Plant sterols and cardiovascular disease: a systematic review and meta-analysis†
Identifieur interne : 000462 ( Pmc/Corpus ); précédent : 000461; suivant : 000463Plant sterols and cardiovascular disease: a systematic review and meta-analysis†
Auteurs : Bernd Genser ; Günther Silbernagel ; Guy De Backer ; Eric Bruckert ; Rafael Carmena ; M. John Chapman ; John Deanfield ; Olivier S. Descamps ; Ernst R. Rietzschel ; Karen C. Dias ; Winfried M RzSource :
- European Heart Journal [ 0195-668X ] ; 2012.
Abstract
The impact of increased serum concentrations of plant sterols on cardiovascular risk is unclear. We conducted a systematic review and meta-analysis aimed to investigate whether there is an association between serum concentrations of two common plant sterols (sitosterol, campesterol) and cardiovascular disease (CVD). We systematically searched the databases MEDLINE, EMBASE, and COCHRANE for studies published between January 1950 and April 2010 that reported either risk ratios (RR) of CVD in relation to serum sterol concentrations (either absolute or expressed as ratios relative to total cholesterol) or serum sterol concentrations in CVD cases and controls separately. We conducted two meta-analyses, one based on RR of CVD contrasting the upper vs. the lower third of the sterol distribution, and another based on standardized mean differences between CVD cases and controls. Summary estimates were derived by fixed and random effects meta-analysis techniques. We identified 17 studies using different designs (four case–control, five nested case–control, three cohort, five cross-sectional) involving 11 182 participants. Eight studies reported RR of CVD and 15 studies reported serum concentrations in CVD cases and controls. Funnel plots showed evidence for publication bias indicating small unpublished studies with non-significant findings. Neither of our meta-analyses suggested any relationship between serum concentrations of sitosterol and campesterol (both absolute concentrations and ratios to cholesterol) and risk of CVD. Our systematic review and meta-analysis did not reveal any evidence of an association between serum concentrations of plant sterols and risk of CVD.
Url:
DOI: 10.1093/eurheartj/ehr441
PubMed: 22334625
PubMed Central: 3279314
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<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Plant sterols and cardiovascular disease: a systematic review and meta-analysis<sup><xref ref-type="author-notes" rid="AN1">†</xref></sup></title><author><name sortKey="Genser, Bernd" sort="Genser, Bernd" uniqKey="Genser B" first="Bernd" last="Genser">Bernd Genser</name><affiliation><nlm:aff id="af1"><addr-line>Mannheim Institute of Public Health, Social and Preventive Medicine, Medical Faculty Mannheim</addr-line>,<institution>University of Heidelberg</institution>,<addr-line>Heidelberg</addr-line>,<country>Germany</country></nlm:aff></affiliation><affiliation><nlm:aff id="af2"><addr-line>Instituto de Saúde Coletiva, Federal University of Bahia, Salvador, Brazil</addr-line></nlm:aff></affiliation></author><author><name sortKey="Silbernagel, Gunther" sort="Silbernagel, Gunther" uniqKey="Silbernagel G" first="Günther" last="Silbernagel">Günther Silbernagel</name><affiliation><nlm:aff id="af3"><addr-line>Division of Endocrinology, Diabetology, Nephrology, Vascular Disease, and Clinical Chemistry, Department of Internal Medicine</addr-line>,<institution>Eberhard Karls University</institution>,<addr-line>Tübingen</addr-line>,<country>Germany</country></nlm:aff></affiliation></author><author><name sortKey="De Backer, Guy" sort="De Backer, Guy" uniqKey="De Backer G" first="Guy" last="De Backer">Guy De Backer</name><affiliation><nlm:aff id="af4"><addr-line>Department of Public Health</addr-line>,<institution>Ghent University</institution>,<addr-line>Ghent</addr-line>,<country>Belgium</country></nlm:aff></affiliation></author><author><name sortKey="Bruckert, Eric" sort="Bruckert, Eric" uniqKey="Bruckert E" first="Eric" last="Bruckert">Eric Bruckert</name><affiliation><nlm:aff id="af5"><addr-line>Division of Endocrinology and Metabolism</addr-line>,<institution>Hôpital de la Pitié-Salpétrière</institution>,<addr-line>Paris</addr-line>,<country>France</country></nlm:aff></affiliation></author><author><name sortKey="Carmena, Rafael" sort="Carmena, Rafael" uniqKey="Carmena R" first="Rafael" last="Carmena">Rafael Carmena</name><affiliation><nlm:aff id="af6"><addr-line>Division of Endocrinology and Nutrition, Department of Medicine</addr-line>,<institution>University Hospital</institution>,<addr-line>Valencia</addr-line>,<country>Spain</country></nlm:aff></affiliation></author><author><name sortKey="Chapman, M John" sort="Chapman, M John" uniqKey="Chapman M" first="M. John" last="Chapman">M. John Chapman</name><affiliation><nlm:aff id="af7"><addr-line>Dyslipidemia, Inflammation and Atherosclerosis Research Unit</addr-line>,<institution>National Institute for Health and Medical Research (INSERM)</institution>,<addr-line>Paris</addr-line>,<country>France</country></nlm:aff></affiliation><affiliation><nlm:aff id="af8"><institution>Pitié-Salpetriere University Hospital</institution>,<addr-line>Paris</addr-line>,<country>France</country></nlm:aff></affiliation></author><author><name sortKey="Deanfield, John" sort="Deanfield, John" uniqKey="Deanfield J" first="John" last="Deanfield">John Deanfield</name><affiliation><nlm:aff id="af9"><institution>Institute of Cardiovascular Science, University College London</institution>,<addr-line>London</addr-line>,<country>UK</country></nlm:aff></affiliation></author><author><name sortKey="Descamps, Olivier S" sort="Descamps, Olivier S" uniqKey="Descamps O" first="Olivier S." last="Descamps">Olivier S. Descamps</name><affiliation><nlm:aff id="af10"><institution>Center of Medical Research, Haine Saint Paul</institution>,<country>Belgium</country></nlm:aff></affiliation></author><author><name sortKey="Rietzschel, Ernst R" sort="Rietzschel, Ernst R" uniqKey="Rietzschel E" first="Ernst R." last="Rietzschel">Ernst R. Rietzschel</name><affiliation><nlm:aff id="af11"><addr-line>Department of Cardiovascular Diseases</addr-line>,<institution>Ghent University</institution>,<addr-line>Ghent</addr-line>,<country>Belgium</country></nlm:aff></affiliation></author><author><name sortKey="Dias, Karen C" sort="Dias, Karen C" uniqKey="Dias K" first="Karen C." last="Dias">Karen C. Dias</name><affiliation><nlm:aff id="af2"><addr-line>Instituto de Saúde Coletiva, Federal University of Bahia, Salvador, Brazil</addr-line></nlm:aff></affiliation></author><author><name sortKey="M Rz, Winfried" sort="M Rz, Winfried" uniqKey="M Rz W" first="Winfried" last="M Rz">Winfried M Rz</name><affiliation><nlm:aff id="af1"><addr-line>Mannheim Institute of Public Health, Social and Preventive Medicine, Medical Faculty Mannheim</addr-line>,<institution>University of Heidelberg</institution>,<addr-line>Heidelberg</addr-line>,<country>Germany</country></nlm:aff></affiliation><affiliation><nlm:aff id="af12"><institution>Synlab Centers of Leinfelden-Echterdingen and Bad Nauheim, Leinfelden-Echterdingen and Bad Nauheim</institution>,<country>Germany</country></nlm:aff></affiliation><affiliation><nlm:aff id="af13"><addr-line>Clinical Institute of Medical and Chemical Laboratory Diagnostics</addr-line>,<institution>Medical University of Graz</institution>,<country>Austria</country></nlm:aff></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PMC</idno><idno type="pmid">22334625</idno><idno type="pmc">3279314</idno><idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3279314</idno><idno type="RBID">PMC:3279314</idno><idno type="doi">10.1093/eurheartj/ehr441</idno><date when="2012">2012</date><idno type="wicri:Area/Pmc/Corpus">000462</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main">Plant sterols and cardiovascular disease: a systematic review and meta-analysis<sup><xref ref-type="author-notes" rid="AN1">†</xref></sup></title><author><name sortKey="Genser, Bernd" sort="Genser, Bernd" uniqKey="Genser B" first="Bernd" last="Genser">Bernd Genser</name><affiliation><nlm:aff id="af1"><addr-line>Mannheim Institute of Public Health, Social and Preventive Medicine, Medical Faculty Mannheim</addr-line>,<institution>University of Heidelberg</institution>,<addr-line>Heidelberg</addr-line>,<country>Germany</country></nlm:aff></affiliation><affiliation><nlm:aff id="af2"><addr-line>Instituto de Saúde Coletiva, Federal University of Bahia, Salvador, Brazil</addr-line></nlm:aff></affiliation></author><author><name sortKey="Silbernagel, Gunther" sort="Silbernagel, Gunther" uniqKey="Silbernagel G" first="Günther" last="Silbernagel">Günther Silbernagel</name><affiliation><nlm:aff id="af3"><addr-line>Division of Endocrinology, Diabetology, Nephrology, Vascular Disease, and Clinical Chemistry, Department of Internal Medicine</addr-line>,<institution>Eberhard Karls University</institution>,<addr-line>Tübingen</addr-line>,<country>Germany</country></nlm:aff></affiliation></author><author><name sortKey="De Backer, Guy" sort="De Backer, Guy" uniqKey="De Backer G" first="Guy" last="De Backer">Guy De Backer</name><affiliation><nlm:aff id="af4"><addr-line>Department of Public Health</addr-line>,<institution>Ghent University</institution>,<addr-line>Ghent</addr-line>,<country>Belgium</country></nlm:aff></affiliation></author><author><name sortKey="Bruckert, Eric" sort="Bruckert, Eric" uniqKey="Bruckert E" first="Eric" last="Bruckert">Eric Bruckert</name><affiliation><nlm:aff id="af5"><addr-line>Division of Endocrinology and Metabolism</addr-line>,<institution>Hôpital de la Pitié-Salpétrière</institution>,<addr-line>Paris</addr-line>,<country>France</country></nlm:aff></affiliation></author><author><name sortKey="Carmena, Rafael" sort="Carmena, Rafael" uniqKey="Carmena R" first="Rafael" last="Carmena">Rafael Carmena</name><affiliation><nlm:aff id="af6"><addr-line>Division of Endocrinology and Nutrition, Department of Medicine</addr-line>,<institution>University Hospital</institution>,<addr-line>Valencia</addr-line>,<country>Spain</country></nlm:aff></affiliation></author><author><name sortKey="Chapman, M John" sort="Chapman, M John" uniqKey="Chapman M" first="M. John" last="Chapman">M. John Chapman</name><affiliation><nlm:aff id="af7"><addr-line>Dyslipidemia, Inflammation and Atherosclerosis Research Unit</addr-line>,<institution>National Institute for Health and Medical Research (INSERM)</institution>,<addr-line>Paris</addr-line>,<country>France</country></nlm:aff></affiliation><affiliation><nlm:aff id="af8"><institution>Pitié-Salpetriere University Hospital</institution>,<addr-line>Paris</addr-line>,<country>France</country></nlm:aff></affiliation></author><author><name sortKey="Deanfield, John" sort="Deanfield, John" uniqKey="Deanfield J" first="John" last="Deanfield">John Deanfield</name><affiliation><nlm:aff id="af9"><institution>Institute of Cardiovascular Science, University College London</institution>,<addr-line>London</addr-line>,<country>UK</country></nlm:aff></affiliation></author><author><name sortKey="Descamps, Olivier S" sort="Descamps, Olivier S" uniqKey="Descamps O" first="Olivier S." last="Descamps">Olivier S. Descamps</name><affiliation><nlm:aff id="af10"><institution>Center of Medical Research, Haine Saint Paul</institution>,<country>Belgium</country></nlm:aff></affiliation></author><author><name sortKey="Rietzschel, Ernst R" sort="Rietzschel, Ernst R" uniqKey="Rietzschel E" first="Ernst R." last="Rietzschel">Ernst R. Rietzschel</name><affiliation><nlm:aff id="af11"><addr-line>Department of Cardiovascular Diseases</addr-line>,<institution>Ghent University</institution>,<addr-line>Ghent</addr-line>,<country>Belgium</country></nlm:aff></affiliation></author><author><name sortKey="Dias, Karen C" sort="Dias, Karen C" uniqKey="Dias K" first="Karen C." last="Dias">Karen C. Dias</name><affiliation><nlm:aff id="af2"><addr-line>Instituto de Saúde Coletiva, Federal University of Bahia, Salvador, Brazil</addr-line></nlm:aff></affiliation></author><author><name sortKey="M Rz, Winfried" sort="M Rz, Winfried" uniqKey="M Rz W" first="Winfried" last="M Rz">Winfried M Rz</name><affiliation><nlm:aff id="af1"><addr-line>Mannheim Institute of Public Health, Social and Preventive Medicine, Medical Faculty Mannheim</addr-line>,<institution>University of Heidelberg</institution>,<addr-line>Heidelberg</addr-line>,<country>Germany</country></nlm:aff></affiliation><affiliation><nlm:aff id="af12"><institution>Synlab Centers of Leinfelden-Echterdingen and Bad Nauheim, Leinfelden-Echterdingen and Bad Nauheim</institution>,<country>Germany</country></nlm:aff></affiliation><affiliation><nlm:aff id="af13"><addr-line>Clinical Institute of Medical and Chemical Laboratory Diagnostics</addr-line>,<institution>Medical University of Graz</institution>,<country>Austria</country></nlm:aff></affiliation></author></analytic><series><title level="j">European Heart Journal</title><idno type="ISSN">0195-668X</idno><idno type="eISSN">1522-9645</idno><imprint><date when="2012">2012</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"><p>The impact of increased serum concentrations of plant sterols on cardiovascular risk is unclear. We conducted a systematic review and meta-analysis aimed to investigate whether there is an association between serum concentrations of two common plant sterols (sitosterol, campesterol) and cardiovascular disease (CVD). We systematically searched the databases MEDLINE, EMBASE, and COCHRANE for studies published between January 1950 and April 2010 that reported either risk ratios (RR) of CVD in relation to serum sterol concentrations (either absolute or expressed as ratios relative to total cholesterol) or serum sterol concentrations in CVD cases and controls separately. We conducted two meta-analyses, one based on RR of CVD contrasting the upper vs. the lower third of the sterol distribution, and another based on standardized mean differences between CVD cases and controls. Summary estimates were derived by fixed and random effects meta-analysis techniques. We identified 17 studies using different designs (four case–control, five nested case–control, three cohort, five cross-sectional) involving 11 182 participants. Eight studies reported RR of CVD and 15 studies reported serum concentrations in CVD cases and controls. Funnel plots showed evidence for publication bias indicating small unpublished studies with non-significant findings. Neither of our meta-analyses suggested any relationship between serum concentrations of sitosterol and campesterol (both absolute concentrations and ratios to cholesterol) and risk of CVD. Our systematic review and meta-analysis did not reveal any evidence of an association between serum concentrations of plant sterols and risk of CVD.</p></div></front><back><div1 type="bibliography"><listBibl><biblStruct></biblStruct><biblStruct><analytic><author><name sortKey="Wilson, Pw" uniqKey="Wilson P">PW Wilson</name></author><author><name sortKey="D Agostino, Rb" uniqKey="D Agostino R">RB D'Agostino</name></author><author><name sortKey="Levy, D" uniqKey="Levy D">D Levy</name></author><author><name sortKey="Belanger, Am" uniqKey="Belanger A">AM Belanger</name></author><author><name sortKey="Silbershatz, H" uniqKey="Silbershatz H">H Silbershatz</name></author><author><name sortKey="Kannel, Wb" uniqKey="Kannel W">WB Kannel</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Sacks, Fm" uniqKey="Sacks F">FM Sacks</name></author><author><name sortKey="Pasternak, Rc" uniqKey="Pasternak R">RC Pasternak</name></author><author><name sortKey="Gibson, Cm" 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<front><journal-meta><journal-id journal-id-type="nlm-ta">Eur Heart J</journal-id><journal-id journal-id-type="publisher-id">eurheartj</journal-id><journal-id journal-id-type="hwp">ehj</journal-id><journal-title-group><journal-title>European Heart Journal</journal-title></journal-title-group><issn pub-type="ppub">0195-668X</issn><issn pub-type="epub">1522-9645</issn><publisher><publisher-name>Oxford University Press</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="pmid">22334625</article-id><article-id pub-id-type="pmc">3279314</article-id><article-id pub-id-type="doi">10.1093/eurheartj/ehr441</article-id><article-id pub-id-type="publisher-id">ehr441</article-id><article-categories><subj-group subj-group-type="heading"><subject>Review</subject><subj-group subj-group-type="heading"><subject>Nutrition in Cardiovascular Disease</subject></subj-group></subj-group></article-categories><title-group><article-title>Plant sterols and cardiovascular disease: a systematic review and meta-analysis<sup><xref ref-type="author-notes" rid="AN1">†</xref></sup></article-title></title-group><contrib-group><contrib contrib-type="author"><name><surname>Genser</surname><given-names>Bernd</given-names></name><xref ref-type="aff" rid="af1">1</xref><xref ref-type="aff" rid="af2">2</xref><xref ref-type="corresp" rid="cor1">*</xref><xref ref-type="author-notes" rid="AN2">‡</xref></contrib><contrib contrib-type="author"><name><surname>Silbernagel</surname><given-names>Günther</given-names></name><xref ref-type="aff" rid="af3">3</xref><xref ref-type="author-notes" rid="AN2">‡</xref></contrib><contrib contrib-type="author"><name><surname>De Backer</surname><given-names>Guy</given-names></name><xref ref-type="aff" rid="af4">4</xref></contrib><contrib contrib-type="author"><name><surname>Bruckert</surname><given-names>Eric</given-names></name><xref ref-type="aff" rid="af5">5</xref></contrib><contrib contrib-type="author"><name><surname>Carmena</surname><given-names>Rafael</given-names></name><xref ref-type="aff" rid="af6">6</xref></contrib><contrib contrib-type="author"><name><surname>Chapman</surname><given-names>M. John</given-names></name><xref ref-type="aff" rid="af7">7</xref><xref ref-type="aff" rid="af8">8</xref></contrib><contrib contrib-type="author"><name><surname>Deanfield</surname><given-names>John</given-names></name><xref ref-type="aff" rid="af9">9</xref></contrib><contrib contrib-type="author"><name><surname>Descamps</surname><given-names>Olivier S.</given-names></name><xref ref-type="aff" rid="af10">10</xref></contrib><contrib contrib-type="author"><name><surname>Rietzschel</surname><given-names>Ernst R.</given-names></name><xref ref-type="aff" rid="af11">11</xref></contrib><contrib contrib-type="author"><name><surname>Dias</surname><given-names>Karen C.</given-names></name><xref ref-type="aff" rid="af2">2</xref></contrib><contrib contrib-type="author"><name><surname>März</surname><given-names>Winfried</given-names></name><xref ref-type="aff" rid="af1">1</xref><xref ref-type="aff" rid="af12">12</xref><xref ref-type="aff" rid="af13">13</xref></contrib></contrib-group><aff id="af1"><label>1</label><addr-line>Mannheim Institute of Public Health, Social and Preventive Medicine, Medical Faculty Mannheim</addr-line>,<institution>University of Heidelberg</institution>,<addr-line>Heidelberg</addr-line>,<country>Germany</country></aff><aff id="af2"><label>2</label><addr-line>Instituto de Saúde Coletiva, Federal University of Bahia, Salvador, Brazil</addr-line></aff><aff id="af3"><label>3</label><addr-line>Division of Endocrinology, Diabetology, Nephrology, Vascular Disease, and Clinical Chemistry, Department of Internal Medicine</addr-line>,<institution>Eberhard Karls University</institution>,<addr-line>Tübingen</addr-line>,<country>Germany</country></aff><aff id="af4"><label>4</label><addr-line>Department of Public Health</addr-line>,<institution>Ghent University</institution>,<addr-line>Ghent</addr-line>,<country>Belgium</country></aff><aff id="af5"><label>5</label><addr-line>Division of Endocrinology and Metabolism</addr-line>,<institution>Hôpital de la Pitié-Salpétrière</institution>,<addr-line>Paris</addr-line>,<country>France</country></aff><aff id="af6"><label>6</label><addr-line>Division of Endocrinology and Nutrition, Department of Medicine</addr-line>,<institution>University Hospital</institution>,<addr-line>Valencia</addr-line>,<country>Spain</country></aff><aff id="af7"><label>7</label><addr-line>Dyslipidemia, Inflammation and Atherosclerosis Research Unit</addr-line>,<institution>National Institute for Health and Medical Research (INSERM)</institution>,<addr-line>Paris</addr-line>,<country>France</country></aff><aff id="af8"><label>8</label><institution>Pitié-Salpetriere University Hospital</institution>,<addr-line>Paris</addr-line>,<country>France</country></aff><aff id="af9"><label>9</label><institution>Institute of Cardiovascular Science, University College London</institution>,<addr-line>London</addr-line>,<country>UK</country></aff><aff id="af10"><label>10</label><institution>Center of Medical Research, Haine Saint Paul</institution>,<country>Belgium</country></aff><aff id="af11"><label>11</label><addr-line>Department of Cardiovascular Diseases</addr-line>,<institution>Ghent University</institution>,<addr-line>Ghent</addr-line>,<country>Belgium</country></aff><aff id="af12"><label>12</label><institution>Synlab Centers of Leinfelden-Echterdingen and Bad Nauheim, Leinfelden-Echterdingen and Bad Nauheim</institution>,<country>Germany</country></aff><aff id="af13"><label>13</label><addr-line>Clinical Institute of Medical and Chemical Laboratory Diagnostics</addr-line>,<institution>Medical University of Graz</institution>,<country>Austria</country></aff><author-notes><corresp id="cor1"><label>*</label>Corresponding author. Tel: +43 664 516 4918, Fax: +49 621 383 9920, Email: <email>bernd.genser@bgstats.com</email></corresp><fn fn-type="con" id="AN1"><label>†</label><p>This work was performed at the Mannheim Institute of Public Health, Social and Preventive Medicine, Medical Faculty Mannheim, University of Heidelberg, Germany.</p></fn><fn fn-type="con" id="AN2"><label>‡</label><p>These authors contributed equally to the work.</p></fn></author-notes><pub-date pub-type="ppub"><month>2</month><year>2012</year></pub-date><pub-date pub-type="pmc-release"><month>2</month><year>2012</year></pub-date><pmc-comment> PMC Release delay is 0 months and 0 days and was based on the
<volume>33</volume><issue>4</issue><fpage>444</fpage><lpage>451</lpage><history><date date-type="received"><day>23</day><month>10</month><year>2010</year></date><date date-type="rev-recd"><day>9</day><month>9</month><year>2011</year></date><date date-type="accepted"><day>9</day><month>11</month><year>2011</year></date></history><permissions><copyright-statement>Published on behalf of the European Society of Cardiology. All rights reserved. © The Author [2012]</copyright-statement><copyright-year>2011</copyright-year><license license-type="creative-commons" xlink:href="http://creativecommons.org/licenses/by-nc/3.0/"><license-p><pmc-comment>CREATIVE COMMONS</pmc-comment>This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (<ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by-nc/3.0/">http://creativecommons.org/licenses/by-nc/3.0/</ext-link>), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p></license></permissions><self-uri content-type="pdf" xlink:type="simple" xlink:href="ehr441.pdf"></self-uri><abstract><p>The impact of increased serum concentrations of plant sterols on cardiovascular risk is unclear. We conducted a systematic review and meta-analysis aimed to investigate whether there is an association between serum concentrations of two common plant sterols (sitosterol, campesterol) and cardiovascular disease (CVD). We systematically searched the databases MEDLINE, EMBASE, and COCHRANE for studies published between January 1950 and April 2010 that reported either risk ratios (RR) of CVD in relation to serum sterol concentrations (either absolute or expressed as ratios relative to total cholesterol) or serum sterol concentrations in CVD cases and controls separately. We conducted two meta-analyses, one based on RR of CVD contrasting the upper vs. the lower third of the sterol distribution, and another based on standardized mean differences between CVD cases and controls. Summary estimates were derived by fixed and random effects meta-analysis techniques. We identified 17 studies using different designs (four case–control, five nested case–control, three cohort, five cross-sectional) involving 11 182 participants. Eight studies reported RR of CVD and 15 studies reported serum concentrations in CVD cases and controls. Funnel plots showed evidence for publication bias indicating small unpublished studies with non-significant findings. Neither of our meta-analyses suggested any relationship between serum concentrations of sitosterol and campesterol (both absolute concentrations and ratios to cholesterol) and risk of CVD. Our systematic review and meta-analysis did not reveal any evidence of an association between serum concentrations of plant sterols and risk of CVD.</p></abstract><kwd-group><kwd>Plant sterols</kwd><kwd>Phytosterols</kwd><kwd>LDL-C</kwd><kwd>Cardiovascular disease</kwd><kwd>Coronary heart disease</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>Introduction</title><p>Cardiovascular disease (CVD) is the leading cause of death worldwide.<sup><xref ref-type="bibr" rid="EHR441C1">1</xref></sup> Elevated LDL-cholesterol (LDL-C) concentrations constitute a major cardiovascular risk factor.<sup><xref ref-type="bibr" rid="EHR441C2">2</xref></sup> There is substantial evidence that the incidence of CVD can be reduced by lowering LDL-C, either through diet or through the use of lipid-lowering agents, primarily statins.<sup><xref ref-type="bibr" rid="EHR441C3">3</xref>–<xref ref-type="bibr" rid="EHR441C6">6</xref></sup> In this regard, it is relevant that ingestion of supplements of plant sterols (also called phytosterols) has been known to effectively lower serum concentrations of cholesterol and LDL-C since the early 1950's.<sup><xref ref-type="bibr" rid="EHR441C7">7</xref>–<xref ref-type="bibr" rid="EHR441C9">9</xref></sup> Phytosterols are cholesterol homologues principally found in nuts, fruits, and seeds, and are present in the diet in quantities similar to cholesterol (200–400 mg per day).<sup><xref ref-type="bibr" rid="EHR441C10">10</xref>,<xref ref-type="bibr" rid="EHR441C11">11</xref></sup> In contrast to cholesterol, phytosterols are poorly absorbed, resulting in circulating concentrations of <1 mg/dL.<sup><xref ref-type="bibr" rid="EHR441C12">12</xref></sup> Their lipid-lowering effect is mediated by competitive inhibition of cholesterol absorption and by transcriptional induction of genes implicated in cholesterol metabolism in both enterocytes and hepatocytes.<sup><xref ref-type="bibr" rid="EHR441C13">13</xref></sup></p><p>The cholesterol-lowering properties of phytosterols have therefore also been exploited in the preparation of functional foods.<sup><xref ref-type="bibr" rid="EHR441C14">14</xref></sup> However, despite the potential positive impact on cardiovascular risk due to cholesterol lowering, concerns have been raised that plant sterols may also exert adverse cardiovascular effects, for two major reasons<sup><xref ref-type="bibr" rid="EHR441C15">15</xref>,<xref ref-type="bibr" rid="EHR441C16">16</xref></sup> First, individuals with sitosterolaemia, a rare autosomal recessive inherited disorder, in which serum phytosterol concentrations are elevated 50–100-fold, may display premature and severe CVD.<sup><xref ref-type="bibr" rid="EHR441C17">17</xref>,<xref ref-type="bibr" rid="EHR441C18">18</xref></sup> This disease was first described by Bhattacharyya and Connor<sup><xref ref-type="bibr" rid="EHR441C19">19</xref></sup> and is caused by mutations in the intestinal and hepatic ATP-binding cassette transporters G5 and G8 (ABCG5/ABCG8).<sup><xref ref-type="bibr" rid="EHR441C20">20</xref>,<xref ref-type="bibr" rid="EHR441C21">21</xref></sup> In subjects with sitosterolaemia, cholesterol and LDL-C concentrations may be normal, but also moderately increased.<sup><xref ref-type="bibr" rid="EHR441C17">17</xref>,<xref ref-type="bibr" rid="EHR441C18">18</xref></sup> Secondly, some but not all population-based studies have reported associations between elevated serum concentrations of plant sterols and CVD.<sup><xref ref-type="bibr" rid="EHR441C22">22</xref>–<xref ref-type="bibr" rid="EHR441C24">24</xref></sup></p><p>We conducted a systematic review and meta-analysis of epidemiological studies to investigate whether there is an association between serum concentrations of plant sterols and CVD. We focused on two common plant sterols, sitosterol and campesterol, which together constitute >90% of the sterols occurring in diet and circulating blood.<sup><xref ref-type="bibr" rid="EHR441C11">11</xref></sup></p></sec><sec sec-type="methods" id="s2"><title>Methods</title><sec id="s2a"><title>Data sources, search strategy, and selection criteria</title><p>We conducted a systematic review of the published literature according to the PRISMA statement for the conduct of meta-analyses of epidemiological studies.<sup><xref ref-type="bibr" rid="EHR441C25">25</xref></sup> Relevant studies were identified by searching in the following data sources: MEDLINE via PUBMED (from 1950 to April 2010), EMBASE (from 1996 to April 2010), and the COCHRANE library (from 1988 to April 2010). Search terms including key words and headings were related to plant sterol exposure (‘phytosterol’, ‘plant sterol’, ‘sitosterol’, or ‘campesterol’) and to CVD (‘atherosclerosis’, ‘coronary heart disease’, ‘coronary artery disease’, ‘angiography’, ‘cardiovascular disease’, ‘cardiovascular mortality’, ‘cardiovascular risk’, ‘cardiovascular event’, ‘stenosis’, ‘atherosclerotic plaque’, ‘coronary calcium’, ‘vascular’, ‘stroke’, ‘myocardial infarction’, ‘peripheral arterial disease’, or ‘cerebrovascular disease’). Two authors (B.G. and K.C.D.) conducted independently the literature search, data extraction, and quality assessment by using a standardized approach. We included studies with different research designs that reported data on the association between serum concentrations of campesterol/ sitosterol and CVD. Details of eligibility criteria are shown in <italic>Table <xref ref-type="table" rid="EHR441TB1">1</xref></italic>. As few studies were eligible and as authors employed heterogeneous endpoints related to CVD, we defined a composite of major clinical cardiovascular events as the primary endpoint for our meta-analysis. The endpoint includes different definitions of CVD (shown in <italic>Table <xref ref-type="table" rid="EHR441TB1">1</xref></italic>).
<table-wrap id="EHR441TB1" position="float"><label>Table 1</label><caption><p>Eligibility criteria</p></caption><table frame="hsides" rules="groups"><colgroup span="1"><col align="left" span="1"></col></colgroup><tbody><tr><td rowspan="1" colspan="1"><bold>Inclusion criteria</bold></td></tr><tr><td rowspan="1" colspan="1">Study design: cohort study, parallel- or cross-over trial, cross-sectional study, case–control study, nested case–control study</td></tr><tr><td rowspan="1" colspan="1">Provided data on one of the following definitions of CVD:</td></tr><tr><td rowspan="1" colspan="1"> <italic>Non-fatal coronary heart disease</italic>: non-fatal myocardial infarction, coronary artery calcium determined by electron beam computer tomography, and carotid stenosis ≥50% verified by Doppler ultrasound</td></tr><tr><td rowspan="1" colspan="1"> <italic>Non-fatal cerebrovascular events</italic>: non-fatal stroke, transient ischaemic attack, prolonged reversible ischaemic neurological deficit</td></tr><tr><td rowspan="1" colspan="1"> <italic>Death due to CVD</italic>: death due to coronary heart disease, cerebrovascular disease, or peripheral vascular disease</td></tr><tr><td rowspan="1" colspan="1">Reported on exposure: serum concentrations of sitosterol/campesterol (absolute values or ratios to total cholesterol)</td></tr><tr><td rowspan="1" colspan="1">Reported association measures (hazard ratio, odds ratios, or incidence rate ratios) between exposure and CVD or descriptive statistics of exposure serum concentrations in CVD cases and controls separately</td></tr><tr><td rowspan="1" colspan="1">Publication in English, French, German, Spanish, Portuguese</td></tr><tr><td rowspan="1" colspan="1"><bold>Exclusion criteria</bold></td></tr><tr><td rowspan="1" colspan="1">No original paper published in any periodical indexed in one of our search databases</td></tr><tr><td rowspan="1" colspan="1">Used a history based definition of CVD such as personal and/or family history of CVD</td></tr><tr><td rowspan="1" colspan="1">Used endpoints which were not unequivocally related to CVD such as aortic valve stenosis, composition of the atheromatous plaque, or carotid artery compliance</td></tr></tbody></table></table-wrap></p></sec><sec id="s2b"><title>Data extraction</title><p>For each study identified, we obtained the original publications and extracted the following data into a spreadsheet: author, year of publication, country of origin, research design, major characteristics of the study population, descriptive statistics of the sterol serum concentrations (if provided for CVD cases and controls separately), or risk ratios (RR) with respect to CVD according to serum plant sterol concentrations (i.e. odds ratios, incidence rate ratios, or hazard ratios), the statistical method used for analysis, and the covariates adjusted in multivariate modelling. We applied standardization procedures to synthesize data from studies that used different units of measurements for sterol concentrations or used different cut-off concentrations for the calculation of RR (including comparisons of thirds, quarters, fifths, etc., or continuous increases in risk for a given absolute increase in exposure level). We transformed absolute sterol concentrations into mg/dl and ratios to total cholesterol into µg/mg. For studies that reported RR, we transformed the RR to compare individuals in the top third vs. those in the bottom third of the sterol distribution. Statistical details of the standardization approach for RR have been published elsewhere.<sup><xref ref-type="bibr" rid="EHR441C26">26</xref></sup> If authors reported several estimates of RR derived from multiple models using different sets of adjusting variables, we considered the estimate adjusted for all potential confounding variables (that have been collected in the particular study) as the gold standard estimate. We assessed the set of potential confounding variables by a pre-defined conceptual model (<italic>Figure <xref ref-type="fig" rid="EHR441F1">1</xref></italic>). The model presumes that phytosterol serum concentrations act at the same causal level as cholesterol concentrations, both being strongly affected by individual intake and absorption capacity. Thus, consistent risk estimates for sterols should be adjusted for cholesterol concentrations (especially LDL-C) to avoid any bias due to a common mechanism that might affect intestinal absorption of both cholesterol and non-cholesterol sterols, such as genetic factors.<sup><xref ref-type="bibr" rid="EHR441C27">27</xref></sup><fig id="EHR441F1" position="float"><label>Figure 1</label><caption><p>Conceptual model: plant sterols and cardiovascular disease.</p></caption><graphic xlink:href="ehr44101"></graphic></fig></p><p>For studies that reported phytosterols in CVD cases and controls separately, we calculated standardized mean differences (SMD) and standard errors. Equally, we conducted separate analyses to explore the relationships of absolute phytosterol concentrations and their ratios to cholesterol with the incidence of CVD.</p></sec><sec id="s2c"><title>Statistical analysis</title><p>We examined potential publication bias using Begg's Funnel plots and Egger's test. We conducted two different meta-analyses, one based on the RR (MA 1) and another based on the SMD between CVD cases and controls (MA 2). For both analyses, we calculated pooled summary estimates by using fixed effects (the Mantel–Haenszel method)<sup><xref ref-type="bibr" rid="EHR441C28">28</xref></sup> and random effects (the DerSimonian and Laird model)<sup><xref ref-type="bibr" rid="EHR441C29">29</xref></sup> meta-analysis techniques. As we assumed unexplained heterogeneity among studies due to heterogeneous study designs and to different strategies for adjustment of confounding variables, we considered the random effects estimate as the preferable approach. To further explore heterogeneity among studies, we calculated <italic>I²</italic> statistics and used Forest plots visualizing study-specific estimates and the pooled fixed and random effects estimators. In addition to the core analysis using the ‘best adjusted estimate’ (i.e. the estimate adjusted for all available potential confounding variables), we conducted sensitivity analyses by including and excluding studies and/or estimates with non-appropriate adjustment. Further, if sufficient studies were available, as it was the case for MA 2, we additionally conducted subgroup analyses by study design (results are shown in the Forest plots). Statistical hypothesis testing was conducted two sided with a <italic>P</italic>-value of 0.05 to be considered significant. All statistical analyses were conducted using the statistical software package STATA (STATA Corporation, College Station, TX, USA).</p></sec><sec id="s2d"><title>Role of the funding source</title><p>The funding source had no role in data analysis, data interpretation, or in the writing of the manuscript. The first author (B.G.) had full access to all data used in the study. All authors had responsibility for the decision to submit the article for publication.</p></sec></sec><sec id="s3"><title>Results</title><sec id="s3a"><title>Literature search and selected studies</title><p>The literature search yielded 954 abstracts from three different databases, of which 59 publications were selected to be reviewed in full text (<italic>Figure <xref ref-type="fig" rid="EHR441F2">2</xref></italic>). Of these, we excluded 33 studies as phytosterol concentrations were not explicitly reported; a further nine studies were equally excluded as study endpoints or definitions of CVD did not meet our inclusion criteria. We excluded studies that used ‘family history of CVD (or CHD)’ as the study endpoint,<sup><xref ref-type="bibr" rid="EHR441C30">30</xref>–<xref ref-type="bibr" rid="EHR441C32">32</xref></sup> together with studies that employed endpoints which were not unequivocally related to CVD such as aortic valve stenosis,<sup><xref ref-type="bibr" rid="EHR441C33">33</xref></sup> composition of the atheromatous plaque,<sup><xref ref-type="bibr" rid="EHR441C34">34</xref>,<xref ref-type="bibr" rid="EHR441C35">35</xref></sup> and carotid artery compliance.<sup><xref ref-type="bibr" rid="EHR441C36">36</xref></sup> Furthermore, we excluded a study that did not report any association measures that we could extract for the proposed data synthesis (i.e. RR or SMD), such as correlation coefficients between PS concentrations with a severity score of coronary artery disease,<sup><xref ref-type="bibr" rid="EHR441C37">37</xref></sup> and a study that was published in abstract form only.<sup><xref ref-type="bibr" rid="EHR441C38">38</xref></sup><fig id="EHR441F2" position="float"><label>Figure 2</label><caption><p>Identification process for eligible studies.</p></caption><graphic xlink:href="ehr44102"></graphic></fig></p><p>Finally, we selected 17 studies (4 case–control, 3 cohort, 5 cross-sectional and 5 nested case–control studies) for the present meta-analysis, including a total of 11 182 participants<sup><xref ref-type="bibr" rid="EHR441C22">22</xref>–<xref ref-type="bibr" rid="EHR441C24">24</xref>,<xref ref-type="bibr" rid="EHR441C39">39</xref>–<xref ref-type="bibr" rid="EHR441C52">52</xref></sup> (<ext-link ext-link-type="uri" xlink:href="http://eurheartj.oxfordjournals.org/lookup/suppl/doi:10.1093/eurheartj/ehr441/-/DC1">Supplementary material online, <italic>Table A1</italic></ext-link>). Eight studies reported relative risks based on phytosterol exposure in relation to CVD endpoints; 15 studies reported summary statistics of phytosterol concentrations in CVD cases and controls separately. Published studies involved sample sizes that ranged from 40 to 2440 participants with the mean age ranging from 48 to 78 years. Funnel plots (data not shown) indicated the presence of publication bias with a lack of publication of small studies with non-significant findings. Moreover, we found that publication bias was higher in studies which provided mean differences in phytosterol concentrations between CVD cases and controls (MA 2), when compared with those which analysed RR for CVD outcomes (MA 1).</p></sec><sec id="s3b"><title>Meta-analysis</title><p><italic>Table <xref ref-type="table" rid="EHR441TB2">2</xref></italic> shows a summary of the two meta-analyses (MA 1: based on RR, and MA 2: based on SMD) conducted for the two phytosterols for both absolute values and ratios to cholesterol. <italic>Figures <xref ref-type="fig" rid="EHR441F3">3</xref>–<xref ref-type="fig" rid="EHR441F6">6</xref></italic> show Forest plots visualizing the study-specific estimates and the pooled summary estimates (both fixed and random effects).
<table-wrap id="EHR441TB2" position="float"><label>Table 2</label><caption><p>Summary of the random effects meta-analysis</p></caption><table frame="hsides" rules="groups"><colgroup span="1"><col align="left" span="1"></col><col align="left" span="1"></col><col align="left" span="1"></col><col align="left" span="1"></col><col align="left" span="1"></col><col align="left" span="1"></col><col align="left" span="1"></col><col align="left" span="1"></col><col align="left" span="1"></col></colgroup><thead><tr><th align="left" rowspan="1" colspan="1">Exposure</th><th align="left" rowspan="1" colspan="1"><italic>n</italic></th><th align="left" rowspan="1" colspan="1">RR<sup>a</sup></th><th align="left" rowspan="1" colspan="1">95% CI</th><th align="left" rowspan="1" colspan="1"><italic>P</italic>-value<sup>b</sup></th><th align="left" rowspan="1" colspan="1"><italic>n</italic></th><th align="left" rowspan="1" colspan="1">SMD<sup>c</sup></th><th align="left" rowspan="1" colspan="1">95% CI</th><th align="left" rowspan="1" colspan="1"><italic>P</italic>-value<sup>b</sup></th></tr></thead><tbody><tr><td colspan="9" rowspan="1">Campesterol</td></tr><tr><td rowspan="1" colspan="1"> Absolute</td><td rowspan="1" colspan="1">2</td><td rowspan="1" colspan="1">1.02</td><td rowspan="1" colspan="1">0.94–1.09</td><td rowspan="1" colspan="1">0.675</td><td rowspan="1" colspan="1">7</td><td rowspan="1" colspan="1">0.09</td><td rowspan="1" colspan="1">−0.10–0.28</td><td rowspan="1" colspan="1">0.368</td></tr><tr><td rowspan="1" colspan="1"> Ratio to Chol</td><td rowspan="1" colspan="1">6</td><td rowspan="1" colspan="1">1.19</td><td rowspan="1" colspan="1">0.94–1.50</td><td rowspan="1" colspan="1">0.150</td><td rowspan="1" colspan="1">15</td><td rowspan="1" colspan="1">0.02</td><td rowspan="1" colspan="1">−0.10–0.14</td><td rowspan="1" colspan="1">0.770</td></tr><tr><td colspan="9" rowspan="1">Sitosterol</td></tr><tr><td rowspan="1" colspan="1"> Absolute</td><td rowspan="1" colspan="1">3</td><td rowspan="1" colspan="1">1.06</td><td rowspan="1" colspan="1">0.84–1.34</td><td rowspan="1" colspan="1">0.644</td><td rowspan="1" colspan="1">6</td><td rowspan="1" colspan="1">0.09</td><td rowspan="1" colspan="1">−0.12–0.29</td><td rowspan="1" colspan="1">0.400</td></tr><tr><td rowspan="1" colspan="1"> Ratio to Chol</td><td rowspan="1" colspan="1">8</td><td rowspan="1" colspan="1">0.94</td><td rowspan="1" colspan="1">0.68–1.31</td><td rowspan="1" colspan="1">0.730</td><td rowspan="1" colspan="1">14</td><td rowspan="1" colspan="1">0.01</td><td rowspan="1" colspan="1">−0.09–0.12</td><td rowspan="1" colspan="1">0.837</td></tr></tbody></table><table-wrap-foot><fn><p><sup>a</sup>Random effects estimates of the risk ratio comparing the upper vs. the lower third of the distribution with the endpoint ‘all CVD events pooled’ (MA 1).</p></fn><fn><p><sup>b</sup>Significance level of testing the hypothesis of absence of effect (i.e. RR = 1 and SMD = 0, respectively).</p></fn><fn><p><sup>c</sup>Standardized mean difference between CVD cases and controls (MA 2).</p></fn></table-wrap-foot></table-wrap><fig id="EHR441F3" position="float"><label>Figure 3</label><caption><p>Serum levels of campesterol and risk of cardiovascular disease (<italic>A</italic>: absolute concentrations, <italic>B</italic>: ratios to total cholesterol). D + L: DerSimonian & Laird random effects estimate; I-V: inverse variance fixed effects estimate; diamonds: point estimate and 95% confidence interval; boxes: size proportional to study weight for random effects approach; black line: reference line indicating the absence of effect; blue line: point estimate of random effects approach.</p></caption><graphic xlink:href="ehr44103"></graphic></fig></p><p>For campesterol<italic>,</italic> the meta-analysis based on RR (<italic>Figure <xref ref-type="fig" rid="EHR441F3">3</xref></italic>) showed homogenous estimates among studies and a non-significant pooled summary estimate for both absolute concentrations (<italic>Figure <xref ref-type="fig" rid="EHR441F3">3</xref>A</italic>: RR = 1.02, <italic>P</italic> = 0.675) and ratios to total cholesterol (<italic>Figure <xref ref-type="fig" rid="EHR441F3">3</xref>B</italic>: RR = 1.19, <italic>P</italic> = 0.150). The meta-analysis using SMDs between CVD cases and controls (<italic>Figure <xref ref-type="fig" rid="EHR441F4">4</xref>A</italic>) revealed heterogeneous estimates among studies (<italic>I</italic>² = 79%, <italic>P</italic> < 0.001), including three studies<sup><xref ref-type="bibr" rid="EHR441C22">22</xref>,<xref ref-type="bibr" rid="EHR441C23">23</xref>,<xref ref-type="bibr" rid="EHR441C41">41</xref></sup> with positive associations. Subgroup analysis by study design partly explained these inconsistent results. Case–control studies and nested case–control studies appeared to show a tendency towards increased campesterol concentrations in CVD cases compared with controls. However, the pooled meta-analysis estimate was non-significant (SMD = 0.09, <italic>P</italic> = 0.400). The plot for campesterol to cholesterol ratios (<italic>Figure <xref ref-type="fig" rid="EHR441F4">4</xref>B</italic>) also revealed a heterogeneous pattern of estimates (<italic>I</italic>² = 83%, <italic>P</italic> < 0.001). We observed studies with either positive or negative associations that scattered around the pooled summary estimate, which itself was close to zero and non-significant (SMD = 0.02, <italic>P</italic> = 0.770). Again, subgroup analysis could only, to some extent, explain the observed heterogeneity.
<fig id="EHR441F4" position="float"><label>Figure 4</label><caption><p>Serum levels of campesterol in CVD cases and controls (<italic>A</italic>: absolute concentrations, <italic>B</italic>: ratios to total cholesterol). D + L: DerSimonian & Laird random effects estimate; I-V: inverse variance fixed effects estimate; diamonds: point estimate and 95% confidence interval; boxes: size proportional to study weight for random effects approach; black line: reference line indicating absence of effect; blue line: point estimate of random effects approach.</p></caption><graphic xlink:href="ehr44104"></graphic></fig></p><p>In the case of <italic>sitosterol,</italic> only three studies reported RR (<italic>Figure <xref ref-type="fig" rid="EHR441F5">5</xref>A</italic>) with respect to CVD based on absolute serum phytosterol concentrations. The results of these studies were heterogeneous (<italic>I</italic>² = 84%, <italic>P</italic> = 0.002), including one study which reported a significant relationship.<sup><xref ref-type="bibr" rid="EHR441C22">22</xref></sup> The summary estimate was non-significant (RR = 1.06, <italic>P</italic> = 0.644), indicating the absence of an effect. The plot for sitosterol to cholesterol ratios (<italic>Figure <xref ref-type="fig" rid="EHR441F5">5</xref>B</italic>) also demonstrated a heterogeneous pattern (<italic>I</italic>² = 55%, <italic>P</italic> = 0.030). Most studies showed non-significant results, the one by Assmann <italic>et al.</italic><sup><xref ref-type="bibr" rid="EHR441C22">22</xref></sup> being the only estimate which indicated a positive association. Again, the pooled estimate was not significant (RR = 0.94, <italic>P</italic> = 0.730).
<fig id="EHR441F5" position="float"><label>Figure 5</label><caption><p>Serum levels of sitosterol and risk of cardiovascular disease (<italic>A</italic>: absolute concentrations, <italic>B</italic>: ratios to total cholesterol). D + L: DerSimonian & Laird random effects estimate; I-V: inverse variance fixed effects estimate; diamonds: point estimate and 95% confidence interval; boxes: size proportional to study weight for random effects approach; black line: reference line indicating absence of effect; blue line: point estimate of random effects approach.</p></caption><graphic xlink:href="ehr44105"></graphic></fig></p><p>Similarly, the meta-analysis of SMDs of sitosterol in CVD cases and controls (<italic>Figure <xref ref-type="fig" rid="EHR441F6">6</xref>A</italic>) showed substantial heterogeneity (<italic>I</italic>² = 82%, <italic>P</italic> < 0.001) and a non-significant summary estimate (SMD = 0.09, <italic>P</italic> = 0.400). We identified studies which reported either positive or negative associations of phytosterol exposure with CVD. Stratified analysis revealed that only part of this heterogeneity could be explained by study design. The plot of the SMDs for sitosterol to cholesterol ratios (<italic>Figure <xref ref-type="fig" rid="EHR441F6">6</xref>B</italic>) also showed substantial heterogeneity (<italic>I</italic>² = 78%, <italic>P</italic> < 0.001) and a non-significant pooled estimate (SMD = 0.01, <italic>P</italic> = 0.837). Again, stratified analysis by study design was able to explain some of this heterogeneity and indicated a tendency towards positive associations between phytosterol exposure and CVD in case-control studies. Of note, sensitivity analyses conducted for the meta-analysis based on the RR (MA 1) failed to reveal any major impact of excluding data from studies with non-appropriate adjustment for covariates.
<fig id="EHR441F6" position="float"><label>Figure 6</label><caption><p>Serum levels of sitosterol in CVD cases and controls (<italic>A</italic>: absolute concentrations, <italic>B</italic>: ratios to total cholesterol). D + L: DerSimonian & Laird random effects estimate; I-V: inverse variance fixed effects estimate; diamonds: point estimate and 95% confidence interval; boxes: size proportional to study weight for random effects approach; black line: reference line indicating absence of effect; blue line: point estimate of random effects approach.</p></caption><graphic xlink:href="ehr44106"></graphic></fig></p></sec></sec><sec id="s4"><title>Discussion</title><p>This systematic review and meta-analysis based on the findings from 17 studies involving 11 182 subjects did not yield any evidence of an association between serum concentrations of plant sterols and elevated risk of CVD. This is true for both campesterol and sitosterol, for absolute concentrations and their ratios to total cholesterol, and regardless of whether we considered RR for CVD based on tertiles of plant sterol concentrations or mean concentrations in CVD cases compared with controls.</p><p>Interestingly, the studies identified by our systematic literature review reported highly inconsistent findings. Some studies suggested that elevated circulating concentrations of plant sterol concentrations (or their ratios to cholesterol) might increase the risk of CVD, namely the PROspective CArdiovascular Münster study,<sup><xref ref-type="bibr" rid="EHR441C22">22</xref></sup> the Framingham Offspring Study,<sup><xref ref-type="bibr" rid="EHR441C24">24</xref></sup> the Drugs and Evidence BAsed medicine in The Elderly study,<sup><xref ref-type="bibr" rid="EHR441C49">49</xref></sup> a cohort of subjects with aortic stenosis,<sup><xref ref-type="bibr" rid="EHR441C50">50</xref></sup> the Pittsburgh Epidemiology of Diabetes Complications Study,<sup><xref ref-type="bibr" rid="EHR441C45">45</xref></sup> and two Finish studies in postmenopausal women.<sup><xref ref-type="bibr" rid="EHR441C23">23</xref>,<xref ref-type="bibr" rid="EHR441C41">41</xref></sup> A similar modest trend was also seen in participants of the LUdwigshafen RIsk and Cardiovascular health study in multivariate analysis adjusted for potential confounding variables.<sup><xref ref-type="bibr" rid="EHR441C46">46</xref>,<xref ref-type="bibr" rid="EHR441C47">47</xref></sup> In contrast, other studies reported negative associations of plant sterols with cardiovascular risk, namely the Longitudinal Aging Study Amsterdam,<sup><xref ref-type="bibr" rid="EHR441C39">39</xref></sup> the European Prospective Investigation of Cancer Norfolk and Spain cohorts,<sup><xref ref-type="bibr" rid="EHR441C39">39</xref>,<xref ref-type="bibr" rid="EHR441C43">43</xref></sup> and the COronary Risk factors for Atherosclerosis in women study.<sup><xref ref-type="bibr" rid="EHR441C52">52</xref></sup> Finally, three studies indicated that plant sterol concentrations are not at all related to CVD, i.e. the Dallas Heart Study,<sup><xref ref-type="bibr" rid="EHR441C51">51</xref></sup> the PROspective Study of Pravastatin in the Elderly at Risk trial,<sup><xref ref-type="bibr" rid="EHR441C42">42</xref></sup> and the Helsinki Businessmen Study.<sup><xref ref-type="bibr" rid="EHR441C48">48</xref></sup></p><p>A likely explanation for the inconsistent findings is that authors used different study designs and adjustments for potential confounding variables. Bias is likely if investigators did not appropriately adjust for all potential confounding variables. Most importantly, we have to consider bias due to confounding by lipoprotein concentrations (i.e. LDL-C concentrations, an established important risk factor for CVD). According to our conceptual model, there are common factors affecting intestinal absorption of both cholesterol and plant sterols creating a correlation between sterol and lipoprotein concentrations (<italic>Figure <xref ref-type="fig" rid="EHR441F1">1</xref></italic>).<sup><xref ref-type="bibr" rid="EHR441C53">53</xref></sup> Indeed, cholesterol uptake in the gut resulting in increased total and LDL cholesterol serum concentrations has <italic>per se</italic> been suggested to represent an independent cardiovascular risk factor and might therefore account for a potential association of elevated plant sterol concentrations in serum with CVD.<sup><xref ref-type="bibr" rid="EHR441C46">46</xref>,<xref ref-type="bibr" rid="EHR441C47">47</xref>,<xref ref-type="bibr" rid="EHR441C54">54</xref></sup> Furthermore, absorption in the gut is strongly influenced not only by genetic factors,<sup><xref ref-type="bibr" rid="EHR441C27">27</xref></sup> but also by age, gender, diet, metabolic background, and medication (<italic>Figure <xref ref-type="fig" rid="EHR441F1">1</xref></italic>).<sup><xref ref-type="bibr" rid="EHR441C46">46</xref>,<xref ref-type="bibr" rid="EHR441C47">47</xref>,<xref ref-type="bibr" rid="EHR441C55">55</xref>–<xref ref-type="bibr" rid="EHR441C63">63</xref></sup> For example, the metabolic syndrome, insulin resistance, and type 2 diabetes are associated with low-circulating cholesterol absorption.<sup><xref ref-type="bibr" rid="EHR441C55">55</xref>,<xref ref-type="bibr" rid="EHR441C58">58</xref></sup> In contrast, poor nutritional status, an index of frailty in elderly people, is correlated with high plant sterol concentrations. The associations of the metabolic syndrome/type 2 diabetes<sup><xref ref-type="bibr" rid="EHR441C64">64</xref>,<xref ref-type="bibr" rid="EHR441C65">65</xref></sup> and frailty<sup><xref ref-type="bibr" rid="EHR441C66">66</xref></sup> with increased cardiovascular risk may thus feign both the inverse and positive relationships of plant sterols with CVD, respectively. Further, confounding due to nutritional factors may occur. Elevated serum plant sterol concentrations reflect enrichment of plant-based food in the diet.<sup><xref ref-type="bibr" rid="EHR441C12">12</xref>,<xref ref-type="bibr" rid="EHR441C39">39</xref></sup> Diets rich in fruits, seeds, vegetable protein, and polyunsaturated fatty acids, such as the Mediterranean diet, are considered healthy, may reduce cardiovascular risk, and thereby underlie the association of subnormal plant sterol concentrations with CVD.</p><p>In the meta-analysis based on the RR, we tried to minimize potential bias due to uncontrolled confounders by selecting the best-adjusted estimate according to our conceptual model. Interestingly, there was still substantial heterogeneity among studies; an explanation might be that authors used different statistical approaches and adjusted for different potential confounding variables. Of note, in our meta-analysis of mean differences of sterol concentrations between CVD cases and controls, heterogeneity among studies was even higher. This finding is not surprising since most investigators presented only crude-unadjusted statistics of the exposure distributions, so that our calculated mean differences do not provide unbiased estimates of the effect of sterols on CVD. For example, if there are any CVD risk factors with correlations to sterols (which is likely, e.g. lipoproteins) altered sterol concentrations in CVD cases might only be a proxy for other CVD risk factors.</p><p>Plant sterols have been ascribed atherogenic effects, mainly because atherosclerosis has been encountered in patients with phytosterolaemia which is accompanied by extremely high concentrations of plant sterols. Equally, however, serum phytosterol concentrations have been demonstrated to correlate with atherosclerotic plaque burden in individuals not affected by this disease.<sup><xref ref-type="bibr" rid="EHR441C34">34</xref>,<xref ref-type="bibr" rid="EHR441C35">35</xref></sup> Our meta-analysis, however, argues against an association between moderately elevated concentrations of plant sterols and CVD.</p><p>In the studies recruited for this meta-analysis, plant sterol concentrations vary at least by threefold, as indicated by a comparison of the midpoints of the lower and upper tertiles of sitosterol and campesterol distributions (<italic>Table <xref ref-type="table" rid="EHR441TB3">3</xref></italic>). This range should be wide enough to detect relevant changes of cardiovascular risk due to moderate and commonly occurring variations in phytosterol levels.
<table-wrap id="EHR441TB3" position="float"><label>Table 3</label><caption><p>Average serum concentrations of plant sterols in the first and third tertiles of their distributions in the studies included in the meta-analysis</p></caption><table frame="hsides" rules="groups"><colgroup span="1"><col align="left" span="1"></col><col align="left" span="1"></col><col align="left" span="1"></col><col align="left" span="1"></col></colgroup><thead><tr><th rowspan="1" colspan="1"></th><th align="left" rowspan="1" colspan="1">Midpoint<sup>a</sup> (first tertile)</th><th align="left" rowspan="1" colspan="1">Midpoint<sup>a</sup> (third tertile)</th><th align="left" rowspan="1" colspan="1">Factor<sup>b</sup> (third /first tertile)</th></tr></thead><tbody><tr><td rowspan="1" colspan="1">Sitosterol (mg/dL)</td><td rowspan="1" colspan="1">0.13</td><td rowspan="1" colspan="1">0.38</td><td rowspan="1" colspan="1">3.1</td></tr><tr><td rowspan="1" colspan="1">Sitosterol:Chol</td><td rowspan="1" colspan="1">0.44</td><td rowspan="1" colspan="1">1.69</td><td rowspan="1" colspan="1">3.6</td></tr><tr><td rowspan="1" colspan="1">Campesterol (mg/dL)</td><td rowspan="1" colspan="1">0.17</td><td rowspan="1" colspan="1">0.57</td><td rowspan="1" colspan="1">3.7</td></tr><tr><td rowspan="1" colspan="1">Campesterol:Chol</td><td rowspan="1" colspan="1">0.94</td><td rowspan="1" colspan="1">2.49</td><td rowspan="1" colspan="1">3.4</td></tr></tbody></table><table-wrap-foot><fn><p><sup>a</sup>Average midpoint of tertiles across studies.</p></fn><fn><p><sup>b</sup>Average ratio (midpoint of third tertile/ midpoint of first tertile) across studies.</p></fn></table-wrap-foot></table-wrap></p><p>There is evidence that the tissue content of plant sterols relates to their concentration in the plasma.<sup><xref ref-type="bibr" rid="EHR441C67">67</xref></sup> Tissue levels were higher in individuals consuming sterol-enriched foods than in individuals who did not. Tissue deposition of plant sterols is most likely a passive process driven by the respective plasma concentration. A similar correlation may also exist between plasma and tissue cholesterol, but this was unfortunately not examined in that study. A mere correlation between minute amounts of plant sterols in the plasma and in tissue would, in addition, not prove a specific causal role of plant sterols in atherosclerosis, at least as long as it has not been shown that plant sterols would biologically be much more active than cholesterol on a equimolar basis.</p><p>Our systematic review and meta-analysis have several limitations. First, it was based only on few observational studies and is therefore prone to bias due to uncontrolled confounding. In particular, our inability to properly adjust for all potential confounders might confound the association estimates. We have implemented an analytical strategy to minimize this potential bias due to uncontrolled confounding. First, we defined a conceptual model specifying the set of potential confounding variables. Secondly, we extracted from each study the best-adjusted estimates according to this model. Unfortunately, not all authors provided fully adjusted estimates so that we must assume some residual bias. Thus, we also considered the possibility of a sensitivity analysis, i.e. repeating the analysis by excluding all studies without appropriate adjustment for potential confounding variables. However, the number of studies was too small to effectively implement this approach. Further, the second meta-analysis based on SMD between CVD cases and controls (MA 2) is likely to be biased since most studies only provided crude-unadjusted statistics of the sterol distributions. An analysis based on multivariate predicted means of sterol concentrations adjusted for potential confounding variables, such as provided in the LUdwigshafen RIsk and Cardiovascular Health study,<sup><xref ref-type="bibr" rid="EHR441C44">44</xref></sup> would be a preferable analytical approach to obtain further evidence for any causal relationship between sterol serum concentrations and CVD. Secondly, since only a few studies were eligible, we pooled results from studies involving different designs and dissimilar definitions of CVD.</p><p>Thus, as a direct consequence, it was necessary to define a composite cardiovascular endpoint, including not only coronary but also cerebrovascular and peripheral vascular events which might increase noise and reduce the power of our meta-analysis. Finally, we also had to consider publication bias as indicated by a lack of small studies published resulting in a slight overestimation of the true effect of plant sterols on CVD risk.</p><p>Even though our meta-analysis has several limitations, it represents the first systematic attempt to critically appraise the evidence surrounding the relationship of plant sterols and their ratios to cholesterol with CVD. We are convinced that even by pooling heterogeneous studies, one can substantially contribute to new insights if the basic assumption holds that there was no systematic methodological bias present. Study heterogeneity might increase noise and reduce power, but, if none of the investigators tried to force/mask the true effect by systematically selecting a particular research design, statistical approach, and/or strategy to adjust for potential confounding variables, then a meta-analysis should be able to obtain consistent summary estimates. However, based on the present meta-analysis of observational studies, evidence is still limited and further research will be necessary to assess whether plant sterols are causally involved in atherogenesis. The next level of evidence might be the conduct of an individual patient data meta-analysis retrieving the original data of the studies considered here. A centralized reanalysis of the data in each study in a consistent way would afford a decrease in heterogeneity and bias in summary estimates by enhancing correction for potential confounding variables.</p><p>In conclusion, our systematic review and meta-analysis do not provide any evidence that there is an association between moderate fluctuations of serum concentrations of plant sterols and CVD risk. However, our meta-analysis does not address the vascular effects or safety of long-term consumption of plant sterol-enriched foods.</p></sec><sec id="s5"><title>Contributors</title><p>B.G., G.S., and W.M. planned the study and wrote the manuscript. B.G. and K.C.D. performed the literature search and extracted data. B.G. conducted the statistical analysis. Other authors contributed to interpretation of the data and writing of the manuscript.</p></sec><sec id="s6"><title>Supplementary material</title><p><ext-link ext-link-type="uri" xlink:href="http://eurheartj.oxfordjournals.org/lookup/suppl/doi:10.1093/eurheartj/ehr441/-/DC1">Supplementary material is available at <italic>European Heart Journal</italic> online</ext-link>.</p></sec><sec id="s7"><title>Funding</title><p>Funding to pay the Open Access publication charges for this article was provided by an <funding-source>Educational Grant from Danone Research</funding-source>, Palaiseau, France.</p><p><bold>Conflict of interest:</bold> B.G. received an unrestricted Educational Grant from Danone Research, Palaiseau, France. 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