<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.1 20151215//EN" "https://jats.nlm.nih.gov/publishing/1.1/JATS-journalpublishing1.dtd">
<article xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="1.1" specific-use="sps-1.9" xml:lang="en">
  <front>
    <journal-meta>
      <journal-id journal-id-type="nlm-ta">Arq Bras Cardiol</journal-id>
      <journal-id journal-id-type="publisher-id">abc</journal-id>
      <journal-title-group>
        <journal-title>Arquivos Brasileiros de Cardiologia</journal-title>
        <abbrev-journal-title abbrev-type="publisher">Arq. Bras. Cardiol.</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="ppub">0066-782X</issn>
      <issn pub-type="epub">1678-4170</issn>
      <publisher>
        <publisher-name>Sociedade Brasileira de Cardiologia - SBC</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id" specific-use="scielo-v3">LxmNkQTtxJ39qV3WzsSRL7y</article-id>
      <article-id pub-id-type="publisher-id" specific-use="scielo-v2">S0066-782X2020000400603</article-id>
      <article-id pub-id-type="publisher-id" specific-use="previous-pid">S0066-782X2020005003204</article-id>
      <article-id pub-id-type="doi">10.36660/abc.20190736</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Original Article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Analysis of &gt;100,000 Cardiovascular Surgeries Performed at the Heart Institute and a New Era of Outcomes</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-1635-4984</contrib-id>
          <name>
            <surname>Mejia</surname>
            <given-names>Omar A.V.</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="corresp" rid="c1"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Lisboa</surname>
            <given-names>Luiz Augusto Ferreira</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Caneo</surname>
            <given-names>Luiz Fernando</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Arita</surname>
            <given-names>Elisandra Trevisan</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Brand&#227;o</surname>
            <given-names>Carlos Manuel de Almeida</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Dias</surname>
            <given-names>Ricardo Ribeiro</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Costa</surname>
            <given-names>Roberto</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Jatene</surname>
            <given-names>Marcelo Biscegli</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Pomerantzeff</surname>
            <given-names>Pablo Maria Alberto</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Dallan</surname>
            <given-names>Lu&#237;s Alberto Oliveira</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Jatene</surname>
            <given-names>Fabio Biscegli</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff1">
          <label>1</label>
          <institution content-type="orgname">Universidade de S&#227;o Paulo</institution>
          <institution content-type="orgdiv1">Faculdade de Medicina</institution>
          <institution content-type="orgdiv2">Hospital das Cl&#237;nicas</institution>
          <addr-line>
            <city>S&#227;o Paulo</city>
            <state>SP</state>
          </addr-line>
          <country country="BR">Brazil</country>
          <institution content-type="original">Universidade de S&#227;o Paulo Faculdade de Medicina Hospital das Cl&#237;nicas Instituto do Cora&#231;&#227;o, S&#227;o Paulo, SP - Brazil</institution>
        </aff>
      </contrib-group>
      <author-notes>
        <corresp id="c1"><bold>Mailing Address: Omar A.V. Mejia &#8226;</bold> Instituto do Cora&#231;&#227;o do Hospital das Cl&#237;nicas da Faculdade de Medicina da Universidade de S&#227;o Paulo - Av. Doutor En&#233;as de Carvalho Aguiar, 44. Postal Code 05403-900, S&#227;o Paulo, SP - Brazil E-mail: <email>omar.mejia@incor.usp.br</email>
				</corresp>
        <fn fn-type="con">
          <p>
            <bold>Author contributions</bold>
          </p>
          <p>Conception and design of the research: Mejia OAV, Lisboa LAF, Jatene FB; Acquisition of data: Mejia OAV, Lisboa LAF, Arita ET; Analysis and interpretation of the data: Mejia OAV, Lisboa LAF, Caneo LF, Brand&#227;o CMA, Dias RR, Costa R, Jatene MB, Pomerantzeff PMA, Jatene FB; Statistical analysis and Writing of the manuscript: Mejia OAV; Critical revision of the manuscript for intellectual content: Lisboa LAF, Caneo LF, Arita ET, Brand&#227;o CMA, Dias RR, Costa R, Jatene MB, Pomerantzeff PMA, Jatene FB.</p>
        </fn>
        <fn fn-type="conflict">
          <p>
            <bold>Potential Conflict of Interest</bold>
          </p>
          <p>No potential conflict of interest relevant to this article was reported.</p>
        </fn>
      </author-notes>
      <pub-date date-type="pub" publication-format="electronic">
        <day>14</day>
        <month>02</month>
        <year>2020</year>
      </pub-date>
      <pub-date date-type="collection" publication-format="electronic">
        <month>04</month>
        <year>2020</year>
      </pub-date>
      <volume>114</volume>
      <issue>4</issue>
      <fpage>603</fpage>
      <lpage>612</lpage>
      <history>
        <date date-type="received">
          <day>24</day>
          <month>10</month>
          <year>2019</year>
        </date>
        <date date-type="rev-recd">
          <day>24</day>
          <month>10</month>
          <year>2019</year>
        </date>
        <date date-type="accepted">
          <day>26</day>
          <month>11</month>
          <year>2019</year>
        </date>
      </history>
      <permissions>
        <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/" xml:lang="en">
          <license-p>This is an Open Access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
        </license>
      </permissions>
      <abstract>
        <title>Abstract</title>
        <sec>
          <title>Background:</title>
          <p>The current challenge of cardiovascular surgery (CVS) is to improve the outcomes in increasingly severe patients. In this respect, continuous quality improvement (CQI) programs have had an impact on outcomes.</p>
        </sec>
        <sec>
          <title>Objective:</title>
          <p>To assess the evolution of the incidence and mortality due to CVS, as well as the current outcomes of the Hospital das Cl&#237;nicas Heart Institute of the University of S&#227;o Paulo Medical School (InCor-HCFMUSP).</p>
        </sec>
        <sec>
          <title>Methods:</title>
          <p>An outcome analysis of CVSs performed at the InCor, between January 1984 and June 2019. We observed the surgical volume and mortality rates in 5 time periods: 1st (1984-1989), 2nd (1990-1999), 3rd (2000-2007), 4th (2008-2015) and 5th (2016-2019). The CQI program was implemented between 2015 and 2016. The analysis included the total number of surgeries and the evolution of the most frequent procedures.</p>
        </sec>
        <sec>
          <title>Results:</title>
          <p>A total of 105,599 CCVs were performed, with an annual mean of 2,964 procedures and mortality of 5,63%. When comparing the 4th and the 5th periods, the average global volume of surgeries was increased from 2,943 to 3,139 (p = 0.368), bypass graft (CABG), from 638 to 597 (p = 0.214), heart valve surgery, from 372 to 465 (p = 0.201), and congenital heart disease surgery, from 530 to 615 (p = 0.125). The average global mortality went from 7.8% to 5% (p &lt; 0.0001); in CABG surgery, from 5.8% to 3.1% (p &lt; 0.0001); in heart valve surgery, from 14% to 7.5% (p &lt; 0.0001) and in congenital heart disease surgery, from 12.1% to 9.6% (p &lt; 0.0001).</p>
        </sec>
        <sec>
          <title>Conclusion:</title>
          <p>In spite of a recent trend towards increased surgical volume, there was a significant decrease in operative mortality in the groups studied. After the implementation of the CQI program, the mortality rates were closer to international standards.</p>
        </sec>
      </abstract>
      <kwd-group xml:lang="en">
        <title>Keywords:</title>
        <kwd>Cardiovascular Surgical Procedures/trends</kwd>
        <kwd>Quality Improvement</kwd>
        <kwd>Patient Safety</kwd>
        <kwd>Hospital Mortality</kwd>
        <kwd>Database</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="intro">
      <title>Introduction</title>
      <p>Cardiovascular surgery has undergone transformations throughout its history, especially after the consolidation of large databases.<xref ref-type="bibr" rid="B1">1</xref> These data helped reduce surgical mortality by implementing data-oriented improvements.<xref ref-type="bibr" rid="B2">2</xref> At that time, this was the reality of only a few centers in the world.</p>
      <p>In 1984, the Hospital das Cl&#237;nicas Heart Institute of the University of S&#227;o Paulo Medical School (InCor-HCFMUSP) database was structured wih the purpose of defining and improving cardiovascular surgery outcomes. Thus, the InCor, one of the largest Cardiology centers in Brazil, took its first step into the virtuous cycle of outcome continuous improvement.</p>
      <p>In this respect, a national analysis of cardiovascular surgery outcomes already showed a mortality of 8%,<xref ref-type="bibr" rid="B3">3</xref> virtually twice as much than that in the best centers worldwide, although the data were obtained from an administrative database. There was a wide range of justifications, such as healthcare access difficulties, lack of adherence to protocols and socioeconomic conditions. In fact, it was quite difficult to identify the health service weaknesses, given the lack of clinical data available.</p>
      <p>In InCor, limitations in variable definitions, regarding both data completeness and consistency, as well as the lack of reference parameters to follow the results caused the development of a data-driven culture over time, which was strengthened after the implementation and validation of the EuroSCORE I and the modified Parsonnet&#8217;s score.<xref ref-type="bibr" rid="B4">4</xref> Afterwards, the InCor created the InsCor, becoming one of the few centers in the world to have its own risk model for prediction, planning and optimization of outcomes.<xref ref-type="bibr" rid="B5">5</xref>
			</p>
      <p>Over time, the InCor took the lead by establishing a partnership with the S&#227;o Paulo State Department of Health, in order to build the Sao Paulo Registry of Cardiovascular Surgery (REPLICCAR).<xref ref-type="bibr" rid="B6">6</xref> Next, the InCor established the Patient Safety and Quality Surgical Unit, which gave rise to the CQI Program, consolidated in 2016, whose initial mission was to reduce mortality rates in cardiovascular surgery.</p>
      <p>The purpose of this study is to assess the evolution of the incidence and and mortality of cardiovascular surgery, as well as the influence of the CQI Program in one of the centers of reference in cardiology in Brazil: the InCor-HCFMUSP.</p>
    </sec>
    <sec sec-type="methods">
      <title>Methods</title>
      <sec>
        <title>Sample</title>
        <p>An observational retrospective study from InCor database. We collected information on the surgical volume and mortality outcomes from January 1984 to June 2019. To facilitate this analysis, data were grouped into 5 periods: 1984-1989; 1990-1999; 2000-2007; 2008-2015 and 2016-2019. Thus, we analysed the surgical volume and mortality rates in general, as well as those related to the groups with the highest surgical volume and mortality rates (Coronary, Valvular, Congenital and Arrhythmias). In addition, the evolution of mortality rates in the last two periods (4th and 5th) for Aortic Valve Surgery, Mitral Valve Surgery, Aortic Valve Surgery + Mitral Valve Surgery, CABG + Valve Surgery (Aortic or Mitral) and Aortic Dissection Surgery was analysed in isolation.</p>
      </sec>
      <sec>
        <title>Data collection, definition and organization</title>
        <p>The InCor database (SI3)<xref ref-type="bibr" rid="B7">7</xref> includes clinical and follow-up data of patients inside and outside the hospital. Filling out this register is compulsory and performed by employees from several healthcare areas. The data are placed online (http://si3/) with a personal password and user. Data completeness and veracity were validated by the Incor Hospital Medical Information Unit, by the Assistance Operations Management and by the Patient Safety and Quality Surgical Unit. Data of the first publication, &#8220;Evolution of Cardiovascular Surgery at the Instituto do Coracao: Analysis of 71,305 Surgeries&#8221;, were retrieved and analysed together.<xref ref-type="bibr" rid="B8">8</xref> Surgical mortality was defined as any death occurring within 30 days after the main procedure, in or out of the hospital.</p>
      </sec>
      <sec>
        <title>Inclusion Criteria</title>
        <p>All cardiovascular procedures performed at the InCor, between January 1984 and July 2019.</p>
      </sec>
      <sec>
        <title>Exclusion Criteria</title>
        <p>For the analysis by procedure type, emergency or rescue procedures were excluded.</p>
      </sec>
      <sec>
        <title>The CQI Program</title>
        <p>Envisioning a new era of cardiovascular surgical outcomes, the new InCor management, led by Prof. F&#225;bio Jatene, created, inside the Cardiovascular Surgery Division of Incor, the Patient Safety and Quality Surgical Unit (UCQSP). This unit aims at supporting the construction of a safety culture, by promoting transparency, standardizing training courses, improving staff work and monitoring performance. In order to converge these and other activities, the UCQSP established the CQI Program in Cardiovascular Surgery.<xref ref-type="bibr" rid="B9">9</xref> To this end, an alignment with the Information Technology Service and the Hospital Medical Information Unit of the InCor was crucial to monitor the program implementation. Thus, the initial set of measures of the CQI Program was:</p>
        <p>
          <list list-type="order">
            <list-item>
              <p>establish annual goals of surgical volume and outcomes;</p>
            </list-item>
            <list-item>
              <p>public and monthly presentations of the outcomes;</p>
            </list-item>
            <list-item>
              <p>implementation of a surgical Checklist and its propagation to 100% of the surgical procedures;</p>
            </list-item>
            <list-item>
              <p>establishment of a clinical/surgical outpatient setting for all groups;</p>
            </list-item>
            <list-item>
              <p>monitoring of adherence to the perioperative protocols established;</p>
            </list-item>
            <list-item>
              <p>multidisciplinary approaches to all surgeries and/or patients at high risk;</p>
            </list-item>
            <list-item>
              <p>assessment of the cause of operative mortality using the POCMA (Phase of Care Mortality Analysis) process;</p>
            </list-item>
            <list-item>
              <p>requirement of quality improvement metrics for each area involved in healthcare;</p>
            </list-item>
            <list-item>
              <p>development of Researches in Quality and Safety;</p>
            </list-item>
            <list-item>
              <p>accurate indication and timing of surgery for urgency/emergency patients.</p>
            </list-item>
          </list>
        </p>
      </sec>
      <sec>
        <title>Statistical analysis</title>
        <p>Regarding the mortality rates observed, the periods were compared using a two-tailed test for comparison of proportions. In 2019, it was observed that the second and the first semester had the same number of surgeries and average deaths. From 1984 to 2007, for the Arrhythmia group, only the annual mean of the number of surgeries perfomed in each period was available. Therefore, we considered that the number of surgeries carried out in each year was equal to the average of the period, in order to estimate the p-value. For the variable number of surgeries, the two-tailed Mann-Whitney test was used. The level of significance established was 0.05. The R software (version 3.5.3) was used for the analyses and graphs. The Excel software was used to consolidate the original basis.</p>
      </sec>
      <sec>
        <title>Ethics and consent term</title>
        <p>This Project was carried in the UCQSP, with the approval of the hospital management, as a study on quality improvement. It was a database study with no identification of patients. Therefore, the Free and Informed Consent Form was not required.</p>
      </sec>
    </sec>
    <sec sec-type="results">
      <title>Results</title>
      <p>A total of 105,599 CVSs were performed, with an annual mean of 2,964 procedures and mortality of 5.63%.</p>
      <p>In the total volume analysis, there was an increase of 32.5% between the 1st and 2nd periods (p = 0.001) and of 35.3%, between the 2nd and 3rd periods (p = 0.0001). There was a decrease of 22.7% between the 3rd and 4th periods (p = 0.0006) and a slight increase of 6.7% between the 4th and 5th periods (p = 0.3677).</p>
      <p>In relation to CABG surgery, there was an increase of 18.3% between the 1st and 2nd periods (p = 0.0145), and of 9.2%, between the 2nd and 3rd periods (p = 0.0293). There was a decrease of 42.3% between the 3rd and 4th periods (p = 0.0002), and of 6.4%, between the 4th and 5th periods (p = 0.2141).</p>
      <p>In valve surgeries, there was an increase of 8.5% between the 1st and 2nd periods (p = 0.1471), and of 37.6%, between the 2nd and 3rd periods (p = 0.0001). This increment decreased in the same proportion between the 3rd and 4th periods (p = 0.0009). However, there was an increase of 24.9% between the 4th and 5th periods (p = 0.2019).</p>
      <p>In congenital surgeries, there was an increment of 23.4% between the 1st and 2nd periods (p = 0.0020), and of 37.8%, between the 2nd and 3rd periods (p = 0.0077). There was a decrease of 22.7% between the 3rd and 4th periods (p = 0.0312), and an increase of 16.1%, between the 4th and 5th periods (p = 0.1250).</p>
      <p>In arrhythmia surgeries, there was an increase of 154.6% between the 1st and 2nd periods (p = 0.0001), 68% between the 2nd and 3rd periods (p = 0.0001), 12.6% between the 3rd and 4th periods (p = 0.0084), and of 1.6% between the 4th and 5th periods (p = 0.8081) (<xref ref-type="table" rid="t1">Table 1</xref>).</p>
      <table-wrap id="t1">
        <label>Table 1</label>
        <caption>
          <title>Number of Procedures per Surgical Group at the InCor during the 5 periods</title>
        </caption>
        <table frame="hsides" rules="groups">
          <colgroup>
            <col width="16%"/>
            <col width="16%"/>
            <col width="16%"/>
            <col width="16%"/>
            <col width="16%"/>
            <col width="16%"/>
          </colgroup>
          <thead>
            <tr>
              <th align="left">
							</th>
              <th align="center">Period 1</th>
              <th align="center">Period 2</th>
              <th align="center">Period 3</th>
              <th align="center">Period 4</th>
              <th align="center">Period 5</th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td align="left">Total</td>
              <td align="center">2,122</td>
              <td align="center">2,812</td>
              <td align="center">3,806</td>
              <td align="center">2,943</td>
              <td align="center">3,139</td>
            </tr>
            <tr>
              <td align="left">
                <bold>Groups Selected</bold>
              </td>
              <td align="center">
							</td>
              <td align="center">
							</td>
              <td align="center">
							</td>
              <td align="center">
							</td>
              <td align="center">
							</td>
            </tr>
            <tr>
              <td align="left">Coronary</td>
              <td align="center">856</td>
              <td align="center">1,013</td>
              <td align="center">1,106</td>
              <td align="center">638</td>
              <td align="center">597</td>
            </tr>
            <tr>
              <td align="left">Valve </td>
              <td align="center">400</td>
              <td align="center">434</td>
              <td align="center">597</td>
              <td align="center">372</td>
              <td align="center">465</td>
            </tr>
            <tr>
              <td align="left">Congenital</td>
              <td align="center">403</td>
              <td align="center">497</td>
              <td align="center">685</td>
              <td align="center">530</td>
              <td align="center">615</td>
            </tr>
            <tr>
              <td align="left">Arrhythmias</td>
              <td align="center">238</td>
              <td align="center">606</td>
              <td align="center">1,018</td>
              <td align="center">1,146</td>
              <td align="center">1,165</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p>In the total mortality analysis, although there was a decrease in mortality of 1% between the 1st and 2nd periods (p = 0.0001), there was an increase of 0.1% between the 2nd and 3rd periods (p = 0.5227), and of 2.9% between the 3rd and 4th periods (p = 0.0001). However, there was a decrease of 2.8% between the 4th and 5th periods (p = 0.0001), which resulted in a decrease of 0.8% between the 1st and 5th periods (0.0051).</p>
      <p>In relation to CABG surgery, there was a decrease in mortality of 0.1% between the 1st and 2nd periods (p = 0.7088), with an increase of 0.5% between the 2nd and 3rd periods (p = 0.1072), and of 1% between the 3rd and 4th periods (p = 0.0121). Nonetheless, there was a decrease of 2.6% between the 4th and 5th periods (p = 0.0001), achieving a decrease of 1.3% between the 1st and 5th periods (p = 0.0092).</p>
      <p>In valve heart surgeries, there was an increase in mortality of 0.3% between the 1st and 2nd periods (p = 0.6693), of 0.5% between the 2nd and 3rd periods (p = 0.4174), and of 5.5% between the 3rd and 4th periods (p = 0.0001). However, there was a decrease of 6.5% between the 4th and 5th periods (p = 0.0001), ending up with a decrease of 0.2% between the 1st and 5th periods (p = 0.8946).</p>
      <p>In congenial surgeries, there was a decrease in mortality of 0.9% between the 1st and 2nd periods (p = 0.1993), and of 2.7% between the 2nd and 3rd periods (p = 0.0001). Although there was an increase in mortality of 6.9% between the 3rd and 4th periods (p = 0.0001), there was a decrease of 2.5% between the 4th and 5th periods (p = 0.0017). When we compared the 1st and 5th periods, there was an increase in mortality of 0.7% (p = 0.3943).</p>
      <p>In arrhythmia surgeries, there was a decrease in mortality of 1.2% between the 4th and 5th periods (p = 0.0001). We could not accurately retrieve the data on mortality of the arrhythmia surgeries performed in the 1st, 2nd and 3rd periods. (<xref ref-type="table" rid="t2">Table 2</xref>)</p>
      <table-wrap id="t2">
        <label>Table 2</label>
        <caption>
          <title>Mortality Rates per Surgical Group of the InCor during the 5 periods</title>
        </caption>
        <table frame="hsides" rules="groups">
          <colgroup>
            <col width="16%"/>
            <col width="16%"/>
            <col width="16%"/>
            <col width="16%"/>
            <col width="16%"/>
            <col width="16%"/>
          </colgroup>
          <thead>
            <tr>
              <th align="left">
							</th>
              <th align="center">Period 1</th>
              <th align="center">Period 2</th>
              <th align="center">Period 3</th>
              <th align="center">Period 4</th>
              <th align="center">Period 5</th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td align="left">Total</td>
              <td align="center">5.79%</td>
              <td align="center">4.75%</td>
              <td align="center">4.86%</td>
              <td align="center">7.78%</td>
              <td align="center">4.99%</td>
            </tr>
            <tr>
              <td align="left">Groups Selected</td>
              <td align="center">
							</td>
              <td align="center">
							</td>
              <td align="center">
							</td>
              <td align="center">
							</td>
              <td align="center">
							</td>
            </tr>
            <tr>
              <td align="left">Coronary</td>
              <td align="center">4.44%</td>
              <td align="center">4.29%</td>
              <td align="center">4.79%</td>
              <td align="center">5.78%</td>
              <td align="center">3.14%</td>
            </tr>
            <tr>
              <td align="left">Valve </td>
              <td align="center">7.63%</td>
              <td align="center">7.95%</td>
              <td align="center">8.44%</td>
              <td align="center">13.96%</td>
              <td align="center">7.47%</td>
            </tr>
            <tr>
              <td align="left">Congenital</td>
              <td align="center">8.85%</td>
              <td align="center">7.94%</td>
              <td align="center">5.27%</td>
              <td align="center">12.13%</td>
              <td align="center">9.60%</td>
            </tr>
            <tr>
              <td align="left">Arrhythmias</td>
              <td align="center">
							</td>
              <td align="center">
							</td>
              <td align="center">
							</td>
              <td align="center">2.15%</td>
              <td align="center">0.94%</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p>The graphs of global, coronary, valve, and congenital volume and mortality in &gt; 35 years of the InCor are shown in <xref ref-type="fig" rid="f1">Figures 1</xref>, <xref ref-type="fig" rid="f2">2</xref>, <xref ref-type="fig" rid="f3">3</xref> and <xref ref-type="fig" rid="f4">4</xref>, respectively.</p>
      <fig id="f1">
        <label>Figure 1</label>
        <caption>
          <title>Year-by-year graph of global surgical volume and mortality in &gt; 35 years of the InCor.</title>
        </caption>
        <graphic xlink:href="1678-4170-abc-114-04-0603-90736-gf01.jpg"/></fig>
      <fig id="f2">
        <label>Figure 2</label>
        <caption>
          <title>Year-by-year graph of volume and mortalidade in CABG surgery in &gt; 35 years of the InCor.</title>
        </caption>
        <graphic xlink:href="1678-4170-abc-114-04-0603-90736-gf02.jpg"/></fig>
      <fig id="f3">
        <label>Figure 3</label>
        <caption>
          <title>Year-by-year graph of volume and mortalidade in Valve Cardiac Surgery in &gt; 35 years of the InCor.</title>
        </caption>
        <graphic xlink:href="1678-4170-abc-114-04-0603-90736-gf03.jpg"/></fig>
      <fig id="f4">
        <label>Figure 4</label>
        <caption>
          <title>Year-by-year graph of volume and mortality in Congenital Heart Disease Surgeries in &gt; 35 years of the InCor.</title>
        </caption>
        <graphic xlink:href="1678-4170-abc-114-04-0603-90736-gf04.jpg"/></fig>
      <p>Additionally, we provided the annual volume (<xref ref-type="table" rid="t3">Table 3</xref>) and mortality (<xref ref-type="fig" rid="f5">Figure 5</xref>) rates of the most complex and most frequently perfomed procedures in cardiovascular surgery since 2008: Acute Aortic Dissection, Congenital, Isolated CABG, CABG + Valve, Aortic Valve, Mitral Valve, and Aortic Valve + Mitral Valve.</p>
      <table-wrap id="t3">
        <label>Table 3</label>
        <caption>
          <title>Annual volume categorized by Procedure type (2008 - 1S/2019)</title>
        </caption>
        <table frame="hsides" rules="groups">
          <colgroup>
            <col width="7%"/>
            <col width="7%"/>
            <col width="7%"/>
            <col width="7%"/>
            <col width="7%"/>
            <col width="7%"/>
            <col width="7%"/>
            <col width="7%"/>
            <col width="7%"/>
            <col width="7%"/>
            <col width="7%"/>
            <col width="7%"/>
            <col width="7%"/>
          </colgroup>
          <thead>
            <tr>
              <th align="left">
							</th>
              <th align="center">2008</th>
              <th align="center">2009</th>
              <th align="center">2010</th>
              <th align="center">2011</th>
              <th align="center">2012</th>
              <th align="center">2013</th>
              <th align="center">2014</th>
              <th align="center">2015</th>
              <th align="center">2016</th>
              <th align="center">2017</th>
              <th align="center">2018</th>
              <th align="center">1S 2019</th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td align="left">Acute Aortic Dissection</td>
              <td align="center">42</td>
              <td align="center">36</td>
              <td align="center">54</td>
              <td align="center">25</td>
              <td align="center">19</td>
              <td align="center">40</td>
              <td align="center">78</td>
              <td align="center">77</td>
              <td align="center">72</td>
              <td align="center">76</td>
              <td align="center">72</td>
              <td align="center">44</td>
            </tr>
            <tr>
              <td align="left">Congenital</td>
              <td align="center">466</td>
              <td align="center">446</td>
              <td align="center">466</td>
              <td align="center">530</td>
              <td align="center">500</td>
              <td align="center">573</td>
              <td align="center">638</td>
              <td align="center">617</td>
              <td align="center">566</td>
              <td align="center">617</td>
              <td align="center">612</td>
              <td align="center">332</td>
            </tr>
            <tr>
              <td align="left">CABG</td>
              <td align="center">715</td>
              <td align="center">660</td>
              <td align="center">607</td>
              <td align="center">634</td>
              <td align="center">665</td>
              <td align="center">583</td>
              <td align="center">611</td>
              <td align="center">622</td>
              <td align="center">547</td>
              <td align="center">523</td>
              <td align="center">554</td>
              <td align="center">381</td>
            </tr>
            <tr>
              <td align="left">CABG + Valve</td>
              <td align="center">76</td>
              <td align="center">68</td>
              <td align="center">65</td>
              <td align="center">68</td>
              <td align="center">79</td>
              <td align="center">88</td>
              <td align="center">89</td>
              <td align="center">62</td>
              <td align="center">40</td>
              <td align="center">67</td>
              <td align="center">46</td>
              <td align="center">39</td>
            </tr>
            <tr>
              <td align="left">Aortic Valve</td>
              <td align="center">176</td>
              <td align="center">153</td>
              <td align="center">138</td>
              <td align="center">153</td>
              <td align="center">164</td>
              <td align="center">211</td>
              <td align="center">215</td>
              <td align="center">191</td>
              <td align="center">198</td>
              <td align="center">173</td>
              <td align="center">214</td>
              <td align="center">109</td>
            </tr>
            <tr>
              <td align="left">Aortic and Mitral Valve</td>
              <td align="center">68</td>
              <td align="center">59</td>
              <td align="center">49</td>
              <td align="center">66</td>
              <td align="center">54</td>
              <td align="center">49</td>
              <td align="center">51</td>
              <td align="center">63</td>
              <td align="center">55</td>
              <td align="center">58</td>
              <td align="center">67</td>
              <td align="center">50</td>
            </tr>
            <tr>
              <td align="left">Mitral Valve</td>
              <td align="center">210</td>
              <td align="center">181</td>
              <td align="center">125</td>
              <td align="center">154</td>
              <td align="center">204</td>
              <td align="center">212</td>
              <td align="center">234</td>
              <td align="center">258</td>
              <td align="center">235</td>
              <td align="center">208</td>
              <td align="center">217</td>
              <td align="center">199</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <fig id="f5">
        <label>Figure 5</label>
        <caption>
          <title>Year-by-year graph of the volume and mortality of the most complex and most frequently performed procedures in cardiovascular surgery since 2008.</title>
        </caption>
        <graphic xlink:href="1678-4170-abc-114-04-0603-90736-gf05.jpg"/></fig>
      <p>For didactic purposes, we decided to compare these procedures in the 4th and 5th periods as well. Therefore, in Acute Aortic Dissection, the average annual volume increased 66% (p = 0.1060) and mortality decreased 11.2% (p=0.0016). In CABG + Valve, the average annual volume decreased 22.4% (p = 0.1481) and mortality reduced 12.1% (p = 0.0001). In Mitral Valve surgery, the average annual volume increased 34.1% (p = 0.1535) and mortality reduced 6.4% (p &lt; 0.0001). In Aortic Valve surgery, the average annual volume increased 14.6% (p = 0.1481) and mortality reduced 6.7% (p &lt; 0.0001). In Mitral Valve surgery + Aortic valve, the average annual volume increased 22% (p = 0.2688) and mortality reduced 11.9% (p &lt; 0.0001) (<xref ref-type="fig" rid="f5">Figure 5</xref>).</p>
      <p>We also analysed two procedures considered the state of the art in cardiovascular surgery: Off-pump CABG surgery (OPCAB) and Valve Repair, for periods 4 and 5. The annual average volume of OPCAB decreased 49.8% (p = 0.0040) and mortality increased 0.8% (p = 0.7018). Still, the annual average volume of Valve Repairs reduced 5.7% (p = 0.8081), but mortality reduced 3.8% (p = 0.0427).</p>
    </sec>
    <sec sec-type="discussion">
      <title>Discussion</title>
      <p>We carried out a time series analysis of the volume and mortality in cardiovascular surgeries in &gt; 35 of the InCor, one of the greatest intitutions in Latin America which, in 2016, established its CQI Program. These information were obtained from the InCor database, which was founded in 1984, at the same time that the New York State database was established.<xref ref-type="bibr" rid="B10">10</xref> This is also the period when a series of risk scores began to arise all over the world, with the purpose of stratifying patients, adjusting risk and monitoring the outcomes.<xref ref-type="bibr" rid="B11">11</xref>
			</p>
      <p>These initiatives came at a time when patients had more comorbid conditions and, at the same time, the most complex surgeries were influenced by the increase in life expectancy.<xref ref-type="bibr" rid="B12">12</xref> It was the ideal scenario to start measuring the outcomes and optimizing the strategies. Perhaps one of the highest impact projects on outcomes continuous improvement has been the creation of the EuroSCORE<xref ref-type="bibr" rid="B13">13</xref> and the STS score<xref ref-type="bibr" rid="B14">14</xref> which, through the estimation of expected mortality, allowed us to plan, prepare and even look for new treatment alternatives for the patients. The adoption of these instruments in surgical practice enabled the phenomenon to develop. While the centers started to make their measurements, the outcomes observed continued to improve to the extent that the scores had to be recalibrated in order to survive.<xref ref-type="bibr" rid="B15">15</xref>
			</p>
      <p>At the InCor, the measurements started to be taken in 2007 with the incorporation of the EuroSCORE and the 2000 Bernstein-Parsonnet model, for estimation of expected mortality.<xref ref-type="bibr" rid="B4">4</xref> These models, which were validated first, were used by the INCOR to elaborate its own model: the InsCor.<xref ref-type="bibr" rid="B5">5</xref> In the evolution of outcomes, this corresponds to period 4 of the present analysis. It was in this period that the culture of data and outcomes measurements began to consolidate, although a decrease in the surgical volume at the InCor, both in general surgery and in the subgroup ones, resulted in a proportional increase in surgical mortality rates. In addition, although in this period there was the implementation of certain improvement initiatives, these were not convergent, and, consequenlty, could not be structured and far less sustainable.</p>
      <p>The success of centers that had already started to work on the organization and structuring of improvement programs started to show results. In this respect, in 2012, the European Association for Cardio-Thoracic Surgery (EACTS) established its Quality Improvement Programme (QUIP) with the purpose of improving the outcomes, as well as integrating strategies for quality improvement.<xref ref-type="bibr" rid="B16">16</xref>
			</p>
      <p>The Cardiovascular Surgery Division of the InCor started to create improvement initiatives through an organizational culture that focused on reducing mortality outcomes by following established goals. These goals at first followed historical data, which means improving one's own results. This is one of the best ways to create progressive and sustainable results. Because it understood the importance of multicenter registries and of continuous and collaborative learning, the InCor, by means of a partnership with the SES-SP, and the FAPESP, created, in 2013, the Paulista Cardiovascular Surgery Registry.<xref ref-type="bibr" rid="B6">6</xref> After this initiative, the InCor gained a better understanding of the outcomes and could guide its strategies better. As a result, in 2016, the InCor, with the establishment of a data-driven culture, converged its improvement measures through the implementation of its CQI Program.<xref ref-type="bibr" rid="B9">9</xref>
			</p>
      <p>This analysis was carried out with 105,599 cardiovascular surgeries and it is possible to observe that, since 1984, the annual surgical volume has only increased, with the largest increase occurring in the 3rd period. The annual death rate was progressively increasing until the 4th period. The significant growth in surgical volume between the 2nd and 3rd periods (35%) caused the increase in mortality rate to be insignificant (0.1%). Nevertheless, the major decrease in surgical volume in the 4th period (22.7%) caused the mortality rate to increase significantly (2.9%). Although surgical volume growth between the 4th and 5th periods (6.7%) was not significant, the mortality rate reduced significantly (2.8%). Anyway, since its origins until the current period of the InCor, there has been a significant increase in surgical volume (47.9%), with a decrease in mortality rates (0.8%).</p>
      <p>The significant decrease in the global surgical volume in period 4 was directly related with the significant decrease in surgical volume in all subgroups, excepted for the arrhythmia subgroup. This was more evident in the CABG group, most probably due to the boom in percutaneous procedures, such as coronary angioplasty.<xref ref-type="bibr" rid="B17">17</xref> Moreover, new evidence changed the practice of cardiovascular disease treatment, with the advances in drug therapy<xref ref-type="bibr" rid="B18">18</xref> and accurate indication for surgical intervention.<xref ref-type="bibr" rid="B19">19</xref> Here, we highlight the role of Science in balancing and adjusting the scenario for the benefit of better patient outcomes.</p>
      <p>The decreased volume of CABG was significant between the 3rd and 4th periods (42.3%). However, we can say that it stopped to decline, since between the 4th and 5th periods, there was a decrease of only 6.4% (p = 0.21). We can see that, even though the highest CABG volume occurred in the 3rd period, the mortality rate has also increased (0.5%). Although this was not significant, it shows an increase in the number of deaths in this period. As described before, the incorporation of risk scores into our practice only took place by the beginning of the 4th period, which may explain to some extent the outcomes observed. As a result, the reduction of 42.3% in CABG volume in the 4th period undoubtedly impacted the mortality rate, which reached 5.78% (p = 0.01). What is evident is that, even though the volume reduction was not significant, in the 5th period, the mortality rate reduced 2.6% (p = 0.0001). By examining <xref ref-type="fig" rid="f2">Figure 2</xref>, we note that the mortality rate in CABG surgeries reached 1% in 2019, a historic achievement, which is very close to the results of the best centers in the world.<xref ref-type="bibr" rid="B20">20</xref>
			</p>
      <p>The volume of Valve Surgeries, which had been progressively increasing, suffered a significant reduction in the 4th period (37.6%), with a significant increase in mortality (5.5%). However, in the 5th period, the surgical volume increased 24.9% (p = 0.20), and there was a decrease of 6.5% in the mortality rate (p = 0.0001). As the statistical data show, this is not only explained by the volume increase, but rather by the continuous outcome improvements, which reached, in 2019, a mortality of 2% in mitral valve surgery and of 5% in aortic valve surgery. The latter should continue to decline due to increased referral of more severe cases to transcatheter aortic valve implantation (TAVI).</p>
      <p>In the congenital surgery group, there was also a significant surgical volume reduction in the 4th period (22.7%), which may have influenced the significant increase in mortality (6.9%). However, even with a modest volume increase in the 5th period (16.1%), mortality reduced significantly (2.5%). This also reflects the continuous implementation of improvement measures by the staff and the cardiovascular surgery division which, by 2019, has already reduced mortality rates to 7% (<xref ref-type="fig" rid="f4">Figure 4</xref>).</p>
      <p>For arrhythmia surgery, the 5th period was quite satisfactory because, in addition to a significant volume increase (389.5%), there was a reduction in mortality of 1.2% (p = 0.0001).</p>
      <p>On the other hand, in relation to the isolated procedures, which have been presenting an expressive increase since 2008, we compared the 4th and 5th periods. We observed that the cases of Acute Aortic Dissection Surgeries increased 66% (p = 0.1060), and mortality reduced 11.2% (p = 0.0016). In 2019, the results already reach 11% for a mean mortality in the best centers of &gt;20%.<xref ref-type="bibr" rid="B21">21</xref> It is important to mention that several protocols were structured taking into account the best moment for the surgical approach and the standardization of the surgical technique. In CABG + Valve surgeries, the average annual volume had a modest reduction of 22.4% (p = 0.1481). However, there was a significant mortality reduction (12.1%). In 2018, the mortality rate was 8% and, in 2019, we still have not registered any deaths due to this associated procedure. In mitral valve surgery, the average annual volume increased 34.1% (p = 0.1535), with a reduction in mortality of 6.4% (p &lt; 0.0001). Until the first period of 2019, mortality had already reached 2%. In aortic valve surgery, the mean annual volume increased 14.6% (p = 0.1481) and there was also a significant decrease in mortality (6.7%). In 2019, mortality also followed a downward trend and is already at 5%. In the combined mitral and aortic valve repairs, the average annual volume increased 22% (p = 0.2688) and mortality reduced 11.9% (p &lt; 0.0001). The positive mortality outcomes of the valve group is also the result of strong efforts towards the establishment of a line of care, of a multidisciplinary outpatient surgery clinic and the standardization of surgical techniques. Besides, this is a population at high risk, with 56% of rheumatic disease patients, 75% of patients in functional classes III and IV and 31% of reoperations.<xref ref-type="bibr" rid="B22">22</xref>
			</p>
      <p>The purpose of this analysis is to show the evolution of cardiovascular surgery in one of the centers with the greatest operative volume in South America, where &gt; 80%<xref ref-type="bibr" rid="B23">23</xref> of the patients are assisted under Brazil's Unified Health System (SUS), which makes it a reference hospital that receives all types of patient referrals for different procedures. Unquestionably, the decrease in surgical volume in the 4th period had an impact on mortality in a context that still focused on surgical volume, because evidence shows that the improvement in mortality outcomes due to volume were replaced by improvements resuting from the CQI programs,<xref ref-type="bibr" rid="B24">24</xref><sup>,</sup><xref ref-type="bibr" rid="B25">25</xref> including at university hospitals, which would be our case,<xref ref-type="bibr" rid="B26">26</xref> and in several parts of the world.<xref ref-type="bibr" rid="B27">27</xref><sup>,</sup><xref ref-type="bibr" rid="B28">28</xref>
			</p>
      <p>Within the package of measures developed by the InCor through its CQI program, previously mentioned, it is worth to highlight the implementation of the InCor Checklist. This project was initiated in 2014, but it was only after 2016 that it became compulsory for all surgeries. Research projects in the area of Quality and Safety have favoured partnerships financed by the FAPESP, such as the cooperation with the Fuwai Hospital, in China, and the partnership of the REPLICCAR II with the Harvard University Department of Public Health (<ext-link ext-link-type="uri" xlink:href="http://www.repliccar.com.br">www.repliccar.com.br</ext-link>).</p>
      <p>Undoubtedly, the greatest challenge should be sustainability and, above all, the continuous outcomes improvement. To this end, strategies that aim at reducing morbidity, optimizing processes to reduce hospital stay time and that focus on improving patient experience are required. Programs like this could be spread in Brazil, focusing on standardization and continuous structuring of good quality practices, regardless of the surgical volume.</p>
      <sec>
        <title>Limitations</title>
        <p>We note 3 limitations: 1) This is a unicentric and retrospective study, which would hinder the generalization of our conclusions. However, the large surgical volume and the existence of an institutional registry that improves over time help minimize this bias. 2) The lack of patient stratification based on risk makes it difficult to understand whether the decrease in surgical mortality would be more associated with a greater proportion of patients at low risk. A subanalysis of more recent periods (from 2013 to 2019) was carried out and we found a significant decrease in mortality with no differences in the surgical volume or in the risk estimated by the EuroSCORE II. 3) The CQI program was consolidated in 2016, but improvement measures date back to 2007. In fact, isolated actions can be traced back to 2007, but the formulation and structuring of the CQI program were established between 2015 and 2016. In practice, we can say that the package of measures converged in 2016, which may explain the mortality reduction in all groups.</p>
      </sec>
    </sec>
    <sec sec-type="conclusions">
      <title>Conclusions</title>
      <p>In spite of a recent trend towards increased surgical volumes, except for CABG surgery, a significant decrease in the general surgical mortality rate and in the groups studied was evident. The consolidation of the CQI program at the InCor has been associated with the progressive decrease in surgical mortality, which corroborates the evidences, regardless of the scenario or region. After the consolidation of the CQI program, the mortality rates were close to international standards.</p>
    </sec>
  </body>
  <back>
    <fn-group>
      <fn fn-type="financial-disclosure">
        <p>
          <bold>Sources of Funding</bold>
        </p>
        <p>There were no external funding sources for this study.</p>
      </fn>
      <fn fn-type="other">
        <p>
          <bold>Study Association</bold>
        </p>
        <p>This study is not associated with any thesis or dissertation work.</p>
      </fn>
      <fn fn-type="other">
        <p>
          <bold>Ethics approval and consent to participate</bold>
        </p>
        <p>This article does not contain any studies with human participants or animals performed by any of the authors.</p>
      </fn>
    </fn-group>
    <ref-list>
      <title>References</title>
      <ref id="B1">
        <label>1</label>
        <mixed-citation>1 D'Agostino RS, Jacobs JP, Badhwar V, Fernandez FG, Paone G, Wormuth DW, et al. The Society of Thoracic Surgeons Adult Cardiac Surgery Database: 2019 Update on Outcomes and Quality. Ann Thorac Surg. 2019;107(1):24-32.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>D'Agostino</surname>
              <given-names>RS</given-names>
            </name>
            <name>
              <surname>Jacobs</surname>
              <given-names>JP</given-names>
            </name>
            <name>
              <surname>Badhwar</surname>
              <given-names>V</given-names>
            </name>
            <name>
              <surname>Fernandez</surname>
              <given-names>FG</given-names>
            </name>
            <name>
              <surname>Paone</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Wormuth</surname>
              <given-names>DW</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>The Society of Thoracic Surgeons Adult Cardiac Surgery Database: 2019 Update on Outcomes and Quality</article-title>
          <source>Ann Thorac Surg</source>
          <year>2019</year>
          <volume>107</volume>
          <issue>1</issue>
          <fpage>24</fpage>
          <lpage>32</lpage>
        </element-citation>
      </ref>
      <ref id="B2">
        <label>2</label>
        <mixed-citation>2 Grover FL, Shroyer AL, Hammermeister K, Edwards FH, Ferguson TB Jr, Dziuban SW Jr, et al. A decade's experience with quality improvement in cardiac surgery using the Veterans Affairs and Society of Thoracic Surgeons national databases. Ann Surg. 2001;234(4):464-74.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Grover</surname>
              <given-names>FL</given-names>
            </name>
            <name>
              <surname>Shroyer</surname>
              <given-names>AL</given-names>
            </name>
            <name>
              <surname>Hammermeister</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Edwards</surname>
              <given-names>FH</given-names>
            </name>
            <name>
              <surname>Ferguson</surname>
              <given-names>TB</given-names>
              <suffix>Jr</suffix>
            </name>
            <name>
              <surname>Dziuban</surname>
              <given-names>SW</given-names>
              <suffix>Jr</suffix>
            </name>
            <etal/>
          </person-group>
          <article-title>A decade's experience with quality improvement in cardiac surgery using the Veterans Affairs and Society of Thoracic Surgeons national databases</article-title>
          <source>Ann Surg</source>
          <year>2001</year>
          <volume>234</volume>
          <issue>4</issue>
          <fpage>464</fpage>
          <lpage>474</lpage>
        </element-citation>
      </ref>
      <ref id="B3">
        <label>3</label>
        <mixed-citation>3 Ribeiro AL, Gagliardi SP, Nogueira JL, Silveira LM, Colosimo EA, Lopes do Nascimento CA. Mortality related to cardiac surgery in Brazil, 2000-2003. J Thorac Cardiovasc Surg. 2006;131(4):907-9.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Ribeiro</surname>
              <given-names>AL</given-names>
            </name>
            <name>
              <surname>Gagliardi</surname>
              <given-names>SP</given-names>
            </name>
            <name>
              <surname>Nogueira</surname>
              <given-names>JL</given-names>
            </name>
            <name>
              <surname>Silveira</surname>
              <given-names>LM</given-names>
            </name>
            <name>
              <surname>Colosimo</surname>
              <given-names>EA</given-names>
            </name>
            <name>
              <surname>Lopes do Nascimento</surname>
              <given-names>CA</given-names>
            </name>
          </person-group>
          <article-title>Mortality related to cardiac surgery in Brazil, 2000-2003</article-title>
          <source>J Thorac Cardiovasc Surg</source>
          <year>2006</year>
          <volume>131</volume>
          <issue>4</issue>
          <fpage>907</fpage>
          <lpage>909</lpage>
        </element-citation>
      </ref>
      <ref id="B4">
        <label>4</label>
        <mixed-citation>4 Mej&#237;a OA, Lisboa LA, Dallan LA, Pomerantzeff PM, Moreira LF, Jatene FB, et al. Validation of the 2000 Bernstein-Parsonnet and EuroSCORE at the Heart Institute - USP. Rev Bras Cir Cardiovasc. 2012;27(2):187-94.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Mej&#237;a</surname>
              <given-names>OA</given-names>
            </name>
            <name>
              <surname>Lisboa</surname>
              <given-names>LA</given-names>
            </name>
            <name>
              <surname>Dallan</surname>
              <given-names>LA</given-names>
            </name>
            <name>
              <surname>Pomerantzeff</surname>
              <given-names>PM</given-names>
            </name>
            <name>
              <surname>Moreira</surname>
              <given-names>LF</given-names>
            </name>
            <name>
              <surname>Jatene</surname>
              <given-names>FB</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Validation of the 2000 Bernstein-Parsonnet and EuroSCORE at the Heart Institute - USP</article-title>
          <source>Rev Bras Cir Cardiovasc</source>
          <year>2012</year>
          <volume>27</volume>
          <issue>2</issue>
          <fpage>187</fpage>
          <lpage>194</lpage>
        </element-citation>
      </ref>
      <ref id="B5">
        <label>5</label>
        <mixed-citation>5 Mej&#237;a OA, Lisboa LA, Puig LB, Moreira LF, Dallan LA, Pomerantzeff PM, et al. InsCor: a simple and accurate method for risk assessment in heart surgery. Arq Bras Cardiol. 2013;100(3):246-54.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Mej&#237;a</surname>
              <given-names>OA</given-names>
            </name>
            <name>
              <surname>Lisboa</surname>
              <given-names>LA</given-names>
            </name>
            <name>
              <surname>Puig</surname>
              <given-names>LB</given-names>
            </name>
            <name>
              <surname>Moreira</surname>
              <given-names>LF</given-names>
            </name>
            <name>
              <surname>Dallan</surname>
              <given-names>LA</given-names>
            </name>
            <name>
              <surname>Pomerantzeff</surname>
              <given-names>PM</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>InsCor: a simple and accurate method for risk assessment in heart surgery</article-title>
          <source>Arq Bras Cardiol</source>
          <year>2013</year>
          <volume>100</volume>
          <issue>3</issue>
          <fpage>246</fpage>
          <lpage>254</lpage>
        </element-citation>
      </ref>
      <ref id="B6">
        <label>6</label>
        <mixed-citation>6 Mej&#237;a OA, Lisboa LA, Dallan LA, Pomerantzeff PM, Trindade EM, Jatene FB, et al. Heart surgery programs innovation using surgical risk stratification at the S&#227;o Paulo State Public Healthcare System: SP-SCORE-SUS STUDY. Rev Bras Cir Cardiovasc. 2013;28(2):263-9.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Mej&#237;a</surname>
              <given-names>OA</given-names>
            </name>
            <name>
              <surname>Lisboa</surname>
              <given-names>LA</given-names>
            </name>
            <name>
              <surname>Dallan</surname>
              <given-names>LA</given-names>
            </name>
            <name>
              <surname>Pomerantzeff</surname>
              <given-names>PM</given-names>
            </name>
            <name>
              <surname>Trindade</surname>
              <given-names>EM</given-names>
            </name>
            <name>
              <surname>Jatene</surname>
              <given-names>FB</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Heart surgery programs innovation using surgical risk stratification at the S&#227;o Paulo State Public Healthcare System: SP-SCORE-SUS STUDY</article-title>
          <source>Rev Bras Cir Cardiovasc</source>
          <year>2013</year>
          <volume>28</volume>
          <issue>2</issue>
          <fpage>263</fpage>
          <lpage>269</lpage>
        </element-citation>
      </ref>
      <ref id="B7">
        <label>7</label>
        <mixed-citation>7 Furie SS, Gutierrez MA, Figueiredo J, Tachinardi U, Rebelo MS, Bertozzo N, et al. Electronic Patient Record: integrating clinical information and image data. Rev. Bras. Eng. Biomed. 2003;19(3):125-37.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Furie</surname>
              <given-names>SS</given-names>
            </name>
            <name>
              <surname>Gutierrez</surname>
              <given-names>MA</given-names>
            </name>
            <name>
              <surname>Figueiredo</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Tachinardi</surname>
              <given-names>U</given-names>
            </name>
            <name>
              <surname>Rebelo</surname>
              <given-names>MS</given-names>
            </name>
            <name>
              <surname>Bertozzo</surname>
              <given-names>N</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Electronic Patient Record: integrating clinical information and image data</article-title>
          <source>Rev. Bras. Eng. Biomed.</source>
          <year>2003</year>
          <volume>19</volume>
          <issue>3</issue>
          <fpage>125</fpage>
          <lpage>137</lpage>
        </element-citation>
      </ref>
      <ref id="B8">
        <label>8</label>
        <mixed-citation>8 Lisboa LAF, Moreira LFP, Mejia OV, Dallan LAO, Pomerantzeff PMA, Costa R, et al. Evolution of cardiovascular surgery at the Instituto do Cora&#231;&#227;o: analysis of 71,305 surgeries. Arq Bras Cardiol. 2010;94(2):162-8.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Lisboa</surname>
              <given-names>LAF</given-names>
            </name>
            <name>
              <surname>Moreira</surname>
              <given-names>LFP</given-names>
            </name>
            <name>
              <surname>Mejia</surname>
              <given-names>OV</given-names>
            </name>
            <name>
              <surname>Dallan</surname>
              <given-names>LAO</given-names>
            </name>
            <name>
              <surname>Pomerantzeff</surname>
              <given-names>PMA</given-names>
            </name>
            <name>
              <surname>Costa</surname>
              <given-names>R</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Evolution of cardiovascular surgery at the Instituto do Cora&#231;&#227;o: analysis of 71,305 surgeries</article-title>
          <source>Arq Bras Cardiol</source>
          <year>2010</year>
          <volume>94</volume>
          <issue>2</issue>
          <fpage>162</fpage>
          <lpage>168</lpage>
        </element-citation>
      </ref>
      <ref id="B9">
        <label>9</label>
        <mixed-citation>9 Mej&#237;a OA, Lisboa LA, Jatene FB. Continuous quality improvement programme in cardiovascular surgery: the Latin American perspective. Eur J Cardiothorac Surg. 2016;50(1):4-5.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Mej&#237;a</surname>
              <given-names>OA</given-names>
            </name>
            <name>
              <surname>Lisboa</surname>
              <given-names>LA</given-names>
            </name>
            <name>
              <surname>Jatene</surname>
              <given-names>FB</given-names>
            </name>
          </person-group>
          <article-title>Continuous quality improvement programme in cardiovascular surgery: the Latin American perspective</article-title>
          <source>Eur J Cardiothorac Surg</source>
          <year>2016</year>
          <volume>50</volume>
          <issue>1</issue>
          <fpage>4</fpage>
          <lpage>5</lpage>
        </element-citation>
      </ref>
      <ref id="B10">
        <label>10</label>
        <mixed-citation>10 Hannan EL, Cozzens K, King SB 3rd, Walford G, Shah NR. The New York State cardiac registries: history, contributions, limitations, and lessons for future efforts to assess and publicly report healthcare outcomes. J Am Coll Cardiol. 2012;59(25):2309-16.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Hannan</surname>
              <given-names>EL</given-names>
            </name>
            <name>
              <surname>Cozzens</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>King 3rd</surname>
              <given-names>SB</given-names>
            </name>
            <name>
              <surname>Walford</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Shah</surname>
              <given-names>NR</given-names>
            </name>
          </person-group>
          <article-title>The New York State cardiac registries: history, contributions, limitations, and lessons for future efforts to assess and publicly report healthcare outcomes</article-title>
          <source>J Am Coll Cardiol</source>
          <year>2012</year>
          <volume>59</volume>
          <issue>25</issue>
          <fpage>2309</fpage>
          <lpage>2316</lpage>
        </element-citation>
      </ref>
      <ref id="B11">
        <label>11</label>
        <mixed-citation>11 Parsonnet V, Dean D, Bernstein AD. A method of uniform stratification of risk for evaluating the results of surgery in acquired adult heart disease. Circulation. 1989;79(6 Pt2):I3-12.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Parsonnet</surname>
              <given-names>V</given-names>
            </name>
            <name>
              <surname>Dean</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>Bernstein</surname>
              <given-names>AD</given-names>
            </name>
          </person-group>
          <article-title>A method of uniform stratification of risk for evaluating the results of surgery in acquired adult heart disease</article-title>
          <source>Circulation</source>
          <year>1989</year>
          <volume>79</volume>
          <issue>6</issue>
          <issue-part>Pt 2</issue-part>
          <fpage>I3</fpage>
          <lpage>12</lpage>
        </element-citation>
      </ref>
      <ref id="B12">
        <label>12</label>
        <mixed-citation>12 Ferguson TB Jr, Peterson ED, Coombs LP, Eiken MC, Carey ML, Grover FL, et al. Use of continuous quality improvement to increase use of process measures in patients undergoing coronary artery bypass graft surgery: a randomized controlled trial. JAMA. 2003;290(1):49-56.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Ferguson</surname>
              <given-names>TB</given-names>
              <suffix>Jr</suffix>
            </name>
            <name>
              <surname>Peterson</surname>
              <given-names>ED</given-names>
            </name>
            <name>
              <surname>Coombs</surname>
              <given-names>LP</given-names>
            </name>
            <name>
              <surname>Eiken</surname>
              <given-names>MC</given-names>
            </name>
            <name>
              <surname>Carey</surname>
              <given-names>ML</given-names>
            </name>
            <name>
              <surname>Grover</surname>
              <given-names>FL</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Use of continuous quality improvement to increase use of process measures in patients undergoing coronary artery bypass graft surgery: a randomized controlled trial</article-title>
          <source>JAMA</source>
          <year>2003</year>
          <volume>290</volume>
          <issue>1</issue>
          <fpage>49</fpage>
          <lpage>56</lpage>
        </element-citation>
      </ref>
      <ref id="B13">
        <label>13</label>
        <mixed-citation>13 Nashef SA, Roques F, Michel P, Gauducheau E, Lemeshow S, Salamon R. European system for cardiac operative risk evaluation (EuroSCORE). Eur J Cardiothorac Surg. 1999;16(1):9-13.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Nashef</surname>
              <given-names>SA</given-names>
            </name>
            <name>
              <surname>Roques</surname>
              <given-names>F</given-names>
            </name>
            <name>
              <surname>Michel</surname>
              <given-names>P</given-names>
            </name>
            <name>
              <surname>Gauducheau</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Lemeshow</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Salamon</surname>
              <given-names>R</given-names>
            </name>
          </person-group>
          <article-title>European system for cardiac operative risk evaluation (EuroSCORE)</article-title>
          <source>Eur J Cardiothorac Surg</source>
          <year>1999</year>
          <volume>16</volume>
          <issue>1</issue>
          <fpage>9</fpage>
          <lpage>13</lpage>
        </element-citation>
      </ref>
      <ref id="B14">
        <label>14</label>
        <mixed-citation>14 Clark RE. The STS Cardiac Surgery National Database: an update. Ann Thorac Surg. 1995;59(6):1376-80.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Clark</surname>
              <given-names>RE</given-names>
            </name>
          </person-group>
          <article-title>The STS Cardiac Surgery National Database: an update</article-title>
          <source>Ann Thorac Surg</source>
          <year>1995</year>
          <volume>59</volume>
          <issue>6</issue>
          <fpage>1376</fpage>
          <lpage>1380</lpage>
        </element-citation>
      </ref>
      <ref id="B15">
        <label>15</label>
        <mixed-citation>15 Hickey GL, Grant SW, Murphy GJ, Bhabra M, Pagano D, McAllister K, et al. Dynamic trends in cardiac surgery: why the logistic EuroSCORE is no longer suitable for contemporary cardiac surgery and implications for future risk models. Eur J Cardiothorac Surg. 2013;43(6):1146-52.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Hickey</surname>
              <given-names>GL</given-names>
            </name>
            <name>
              <surname>Grant</surname>
              <given-names>SW</given-names>
            </name>
            <name>
              <surname>Murphy</surname>
              <given-names>GJ</given-names>
            </name>
            <name>
              <surname>Bhabra</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Pagano</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>McAllister</surname>
              <given-names>K</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Dynamic trends in cardiac surgery: why the logistic EuroSCORE is no longer suitable for contemporary cardiac surgery and implications for future risk models</article-title>
          <source>Eur J Cardiothorac Surg</source>
          <year>2013</year>
          <volume>43</volume>
          <issue>6</issue>
          <fpage>1146</fpage>
          <lpage>1152</lpage>
        </element-citation>
      </ref>
      <ref id="B16">
        <label>16</label>
        <mixed-citation>16 Kappetein AP. The bright future of cardiothoracic and vascular surgery: the role of EACTS. Eur J Cardiothorac Surg. 2013;43(1):211-4.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Kappetein</surname>
              <given-names>AP</given-names>
            </name>
          </person-group>
          <article-title>The bright future of cardiothoracic and vascular surgery: the role of EACTS</article-title>
          <source>Eur J Cardiothorac Surg</source>
          <year>2013</year>
          <volume>43</volume>
          <issue>1</issue>
          <fpage>211</fpage>
          <lpage>214</lpage>
        </element-citation>
      </ref>
      <ref id="B17">
        <label>17</label>
        <mixed-citation>17 Ricciardi R, Virnig BA, Ogilvie JW Jr, Dahlberg PS, Selker HP, Baxter NN. Volume-outcome relationship for coronary artery bypass grafting in an era of decreasing volume. Arch Surg. 2008;143(4):338-44.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Ricciardi</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Virnig</surname>
              <given-names>BA</given-names>
            </name>
            <name>
              <surname>Ogilvie</surname>
              <given-names>JW</given-names>
              <suffix>Jr</suffix>
            </name>
            <name>
              <surname>Dahlberg</surname>
              <given-names>PS</given-names>
            </name>
            <name>
              <surname>Selker</surname>
              <given-names>HP</given-names>
            </name>
            <name>
              <surname>Baxter</surname>
              <given-names>NN</given-names>
            </name>
          </person-group>
          <article-title>Volume-outcome relationship for coronary artery bypass grafting in an era of decreasing volume</article-title>
          <source>Arch Surg</source>
          <year>2008</year>
          <volume>143</volume>
          <issue>4</issue>
          <fpage>338</fpage>
          <lpage>344</lpage>
        </element-citation>
      </ref>
      <ref id="B18">
        <label>18</label>
        <mixed-citation>18 Hueb W, Lopes N, Gersh BJ, Soares PR, Ribeiro EE, Pereira AC, et al. Ten-year follow-up survival of the Medicine, Angioplasty, or Surgery Study (MASS II): a randomized controlled clinical trial of 3 therapeutic strategies for multivessel coronary artery disease. Circulation. 2010;122(10):949-57.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Hueb</surname>
              <given-names>W</given-names>
            </name>
            <name>
              <surname>Lopes</surname>
              <given-names>N</given-names>
            </name>
            <name>
              <surname>Gersh</surname>
              <given-names>BJ</given-names>
            </name>
            <name>
              <surname>Soares</surname>
              <given-names>PR</given-names>
            </name>
            <name>
              <surname>Ribeiro</surname>
              <given-names>EE</given-names>
            </name>
            <name>
              <surname>Pereira</surname>
              <given-names>AC</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Ten-year follow-up survival of the Medicine, Angioplasty, or Surgery Study (MASS II): a randomized controlled clinical trial of 3 therapeutic strategies for multivessel coronary artery disease</article-title>
          <source>Circulation</source>
          <year>2010</year>
          <volume>122</volume>
          <issue>10</issue>
          <fpage>949</fpage>
          <lpage>957</lpage>
        </element-citation>
      </ref>
      <ref id="B19">
        <label>19</label>
        <mixed-citation>19 Authors/Task Force members, Windecker S, Kolh P, Alfonso F, Collet JP, Cremer J, et al. 2014 ESC/EACTS Guidelines on myocardial revascularization: The Task Force on Myocardial Revascularization of the European Society of Cardiology (ESC) and the European Association for Cardio-Thoracic Surgery (EACTS)Developed with the special contribution of the European Association of Percutaneous Cardiovascular Interventions (EAPCI). Eur Heart J. 2014;35(37):2541-619.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <collab>Authors/Task Force members</collab>
            <name>
              <surname>Windecker</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Kolh</surname>
              <given-names>P</given-names>
            </name>
            <name>
              <surname>Alfonso</surname>
              <given-names>F</given-names>
            </name>
            <name>
              <surname>Collet</surname>
              <given-names>JP</given-names>
            </name>
            <name>
              <surname>Cremer</surname>
              <given-names>J</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>2014 ESC/EACTS Guidelines on myocardial revascularization: The Task Force on Myocardial Revascularization of the European Society of Cardiology (ESC) and the European Association for Cardio-Thoracic Surgery (EACTS)Developed with the special contribution of the European Association of Percutaneous Cardiovascular Interventions (EAPCI)</article-title>
          <source>Eur Heart J</source>
          <year>2014</year>
          <volume>35</volume>
          <issue>37</issue>
          <fpage>2541</fpage>
          <lpage>2619</lpage>
        </element-citation>
      </ref>
      <ref id="B20">
        <label>20</label>
        <mixed-citation>20 LaPar DJ, Filardo G, Crosby IK, Speir AM, Rich JB, Kron IL, et al. The challenge of achieving 1% operative mortality for coronary artery bypasses grafting: a multi-institution Society of Thoracic Surgeons Database analysis. J Thorac Cardiovasc Surg. 2014;148(6):2686-96.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>LaPar</surname>
              <given-names>DJ</given-names>
            </name>
            <name>
              <surname>Filardo</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Crosby</surname>
              <given-names>IK</given-names>
            </name>
            <name>
              <surname>Speir</surname>
              <given-names>AM</given-names>
            </name>
            <name>
              <surname>Rich</surname>
              <given-names>JB</given-names>
            </name>
            <name>
              <surname>Kron</surname>
              <given-names>IL</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>The challenge of achieving 1% operative mortality for coronary artery bypasses grafting: a multi-institution Society of Thoracic Surgeons Database analysis</article-title>
          <source>J Thorac Cardiovasc Surg</source>
          <year>2014</year>
          <volume>148</volume>
          <issue>6</issue>
          <fpage>2686</fpage>
          <lpage>2696</lpage>
        </element-citation>
      </ref>
      <ref id="B21">
        <label>21</label>
        <mixed-citation>21 Evangelista A, Isselbacher EM, Bossone E, Gleason TG, Eusanio MD, Sechtem U, et al. Insights from the International Registry of Acute Aortic Dissection: a 20-year experience of collaborative clinical research. Circulation. 2018;137(17):1846-60.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Evangelista</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Isselbacher</surname>
              <given-names>EM</given-names>
            </name>
            <name>
              <surname>Bossone</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Gleason</surname>
              <given-names>TG</given-names>
            </name>
            <name>
              <surname>Eusanio</surname>
              <given-names>MD</given-names>
            </name>
            <name>
              <surname>Sechtem</surname>
              <given-names>U</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Insights from the International Registry of Acute Aortic Dissection: a 20-year experience of collaborative clinical research</article-title>
          <source>Circulation</source>
          <year>2018</year>
          <volume>137</volume>
          <issue>17</issue>
          <fpage>1846</fpage>
          <lpage>1860</lpage>
        </element-citation>
      </ref>
      <ref id="B22">
        <label>22</label>
        <mixed-citation>22 Casalino R, Tarasoutchi F, Spina G, Katz M, Bacelar A, Sampaio R, et al. EuroSCORE models in a cohort of patients with valvular heart disease and a high prevalence of rheumatic fever submit-ted to surgical procedures. PLoS One. 2015;10(2):e0118357.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Casalino</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Tarasoutchi</surname>
              <given-names>F</given-names>
            </name>
            <name>
              <surname>Spina</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Katz</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Bacelar</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Sampaio</surname>
              <given-names>R</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>EuroSCORE models in a cohort of patients with valvular heart disease and a high prevalence of rheumatic fever submit-ted to surgical procedures</article-title>
          <source>PLoS One</source>
          <year>2015</year>
          <volume>10</volume>
          <issue>2</issue>
          <elocation-id>e0118357</elocation-id>
        </element-citation>
      </ref>
      <ref id="B23">
        <label>23</label>
        <mixed-citation>23 Piegas LS, Bittar OJ, Haddad N. Myocardial revascularization surgery (MRS): results from National Health System (SUS). Arq Bras Cardiol. 2009;93(5):555-60.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Piegas</surname>
              <given-names>LS</given-names>
            </name>
            <name>
              <surname>Bittar</surname>
              <given-names>OJ</given-names>
            </name>
            <name>
              <surname>Haddad</surname>
              <given-names>N</given-names>
            </name>
          </person-group>
          <article-title>Myocardial revascularization surgery (MRS): results from National Health System (SUS)</article-title>
          <source>Arq Bras Cardiol</source>
          <year>2009</year>
          <volume>93</volume>
          <issue>5</issue>
          <fpage>555</fpage>
          <lpage>560</lpage>
        </element-citation>
      </ref>
      <ref id="B24">
        <label>24</label>
        <mixed-citation>24 Stamou SC, Turner SL, Stiegel MR, Reames MK, Skipper E, Watts LT, et al. Quality improvement program decreases mortality after cardiac surgery. J Thorac Cardiovasc Surg. 2008;136(2):494-9.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Stamou</surname>
              <given-names>SC</given-names>
            </name>
            <name>
              <surname>Turner</surname>
              <given-names>SL</given-names>
            </name>
            <name>
              <surname>Stiegel</surname>
              <given-names>MR</given-names>
            </name>
            <name>
              <surname>Reames</surname>
              <given-names>MK</given-names>
            </name>
            <name>
              <surname>Skipper</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Watts</surname>
              <given-names>LT</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Quality improvement program decreases mortality after cardiac surgery</article-title>
          <source>J Thorac Cardiovasc Surg</source>
          <year>2008</year>
          <volume>136</volume>
          <issue>2</issue>
          <fpage>494</fpage>
          <lpage>499</lpage>
        </element-citation>
      </ref>
      <ref id="B25">
        <label>25</label>
        <mixed-citation>25 Shahian DM, O'Brien SM, Normand SL, Peterson ED, Edwards FH. Association of hospital coronary artery bypass volume with processes of care, mortality, morbidity, and the Society of Thoracic Surgeons composite quality score. JThorac Cardiovasc Surg. 2010;139(2):273-82.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Shahian</surname>
              <given-names>DM</given-names>
            </name>
            <name>
              <surname>O'Brien</surname>
              <given-names>SM</given-names>
            </name>
            <name>
              <surname>Normand</surname>
              <given-names>SL</given-names>
            </name>
            <name>
              <surname>Peterson</surname>
              <given-names>ED</given-names>
            </name>
            <name>
              <surname>Edwards</surname>
              <given-names>FH</given-names>
            </name>
          </person-group>
          <article-title>Association of hospital coronary artery bypass volume with processes of care, mortality, morbidity, and the Society of Thoracic Surgeons composite quality score</article-title>
          <source>JThorac Cardiovasc Surg</source>
          <year>2010</year>
          <volume>139</volume>
          <issue>2</issue>
          <fpage>273</fpage>
          <lpage>282</lpage>
        </element-citation>
      </ref>
      <ref id="B26">
        <label>26</label>
        <mixed-citation>26 Kurlansky PA, Argenziano M, Dunton R, Lancey R, Nast E, Stewart A, et al. Quality, not volume, determines outcome of coronary artery bypass surgery in a university-based community hospital network. J Thorac Cardiovasc Surg. 2012;143(2):287-93.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Kurlansky</surname>
              <given-names>PA</given-names>
            </name>
            <name>
              <surname>Argenziano</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Dunton</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Lancey</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Nast</surname>
              <given-names>E</given-names>
            </name>
            <name>
              <surname>Stewart</surname>
              <given-names>A</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Quality, not volume, determines outcome of coronary artery bypass surgery in a university-based community hospital network</article-title>
          <source>J Thorac Cardiovasc Surg</source>
          <year>2012</year>
          <volume>143</volume>
          <issue>2</issue>
          <fpage>287</fpage>
          <lpage>293</lpage>
        </element-citation>
      </ref>
      <ref id="B27">
        <label>27</label>
        <mixed-citation>27 Miyata H, Motomura N, MurakamiA, Takamoto S, Japan Cardiovascular Surgery Database. Effect of benchmarking projects on outcomes of coronary artery bypass graft surgery: challenges and prospects regarding the quality improvement initiative. J Thorac Cardiovasc Surg. 2012;143(6):1364-69.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Miyata</surname>
              <given-names>H</given-names>
            </name>
            <name>
              <surname>Motomura</surname>
              <given-names>N</given-names>
            </name>
            <name>
              <surname>Murakami</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Takamoto</surname>
              <given-names>S</given-names>
            </name>
            <collab>Japan Cardiovascular Surgery Database</collab>
          </person-group>
          <article-title>Effect of benchmarking projects on outcomes of coronary artery bypass graft surgery: challenges and prospects regarding the quality improvement initiative</article-title>
          <source>J Thorac Cardiovasc Surg</source>
          <year>2012</year>
          <volume>143</volume>
          <issue>6</issue>
          <fpage>1364</fpage>
          <lpage>1369</lpage>
        </element-citation>
      </ref>
      <ref id="B28">
        <label>28</label>
        <mixed-citation>28 Hu S, Zheng Z, Yuan X, Wang Y, Normand SL, Ross JS, et al. Coronary artery bypass graft: contemporary heart surgery center performance in China. Circ Cardiovasc Qual Outcomes. 2012;5(2):214-21.</mixed-citation>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name>
              <surname>Hu</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Zheng</surname>
              <given-names>Z</given-names>
            </name>
            <name>
              <surname>Yuan</surname>
              <given-names>X</given-names>
            </name>
            <name>
              <surname>Wang</surname>
              <given-names>Y</given-names>
            </name>
            <name>
              <surname>Normand</surname>
              <given-names>SL</given-names>
            </name>
            <name>
              <surname>Ross</surname>
              <given-names>JS</given-names>
            </name>
            <etal/>
          </person-group>
          <article-title>Coronary artery bypass graft: contemporary heart surgery center performance in China</article-title>
          <source>Circ Cardiovasc Qual Outcomes</source>
          <year>2012</year>
          <volume>5</volume>
          <issue>2</issue>
          <fpage>214</fpage>
          <lpage>221</lpage>
        </element-citation>
      </ref>
    </ref-list>
  </back>
  <sub-article article-type="translation" id="s1" xml:lang="pt">
    <front-stub>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Artigo Original</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>An&#225;lise de &gt;100.000 Cirurgias Cardiovasculares Realizadas no Instituto do Cora&#231;&#227;o e a Nova Era com Foco nos Resultados</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-1635-4984</contrib-id>
          <name>
            <surname>Mejia</surname>
            <given-names>Omar A.V.</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">1</xref>
          <xref ref-type="corresp" rid="c2"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Lisboa</surname>
            <given-names>Luiz Augusto Ferreira</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Caneo</surname>
            <given-names>Luiz Fernando</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Arita</surname>
            <given-names>Elisandra Trevisan</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Brand&#227;o</surname>
            <given-names>Carlos Manuel de Almeida</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Dias</surname>
            <given-names>Ricardo Ribeiro</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Costa</surname>
            <given-names>Roberto</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Jatene</surname>
            <given-names>Marcelo Biscegli</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Pomerantzeff</surname>
            <given-names>Pablo Maria Alberto</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Dallan</surname>
            <given-names>Lu&#237;s Alberto Oliveira</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Jatene</surname>
            <given-names>Fabio Biscegli</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">1</xref>
        </contrib>
        <aff id="aff2">
          <label>1</label>
          <institution content-type="original">Universidade de S&#227;o Paulo Faculdade de Medicina Hospital das Cl&#237;nicas Instituto do Cora&#231;&#227;o, S&#227;o Paulo, SP - Brasil</institution>
        </aff>
      </contrib-group>
      <author-notes>
        <corresp id="c2"><bold>Correspond&#234;ncia: Omar A.V. Mejia &#8226;</bold> Instituto do Cora&#231;&#227;o do Hospital das Cl&#237;nicas da Faculdade de Medicina da Universidade de S&#227;o Paulo - Av. Doutor En&#233;as de Carvalho Aguiar, 44. CEP 05403-900, S&#227;o Paulo, SP - Brasil E-mail: <email>omar.mejia@incor.usp.br</email>
				</corresp>
        <fn fn-type="con">
          <p>
            <bold>Contribui&#231;&#227;o dos autores</bold>
          </p>
          <p>Concep&#231;&#227;o e desenho da pesquisa: Mejia OAV, Lisboa LAF, Jatene FB; Obten&#231;&#227;o de dados: Mejia OAV, Lisboa LAF, Arita ET; An&#225;lise e interpreta&#231;&#227;o dos dados: Mejia OAV, Lisboa LAF, Caneo LF, Brand&#227;o CMA, Dias RR, Costa R, Jatene MB, Pomerantzeff PMA, Dallan LAO, Jatene FB; An&#225;lise estat&#237;stica e Reda&#231;&#227;o do manuscrito: Mejia OAV; Revis&#227;o cr&#237;tica do manuscrito quanto ao conte&#250;do intelectual importante: Lisboa LAF, Caneo LF, Arita ET, Brand&#227;o CMA, Dias RR, Costa R, Jatene MB, Pomerantzeff PMA, Dallan LAO, Jatene FB.</p>
        </fn>
        <fn fn-type="conflict">
          <p>
            <bold>Potencial conflito de interesses</bold>
          </p>
          <p>Declaro n&#227;o haver conflito de interesses pertinentes.</p>
        </fn>
      </author-notes>
      <abstract>
        <title>Resumo</title>
        <sec>
          <title>Fundamento:</title>
          <p>O desafio atual da cirurgia cardiovascular (CCV) &#233; melhorar resultados em pacientes cada vez mais graves. Nesse sentido, Programas de Melhoria Cont&#237;nua da Qualidade (PMCQ) tem impactado os resultados.</p>
        </sec>
        <sec>
          <title>Objetivo:</title>
          <p>Avaliar a evolu&#231;&#227;o da incid&#234;ncia e mortalidade das CCV, assim como os resultados atuais do Instituto do Cora&#231;&#227;o do Hospital das Cl&#237;nicas da Faculdade de Medicina da Universidade de S&#227;o Paulo (InCor).</p>
        </sec>
        <sec>
          <title>M&#233;todos:</title>
          <p>An&#225;lise dos resultados das CCV realizadas no InCor entre jan-1984 e jun-2019. Foram observadas as tend&#234;ncias dos volumes cir&#250;rgicos e da mortalidade em 5 per&#237;odos 1&#186; (1984-1989), 2&#186; (1990-1999), 3&#186; (2000-2007), 4&#186; (2008-2015) e 5&#186; (2016-2019). O PMCQ foi estabelecido entre 2015-2016. A an&#225;lise incluiu o total de cirurgias e a evolu&#231;&#227;o dos procedimentos mais frequentes.</p>
        </sec>
        <sec>
          <title>Resultados:</title>
          <p>Foram realizadas 105.599 CCV, com uma m&#233;dia anual de 2.964 procedimentos e mortalidade de 5,63%. Comparando o 4&#186; com o 5&#186; per&#237;odo, o volume global m&#233;dio de cirurgias foi de 2.943 para 3.139 (p = 0,368), cirurgias de revasculariza&#231;&#227;o mioc&#225;rdica (CRM) de 638 para 597 (p = 0,214), valvas card&#237;acas de 372 para 465 (p = 0,201) e cardiopatias cong&#234;nitas de 530 para 615 (p = 0,125). A mortalidade m&#233;dia global passou de 7,8% para 5% (p &lt; 0,0001), nas cirurgias de revasculariza&#231;&#227;o mioc&#225;rdica de 5,8% para 3,1% (p &lt; 0,0001), nas cirurgias valvares de 14% para 7,5% (p &lt; 0,0001) e nas cirurgias de cardiopatias cong&#234;nitas de 12,1% para 9,6% (p &lt; 0,0001).</p>
        </sec>
        <sec>
          <title>Conclus&#227;o:</title>
          <p>Embora haja uma tend&#234;ncia recente ao aumento dos volumes cir&#250;rgicos, houve uma diminui&#231;&#227;o significativa da mortalidade cir&#250;rgica nos grupos analisados. Ap&#243;s o estabelecimento do PMCQ, as taxas de mortalidade se aproximaram a dos padr&#245;es internacionais.</p>
        </sec>
      </abstract>
      <kwd-group xml:lang="pt">
        <title>Palavras-chave:</title>
        <kwd>Procedimentos Cir&#250;rgicos Cardiovasculares/tend&#234;ncias</kwd>
        <kwd>Melhoria de Qualidade</kwd>
        <kwd>Seguran&#231;a do Paciente</kwd>
        <kwd>Mortalidade Hospitalar</kwd>
        <kwd>Banco de Dados</kwd>
      </kwd-group>
    </front-stub>
    <body>
      <sec sec-type="intro">
        <title>Introdu&#231;&#227;o</title>
        <p>A cirurgia cardiovascular tem sofrido transforma&#231;&#245;es ao longo da sua hist&#243;ria, principalmente ap&#243;s a consolida&#231;&#227;o dos grandes bancos de dados.<xref ref-type="bibr" rid="B1">1</xref> Essas informa&#231;&#245;es ajudaram a reduzir a mortalidade cir&#250;rgica atrav&#233;s da implementa&#231;&#227;o de melhorias orientadas por dados.<xref ref-type="bibr" rid="B2">2</xref> Na &#233;poca, essa era a realidade de poucos centros no mundo.</p>
        <p>Em 1984, foi estruturado o banco de dados do Instituto do Cora&#231;&#227;o do Hospital das Cl&#237;nicas da Faculdade de Medicina da Universidade de S&#227;o Paulo (InCor-HCFMUSP) com a finalidade de definir e aperfei&#231;oar desfechos em cirurgia cardiovascular. Dessa forma, o InCor, um dos maiores centros cardiol&#243;gicos do pa&#237;s, dava seu primeiro passo no ciclo virtuoso da melhoria cont&#237;nua dos resultados.</p>
        <p>Nessa vertente, uma an&#225;lise nacional dos resultados em cirurgia cardiovascular j&#225; apontava uma mortalidade de 8%<xref ref-type="bibr" rid="B3">3</xref> (praticamente o dobro que nos melhores centros do mundo), embora os n&#250;meros fossem provenientes de um banco de dados administrativo. As justificativas foram in&#250;meras, como as dificuldades do acesso &#224; sa&#250;de, a falta de ader&#234;ncia aos protocolos e as condi&#231;&#245;es socioecon&#244;micas. Na verdade, havia uma dificuldade para a identifica&#231;&#227;o das fraquezas no atendimento, decorrente da falta de dados cl&#237;nicos estudados.</p>
        <p>No InCor, as limita&#231;&#245;es na defini&#231;&#227;o das vari&#225;veis, na completude e consist&#234;ncia dos dados, bem como a falta de par&#226;metros de refer&#234;ncia para acompanhamento dos resultados, fizeram surgir, com o tempo, uma cultura pelos dados. Tal cultura se fortaleceu ap&#243;s a implementa&#231;&#227;o e valida&#231;&#227;o do EuroSCORE I e do Parsonnet modificado.<xref ref-type="bibr" rid="B4">4</xref> Posteriormente, o InCor criou o escore InsCor, tornando-se um dos poucos centros do mundo a possuir um modelo de risco pr&#243;prio para predi&#231;&#227;o, planejamento e otimiza&#231;&#227;o dos seus resultados.<xref ref-type="bibr" rid="B5">5</xref>
				</p>
        <p>Com o tempo, o InCor assumiu a lideran&#231;a ao estabelecer uma parceria com a Secretaria do Estado da Sa&#250;de de S&#227;o Paulo para a constru&#231;&#227;o do Registro Paulista de Cirurgias Cardiovasculares: o REPLICCAR.<xref ref-type="bibr" rid="B6">6</xref> Na sequ&#234;ncia, o InCor estabeleceu a Unidade Cir&#250;rgica de Qualidade e Seguran&#231;a do Paciente, que deu lugar ao Programa de Melhoria Cont&#237;nua da Qualidade (PMCQ), consolidado em 2016, com a miss&#227;o inicial de reduzir a mortalidade na cirurgia cardiovascular.</p>
        <p>O objetivo deste estudo &#233; avaliar a evolu&#231;&#227;o da incid&#234;ncia e da mortalidade das cirurgias cardiovasculares, assim como a influ&#234;ncia do PMCQ, em um dos centros de refer&#234;ncia da Cardiologia no Brasil: o InCor-HCFMUSP.</p>
      </sec>
      <sec sec-type="methods">
        <title>M&#233;todos</title>
        <sec>
          <title>Amostra</title>
          <p>Estudo observacional e retrospectivo, a partir do banco de dados do InCor. Foram coletadas informa&#231;&#245;es sobre o volume cir&#250;rgico e os resultados de mortalidade cir&#250;rgica de jan-1984/junho-2019. Para facilitar essa an&#225;lise, os dados foram agrupados em 5 per&#237;odos: 1984-1989; 1990-1999; 2000-2007; 2008-2015 e 2016-2019. Dessa forma, foram avaliados o volume e a mortalidade cir&#250;rgica do total e dos grupos com maior volume (Coron&#225;ria, Valva, Cong&#234;nito e Arritmias). Al&#233;m disso, foi analisada isoladamente a evolu&#231;&#227;o das taxas de mortalidade dos dois &#250;ltimos per&#237;odos (4&#186; e 5&#186;) para: Cirurgia Valvar A&#243;rtica, Cirurgia Valvar Mitral, Cirurgia Valvar A&#243;rtica + Cirurgia Valvar Mitral, CRM + Cirurgia Valvar (A&#243;rtica ou Mitral) e Cirurgias na Disse&#231;&#227;o de Aorta.</p>
        </sec>
        <sec>
          <title>Coleta, defini&#231;&#227;o e organiza&#231;&#227;o dos dados</title>
          <p>O banco de dados do InCor (o SI3)<xref ref-type="bibr" rid="B7">7</xref> &#233; cl&#237;nico e de acompanhamento de pacientes dentro e fora do hospital. O preenchimento desse registro &#233; obrigat&#243;rio e realizado pelos funcion&#225;rios das diversas &#225;reas do atendimento. Os dados s&#227;o colocados <italic>on-line</italic> (http://si3/) mediante senha e usu&#225;rio personalizados. A completude e veracidade dos dados foram validadas pela Unidade de Informa&#231;&#245;es M&#233;dicas Hospitalares, pela Ger&#234;ncia Operacional de Programas de Assist&#234;ncia e pela Unidade Cir&#250;rgica de Qualidade e Seguran&#231;a dos Pacientes do InCor. Os dados da primeira publica&#231;&#227;o, &#8220;Evolu&#231;&#227;o da Cirurgia Cardiovascular no Instituto do Cora&#231;&#227;o: An&#225;lise de 71.305 Opera&#231;&#245;es&#8221;, foram recuperados e analisados em conjunto.<xref ref-type="bibr" rid="B8">8</xref> A mortalidade cir&#250;rgica foi definida como aquela que acontece at&#233; 30 dias ap&#243;s o procedimento principal, independente do paciente permanecer ou n&#227;o internado.</p>
        </sec>
        <sec>
          <title>Crit&#233;rios de Inclus&#227;o</title>
          <p>Todos os procedimentos cardiovasculares realizados no InCor entre janeiro de 1984 e junho de 2019.</p>
        </sec>
        <sec>
          <title>Crit&#233;rios de Exclus&#227;o</title>
          <p>Para a an&#225;lise por tipo de procedimentos foram exclu&#237;dos os procedimentos realizados na modalidade de emerg&#234;ncia ou de salvamento.</p>
        </sec>
        <sec>
          <title>PMCQ</title>
          <p>Com vistas &#224; nova era dos resultados em cirurgia cardiovascular, a nova gest&#227;o do InCor, liderada pelo Prof. F&#225;bio Jatene, criou, dentro da Divis&#227;o de Cirurgia Cardiovascular do InCor, a Unidade Cir&#250;rgica de Qualidade e Seguran&#231;a do Paciente Cir&#250;rgico (UCQSP). Essa unidade tem por finalidade apoiar a constru&#231;&#227;o da cultura de seguran&#231;a, promovendo transpar&#234;ncia, padronizando treinamentos, melhorando o trabalho das equipes e monitorando o desempenho. Para convergir essas e outras atividades, a UCQSP estabeleceu o PMCQ em Cirurgia Cardiovascular.<xref ref-type="bibr" rid="B9">9</xref> Para atingir esse objetivo, foi fundamental o alinhamento com o Servi&#231;o de Inform&#225;tica e a Unidade de informa&#231;&#245;es m&#233;dicas hospitalares do InCor, a fim de monitorar e acompanhar as implementa&#231;&#245;es. Assim, o pacote de medidas iniciais do PMCQ foi:</p>
          <p>
            <list list-type="order">
              <list-item>
                <p>estabelecimento de metas anuais de volume e resultados cir&#250;rgicos;</p>
              </list-item>
              <list-item>
                <p>apresenta&#231;&#227;o p&#250;blica e mensal dos resultados;</p>
              </list-item>
              <list-item>
                <p>implanta&#231;&#227;o do <italic>Checklist</italic> cir&#250;rgico e sua propaga&#231;&#227;o para 100% das cirurgias;</p>
              </list-item>
              <list-item>
                <p>estabelecimento dos ambulat&#243;rios cl&#237;nico-cir&#250;rgicos para todos os grupos;</p>
              </list-item>
              <list-item>
                <p>monitoriza&#231;&#227;o da ader&#234;ncia aos protocolos perioperat&#243;rios estabelecidos;</p>
              </list-item>
              <list-item>
                <p>abordagem multidisciplinar para todas as cirurgias e/ou pacientes de alto risco;</p>
              </list-item>
              <list-item>
                <p>avalia&#231;&#227;o da causa de mortalidade cir&#250;rgica atrav&#233;s do POCMA (Phase of Care Mortality Analysis);</p>
              </list-item>
              <list-item>
                <p>solicita&#231;&#227;o de m&#233;tricas de melhoria da qualidade para cada &#225;rea envolvida no cuidado;</p>
              </list-item>
              <list-item>
                <p>desenvolvimento de Pesquisas em Qualidade e Seguran&#231;a;</p>
              </list-item>
              <list-item>
                <p>precis&#227;o na indica&#231;&#227;o e no momento cir&#250;rgico dos pacientes da urg&#234;ncia/emerg&#234;ncia.</p>
              </list-item>
            </list>
          </p>
        </sec>
        <sec>
          <title>An&#225;lise estat&#237;stica</title>
          <p>No caso da taxa de mortalidade observada, os per&#237;odos foram comparados por meio do teste bicaudal para compara&#231;&#227;o das propor&#231;&#245;es. No ano de 2019, o segundo semestre apresentou a mesma quantidade de cirurgias e de mortes m&#233;dias em rela&#231;&#227;o ao primeiro semestre de 2019. Nos anos de 1984 a 2007, para o grupo Arritmias, apenas a m&#233;dia anual da quantidade de cirurgias de cada per&#237;odo havia sido disponibilizada. Consequentemente, consideramos que a quantidade em cada ano era igual a m&#233;dia do per&#237;odo, para o calculo do valor do p. Para a vari&#225;vel de quantidade de cirurgias, foi utilizado o teste bicaudal de Mann-Whitney. O n&#237;vel de signific&#226;ncia estabelecido foi de 0,05. O <italic>software</italic> R vers&#227;o 3.5.3 foi utilizado para a realiza&#231;&#227;o das an&#225;lises e dos gr&#225;ficos. Tamb&#233;m foi utilizado o <italic>software</italic> Excel para consolidar a base original.</p>
        </sec>
        <sec>
          <title>&#201;tica e Termo de Consentimento</title>
          <p>Este projeto foi realizado dentro da UCQSP, com a aprova&#231;&#227;o da dire&#231;&#227;o do hospital, como um estudo sobre melhoria da qualidade. Foi um estudo em banco de dados sem identifica&#231;&#227;o de pacientes. Portanto, o termo de consentimento livre e esclarecido dos pacientes foi dispensado.</p>
        </sec>
      </sec>
      <sec sec-type="results">
        <title>Resultados</title>
        <p>Foram realizadas 105.599 CCVs, com uma m&#233;dia anual de 2.964 procedimentos e mortalidade de 5,63%.</p>
        <p>Na an&#225;lise do volume total, houve um aumento de 32,5% entre o 1&#186; e 2&#186; per&#237;odos (p = 0,001) e de 35,3% entre o 2&#186; e 3&#186; per&#237;odos (p = 0,0001). Houve uma queda de 22,7% entre o 3&#186; e 4&#186; per&#237;odos (p = 0,0006) e um aumento discreto de 6,7% entre o 4&#186; e 5&#186; per&#237;odos (p = 0,3677).</p>
        <p>Em rela&#231;&#227;o &#224; CRM, houve um acr&#233;scimo de 18,3% entre o 1&#186; e 2&#186; per&#237;odos (p = 0,0145) e de 9,2% entre o 2&#186; e 3&#186; per&#237;odos (p = 0,0293). Houve um decr&#233;scimo de 42,3% entre o 3&#186; e 4&#186; per&#237;odos (p = 0,0002) e de 6,4% entre o 4&#186; e 5&#186; per&#237;odos (p = 0,2141).</p>
        <p>Nas cirurgias valvares, houve um aumento de 8,5% entre o 1&#186; e 2&#186; per&#237;odos (p = 0,1471), e de 37,6% entre o 2&#186; e 3&#186; per&#237;odos (p = 0,0001). Esse incremento diminuiu na mesma propor&#231;&#227;o entre o 3&#186; e 4&#186; per&#237;odos (p = 0,0009). No entanto, houve um aumento de 24,9% entre o 4&#186; e 5&#186; per&#237;odos (p = 0,2019).</p>
        <p>Nas cirurgias cong&#234;nitas, houve um incremento de 23,4% entre o 1&#186; e 2&#186; per&#237;odos (p = 0,0020) e de 37,8% entre o 2&#186; e 3&#186; per&#237;odos (p = 0,0077). Houve uma queda de 22,7% entre o 3&#186; e 4&#186; per&#237;odos (p = 0,0312) e um aumento de 16,1% entre o 4&#186; e 5&#186; per&#237;odos (p = 0,1250).</p>
        <p>Nas cirurgias de arritmia, houve um aumento de 154,6% entre o 1&#186; e 2&#186; per&#237;odos (p = 0,0001), 68% entre o 2&#186; e 3&#186; per&#237;odos (p = 0,0001), 12,6% entre o 3&#186; e 4&#186; per&#237;odos (p = 0,0084) e 1,6% entre o 4&#186; e 5&#186; per&#237;odos (p = 0,8081) (<xref ref-type="table" rid="t4">Tabela 1</xref>).</p>
        <table-wrap id="t4">
          <label>Tabela 1</label>
          <caption>
            <title>Quantidade de Procedimentos por Grupo Cir&#250;rgico no InCor nos 5 per&#237;odos</title>
          </caption>
          <table frame="hsides" rules="groups">
            <colgroup>
              <col width="16%"/>
              <col width="16%"/>
              <col width="16%"/>
              <col width="16%"/>
              <col width="16%"/>
              <col width="16%"/>
            </colgroup>
            <thead>
              <tr>
                <th align="left">
								</th>
                <th align="center">Per&#237;odo 1</th>
                <th align="center">Per&#237;odo 2</th>
                <th align="center">Per&#237;odo 3</th>
                <th align="center">Per&#237;odo 4</th>
                <th align="center">Per&#237;odo 5</th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td align="left">Total</td>
                <td align="center">2.122</td>
                <td align="center">2.812</td>
                <td align="center">3.806</td>
                <td align="center">2.943</td>
                <td align="center">3.139</td>
              </tr>
              <tr>
                <td align="left">
                  <bold>Grupos escolhidos</bold>
                </td>
                <td align="center">
								</td>
                <td align="center">
								</td>
                <td align="center">
								</td>
                <td align="center">
								</td>
                <td align="center">
								</td>
              </tr>
              <tr>
                <td align="left">Coron&#225;ria</td>
                <td align="center">856</td>
                <td align="center">1.013</td>
                <td align="center">1.106</td>
                <td align="center">638</td>
                <td align="center">597</td>
              </tr>
              <tr>
                <td align="left">Valvas </td>
                <td align="center">400</td>
                <td align="center">434</td>
                <td align="center">597</td>
                <td align="center">372</td>
                <td align="center">465</td>
              </tr>
              <tr>
                <td align="left">Cong&#234;nitas</td>
                <td align="center">403</td>
                <td align="center">497</td>
                <td align="center">685</td>
                <td align="center">530</td>
                <td align="center">615</td>
              </tr>
              <tr>
                <td align="left">Arritmias</td>
                <td align="center">238</td>
                <td align="center">606</td>
                <td align="center">1.018</td>
                <td align="center">1.146</td>
                <td align="center">1.165</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>Na an&#225;lise da mortalidade total, embora tenha havido uma diminui&#231;&#227;o da mortalidade de 1% entre o 1&#186; e 2&#186; per&#237;odos (p = 0,0001), houve um aumento de 0,1% entre o 2&#186; e 3&#186; per&#237;odos (p = 0,5227), e de 2,9% entre o 3&#186; e 4&#186; per&#237;odos (p = 0,0001). Contudo, houve uma diminui&#231;&#227;o de 2,8% entre o 4&#186; e 5&#186; per&#237;odos (p = 0,0001), o que se traduziu numa queda de 0,8% entre o 1&#186; e 5&#186; per&#237;odos (0,0051).</p>
        <p>Em rela&#231;&#227;o &#224; CRM, embora tenha havido uma queda da mortalidade de 0,1% entre o 1&#186; e 2&#186; per&#237;odos (p = 0,7088), houve aumento de 0,5% entre o 2&#186; e 3&#186; per&#237;odos (p = 0,1072), e de 1% entre o 3&#186; e 4&#186; per&#237;odos (p = 0,0121). N&#227;o obstante, houve uma diminui&#231;&#227;o de 2,6% entre o 4&#186; e 5&#186; per&#237;odos (p = 0,0001), chegando a uma redu&#231;&#227;o de 1,3% entre o 1&#186; e 5&#186; per&#237;odo (p = 0,0092).</p>
        <p>Nas cirurgias das cardiopatias valvares, houve um aumento da mortalidade de 0,3% entre o 1&#186; e 2&#186; per&#237;odos (p = 0,6693), de 0,5% entre o 2&#186; e 3&#186; per&#237;odos (p = 0,4174) e de 5,5% entre o 3&#186; e 4&#186; per&#237;odos (p = 0,0001). No entanto, houve uma diminui&#231;&#227;o de 6,5% entre o 4&#186; e 5&#186; per&#237;odos (p = 0,0001), finalizando com uma queda de 0,2% entre o 1&#186; e 5&#186; per&#237;odos (p = 0,8946).</p>
        <p>Nas cirurgias cong&#234;nitas, houve uma queda da mortalidade de 0,9% entre o 1&#186; e 2&#186; per&#237;odos (p = 0,1993) e de 2,7% entre o 2&#186; e 3&#186; per&#237;odos (p = 0,0001). Embora tenha havido um aumento da mortalidade de 6,9% entre o 3&#186; e 4&#186; per&#237;odos (p = 0,0001), houve diminui&#231;&#227;o de 2,5% entre o 4&#186; e 5&#186; per&#237;odos (p = 0,0017). Quando comparamos o 1&#186; e 5&#186; per&#237;odos, houve aumento da mortalidade de 0,7% (p = 0,3943).</p>
        <p>Nas cirurgias de arritmia, houve uma diminui&#231;&#227;o da mortalidade de 1,2% entre o 4&#186; e 5&#186; per&#237;odos (p = 0,0001). N&#243;s n&#227;o conseguimos recuperar com exatid&#227;o os dados sobre a mortalidade das cirurgias de arritmia dos per&#237;odos 1, 2 e 3. (<xref ref-type="table" rid="t5">Tabela 2</xref>)</p>
        <table-wrap id="t5">
          <label>Tabela 2</label>
          <caption>
            <title>Taxa de Mortalidade por Grupo Cir&#250;rgico do InCor nos 5 per&#237;odos</title>
          </caption>
          <table frame="hsides" rules="groups">
            <colgroup>
              <col width="16%"/>
              <col width="16%"/>
              <col width="16%"/>
              <col width="16%"/>
              <col width="16%"/>
              <col width="16%"/>
            </colgroup>
            <thead>
              <tr>
                <th align="left">
								</th>
                <th align="center">Per&#237;odo 1</th>
                <th align="center">Per&#237;odo 2</th>
                <th align="center">Per&#237;odo 3</th>
                <th align="center">Per&#237;odo 4</th>
                <th align="center">Per&#237;odo 5</th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td align="left">Total</td>
                <td align="center">5,79%</td>
                <td align="center">4,75%</td>
                <td align="center">4,86%</td>
                <td align="center">7,78%</td>
                <td align="center">4,99%</td>
              </tr>
              <tr>
                <td align="left">Grupos escolhidos</td>
                <td align="center">
								</td>
                <td align="center">
								</td>
                <td align="center">
								</td>
                <td align="center">
								</td>
                <td align="center">
								</td>
              </tr>
              <tr>
                <td align="left">Coron&#225;ria</td>
                <td align="center">4,44%</td>
                <td align="center">4,29%</td>
                <td align="center">4,79%</td>
                <td align="center">5,78%</td>
                <td align="center">3,14%</td>
              </tr>
              <tr>
                <td align="left">Valvas </td>
                <td align="center">7,63%</td>
                <td align="center">7,95%</td>
                <td align="center">8,44%</td>
                <td align="center">13,96%</td>
                <td align="center">7,47%</td>
              </tr>
              <tr>
                <td align="left">Cong&#234;nitas</td>
                <td align="center">8,85%</td>
                <td align="center">7,94%</td>
                <td align="center">5,27%</td>
                <td align="center">12,13%</td>
                <td align="center">9,60%</td>
              </tr>
              <tr>
                <td align="left">Arritmias</td>
                <td align="center">
								</td>
                <td align="center">
								</td>
                <td align="center">
								</td>
                <td align="center">2,15%</td>
                <td align="center">0,94%</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>Os gr&#225;ficos do volume e da mortalidade global, coron&#225;ria, valvar e cong&#234;nita em &gt;35 anos do InCor podem ser vistos nas <xref ref-type="fig" rid="f6">Figuras 1</xref>, <xref ref-type="fig" rid="f7">2</xref>, <xref ref-type="fig" rid="f8">3</xref> e <xref ref-type="fig" rid="f9">4</xref>, respectivamente.</p>
        <fig id="f6">
          <label>Figura 1</label>
          <caption>
            <title>Gr&#225;fico ano a ano do volume e da mortalidade cir&#250;rgica global em &gt;35 anos do InCor.</title>
          </caption>
          <graphic xlink:href="1678-4170-abc-114-04-0603-90736-gf01-pt.jpg"/></fig>
        <fig id="f7">
          <label>Figura 2</label>
          <caption>
            <title>Gr&#225;fico ano a ano do volume e da mortalidade nas CRM em &gt; 35 anos do InCor.</title>
          </caption>
          <graphic xlink:href="1678-4170-abc-114-04-0603-90736-gf02-pt.jpg"/></fig>
        <fig id="f8">
          <label>Figura 3</label>
          <caption>
            <title>Gr&#225;fico ano a ano do volume e da mortalidade nas Cirurgias Valvares em &gt; 35 anos do InCor.</title>
          </caption>
          <graphic xlink:href="1678-4170-abc-114-04-0603-90736-gf03-pt.jpg"/></fig>
        <fig id="f9">
          <label>Figura 4</label>
          <caption>
            <title>Gr&#225;fico ano a ano do volume e da mortalidade nas Cirurgias de Cardiopatias Cong&#234;nitas em &gt; 35 anos do InCor.</title>
          </caption>
          <graphic xlink:href="1678-4170-abc-114-04-0603-90736-gf04-pt.jpg"/></fig>
        <p>Adicionalmente, fornecemos o volume (<xref ref-type="table" rid="t6">Tabela 3</xref>) e a mortalidade anual (<xref ref-type="fig" rid="f10">Figura 5</xref>) dos procedimentos mais complexos e mais realizados na cirurgia cardiovacular desde 2008: Dissec&#231;&#227;o Aguda da Aorta, Cong&#234;nitas, CRM Isolada, CRM + Valva, Valva A&#243;rtica, Valva Mitral, e Valva A&#243;rtica + Valva Mitral.</p>
        <table-wrap id="t6">
          <label>Tabela 3</label>
          <caption>
            <title>Volume anual categorizado por tipo de Procedimento (2008 - 1S/2019)</title>
          </caption>
          <table frame="hsides" rules="groups">
            <colgroup>
              <col width="7%"/>
              <col width="7%"/>
              <col width="7%"/>
              <col width="7%"/>
              <col width="7%"/>
              <col width="7%"/>
              <col width="7%"/>
              <col width="7%"/>
              <col width="7%"/>
              <col width="7%"/>
              <col width="7%"/>
              <col width="7%"/>
              <col width="7%"/>
            </colgroup>
            <thead>
              <tr>
                <th align="left">
								</th>
                <th align="center">2008</th>
                <th align="center">2009</th>
                <th align="center">2010</th>
                <th align="center">2011</th>
                <th align="center">2012</th>
                <th align="center">2013</th>
                <th align="center">2014</th>
                <th align="center">2015</th>
                <th align="center">2016</th>
                <th align="center">2017</th>
                <th align="center">2018</th>
                <th align="center">1S 2019</th>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td align="left">Dissec&#231;&#227;o Aguda da Aorta</td>
                <td align="center">42</td>
                <td align="center">36</td>
                <td align="center">54</td>
                <td align="center">25</td>
                <td align="center">19</td>
                <td align="center">40</td>
                <td align="center">78</td>
                <td align="center">77</td>
                <td align="center">72</td>
                <td align="center">76</td>
                <td align="center">72</td>
                <td align="center">44</td>
              </tr>
              <tr>
                <td align="left">Cong&#234;nitas</td>
                <td align="center">466</td>
                <td align="center">446</td>
                <td align="center">466</td>
                <td align="center">530</td>
                <td align="center">500</td>
                <td align="center">573</td>
                <td align="center">638</td>
                <td align="center">617</td>
                <td align="center">566</td>
                <td align="center">617</td>
                <td align="center">612</td>
                <td align="center">332</td>
              </tr>
              <tr>
                <td align="left">CRM</td>
                <td align="center">715</td>
                <td align="center">660</td>
                <td align="center">607</td>
                <td align="center">634</td>
                <td align="center">665</td>
                <td align="center">583</td>
                <td align="center">611</td>
                <td align="center">622</td>
                <td align="center">547</td>
                <td align="center">523</td>
                <td align="center">554</td>
                <td align="center">381</td>
              </tr>
              <tr>
                <td align="left">CRM + Valva</td>
                <td align="center">76</td>
                <td align="center">68</td>
                <td align="center">65</td>
                <td align="center">68</td>
                <td align="center">79</td>
                <td align="center">88</td>
                <td align="center">89</td>
                <td align="center">62</td>
                <td align="center">40</td>
                <td align="center">67</td>
                <td align="center">46</td>
                <td align="center">39</td>
              </tr>
              <tr>
                <td align="left">Valva A&#243;rtica</td>
                <td align="center">176</td>
                <td align="center">153</td>
                <td align="center">138</td>
                <td align="center">153</td>
                <td align="center">164</td>
                <td align="center">211</td>
                <td align="center">215</td>
                <td align="center">191</td>
                <td align="center">198</td>
                <td align="center">173</td>
                <td align="center">214</td>
                <td align="center">109</td>
              </tr>
              <tr>
                <td align="left">Valva A&#243;rtica e Mitral</td>
                <td align="center">68</td>
                <td align="center">59</td>
                <td align="center">49</td>
                <td align="center">66</td>
                <td align="center">54</td>
                <td align="center">49</td>
                <td align="center">51</td>
                <td align="center">63</td>
                <td align="center">55</td>
                <td align="center">58</td>
                <td align="center">67</td>
                <td align="center">50</td>
              </tr>
              <tr>
                <td align="left">Valva Mitral</td>
                <td align="center">210</td>
                <td align="center">181</td>
                <td align="center">125</td>
                <td align="center">154</td>
                <td align="center">204</td>
                <td align="center">212</td>
                <td align="center">234</td>
                <td align="center">258</td>
                <td align="center">235</td>
                <td align="center">208</td>
                <td align="center">217</td>
                <td align="center">199</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <fig id="f10">
          <label>Figura 5</label>
          <caption>
            <title>Gr&#225;fico ano a ano do volume e da mortalidade dos procedimentos mais complexos e mais realizados na cirurgia cardiovascular desde 2008.</title>
          </caption>
          <graphic xlink:href="1678-4170-abc-114-04-0603-90736-gf05-pt.jpg"/></fig>
        <p>Para fins did&#225;ticos, decidimos comparar estes procedimentos tamb&#233;m nos per&#237;odos 4 e 5. Assim, na Disse&#231;&#227;o Aguda da Aorta, o volume anual m&#233;dio aumentou 66% (p = 0,1060) e a mortalidade caiu 11,2% (p = 0,0016). Na CRM + Valva o volume anual m&#233;dio caiu 22,4% (p = 0,1481) e a mortalidade caiu 12,1% (p = 0,0001). Na cirurgia da Valva Mitral, o volume anual m&#233;dio aumentou 34,1% (p = 0,1535) e a mortalidade caiu 6,4% (p &lt; 0,0001). Na cirurgia da Valva A&#243;rtica, o volume anual m&#233;dio aumentou 14,6% (p = 0,1481) e a mortalidade caiu 6,7% (p &lt; 0,0001). Na Cirurgia da Valva Mitral + Valvar A&#243;rtica, o volume anual m&#233;dio aumentou 22% (p = 0,2688) e a mortalidade caiu 11,9% (p &lt; 0,0001) (<xref ref-type="fig" rid="f10">Figura 5</xref>).</p>
        <p>Analisamos tamb&#233;m dois procedimentos considerados o estado da arte na cirurgia cardiovascular: a CRM sem Circula&#231;&#227;o Extracorp&#243;rea (CEC) e a Plastia Valvar, para os per&#237;odos 4 e 5. O volume anual m&#233;dio das CRM sem CEC diminuiu 49,8% (p = 0,0040) e a mortalidade aumentou 0,8% (p = 0,7018). Assim mesmo, o volume anual m&#233;dio das Plastias Valvares caiu 5,7% (p = 0,8081), mas a mortalidade caiu 3,8% (p = 0,0427).</p>
      </sec>
      <sec sec-type="discussion">
        <title>Discuss&#227;o</title>
        <p>Realizamos uma an&#225;lise de s&#233;ries temporais do volume e da mortalidade das cirurgias cardiovasculares em &gt;35 anos do InCor, uma das maiores institui&#231;&#245;es da Am&#233;rica Latina que, em 2016, estabeleceu seu PMCQ. Essas informa&#231;&#245;es s&#227;o provenientes do banco de dados do InCor, desde sua origem em 1984, na mesma &#233;poca em que era estabelecido o banco de dados do estado de Nova York.<xref ref-type="bibr" rid="B10">10</xref> Esse foi tamb&#233;m o per&#237;odo em que uma s&#233;rie de escores de risco come&#231;avam a surgir no mundo, com o intuito de estratificar pacientes, ajustar o risco e monitorar os resultados.<xref ref-type="bibr" rid="B11">11</xref>
				</p>
        <p>Essas iniciativas chegaram num momento em que os pacientes ficavam mais com&#243;rbidos e, ao mesmo tempo, eram realizadas cirurgias mais complexas devido ao aumento da expectativa de vida.<xref ref-type="bibr" rid="B12">12</xref> O cen&#225;rio se tornava ideal para come&#231;ar a medir resultados e otimizar estrat&#233;gias. Talvez, um dos projetos de maior impacto na melhoria cont&#237;nua dos resultados tenha sido a cria&#231;&#227;o do EuroSCORE<xref ref-type="bibr" rid="B13">13</xref> e do STS<xref ref-type="bibr" rid="B14">14</xref> que, atrav&#233;s do c&#225;lculo da mortalidade esperada, permitiu o planejamento, o preparo e, at&#233; mesmo, a busca por novas alternativas de tratamento para os pacientes. A partir da ado&#231;&#227;o desses instrumentos na pr&#225;tica cir&#250;rgica, o fen&#244;memo aconteceu. Enquanto os centros come&#231;avam a se medir, resultados observados come&#231;avam a melhorar ao ponto dos escores precisarem se recalibrar para sobreviver.<xref ref-type="bibr" rid="B15">15</xref>
				</p>
        <p>No InCor, as medi&#231;&#245;es come&#231;aram em 2007, com a incorpora&#231;&#227;o do EuroSCORE e o 2000 Bernstein Parsonnet no c&#225;lculo da mortalidade esperada.<xref ref-type="bibr" rid="B4">4</xref> Esses modelos, que foram primeiramente validados, serviram para a elabora&#231;&#227;o de um modelo pr&#243;prio: o InsCor.<xref ref-type="bibr" rid="B5">5</xref> Na evolu&#231;&#227;o dos resultados, isso corresponde ao per&#237;odo 4 desta an&#225;lise, per&#237;odo em que a cultura dos dados e da medi&#231;&#227;o dos resultados come&#231;ava a se afirmar, embora a diminui&#231;&#227;o do volume cir&#250;rgico do InCor, tanto no geral como nos subgrupos, levavam a um aumento proporcional das taxas de mortalidade cir&#250;rgica. Al&#233;m disso, nesse per&#237;odo, embora existissem algumas implementa&#231;&#245;es de melhoria, elas n&#227;o eram convergentes e, portanto, n&#227;o conseguiam ser estruturadas e muito menos sustent&#225;veis.</p>
        <p>O sucesso dos centros que j&#225; tinham come&#231;ado a trabalhar na organiza&#231;&#227;o e estrutura&#231;&#227;o dos programas de melhoria come&#231;ava a ficar evidente. Nessa vertente, em 2012, a Associa&#231;&#227;o Europeia de Cirurgia Cardio-Tor&#225;cica (EACTS) estabeleceu seu Programa de Melhoria da Qualidade (QUIP) com o objetivo de melhorar os resultados, bem como integrar estrat&#233;gias de melhoria da qualidade.<xref ref-type="bibr" rid="B16">16</xref>
				</p>
        <p>O Departamento de Cirurgia Cardiovascular do InCor come&#231;ou a criar iniciativas de melhoria atrav&#233;s de uma cultura organizacional que focava na diminui&#231;&#227;o dos resultados de mortalidade, seguindo as metas estabelecidas. Essas metas inicialmente seguiam dados hist&#243;ricos, o que significa crescer acima dos pr&#243;prios resultados. Essa &#233; uma das melhores formas de se criar resultados progressivos e sustent&#225;veis. Tendo em vista a import&#226;ncia dos registros multic&#234;ntricos e do aprendizado cont&#237;nuo e colaborativo, o InCor, atrav&#233;s de uma parceria com a SES-SP, e a FAPESP criaram, em 2013, o Registro Paulista de Cirurgias Cardiovasculares.<xref ref-type="bibr" rid="B6">6</xref> Ap&#243;s essa iniciativa, o InCor passou tamb&#233;m a entender melhor os resultados e a direcionar melhor suas estrat&#233;gias. Consequentemente, em 2016, o InCor, tendo amadurecido a cultura dos dados, convergiu suas a&#231;&#245;es de melhoria atrav&#233;s do estabelecimento do seu PMCQ.<xref ref-type="bibr" rid="B9">9</xref>
				</p>
        <p>Esta an&#225;lise foi realizada com 105.599 cirurgias cardiovasculares e podemos ver que, desde 1984, o volume cir&#250;rgico anual somente cresceu, sendo que o maior aumento aconteceu no 3&#186; per&#237;odo. A taxa anual de &#243;bitos aumentou progressivamente at&#233; o 4&#186; per&#237;odo. O crescimento importante do volume cir&#250;rgico, entre e o 2&#186; e 3&#186; per&#237;odos (35%), fez com que o aumento na taxa da mortalidade fosse insignificante (0,1%). No entanto, a queda importante do volume cir&#250;rgico no 4&#186; per&#237;odo (22,7%) fez com que a taxa de mortalidade aumentasse significativamente (2,9%). Embora o retorno do crescimento do volume cir&#250;rgico do 4&#186; para o 5&#186; per&#237;odo (6,7%) n&#227;o tenha sido significativo, a taxa de mortalidade caiu significativamente (2,8%). De qualquer forma, desde o in&#237;cio at&#233; o per&#237;odo atual do InCor, houve um aumento significativo do volume cir&#250;rgico (47,9%), com queda da taxa de mortalidade (0,8%).</p>
        <p>A queda significativa no volume cir&#250;rgico global do per&#237;odo 4 esteve relacionada diretamente com a queda significativa do volume cir&#250;rgico em todos os subgrupos, &#224; exce&#231;&#227;o do subgrupo da arritmia. Esse foi o dado mais not&#243;rio no grupo das CRM, muito provavelmente em decorr&#234;ncia da explos&#227;o de procedimentos percut&#226;neos, como a angioplastia coronariana.<xref ref-type="bibr" rid="B17">17</xref> Al&#233;m disso, novas evid&#234;ncias mudaram a pr&#225;tica do tratamento das doen&#231;as cardiovasculares, atrav&#233;s dos avan&#231;os no tratamento medicamentoso<xref ref-type="bibr" rid="B18">18</xref> e da precis&#227;o na indica&#231;&#227;o dos tratamentos cir&#250;rgicos.<xref ref-type="bibr" rid="B19">19</xref> Aqui, o papel da ci&#234;ncia &#233; equilibrar e ajustar o cen&#225;rio em benef&#237;cio dos melhores resultados para os pacientes.</p>
        <p>A diminui&#231;&#227;o do volume das CRM foi significativa entre o 3&#186; e 4&#186; per&#237;odo (42,3%). No entanto, podemos dizer que ele parou de cair, uma vez que, entre o 4&#186; e 5&#186; per&#237;odos, a queda foi de apenas 6,4% (p = 0,21). Podemos observar que, mesmo que o maior volume de CRM tenha acontecido no 3&#186; per&#237;odo, a taxa de mortalidade tamb&#233;m aumentou (0,5%). Embora n&#227;o tenha sido significativo, isso mostra o aumento do n&#250;mero de &#243;bitos nesse per&#237;odo. Como descrito acima, a incorpora&#231;&#227;o dos escores de risco na nossa pr&#225;tica aconteceu somente no in&#237;cio do 4&#186; per&#237;odo, o que pode explicar, em parte, os resultados observados. Com isso, a queda de 42,3% no volume das CRM no 4&#186; per&#237;odo penalizou, sem d&#250;vida, a taxa de mortalidade, que alcan&#231;ou 5,78% (p = 0,01). O que fica claro &#233; que, mesmo que a diminui&#231;&#227;o do volume n&#227;o tenha sido importante, no 5&#186; per&#237;odo, a taxa de mortalidade caiu 2,6% (p = 0,0001). Olhando para a <xref ref-type="fig" rid="f7">Figura 2</xref>, podemos identificar que a taxa de mortalidade nas CRM alcan&#231;ou 1% em 2019, uma marca hist&#243;rica e muito pr&#243;xima dos resultados dos melhores centros do mundo.<xref ref-type="bibr" rid="B20">20</xref>
				</p>
        <p>O volume de Cirurgias Valvares, que vinham tamb&#233;m num aumento progressivo, sofreu uma queda significativa no 4&#186; per&#237;odo (37,6%), com aumento significativo da mortalidade (5,5%). No entanto, no 5&#186; per&#237;odo, o volume cresceu 24,9% (p = 0,20) e houve queda de 6,5% na taxa de mortalidade (p = 0,0001). Como mostram os dados, isso n&#227;o &#233; explicado somente pelo aumento do volume, mas sim, pela melhoria cont&#237;nua dos resultados, que alcan&#231;aram, em 2019, uma mortalidade de 2% na cirurgia da valva mitral e de 5% na cirurgia da valva a&#243;rtica. Essa &#250;ltima dever&#225; continuar caindo com o aumento do encaminhamento dos casos mais graves para o implante percut&#226;neo de V&#225;lvula A&#243;rtica (TAVI).</p>
        <p>No grupo das cirurgias cong&#234;nitas, houve tamb&#233;m uma queda significativa do volume cir&#250;rgico no 4&#186; per&#237;odo (22,7%), o que pode ter influenciado o aumento significativo da mortalidade (6,9%). No entanto, mesmo com um aumento pouco expressivo do volume no 5&#186; per&#237;odo (16,1%), a mortalidade caiu significativamente (2,5%). Isso tamb&#233;m reflete as implementa&#231;&#245;es de melhoria cont&#237;nua do grupo e do departamento de cirurgia cardiovascular que, em 2019, j&#225; alcan&#231;am uma mortalidade de 7% (<xref ref-type="fig" rid="f9">Figura 4</xref>).</p>
        <p>Nas cirurgias de arritmia, o 5&#186; per&#237;odo foi bastante satisfat&#243;rio porque, al&#233;m de ter sido registrado um aumento significativo do volume cir&#250;rgico (389,5%), houve redu&#231;&#227;o da mortalidade em 1,2% (p = 0,0001).</p>
        <p>Em rela&#231;&#227;o aos procedimentos isolados, que vinham apresentando aumento expressivo desde 2008, por sua vez, comparamos o 4&#186; e 5&#186; per&#237;odos. Desse modo, observamos que os casos de Dissec&#231;&#227;o Aguda da Aorta aumentaram 66% (p = 0,1060) e a mortalidade caiu 11,2% (p = 0,0016). Em 2019, os resultados j&#225; alcan&#231;am 11%, sendo que a mortalidade m&#233;dia dos melhores centros &#233; &gt;20%.<xref ref-type="bibr" rid="B21">21</xref> Vale ressaltar que v&#225;rios protocolos foram estruturados em fun&#231;&#227;o do melhor momento para a abordagem cir&#250;rgica e a padroniza&#231;&#227;o da t&#233;cnica cir&#250;rgica. Nas CRM + valva, o volume anual m&#233;dio teve uma queda n&#227;o significativa de 22,4% (p = 0,1481); no entanto, houve uma queda significativa da mortalidade (12,1%). Em 2018, a mortalidade era de 8% e, em 2019, ainda n&#227;o tivemos &#243;bitos para esse procedimento associado. Na cirurgia da valva mitral, o volume anual m&#233;dio aumento foi de 34,1% (p = 0,1535), com queda na mortalidade de 6,4% (p &lt; 0,0001). At&#233; o primeiro per&#237;odo de 2019, a mortalidade j&#225; tinha alcan&#231;ado 2%. Na cirurgia da valva a&#243;rtica, o volume anual m&#233;dio aumentou 14,6% (p = 0,1481) e houve tamb&#233;m queda significativa da mortalidade (6,7%). Em 2019, a mortalidade tamb&#233;m seguiu uma tend&#234;ncia de queda, j&#225; tendo alcan&#231;ado 5%. Na cirurgia associada da valva mitral e valva a&#243;rtica, o volume anual m&#233;dio aumentou 22% (p = 0,2688) e a mortalidade caiu 11,9% (p &lt; 0,0001). O resultado significativo na mortalidade do grupo valvar &#233; produto tamb&#233;m de um trabalho muito intenso para o estabelecimento de uma linha de cuidados, do ambulat&#243;rio cir&#250;rgico multidisciplinar e da padroniza&#231;&#227;o das t&#233;cnicas cir&#250;rgicas. Al&#233;m disso, trata-se de uma popula&#231;&#227;o de alto risco, com 56% de pacientes reum&#225;ticos, 75% de pacientes em classe funcional III e IV e 31% de reopera&#231;&#245;es.<xref ref-type="bibr" rid="B22">22</xref>
				</p>
        <p>A finalidade desta an&#225;lise &#233; mostrar a evolu&#231;&#227;o da cirurgia cardiovascular num dos centros com maior volume cir&#250;rgico da Am&#233;rica Latina, onde &gt; 80%<xref ref-type="bibr" rid="B23">23</xref> dos pacientes s&#227;o do Sistema &#218;nico de Sa&#250;de, o que o faz com que o InCor seja um hospital de refer&#234;ncia, que trabalha de portas abertas para todo tipo de encaminhamento de pacientes e procedimentos. Certamente, a queda do volume cir&#250;rgico no 4&#186; per&#237;odo penalizou a mortalidade num cen&#225;rio que ainda focava no volume cir&#250;rgico, uma vez que h&#225; evid&#234;ncias de que a melhora da mortalidade, em fun&#231;&#227;o do volume, foi dando lugar &#224; melhora atrav&#233;s dos PMCQ,<xref ref-type="bibr" rid="B24">24</xref><sup>,</sup><xref ref-type="bibr" rid="B25">25</xref> inclusive em hospitais universit&#225;rios, como seria o nosso caso,<xref ref-type="bibr" rid="B26">26</xref> e em diversas partes do mundo.<xref ref-type="bibr" rid="B27">27</xref><sup>,</sup><xref ref-type="bibr" rid="B28">28</xref>
				</p>
        <p>Dentro do pacote de medidas do PMCQ do InCor, mencionado previamente, cabe destacar a implementa&#231;&#227;o do InCor <italic>Checklist</italic>. Esse projeto foi iniciado em 2014, mas foi somente a partir de 2016 que ele passou a ser obrigatoriamente realizado para todas as cirurgias. Os projetos de pesquisa dentro da &#225;rea de Qualidade e Seguran&#231;a favoreceram parcerias financiadas pela FAPESP, como a parceria com o Hospital de Fuwai, na China, e a parceria do REPLICCAR II com o Departamento de Sa&#250;de P&#250;blica da Universidade de Harvard (<ext-link ext-link-type="uri" xlink:href="http://www.repliccar.com.br">www.repliccar.com.br</ext-link>).</p>
        <p>Sem d&#250;vida, o maior desafio dever&#225; ser a sustentabilidade e, mais ainda, a melhoria cont&#237;nua dos resultados. Para atingir esse fim, estrat&#233;gias que visam &#224; diminui&#231;&#227;o da morbidade, &#224; otimiza&#231;&#227;o dos processos para diminui&#231;&#227;o do tempo de interna&#231;&#227;o e que foquem no aumento da experi&#234;ncia do paciente s&#227;o necess&#225;rias. Programas como esse poderiam ser escalonados no Brasil, focando na padroniza&#231;&#227;o e estrutura&#231;&#227;o cont&#237;nua de pr&#225;ticas de qualidade, independentemente do volume cir&#250;rgico.</p>
        <sec>
          <title>Limita&#231;&#245;es</title>
          <p>Podemos citar 3 limita&#231;&#245;es do presente estudo: 1) Trata-se de um estudo unic&#234;ntrico e retrospectivo, o que dificulta a generaliza&#231;&#227;o dos resultados. No entanto, o grande volume cir&#250;rgico e a exist&#234;ncia de um registro institucional, que se aperfei&#231;oa com o tempo, minimizam esse vi&#233;s. 2) A falta de estratifica&#231;&#227;o dos pacientes em fun&#231;&#227;o do risco dificulta entender se a diminui&#231;&#227;o na mortalidade cir&#250;rgica estaria mais relacionada com uma maior propor&#231;&#227;o de pacientes de baixo risco. Foi feita uma suban&#225;lise dos per&#237;odos mais recentes, de 2013 at&#233; 2019, e encontramos diminui&#231;&#227;o significativa da mortalidade, sem diferen&#231;as no volume cir&#250;gico e no risco estimado pelo EuroSCORE II. 3) O PMCQ se consolidou em 2016, mas a&#231;&#245;es de melhoria remontam ao ano de 2007. De fato, a&#231;&#245;es isoladas v&#234;m ocorrendo desde 2007, mas a formula&#231;&#227;o e estrutura&#231;&#227;o do PMCQ foram estabelecidas entre 2015 e 2016. Na pr&#225;tica, podemos dizer que o pacote de a&#231;&#245;es convergiu em 2016, o que explica a redu&#231;&#227;o da mortalidade para todos os grupos.</p>
        </sec>
      </sec>
      <sec sec-type="conclusions">
        <title>Conclus&#227;o</title>
        <p>Embora haja uma tend&#234;ncia recente ao aumento dos volumes cir&#250;rgicos, exceto no tocante &#224; CRM, ficou clara a redu&#231;&#227;o significativa da mortalidade cir&#250;rgica geral e nos grupos analisados. A consolida&#231;&#227;o do PMCQ do InCor esteve associada &#224; diminui&#231;&#227;o progressiva da mortalidade cir&#250;rgica, o que corrobora as evid&#234;ncias, independente do cen&#225;rio ou regi&#227;o. Ap&#243;s a consolida&#231;&#227;o do PMCQ, as taxas de mortalidade se aproximaram a dos padr&#245;es internacionais.</p>
      </sec>
    </body>
    <back>
      <fn-group>
        <fn fn-type="financial-disclosure">
          <p>
            <bold>Fontes de financiamento</bold>
          </p>
          <p>O presente estudo n&#227;o teve fontes de financiamento externas.</p>
        </fn>
        <fn fn-type="other">
          <p>
            <bold>Vincula&#231;&#227;o acad&#234;mica</bold>
          </p>
          <p>N&#227;o h&#225; vincula&#231;&#227;o deste estudo a programas de p&#243;s-gradua&#231;&#227;o.</p>
        </fn>
        <fn fn-type="other">
          <p>
            <bold>Aprova&#231;&#227;o &#233;tica e consentimento informado</bold>
          </p>
          <p>Este artigo n&#227;o cont&#233;m estudos com humanos ou animais realizados por nenhum dos autores.</p>
        </fn>
      </fn-group>
    </back>
  </sub-article>
</article>
