key
Not recorded
aliases

src-ccd524bfd673

title
A healthy heart is not a metronome: an integrative review of the heart's anatomy and heart rate variability
journal
Frontiers in Psychology
publisher Family
frontiers
publisher Family Label
Frontiers
neurotransmitters
None recorded
year
2014
authors
Shaffer F, McCraty R, Zerr CL.
design
kind
Review / synthesis
identity Conflict
Not recorded
doi
10.3389/fpsyg.2014.01040
pmid
25324790
urls

https://www.frontiersin.org/articles/10.3389/fpsyg.2014.01040/full · https://doi.org/10.3389/fpsyg.2014.01040 · https://pubmed.ncbi.nlm.nih.gov/25324790/

collections

sound · language

categories

Heart rate & autonomic · Brain & nervous system · Methods & context

targets
None recorded
priority
1
quotes

“Physiological coherence is used broadly and includes all of the specific approaches for quantifying the various types of coherence measures, such as cross-coherence (frequency entrainment between respiration, BP, and heart rhythms), or synchronization among systems (e.g., synchronization between various EEG rhythms and the cardiac cycle), auto-coherence (stability of a single waveform such as respiration or HRV patterns), and system resonance.” · “A coherent heart rhythm is defined as a relatively harmonic (sine-wave-like) signal with a very narrow, high-amplitude peak in the LF region of the HRV power spectrum with no major peaks in the VLF or HF regions. Coherence is assessed by identifying the maximum peak in the 0.04–0.26 Hz range of the HRV power spectrum, calculating the integral in a window 0.030 Hz wide, centered on the highest peak in that region, and then calculating the total power of the entire spectrum. The coherence ratio is formulated as: (Peak Power/[Total Power – Peak Power])” · “With practice, people can learn to breathe at their cardiovascular system's resonance frequency. This aligns the three oscillators (baroreflex, HR, and BP) at that frequency and moves the peak frequency from the HF range (≈0.2 Hz) to the LF range (≈0.1 Hz). Breathing at the resonance frequency more than doubles the energy in the LF band (0.04–0.15 Hz). This corresponds to the Institute of HeartMath's heart rhythm coherence, which is associated with a “narrow, high-amplitude, easily visualized peak” from 0.09 to 0.14 Hz” · “The resonance frequency model uses the mechanism of slow breathing at an individual’s resonance frequency, while the psychological coherence model adds and emphasizes the importance of the pattern and stability of vagal afferent traffic as important components of emotional self-regulation. Both approaches have been associated with increased overall HRV over time.” · “There is agreement that the concept of “coherence” in the heart rate signal is observed as a peak in the HRV power spectrum around 0.1 Hz, which reflects resonance frequency of breathing and resonance in the baroreflex. The authors’ “psychophysiological coherence model” advocates biofeedback training that actually creates a maximum of HRV variability at this virtual single frequency.” · “It is known that the power spectrum distribution of normal fluctuations in a healthy heart follows an 1/f pattern, characteristic of fractal signals. So, this leads us to juxtapose Coherence and simplicity vs fractals and complexity.”

summary
limitation
citation Count
807
paper Trust Assessment
score
1
scope
Paper
status
assessed
randomized Controlled Trial
false
blinding
not-applicable
peer Reviewed
true
basis
Indexed peer-reviewed research; a qualifying randomized controlled design is not established in the reviewed record.
sources

https://pubmed.ncbi.nlm.nih.gov/25324790/ · https://doi.org/10.3389/fpsyg.2014.01040 · https://www.frontiersin.org/articles/10.3389/fpsyg.2014.01040/full

review Scope
Existing publication-specific assessments and bibliographic indexing; no blanket full-text appraisal.
assessed At
2026-10-27
citations By Collection
sound
807
language
Not recorded
topics
  1. key
    sound:ix
    title
    Baroreflex, heart-rate variability and Mayer waves around 0.1 Hz
    collection
    sound
    trust Score
    1
  2. key
    language:ix
    title
    Meditation, yoga and biofeedback: heart-rate variability and autonomic regulation
    collection
    language
    trust Score
    2
journal Key
frontiersinpsychology
journal Label
Frontiers in Psychology
chapter Entries
  1. id
    ix-pmid-25324790
    record Id
    pmid-25324790
    title
    A healthy heart is not a metronome: an integrative review of the heart's anatomy and heart rate variability
    journal
    Frontiers in Psychology
    year
    2014
    authors
    Shaffer F, McCraty R, Zerr CL.
    design
    urls

    https://www.frontiersin.org/articles/10.3389/fpsyg.2014.01040/full · https://doi.org/10.3389/fpsyg.2014.01040 · https://pubmed.ncbi.nlm.nih.gov/25324790/

    quotes
      1. text
        “Physiological coherence is used broadly and includes all of the specific approaches for quantifying the various types of coherence measures, such as cross-coherence (frequency entrainment between respiration, BP, and heart rhythms), or synchronization among systems (e.g., synchronization between various EEG rhythms and the cardiac cycle), auto-coherence (stability of a single waveform such as respiration or HRV patterns), and system resonance.”
        emphasis
        false
      1. text
        “A coherent heart rhythm is defined as a relatively harmonic (sine-wave-like) signal with a very narrow, high-amplitude peak in the LF region of the HRV power spectrum with no major peaks in the VLF or HF regions. Coherence is assessed by identifying the maximum peak in the 0.04–0.26 Hz range of the HRV power spectrum, calculating the integral in a window 0.030 Hz wide, centered on the highest peak in that region, and then calculating the total power of the entire spectrum. The coherence ratio is formulated as: (Peak Power/[Total Power – Peak Power])”
        emphasis
        false
      1. text
        “With practice, people can learn to breathe at their cardiovascular system's resonance frequency. This aligns the three oscillators (baroreflex, HR, and BP) at that frequency and moves the peak frequency from the HF range (≈0.2 Hz) to the LF range (≈0.1 Hz). Breathing at the resonance frequency more than doubles the energy in the LF band (0.04–0.15 Hz). This corresponds to the Institute of HeartMath's heart rhythm coherence, which is associated with a “narrow, high-amplitude, easily visualized peak” from 0.09 to 0.14 Hz”
        emphasis
        false
      1. text
        “The resonance frequency model uses the mechanism of slow breathing at an individual’s resonance frequency, while the psychological coherence model adds and emphasizes the importance of the pattern and stability of vagal afferent traffic as important components of emotional self-regulation. Both approaches have been associated with increased overall HRV over time.”
        emphasis
        false
      1. text
        “There is agreement that the concept of “coherence” in the heart rate signal is observed as a peak in the HRV power spectrum around 0.1 Hz, which reflects resonance frequency of breathing and resonance in the baroreflex. The authors’ “psychophysiological coherence model” advocates biofeedback training that actually creates a maximum of HRV variability at this virtual single frequency.”
        emphasis
        false
      1. text
        “It is known that the power spectrum distribution of normal fluctuations in a healthy heart follows an 1/f pattern, characteristic of fractal signals. So, this leads us to juxtapose Coherence and simplicity vs fractals and complexity.”
        emphasis
        false
    citation Count
    807
    source Pages

    67

    targets
    None recorded
    categories

    Heart rate & autonomic · Brain & nervous system · Methods & context

    doi
    10.3389/fpsyg.2014.01040
    pmid
    25324790
    paper Trust Assessment
    score
    1
    scope
    Paper
    status
    assessed
    randomized Controlled Trial
    false
    blinding
    not-applicable
    peer Reviewed
    true
    basis
    Indexed peer-reviewed research; a qualifying randomized controlled design is not established in the reviewed record.
    sources

    https://pubmed.ncbi.nlm.nih.gov/25324790/ · https://doi.org/10.3389/fpsyg.2014.01040 · https://www.frontiersin.org/articles/10.3389/fpsyg.2014.01040/full

    review Scope
    Existing publication-specific assessments and bibliographic indexing; no blanket full-text appraisal.
    assessed At
    2026-10-27
    collection
    sound
    chapter Number
    2
    topic Id
    ix
    topic Title
    Baroreflex, heart-rate variability and Mayer waves around 0.1 Hz
    trust Score
    1
  2. id
    language-ix-src-ccd524bfd673
    record Id
    src-ccd524bfd673
    title
    A Healthy Heart is Not a Metronome: An Integrative Review of the Heart's Anatomy and Heart Rate Variability
    journal
    Frontiers in Psychology
    year
    Not recorded
    authors
    design
    urls

    https://www.heartmath.org/research/research-library/basic/a-healthy-heart-is-not-a-metronome · https://doi.org/10.3389/fpsyg.2014.01040

    quotes
    None recorded
    citation Count
    Not recorded
    source Pages

    39

    targets
    None recorded
    categories

    Heart rate & autonomic

    doi
    10.3389/fpsyg.2014.01040
    pmid
    Not recorded
    paper Trust Assessment
    score
    1
    scope
    Paper
    status
    assessed
    randomized Controlled Trial
    false
    blinding
    not-applicable
    peer Reviewed
    true
    basis
    Indexed peer-reviewed research; a qualifying randomized controlled design is not established in the reviewed record.
    sources

    https://pubmed.ncbi.nlm.nih.gov/25324790/ · https://doi.org/10.3389/fpsyg.2014.01040 · https://www.frontiersin.org/articles/10.3389/fpsyg.2014.01040/full

    review Scope
    Existing publication-specific assessments and bibliographic indexing; no blanket full-text appraisal.
    assessed At
    2026-10-27
    collection
    language
    chapter Number
    2
    topic Id
    ix
    topic Title
    Meditation, yoga and biofeedback: heart-rate variability and autonomic regulation
    trust Score
    2
jadad
status
unassessed
score
Not recorded
condition Evidence
None recorded
conditions
None recorded
topic Trust Scores

1 · 2

full Text
status
open-license
retrieval Available
true
url
https://www.ebi.ac.uk/europepmc/webservices/rest/PMC4179748/fullTextXML
pmcid
PMC4179748
rights
license
http://creativecommons.org/licenses/by/4.0/
statement

Copyright © 2014 Shaffer, McCraty and Zerr. 2014 https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

sha256
fee2c43af13f4bf1f2c749cba4925e787c5dc4fed484f0d2b19fc140cd141e02
checked At
2026-10-24

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