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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychiatry</journal-id>
<journal-title>Frontiers in Psychiatry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychiatry</abbrev-journal-title>
<issn pub-type="epub">1664-0640</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyt.2024.1326745</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychiatry</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The influence of burnout on cardiovascular disease: a systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>John</surname>
<given-names>Awena</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2554600"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bouillon-Minois</surname>
<given-names>Jean-Baptiste</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1166924"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bagheri</surname>
<given-names>Reza</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2280845"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>P&#xe9;lissier</surname>
<given-names>Carole</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Charbotel</surname>
<given-names>Barbara</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2585018"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Llorca</surname>
<given-names>Pierre-Michel</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/482785"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zak</surname>
<given-names>Marek</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/584927"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ugbolue</surname>
<given-names>Ukadike C.</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/489375"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Baker</surname>
<given-names>Julien S.</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/558376"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Dutheil</surname>
<given-names>Frederic</given-names>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/391185"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Universit&#xe9; Clermont Auvergne, CHU Clermont-Ferrand, Occupational Medicine</institution>, <addr-line>Clermont-Ferrand</addr-line>, <country>France</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Universit&#xe9; Clermont Auvergne, CNRS, LaPSCo, Physiological and Psychosocial Stress, CHU Clermont-Ferrand, Emergency Medicine</institution>, <addr-line>Clermont-Ferrand</addr-line>, <country>France</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Exercise Physiology, University of Isfahan</institution>, <addr-line>Isfahan</addr-line>, <country>Iran</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Universit&#xe9; Jean Monnet Saint-Etienne, IFSTTAR, Universit&#xe9; Lyon 1, UMRESTTE, CHU Saint-Etienne, Occupational Medicine</institution>, <addr-line>Saint-Etienne</addr-line>, <country>France</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Universit&#xe9; Lyon 1, UMRESTTE, CHU Lyon, Occupational Medicine</institution>, <addr-line>Lyon</addr-line>, <country>France</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Universit&#xe9; Clermont Auvergne, CNRS, Clermont Auvergne INP, Institut Pascal, CHU Clermont-Ferrand, Psychiatry</institution>, <addr-line>Clermont-Ferrand</addr-line>, <country>France</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Institute of Health Sciences, Collegium Medicum, The Jan Kochanowski University of Kielce</institution>, <addr-line>Kielce</addr-line>, <country>Poland</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>School of Health and Life Sciences, Institute for Clinical Exercise &amp; Health Science, University of the West of Scotland</institution>, <addr-line>South Lanarkshire</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff9">
<sup>9</sup>
<institution>Centre for Health and Exercise Science Research, Hong Kong Baptist University</institution>, <addr-line>Hong Kong</addr-line>, <country>Hong Kong SAR, China</country>
</aff>
<aff id="aff10">
<sup>10</sup>
<institution>Universit&#xe9; Clermont Auvergne, CNRS, LaPSCo, Physiological and Psychosocial Stress, CHU Cler-mont-Ferrand, Occupational Medicine, WittyFit</institution>, <addr-line>Clermont-Ferrand</addr-line>, <country>France</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Adriana Mihai, George Emil Palade University of Medicine, Pharmacy, Sciences and Technology of T&#xe2;rgu Mure&#x15f;, Romania</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Ovidiu Constantin Baltatu, Anhembi Morumbi University, Brazil</p>
<p>Nicola Mucci, University of Florence, Italy</p>
<p>Molnar Isabela, Emergency County Hospital Targu Mures, Romania</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Frederic Dutheil, <email xlink:href="mailto:frederic.dutheil@uca.fr">frederic.dutheil@uca.fr</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1326745</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>10</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 John, Bouillon-Minois, Bagheri, P&#xe9;lissier, Charbotel, Llorca, Zak, Ugbolue, Baker and Dutheil</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>John, Bouillon-Minois, Bagheri, P&#xe9;lissier, Charbotel, Llorca, Zak, Ugbolue, Baker and Dutheil</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>
<abstract>
<sec>
<title>Background</title>
<p>Burnout is a public health problem with various health consequences, among which cardiovascular disease is the most investigated but still under debate. Our objective was to conduct a systematic review and meta-analysis on the influence of burnout on cardiovascular disease.</p>
</sec>
<sec>
<title>Methods</title>
<p>Studies reporting risk (odds ratio, relative risk, and hazard ratio) of cardiovascular disease following burnout were searched in PubMed, PsycINFO, Cochrane, Embase, and ScienceDirect. We performed a random-effect meta-analysis stratified by type of cardiovascular disease and searched for putative influencing variables. We performed sensitivity analyses using the most adjusted models and crude risks.</p>
</sec>
<sec>
<title>Results</title>
<p>We included 25 studies in the systematic review and 9 studies in the meta-analysis (4 cross-sectional, 4 cohort, and 1 case&#x2013;control study) for a total of 26,916 participants. Burnout increased the risk of cardiovascular disease by 21% (OR = 1.21, 95% CI 1.03 to 1.39) using the most adjusted risks and by 27% (OR = 1.27, 95% CI 1.10 to 1.43) using crude risks. Using stratification by type of cardiovascular disease and the most adjusted risks, having experienced burnout significantly increased the risk of prehypertension by 85% (OR = 1.85, 95% CI 1.00 to 2.70) and cardiovascular disease-related hospitalization by 10% (OR = 1.10, 95% CI 1.02 to 1.18), whereas the risk increase for coronary heart disease (OR = 1.79, 95% CI 0.79 to 2.79) and myocardial infarction (OR = 1.78, 95% CI 0.85 to 2.71) was not significant. Results were also similar using crude odds ratio. The risk of cardiovascular disease after a burnout was not influenced by gender. Insufficient data precluded other meta-regressions.</p>
</sec>
<sec>
<title>Conclusions</title>
<p>Burnout seems to increase the risk of cardiovascular disease, despite the few retrieved studies and a causality weakened by cross-sectional studies. However, numerous studies focused on the pathophysiology of cardiovascular risk linked to burnout, which may help to build a preventive strategy in the workplace.</p>
</sec>
</abstract>
<kwd-group>
<kwd>mental health</kwd>
<kwd>burnout</kwd>
<kwd>cardiovascular disease</kwd>
<kwd>methodology</kwd>
<kwd>statistics</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="94"/>
<page-count count="12"/>
<word-count count="5044"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Public Mental Health</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Burnout is a public health problem (<xref ref-type="bibr" rid="B1">1</xref>). The term burnout was first used in 1969 by Harold B. Bradley (<xref ref-type="bibr" rid="B2">2</xref>). This term was taken up in 1974 by the psychoanalyst Herbert J. Freudenberger (<xref ref-type="bibr" rid="B3">3</xref>) and then in 1976 by the psychologist Christina Maslach (<xref ref-type="bibr" rid="B2">2</xref>). According to the World Health Organization, burnout is a syndrome combining a sense of exhaustion, cynicism or increased mental distance from work, and decreased work effectiveness, resulting from chronic stress at work that has not been successfully managed (<xref ref-type="bibr" rid="B4">4</xref>). Among the various health consequences of burnout, cardiovascular disease remains the most investigated and debated (<xref ref-type="bibr" rid="B5">5</xref>). Cardiovascular disease is the leading cause of death in the world, causing approximately 17.9 million deaths each year (<xref ref-type="bibr" rid="B6">6</xref>). However, cardiovascular disease promoted by burnout is not well known. Cardiovascular disease is a very diverse group of diseases, including diseases of the heart and blood vessels (<xref ref-type="bibr" rid="B7">7</xref>). Some studies (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>) investigated the pathophysiology of burnout, particularly the development of cardiovascular disease. Quantitative studies have limitations, in particular in their reporting of each type of cardiovascular disease. The calculation of risks seems heterogeneous between studies (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). To date, no meta-analysis has specifically focused on the risk of cardiovascular disease following burnout exposure, putatively able to reconcile diverging literature. Individual risk factors for cardiovascular disease, such as age, gender, body mass index, smoking, physical activity, and lipid levels (<xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B13">13</xref>), were also not investigated specifically in the context of burnout.</p>
<p>Therefore, our objective is to perform a systematic review and meta-analysis on the influence of burnout on cardiovascular disease. A secondary objective is to compare the influence of burnout according to each cardiovascular disease and to study individual risk factors that influence the risk of cardiovascular disease due to burnout.</p>
</sec>
<sec id="s2">
<title>Methods</title>
<sec id="s2_1">
<title>Literature search</title>
<p>The following PICO (population, investigated condition, i.e., exposure, comparisons, and outcome) question was formulated: Are workers exposed to burnout at higher risk of cardiovascular disease, compared to workers not exposed to burnout? We reviewed all studies reporting the risk of having cardiovascular disease in relation with burnout. The PubMed, Cochrane Library, Embase, ScienceDirect, and PsycINFO databases were searched in July 2022 with the following keywords: burnout AND (cardiovascular disease OR heart disease OR cardiac disease OR vascular disease OR atherosclerosis OR hypertension OR myocardial) (details for the search strategy used within each database are available in <xref ref-type="appendix" rid="SM1">
<bold>Appendix 1</bold>
</xref>). We limited our search to articles in adult workers and to those written in English. To be included in the systematic review, studies needed to describe our primary outcome variable, i.e., the influence of burnout on cardiovascular disease. Articles describing either an odds ratio, a relative risk, or a hazard ratio, or giving data to calculate the risk of cardiovascular disease following a burnout, were included in the meta-analysis. We included any type or diagnosis of cardiovascular disease including high blood pressure and atherosclerosis, but not dyslipidemia as we considered it more related to metabolic disease. For high blood pressure, we considered all cutoffs defined in retrieved articles. We also considered outcomes related to cardiovascular disease such as hospitalization for cardiovascular disease. References from all publications meeting the inclusion criteria were also searched manually to identify potential additional studies that were not found during the electronic search. In addition, we performed ancestry searches to locate other potentially eligible primary studies from previous reviews. Two authors (Awena John and Jean-Baptiste Bouillon-Minois) conducted the literature searches, reviewed the abstracts, and, based on the selection criteria, decided the suitability of the articles for inclusion and extracted the data. When necessary, disagreements were solved with a third author (Fr&#xe9;d&#xe9;ric Dutheil) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Then, all authors reviewed the eligible articles.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Search strategy.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-15-1326745-g001.tif"/>
</fig>
</sec>
<sec id="s2_2">
<title>Data extraction</title>
<p>The data collected included first author&#x2019;s name, publication year, aims, outcomes of included articles, characteristics of studies (study design, periods of collection of data, and country), characteristics of the population (sample size, age, sex, and occupation), characteristics of burnout (scale used, method of calculation, and thresholds), characteristics of cardiovascular disease (type and criteria for diagnosis), and its associated risk (method of calculation, type of risk, and adjustment models).</p>
</sec>
<sec id="s2_3">
<title>Quality of assessment</title>
<p>We used the Newcastle&#x2013;Ottawa Scale (NOS) to check the quality of included articles (<xref ref-type="bibr" rid="B14">14</xref>) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). The maximum score was 9 for cohort and 10 for cross-sectional studies. Additionally, we also used the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) for cohort and cross-sectional studies (<xref ref-type="bibr" rid="B15">15</xref>) (<xref ref-type="appendix" rid="SM2">
<bold>Appendix 2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Methodological quality of included articles.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-15-1326745-g002.tif"/>
</fig>
</sec>
<sec id="s2_4">
<title>Statistical considerations</title>
<p>Statistical analysis was conducted using Stata software (v16, StataCorp, College Station, USA) (<xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>). Extracted data were summarized for each study and reported as mean (standard deviation) and number (%) for continuous and categorical variables, respectively. We conducted random-effects meta-analysis (DerSimonian and Laird approach) (<xref ref-type="bibr" rid="B21">21</xref>) on the risk of cardiovascular disease following burnout using all odds ratio, relative risk, or hazard ratio (<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B26">26</xref>). We stratified this meta-analysis on the type of cardiovascular disease (all cardiovascular disease, hospitalization for cardiovascular disease, coronary heart disease (CHD), myocardial infarction, and high blood pressure). We described our results by calculating the risk of cardiovascular disease after a burnout (<xref ref-type="bibr" rid="B21">21</xref>). Risks were centered at one if the risk of cardiovascular disease after a burnout did not differ from the risk of cardiovascular disease without having any burnout. Risk &gt; 1 denoted an increased risk of cardiovascular disease, and hazard ratio &lt; 1 reflected a decreased risk. We conducted a meta-analysis on the most adjusted models and on crude risks (sensitivity analyses) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>, <xref ref-type="appendix" rid="SM3">
<bold>Appendix 3</bold>
</xref>). Statistical heterogeneity between studies was assessed using forest plots, confidence intervals, and <italic>I</italic>&#xb2;: heterogeneity is considered low for <italic>I</italic>&#xb2; &lt;25%, modest for 25%&#x2013;50%, and high for &gt;50%. We also aimed to conduct sensitivity analysis by excluding studies not evenly distributed around the base of the metafunnel (<xref ref-type="appendix" rid="SM4">
<bold>Appendix 4</bold>
</xref>). We also proposed meta-regressions to investigate putative factors influencing the risk of cardiovascular disease following burnout exposure such as age, sex, occupation, or type of cardiovascular disease. Results were expressed as regression coefficients and 95% confidence intervals. Type I -error was fixed at &#x3b1; = 0.05.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Summary of meta-analyses on the risk of cardiovascular disease after a burnout.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-15-1326745-g003.tif"/>
</fig>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>An initial search produced 12,232 possible articles. Removal of duplicates and use of selection criteria reduced the number of articles reporting the influence of burnout on cardiovascular disease to 25 articles in the systematic review (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B8">8</xref>&#x2013;<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B47">47</xref>) and 9 were included in the meta-analysis (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B41">41</xref>&#x2013;<xref ref-type="bibr" rid="B44">44</xref>) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The main characteristics of all studies are outlined in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> and studies included in the meta-analyses are further described below. All articles were written in English.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Characteristics of included studies in the meta-analysis.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">Study</th>
<th valign="middle" rowspan="2" align="center">Country</th>
<th valign="middle" rowspan="2" align="center">Period of data collection</th>
<th valign="middle" rowspan="2" align="center">Design</th>
<th valign="top" colspan="4" align="center">Population</th>
<th valign="top" colspan="3" align="center">Burnout</th>
</tr>
<tr>
<th valign="top" align="center">
<italic>n</italic>
</th>
<th valign="top" align="center">Sex,<break/>% men</th>
<th valign="top" align="center">Age, years<break/>mean &#xb1; SD</th>
<th valign="top" align="center">Occupational work</th>
<th valign="top" align="center">Measure</th>
<th valign="top" align="center">Risk</th>
<th valign="top" align="center">Adjustment</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Appels 1991 (<xref ref-type="bibr" rid="B9">9</xref>)</td>
<td valign="top" align="center">Netherland</td>
<td valign="top" align="center">1979&#x2013;1983</td>
<td valign="top" align="center">Cohort</td>
<td valign="top" align="center">3,210</td>
<td valign="top" align="center">100</td>
<td valign="top" align="center">Burned out 52.3 &#xb1; 8.4<break/>Controls 51.3 &#xb1; 8.6</td>
<td valign="top" align="center">64% blue collar workers</td>
<td valign="top" align="center">Maastricht Questionnaire</td>
<td valign="top" align="center">RR</td>
<td valign="top" align="center">Age, cholesterol, BP, smoking</td>
</tr>
<tr>
<td valign="top" align="left">Azfar 2021 (<xref ref-type="bibr" rid="B29">29</xref>)</td>
<td valign="top" align="center">Kyrgyzstan</td>
<td valign="top" align="center">Not precise</td>
<td valign="top" align="center">Cross-sectional</td>
<td valign="top" align="center">694</td>
<td valign="top" align="center">43.5</td>
<td valign="top" align="center">Mean age for six ethnic groups, from 34.3 &#xb1; 14.3 to 48.5 &#xb1; 15.7</td>
<td valign="top" align="center"/>
<td valign="top" align="center">SMBQ</td>
<td valign="top" align="center">OR</td>
<td valign="top" align="center">Ethnicity, gender and BMI</td>
</tr>
<tr>
<td valign="top" align="left">Honkonen 2005 (<xref ref-type="bibr" rid="B36">36</xref>)</td>
<td valign="top" align="center">Finland</td>
<td valign="top" align="center">2000&#x2013;2001</td>
<td valign="top" align="center">Cross-sectional</td>
<td valign="top" align="center">3,368</td>
<td valign="top" align="center">52.3</td>
<td valign="top" align="center">44.6&#xb1; 8.6</td>
<td valign="top" align="center">30% blue collar<break/>28% upper white collar<break/>27% lower white collar<break/>15% self-employed</td>
<td valign="top" align="center">MBI-GS</td>
<td valign="top" align="center">OR</td>
<td valign="top" align="center">Sociodemographic, health behavior and depressive symptoms</td>
</tr>
<tr>
<td valign="top" align="left">Kitaoka 2009 (<xref ref-type="bibr" rid="B10">10</xref>)</td>
<td valign="top" align="center">Japan</td>
<td valign="top" align="center">4&#x2013;5 years</td>
<td valign="top" align="center">Cohort</td>
<td valign="top" align="center">383</td>
<td valign="top" align="center">100</td>
<td valign="top" align="center">37.8 &#xb1; 11.6</td>
<td valign="top" align="center">Middle managers</td>
<td valign="top" align="center">MBI-GS (Japanese Version)</td>
<td valign="top" align="center">OR</td>
<td valign="top" align="center">Age, alcohol, smoking, physical activity</td>
</tr>
<tr>
<td valign="top" align="left">Lin 2021 (<xref ref-type="bibr" rid="B37">37</xref>)</td>
<td valign="top" align="center">Taiwan</td>
<td valign="top" align="center">Not precise</td>
<td valign="top" align="center">Cross-sectional</td>
<td valign="top" align="center">242</td>
<td valign="top" align="center">26.4</td>
<td valign="top" align="center">50.4&#xb1;?</td>
<td valign="top" align="center">Workers in elderly welfare facilities</td>
<td valign="top" align="center">Copenhagen Burnout Inventory (Chinese Version)</td>
<td valign="top" align="center">OR</td>
<td valign="top" align="center">Age, sex, education, type of work shifts, nurse assistant work category, personal burnout, BMI</td>
</tr>
<tr>
<td valign="top" align="left">Sokejima 1998 (<xref ref-type="bibr" rid="B41">41</xref>)</td>
<td valign="top" align="center">Japan</td>
<td valign="top" align="center">1990&#x2013;1993</td>
<td valign="top" align="center">Case&#x2013;control</td>
<td valign="top" align="center">526</td>
<td valign="top" align="center">100</td>
<td valign="top" align="center">Burned out 55.5 &#xb1; 8.6<break/>Controls 54.4 &#xb1; 8.3</td>
<td valign="top" align="center">51% managers and officials<break/>15% professional and technical</td>
<td valign="top" align="center">Burnout measure by Pines</td>
<td valign="top" align="center">OR</td>
<td valign="top" align="center">Age, occupational categories</td>
</tr>
<tr>
<td valign="top" align="left">Toker 2012 (<xref ref-type="bibr" rid="B42">42</xref>)</td>
<td valign="top" align="center">Isra&#xeb;l</td>
<td valign="top" align="center">2003&#x2013;2010</td>
<td valign="top" align="center">Cohort</td>
<td valign="top" align="center">8,838</td>
<td valign="top" align="center">63</td>
<td valign="top" align="center">CHD 53.5 &#xb1; 7.9<break/>No CHD 44.9 &#xb1; 10.5</td>
<td valign="top" align="center"/>
<td valign="top" align="center">SMBM</td>
<td valign="top" align="center">HR</td>
<td valign="top" align="center">Age, sex, family history of CHD, smoking, subjective and objective workload, depression</td>
</tr>
<tr>
<td valign="top" align="left">Toppinen-Tanner 2009 (<xref ref-type="bibr" rid="B43">43</xref>)</td>
<td valign="top" align="center">Finland</td>
<td valign="top" align="center">Not precise</td>
<td valign="top" align="center">Cohort</td>
<td valign="top" align="center">7,897</td>
<td valign="top" align="center">76</td>
<td valign="top" align="center">&gt;18</td>
<td valign="top" align="center">Forest industry employees</td>
<td valign="top" align="center">MBI-GS</td>
<td valign="top" align="center">HR</td>
<td valign="top" align="center">Age, sex, occupational status, physical environment, medication for hypertension and diabetes</td>
</tr>
<tr>
<td valign="top" align="left">Tsou 2020 (<xref ref-type="bibr" rid="B44">44</xref>)</td>
<td valign="top" align="center">Taiwan</td>
<td valign="top" align="center">2018&#x2013;2019</td>
<td valign="top" align="center">Cross-sectional</td>
<td valign="top" align="center">1,758</td>
<td valign="top" align="center">4.2</td>
<td valign="top" align="center">Median 35.2</td>
<td valign="top" align="center">Nurses</td>
<td valign="top" align="center">Chinese Burnout Inventory</td>
<td valign="top" align="center">OR</td>
<td valign="top" align="center">Sex, sleep time, alcohol, physical activity, fruit and vegetable intake</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>MBI-GS, Maslach Burnout Inventory &#x2013; General Survey; SMBM, Shirom Melamed Burnout Measure; SMBQ, Shirom Melamed Burnout Questionnaire; Burnout measure by Pines from (<xref ref-type="bibr" rid="B48">48</xref>).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<sec id="s3_1">
<title>Quality of articles</title>
<p>Using the NOS criteria for cross-sectional studies demonstrated a low risk of bias, except for sample representativeness and ascertainment of exposure (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). NOS and STROBE evaluation for each included study are available in <xref ref-type="appendix" rid="SM1">
<bold>Appendix 2</bold>
</xref>.</p>
</sec>
<sec id="s3_2">
<title>Aims and outcomes of included articles</title>
<p>Six studies aimed to evaluate the association between burnout and the incidence or the prevalence of cardiovascular disease as a primary result (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>), while three studies evaluated this association as a secondary result (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B44">44</xref>). For one study (<xref ref-type="bibr" rid="B29">29</xref>), the main objective was to characterize different ethnic groups in Kyrgyzstan regarding cardiovascular disease and mental distress; for another study (<xref ref-type="bibr" rid="B41">41</xref>), it was to clarify the extent to which working hours affect the risk of acute myocardial infarction; and for the third study (<xref ref-type="bibr" rid="B44">44</xref>), it was to analyze the association between burnout and metabolic syndrome.</p>
</sec>
<sec id="s3_3">
<title>Study designs</title>
<p>Four studies were cross-sectional (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B44">44</xref>), four were cohort studies (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>), and one was a case&#x2013;control study. Cohort studies had a follow-up from 3.6 (<xref ref-type="bibr" rid="B42">42</xref>) to 10 (<xref ref-type="bibr" rid="B43">43</xref>) years on average. Five studies were conducted in Asia [Kyrgyzstan (<xref ref-type="bibr" rid="B29">29</xref>), Japan (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B41">41</xref>), and Taiwan (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B44">44</xref>)], three in Europe [Netherlands (<xref ref-type="bibr" rid="B9">9</xref>) and Finland (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B43">43</xref>)], and one in Israel (<xref ref-type="bibr" rid="B42">42</xref>).</p>
</sec>
<sec id="s3_4">
<title>Recruitment of individuals</title>
<p>Recruitment procedures included individuals visiting polyclinics and healthcare centers (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>), city employees (<xref ref-type="bibr" rid="B9">9</xref>), middle managers working on a manufacturing company (<xref ref-type="bibr" rid="B10">10</xref>), workers in public elderly welfare facilities (<xref ref-type="bibr" rid="B37">37</xref>), nurses working in a tertiary hospital (<xref ref-type="bibr" rid="B44">44</xref>), forest industry employees (<xref ref-type="bibr" rid="B43">43</xref>), and workers from the general population, i.e., any worker (<xref ref-type="bibr" rid="B36">36</xref>).</p>
</sec>
<sec id="s3_5">
<title>Populations studied</title>
<p>Sample size ranged from 242 (<xref ref-type="bibr" rid="B37">37</xref>) to 8,838 (<xref ref-type="bibr" rid="B42">42</xref>). In total, 26,916 individuals were included in our meta-analysis.</p>
<p>Age was reported in all studies. Most of the studies (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>) reported mean age. One study (<xref ref-type="bibr" rid="B44">44</xref>) reported age as a median, and one study (<xref ref-type="bibr" rid="B43">43</xref>) reported prevalence by age category.</p>
<p>Gender was reported in all studies. Overall, there were 43% of the sample were men (95% CI 20% to 66%), ranging from 26% (<xref ref-type="bibr" rid="B37">37</xref>) to 100% (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B41">41</xref>).</p>
<p>Other descriptive variables included body mass index (BMI) (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>), blood pressure (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B41">41</xref>&#x2013;<xref ref-type="bibr" rid="B44">44</xref>), cholesterol (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>), occupational status (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B43">43</xref>), work style (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B44">44</xref>), education level (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B42">42</xref>), marital status (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B36">36</xref>), ethnicity (<xref ref-type="bibr" rid="B29">29</xref>), physical activity (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B44">44</xref>), smoking habits (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B44">44</xref>), and alcohol consumption (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B44">44</xref>), and two studies focused on family history of heart disease (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>). In addition, most studies (78%) conducted health examination to evaluate the risk of cardiovascular disease (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B44">44</xref>). The health examination included measurement of height (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B44">44</xref>), body weight (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B44">44</xref>), body circumference (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B36">36</xref>), waist circumference (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B44">44</xref>), electrocardiogram (ECG) (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B36">36</xref>), spirometry (<xref ref-type="bibr" rid="B36">36</xref>), bioimpedance (<xref ref-type="bibr" rid="B36">36</xref>), heel bone density (<xref ref-type="bibr" rid="B36">36</xref>), blood test (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B36">36</xref>), total cholesterol (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B41">41</xref>), triglycerides, high-density lipoprotein cholesterol, and low-density lipoprotein cholesterol (<xref ref-type="bibr" rid="B42">42</xref>), fasting insulin and glucose tolerance (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B42">42</xref>), and HbA1c and TSH (<xref ref-type="bibr" rid="B44">44</xref>) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
</sec>
<sec id="s3_6">
<title>Measurements of burnout</title>
<p>All studies used self-administered questionnaires to assess burnout, but differed between studies except three studies (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B43">43</xref>) that used the Maslach Burnout Inventory &#x2013; General Survey (MBI-GS) (<xref ref-type="bibr" rid="B49">49</xref>). The MBI-GS a 16-item questionnaire consisting of three subscales: exhaustion (five items), cynicism (five items), and lack of professional efficacy (six items), each item being scored on a seven-point scale ranging from 0 (&#x201c;never&#x201d;) to 6 (&#x201c;daily&#x201d;). One study used only four items for cynicism (<xref ref-type="bibr" rid="B10">10</xref>). Two studies (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B43">43</xref>) calculated levels of burnout using a weighted sum: (0.4/5 &#xd7; exhaustion + 0.3/5 &#xd7; cynicism + 0.3/6 &#xd7; lack of professional efficacy)/6 and considered burnout to be severe if the score is 3.50 to 6, mild if the score is 1.50 to 3.49, and no burnout is the score is 0 to 1.49. Despite not being written, the reference cited indicated that odds ratios for cardiovascular disease were calculated for the combination mild plus severe burnout. The third study (<xref ref-type="bibr" rid="B10">10</xref>) used previous data from their research team to divide each subscale into tertiles: burnout (yes/no) was considered for the combination of intense exhaustion (upper third) and either high cynicism (upper third) or low professional efficacy (lower third) or both. One study (<xref ref-type="bibr" rid="B29">29</xref>) used the Shirom Melamed Burnout Questionnaire (SMBQ) (<xref ref-type="bibr" rid="B38">38</xref>), which is an eight-item questionnaire, each item being scored on a seven-point scale from 1 (&#x201c;almost never&#x201d;) to 7 (&#x201c;almost always&#x201d;). Scores were summed and burnout was recorded as a dichotomous variable: high (uppermost quartile) and low (other quartiles). Another study (<xref ref-type="bibr" rid="B42">42</xref>) used the Shirom Melamed Burnout Measure (SMBM) (<xref ref-type="bibr" rid="B50">50</xref>), which is a 14-item questionnaire, also scored on a seven-point scale. Burnout was also recorded as a dichotomous variable: high (uppermost quintile) and low (other quintiles). One study (<xref ref-type="bibr" rid="B35">35</xref>) used the Chinese version of the Copenhagen Burnout Inventory (<xref ref-type="bibr" rid="B51">51</xref>), which is a 13-item questionnaire (items 1 to 6 for personal burnout and items 7 to 13 for work-related burnout), each item being scored on a five-point scale: 0 (&#x201c;almost never&#x201d;), 25 (&#x201c;never&#x201d;), 50 (&#x201c;sometimes&#x201d;), 75 (&#x201c;often&#x201d;), and 100 (&#x201c;always&#x201d;). Scores of items 7 to 13 were averaged, and work-related burnout was considered mild for a score &lt;45, moderate for 50 to 69.9, and severe for &#x2265;70. Odds ratios for cardiovascular disease were calculated for the combination moderate plus severe burnout (score &gt;45). One study (<xref ref-type="bibr" rid="B44">44</xref>) used the Chinese occupational burnout inventory (<xref ref-type="bibr" rid="B52">52</xref>) that consists of three domains: psychological work demands, job control/personal accomplishment, and employment stability. After summing points for each domain, burnout (yes/no) was defined as high psychological work demands (upper tertile) plus low job control (lower tertile) plus low employment stability (lower tertile). The case&#x2013;control study (<xref ref-type="bibr" rid="B41">41</xref>) used the &#x201c;Burnout measure&#x201d;, a 21-item questionnaire, developed by Pines (<xref ref-type="bibr" rid="B48">48</xref>), consisting of three subscales (physical, emotional, and mental exhaustion), with items being scored on a seven-point scale ranging from 1 (&#x201c;never&#x201d;) to 7 (&#x201c;always&#x201d;). Calculation of scores was not written but the reference cited (<xref ref-type="bibr" rid="B53">53</xref>) averaged scores of each item, and defined burnout as a dichotomous variable: burnout (average score &gt;4) and no burnout (&lt;4). A third category of &#x201c;borderline&#x201d; burnout was presented but not explained. We only considered odds ratio for burnout. The last study (<xref ref-type="bibr" rid="B9">9</xref>) added the question &#x201c;Have you ever been burned out&#x201d; (categorical answer: yes/no) to the Maastricht Questionnaire that addresses loss of energy, increased irritability, and demoralization, which was constructed to be an indicator of mental precursors to myocardial infarction (<xref ref-type="bibr" rid="B54">54</xref>). Prevalence of cardiovascular diseases by dimension of burnout (exhaustion, cynicism, and lack of professional efficacy) was reported in one study (<xref ref-type="bibr" rid="B44">44</xref>) and by severity per dimension in one study (<xref ref-type="bibr" rid="B36">36</xref>), and odds ratio per dimension of burnout was reported in one study (<xref ref-type="bibr" rid="B43">43</xref>).</p>
</sec>
<sec id="s3_7">
<title>Measurements of cardiovascular disease</title>
<p>All cardiovascular diseases were reported in two studies (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B36">36</xref>). Diagnosis of cardiovascular disease was assessed using the question &#x201c;Do you have any cardiovascular disease diagnosed by a doctor?&#x201d; in one study (<xref ref-type="bibr" rid="B29">29</xref>), and using the Symptom Interview that was carried out in the first part of the health examination in the second study (<xref ref-type="bibr" rid="B36">36</xref>).</p>
<p>Hospitalization for cardiovascular disease was assessed in one study (<xref ref-type="bibr" rid="B43">43</xref>). Information on hospital admissions data was retrieved from the National Hospital Discharge Register, which is a complete, reliable source of illnesses that includes all hospital admissions with their causes.</p>
<p>CHD was assessed in one study (<xref ref-type="bibr" rid="B42">42</xref>). CHDs were defined as a composite of acute myocardial infarction, ischemic heart disease, and angina pectoris. Participants had to complete a self-report of medically diagnosed CHD.</p>
<p>Myocardial infarction was assessed in two studies (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B41">41</xref>). One study (<xref ref-type="bibr" rid="B41">41</xref>) included patients admitted for a first attack of acute myocardial infarction. The other study (<xref ref-type="bibr" rid="B9">9</xref>) followed a cohort of patients with angina pectoris and retrieved those who had a myocardial infarction during the follow-up (<xref ref-type="bibr" rid="B54">54</xref>). In both studies, the diagnosis criteria for myocardial infarction were based on typical chest pain, electrocardiogram, and enzyme levels (<xref ref-type="bibr" rid="B55">55</xref>).</p>
<p>High blood pressure was reported in three studies: prehypertension was defined as systolic and diastolic blood pressure between 120/80 and 139/89 mmHg (<xref ref-type="bibr" rid="B37">37</xref>); &#x2265;130/85 mmHg in the metabolic syndrome (<xref ref-type="bibr" rid="B44">44</xref>); and hypertension was defined as &#x2265;140/90 mmHg (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B37">37</xref>).</p>
</sec>
<sec id="s3_8">
<title>Meta-analysis on the risk of cardiovascular disease after burnout</title>
<p>Overall using the most adjusted risks, the overall risk of cardiovascular disease increased by 21% following burnout exposure (OR = 1.21, 95% CI 1.03 to 1.39). Using stratification by type of cardiovascular disease, having a burnout significantly increased the risk of cardiovascular disease-related hospitalization by 10% (1.10, 1.02 to 1.18) (<xref ref-type="bibr" rid="B43">43</xref>), and prehypertension by 85% (1.85, 1.00 to 2.70) (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B44">44</xref>) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>, <xref ref-type="appendix" rid="SM3">
<bold>Appendix 3</bold>
</xref>). Risks were not significant for CHD (1.79, 0.79 to 2.79) (<xref ref-type="bibr" rid="B42">42</xref>), myocardial infarction (1.78, 0.85 to 2.71) (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B41">41</xref>), and hypertension (0.69, &#x2212;0.07 to 1.45) (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B37">37</xref>).</p>
</sec>
<sec id="s3_9">
<title>Sensitivity analyses and meta-regressions</title>
<p>We repeated an aforementioned meta-analysis using crude odds ratio and found similar results, i.e., an overall risk of cardiovascular disease following burnout exposure (OR = 1.32, 95% CI 1.19 to 1.44), as well as the risk of cardiovascular disease-related hospitalization (1.10, 1.02 to 1.18) and prehypertension (1.85, 1.00 to 2.70) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>, <xref ref-type="appendix" rid="SM3">
<bold>Appendix 3</bold>
</xref>). Metafunnels analyzing for potential publication bias are presented in <xref ref-type="appendix" rid="SM4">
<bold>Appendix 4</bold>
</xref>; however, excluding studies outside of metafunnels was deemed impossible because of the limited number of included studies.</p>
<p>The risk of cardiovascular disease after burnout was not influenced by gender (coefficient &#x2212;0.007% men, 95% CI &#x2212;0.071 to 0.056). Insufficient data precluded other meta-regressions.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Despite the few numbers of studies and the fact that the causality is weakened by the cross-sectional design of some studies, the main finding was that burnout seems to increase the risk of cardiovascular disease. Insufficient data precluded further analyses of other risk factors. However, numerous studies focused on the pathophysiology of the cardiovascular risk linked to burnout.</p>
<sec id="s4_1">
<title>Influence of burnout on cardiovascular disease: a public health issue</title>
<p>By the 1940s, cardiovascular disease became the number one cause of mortality among Americans, accounting for one in two deaths (<xref ref-type="bibr" rid="B56">56</xref>). Prevention and treatment were so poorly understood that most Americans accepted early death from heart disease as unavoidable (<xref ref-type="bibr" rid="B57">57</xref>). The Framingham study conducted in 1948 highlighted the importance of prevention in the occurrence of cardiovascular disease in individuals at high risk (<xref ref-type="bibr" rid="B57">57</xref>). A key component of this strategy was the ability to identify those most likely to have a future cardiovascular event, so that preventive interventions could be targeted (<xref ref-type="bibr" rid="B57">57</xref>). However, occupational risk factors were not evaluated or even reported in those historical studies. In 2004, the Interheart case&#x2013;control study was the first large-scale study that also investigated occupational characteristics as risk factors for cardiovascular events. The study found that stress at work was involved in the occurrence of cardiovascular events (<xref ref-type="bibr" rid="B58">58</xref>). If stress at work has been studied for a long time, burnout is a more recent concept (<xref ref-type="bibr" rid="B59">59</xref>). The possibility that burnout may be a risk factor for the development of cardiovascular disease has been suggested in the 1990s (<xref ref-type="bibr" rid="B38">38</xref>), and the first prospective study using a valid measure of burnout was done in 2012, associating burnout with an increased risk of CHD (<xref ref-type="bibr" rid="B42">42</xref>). Despite the few numbers of studies and the fact that a causal relation could be extracted only from longitudinal studies, our meta-analysis seems in favor of an increased risk of cardiovascular disease following burnout, probably between 20% and 30%. Cardiovascular disease and burnout have both consequences on mental and physical health, as well as on work organization and economy (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B31">31</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B37">37</xref>&#x2013;<xref ref-type="bibr" rid="B40">40</xref>), increasing the numbers of sick leave and absenteeism (<xref ref-type="bibr" rid="B5">5</xref>). Interestingly, burnout also increases presenteeism, i.e., when people come to work even when sick, leading to a loss of productivity (<xref ref-type="bibr" rid="B5">5</xref>). In a vicious cycle, workers in burnout may not reach the desirable performance at work, which may lead to emotional exhaustion (<xref ref-type="bibr" rid="B60">60</xref>, <xref ref-type="bibr" rid="B61">61</xref>). In addition to organizational and economic consequences for the companies, absenteeism or presenteeism related to burnout may represent the beginning of a social decline involving job loss and even permanent exclusion from the labor market (<xref ref-type="bibr" rid="B5">5</xref>).</p>
</sec>
<sec id="s4_2">
<title>Depending on individual risk factors</title>
<p>Age over 45 years old is a common risk factor for burnout and cardiovascular disease, while being a man is specifically a risk for cardiovascular disease (<xref ref-type="bibr" rid="B62">62</xref>), and being a woman specifically increases the risk of burnout (<xref ref-type="bibr" rid="B63">63</xref>). There are also risk factors related to occupation (<xref ref-type="bibr" rid="B44">44</xref>). Occupational factors that can both impact the risk of burnout and the risk of cardiovascular disease are heavy workload, long working hours, time pressure, low rewards, low autonomy (decision latitude), value conflict, and lack of clarity in goals (<xref ref-type="bibr" rid="B52">52</xref>). Those factors are considered common factors of stress. The more stressful the job, the higher the risk of burnout and cardiovascular disease (<xref ref-type="bibr" rid="B64">64</xref>). Preventing excessive work stress is a legal obligation in several countries, and promoting awareness of the link between stress and health among both employers and workers is an important component of workplace health promotion (<xref ref-type="bibr" rid="B65">65</xref>). Besides sociodemographic and occupational factors, lifestyle behaviors also play a role in the risk of burnout and cardiovascular disease (<xref ref-type="bibr" rid="B66">66</xref>). Smoking and alcohol negatively influence the incidence of both burnout and cardiovascular disease while physical activity reduces the risk of developing burnout or cardiovascular disease (<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>). Interestingly, physical inactivity has been shown to be the only significant factor linked to stress, and it is commonly admitted that workplace health promotion should also encourage workers to exercise regularly (<xref ref-type="bibr" rid="B67">67</xref>). Specific ethnic characteristics also seem to influence the occurrence of burnout and cardiovascular disease, but the pathophysiology needs to be further explored (<xref ref-type="bibr" rid="B29">29</xref>). Besides putative genetic mechanisms related to ethnicity (<xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B69">69</xref>), ethnic factors influencing the risk of burnout and cardiovascular disease could be better associated with common characteristics linked to family history, such as religious practices, geographical origins, or education (<xref ref-type="bibr" rid="B70">70</xref>&#x2013;<xref ref-type="bibr" rid="B72">72</xref>). Indeed, despite the fact that, for example, having an Asian ethnicity has a lower risk of atherosclerosis (<xref ref-type="bibr" rid="B73">73</xref>), persistent ethnic and racial differences in all-cause and cardiovascular mortality are largely attributable to social determinants of health&#x2014;i.e., poor social conditions are linked to mortality (<xref ref-type="bibr" rid="B74">74</xref>). At a state level, governments should act on systemic factors that shape health differences across racial and ethnic groups (<xref ref-type="bibr" rid="B74">74</xref>). Very interestingly, despite the fact that burnout seems ubiquitous, i.e., any worker could be in burnout, without evidence of a difference in burnout by ethnicity (<xref ref-type="bibr" rid="B75">75</xref>, <xref ref-type="bibr" rid="B76">76</xref>), it has been shown in some articles that underrepresented minorities may have a lower prevalence of burnout (<xref ref-type="bibr" rid="B77">77</xref>, <xref ref-type="bibr" rid="B78">78</xref>). A putative explanation could be because they form communities with stronger support groups, and also because the cultural diversity may be a protective factor from some working conditions (<xref ref-type="bibr" rid="B77">77</xref>, <xref ref-type="bibr" rid="B78">78</xref>). To prevent burnout and cardiovascular disease, occupational health departments should consider relevant risk factors to identify high-risk groups for efficient preventive strategy (<xref ref-type="bibr" rid="B37">37</xref>).</p>
</sec>
<sec id="s4_3">
<title>Burnout and cardiovascular disease pathophysiological similarities</title>
<p>Interestingly, the pathophysiology of burnout also shares some similarities with the pathophysiology of cardiovascular disease, through neuroendocrine and inflammatory responses, as well as metabolic processes (<xref ref-type="bibr" rid="B79">79</xref>). The dysregulation of the hypothalamic&#x2013;pituitary&#x2013;adrenal (HPA) axis has been demonstrated to play a major role in the pathophysiology of cardiovascular disease from historical studies (<xref ref-type="bibr" rid="B80">80</xref>&#x2013;<xref ref-type="bibr" rid="B82">82</xref>). Interestingly, some studies suggest that burnout is also associated with dysregulation of the HPA axis (a key stress responsive endocrine system), proinflammatory cytokine levels, inflammation biomarkers, and higher allostatic load (<xref ref-type="bibr" rid="B8">8</xref>). Burnout is associated with functional disconnection between the amygdala and the anterior cingulate/medial prefrontal cortex (<xref ref-type="bibr" rid="B83">83</xref>). The HPA axis is the primary means through which humans mediate the response to stress (<xref ref-type="bibr" rid="B84">84</xref>). With prolonged chronic exposure to stress, the HPA axis negative feedback loop can be lost, rendering the mechanism dysfunctional (<xref ref-type="bibr" rid="B30">30</xref>). Repeated exposure to psychosocial stress results in exaggerated activation of both the HPA axis and the sympathetic nervous system (<xref ref-type="bibr" rid="B85">85</xref>). This maladaptive process has been implicated in the development of burnout (<xref ref-type="bibr" rid="B27">27</xref>) and in cardiovascular disease because it disrupts metabolic parameters such as lipids, hypertension, and type 2 diabetes (<xref ref-type="bibr" rid="B30">30</xref>). The hyperstimulation of the HPA axis because of chronic stress also increases cortisol secretion (<xref ref-type="bibr" rid="B44">44</xref>). High levels of cortisol further suppress the development of new neurons in the hippocampus. Then, without resolution, limbic brain structures begin to atrophy (<xref ref-type="bibr" rid="B86">86</xref>). Reduced activity of the parasympathetic nervous system increases the risk of CHD (<xref ref-type="bibr" rid="B87">87</xref>, <xref ref-type="bibr" rid="B88">88</xref>). It has been suggested that parasympathetic nerve activity is decreased by weak stressors that do not increase sympathetic nerve activity (<xref ref-type="bibr" rid="B89">89</xref>). Even if the stressors encountered while working are weak, coronary risk could be increased by attenuated vagal tone (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B90">90</xref>).</p>
</sec>
<sec id="s4_4">
<title>Limitations</title>
<p>Our study has some limitations. Our meta-analysis inherits the limitations of each included study. First of all, the interpretation of causality may be limited. Cross-sectional studies (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B44">44</xref>) showed associations between burnout and cardiovascular disease; however, prospective studies are more appropriate for investigating the possible consequences of burnout (<xref ref-type="bibr" rid="B5">5</xref>). In our meta-analysis, few studies were prospective (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>), and a causal relation could be extracted only from longitudinal studies. Moreover, they had a short follow-up that may have restricted the ability to observe the effects of burnout on cardiovascular disease. Then, only published articles were included in our meta-analysis; thus, our results were theoretically exposed to a publication bias (<xref ref-type="bibr" rid="B91">91</xref>). We also included only studies written in English; hence, results were theoretically exposed to a selection bias. There were also wide variability in study populations (<xref ref-type="bibr" rid="B30">30</xref>), with some studies not being representative of the general working population (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>), especially because ethnic groups differed significantly in age, gender, and education (<xref ref-type="bibr" rid="B29">29</xref>). However, taken together, this wide variability population is in favor of the generalizability of our results. Our meta-analysis also had limitations in the measurement of both burnout and cardiovascular disease. Indeed, burnout scales differed between studies, rendering comparisons less precise, even if all studies had a control group with no burnout. Assessment of burnout has always been reported through self-administered questionnaires, which may have led to an over- or underestimation of burnout. However, assessing a mental state is obviously subjective (<xref ref-type="bibr" rid="B92">92</xref>&#x2013;<xref ref-type="bibr" rid="B94">94</xref>). Some studies also assessed cardiovascular disease using self-reported questionnaire (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B42">42</xref>). Cardiovascular disease was very diverse and heterogenous, decreasing the level of proof of the overall results of our meta-analysis. Lastly, except for gender, there were not enough data to analyze the putative influencing factors of the effects of burnout on cardiovascular diseases. For example, no meta-regressions were made on severity and duration of burnout, as well as on occupational characteristics, because they were not reported.</p>
</sec>
<sec id="s4_5">
<title>Perspective of improvement for future studies</title>
<p>Considering that a causal link between burnout and cardiovascular disease is weakened by aforementioned limitations (particularly the inclusion of cross-sectional studies and the short follow-up for cohort studies), our meta-analysis also showed the need for further prospective studies with a long-term follow-up, using reliable records of cardiovascular disease as well as basic information such as details surrounding burnout (intensity and duration), sociodemographic factors (age, gender, marital status, and education level), occupational characteristics (job, occupational sector, and number of hours of work per week seniority), and lifestyle behavior (smoking, alcohol, physical activity, and nutrition/body mass index). Adjuvant measures should be assessed with reliable facility&#x2019;s equipment (<xref ref-type="bibr" rid="B37">37</xref>). A long period of follow-up is needed because cardiovascular disease may occur several years after a burnout exposure, but a long period of follow-up is also needed to study the time effect itself for burnout to promote cardiovascular disease. To our knowledge, no study assessed the time period between burnout and cardiovascular disease, and associated influencing factors of this delay. Further studies should also use identical methods to measure burnout and to diagnose cardiovascular disease. All cardiovascular diseases should be considered, to assess disease-specific relationships.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusion</title>
<p>Despite the few numbers of included studies and a causality weakened by the cross-sectional design of some studies, our meta-analysis seems to be in favor of an increased risk of cardiovascular disease following burnout, probably between 20% and 30%. However, numerous studies focused on the pathophysiology of cardiovascular risk linked to burnout. This better understanding may help to build a preventive and efficient strategy in the workplace. Future studies should be achieved through prospective studies with a long-term follow-up, which may also help to understand the chronology of development of cardiovascular disease following burnout.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>AJ: Writing &#x2013; original draft. J-BB-M: Writing &#x2013; original draft. RB: Writing &#x2013; review &amp; editing. CP: Writing &#x2013; review &amp; editing. BC: Writing &#x2013; review &amp; editing. P-ML: Writing &#x2013; review &amp; editing. MZ:&#xa0;Writing &#x2013; review &amp; editing. UU: Writing &#x2013; review &amp; editing. JB: Writing &#x2013; review &amp; editing. FD: Writing &#x2013; original draft.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<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>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpsyt.2024.1326745/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpsyt.2024.1326745/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Presentation_1.pdf" id="SM1" mimetype="application/pdf">
<label>Appendix 1</label>
<caption>
<p>Details for the search strategy used within each database.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Presentation_1.pdf" id="SM2" mimetype="application/pdf">
<label>Appendix 2</label>
<caption>
<p>Details for methodological quality of included articles (Methodological assessment of studies using STROBE criteria, Methodological assessment of studies using NOS criteria) and Checklists used for quality assessment of included studies (Newcastle-Ottawa Scale (NOS) for cross-sectional studies, Newcastle-Ottawa Scale (NOS) for cohort studies, Strengthening the Reporting of Observational studies in Epidemiology (STROBE) for cross-sectional and cohort studies)</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Presentation_1.pdf" id="SM3" mimetype="application/pdf">
<label>Appendix 3</label>
<caption>
<p>Meta-analysis using the most adjusted and crude risk of cardiovascular disease after a burnout.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Presentation_1.pdf" id="SM4" mimetype="application/pdf">
<label>Appendix 4</label>
<caption>
<p>Metafunnels, based on data from the most adjusted and crude risk of cardiovascular disease after a burnout.Each dot represents a single study, with its corresponding risk (x axis) and its associated standard error of the risk (y-axis). Large high-powered studies are placed towards the top, and smaller low-powered studies towards the bottom. The plot should ideally resemble a pyramid or inverted funnel, with scatter due to sampling variation. Studies outside funnel plot are likely to present bias (94).</p>
</caption>
</supplementary-material>
</sec>
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