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  <front>
    <journal-meta>
      <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-loc>S&#227;o Paulo, SP, Brazil</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id" specific-use="scielo-v3">t3S9T5vfhpTpzD3QzdkJZKw</article-id>
      <article-id pub-id-type="other">00007</article-id>
      <article-id pub-id-type="publisher-id" specific-use="scielo-v2">S0066-782X2010001400007</article-id>
      <article-id pub-id-type="publisher-id" specific-use="scielo-v1">S0066-782X(10)09500407</article-id>
      <article-id pub-id-type="doi">10.1590/S0066-782X2010005000107</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Artigos Originais</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Valida&#231;&#227;o de um escore para predi&#231;&#227;o de eventos hemorr&#225;gicos em s&#237;ndromes coronarianas agudas</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Correia</surname>
            <given-names>Luis C. L.</given-names>
          </name>
          <xref ref-type="aff" rid="aff01"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Merelles</surname>
            <given-names>Saulo</given-names>
          </name>
          <xref ref-type="aff" rid="aff01"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Vasconcelos</surname>
            <given-names>Ana</given-names>
          </name>
          <xref ref-type="aff" rid="aff01"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Cerqueira</surname>
            <given-names>Thais</given-names>
          </name>
          <xref ref-type="aff" rid="aff01"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Reis</surname>
            <given-names>Tiago</given-names>
          </name>
          <xref ref-type="aff" rid="aff01"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Esteves</surname>
            <given-names>Carolina</given-names>
          </name>
          <xref ref-type="aff" rid="aff01"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Lima</surname>
            <given-names>Jos&#233; C.</given-names>
          </name>
          <xref ref-type="aff" rid="aff01"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Esteves</surname>
            <given-names>J. P&#233;ricles</given-names>
          </name>
          <xref ref-type="aff" rid="aff01"/>
        </contrib>
      </contrib-group>
      <aff id="aff01">
        <addr-line>
          <named-content content-type="city">Salvador</named-content>
          <named-content content-type="state">Bahia</named-content>
        </addr-line>
        <institution content-type="orgname">Escola Bahiana de Medicina e Sa&#250;de P&#250;blica</institution>
        <institution content-type="orgdiv1">Hospital Portugu&#234;s </institution>
        <country country="BR">Brazil</country>
      </aff>
      <pub-date date-type="collection" publication-format="electronic">
        <month>10</month>
        <year>2010</year>
      </pub-date>
      <volume>95</volume>
      <issue>4</issue>
      <fpage>457</fpage>
      <lpage>463</lpage>
      <history>
        <date date-type="rev-recd">
          <day>09</day>
          <month>07</month>
          <year>2009</year>
        </date>
        <date date-type="received">
          <day>09</day>
          <month>07</month>
          <year>2009</year>
        </date>
        <date date-type="accepted">
          <day>29</day>
          <month>10</month>
          <year>2009</year>
        </date>
      </history>
      <permissions>
        <license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by-nc/4.0/" xml:lang="en">
          <license-p>This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.</license-p>
        </license>
      </permissions>
      <abstract>
        <p>FUNDAMENTO: Sangramento &#233; uma complica&#231;&#227;o grave em pacientes tratados para s&#237;ndromes coronarianas agudas (SCA) com antitromb&#243;ticos e terapias invasivas. Consequentemente, o benef&#237;cio dessas terapias deve ser analisado contra os potenciais riscos de complica&#231;&#245;es hemorr&#225;gicas. Desta forma, a determina&#231;&#227;o de um escore para estimar o risco individual de sangramento pode representar uma importante ferramenta na tomada de decis&#245;es cl&#237;nicas. OBJETIVO: Criar e validar um escore de risco de sangramento para pacientes com SCA. M&#201;TODOS: Foram utilizados preditores independentes de sangramento relatados pelo Registro GRACE. Vari&#225;veis com odds ratio (OR) &gt; 2,5 nesse Registro somaram 3 pontos (hist&#243;rico anterior de sangramento), OR=1,5-2,4 somaram 2 pontos (clearance de creatinina&lt; 30 ml/min, sexo feminino) e aquelas com OR &lt; 1,5 somaram 1 ponto (clearance entre 30 e 60 ml/min, a cada 10 anos de idade &gt; 30, infra ou supra-desnivelamento do segmento ST, doen&#231;a arterial perif&#233;rica e fumo). O escore foi validado em uma coorte de 383 indiv&#237;duos com SCA. Sangramento hospitalar foi definido como queda de hemat&#243;crito &gt; 10%, transfus&#227;o de sangue &gt; 2 unidades, sangramento intracerebral ou sangramento fatal. RESULTADOS: A incid&#234;ncia de eventos hemorr&#225;gicos foi de 3,1% e a estat&#237;stica-C do escore foi 0,66 (IC95% = 0,52-0,80), indicando capacidade preditiva para esses eventos. Aqueles com escore &gt; 7 apresentaram 6% de incid&#234;ncia de sangramento, comparados com 1,9% se o escore era &lt; 7 (RR=3,2; IC95%=1,04-9,9; p=0,03). Houve uma intera&#231;&#227;o entre um escore &gt; 7 e um maior risco imposto pelo tratamento com Clopidogrel (p=0,02), bloqueadores IIb/IIIa (p=0,06) e revasculariza&#231;&#227;o cir&#250;rgica (p &lt; 0,001). CONCLUS&#195;O: O escore discrimina o risco de sangramento e &#233; potencialmente &#250;til na tomada de decis&#227;o cl&#237;nica em SCA.</p>
      </abstract>
      <kwd-group xml:lang="pt" kwd-group-type="author-generated">
        <kwd>Hemorragia</kwd>
        <kwd>risco</kwd>
        <kwd>s&#237;ndrome coronariana aguda</kwd>
      </kwd-group>
      <pub-date publication-format="electronic" date-type="pub">
        <day>13</day>
        <month>08</month>
        <year>2010</year>
      </pub-date>
    </article-meta>
  </front>
  <body>
    <p>ARTIGO ORIGINAL </p>
    <p> CORONARIOPATIA AGUDA </p>
    <p>
      <bold>Valida&#231;&#227;o de um escore para predi&#231;&#227;o de eventos hemorr&#225;gicos em s&#237;ndromes coronarianas agudas</bold>
    </p>
    <p>
      <bold>Luis C. L. Correia; Saulo Merelles; Ana Vasconcelos; Thais Cerqueira; Tiago Reis; Carolina Esteves; Jos&#233; C. Lima; J. P&#233;ricles Esteves</bold>
    </p>
    <p> Escola Bahiana de Medicina, Hospital Portugu&#234;s, Salvador, BA - Brasil</p>
    <p>
      <xref ref-type="corresp" rid="nt">Correspond&#234;ncia</xref>
    </p>
    <p>
      <bold>RESUMO</bold>
    </p>
    <p><bold>FUNDAMENTO: </bold>Sangramento &#233; uma complica&#231;&#227;o grave em pacientes tratados para s&#237;ndromes coronarianas agudas (SCA) com antitromb&#243;ticos e terapias invasivas. Consequentemente, o benef&#237;cio dessas terapias deve ser analisado contra os potenciais riscos de complica&#231;&#245;es hemorr&#225;gicas. Desta forma, a determina&#231;&#227;o de um escore para estimar o risco individual de sangramento pode representar uma importante ferramenta na tomada de decis&#245;es cl&#237;nicas. </p>
    <p><bold>OBJETIVO: </bold>Criar e validar um escore de risco de sangramento para pacientes com SCA. </p>
    <p><bold>M&#201;TODOS: </bold>Foram utilizados preditores independentes de sangramento relatados pelo Registro GRACE. Vari&#225;veis com <italic>odds ratio</italic> (OR) <underline>&gt;</underline> 2,5 nesse Registro somaram 3 pontos (hist&#243;rico anterior de sangramento), OR=1,5-2,4 somaram 2 pontos (clearance de creatinina&lt; 30 ml/min, sexo feminino) e aquelas com OR &lt; 1,5 somaram 1 ponto (clearance entre 30 e 60 ml/min, a cada 10 anos de idade &gt; 30, infra ou supra-desnivelamento do segmento ST, doen&#231;a arterial perif&#233;rica e fumo). O escore foi validado em uma coorte de 383 indiv&#237;duos com SCA. Sangramento hospitalar foi definido como queda de hemat&#243;crito <underline>&gt;</underline> 10%, transfus&#227;o de sangue <underline>&gt;</underline> 2 unidades, sangramento intracerebral ou sangramento fatal. </p>
    <p><bold>RESULTADOS:</bold> A incid&#234;ncia de eventos hemorr&#225;gicos foi de 3,1% e a estat&#237;stica-C do escore foi 0,66 (IC95% = 0,52-0,80), indicando capacidade preditiva para esses eventos. Aqueles com escore <underline>&gt;</underline> 7 apresentaram 6% de incid&#234;ncia de sangramento, comparados com 1,9% se o escore era &lt; 7 (RR=3,2; IC95%=1,04-9,9; p=0,03). Houve uma intera&#231;&#227;o entre um escore <underline>&gt;</underline> 7 e um maior risco imposto pelo tratamento com Clopidogrel (p=0,02), bloqueadores IIb/IIIa (p=0,06) e revasculariza&#231;&#227;o cir&#250;rgica (p &lt; 0,001). </p>
    <p><bold>CONCLUS&#195;O: </bold>O escore discrimina o risco de sangramento e &#233; potencialmente &#250;til na tomada de decis&#227;o cl&#237;nica em SCA.</p>
    <p><bold>Palavras-chave: </bold>Hemorragia, risco, s&#237;ndrome coronariana aguda.</p>
    <p>
      <bold>Introdu&#231;&#227;o</bold>
    </p>
    <p>As s&#237;ndromes coronarianas agudas (SCA) est&#227;o associadas a taxas significantes de eventos isqu&#234;micos recorrentes em curto<sup>1,2</sup> e longo prazo<sup>3</sup>. Para reduzir a chance de eventos recorrentes, s&#227;o indicados a terapia antitromb&#243;tica e procedimentos invasivos, &#224; custa de um aumento do risco de complica&#231;&#245;es devido a sangramentos<sup>4,5</sup>. Nesse contexto, os preditores independentes de sangramento tem sido relatados em diversos estudos<sup>6-9</sup>. Para que este conhecimento seja aplicado conjuntamente na estimativa do risco individual de sangramento, um escore que integre as diversas vari&#225;veis preditoras se faz necess&#225;rio.</p>
    <p>Alguns fatos sugerem que um escore de sangramento tem grande utilidade na pr&#225;tica cl&#237;nica: sangramento est&#225; associado a um crescimento significante na letalidade de SCA, variando de 6% a 17% de aumento absoluto de mortes em curto prazo, de acordo com diferentes estudos<sup>7-9</sup>; os mesmos tratamentos (terapia antitromb&#243;tica e procedimentos coronarianos invasivos) utilizados para prevenir a recorr&#234;ncia de eventos isqu&#234;micos aumentam, paradoxalmente, a incid&#234;ncia de sangramento<sup>4,5</sup>. Finalmente, a retirada da terapia antitromb&#243;tica durante eventos hemorr&#225;gicos aumenta a vulnerabilidade dos pacientes a eventos isqu&#234;micos<sup>9</sup>. Portanto, &#233; importante comparar o risco de eventos isqu&#234;micos e o risco de sangramento em cada indiv&#237;duo, para definir o qu&#227;o agressivo o tratamento deve ser. Por exemplo, os indiv&#237;duos com baixo risco de sangramento e de alto risco isqu&#234;mico devem se beneficiar com uma terapia antitromb&#243;tica agressiva, enquanto aqueles com alto risco de sangramento e baixo risco isqu&#234;mico n&#227;o deveriam receber terapia antitromb&#243;tica intensa.</p>
    <p>O presente estudo criou e testou um escore para estimar a chance de complica&#231;&#245;es de sangramento em indiv&#237;duos admitidos com SCA. O escore foi constru&#237;do com base na literatura pr&#233;via sobre preditores de sangramento, e foi validado em uma coorte local de pacientes hospitalizados com angina inst&#225;vel, com infarto agudo do mioc&#225;rdio sem supradesnivelamento ou com supradesnivelamento do segmento ST.</p>
    <p>
      <bold>M&#233;todos</bold>
    </p>
    <p>
      <bold>Sele&#231;&#227;o da amostra</bold>
    </p>
    <p>Foram considerados candidatos para o estudo pacientes com mais de 18 anos, consecutivamente internados na Unidade Coronariana do Hospital Portugu&#234;s entre 1999 e 2007, devido a s&#237;ndromes coronarianas agudas. Os crit&#233;rios de inclus&#227;o foram definidos como dor tor&#225;cica ou equivalente, de in&#237;cio a menos de 24 horas da admiss&#227;o e pelo menos uma das seguintes caracter&#237;sticas: 1) altera&#231;&#245;es isqu&#234;micas no eletrocardiograma, definidas pela invers&#227;o din&#226;mica da onda T, infra ou supradesnivelamento do segmento ST; 2) eleva&#231;&#227;o dos marcadores s&#233;ricos de necrose mioc&#225;rdica; 3) hist&#243;rico pr&#233;vio de doen&#231;a coronariana. Todos os participantes forneceram consentimento livre e esclarecido e o protocolo foi aprovado pelo Comit&#234; de &#201;tica em Pesquisa Humana da Institui&#231;&#227;o.</p>
    <p>
      <bold>Escore de sangramento</bold>
    </p>
    <p>Para criar o escore de sangramento, foram utilizados os dados sobre preditores de sangramento publicados pelo Registro GRACE<sup>9</sup>. Com base nesse Registro, os preditores independentes de sangramento foram inclu&#237;dos no escore, de acordo com a seguinte regra: 1 ponto se o <italic>odds ratio</italic> &lt; 1,5 no registro, 2 pontos se <italic>odds ratio</italic> entre 1,5 e 2,4, e 3 pontos quando <italic>odds ratio</italic> <underline>&gt;</underline> 2,5. Como o objetivo era um escore de admiss&#227;o, somente as vari&#225;veis tipicamente dispon&#237;veis na admiss&#227;o foram consideradas. Portanto, o escore consistiu das seguintes vari&#225;veis: hist&#243;rico de sangramento (3 pontos), clearance de creatinina &lt; 30 ml/min (2 pontos), clearance de creatinina entre 30 e 59 ml/min (1 ponto), sexo feminino (1 ponto), doen&#231;a arterial perif&#233;rica (1 ponto), fumo (1 ponto) e infra ou supra-desnivelamento do segmento ST (1 ponto), e cada d&#233;cada de idade acima de 30 anos (1 ponto). A clearance de creatinina foi calculado de acordo com a f&#243;rmula de Cockcroft-Gault<sup>10</sup>.</p>
    <p>
      <bold>Defini&#231;&#227;o de <italic>endpoints</italic></bold>
    </p>
    <p>Sangramentos clinicamente manifestos foram definidos quando pelo menos um dos crit&#233;rios estivesse presente: queda de hemat&#243;crito <underline>&gt;</underline> 10%, necessidade de transfus&#227;o <underline>&gt;</underline> 2 unidades, hemorragia cerebral ou hemorragia fatal<sup>9</sup>. Dessa forma, somente grandes eventos hemorr&#225;gicos foram levados em considera&#231;&#227;o. Eventos isqu&#234;micos recorrentes durante a hospitaliza&#231;&#227;o foram definidos como evento composto de infarto agudo do mioc&#225;rdio n&#227;o fatal ou angina inst&#225;vel recorrente. O infarto agudo do mioc&#225;rdio como desfecho foi definido como nova onda Q ou eleva&#231;&#227;o de troponina durante a hospitaliza&#231;&#227;o apesar dos valores normais nas primeiras 24 horas. Para pacientes com infarto na admiss&#227;o, um novo pico de CK-MB massa (&gt; 50% do valor anterior e acima do valor normal) foi necess&#225;rio para o diagn&#243;stico de reinfarto. A angina inst&#225;vel recorrente foi definida por um dos seguintes crit&#233;rios: dor precordial associada a decis&#227;o m&#233;dica de administrar nitratos sublinguais ou iniciar a administra&#231;&#227;o intravenosa de nitratos, altera&#231;&#245;es eletrocardiogr&#225;ficas din&#226;micas e decis&#227;o m&#233;dica de realizar procedimento emergencial de angiografia coronariana. Morte hospitalar tamb&#233;m foi registrada como um desfecho cardiovascular. </p>
    <p>
      <bold>An&#225;lise de dados</bold>
    </p>
    <p>A capacidade discriminat&#243;ria do escore de sangramento foi testada pela estat&#237;stica-C, definida como a &#225;rea sob a curva ROC (receiver operator characteristic), enquanto calibra&#231;&#227;o (risco observado <italic>vs</italic> risco previsto) foi avaliada pelo teste de Hosmer-Lemeshow. Com base na curva ROC, o ponto de corte mais preciso para a predi&#231;&#227;o de sangramento foi identificado. Ent&#227;o, os indiv&#237;duos foram dicotomizados de acordo com esse ponto de corte e a incid&#234;ncia de sangramento comparada entre os dois grupos pelo teste de Qui-quadrado. Al&#233;m disso, a incid&#234;ncia de sangramento foi comparada entre os tr&#234;s tercis do escore de sangramento e o p para tend&#234;ncia foi obtido pelo teste Qui-quadrado <italic>linear-by-linear</italic>. Com o objetivo de avaliar se a associa&#231;&#227;o entre o escore e os eventos hemorr&#225;gicos dependia das estrat&#233;gias de tratamento agindo como vari&#225;veis confundidoras, os tratamentos farmacol&#243;gicos e invasivos foram comparados entre os grupos dicotomizados pelo escore, usando o teste Qui-quadrado. Al&#233;m disso, an&#225;lise de regress&#227;o l&#243;gica foi utilizada para avaliar a intera&#231;&#227;o entre o escore e o tratamento.</p>
    <p>O escore GRACE para mortalidade hospitalar foi calculado para todos os pacientes<sup>11</sup>. Coeficiente de correla&#231;&#227;o de Spearman foi usado para testar a associa&#231;&#227;o entre o escore GRACE e o escore de sangramento. Al&#233;m disso, o escore GRACE foi dicotomizado usando o ponto de corte de 141, o qual define os indiv&#237;duos de alto risco de acordo com a literatura pr&#233;via<sup>11</sup>. Finalmente, morte hospitalar e eventos isqu&#234;micos recorrentes foram comparados entre os indiv&#237;duos com eventos de sangramento e aqueles livres de sangramento pelo teste Qui-quadrado. </p>
    <p>Vari&#225;veis ordinais (escores) foram expressas como medianas (intervalo interquartil), e vari&#225;veis cont&#237;nuas como m&#233;dias e desvios padr&#227;o. Para a an&#225;lise das caracter&#237;sticas basais, as vari&#225;veis cont&#237;nuas foram comparadas entre os dois grupos pelo teste <italic>t</italic> de <italic>Student</italic> e as vari&#225;veis categ&#243;ricas pelo teste Qui-quadrado ou teste exato de Fisher. O pacote de <italic>software</italic> SPSS, vers&#227;o 10.0, foi usado para a an&#225;lise de dados e um valor de p &lt; 0,05 foi considerado estatisticamente significante. </p>
    <p>
      <bold>Resultados</bold>
    </p>
    <p>
      <bold>Popula&#231;&#227;o amostral</bold>
    </p>
    <p>Trezentos e oitenta e tr&#234;s pacientes foram estudados, com idade de 66 &#177; 12 anos, 42% mulheres, 21% admitidos com infarto com supradesnivelamento do segmento ST, 29% com infarto sem supradesnivelamento do segmento ST e o restante com angina inst&#225;vel. A incid&#234;ncia de grandes sangramentos durante a hospitaliza&#231;&#227;o foi 3,1%. O escore GRACE para a mortalidade hospitalar apresentou uma mediana de 111 (intervalo interquartil: 92-133), indicando que metade dos pacientes foi considerada como apresentando pelo menos risco moderado para complica&#231;&#245;es isqu&#234;micas (escore GRACE &gt; 109). As caracter&#237;sticas cl&#237;nicas s&#227;o mostradas na <xref ref-type="table" rid="tab01">Tabela 1</xref>.</p>
    <table-wrap id="tab01">
      <graphic xlink:href="1678-4170-abc-95-04-0457-00107-gt01.jpg"/></table-wrap>
    <p>
      <bold>Capacidade preditora do escore de sangramento</bold>
    </p>
    <p>O escore de sangramento apresentou uma mediana de 5 (intervalo interquartil: 4-7). Considerando os componentes do escore, clearance de creatinina entre 30 e 60 ml/min, sexo feminino, infra ou supradesnivelamento do segmento ST foram os mais prevalentes, enquanto a doen&#231;a arterial perif&#233;rica e fumo foram menos frequentes (&lt; 20% cada), ao passo que o sangramento pr&#233;vio e clearance &lt; 30ml/min foram raros (&lt; 3%) - <xref ref-type="table" rid="tab01">Tabela 1</xref>. A estat&#237;stica-C do escore foi de 0,66 (IC95%: 0,52-0,80), indicando uma capacidade de predi&#231;&#227;o significante de eventos de sangramento durante a hospitaliza&#231;&#227;o - <xref ref-type="fig" rid="fig01">Figura 1</xref>. O ponto apresentando a melhor acur&#225;cia preditiva foi 7, e a incid&#234;ncia de sangramento grave hospitalar em indiv&#237;duos com um escore <underline>&gt;</underline> 7 foi de 6%, comparado com 1,9% em indiv&#237;duos com escore &lt; 7 (risco relativo = 3,2; IC95% = 1,04-9,9; p=0,03). Quando a popula&#231;&#227;o amostral foi dividida em tercis do escore de sangramento, as incid&#234;ncias no primeiro, segundo e terceiro tercis foram progressivamente mais altas (1,6%, 2,7% e 6%, respectivamente; p para tend&#234;ncia = 0,03). O valor de p de Hosmer-Lemeshow para o escore foi de 0,49, indicando uma boa calibra&#231;&#227;o.</p>
    <fig id="fig01">
      <graphic xlink:href="1678-4170-abc-95-04-0457-00107-gf01.jpg"/></fig>
    <p>
      <bold>Influ&#234;ncia do tratamento na incid&#234;ncia de sangramento </bold>
    </p>
    <p>Os tratamentos farmacol&#243;gicos e intervencionistas foram similares entre os grupos com escore <underline>&gt;</underline> 7 e &lt; 7, indicando que a capacidade preditiva do escore foi independente do tratamento estabelecido - <xref ref-type="table" rid="tab02">Tabela 2</xref>. Para avaliar se a associa&#231;&#227;o entre sangramento e tratamento invasivo ou antitromb&#243;tico foi modificada pelo escore, os termos de intera&#231;&#227;o foram calculados por regress&#227;o log&#237;stica. A intera&#231;&#227;o entre o tratamento e o escore <underline>&gt;</underline> 7 foi significante para Clopidogrel (p = 0,02) e revasculariza&#231;&#227;o cir&#250;rgica (p &lt; 0,001), e uma tend&#234;ncia foi observada com bloqueadores dos receptores GP IIb/IIIa (p = 0.06). Somente indiv&#237;duos com um escore <underline>&gt;</underline> 7 apresentaram aumento de sangramento com esses medicamentos - <xref ref-type="fig" rid="fig02">Figura 2</xref>. Quando comparados com pacientes n&#227;o-cir&#250;rgicos, a cirurgia foi associada com um aumento de 15 vezes em eventos hemorr&#225;gicos em indiv&#237;duos com um escore <underline>&gt;</underline> 7, enquanto o aumento era de apenas 3 vezes se o paciente apresentasse um escore &lt; 7 - <xref ref-type="fig" rid="fig03">Figura 3</xref>. De forma inversa, n&#227;o houve intera&#231;&#227;o entre o escore e a terapia trombol&#237;tica (p = 0,16) e angioplastia (p=0,23). </p>
    <p content-type="asset">
      <fig id="fig02">
        <graphic xlink:href="1678-4170-abc-95-04-0457-00107-gf02.jpg"/></fig>
    </p>
    <p content-type="asset">
      <fig id="fig03">
        <graphic xlink:href="1678-4170-abc-95-04-0457-00107-gf03.jpg"/></fig>
    </p>
    <table-wrap id="tab02">
      <graphic xlink:href="1678-4170-abc-95-04-0457-00107-gt02.jpg"/></table-wrap>
    <p>
      <bold>Rela&#231;&#227;o entre a predi&#231;&#227;o de sangramento e predi&#231;&#227;o de morte isqu&#234;mica</bold>
    </p>
    <p>Quando o risco de sangramento &#233; diferente do risco isqu&#234;mico, h&#225; uma defini&#231;&#227;o perfeitamente clara da melhor abordagem em rela&#231;&#227;o &#224;s terapias anti-isqu&#234;micas que aumentam os eventos de sangramento. Portanto, &#233; importante avaliar o escore de sangramento em rela&#231;&#227;o ao escore GRACE. Houve uma correla&#231;&#227;o positiva entre o escore de sangramento e o escore GRACE (R=0,59; p &lt; 0,001) - <xref ref-type="fig" rid="fig03">Figura 3</xref>. Sessenta e um por cento dos pacientes foram definidos como apresentando baixo risco tanto para sangramento (escore <underline>&gt;</underline> 7) quanto para a morte isqu&#234;mica (escore GRACE <underline>&gt;</underline> 140), enquanto 11,5% foram classificados como apresentando alto risco por ambos os escores. Por outro lado, os dois escores apresentaram discord&#226;ncia em 28% dos indiv&#237;duos, 18% foram definidos como apresentando alto risco de sangramento e baixo risco de morte isqu&#234;mica e 9,5% como apresentando baixo risco de sangramento e alto risco de morte isqu&#234;mica - <xref ref-type="fig" rid="fig02">Figura 2</xref>. </p>
    <p>
      <bold>Sangramento como um fator de risco para eventos isqu&#234;micos</bold>
    </p>
    <p>Indiv&#237;duos que apresentaram grandes eventos hemorr&#225;gicos durante a hospitaliza&#231;&#227;o apresentaram maior incid&#234;ncia de eventos isqu&#234;micos recorrentes quando comparados aos que n&#227;o tiveram hemorragia (50% <italic>vs</italic> 23%, p=0,03). De acordo com esses dados, a morte hospitalar foi mais frequente em indiv&#237;duos com grandes sangramentos (25% <italic>vs</italic> 3,5%, p=0,01).</p>
    <p>
      <bold>Discuss&#227;o</bold>
    </p>
    <p>O presente estudo prop&#244;s um escore para estimar o risco de sangramento em indiv&#237;duos hospitalizados com SCA. Este escore apresentou um desempenho razo&#225;vel em rela&#231;&#227;o &#224; discrimina&#231;&#227;o e uma boa calibra&#231;&#227;o, j&#225; que indiv&#237;duos com um escore <underline>&gt;</underline> 7 apresentaram uma incid&#234;ncia 3 vezes maior de eventos de sangramento. Al&#233;m disso, a an&#225;lise da intera&#231;&#227;o mostrou que o escore foi capaz de discriminar indiv&#237;duos vulner&#225;veis &#224; eventos de sangramento relacionados com a terapia.</p>
    <p>Comparado a escores j&#225; validados, a capacidade discriminat&#243;ria do presente escore medido pela estat&#237;stica-C de 0,66, pode ser considerada aceit&#225;vel. Por exemplo, um escore recentemente validado para a predi&#231;&#227;o de sangramento durante interven&#231;&#227;o coronariana percut&#226;nea foi considerado &#250;til com base na estat&#237;stica-C de 0,62<sup>12</sup>; o escore de risco TIMI tem uma estat&#237;stica-C de 0,68 para mortalidade em SCA; e a estat&#237;stica-C do escore de Framingham varia entre 0,65 e 0,85 de acordo com a popula&#231;&#227;o estudada<sup>13,14</sup>. Por outro lado, devemos reconhecer que estudos adicionais s&#227;o necess&#225;rios para identificar novos preditores capazes de melhorar a atual capacidade do escore de sangramento. </p>
    <p>Foi observada uma correla&#231;&#227;o direta entre o escore de sangramento e o escore de mortalidade isqu&#234;mica GRACE, provavelmente devido &#224;s vari&#225;veis comuns entre os dois, tais como idade, fun&#231;&#227;o renal e infra ou supradesnivelamento do segmento ST. Apesar disso, de acordo com esses escores, cerca de um ter&#231;o dos pacientes apresentou um alto risco de sangramento com um baixo risco de isquemia ou vice-versa. Os escores apresentam uma defini&#231;&#227;o clara de risco-benef&#237;cio para esses pacientes. Para o restante dos pacientes, &#225;rvores de decis&#227;o mais complexas devem ser usadas com base nas estimativas de risco dos escores. </p>
    <p>No presente estudo, a incid&#234;ncia de sangramento de 3,1% foi similar &#224;quela relatada em diferentes coortes<sup>6-9,15,16</sup>, indicando a validade externa de nossa popula&#231;&#227;o amostral. Os estudos diferem em rela&#231;&#227;o &#224;s defini&#231;&#245;es de grandes sangramentos. Alguns s&#227;o conservadores e definem grandes sangramentos como dependendo exclusivamente das manifesta&#231;&#245;es clinicas, tais como os crit&#233;rios GUSTO. Outros s&#227;o mais liberais e utilizam crit&#233;rios laboratoriais junto com crit&#233;rios cl&#237;nicos<sup>17</sup>. Escolhemos definir sangramento maior tanto pelos crit&#233;rios cl&#237;nicos (hemorragia cerebral, fatal ou necessidade de transfus&#227;o) quanto pelos crit&#233;rios laboratoriais (queda do hemat&#243;crito &gt; 10%), porque essa defini&#231;&#227;o de sangramento &#233; mais sens&#237;vel para detectar complica&#231;&#245;es indesej&#225;veis.</p>
    <p>Diversos estudos relataram preditores independentes de sangramento<sup>6-9,15,16</sup>. N&#243;s escolhemos usar os dados fornecidos pelo registro GRACE<sup>9</sup>, porque este utilizou a maior coorte, e &#233; um registro puramente observacional, em oposi&#231;&#227;o a algumas coortes origin&#225;rias de ensaios cl&#237;nicos<sup>6,7</sup>. Apesar de algumas varia&#231;&#245;es entre os estudos, em geral as coortes fornecem resultados similares em rela&#231;&#227;o aos preditores. Estes estudos relataram tratamentos antitromb&#243;ticos e invasivos como preditores de sangramento. Contudo, n&#243;s escolhemos n&#227;o incluir as vari&#225;veis de tratamento no c&#225;lculo do escore, para que este se torne mais &#250;til para determinar o risco basal na admiss&#227;o, antes que as escolhas de tratamento tenham sido feitas.</p>
    <p>Limita&#231;&#245;es do estudo devem ser reconhecidas. Nossa amostra &#233; grande o suficiente para fornecer um grau de certeza aceit&#225;vel de que nossos resultados n&#227;o &#233; fruto do acaso, mas a frequ&#234;ncia dos eventos de sangramento em cada subgrupo definido pelo escore n&#227;o deve ser vista como uma estimativa precisa, devido &#224; limita&#231;&#227;o do tamanho da amostra. Por exemplo, relatamos que um escore de alto risco implica em uma probabilidade de 6% de sangramento. Contudo, o intervalo de confian&#231;a de 95% para esta incid&#234;ncia &#233; de 2,7% a 12%. Dessa forma, estudos maiores s&#227;o necess&#225;rios para melhor quantificar o risco absoluto relacionado aos resultados do escore. Segundo, devido &#224; pequena amostragem, n&#227;o foi poss&#237;vel estratificar os indiv&#237;duos em mais do que tr&#234;s grupos de risco. O escore ser&#225; mais &#250;til quando estratificar pacientes em diversos grupos de risco de sangramento. Em outras palavras, quando amostras maiores s&#227;o estudadas, subgrupos de risco maior que 6% ser&#227;o identificados. Terceiro, embora o efeito ben&#233;fico da utiliza&#231;&#227;o do escore seja bastante plaus&#237;vel, a efic&#225;cia do escore na tomada de decis&#227;o cl&#237;nica ainda precisa ser demonstrada atrav&#233;s de estudos cl&#237;nicos randomizados.</p>
    <p>
      <bold>Conclus&#227;o</bold>
    </p>
    <p>O presente estudo valida um escore para determinar o risco de sangramento durante a hospitaliza&#231;&#227;o por SCA e sugere o uso dessa ferramenta como um meio de otimizar as decis&#245;es terap&#234;uticas direcionadas &#224; redu&#231;&#227;o de eventos isqu&#234;micos. </p>
    <p>
      <bold>Potencial Conflito de Interesses</bold>
    </p>
    <p>Declaro n&#227;o haver conflito de interesses pertinentes.</p>
    <p>
      <bold>Fontes de Financiamento</bold>
    </p>
    <p>O presente estudo n&#227;o teve fontes de financiamento externas.</p>
    <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>
    <p>
      <fn id="nt" fn-type="corresp">
        <p><inline-graphic xlink:href="https://minio.scielo.br/documentstore/1678-4170/t3S9T5vfhpTpzD3QzdkJZKw/1e68f026caaca957f64d1151b60df62abb2df059.gif"/> Correspond&#234;ncia: </p>
        <p> Luis C. L. Correia </p>
        <p> Av. Princesa Leopoldina, 19/402 - 40150-080 - Salvador, BA - Brasil </p>
        <p> E-mail: </p>
        <p>
          <email xlink:href="lccorreia@terra.com.br">lccorreia@terra.com.br</email>
        </p>
      </fn>
    </p>
    <p> Artigo recebido em 09/07/09; revisado recebido em 09/07/09; aceito em 29/10/09.</p>
  </body>
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  <sub-article article-type="translation" id="TRen" xml:lang="en">
    <front-stub>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Original Articles</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title xml:lang="en">Validation of a score for predicting bleeding events during acute coronary syndromes</article-title>
      </title-group>
      <abstract xml:lang="en">
        <p>BACKGROUND: Bleeding is a major complication in patients treated for acute coronary syndromes (ACS) with antithrombotic and invasive therapies. Consequently, the benefit of such therapies should be balanced against the potential risk of hemorrhagic complications. Therefore, a score to estimate individual risk of bleeding might represent an important tool in clinical decision-making. OBJECTIVE: This study aims to create and validate a bleeding risk score for patients with ACS. METHODS: Independent predictors of bleeding reported by the GRACE Registry were utilized. Variables with odds ratio (OR) &gt; 2.5 in that Registry added 3 points (previous history of bleeding), OR = 1.5-2.4 added 2 points (creatinine clearance &lt; 30 ml/min, female gender) and those with OR &lt; 1.5 added 1 point (clearance between 30 and 60 ml/min, each 10 years of age&gt;30, ST-deviation, peripheral artery disease and smoking). The score was validated in a cohort of 383 individuals with ACS. In-hospital bleeding was defined as hematocrit fall &gt; 10%, blood transfusion &gt; 2 units, intracerebral bleeding or fatal bleeding. RESULTS: The incidence of bleeding events was 3.1% and the score's C-statistics was 0.66 (95% CI = 0.52-0.80), indicating a predictive ability towards these events. Those with a score &gt; 7 had 6% incidence of bleeding, compared with 1.9% if the score was &lt; 7 (RR = 3.2; 95%CI = 1.04-9.9; p = 0.03). There was an interaction between a score &gt; 7 and greater risk imposed by treatment with Clopidogrel (p = 0.02), IIb/IIIa blockers (p = 0.06) and surgical revascularization (p &lt; 0.001). CONCLUSION: The score discriminates bleeding risk and is potentially useful in clinical decision-making during ACS.</p>
      </abstract>
      <kwd-group xml:lang="en">
        <kwd>Hemorrhage</kwd>
        <kwd>risk</kwd>
        <kwd>acute coronary syndrome</kwd>
      </kwd-group>
    </front-stub>
    <body>
      <p>
        <bold>ORIGINAL ARTICLE</bold>
      </p>
      <p>
        <fn id="tx-body2">
          <label>
            <bold>Validation of a score for predicting bleeding events during acute coronary syndromes</bold>
          </label>
          <p>
            <bold>Luis C. L. Correia; Saulo Merelles; Ana Vasconcelos; Thais Cerqueira; Tiago Reis; Carolina Esteves; Jos&#233; C. Lima; J. P&#233;ricles Esteves</bold>
          </p>
        </fn>
      </p>
      <p> Escola Bahiana de Medicina, Hospital Portugu&#234;s, Salvador, BA - Brasil</p>
      <p>Mailing address</p>
      <p>
        <bold>ABSTRACT</bold>
      </p>
      <p><bold>BACKGROUND:</bold> Bleeding is a major complication in patients treated for acute coronary syndromes (ACS) with antithrombotic and invasive therapies. Consequently, the benefit of such therapies should be balanced against the potential risk of hemorrhagic complications. Therefore, a score to estimate individual risk of bleeding might represent an important tool in clinical decision-making.</p>
      <p><bold>OBJECTIVE:</bold> This study aims to create and validate a bleeding risk score for patients with ACS.</p>
      <p><bold>METHODS: </bold>Independent predictors of bleeding reported by the GRACE Registry were utilized. Variables with odds ratio (OR) <underline>&gt;</underline> 2.5 in that Registry added 3 points (previous history of bleeding), OR = 1.5-2.4 added 2 points (creatinine clearance &lt; 30 ml/min, female gender) and those with OR &lt; 1.5 added 1 point (clearance between 30 and 60 ml/min, each 10 years of age &gt; 30, ST-deviation, peripheral artery disease and smoking). The score was validated in a cohort of 383 individuals with ACS. In-hospital bleeding was defined as hematocrit fall <underline>&gt;</underline> 10%, blood transfusion <underline>&gt;</underline> 2 units, intracerebral bleeding or fatal bleeding.</p>
      <p><bold>RESULTS:</bold> The incidence of bleeding events was 3.1% and the score's C-statistics was 0.66 (95% CI = 0.52-0.80), indicating a predictive ability towards these events. Those with a score <underline>&gt;</underline> 7 had 6% incidence of bleeding, compared with 1.9% if the score was &lt; 7 (RR = 3.2; 95%CI = 1.04-9.9; p = 0.03). There was an interaction between a score <underline>&gt;</underline> 7 and greater risk imposed by treatment with Clopidogrel (p = 0.02), IIb/IIIa blockers (p = 0.06) and surgical revascularization (p &lt; 0.001).</p>
      <p><bold>CONCLUSION:</bold> The score discriminates bleeding risk and is potentially useful in clinical decision-making during ACS.</p>
      <p><bold>Key words: </bold>Hemorrhage; risk; acute coronary syndrome.</p>
      <p>
        <bold>Introduction</bold>
      </p>
      <p>Acute coronary syndromes (ACS) are associated with significant rates of recurrent ischemic events in the short<sup>1,2</sup> and long-term<sup>3</sup>. To reduce the chance of recurrent events, antithrombotic therapy and invasive procedures are indicated, at the expense of increasing the risk of bleeding complications<sup>4,5</sup>. In this context, independent predictors of bleeding have been reported by several studies<sup>6-9</sup>. In order to apply this knowledge to clinical practice, these predictors can be used to create a score that allows physicians to estimate individual risk of bleeding.</p>
      <p>Some facts suggested that a bleeding score would be useful in clinical decision-making during ACS. Bleeding is associated with a significant rise in mortality, varying from 6% to 17% of absolute increase in short-term death according to different studies<sup>7-9</sup>; the very same treatments (antithrombotic therapy and invasive coronary procedures) intended to prevent recurrent ischemic events, paradoxically increase the incidence of bleeding<sup>4,5</sup>. Finally, the withdrawn of antithrombotic therapy during bleeding events enhances patients vulnerability to ischemic events<sup>9</sup>. Therefore, it is important to compare the risk of ischemic events and the risk of bleeding events in each individual, in order to define how aggressive the treatment should be. For instance, those with low bleeding-risk and high ischemic-risk should benefit from aggressive antithrombotic therapy, while those with high bleeding-risk and low ischemic-risk should not receive intense antithrombotic therapy. </p>
      <p>The present study created and tested a score to estimate the chance of bleeding complications in individuals admitted with ACS. The score was built based on previous literature regarding bleeding predictors and was validated in a local cohort of patients hospitalized with unstable angina, non-ST or ST-segment elevation acute myocardial infarction.</p>
      <p>
        <bold>Methods</bold>
      </p>
      <p>
        <bold>Sample selection</bold>
      </p>
      <p>Consecutive patients with acute coronary syndromes, at least 18 years of age, admitted in the coronary care unit of our Hospital between 1999 and 2007 were considered candidates for the study. Inclusion criteria were defined as chest pain or equivalent within 24 hours of admission and at least one of the following characteristics: 1) electrocardiographic ischemic changes, defined as dynamic T wave inversion, ST-segment depression or ST-segment elevation; 2) elevation of serum markers of myocardial necrosis; 3) previous documentation of coronary artery disease. All participants provided written informed consent and the protocol was approved by the Institution's human research ethic committee.</p>
      <p>
        <bold>Bleeding score</bold>
      </p>
      <p>To create the bleeding score, published data regarding predictors of bleeding in the GRACE registry were utilized<sup>9</sup>. Based on that registry, the independent predictors of bleeding were included in the score, according to the following rule: 1 point if the odds ratio was &lt; 1.5 in the Registry, 2 points if the odds ratio was between 1.5 and 2.4, and 3 points when the odds ratio was <underline>&gt;</underline> 2.5. Since it was intended to be an admission score, only variables typically available at admission were considered. Thus, the score consisted of the following variables: history of bleeding (3 points), creatinine clearance &lt; 30 ml/min (2 points), creatinine clearance = 30 - 59 ml/min (1 point), female gender (1 point), peripheral artery disease (1 point), smoking (1 point) and ST-segment deviation (1 point) and each decade of age older than 30 years old (1 point). Creatinine clearance was calculated according to the Cockcroft-Gault formula<sup>10</sup>.</p>
      <p>
        <bold>Endpoint sefinition</bold>
      </p>
      <p>Clinically manifested hemorrhages were defined as a bleeding event for the present analysis when at least one of the major criteria was present: hematocrit fall <underline>&gt;</underline> 10%, transfusion requirement <underline>&gt;</underline> 2 units, cerebral hemorrhage or fatal hemorrhage<sup>9</sup>. Thus, only major bleeding events were taken into consideration. Recurrent ischemic events during hospitalization were defined as the composite of nonfatal acute myocardial infarction or recurrent unstable angina. Myocardial infarction as an outcome endpoint was defined as either a new Q-wave or troponin elevation during hospitalization despite normal values during the first 24 hours. For patients with infarction at admission, a new peak of mass CK-MB (&gt; 50% the previous value and above the normal value) was required for diagnosis of reinfarction. An episode of rest angina was recorded as recurrent unstable angina if one of the following criteria was present: physician decision to administer sublingual nitrates or initiate intravenous nitrates, dynamic electrocardiographic changes and physician decision to perform emergency coronary angiography. In-hospital death was also recorded as a cardiovascular endpoint. </p>
      <p>
        <bold>Data analysis</bold>
      </p>
      <p>The discriminatory ability of the bleeding score was tested by C-statistics, defined as the area under the receiver operator characteristic (ROC) curve, and calibration (observed vs. predicted risk) was assessed by Hosmer-Lemeshow statistic. Based on the ROC curve, the most accurate cut-off point for bleeding prediction was identified. Then, individuals were dichotomized according to this cut-off and incidence of bleeding compared between the two groups, by Chi-square test. In addition, the incidence of bleeding was compared among the three tertiles of the bleeding score and p for trend was obtained through linear-by-linear Chi-square test. In order to evaluate whether the association between the score and bleeding events depended on treatment strategies acting as confounding variables, pharmacologic and invasive treatments were compared between the groups dichotomized by the score, using Chi-square test. Moreover, logistic regression analysis was used to evaluate interaction between the bleeding score and treatment. </p>
      <p>The GRACE score for in-hospital mortality was calculated for all patients<sup>11</sup>. Spearman's correlation coefficient was utilized to test the association between the GRACE score and the bleeding score. Then, the GRACE score was dichotomized using the cutoff of 141, which defines high-risk individuals according to previous literature<sup>11</sup>. Finally, in-hospital death and recurrent ischemic events were compared between individual with bleeding events and those free of hemorrhage by Chi-square test. </p>
      <p>Ordinal variables (scores) were expressed as medians (interquartile range) and continuous variables as means and standard deviation. For baseline characteristics analysis, continuous variables were compared between two groups by Student's <italic>t</italic> test and categorical variables by Chi-square test. When expected values in the association of two categorical values were &lt; 1, Fisher's exact test was used instead of Chi-square test. The SPSS software package release 10.0 was used for data analysis and a p value &lt; 0.05 was considered statistically significant.</p>
      <p>
        <bold>Results</bold>
      </p>
      <p>
        <bold>Sample population</bold>
      </p>
      <p>Three hundred and eighty-three patients were studied, aged 66 &#177; 12 years old, 42% females, 21% admitted with ST-segment elevation infarction, 29% with non-ST elevation infarction and the remaining with unstable angina. The incidence of major bleeding during hospitalization was 3.1%. The GRACE Score for in-hospital mortality had a median of 111 (interquartile range: 92 - 133), indicating that half of the patients were considered at least intermediate risk for ischemic complications (GRACE Score &gt; 109). Clinical characteristics are depicted on <xref ref-type="table" rid="tab01-body2">Table 1</xref>. </p>
      <table-wrap id="tab01-body2">
        <graphic xlink:href="1678-4170-abc-95-04-0457-00107-gt01-en.jpg"/></table-wrap>
      <p>
        <bold>Predictive ability of the bleeding score</bold>
      </p>
      <p>The bleeding score had a median of 5 (interquartile range: 4 - 7). Considering the components of the score, creatinine clearance between 30 and 60 ml/min, female gender and ST-segment deviation were the most prevalent, peripheral artery disease and smoking were less frequent (&lt; 20% each), while previous bleeding and clearance &lt; 30 ml/min were rare (&lt; 3%) - <xref ref-type="table" rid="tab01-body2">Table 1</xref>. The score's C-statistics was 0.66 (95% CI: 0.52 - 0.80), indicating a significant prediction of bleeding events during hospitalization - <xref ref-type="fig" rid="fig01-body2">Figure 1</xref>. The point presenting the best predictive accuracy was 7, and the incidence of in-hospital major bleeding in individuals with a score <underline>&gt;</underline> 7 was 6%, compared with 1.9% in those with a score &lt; 7 (relative risk = 3.2; 95% CI = 1.04 - 9.9; p = 0.03). When the sample population was divided into tertiles of the bleeding score, the incidences in the first, second and third tertiles were progressively higher (1.6%, 2.7% and 6%, respectively; p for trend = 0.03). The Hosmer-Lemeshow p value for the score was 0.49, indicating good calibration.</p>
      <fig id="fig01-body2">
        <graphic xlink:href="1678-4170-abc-95-04-0457-00107-gf01-en.jpg"/></fig>
      <p>
        <bold>Major bleeding and treatment approach according to the score</bold>
      </p>
      <p>Pharmacological and interventional treatments were similar between the groups of score <underline>&gt;</underline> 7 and &lt; 7, indicating that the predictive ability of the score was independent from the established treatment - <xref ref-type="table" rid="tab02-body2">Table 2</xref>. To evaluate whether the association between bleeding events and antithrombotic or invasive treatment was modified (or predicted) by the score, interaction terms were calculated by logistic regression. Interaction between treatment and score <underline>&gt;</underline> 7 was significant for Clopidogrel (p = 0.02) and surgical revascularization (p &lt; 0.001) and a trend was observed with GP IIb/IIIa receptor blockers (p = 0.06). Indeed, only individuals with a score <underline>&gt;</underline> 7 experienced bleeding increase with these drugs - <xref ref-type="fig" rid="en_610fig03-body2">Figure 3</xref>. Seemingly, compared with non-surgical patients, surgery was associated with a 15-fold increase in bleeding events in individuals with a score <underline>&gt;</underline> 7, while the increase was only 3-fold if the patient had a score &lt; 7 - <xref ref-type="fig" rid="en_610fig02-body2">Figure 2</xref>. Conversely, there was no score interaction with thrombolytic therapy (p = 0.16) and angioplasty (p = 0.23). </p>
      <p content-type="asset">
        <fig id="en_610fig03-body2">
          <graphic xlink:href="1678-4170-abc-95-04-0457-00107-gf02-en.jpg"/></fig>
      </p>
      <p content-type="asset">
        <fig id="en_610fig02-body2">
          <graphic xlink:href="1678-4170-abc-95-04-0457-00107-gf03-en.jpg"/></fig>
      </p>
      <table-wrap id="tab02-body2">
        <graphic xlink:href="1678-4170-abc-95-04-0457-00107-gt02-en.jpg"/></table-wrap>
      <p>
        <bold>Relationship between bleeding prediction and ischemic death </bold>
      </p>
      <p>When the bleeding risk is different from the ischemic risk, there is a clear-cut definition of the best approach in relation to anti-ischemic therapies that increase bleeding events. Thus, it is important to evaluate the bleeding score in relation to the GRACE score. There was a significant positive correlation between the bleeding score and the GRACE score for in-hospital mortality (R = 0.59; p &lt; 0.001) - <xref ref-type="fig" rid="en_610fig03-body2">Figure 3</xref>. Sixty-one percent of patients were defined as presenting both low risk of bleeding (score <underline>&gt;</underline> 7) and low risk of ischemic death (GRACE score <underline>&gt;</underline> 140), while 11.5% were classified as high-risk by both scores. Conversely, the two scores disagreed in 28% of individuals, 18% were defined as presenting high risk of bleeding and low risk of ischemic death and 9.5% as presenting low risk of bleeding and high risk of ischemic death - <xref ref-type="fig" rid="en_610fig02-body2">Figure 2</xref>. </p>
      <p>
        <bold>Bleeding as a risk factor for ischemic events</bold>
      </p>
      <p>Individuals who experienced major bleeding events during hospitalization had a higher incidence of recurrent ischemic events, in relation to those free of hemorrhage (50% <italic>vs</italic> 23%, p = 0.03). In accordance, in-hospital death was more frequent in individuals with major bleeding (25% <italic>vs</italic> 3.5%, p = 0.01).</p>
      <p>
        <bold>Discussion</bold>
      </p>
      <p>The present study proposed a score to estimate the risk of bleeding in individuals hospitalized with ACS. The score presented a reasonable performance regarding discrimination and a good calibration, as individuals with a score <underline>&gt;</underline> 7 had a 3-fold higher incidence of bleeding events. Moreover, the interaction analysis showed that the score was able to discriminate individuals that were vulnerable to therapy-related bleeding.</p>
      <p>Compared to well-validated risk scores, the discriminatory ability of the present score, measured by a C-statistics of 0.66, should be considered acceptable. For instance, a recently validated score for the prediction of bleeding during percutaneous coronary intervention was considered useful based on a C-statistics of 0.62<sup>12</sup>; the TIMI-Risk Score has a C-statistics of 0.68 for mortality in ACS; and the C-statistics of the Framingham Score varies between 0.65 and 0.85 according to the population studied<sup>13,14</sup>. On the other hand, further studies are necessary to identify new predictors capable of improving the current ability of the bleeding score. </p>
      <p>A direct correlation between the bleeding score and the GRACE ischemic mortality score was observed, probably due to common variables between the two, such as age, renal function and ST-deviation. Regardless of that, according to these scores, about one-third of the patients presented a high risk of bleeding with a low risk of ischemia or vice-versa. The scores present a clear-cut definition of risk-benefit for these patients. For the remaining patients, more elaborate decision trees should be used based on the scores' risk estimation. </p>
      <p>In the present study, the bleeding incidence of 3.1% was similar to what has been reported in different cohorts<sup>6-9,15,16</sup>, indicating the external validity of our sample population. Studies differ in relation to major bleeding definitions. Some are conservative and define major bleeding depending only on clinical manifestation, such as the GUSTO criteria. Others are more liberal and use laboratory criteria together with clinical criteria<sup>17</sup>. We chose to define major bleeding by both clinical (fatal, cerebral hemorrhage or need for transfusion) and laboratory criteria (hematocrit fall &gt; 10%), as this definition of bleeding is more sensitive to detect this undesirable complication.</p>
      <p>Several studies have reported independent predictors of bleeding<sup>6-9,15,16</sup>. We chose to use the data provided by the GRACE registry<sup>9</sup>, because it was the largest cohort to report such results and it is a pure observational registry, as opposed to some cohorts originated from clinical trials<sup>6,7</sup>. Despite some variation among studies, in general the cohorts provide similar results regarding predictors. These studies have reported antithrombotic and invasive treatments as predictors of bleeding. However, we chose not to include treatment variables in score calculation, because as a clinical tool, it is more useful to determine baseline risk at admission, before treatment choices have been made. </p>
      <p>Study limitations should be recognized. Our sample was large enough to provide a sufficient certainty that the results were not driven by chance, but the frequency of bleeding events in each subgroup defined by the score should not be seen as a precise estimation, because of limited sample size. For instance, we reported that a high-risk score implies a chance of 6% in bleeding. However, the 95% confidence interval for this incidence is 2.7% to 12%. In this regard, larger studies are necessary to better quantify absolute risk related to score results. Secondly, due to the small sample size, we could not stratify individuals into more than three groups of risk. The score will be more useful if it stratifies patients in several groups of bleeding risk, with a wider range of risk variation and much greater risk in the extremities. In other words, when larger samples are studied, subgroups of higher risk than 6% will be identified. Thirdly, although the beneficial effect of the score is very plausible, the efficacy of the score in clinical decision-making remains to be proved by randomized clinical trials.</p>
      <p>
        <bold>Conclusion</bold>
      </p>
      <p>The present study validates a score to determine bleeding risk during hospitalization for ACS and suggests the use of this tool as a means to optimize therapeutic decisions targeted to reduce ischemic events. </p>
      <p>
        <bold>Potential Conflict of Interest</bold>
      </p>
      <p>No potential conflict of interest relevant to this article was reported.</p>
      <p>
        <bold>Sources of Funding</bold>
      </p>
      <p>There were no external funding sources for this study.</p>
      <p>
        <bold>Study Association</bold>
      </p>
      <p>This study is not associated with any post-graduation program.</p>
      <p>
        <bold>References</bold>
      </p>
    </body>
  </sub-article>
  <sub-article article-type="translation" id="TRes" xml:lang="es">
    <front-stub>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Art&#237;culos Originales</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title xml:lang="es">Validaci&#243;n de un escore para predicci&#243;n de eventos hemorr&#225;gicos en s&#237;ndromes coronarios agudos</article-title>
      </title-group>
      <abstract xml:lang="es">
        <p>FUNDAMENTO: Sangrado es una complicaci&#243;n grave en pacientes tratados por s&#237;ndromes coronarios agudos (SCA) con antitromb&#243;ticos y terapias invasivas. Consecuentemente, el beneficio de esas terapias debe ser analizado contra los potenciales riesgos de complicaciones hemorr&#225;gicas. De esta forma, la determinaci&#243;n de un escore para estimar el riesgo individual de sangrado puede representar una importante herramienta en la toma de decisiones cl&#237;nicas. OBJETIVO: Crear y validar un escore de riesgo de sangrado para pacientes con SCA. M&#201;TODOS: Fueron utilizados predictores independientes de sangrado relatados por el Registro GRACE. Variables con odds ratio (OR) &gt; 2,5 en ese Registro sumaron 3 puntos (hist&#243;rico anterior de sangrado), OR=1,5-2,4 sumaron 2 puntos (clearance de creatinina &lt; 30 ml/min, sexo femenino) y aquellas con OR &lt; 1,5 sumaron 1 punto (clearance = 30-60 ml/min, a cada 10 a&#241;os de edad &gt; 30, infra o supra-desnivel del segmento ST, enfermedad arterial perif&#233;rica y tabaco). El escore fue validado en una cohorte de 383 individuos con SCA. Sangrado intrahospitalario fue definido como ca&#237;da de hematocrito &gt; 10%, transfusi&#243;n de sangre &gt; 2 unidades, sangrado intracerebral o sangrado fatal. RESULTADOS: La incidencia de eventos hemorr&#225;gicos fue de 3,1% y la estad&#237;stica-C del escore fue 0,66 (IC95% = 0,52-0,80), indicando capacidad predictiva para esos eventos. Aquellos con escore &gt; 7 presentaron 6% de incidencia de sangrado, comparados con 1,9% si el escore era &lt; 7 (RR=3,2; IC95%=1,04-9,9; P=0,03). Hubo una interacci&#243;n entre un escore &gt; 7 y un mayor riesgo impuesto por el tratamiento con Clopidogrel (P=0,02), bloqueadores IIb/IIIa (P=0,06) y revascularizaci&#243;n quir&#250;rgica (P&lt;0,001). CONCLUSI&#211;N: El escore discrimina el riesgo de sangrado y es potencialmente &#250;til en la toma de decisi&#243;n cl&#237;nica en SCA.</p>
      </abstract>
      <kwd-group xml:lang="es">
        <kwd>Hemorragia</kwd>
        <kwd>riesgo</kwd>
        <kwd>s&#237;ndrome coronario agudo</kwd>
      </kwd-group>
    </front-stub>
    <body>
      <p>
        <bold>ART&#205;CULO ORIGINAL</bold>
      </p>
      <p>
        <fn id="top-body3">
          <label>
            <bold>Validaci&#243;n de un escore para predicci&#243;n de eventos hemorr&#225;gicos en s&#237;ndromes coronarios agudos</bold>
          </label>
          <p>
            <bold>Luis C. L. Correia; Saulo Merelles; Ana Vasconcelos; Thais Cerqueira; Tiago Reis; Carolina Esteves; Jos&#233; C. Lima; J. P&#233;ricles Esteves</bold>
          </p>
        </fn>
      </p>
      <p>Escola Bahiana de Medicina, Hospital Portugu&#234;s, Salvador, BA - Brasil</p>
      <p>Correspondencia</p>
      <p>
        <bold>RESUMEN</bold>
      </p>
      <p><bold>FUNDAMENTO:</bold> Sangrado es una complicaci&#243;n grave en pacientes tratados por s&#237;ndromes coronarios agudos (SCA) con antitromb&#243;ticos y terapias invasivas. Consecuentemente, el beneficio de esas terapias debe ser analizado contra los potenciales riesgos de complicaciones hemorr&#225;gicas. De esta forma, la determinaci&#243;n de un escore para estimar el riesgo individual de sangrado puede representar una importante herramienta en la toma de decisiones cl&#237;nicas.</p>
      <p><bold>OBJETIVO:</bold> Crear y validar un escore de riesgo de sangrado para pacientes con SCA.</p>
      <p><bold>M&#201;TODOS:</bold> Fueron utilizados predictores independientes de sangrado relatados por el Registro GRACE. Variables con <italic>odds ratio</italic> (OR) <underline>&gt;</underline> 2,5 en ese Registro sumaron 3 puntos (hist&#243;rico anterior de sangrado), OR=1,5-2,4 sumaron 2 puntos (clearance de creatinina &lt; 30 ml/min, sexo femenino) y aquellas con OR &lt; 1,5 sumaron 1 punto (clearance = 30-60 ml/min, a cada 10 a&#241;os de edad &gt; 30, infra o supra-desnivel del segmento ST, enfermedad arterial perif&#233;rica y tabaco). El escore fue validado en una cohorte de 383 individuos con SCA. Sangrado intrahospitalario fue definido como ca&#237;da de hematocrito <underline>&gt;</underline> 10%, transfusi&#243;n de sangre <underline>&gt;</underline> 2 unidades, sangrado intracerebral o sangrado fatal.</p>
      <p><bold>RESULTADOS:</bold> La incidencia de eventos hemorr&#225;gicos fue de 3,1% y la estad&#237;stica-C del escore fue 0,66 (IC95% = 0,52-0,80), indicando capacidad predictiva para esos eventos. Aquellos con escore <underline>&gt;</underline> 7 presentaron 6% de incidencia de sangrado, comparados con 1,9% si el escore era &lt; 7 (RR=3,2; IC95%=1,04-9,9; P=0,03). Hubo una interacci&#243;n entre un escore <underline>&gt;</underline> 7 y un mayor riesgo impuesto por el tratamiento con Clopidogrel (P=0,02), bloqueadores IIb/IIIa (P=0,06) y revascularizaci&#243;n quir&#250;rgica (P&lt;0,001).</p>
      <p><bold>CONCLUSI&#211;N:</bold> El escore discrimina el riesgo de sangrado y es potencialmente &#250;til en la toma de decisi&#243;n cl&#237;nica en SCA.</p>
      <p><bold>Palabras clave:</bold> Hemorragia, riesgo, s&#237;ndrome coronario agudo.</p>
      <p>
        <bold>Introducci&#243;n</bold>
      </p>
      <p>Los s&#237;ndromes coronarios agudos (SCA) est&#225;n asociados con tasas significativas de eventos isqu&#233;micos recurrentes en corto<sup>1,2</sup> y largo plazo<sup>3</sup>. Para reducir la chance de eventos recurrentes, son indicados la terapia antitromb&#243;tica y procedimientos invasivos, a costa de un aumento del riesgo de complicaciones debido a sangrados<sup>4,5</sup>. En ese contexto, los predictores independientes de sangrado han sido relatados en diversos estudos<sup>6-9</sup>. Para que este conocimiento sea aplicado conjuntamente en la estimativa del riesgo individual de sangrado, un escore que integre las diversas variables predictoras se hace necesario.</p>
      <p>Algunos hechos sugieren que un escore de sangrado tiene gran utilidad en la pr&#225;ctica cl&#237;nica: sangrado est&#225; asociado a un crecimiento significativo en la letalidad de SCA, variando de 6% a 17% de aumento absoluto de muertes a corto plazo, de acuerdo con diferentes estudios<sup>7-9</sup>; los mismos tratamientos (terapia antitromb&#243;tica y procedimientos coronarios invasivos) utilizados para prevenir la recurrencia de eventos isqu&#233;micos aumentan, parad&#243;jicamente, la incidencia de sangrado<sup>4,5</sup>. Finalmente, la retirada de la terapia antitromb&#243;tica durante eventos hemorr&#225;gicos aumenta la vulnerabilidad de los pacientes a eventos isqu&#233;micos<sup>9</sup>. Por lo tanto, es importante comparar el riesgo de eventos isqu&#233;micos y el riesgo de sangrado en cada individuo, para definir cuan agresivo debe ser el tratamiento. Por ejemplo, los individuos con bajo riesgo de sangrado y de alto riesgo isqu&#233;mico deben beneficiarse con una terapia antitromb&#243;tica agresiva, mientras que aquellos con alto riesgo de sangrado y bajo riesgo isqu&#233;mico en el deber&#237;an recibir terapia antitromb&#243;tica intensa.</p>
      <p>El presente estudio cre&#243; y prob&#243; un escore para estimar la chance de complicaciones de sangrado en individuos admitidos con SCA. El escore fue construido con base en la literatura previa sobre predictores de sangrado, y fue validado en una cohorte local de pacientes hospitalizados con angina inestable, con infarto agudo de miocardio sin supradesnivel o con supradesnivel del segmento ST.</p>
      <p>
        <bold>M&#233;todos</bold>
      </p>
      <p>
        <bold>Selecci&#243;n de la muestra</bold>
      </p>
      <p>Fueron considerados candidatos para el estudio pacientes con m&#225;s de 18 a&#241;os, consecutivamente internados en la Unidad Coronaria del Hospital Portugu&#233;s entre 1999 y 2007, debido a s&#237;ndromes coronarios agudos. Los criterios de inclusi&#243;n fueron definidos como dolor tor&#225;cica o equivalente, de inicio a menos de 24 horas de la admisi&#243;n y por lo menos una de las siguientes caracter&#237;sticas: 1) alteraciones isqu&#233;micas en el electrocardiograma, definidas por la inversi&#243;n din&#225;mica de la onda T, infra o supradesnivel del segmento ST; 2) elevaci&#243;n de los marcadores s&#233;ricos de necrosis mioc&#225;rdica; 3) historia previa de enfermedad coronaria. Todos los participantes proveyeron consentimiento libre y aclarado y el protocolo fue aprobado por el Comit&#233; de &#201;tica en Investigaci&#243;n Humana de la Instituci&#243;n.</p>
      <p>
        <bold>Escore de sangrado</bold>
      </p>
      <p>Para crear el escore de sangrado, fueron utilizados los datos sobre predictores de sangrado publicados por el Registro GRACE<sup>9</sup>. Con base en ese Registro, los predictores independientes de sangrado fueron incluidos en el escore, de acuerdo con la siguiente regla: 1 punto si el <italic>odds ratio</italic> &lt; 1,5 en el registro, 2 puntos si <italic>odds ratio</italic> entre 1,5 y 2,4, y 3 puntos cuando <italic>odds ratio</italic> <underline>&gt;</underline> 2,5. Como el objetivo era un escore de admisi&#243;n, solamente las variables t&#237;picamente disponibles en la admisi&#243;n fueron consideradas. Por lo tanto, el escore consisti&#243; en las siguientes variables: hist&#243;rico de sangrado (3 puntos), clearance de creatinina &lt; 30 ml/min (2 puntos), clearance de creatinina = 30-59 ml/min (1 punto), sexo femenino (1 punto), enfermedad arterial perif&#233;rica (1 punto), tabaco (1 punto) e infra o supra-desnivel del segmento ST (1 punto), y cada d&#233;cada de edad encima de 30 a&#241;os (1 punto). La clearance de creatinina fue calculada de acuerdo con la f&#243;rmula de Cockcroft-Gault<sup>10</sup>.</p>
      <p>
        <bold>Definici&#243;n de endpoints</bold>
      </p>
      <p>Sangrados cl&#237;nicamente manifestados fueron definidos cuando por lo menos uno de los criterios estuviese presente: ca&#237;da de hematocrito <underline>&gt;</underline> 10%, necesidad de transfusi&#243;n <underline>&gt;</underline> 2 unidades, hemorragia cerebral o hemorragia fatal<sup>9</sup>. De esa forma, solamente grandes eventos hemorr&#225;gicos fueron llevados en consideraci&#243;n. Eventos isqu&#233;micos recurrentes durante la hospitalizaci&#243;n fueron definidos como evento compuesto de infarto agudo de miocardio no fatal o angina inestable recurrente. El infarto agudo de miocardio como desenlace fue definido como nueva onda Q o elevaci&#243;n de troponina durante la hospitalizaci&#243;n a pesar de los valores normales en las primeras 24 horas. Para pacientes con infarto en la admisi&#243;n, un nuevo pico de CK-MB masa (&gt; 50% del valor anterior y encima del valor normal) fue necesario para el diagn&#243;stico de reinfarto. La angina inestable recurrente fue definida por uno de los siguientes criterios: dolor precordial asociado a decisi&#243;n m&#233;dica de administrar nitratos sublinguales o iniciar la administraci&#243;n intravenosa de nitratos, alteraciones electrocardiogr&#225;ficas din&#225;micas y decisi&#243;n m&#233;dica de realizar procedimiento de emergencia de angiograf&#237;a coronaria. Muerte hospitalaria tambi&#233;n fue registrada como un desenlace cardiovascular.</p>
      <p>
        <bold>An&#225;lisis de datos</bold>
      </p>
      <p>La capacidad discriminatoria del escore de sangrado fue probada por la estad&#237;stica-C, definida como el &#225;rea bajo la curva ROC (receiver operator characteristic), en cuanto calibraci&#243;n (riesgo observado <italic>vs</italic> riesgo previsto) fue evaluada por el test de Hosmer-Lemeshow. Con base en la curva ROC, el punto de corte m&#225;s preciso para la predicci&#243;n de sangrado fue identificado. Entonces, los individuos fueron dicotomizados de acuerdo con ese punto de corte y la incidencia de sangrado comparada entre los dos grupos por el test de Qui-cuadrado. Adem&#225;s de eso, la incidencia de sangrado fue comparada entre los tres terciles del escore de sangrado y el P para tendencia fue obtenido por el test Qui-cuadrado linear-by-linear. Con el objetivo de evaluar si la asociaci&#243;n entre el escore y los eventos hemorr&#225;gicos depend&#237;a de las estrategias de tratamiento actuando como variables confundidoras, los tratamientos farmacol&#243;gicos e invasivos fueron comparados entre los grupos dicotomizados por el escore, usando el test Qui-cuadrado. Adem&#225;s de eso, an&#225;lisis de regresi&#243;n l&#243;gica fue utilizado para evaluar la interacci&#243;n entre el escore y el tratamiento.</p>
      <p>El escore GRACE para mortalidad hospitalaria fue calculado para todos los pacientes<sup>11</sup>. Coeficiente de correlaci&#243;n de Spearman fue usado para verificar la asociaci&#243;n entre el escore GRACE y el escore de sangrado. Adem&#225;s de eso, el escore GRACE fue dicotomizado usando el punto de corte de 141, el cual define los individuos de alto riesgo de acuerdo con la literatura previa<sup>11</sup>. Finalmente, muerte hospitalaria y eventos isqu&#233;micos recurrentes fueron comparados entre los individuos con eventos de sangrado y aquellos libres de sangrado por el test Qui-cuadrado.</p>
      <p>Variables ordinales (escores) fueron expresadas como medianas (intervalo intercuartil), y variables continuas como medias y desv&#237;os est&#225;ndar. Para el an&#225;lisis de las caracter&#237;sticas basales, las variables continuas fueron comparadas entre los dos grupos por el test <italic>t</italic> de <italic>Student</italic> y las variables categ&#243;ricas por el test Qui-cuadrado o test exacto de Fisher. El paquete de <italic>software</italic> SPSS, versi&#243;n 10.0, fue usado para el an&#225;lisis de datos y un valor de P &lt; 0,05 fue considerado estad&#237;sticamente significativo.</p>
      <p>
        <bold>Resultados</bold>
      </p>
      <p>
        <bold>Poblaci&#243;n de la muestra</bold>
      </p>
      <p>Trecientos ochenta y tres pacientes fueron estudiados, con edad de 66 &#177; 12 a&#241;os, 42% mujeres, 21% admitidos con infarto con supradesnivel del segmento ST, 29% con infarto sin supradesnivel del segmento ST y el restante con angina inestable. La incidencia de grandes sangrados durante la hospitalizaci&#243;n fue 3,1%. El escore GRACE para la mortalidad hospitalaria present&#243; una mediana de 111 (intervalo intercuartil: 92-133), indicando que mitad de los pacientes fue considerada como presentando por lo menos riesgo moderado para complicaciones isqu&#233;micas (escore GRACE &gt; 109). Las caracter&#237;sticas cl&#237;nicas son mostradas en la <xref ref-type="table" rid="t1-body3">Tabla 1</xref>.</p>
      <table-wrap id="t1-body3">
        <graphic xlink:href="1678-4170-abc-95-04-0457-00107-gt01-es.jpg"/></table-wrap>
      <p>
        <bold>Capacidad predictora del escore de sangrado</bold>
      </p>
      <p>El escore de sangrado present&#243; una mediana de 5 (intervalo intercuartil: 4-7). Considerando los componentes del escore, clearance de creatinina de 30-60 ml/min, sexo femenino, infra o supradesnivel del segmento ST fueron los m&#225;s prevalentes, en cuanto la enfermedad arterial perif&#233;rica y tabaco fueron menos frecuentes (&lt; 20% cada), al tiempo que el sangrado previo y clearance &lt; 30 ml/min fueron raros (&lt; 3%) - <xref ref-type="table" rid="t1-body3">Tabla 1</xref>. La estad&#237;stica-C del escore fue de 0,66 (IC95%: 0,52-0,80), indicando una capacidad de predicci&#243;n significativa de eventos de sangrado durante la hospitalizaci&#243;n - <xref ref-type="fig" rid="f1-body3">Figura 1</xref>. El punto presentando la mejor precisi&#243;n predictiva fue 7, y la incidencia de sangrado grave hospitalaria en individuos con un escore <underline>&gt;</underline> 7 fue de 6%, comparado con 1,9% en individuos con escore &lt; 7 (riesgo relativo = 3,2; IC95% = 1,04-9,9; p=0,03). Cuando la poblaci&#243;n de la muestra fue dividida en terciles del escore de sangrado, las incidencias en el primero, segundo y tercer terciles fueron progresivamente m&#225;s altas (1,6%, 2,7% y 6%, respectivamente; P para tendencia = 0,03). El valor de P de Hosmer-Lemeshow para el escore fue de 0,49, indicando una buena calibraci&#243;n.</p>
      <fig id="f1-body3">
        <graphic xlink:href="1678-4170-abc-95-04-0457-00107-gf01-es.jpg"/></fig>
      <p>
        <bold>Influencia del tratamiento en la incidencia de sangrado</bold>
      </p>
      <p>Los tratamientos farmacol&#243;gicos y intervencionistas fueron similares entre los grupos con escore <underline>&gt;</underline> 7 y &lt; 7, indicando que la capacidad predictiva del escore fue independiente del tratamiento establecido - <xref ref-type="table" rid="t2-body3">Tabla 2</xref>. Para evaluar si la asociaci&#243;n entre sangrado y tratamiento invasivo o antitromb&#243;tico fue modificada por el escore, los termos de interacci&#243;n fueron calculados por regresi&#243;n log&#237;stica. La interacci&#243;n entre el tratamiento y el escore <underline>&gt;</underline> 7 fue significativa para Clopidogrel (P=0,02) y revascularizaci&#243;n quir&#250;rgica (P &lt; 0,001), y una tendencia fue observada con bloqueadores de los receptores GP IIb/IIIa (P = 0.06). Solamente individuos con un escore <underline>&gt;</underline> 7 presentaron aumento de sangrado con esos medicamentos - <xref ref-type="fig" rid="es_07f02-body3">Figura 2</xref>. Cuando fueron comparados con pacientes no-quir&#250;rgicos, la cirug&#237;a fue asociada con un aumento de 15 veces en eventos hemorr&#225;gicos en individuos con un escore <underline>&gt;</underline> 7, mientras que el aumento era de apenas 3 veces si el paciente presentase un escore &lt; 7 - <xref ref-type="fig" rid="f3-body3">Figura 3</xref>. De forma inversa, no hubo interacci&#243;n entre el escore y la terapia trombol&#237;tica (P = 0,16) y angioplastia (P = 0,23).</p>
      <p content-type="asset">
        <fig id="es_07f02-body3">
          <graphic xlink:href="1678-4170-abc-95-04-0457-00107-gf02-es.jpg"/></fig>
      </p>
      <table-wrap id="t2-body3">
        <graphic xlink:href="1678-4170-abc-95-04-0457-00107-gt02-es.jpg"/></table-wrap>
      <fig id="f3-body3">
        <graphic xlink:href="1678-4170-abc-95-04-0457-00107-gf03-es.jpg"/></fig>
      <p>
        <bold>Relaci&#243;n entre la predicci&#243;n de sangrado y predicci&#243;n de muerte isqu&#233;mica</bold>
      </p>
      <p>Cuando el riesgo de sangrado es diferente del riesgo isqu&#233;mico, hay una definici&#243;n perfectamente clara del mejor abordaje en relaci&#243;n a las terapias antiisqu&#233;micas que aumentan los eventos de sangrado. Por lo tanto, es importante evaluar el escore de sangrado en relaci&#243;n al escore GRACE. Hubo una correlaci&#243;n positiva entre el escore de sangrado y el escore GRACE (R=0,59; P &lt; 0,001) - <xref ref-type="fig" rid="f3-body3">Figura 3</xref>. Sesenta y uno por ciento de los pacientes fueron definidos como presentando bajo riesgo tanto para sangrado (escore <underline>&gt;</underline> 7) como para muerte isqu&#233;mica (escore GRACE <underline>&gt;</underline> 140), mientras que 11,5% fueron clasificados como presentando alto riesgo por ambos escores. Por otro lado, los dos escores presentaron discordancia en 28% de los individuos, 18% fueron definidos como presentando alto riesgo de sangrado y bajo riesgo de muerte isqu&#233;mica y 9,5% como presentando bajo riesgo de sangrado y alto riesgo de muerte isqu&#233;mica - <xref ref-type="fig" rid="es_07f02-body3">Figura 2</xref>.</p>
      <p>
        <bold>Sangrado como un factor de riesgo para eventos isqu&#233;micos</bold>
      </p>
      <p>Individuos que presentaron grandes eventos hemorr&#225;gicos durante la hospitalizaci&#243;n presentaron mayor incidencia de eventos isqu&#233;micos recurrentes cuando fueron comparados a los que no tuvieron hemorragia (50% <italic>vs</italic> 23%, P = 0,03). De acuerdo con esos datos, la muerte hospitalaria fue m&#225;s frecuente en individuos con grandes sangrados (25% <italic>vs</italic> 3,5%, P=0,01).</p>
      <p>
        <bold>Discusi&#243;n</bold>
      </p>
      <p>El presente estudio propuso un escore para estimar el riesgo de sangrado en individuos hospitalizados con SCA. Este escore present&#243; un desempe&#241;o razonable en relaci&#243;n a la discriminaci&#243;n y una buena calibraci&#243;n, ya que individuos con un escore <underline>&gt;</underline> 7 presentaron una incidencia 3 veces mayor de eventos de sangrado. Adem&#225;s de eso, el an&#225;lisis de la interacci&#243;n mostr&#243; que el escore fue capaz de discriminar individuos vulnerables a eventos de sangrado relacionados con la terapia.</p>
      <p>Comparado a escores ya validados, la capacidad discriminatoria del presente escore medido por la estad&#237;stica-C de 0,66, puede ser considerada aceptable. Por ejemplo, un escore recientemente validado para la predicci&#243;n de sangrado durante intervenci&#243;n coronaria percut&#225;nea fue considerado &#250;til con base en la estad&#237;stica-C de 0,6212; el escore de riesgo TIMI tiene una estad&#237;stica-C de 0,68 para mortalidad en SCA; y la estad&#237;stica-C del escore de Framingham var&#237;a entre 0,65 y 0,85 de acuerdo con la poblaci&#243;n estudiada<sup>13,14</sup>. Por otro lado, debemos reconocer que estudios adicionales son necesarios para identificar nuevos predictores capaces de mejorar la actual capacidad del escore de sangrado.</p>
      <p>Fue observada una correlaci&#243;n directa entre el escore de sangrado y el escore de mortalidad isqu&#233;mica GRACE, probablemente debido a las variables comunes entre los dos, tales como edad, funci&#243;n renal e infra o supradesnivel del segmento ST. A pesar de eso, de acuerdo con esos escores, cerca de un tercio de los pacientes present&#243; un alto riesgo de sangrado con un bajo riesgo de isquemia o viceversa. Los escores presentan una definici&#243;n clara de riesgo-beneficio para esos pacientes. Para el resto de los pacientes, &#225;rboles de decisi&#243;n m&#225;s complejos deben ser usados con base en las estimativas de riesgo de los escores.</p>
      <p>En el presente estudio, la incidencia de sangrado de 3,1% fue similar a aquella relatada en diferentes cohortes<sup>6-9,15,16</sup>, indicando la validez externa de nuestra poblaci&#243;n de la muestra. Los estudios difieren en relaci&#243;n a las definiciones de grandes sangrados. Algunos son conservadores y definen grandes sangrados como dependiendo exclusivamente de las manifestaciones cl&#237;nicas, tales como los criterios GUSTO. Otros son m&#225;s liberales y utilizan criterios de laboratorio junto con criterios cl&#237;nicos<sup>17</sup>. Escogimos definir sangrado mayor tanto por los criterios cl&#237;nicos (hemorragia cerebral, fatal o necesidad de transfusi&#243;n) como por los criterios de laboratorio (ca&#237;da del hematocrito &gt; 10%), porque esa definici&#243;n de sangrado es m&#225;s sensible para detectar complicaciones indeseables.</p>
      <p>Diversos estudios relataron predictores independientes de sangrado<sup>6-9,15,16</sup>. Nosotros escogimos usar los datos provistos por el registro GRACE<sup>9</sup>, porque &#233;ste utiliz&#243; la mayor cohorte, y es un registro puramente de observaci&#243;n, en oposici&#243;n a algunas cohortes originarias de ensayos cl&#237;nicos<sup>6,7</sup>. A pesar de algunas variaciones entre los estudios, en geral las cohortes proveen resultados similares en relaci&#243;n a los predictores. Estos estudios relataron tratamientos antitromb&#243;ticos e invasivos como predictores de sangrado. Con todo, escogimos no incluir las variables de tratamiento en el c&#225;lculo del escore, para que este se vuelva m&#225;s &#250;til para determinar el riesgo basal en la admisi&#243;n, antes que las elecciones de tratamiento hayan sido hechas.</p>
      <p>Limitaciones del estudio deben ser reconocidas. Nuestra muestra es suficientemente grande para proveer un grado de seguridad aceptable de que nuestros resultados no son fruto de la casualidad, pero la frecuencia de los eventos de sangrado en cada subgrupo definido por el escore no debe ser vista como una estimativa precisa, debido a la limitaci&#243;n del tama&#241;o de la muestra. Por ejemplo, relatamos que un escore de alto riesgo implica en una probabilidad de 6% de sangrado. Con todo, el intervalo de confianza de 95% para esta incidencia es de 2,7% a 12%. De esa forma, estudios mayores son necesarios para cuantificar mejor el riesgo absoluto relacionado a los resultados del escore. Segundo, debido a la peque&#241;a muestra, no fue posible estratificar los individuos en m&#225;s que tres grupos de riesgo. El escore ser&#225; m&#225;s &#250;til cuando estratifique pacientes en diversos grupos de riesgo de sangrado. En otras palabras, cuando muestras mayores sean estudiadas, subgrupos de riesgo mayor que 6% ser&#225;n identificados. Tercero, aunque el efecto ben&#233;fico de la utilizaci&#243;n del escore sea bastante plausible, la eficacia del escore en la toma de decisi&#243;n cl&#237;nica aun precisa ser demostrada a trav&#233;s de estudios cl&#237;nicos randomizados.</p>
      <p>
        <bold>Conclusi&#243;n</bold>
      </p>
      <p>EL presente estudio valida un escore para determinar el riesgo de sangrado durante la hospitalizaci&#243;n por SCA y sugiere el uso de esa herramienta como un medio de optimizar las decisiones terap&#233;uticas dirigidas a la reducci&#243;n de eventos isqu&#233;micos.</p>
      <p>
        <bold>Potencial Conflicto de Intereses</bold>
      </p>
      <p>Declaro no haber conflicto de intereses pertinentes.</p>
      <p>
        <bold>Fuentes de Financiamiento</bold>
      </p>
      <p>El presente estudio no tuvo fuentes de financiamiento externas.</p>
      <p>
        <bold>Vinculaci&#243;n Acad&#233;mica</bold>
      </p>
      <p>No hay vinculaci&#243;n de este estudio a programas de post grado.</p>
      <p>
        <bold>Referencias</bold>
      </p>
    </body>
  </sub-article>
</article>
