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<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xml:lang="en" article-type="review-article">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">biosensors</journal-id>
      <journal-title>Biosensors</journal-title>
      <abbrev-journal-title abbrev-type="publisher">Biosensors</abbrev-journal-title>
      <abbrev-journal-title abbrev-type="pubmed">Biosensors</abbrev-journal-title>
      <issn pub-type="epub">2079-6374</issn>
      <publisher>
        <publisher-name>MDPI</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.3390/bios2040396</article-id>
      <article-id pub-id-type="publisher-id">biosensors-02-00396</article-id>
      <article-categories>
        <subj-group>
          <subject>Review</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>The Use of Angiotensin-I Converting Enzyme I/D Genetic Polymorphism as a Biomarker of Athletic Performance in Humans </article-title>
      </title-group>
	  <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>De Mello Costa</surname>
            <given-names>Maria Fernanda</given-names>
          </name>
          <xref rid="af1-biosensors-02-00396" ref-type="aff">1</xref>
          <xref rid="af2-biosensors-02-00396" ref-type="aff">2</xref>
          <xref rid="c1-biosensors-02-00396" ref-type="corresp">*</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Slocombe</surname>
            <given-names>Ron</given-names>
          </name>
          <xref rid="af2-biosensors-02-00396" ref-type="aff">2</xref>
        </contrib>
      </contrib-group>
      
      <aff id="af1-biosensors-02-00396"><label>1 </label>Waikato Institute of Technology, Tristam Street, Private Bag 3036, Waikato Mail Centre, Hamilton 3240, New Zealand</aff>
      <aff id="af2-biosensors-02-00396"><label>2 </label>Faculty of Veterinary Science, The University of Melbourne, 250 Princes Highway, Werribee 3030, VIC, Australia; Email: <email>r.slocombe@unimelb.edu.au</email></aff>
      <author-notes>
        <corresp id="c1-biosensors-02-00396"><label>*</label> Author to whom correspondence should be addressed; Email: <email>Fernanda.Costa@wintec.ac.nz</email>; Tel.: +64-07-834-8800 (ext. 7554).</corresp>
      </author-notes>
      <pub-date pub-type="epub">
        <day>09</day>
        <month>10</month>
        <year>2012</year>
      </pub-date>
      <pub-date pub-type="collection">
	  <month>12</month>
        <year>2012</year>
      </pub-date>
      <volume>2</volume>
      <issue>4</issue>
      <fpage>396</fpage>
      <lpage>404</lpage>
      <history>
        <date date-type="received">
          <day>17</day>
          <month>08</month>
          <year>2012</year>
        </date>
        <date date-type="rev-recd">
          <day>17</day>
          <month>09</month>
          <year>2012</year>
        </date>
        <date date-type="accepted">
          <day>24</day>
          <month>09</month>
          <year>2012</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>©  2012 by the authors; licensee MDPI, Basel, Switzerland.</copyright-statement>
        <copyright-year>2012</copyright-year>
        <license xmlns:xlink="http://www.w3.org/1999/xlink" license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/3.0/">
          <p>This article is an open-access article distributed under the terms and conditions of the Creative Commons Attribution license (<uri>http://creativecommons.org/licenses/by/3.0/</uri>).</p>
        </license>
      </permissions>
      <abstract>
        <p>Angiotensin II is a key regulator of blood pressure and cardiovascular function in mammals. The conversion of angiotensin into its active form is carried out by Angiotensin I-Converting Enzyme (ACE). The measurement of ACE concentration in plasma or serum, its enzymatic activity, and the correlation between an insertion/deletion (I/D) genetic polymorphism of the ACE gene have been investigated as possible indicators of superior athletic performance in humans. In this context, other indicators of superior adaptation to exercise resulting in better athletic performance (such as ventricular hypertrophy, VO<sub>2</sub> max, and competition results) were mostly used to study the association between ACE I/D polymorphism and improved performance. Despite the fact that the existing literature presents little consensus, there is sufficient scientific evidence to warrant further investigation on the usage of ACE activity and the I/D ACE gene polymorphism as biomarkers of superior athletic performance in humans of specific ethnicities or in athletes involved in certain sports. In this sense, a biomarker would be a substance or genetic component that could be measured to provide a degree of certainty, or an indication, of the presence of a certain trait or characteristic that would be beneficial to the athlete’s performance. Difficulties in interpreting and comparing the results of scientific research on the topic arise from dissimilar protocols and variation in study design. This review aims to investigate the current literature on the use of ACE I/D polymorphism as a biomarker of performance in humans through the comparison of scientific publications.</p>
      </abstract>
      <kwd-group>
        <kwd>Angiotensin I Converting Enzyme</kwd>
        <kwd>athletic performance</kwd>
        <kwd>biomarker </kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="intro">
      <title>1. Introduction</title>
      <p>The aim of this review is to discuss the current applications of the ACE I/D genetic polymorphism as an indicator that individual athletes possess characteristics which are advantageous from the perspective of achieving better athletic results, or better training outcomes.</p>
      <p>In this context, the word “biomarker” is utilized to indicate a substance, its activity (in the case of enzymes), or a genetic characteristic which provides an indication that an individual possesses certain characteristics. Specifically, that ACE concentration, activity, or genetic polymorphism can be used as a form of identification of individuals with improved athletic ability, or who achieve better results in certain athletic competitions. </p>
      <p>In regard to the term “superior athletic performance” some explanation is required. Due to the variety of methods utilized in the papers included in this review, this term is loosely applied in the text as an indication that individuals demonstrated improved results during exercise training and/or athletic competition. Parameters utilized in the assessment of this improvement include well established variables such as ventricular hypertrophy as a result of controlled exercise, VO<sub>2</sub> max, competition results, heart rate, standardised exercise testing, and time to recovery after exercise.</p>
      <p>Genetic polymorphism: Although several genetic polymorphisms for the ACE gene have been identified in humans, the insertion (I)/deletion (D) polymorphism of a 250 base pair <italic>alu</italic> fragment on intron 16 of the ACE gene, which is located on chromosome 17, accounts for 47% of the variation in ACE activity in circulation [<xref ref-type="bibr" rid="B1-biosensors-02-00396">1</xref>]. Therefore the focus of this review is on this particular I/D polymorphism in humans, although two other polymorphisms are briefly mentioned.</p>
    </sec>
    <sec>
      <title>2. Materials and Methods</title>
      <p>In preparation for a Doctoral thesis [<xref ref-type="bibr" rid="B2-biosensors-02-00396">2</xref>], articles found on the University of Melbourne search engine associated with the keywords Angiotensin Converting Enzyme and athletic performance; Angiotensin Converting Enzyme and genetic polymorphism and athlete, dating from 1978 to 2011 were initially acquired for inspection. The University of Melbourne search engine includes databases such as <italic>Scopus</italic>, <italic>Medline (ISI)</italic>, <italic>and CAB.</italic> Reading of the abstracts of approximately 3,000 journal articles returned from the initial search led to the separation of 551 articles of some relevance to the topic of ACE as an indicator of superior athletic activity in various forms. In the preparation of this review, only articles directly related to the use of the ACE I/D genetic polymorphism as a biomarker of athletic performance in humans, dating from 1997 to 2011 were included. Older references were included in the section detailing the renin angiotensin system.</p>
    </sec>
    <sec>
      <title>3. The Renin-Angiotensin System</title>
      <p>The main interest in ACE arose from the fact that its activity was easily determined from blood samples and that variations from expected levels were found in certain diseases. The other major source of interest was the fact that certain drugs could inhibit the action of ACE, helping modulate the vasopressor response originating from the production of ANG II and aiding in controlling hypertension. More recently ACE activity has been demonstrated to correlate to genetic components and to athletic aptitude, which enlarged the clinical importance of ACE as a biomarker for performance prediction [<xref ref-type="bibr" rid="B3-biosensors-02-00396">3</xref>,<xref ref-type="bibr" rid="B4-biosensors-02-00396">4</xref>,<xref ref-type="bibr" rid="B5-biosensors-02-00396">5</xref>,<xref ref-type="bibr" rid="B6-biosensors-02-00396">6</xref>].</p>
      <p>The Renin-Angiotensin System (RAS) is a peptidergic system that possesses endocrine characteristics. Renin is secreted by juxtaglomerular cells of the kidneys, mostly in response to reduced renal blood flow. Sodium depletion and direct adrenergic stimulation can also produce renin release [<xref ref-type="bibr" rid="B7-biosensors-02-00396">7</xref>]. </p>
      <p>Renin is a protease responsible for cleavage of the tetradecapeptide angiotensinogen, produced in the liver, into the active Angiotensin I (ANG I) [<xref ref-type="bibr" rid="B7-biosensors-02-00396">7</xref>,<xref ref-type="bibr" rid="B8-biosensors-02-00396">8</xref>]. Cleavage of Angiotensinogen occurs at the Leucine<sup>10</sup>-Valine<sup>11</sup> in humans [<xref ref-type="bibr" rid="B9-biosensors-02-00396">9</xref>]. Once Angiotensin I is formed, it is converted into Angiotensin II (ANG II) mainly in the lung circulation [<xref ref-type="bibr" rid="B8-biosensors-02-00396">8</xref>,<xref ref-type="bibr" rid="B10-biosensors-02-00396">10</xref>] but also in other vascular beds [<xref ref-type="bibr" rid="B7-biosensors-02-00396">7</xref>]. The enzyme responsible for conversion of ANG I into ANG II is Angiotensin I-converting enzyme (ACE). </p>
      <p>Both ANG I and ANG II have vasoconstrictive properties and are involved in the control of mean arterial pressure both at rest and during exercise [<xref ref-type="bibr" rid="B10-biosensors-02-00396">10</xref>], although ANG II is more potent than its precursor. Angiotensin II, in conjunction with potassium levels, stimulates production and release of aldosterone and stimulates thirst and drinking reflexes [<xref ref-type="bibr" rid="B10-biosensors-02-00396">10</xref>]. Angiotensin II activates specific receptors in the vascular smooth muscle causing release of calcium from the sarcoplasmic reticulum. This calcium binds to calmodulin and causes vasoconstriction through contraction of vascular smooth muscle [<xref ref-type="bibr" rid="B7-biosensors-02-00396">7</xref>]. </p>
    </sec>
    <sec>
      <title>4. ACE Genetic Polymorphism and Performance in Humans</title>
      <p>The characteristics of the ACE gene and the insertion/deletion polymorphism on intron 16 were described in the early nineties [<xref ref-type="bibr" rid="B2-biosensors-02-00396">2</xref>,<xref ref-type="bibr" rid="B11-biosensors-02-00396">11</xref>,<xref ref-type="bibr" rid="B12-biosensors-02-00396">12</xref>] but it was only in 1997 that a possible correlation between ACE I/D polymorphism, ACE activity in blood and factors affecting athletic performance was suggested [<xref ref-type="bibr" rid="B3-biosensors-02-00396">3</xref>]. Based on previous knowledge that the RAS regulates left ventricular growth, Montgomery and his collaborators [<xref ref-type="bibr" rid="B4-biosensors-02-00396">4</xref>] decided to test the association between ACE genetic polymorphism and improved athletic performance [<xref ref-type="bibr" rid="B3-biosensors-02-00396">3</xref>,<xref ref-type="bibr" rid="B5-biosensors-02-00396">5</xref>,<xref ref-type="bibr" rid="B6-biosensors-02-00396">6</xref>]. Since these first publications, several more addressed the issue of a possible association between ACE and individual characteristics which could result in better results from exercise training or better performance in athletic competitions [<xref ref-type="bibr" rid="B3-biosensors-02-00396">3</xref>,<xref ref-type="bibr" rid="B4-biosensors-02-00396">4</xref>,<xref ref-type="bibr" rid="B5-biosensors-02-00396">5</xref>,<xref ref-type="bibr" rid="B6-biosensors-02-00396">6</xref>,<xref ref-type="bibr" rid="B13-biosensors-02-00396">13</xref>,<xref ref-type="bibr" rid="B14-biosensors-02-00396">14</xref>,<xref ref-type="bibr" rid="B15-biosensors-02-00396">15</xref>,<xref ref-type="bibr" rid="B16-biosensors-02-00396">16</xref>,<xref ref-type="bibr" rid="B17-biosensors-02-00396">17</xref>]. The literature review suggests, although not unanimously, that athletes who present the ACE DD genotype, and therefore higher ACE activity in blood, demonstrate better results in sports which require speed, such as sprint running. On the other hand, individuals with the II genotype, and therefore a lower ACE activity in blood, demonstrate better results in sports requiring endurance, such as cross-country skiing, and mountaineering. However, there is impressive variation in the populations of athletes studied, their training regimes, and the sports practiced.</p>
      <p>What seems to emerge from the publications is that certain ethnicities appear to demonstrate a stronger association between ACE activity or I/D polymorphism and athletic results. It also seems evident that individuals participating in certain endurance sports demonstrate more benefit from having the II genotype in comparison to other endurance sports. The key to the problem seems to be the separate investigation of ethnicities and sports, utilizing measurements of performance that can be utilized regardless of the type of training instituted.</p>
      <p><xref ref-type="table" rid="biosensors-02-00396-t001">Table 1</xref> summarizes the work conducted by research groups which focused on the measurement of ACE I/D polymorphism in association with ventricular hypertrophy, the latter being a measurement of appropriate response to training.</p>
      <table-wrap id="biosensors-02-00396-t001" position="float">
        <object-id pub-id-type="pii">biosensors-02-00396-t001_Table 1</object-id>
        <label>Table 1</label>
        <caption>
          <p>Summary of publications addressing the association between the I/D ACE polymorphism and ventricular hypertrophy as an indication of improved athletic ability and/or training in a variety of athletic modalities, athlete quality and ethnicities. Table adapted from previous work by the authors [<xref ref-type="bibr" rid="B1-biosensors-02-00396">1</xref>].</p>
        </caption>
        <table rules="all" style="border:solid thin">
          <thead>
            <tr>
              <th align="center" valign="middle" style="background:#D8D8D8">Reference</th>
              <th align="center" valign="middle" style="background:#D8D8D8">Number of subjects</th>
              <th align="center" valign="middle" style="background:#D8D8D8">Training/sport</th>
              <th align="center" valign="middle" style="background:#D8D8D8">Variable assessed as indicator of superior athletic ability</th>
              <th align="center" valign="middle" style="background:#D8D8D8">Measurements remarks</th>
              <th align="center" valign="middle" style="background:#D8D8D8">Findings</th>
              <th align="center" valign="middle" style="background:#D8D8D8">Special training protocol</th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td align="center" valign="middle">[<xref ref-type="bibr" rid="B4-biosensors-02-00396">4</xref>]</td>
              <td align="center" valign="middle">308 Caucasian soldiers</td>
              <td align="center" valign="middle">10 weeks military training</td>
              <td align="center" valign="middle">left ventricular hypertrophy</td>
              <td align="center" valign="middle">pre-training 
              <italic>versus</italic> post-training</td>
              <td align="center" valign="middle">DD genotype associated with left ventricular hypertrophy post training</td>
              <td align="center" valign="middle">no</td>
            </tr>
            <tr>
              <td align="center" valign="middle">[<xref ref-type="bibr" rid="B18-biosensors-02-00396">18</xref>]</td>
              <td align="center" valign="middle">80 Finish athletes</td>
              <td align="center" valign="middle">4 different sport modalities with different training regimes</td>
              <td align="center" valign="middle">left ventricular hypertrophy and ventricular mass</td>
              <td align="center" valign="middle">compared a sedentary group with the athletes in a single measurement</td>
              <td align="center" valign="middle">No association between ACE I/D polymorphism and ventricular hypertrophy</td>
              <td align="center" valign="middle">no</td>
            </tr>
            <tr>
              <td align="center" valign="middle">[<xref ref-type="bibr" rid="B14-biosensors-02-00396">14</xref>]</td>
              <td align="center" valign="middle">43 runners</td>
              <td align="center" valign="middle">ultra-marathon</td>
              <td align="center" valign="middle">left ventricular hypertrophy</td>
              <td align="center" valign="middle">single measurement </td>
              <td align="center" valign="middle">D allele associated with greater left ventricular hypertrophy</td>
              <td align="center" valign="middle">no</td>
            </tr>
            <tr>
              <td align="center" valign="middle">[<xref ref-type="bibr" rid="B13-biosensors-02-00396">13</xref>]</td>
              <td align="center" valign="middle">28 professional footballers</td>
              <td align="center" valign="middle">football</td>
              <td align="center" valign="middle">left ventricular hypertrophy</td>
              <td align="center" valign="middle">pre-training 
              <italic>versus</italic> post-training</td>
              <td align="center" valign="middle">D allele associated with greater left ventricular hypertrophy</td>
              <td align="center" valign="middle">yes</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p>Three of the four studies found a positive association between the presence of the D allele (or the DD genotype) and greater ventricular hypertrophy in response to exercise, despite the variation in sport, and training regimes. Only one of the studies [<xref ref-type="bibr" rid="B13-biosensors-02-00396">13</xref>] had a training protocol designed specifically to test improvement in fitness during the experiment, while the others [<xref ref-type="bibr" rid="B4-biosensors-02-00396">4</xref>,<xref ref-type="bibr" rid="B14-biosensors-02-00396">14</xref>,<xref ref-type="bibr" rid="B18-biosensors-02-00396">18</xref>] utilized whatever training the athletes were being subjected to, as part of their routine. </p>
      <p>The study utilizing Finish athletes [<xref ref-type="bibr" rid="B18-biosensors-02-00396">18</xref>], did not find an association between the I/D polymorphism and ventricular hypertrophy, however they found that another polymorphism (M235T) in the ACE gene actually correlates to greater ventricular hypertrophy. This was however the only published study focusing on the M235T polymorphism.</p>
      <p>Other studies investigated the association between ACE and other indicators of improved athletic ability, such as VO<sub>2</sub> max, and observed no differences between the distribution of ACE genotypes in endurance athletes in comparison to sedentary subjects [<xref ref-type="bibr" rid="B19-biosensors-02-00396">19</xref>]. However, the same research group has included the ACE gene as a potential source of physical characteristics of interest in athletes [<xref ref-type="bibr" rid="B20-biosensors-02-00396">20</xref>,<xref ref-type="bibr" rid="B21-biosensors-02-00396">21</xref>,<xref ref-type="bibr" rid="B22-biosensors-02-00396">22</xref>]. A different ACE polymorphism (T allele for the ACE T-3892C) was found to be associated with an improvement in the VO<sub>2</sub> max of Korean women submitted to 12 weeks of endurance training [<xref ref-type="bibr" rid="B23-biosensors-02-00396">23</xref>], although the I/D polymorphism was not investigated. It is very unlikely that a single genetic polymorphism would be positively associated to all established measurements of superior athletic ability, which does not invalidate the use of the I/D polymorphism as an indicator of the degree of cardiac hypertrophy in response to exercise.</p>
      <p>A summary of publications investigating the use of ACE I/D genetic polymorphism as a predictor of superior athletic performance in high calibre athletes can be found in <xref ref-type="table" rid="biosensors-02-00396-t002">Table 2</xref>. </p>
      <table-wrap id="biosensors-02-00396-t002" position="float">
        <object-id pub-id-type="pii">biosensors-02-00396-t002_Table 2</object-id>
        <label>Table 2</label>
        <caption>
          <p>Summary of studies that focused on performance results and its association with the ACE I/D polymorphism, or frequency of I/D alleles, in athletes, in comparison to controls.</p>
        </caption>
        <table rules="all" style="border:solid thin">
          <thead>
            <tr>
              <th align="center" valign="middle" style="background:#D8D8D8">Reference</th>
              <th align="center" valign="middle" style="background:#D8D8D8">Number of subjects</th>
              <th align="center" valign="middle" style="background:#D8D8D8">Training/sport</th>
              <th align="center" valign="middle" style="background:#D8D8D8">Variable assessed as indicator of superior athletic ability</th>
              <th align="center" valign="middle" style="background:#D8D8D8">Measurements remarks</th>
              <th align="center" valign="middle" style="background:#D8D8D8">Findings</th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td align="center" valign="top">[<xref ref-type="bibr" rid="B3-biosensors-02-00396">3</xref>]</td>
              <td align="center" valign="top">33</td>
              <td align="center" valign="top">high altitude mountaineers</td>
              <td align="center" valign="top">number of successful climbs above 8,000 m</td>
              <td align="center" valign="top">single measurement compared to achievement</td>
              <td align="center" valign="top">I allele associated with improved endurance</td>
            </tr>
            <tr>
              <td align="center" valign="top">[<xref ref-type="bibr" rid="B24-biosensors-02-00396">24</xref>]</td>
              <td align="center" valign="top">60 Spanish athletes</td>
              <td align="center" valign="top">cycling, running, handball</td>
              <td align="center" valign="top">frequency of alleles in elite athletes</td>
              <td align="center" valign="top">single measurement compared to competition result</td>
              <td align="center" valign="top">I allele more frequent in athletes in comparison to controls</td>
            </tr>
            <tr>
              <td align="center" valign="top">[<xref ref-type="bibr" rid="B25-biosensors-02-00396">25</xref>]</td>
              <td align="center" valign="top">64 Olympic athletes</td>
              <td align="center" valign="top">rowing</td>
              <td align="center" valign="top">frequency of alleles in professional athletes</td>
              <td align="center" valign="top">single measurement</td>
              <td align="center" valign="top">I allele more frequent in elite rowers</td>
            </tr>
            <tr>
              <td align="center" valign="top">[<xref ref-type="bibr" rid="B6-biosensors-02-00396">6</xref>]</td>
              <td align="center" valign="top">91 Olympic athletes</td>
              <td align="center" valign="top">running</td>
              <td align="center" valign="top">frequency of alleles in elite athletes in comparison to controls</td>
              <td align="center" valign="top">single measurement</td>
              <td align="center" valign="top">I allele more frequent in elite runners</td>
            </tr>
            <tr>
              <td align="center" valign="top">[<xref ref-type="bibr" rid="B15-biosensors-02-00396">15</xref>]</td>
              <td align="center" valign="top">447 athletes</td>
              <td align="center" valign="top">Triathlon</td>
              <td align="center" valign="top">frequency of alleles in association with performance results</td>
              <td align="center" valign="top">single measurement</td>
              <td align="center" valign="top">I allele associated with best finishing times on South African born Ironman athletes</td>
            </tr>
            <tr>
              <td align="center" valign="top">[<xref ref-type="bibr" rid="B16-biosensors-02-00396">16</xref>]</td>
              <td align="center" valign="top">88 Turkish athletes</td>
              <td align="center" valign="top">running</td>
              <td align="center" valign="top">frequency of alleles in association with performance results</td>
              <td align="center" valign="top">single measurement</td>
              <td align="center" valign="top">D allele associated with better performance in short sprints</td>
            </tr>
            <tr>
              <td align="center" valign="top">[<xref ref-type="bibr" rid="B19-biosensors-02-00396">19</xref>]</td>
              <td align="center" valign="top">192 athletes</td>
              <td align="center" valign="top">6 different modalities</td>
              <td align="center" valign="top">frequency of alleles in athletes in comparison to controls</td>
              <td align="center" valign="top">single measurement</td>
              <td align="center" valign="top">No difference in the frequency of the alleles between athletes and controls</td>
            </tr>
            <tr>
              <td align="center" valign="top">[<xref ref-type="bibr" rid="B26-biosensors-02-00396">26</xref>]</td>
              <td align="center" valign="top">56 elite athletes</td>
              <td align="center" valign="top">swimming</td>
              <td align="center" valign="top">frequency of alleles in elite athletes grouped by distance</td>
              <td align="center" valign="top">single measurement</td>
              <td align="center" valign="top">D allele present in higher frequency in short distance swimmers</td>
            </tr>
            <tr>
              <td align="center" valign="top">[<xref ref-type="bibr" rid="B17-biosensors-02-00396">17</xref>]</td>
              <td align="center" valign="top">281 Kenyan athletes</td>
              <td align="center" valign="top">long distance running</td>
              <td align="center" valign="top">frequency of alleles in athletes in comparison to controls</td>
              <td align="center" valign="top">single measurement</td>
              <td align="center" valign="top">No difference in the frequency of the alleles between athletes and controls</td>
            </tr>
            <tr>
              <td align="center" valign="top">[<xref ref-type="bibr" rid="B27-biosensors-02-00396">27</xref>]</td>
              <td align="center" valign="top">121 elite Israeli runners</td>
              <td align="center" valign="top">79 Marathon runners and 42 sprinters</td>
              <td align="center" valign="top">frequency of alleles in elite athletes grouped by distance</td>
              <td align="center" valign="top">single measurement</td>
              <td align="center" valign="top">D allele in higher frequency in Israeli sprinters</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p>What emerges from the analysis of the studies listed in <xref ref-type="table" rid="biosensors-02-00396-t002">Table 2</xref> is that the ACE I/D polymorphism seems to imprint positive characteristics in athletes devoted to certain sport modalities, and certain ethnicities. The studies which failed to demonstrate that certain alleles were more frequent in athletes in comparison to the general population usually included various ethnicities, and multiple sports modalities were grouped together when the comparisons were made. Again it seems unlikely that the ACE gene would have a “blanket” effect in conferring superior qualities to all athletes, from all ethnicities, in whichever sport. The key to the applicability of the ACE gene in detecting better athletes seems to lie in determining in which sports, and which ethnicities, the correlation is strong enough to warrant further investigation.</p>
      <p>Another interesting observation is that of the frequency of alleles according to the characteristics of the sport modality: In general, it appears that the I allele is more frequent in athletes competing in longer events, while the D allele seems to be seen in excess in athletes participating in short duration competitions.</p>
      <p>Most of the publications found a positive association between the alleles in the I/D ACE polymorphism and a characteristic that allowed some athletes to be more successful than others. In some studies the use of superior performance as a variable might be arguable, since the definition of superior performance is subject to interpretation. For that reason, a better definition of improved or superior performance, or of “elite athlete”, is warranted in future studies.</p>
      <p>The most common finding was that the D allele, and even more so the DD genotype was associated with greater ventricular hypertrophy [<xref ref-type="bibr" rid="B4-biosensors-02-00396">4</xref>,<xref ref-type="bibr" rid="B13-biosensors-02-00396">13</xref>,<xref ref-type="bibr" rid="B14-biosensors-02-00396">14</xref>], therefore contributing to better cardiac output. In relation to the I allele, the most common findings related to better outcomes in training and competition in sports such as Triathlon [<xref ref-type="bibr" rid="B15-biosensors-02-00396">15</xref>], distance running [<xref ref-type="bibr" rid="B24-biosensors-02-00396">24</xref>], and Olympic sports requiring endurance [<xref ref-type="bibr" rid="B6-biosensors-02-00396">6</xref>,<xref ref-type="bibr" rid="B25-biosensors-02-00396">25</xref>]. However, a study focusing exclusively on Kenyan athletes failed to demonstrate the association between the polymorphism and quality of the athletes [<xref ref-type="bibr" rid="B17-biosensors-02-00396">17</xref>]. </p>
      <p>Studies involving Olympic athletes [<xref ref-type="bibr" rid="B6-biosensors-02-00396">6</xref>,<xref ref-type="bibr" rid="B25-biosensors-02-00396">25</xref>], regardless of the sport category found that the I allele was associated with better performance, again in sports requiring endurance. The study investigating triathletes [<xref ref-type="bibr" rid="B15-biosensors-02-00396">15</xref>] also found an association between the I allele and better finishing times, although the study found marked differences regarding ethnicity of the individuals and the ACE polymorphism results. These results may reflect that the DD and II genotypes affect a variety of factors, not just through blood pressure, but have other effects on cardiac size, tissue perfusion and muscle oxygen transport, and that these differences may be partially influenced by ethnicity. It is obvious from the results concerning the I/D polymorphism of the ACE gene, as most genetic factors are, that the situation is much more complex than a linear positive correlation between a polymorphism and better performance, but that does not exclude benefits to be gained in increased knowledge about interactions between the ACE gene and environmental factors that might contribute to a more appropriate phenotype for the execution of a specific sport.</p>
    </sec>
    <sec sec-type="conclusions">
      <title>5. Conclusions</title>
      <p>There is a considerable amount of information available relating to ACE and its genetic polymorphism in humans, including its potential use for identification of elite athletes. However, repeatability is lacking and the variation in study design and the population studied has prevented a final conclusion to be drawn regarding the usefulness of ACE as a biomarker of performance in human beings<bold>.</bold> However, there seems to be more evidence supporting the fact that ACE II polymorphism (and lower ACE activity) has a correlation with aptitude for sports requiring endurance, while the DD polymorphism (and higher ACE activity) relates to sprint ability. Similar correlations between ACE genotype and activity and improved athletic performance have been demonstrated in other species, such as horses [<xref ref-type="bibr" rid="B2-biosensors-02-00396">2</xref>]. Several paradoxes still need investigation before a definite answer regarding the value of I/D polymorphism in predicting athletic ability can be presented. These include: the effects of ethnicity, sport modality, variables influencing post-translational shedding of ACE, and the effects of local RAS in athletes. </p>
    </sec>
  </body>
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