<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="article-commentary">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Physiol.</journal-id>
<journal-title>Frontiers in Physiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Physiol.</abbrev-journal-title>
<issn pub-type="epub">1664-042X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fphys.2021.602745</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physiology</subject>
<subj-group>
<subject>General Commentary</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Commentary: Photoplethysmography for Quantitative Assessment of Sympathetic Nerve Activity (SNA) During Cold Stress</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Ackermann</surname> <given-names>Stefan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1078077/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Laborde</surname> <given-names>Sylvain</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/196831/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Borges</surname> <given-names>Uirassu</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/580415/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Mosley</surname> <given-names>Emma</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/701866/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Institute of Psychology, Department of Performance Psychology, German Sport University Cologne</institution>, <addr-line>Cologne</addr-line>, <country>Germany</country></aff>
<aff id="aff2"><sup>2</sup><institution>Normandie Universit&#x000E9; Caen, UFR STAPS, EA 4260</institution>, <addr-line>Normandy</addr-line>, <country>France</country></aff>
<aff id="aff3"><sup>3</sup><institution>Institute of Psychology, Department of Health and Social Psychology, German Sport University Cologne</institution>, <addr-line>Cologne</addr-line>, <country>Germany</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Sport Science and Performance, Southampton Solent University</institution>, <addr-line>Southampton</addr-line>, <country>United Kingdom</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Massimo-Pagani, University of Milan, Italy</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Richard Viking Lundell, University of Helsinki, Finland</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Stefan Ackermann <email>stefan.ackermann1994&#x00040;gmx.de</email></corresp>
<corresp id="c002">Sylvain Laborde <email>s.laborde&#x00040;dshs-koeln.de</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Computational Physiology and Medicine, a section of the journal Frontiers in Physiology</p></fn></author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>06</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>602745</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>09</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>05</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 Ackermann, Laborde, Borges and Mosley.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Ackermann, Laborde, Borges and Mosley</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>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) and the copyright owner(s) 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.</p></license> </permissions>
<related-article id="RA1" related-article-type="commentary-article" journal-id="Front Physiol" journal-id-type="nlm-ta" vol="9" page="1863" xlink:href="30687108" ext-link-type="pubmed">A Commentary on <article-title>Photoplethysmography for Quantitative Assessment of Sympathetic Nerve Activity (SNA) During Cold Stress</article-title> by Budidha, K., and Kyriacou, P. A. (2019). Front. Physiol. 9:1863. doi: <object-id>10.3389/fphys.2018.01863</object-id></related-article> 
<kwd-group>
<kwd>photoplethysmography</kwd>
<kwd>heart rate variability</kwd>
<kwd>sympathetic nerve activity</kwd>
<kwd>cold stress</kwd>
<kwd>psychophysiology</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="40"/>
<page-count count="3"/>
<word-count count="2540"/>
</counts>
</article-meta>
</front>
<body>
<p>In relation to the paper &#x0201C;Photoplethysmography for Quantitative Assessment of Sympathetic Nerve Activity (SNA) During Cold Stress,&#x0201D; we have recommendations that may be of importance when considering future research aiming to assess SNA with photoplethysmography (PPG). The aim of this study was to investigate the differences in SNA between the periphery and the core during the cold pressor test (right-hand immersion in ice water) and cold exposure (whole body exposed to cold air) using PPG. Based on significant changes in the Low Frequency (LF) to High Frequency (HF) (LF/HF) ratio, the authors concluded that PPG is an effective method to measure SNA. From this conclusion we have highlighted three main issues that need to be addressed. Firstly, the LF/HF ratio is used as evidence for SNA change, based on the assumption that LF reflects SNA, a concept that has long been rejected in psychophysiology. Secondly, given the organization of the sympathetic nervous system, it is not possible to talk about SNA as a single unique concept. Finally, frequency components are investigated without considering breathing frequency, which is very likely to change during the cold pressor and cold exposure test. These critical points are now discussed in detail below.</p>
<p>Regarding the first point, Budidha and Kyriacou (<xref ref-type="bibr" rid="B9">2018</xref>, p. 2) base their goal to assess SNA using HRV on four articles. &#x0201C;The methods commonly used to study SNA include [...] HRV analysis of ECG (Appelhans and Luecken, <xref ref-type="bibr" rid="B3">2006</xref>; Thayer et al., <xref ref-type="bibr" rid="B36">2012</xref>; Deng et al., <xref ref-type="bibr" rid="B11">2018</xref>; Hodges et al., <xref ref-type="bibr" rid="B19">2019</xref>) [...].&#x0201D; However, none of these papers support the author&#x00027;s interpretation of the LF/HF &#x0201C;to quantify the changes in the sympathetic activity&#x0201D; (Budidha and Kyriacou, <xref ref-type="bibr" rid="B9">2018</xref>, p. 5), but refer to it as reflecting the HRV assessment of the &#x0201C;sympathovagal balance.&#x0201D; Previous research indicates that the LF/HF ratio does not bear a significant correlation with SNA (Saul et al., <xref ref-type="bibr" rid="B34">1990</xref>; Kingwell et al., <xref ref-type="bibr" rid="B22">1994</xref>; Van de Borne et al., <xref ref-type="bibr" rid="B40">1997b</xref>). The LF band (0.04&#x02013;0.15 Hz) is produced by both the sympathetic and the parasympathetic nervous system (Akselrod et al., <xref ref-type="bibr" rid="B2">1981</xref>; Berntson et al., <xref ref-type="bibr" rid="B5">1997</xref>). With primarily parasympathetic nervous activity <italic>via</italic> baroreceptors (Reyes del Paso et al., <xref ref-type="bibr" rid="B33">2013</xref>), or baroreflex activity alone (Moak et al., <xref ref-type="bibr" rid="B31">2007</xref>) being contributing factors, LF is suggested to reflect baroreceptor activity in resting individuals (McCraty and Shaffer, <xref ref-type="bibr" rid="B29">2015</xref>), not SNA (Introna et al., <xref ref-type="bibr" rid="B20">1995</xref>; Van de Borne et al., <xref ref-type="bibr" rid="B39">1997a</xref>; Heathers, <xref ref-type="bibr" rid="B17">2012</xref>, <xref ref-type="bibr" rid="B18">2014</xref>; Billman, <xref ref-type="bibr" rid="B6">2013</xref>). The latter has been clinically demonstrated using blockade studies (Goldstein et al., <xref ref-type="bibr" rid="B14">2011</xref>; Rahman et al., <xref ref-type="bibr" rid="B32">2011</xref>; Reyes del Paso et al., <xref ref-type="bibr" rid="B33">2013</xref>; Heathers, <xref ref-type="bibr" rid="B18">2014</xref>; Martelli et al., <xref ref-type="bibr" rid="B28">2014</xref>). Moreover, while sympathetic re-innervation in transplanted hearts is associated with non-respiratory LF (Bernardi et al., <xref ref-type="bibr" rid="B4">1998</xref>), LF might further be influenced by slow respiration rates through vagal activity (Ahmed et al., <xref ref-type="bibr" rid="B1">1982</xref>; Brown et al., <xref ref-type="bibr" rid="B8">1993</xref>; Tiller et al., <xref ref-type="bibr" rid="B37">1996</xref>; Lehrer et al., <xref ref-type="bibr" rid="B25">2003</xref>; Kromenacker et al., <xref ref-type="bibr" rid="B23">2018</xref>). Finally, studies indicate that the contribution of SNA to LF varies depending on different testing conditions (Eckberg, <xref ref-type="bibr" rid="B12">1983</xref>; Kember et al., <xref ref-type="bibr" rid="B21">2001</xref>; Shaffer et al., <xref ref-type="bibr" rid="B35">2014</xref>).</p>
<p>Regarding the second point, the paper suggests that there is a unique SNA that varies from periphery to the core vasculature in its degree of control over cutaneous blood vessels during cold exposure. However, when examining the organization of the sympathetic nervous system in detail, the &#x0201C;various categories of sympathetic fibers can be controlled independently. There is not a uniform &#x02018;sympathetic tone&#x00027; for all parts of the sympathetic system. High activity in some parts must coexist with low activity in others if the sympathetic system is to fulfill its tasks&#x0201D; (Brodal, <xref ref-type="bibr" rid="B7">2010</xref>, p. 428). Hence, instead of a larger influence of SNA in the index finger compared to the ear canal, the respective results found in this study reflect two of the many different kinds of SNA. At a structural level, the sympathetic nuclei in the vertebrae T1&#x02013;T2&#x02013;4 are responsible for the circulatory control in the head and neck region, whereas the vertebrae T3&#x02013;T6 manage the circulatory control in the upper extremity (Brodal, <xref ref-type="bibr" rid="B7">2010</xref>). At a functional level, &#x0201C;higher levels of the CNS (such as the hypothalamus) can selectively control subdivisions of the sympathetic system&#x0201D; (Brodal, <xref ref-type="bibr" rid="B7">2010</xref>, p. 428).</p>
<p>Finally, regarding the last point, evidence suggests that cold water immersion causes hyperventilation (Tipton, <xref ref-type="bibr" rid="B38">1989</xref>; Eglin and Tipton, <xref ref-type="bibr" rid="B13">2005</xref>; Mantoni et al., <xref ref-type="bibr" rid="B27">2008</xref>). As mentioned by Hodges et al. (<xref ref-type="bibr" rid="B19">2019</xref>), the frequency domains of HRV are especially vulnerable to bias in cold pressor tests because of their dependency on the participants&#x00027; breathing pattern. HF, calculated in the range 0.15&#x02013;0.4Hz, is expected to reflect cardiac vagal tone when breathing frequency is comprised between 9 and 24 cycles per minute (Malik et al., <xref ref-type="bibr" rid="B26">1996</xref>; Berntson et al., <xref ref-type="bibr" rid="B5">1997</xref>; Laborde et al., <xref ref-type="bibr" rid="B24">2017</xref>). These respiratory cycles may be altered during a cold pressor task and subsequently effect the measure taken. Additionally, the interpretation of LF, expected to reflect a mix of sympathetic, parasympathetic, and baroreflex activity (Malik et al., <xref ref-type="bibr" rid="B26">1996</xref>; Berntson et al., <xref ref-type="bibr" rid="B5">1997</xref>; Laborde et al., <xref ref-type="bibr" rid="B24">2017</xref>) may also be impacted by the influence of the cold pressor test on respiratory frequency. Consequently, it appears essential to assess breathing frequency when aiming to interpret HRV-frequency values during the cold pressor and cold exposure tests.</p>
<p>In conclusion, we have three main recommendations for researchers in this area: firstly, they should be aware of the existence of diverse types of SNA, and choose the appropriate measurement site/method depending on their research question. Secondly, blockade studies (Hagerman, <xref ref-type="bibr" rid="B16">1996</xref>; Gonz&#x000E1;lez et al., <xref ref-type="bibr" rid="B15">2000</xref>; Millar et al., <xref ref-type="bibr" rid="B30">2010</xref>; Castiglioni et al., <xref ref-type="bibr" rid="B10">2011</xref>) are required to investigate whether PPG can actually index SNA. Finally, when researching the effects of cold water immersion, the respiratory frequency must be considered, to ensure thorough interpretation of frequency-domain indices.</p>
<sec id="s1">
<title>Author Contributions</title>
<p>SA wrote the first draft. SL, UB, and EM provided critical comments to improve the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ahmed</surname> <given-names>A. K.</given-names></name> <name><surname>Harness</surname> <given-names>J. B.</given-names></name> <name><surname>Mearns</surname> <given-names>A. J.</given-names></name></person-group> (<year>1982</year>). <article-title>Respiratory control of heart rate</article-title>. <source>Euro. J. Appl. Physiol.</source> <volume>50</volume>, <fpage>95</fpage>&#x02013;<lpage>104</lpage>. <pub-id pub-id-type="doi">10.1007/BF00952248</pub-id></citation></ref>
<ref id="B2">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Akselrod</surname> <given-names>S.</given-names></name> <name><surname>Gordon</surname> <given-names>D.</given-names></name> <name><surname>Ubel</surname> <given-names>F. A.</given-names></name> <name><surname>Shannon</surname> <given-names>D. C.</given-names></name> <name><surname>Barger</surname> <given-names>A. C.</given-names></name> <name><surname>Cohen</surname> <given-names>R. J.</given-names></name></person-group> (<year>1981</year>). <article-title>Power spectrum analysis of heart rate fluctuations: a quantitative probe of beat-to-beat cardiovascular control</article-title>. <source>Science</source> <volume>213</volume>, <fpage>220</fpage>&#x02013;<lpage>222</lpage>. <pub-id pub-id-type="doi">10.1126/science.6166045</pub-id><pub-id pub-id-type="pmid">6166045</pub-id></citation></ref>
<ref id="B3">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Appelhans</surname> <given-names>B. M.</given-names></name> <name><surname>Luecken</surname> <given-names>L. J.</given-names></name></person-group> (<year>2006</year>). <article-title>Heart rate variability as an index of regulated emotion responding</article-title>. <source>Rev. Gen. Psychol.</source> <volume>10</volume>, <fpage>229</fpage>&#x02013;<lpage>240</lpage>. <pub-id pub-id-type="doi">10.1037/1089-2680.10.3.229</pub-id></citation></ref>
<ref id="B4">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bernardi</surname> <given-names>L.</given-names></name> <name><surname>Valentini</surname> <given-names>C.</given-names></name> <name><surname>Wdowczyck-Szulc</surname> <given-names>J.</given-names></name> <name><surname>Frey</surname> <given-names>A. W.</given-names></name> <name><surname>Rinaldi</surname> <given-names>M.</given-names></name> <name><surname>Spadacini</surname> <given-names>G.</given-names></name> <etal/></person-group>. (<year>1998</year>). <article-title>Influence of type of surgery on the occurrence of parasympathetic reinnervation after cardiac transplantation</article-title>. <source>Circulation</source> <volume>97</volume>, <fpage>1368</fpage>&#x02013;<lpage>1374</lpage>. <pub-id pub-id-type="doi">10.1161/01.CIR.97.14.1368</pub-id><pub-id pub-id-type="pmid">9577948</pub-id></citation></ref>
<ref id="B5">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Berntson</surname> <given-names>G. G.</given-names></name> <name><surname>Bigger</surname> <given-names>J. T.</given-names> <suffix>Jr.</suffix></name> <name><surname>Eckberg</surname> <given-names>D. L.</given-names></name> <name><surname>Grossman</surname> <given-names>P.</given-names></name> <name><surname>Kaufmann</surname> <given-names>P. G.</given-names></name> <name><surname>Malik</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>1997</year>). <article-title>Heart rate variability: Origins, methods, and interpretive caveats</article-title>. <source>Psychophysiology</source> <volume>34</volume>, <fpage>623</fpage>&#x02013;<lpage>648</lpage>. <pub-id pub-id-type="doi">10.1111/j.1469-8986.1997.tb02140.x</pub-id><pub-id pub-id-type="pmid">9401419</pub-id></citation></ref>
<ref id="B6">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Billman</surname> <given-names>G. E.</given-names></name></person-group> (<year>2013</year>). <article-title>The LF/HF ratio does not accurately measure cardiac sympatho-vagal balance</article-title>. <source>Front. Physiol</source>. <volume>4</volume>, <fpage>1</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.3389/fphys.2013.00026</pub-id><pub-id pub-id-type="pmid">23431279</pub-id></citation></ref>
<ref id="B7">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Brodal</surname> <given-names>P.</given-names></name></person-group> (<year>2010</year>). <source>The Central Nervous System - Structure and Function, 4th. Edn.</source> <publisher-loc>New York, NY</publisher-loc>: <publisher-name>Oxford University Press</publisher-name>.</citation></ref>
<ref id="B8">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brown</surname> <given-names>T. E.</given-names></name> <name><surname>Beightol</surname> <given-names>L. A.</given-names></name> <name><surname>Koh</surname> <given-names>J.</given-names></name> <name><surname>Eckberg</surname> <given-names>D. L.</given-names></name></person-group> (<year>1993</year>). <article-title>Important influence of respiration on human R-R interval power spectra is largely ignored</article-title>. <source>J. Appl. Physiol.</source> <volume>75</volume>, <fpage>2310</fpage>&#x02013;<lpage>2317</lpage>. <pub-id pub-id-type="doi">10.1152/jappl.1993.75.5.2310</pub-id><pub-id pub-id-type="pmid">8307890</pub-id></citation></ref>
<ref id="B9">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Budidha</surname> <given-names>K.</given-names></name> <name><surname>Kyriacou</surname> <given-names>P. A.</given-names></name></person-group> (<year>2018</year>). <article-title>Photoplethysmography for quantitative assessment of sympathetic nerve activity (SNA) during cold stress</article-title>. <source>Front. Physiol.</source> <volume>9</volume>:<fpage>1863</fpage>. <pub-id pub-id-type="doi">10.3389/fphys.2018.01863</pub-id><pub-id pub-id-type="pmid">30687108</pub-id></citation></ref>
<ref id="B10">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Castiglioni</surname> <given-names>P.</given-names></name> <name><surname>Parati</surname> <given-names>G.</given-names></name> <name><surname>Di Rienzo</surname> <given-names>M.</given-names></name> <name><surname>Carabalona</surname> <given-names>R.</given-names></name> <name><surname>Cividjian</surname> <given-names>A.</given-names></name> <name><surname>Quintin</surname> <given-names>L.</given-names></name></person-group> (<year>2011</year>). <article-title>Scale exponents of blood pressure and heart rate during autonomic blockade as assessed by detrended fluctuation analysis</article-title>. <source>J. Physiol.</source> <volume>589</volume>(<issue>Pt 2</issue>), <fpage>355</fpage>&#x02013;<lpage>369</lpage>. <pub-id pub-id-type="doi">10.1113/jphysiol.2010.196428</pub-id><pub-id pub-id-type="pmid">21115648</pub-id></citation></ref>
<ref id="B11">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Deng</surname> <given-names>M.</given-names></name> <name><surname>Wang</surname> <given-names>C.</given-names></name> <name><surname>Tang</surname> <given-names>M.</given-names></name> <name><surname>Zheng</surname> <given-names>T.</given-names></name></person-group> (<year>2018</year>). <article-title>Extracting cardiac dynamics within ECG signal for human identification and cardiov-vascular diseases classification</article-title>. <source>Neural Netw.</source> <volume>100</volume>, <fpage>70</fpage>&#x02013;<lpage>83</lpage>. <pub-id pub-id-type="doi">10.1016/j.neunet.2018.01.009</pub-id><pub-id pub-id-type="pmid">29471197</pub-id></citation></ref>
<ref id="B12">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Eckberg</surname> <given-names>D. L.</given-names></name></person-group> (<year>1983</year>). <article-title>Human sinus arrhythmia as an index of vagal cardiac outflow</article-title>. <source>J. Appl. Physiol.</source> <volume>54</volume>, <fpage>961</fpage>&#x02013;<lpage>966</lpage>. <pub-id pub-id-type="doi">10.1152/jappl.1983.54.4.961</pub-id><pub-id pub-id-type="pmid">6853303</pub-id></citation></ref>
<ref id="B13">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Eglin</surname> <given-names>C. M.</given-names></name> <name><surname>Tipton</surname> <given-names>M. J.</given-names></name></person-group> (<year>2005</year>). <article-title>Repeated cold showers as a method of habituating humans to the initial responses to cold water immersion</article-title>. <source>Eur. J. Appl. Physiol.</source> <volume>93</volume>, <fpage>624</fpage>&#x02013;<lpage>629</lpage>. <pub-id pub-id-type="doi">10.1007/s00421-004-1239-6</pub-id><pub-id pub-id-type="pmid">15778892</pub-id></citation></ref>
<ref id="B14">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Goldstein</surname> <given-names>D. S.</given-names></name> <name><surname>Bentho</surname> <given-names>O.</given-names></name> <name><surname>Park</surname> <given-names>M. Y.</given-names></name> <name><surname>Sharabi</surname> <given-names>Y.</given-names></name></person-group> (<year>2011</year>). <article-title>Low-frequency power of heart rate variability is not a measure of cardiac sympathetic tone but may be a measure of modulation of cardiac autonomic outflows by baroreflexes</article-title>. <source>Exp. Physiol.</source> <volume>12</volume>, <fpage>1255</fpage>&#x02013;<lpage>1261</lpage>. <pub-id pub-id-type="doi">10.1113/expphysiol.2010.056259</pub-id><pub-id pub-id-type="pmid">21890520</pub-id></citation></ref>
<ref id="B15">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gonz&#x000E1;lez</surname> <given-names>J. J.</given-names></name> <name><surname>Cordero</surname> <given-names>J. J.</given-names></name> <name><surname>Feria</surname> <given-names>M.</given-names></name> <name><surname>Pereda</surname> <given-names>E.</given-names></name></person-group> (<year>2000</year>). <article-title>Detection and sources of nonlinearity in the variability of cardiac R-R intervals and blood pressure in rats</article-title>. <source>Am. J. Physiol. Heart Circul. Physiol.</source> <volume>279</volume>, <fpage>H3040</fpage>&#x02013;<lpage>H3046</lpage>. <pub-id pub-id-type="doi">10.1152/ajpheart.2000.279.6.H3040</pub-id><pub-id pub-id-type="pmid">11087262</pub-id></citation></ref>
<ref id="B16">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hagerman</surname> <given-names>I.</given-names></name></person-group> (<year>1996</year>). <article-title>Chaos-related deterministic regulation of heart rate variability in time- and frequency domains: effects of autonomic blockade and exercise</article-title>. <source>Cardiovasc. Res.</source> <volume>31</volume>, <fpage>410</fpage>&#x02013;<lpage>418</lpage>. <pub-id pub-id-type="doi">10.1016/S0008-6363(95)00084-4</pub-id><pub-id pub-id-type="pmid">8681328</pub-id></citation></ref>
<ref id="B17">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Heathers</surname> <given-names>J. A. J.</given-names></name></person-group> (<year>2012</year>). <article-title>Sympathovagal balance from heart rate variability: an obituary</article-title>. <source>Exp. Physiol.</source> <volume>97</volume>:<fpage>556</fpage>. <pub-id pub-id-type="doi">10.1113/expphysiol.2011.063867</pub-id><pub-id pub-id-type="pmid">23015733</pub-id></citation></ref>
<ref id="B18">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Heathers</surname> <given-names>J. A. J.</given-names></name></person-group> (<year>2014</year>). <article-title>Everything hertz: methodological issues in short-term frequency-domain HRV</article-title>. <source>Front. Physiol.</source> <volume>5</volume>:<fpage>177</fpage>. <pub-id pub-id-type="doi">10.3389/fphys.2014.00177</pub-id><pub-id pub-id-type="pmid">24847279</pub-id></citation></ref>
<ref id="B19">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hodges</surname> <given-names>G. J.</given-names></name> <name><surname>Ferguson</surname> <given-names>S. A. H.</given-names></name> <name><surname>Cheung</surname> <given-names>S. S.</given-names></name></person-group> (<year>2019</year>). <article-title>Cardiac autonomic function during hypothermia and its measurement repeatability</article-title>. <source>Appl. Physiol. Nutr. Metab.</source> <volume>44</volume>, <fpage>31</fpage>&#x02013;<lpage>36</lpage>. <pub-id pub-id-type="doi">10.1139/apnm-2018-0248</pub-id><pub-id pub-id-type="pmid">29944845</pub-id></citation></ref>
<ref id="B20">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Introna</surname> <given-names>R.</given-names></name> <name><surname>Yodlowski</surname> <given-names>E.</given-names></name> <name><surname>Pruett</surname> <given-names>J.</given-names></name> <name><surname>Montano</surname> <given-names>N.</given-names></name> <name><surname>Porta</surname> <given-names>A.</given-names></name> <name><surname>Crumrine</surname> <given-names>R.</given-names></name></person-group> (<year>1995</year>). <article-title>Sympathovagal effects of spinal anesthesia assessed by heart rate variability analysis</article-title>. <source>Anesthesia Analgesia</source> <volume>80</volume>, <fpage>315</fpage>&#x02013;<lpage>321</lpage>. <pub-id pub-id-type="doi">10.1213/00000539-199502000-00019</pub-id><pub-id pub-id-type="pmid">7818119</pub-id></citation></ref>
<ref id="B21">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kember</surname> <given-names>G. C.</given-names></name> <name><surname>Fenton</surname> <given-names>G. A.</given-names></name> <name><surname>Armour</surname> <given-names>J. A.</given-names></name> <name><surname>Kalyaniwalla</surname> <given-names>N.</given-names></name></person-group> (<year>2001</year>). <article-title>Competition model for aperiodic stochastic resonance in a Fitzhugh-Nagumo model of cardiac sensory neurons</article-title>. <source>Phys. Rev. E Stat. Nonlinear Soft Matter Phys.</source> <volume>63</volume>:<fpage>04191</fpage>. <pub-id pub-id-type="doi">10.1103/PhysRevE.63.041911</pub-id><pub-id pub-id-type="pmid">11308881</pub-id></citation></ref>
<ref id="B22">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kingwell</surname> <given-names>B. A.</given-names></name> <name><surname>Thompson</surname> <given-names>J. M.</given-names></name> <name><surname>Kaye</surname> <given-names>D. M.</given-names></name> <name><surname>McPerherson</surname> <given-names>G. A.</given-names></name> <name><surname>Jennings</surname> <given-names>G. L.</given-names></name> <name><surname>Esler</surname> <given-names>M. D.</given-names></name></person-group> (<year>1994</year>). <article-title>Heart rate spectral analysis, cardiac norepinephrine spillover, and muscle sympathetic nerve activity during human sympathetic nervous activation and failure</article-title>. <source>Circulation</source> <volume>90</volume>, <fpage>234</fpage>&#x02013;<lpage>240</lpage>. <pub-id pub-id-type="doi">10.1161/01.CIR.90.1.234</pub-id><pub-id pub-id-type="pmid">8026003</pub-id></citation></ref>
<ref id="B23">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kromenacker</surname> <given-names>B. W.</given-names></name> <name><surname>Sanova</surname> <given-names>A. A.</given-names></name> <name><surname>Marcus</surname> <given-names>F. I.</given-names></name> <name><surname>Allen</surname> <given-names>J. J. B.</given-names></name> <name><surname>Lane</surname> <given-names>R. D.</given-names></name></person-group> (<year>2018</year>). <article-title>Vagal mediation of low-frequency heart rate variability during slow yogic breathing</article-title>. <source>Psychosomatic Med.</source> <volume>80</volume>, <fpage>581</fpage>&#x02013;<lpage>587</lpage>. <pub-id pub-id-type="doi">10.1097/PSY.0000000000000603</pub-id><pub-id pub-id-type="pmid">29771730</pub-id></citation></ref>
<ref id="B24">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Laborde</surname> <given-names>S.</given-names></name> <name><surname>Mosley</surname> <given-names>E.</given-names></name> <name><surname>Thayer</surname> <given-names>J. F.</given-names></name></person-group> (<year>2017</year>). <article-title>Heart rate variability and cardiac vagal tone in psychophysiological research - recommendations for experiment planning, data analysis, and data reporting</article-title>. <source>Front. Psychol.</source> <volume>8</volume>:<fpage>213</fpage>. <pub-id pub-id-type="doi">10.3389/fpsyg.2017.00213</pub-id><pub-id pub-id-type="pmid">28265249</pub-id></citation></ref>
<ref id="B25">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lehrer</surname> <given-names>P. M.</given-names></name> <name><surname>Vaschillo</surname> <given-names>E.</given-names></name> <name><surname>Vaschillo</surname> <given-names>B.</given-names></name> <name><surname>Lu</surname> <given-names>S. E.</given-names></name> <name><surname>Eckberg</surname> <given-names>D. L.</given-names></name> <name><surname>Edelberg</surname> <given-names>R.</given-names></name> <etal/></person-group>. (<year>2003</year>). <article-title>Heart rate variability biofeedback increases baroreflex gain and peak expiratory flow</article-title>. <source>Psychosomatic Med.</source> <volume>65</volume>, <fpage>796</fpage>&#x02013;<lpage>805</lpage>. <pub-id pub-id-type="doi">10.1097/01.PSY.0000089200.81962.19</pub-id><pub-id pub-id-type="pmid">14508023</pub-id></citation></ref>
<ref id="B26">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Malik</surname> <given-names>M.</given-names></name> <name><surname>Camm</surname> <given-names>A. J.</given-names></name> <name><surname>Bigger</surname> <given-names>J. T.</given-names></name> <name><surname>Breithart</surname> <given-names>G.</given-names></name> <name><surname>Cerutti</surname> <given-names>S.</given-names></name> <name><surname>Cohen</surname> <given-names>R.</given-names></name></person-group> (<year>1996</year>). <article-title>Standards of measurement, physiological Interpretation, and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology</article-title>. <source>Circulation</source> <volume>93</volume>, <fpage>1043</fpage>&#x02013;<lpage>1065</lpage>.<pub-id pub-id-type="pmid">8737210</pub-id></citation></ref>
<ref id="B27">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mantoni</surname> <given-names>T.</given-names></name> <name><surname>Rasmussen</surname> <given-names>J. H.</given-names></name> <name><surname>Belhage</surname> <given-names>B.</given-names></name> <name><surname>Pott</surname> <given-names>F. C.</given-names></name></person-group> (<year>2008</year>). <article-title>Voluntary respiratory control and cerebral blood flow velocity upon ice-water immersion</article-title>. <source>Aviation Space Environ. Med.</source> <volume>79</volume>, <fpage>765</fpage>&#x02013;<lpage>768</lpage>. <pub-id pub-id-type="doi">10.3357/ASEM.2216.2008</pub-id><pub-id pub-id-type="pmid">18717115</pub-id></citation></ref>
<ref id="B28">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Martelli</surname> <given-names>D.</given-names></name> <name><surname>Silvani</surname> <given-names>A.</given-names></name> <name><surname>McAllen</surname> <given-names>R. M.</given-names></name> <name><surname>May</surname> <given-names>C. N.</given-names></name> <name><surname>Ramchandra</surname> <given-names>R.</given-names></name></person-group> (<year>2014</year>). <article-title>The low frequency power of heart rate variability is neither a measure of cardiac sympathetic tone nor of baroreflex sensitivity</article-title>. <source>Am. J. Physiol. Heart Circul. Physiol.</source> <volume>307</volume>, <fpage>H1005</fpage>&#x02013;<lpage>H1012</lpage>. <pub-id pub-id-type="doi">10.1152/ajpheart.00361.2014</pub-id><pub-id pub-id-type="pmid">25063795</pub-id></citation></ref>
<ref id="B29">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>McCraty</surname> <given-names>R.</given-names></name> <name><surname>Shaffer</surname> <given-names>F.</given-names></name></person-group> (<year>2015</year>). <article-title>Heart rate variability: New perspectives on physiological mechanisms, assessment of self-regulatory capacity, and health risk</article-title>. <source>Global Adv. Health Med.</source> <volume>4</volume>, <fpage>46</fpage>&#x02013;<lpage>61</lpage>. <pub-id pub-id-type="doi">10.7453/gahmj.2014.073</pub-id><pub-id pub-id-type="pmid">25694852</pub-id></citation></ref>
<ref id="B30">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Millar</surname> <given-names>P. J.</given-names></name> <name><surname>Cotie</surname> <given-names>L. M.</given-names></name> <name><surname>St Amand</surname> <given-names>T.</given-names></name> <name><surname>McCartney</surname> <given-names>N.</given-names></name> <name><surname>Ditor</surname> <given-names>D. S.</given-names></name></person-group> (<year>2010</year>). <article-title>Effects of autonomic blockade on nonlinear heart rate dynamics</article-title>. <source>Clin. Autonomic Res.</source> <volume>20</volume>, <fpage>241</fpage>&#x02013;<lpage>247</lpage>. <pub-id pub-id-type="doi">10.1007/s10286-010-0058-6</pub-id><pub-id pub-id-type="pmid">20213265</pub-id></citation></ref>
<ref id="B31">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moak</surname> <given-names>J. P.</given-names></name> <name><surname>Goldstein</surname> <given-names>D. S.</given-names></name> <name><surname>Eldadah</surname> <given-names>B. A.</given-names></name> <name><surname>Saleem</surname> <given-names>A.</given-names></name> <name><surname>Holmes</surname> <given-names>C.</given-names></name> <name><surname>Pechnik</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2007</year>). <article-title>Supine low-frequency power of heart rate variability reflects baroreflex function, not cardiac sympathetic innervation</article-title>. <source>Heart Rhythm</source> <volume>4</volume>, <fpage>1523</fpage>&#x02013;<lpage>1529</lpage>. <pub-id pub-id-type="doi">10.1016/j.hrthm.2007.07.019</pub-id><pub-id pub-id-type="pmid">19376985</pub-id></citation></ref>
<ref id="B32">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rahman FPechnik</surname> <given-names>S.</given-names></name> <name><surname>Gross</surname> <given-names>D.</given-names></name> <name><surname>Sewell</surname> <given-names>L.</given-names></name> <name><surname>Goldstein</surname> <given-names>D. S.</given-names></name></person-group> (<year>2011</year>). <article-title>Low frequency power of heart rate variability reflects baroreflex function, not cardiac sympathetic innervation</article-title>. <source>Clin. Autonomic Res.</source> <volume>21</volume>, <fpage>133</fpage>&#x02013;<lpage>141</lpage>. <pub-id pub-id-type="doi">10.1007/s10286-010-0098-y</pub-id><pub-id pub-id-type="pmid">21279414</pub-id></citation></ref>
<ref id="B33">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Reyes del Paso</surname> <given-names>G. A.</given-names></name> <name><surname>Langewitz</surname> <given-names>W.</given-names></name> <name><surname>Mulder</surname> <given-names>L. J. M.</given-names></name> <name><surname>van Roon</surname> <given-names>A.</given-names></name> <name><surname>Duschek</surname> <given-names>S.</given-names></name></person-group> (<year>2013</year>). <article-title>The utility of low frequency heart rate variability as an index of sympathetic cardiac tone: a review with emphasis on a reanalysis of previous studies</article-title>. <source>Psychophysiology</source> <volume>50</volume>, <fpage>477</fpage>&#x02013;<lpage>487</lpage>. <pub-id pub-id-type="doi">10.1111/psyp.12027</pub-id><pub-id pub-id-type="pmid">23445494</pub-id></citation></ref>
<ref id="B34">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Saul</surname> <given-names>J. P.</given-names></name> <name><surname>Rea</surname> <given-names>R. F.</given-names></name> <name><surname>Eckberg</surname> <given-names>D. L.</given-names></name> <name><surname>Berger</surname> <given-names>R. D.</given-names></name> <name><surname>Cohen</surname> <given-names>R. J.</given-names></name></person-group> (<year>1990</year>). <article-title>Heart rate and muscle sympathetic nerve variability during reflex changes of autonomic activity</article-title>. <source>Am. J. Physiol.</source> <volume>258</volume>, <fpage>H713</fpage>&#x02013;<lpage>H721</lpage>. <pub-id pub-id-type="doi">10.1152/ajpheart.1990.258.3.H713</pub-id><pub-id pub-id-type="pmid">2316686</pub-id></citation></ref>
<ref id="B35">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shaffer</surname> <given-names>F.</given-names></name> <name><surname>McCraty</surname> <given-names>R.</given-names></name> <name><surname>Zerr</surname> <given-names>C. L.</given-names></name></person-group> (<year>2014</year>). <article-title>A healthy heart is not a metronome: an integrative review of the heart&#x00027;s anatomy and heart rate variability</article-title>. <source>Front. Psychol.</source> <volume>5</volume>:<fpage>1040</fpage>. <pub-id pub-id-type="doi">10.3389/fpsyg.2014.01040</pub-id><pub-id pub-id-type="pmid">25324790</pub-id></citation></ref>
<ref id="B36">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Thayer</surname> <given-names>J. F.</given-names></name> <name><surname>Ahs</surname> <given-names>F.</given-names></name> <name><surname>Fredrikon</surname> <given-names>M.</given-names></name> <name><surname>Sollers</surname> <given-names>J. J.</given-names></name> <name><surname>Wager</surname> <given-names>T. D.</given-names></name></person-group> (<year>2012</year>). <article-title>A meta-analysis of heart rate variability and neuroimaging studies: implications for heart rate variability as a marker of stress and health</article-title>. <source>Neurosci. Biobehav. Rev.</source> <volume>36</volume>, <fpage>747</fpage>&#x02013;<lpage>756</lpage>. <pub-id pub-id-type="doi">10.1016/j.neubiorev.2011.11.009</pub-id><pub-id pub-id-type="pmid">22178086</pub-id></citation></ref>
<ref id="B37">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tiller</surname> <given-names>W. A.</given-names></name> <name><surname>McCraty</surname> <given-names>R.</given-names></name> <name><surname>Atkinson</surname> <given-names>M.</given-names></name></person-group> (<year>1996</year>). <article-title>Cardiac coherence: a new, noninvasive measure of autonomic nervous system order</article-title>. <source>Alternative Ther. Health Med.</source> <volume>2</volume>, <fpage>52</fpage>&#x02013;<lpage>65</lpage>.<pub-id pub-id-type="pmid">8795873</pub-id></citation></ref>
<ref id="B38">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tipton</surname> <given-names>M. J.</given-names></name></person-group> (<year>1989</year>). <article-title>The initial responses to cold-water immersion in man</article-title>. <source>Clin. Sci.</source> <volume>77</volume>, <fpage>581</fpage>&#x02013;<lpage>588</lpage>. <pub-id pub-id-type="doi">10.1042/cs0770581</pub-id><pub-id pub-id-type="pmid">2231521</pub-id></citation></ref>
<ref id="B39">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Van de Borne</surname> <given-names>P.</given-names></name> <name><surname>Montano</surname> <given-names>N.</given-names></name> <name><surname>Pagani</surname> <given-names>M.</given-names></name> <name><surname>Oren</surname> <given-names>R.</given-names></name> <name><surname>Somers</surname> <given-names>V. K.</given-names></name></person-group> (<year>1997a</year>). <article-title>Absence of low-frequency variability of sympathetic nerve activity in severe heart failure</article-title>. <source>Circulation</source> <volume>95</volume>, <fpage>1449</fpage>&#x02013;<lpage>1454</lpage>. <pub-id pub-id-type="doi">10.1161/01.CIR.95.6.1449</pub-id><pub-id pub-id-type="pmid">9118512</pub-id></citation></ref>
<ref id="B40">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Van de Borne</surname> <given-names>P.</given-names></name> <name><surname>Montano</surname> <given-names>N.</given-names></name> <name><surname>Zimmerman</surname> <given-names>B.</given-names></name> <name><surname>Pagani</surname> <given-names>M.</given-names></name> <name><surname>Somers</surname> <given-names>V. K.</given-names></name></person-group> (<year>1997b</year>). <article-title>Relationship between repeated measures of hemodynamics, muscle sympathetic nerve activity, and their spectral oscillations</article-title>. <source>Circulation</source> <volume>96</volume>, <fpage>4326</fpage>&#x02013;<lpage>4332</lpage>. <pub-id pub-id-type="doi">10.1161/01.CIR.96.12.4326</pub-id><pub-id pub-id-type="pmid">9416900</pub-id></citation></ref>
</ref-list>
<fn-group>
<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> This work was supported by German Sport University HIFF - L - 11 - 10011-197-052000.</p>
</fn>
</fn-group>
</back>
</article>