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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">SkPzwcDYMSVG8kkGtj7zFfx</article-id>
      <article-id pub-id-type="other">00003</article-id>
      <article-id pub-id-type="publisher-id" specific-use="scielo-v2">S0066-782X2011000100003</article-id>
      <article-id pub-id-type="publisher-id" specific-use="scielo-v1">S0066-782X(11)09600103</article-id>
      <article-id pub-id-type="doi">10.1590/S0066-782X2010005000162</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Artigos Originais</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Influ&#234;ncia das caracter&#237;sticas mam&#225;rias na cintilografia mioc&#225;rdica pelo m&#233;todo Monte Carlo</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Oliveira</surname>
            <given-names>Anderson</given-names>
          </name>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Meguerian</surname>
            <given-names>Berdj Aram</given-names>
          </name>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Mesquita</surname>
            <given-names>Cl&#225;udio Tinoco</given-names>
          </name>
        </contrib>
      </contrib-group>
      <aff id="aff01">
        <addr-line>
          <named-content content-type="city">Rio de Janeiro</named-content>
          <named-content content-type="state">Rio de Janeiro</named-content>
        </addr-line>
        <institution content-type="orgname">Universidade Federal Fluminense</institution>
        <institution content-type="orgdiv1">Instituto Nacional do C&#226;ncer </institution>
        <institution content-type="orgdiv2">Comiss&#227;o Nacional de Energia Nuclear</institution>
        <country country="BR">Brazil</country>
      </aff>
      <pub-date date-type="collection" publication-format="electronic">
        <month>01</month>
        <year>2011</year>
      </pub-date>
      <volume>96</volume>
      <issue>1</issue>
      <fpage>08</fpage>
      <lpage>12</lpage>
      <history>
        <date date-type="rev-recd">
          <day>26</day>
          <month>05</month>
          <year>2010</year>
        </date>
        <date date-type="received">
          <day>11</day>
          <month>12</month>
          <year>2009</year>
        </date>
        <date date-type="accepted">
          <day>08</day>
          <month>06</month>
          <year>2010</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: Pela redu&#231;&#227;o da especificidade associada &#224; perda de informa&#231;&#227;o, a influ&#234;ncia da atenua&#231;&#227;o das mamas &#233; de fundamental import&#226;ncia em estudos de perfus&#227;o do mioc&#225;rdio. Entretanto, apesar de v&#225;rios estudos terem sido realizados ao longo dos &#250;ltimos anos, pouco se tem evolu&#237;do para determinar com acur&#225;cia a influ&#234;ncia das caracter&#237;sticas das mamas sobre a qualidade da cintilografia mioc&#225;rdica, evitando exposi&#231;&#245;es adicionais de radia&#231;&#227;o &#224;s pacientes. OBJETIVO: O objetivo deste estudo &#233; quantificar a atenua&#231;&#227;o de f&#243;tons pelas mamas, em estudos de perfus&#227;o do mioc&#225;rdio com 99mTc, de acordo com diferentes tamanhos e composi&#231;&#245;es. M&#201;TODOS: Cada mama foi assumida como sendo um cubo composto de tecido adiposo e fibroglandular. Os dados referentes aos f&#243;tons de 99mTc foram analisados em um modelo de Monte Carlo. Variamos a espessura e a composi&#231;&#227;o das mamas e analisamos as interfer&#234;ncias na atenua&#231;&#227;o. Foi empregado o software EGS 4 para as simula&#231;&#245;es. RESULTADOS: Fixando a espessura de uma mama, a varia&#231;&#227;o da sua composi&#231;&#227;o acarreta um acr&#233;scimo m&#225;ximo de 2,3% no n&#250;mero de f&#243;tons atenuados. Em contrapartida, mantendo-se uma composi&#231;&#227;o do tecido mam&#225;rio fixa, a diferen&#231;a na atenua&#231;&#227;o de f&#243;tons foi de 45,0%, sendo em m&#233;dia de 6,0% para cada acr&#233;scimo de cent&#237;metro na espessura da mama. CONCLUS&#195;O: A simula&#231;&#227;o por Monte Carlo demonstrou que a influ&#234;ncia das espessuras das mamas na atenua&#231;&#227;o de f&#243;tons em cintilografias do mioc&#225;rdio com 99mTc &#233; muito maior do que a influ&#234;ncia das suas composi&#231;&#245;es.</p>
      </abstract>
      <kwd-group xml:lang="pt" kwd-group-type="author-generated">
        <kwd>Mama</kwd>
        <kwd>traumatismo por reperfus&#227;o mioc&#225;rdica</kwd>
        <kwd>m&#233;todo Monte Carlo</kwd>
      </kwd-group>
      <pub-date publication-format="electronic" date-type="pub">
        <day>03</day>
        <month>12</month>
        <year>2010</year>
      </pub-date>
    </article-meta>
  </front>
  <body>
    <p>
      <bold>Influ&#234;ncia das caracter&#237;sticas mam&#225;rias na cintilografia mioc&#225;rdica pelo m&#233;todo Monte Carlo</bold>
    </p>
    <p>
      <bold>Influence of breast characteristics in myocardial scintigraphy through the Monte Carlo method</bold>
    </p>
    <p>
      <bold>Anderson Oliveira; Berdj Aram Meguerian; Cl&#225;udio Tinoco Mesquita</bold>
    </p>
    <p>Comiss&#227;o Nacional de Energia Nuclear, Hospital Pr&#243;-Card&#237;aco, Instituto Nacional do C&#226;ncer, Universidade Federal Fluminense, Universidade Gama Filho, Rio de Janeiro, RJ - Brasil</p>
    <p>
      <xref ref-type="corresp" rid="back">Correspond&#234;ncia</xref>
    </p>
    <p>
      <bold>RESUMO</bold>
    </p>
    <p><bold>FUNDAMENTO:</bold> Pela redu&#231;&#227;o da especificidade associada &#224; perda de informa&#231;&#227;o, a influ&#234;ncia da atenua&#231;&#227;o das mamas &#233; de fundamental import&#226;ncia em estudos de perfus&#227;o do mioc&#225;rdio. Entretanto, apesar de v&#225;rios estudos terem sido realizados ao longo dos &#250;ltimos anos, pouco se tem evolu&#237;do para determinar com acur&#225;cia a influ&#234;ncia das caracter&#237;sticas das mamas sobre a qualidade da cintilografia mioc&#225;rdica, evitando exposi&#231;&#245;es adicionais de radia&#231;&#227;o &#224;s pacientes. </p>
    <p><bold>OBJETIVO:</bold> O objetivo deste estudo &#233; quantificar a atenua&#231;&#227;o de f&#243;tons pelas mamas, em estudos de perfus&#227;o do mioc&#225;rdio com <sup>99m</sup>Tc, de acordo com diferentes tamanhos e composi&#231;&#245;es. </p>
    <p><bold>M&#201;TODOS:</bold> Cada mama foi assumida como sendo um cubo composto de tecido adiposo e fibroglandular. Os dados referentes aos f&#243;tons de <sup>99m</sup>Tc foram analisados em um modelo de Monte Carlo. Variamos a espessura e a composi&#231;&#227;o das mamas e analisamos as interfer&#234;ncias na atenua&#231;&#227;o. Foi empregado o <italic>software</italic> EGS 4 para as simula&#231;&#245;es. </p>
    <p><bold>RESULTADOS:</bold> Fixando a espessura de uma mama, a varia&#231;&#227;o da sua composi&#231;&#227;o acarreta um acr&#233;scimo m&#225;ximo de 2,3% no n&#250;mero de f&#243;tons atenuados. Em contrapartida, mantendo-se uma composi&#231;&#227;o do tecido mam&#225;rio fixa, a diferen&#231;a na atenua&#231;&#227;o de f&#243;tons foi de 45,0%, sendo em m&#233;dia de 6,0% para cada acr&#233;scimo de cent&#237;metro na espessura da mama. </p>
    <p><bold>CONCLUS&#195;O:</bold> A simula&#231;&#227;o por Monte Carlo demonstrou que a influ&#234;ncia das espessuras das mamas na atenua&#231;&#227;o de f&#243;tons em cintilografias do mioc&#225;rdio com <sup>99m</sup>Tc &#233; muito maior do que a influ&#234;ncia das suas composi&#231;&#245;es.</p>
    <p><bold>Palavras-chave:</bold> Mama/cintilografia, traumatismo por reperfus&#227;o mioc&#225;rdica, m&#233;todo Monte Carlo.</p>
    <p>
      <bold>ABSTRACT</bold>
    </p>
    <p><bold>BACKGROUND:</bold> By reducing the specificity associated with loss of information, the influence of attenuation of the breasts is very important in myocardial perfusion studies. However, although several studies have been conducted over the past years, little has been developed to determine accurately the influence of the characteristics of the breasts on the quality of myocardial scintigraphy, avoiding additional exposure to radiation. </p>
    <p><bold>OBJECTIVE:</bold> The purpose of this study is to quantify the attenuation of photons by the breasts, in myocardial perfusion studies with <sup>99m</sup>Tc according to different sizes and compositions. </p>
    <p><bold>METHODS:</bold> Each breast was assumed to be a cube composed of fibroglandular and adipose tissue. The data related to <sup>99m</sup>Tc photons were analyzed in a Monte Carlo model. We varied the thickness and composition of breasts and analyzed the interference in attenuation. The EGS 4 software was used in the simulations. </p>
    <p><bold>RESULTS:</bold> Setting the thickness of a breast, the variation of its composition causes a maximum increase of 2.3% in the number of photons attenuated. By contrast, maintaining a fixed composition of breast tissue, the difference in photon attenuation was 45.0%, averaging 6.0% for each additional centimeter in the breast thickness. </p>
    <p><bold>CONCLUSION:</bold> Monte Carlo simulation showed that the influence of the thickness of the breasts in the attenuation of photons in myocardial scintigraphy with <sup>99m</sup>Tc is much greater than the influence of their compositions.</p>
    <p><bold>Key words:</bold> Breast/radionuclide imaging; myocardial reperfusion; injury: Monte Carlo method.</p>
    <p>
      <bold>Introdu&#231;&#227;o</bold>
    </p>
    <p>Estudos atuais t&#234;m demonstrado uma crescente preocupa&#231;&#227;o com a dose de radia&#231;&#227;o associada aos procedimentos m&#233;dicos de imagem<sup>1,2</sup>. Nos Estados Unidos, a cintilografia de perfus&#227;o mioc&#225;rdica chega a ser respons&#225;vel por mais de 22,0% da dose efetiva total de radia&#231;&#227;o para a popula&#231;&#227;o de adultos n&#227;o idosos<sup>1</sup>. Al&#233;m disso, em decorr&#234;ncia dos procedimentos m&#233;dicos de imagem, quase 20,0% dos homens e 18,0% das mulheres recebem doses de at&#233; 20 mSv por ano, limite m&#225;ximo anual permitido para trabalhadores expostos &#224; radia&#231;&#227;o ionizante<sup>3</sup>.</p>
    <p>Uma das maiores limita&#231;&#245;es &#224; acur&#225;cia da cintilografia mioc&#225;rdica &#233; a atenua&#231;&#227;o dos f&#243;tons pelos tecidos moles<sup>4</sup>. H&#225; um consenso de que as t&#233;cnicas de corre&#231;&#227;o da atenua&#231;&#227;o reduzam o n&#250;mero de exames de perfus&#227;o mioc&#225;rdica falso-positivos<sup>5-7</sup>. As t&#233;cnicas de corre&#231;&#227;o da atenua&#231;&#227;o dos f&#243;tons consistem no uso de fontes externas de radia&#231;&#227;o acopladas para gerar mapas de corre&#231;&#227;o n&#227;o uniformes ou no uso de procedimentos matem&#225;ticos que permitam a corre&#231;&#227;o de atenua&#231;&#227;o, sendo que os primeiros s&#227;o os mais amplamente empregados na pr&#225;tica cl&#237;nica<sup>8-10</sup>.</p>
    <p>Pelo fato de m&#233;todos aplicados para corre&#231;&#227;o da atenua&#231;&#227;o ocasionarem a exposi&#231;&#227;o a doses adicionais de radia&#231;&#227;o, estudos de c&#225;lculos de dose com aparelhos de cintilografia acoplados a aparelhos de tomografia computadorizada com baixa dose de Raios-X t&#234;m sugerido um aumento de at&#233; 10,0% na dose efetiva de radia&#231;&#227;o para cada paciente<sup>10</sup>.</p>
    <p>As t&#233;cnicas de simula&#231;&#227;o de Monte Carlo se tornaram muito importantes no estudo da f&#237;sica m&#233;dica nos &#250;ltimos 50 anos. Trata-se de uma modelagem matem&#225;tica utilizada para avaliar v&#225;rios par&#226;metros das imagens de medicina nuclear, visto que n&#227;o existe solu&#231;&#227;o anal&#237;tica para resolver as equa&#231;&#245;es que descrevem a intera&#231;&#227;o dos f&#243;tons com as estruturas atenuadoras n&#227;o uniformes do corpo e as geometrias complexas dos detectores e colimadores<sup>11</sup>.</p>
    <p>O prop&#243;sito deste trabalho &#233; determinar a influ&#234;ncia da atenua&#231;&#227;o de f&#243;tons pelas mamas, em estudos de perfus&#227;o do mioc&#225;rdio com <sup>99m</sup>Tc-sestamibi, para mamas de diferentes composi&#231;&#245;es e volumes, levando em considera&#231;&#227;o fatores, como composi&#231;&#227;o (afetada pela idade) e espessura, utilizando o m&#233;todo de Monte Carlo para empreender a corre&#231;&#227;o de atenua&#231;&#227;o por procedimentos matem&#225;ticos.</p>
    <p>
      <bold>M&#233;todos</bold>
    </p>
    <p>Todas as simula&#231;&#245;es foram feitas empregando o c&#243;digo EGS4 (<italic>Electron Gamma Shower</italic> - vers&#227;o 4)<sup>12</sup>. O estudo da atenua&#231;&#227;o de f&#243;tons pelas mamas em estudos de perfus&#227;o do mioc&#225;rdio foi realizado utilizando o <sup>99m</sup>Tc como fonte de radia&#231;&#227;o<sup>13</sup>.</p>
    <p>Na posi&#231;&#227;o supina, na qual &#233; realizado o estudo de perfus&#227;o do mioc&#225;rdio, as mamas assumem forma piramidal, que em analogia pode ser simplificada para a forma c&#250;bica. Essa forma foi a adotada na reprodu&#231;&#227;o. O cubo teve seu lado variando de 5 cm a 10 cm, em intervalos de um cent&#237;metro, com o objetivo de simularmos mamas de diversos tamanhos.</p>
    <p>As mamas s&#227;o heterog&#234;neas e compostas de diversos componentes de tecidos b&#225;sicos, os quais t&#234;m suas composi&#231;&#245;es elementais conhecidas<sup>14</sup>. Desde que algumas simplifica&#231;&#245;es possam ocorrer, &#233; aceit&#225;vel que as mamas sejam adequadamente representadas por uma soma dos seus dois principais componentes: tecido adiposo e tecido fibroglandular. Neste estudo, consideramos a presen&#231;a apenas desses dois tecidos fundamentais para fim das simula&#231;&#245;es.</p>
    <p>Conhecendo-se a composi&#231;&#227;o qu&#237;mica e a densidade de cada um desses compostos, podem-se representar adequadamente as mamas atrav&#233;s das equa&#231;&#245;es (1) e (2):</p>
    <p>
      <disp-formula id="e02">
        <graphic xlink:href="1678-4170-abc-96-01-0008-00162-e01.jpg"/></disp-formula>
    </p>
    <p>Onde <italic>C<sub>m</sub></italic> &#233; a composi&#231;&#227;o qu&#237;mica de uma mama, <italic>f<sub>a</sub></italic> &#233; a fra&#231;&#227;o em peso de tecido adiposo, <italic>C<sub>a</sub></italic> &#233; a composi&#231;&#227;o qu&#237;mica de tecido adiposo, <italic>f<sub>g</sub></italic> &#233; a fra&#231;&#227;o em peso de tecido fibroglandular, <italic>C<sub>g</sub></italic> &#233; a composi&#231;&#227;o qu&#237;mica de tecido fibroglandular, <italic>r<sub>m</sub></italic> &#233; a densidade de uma mama, <italic>r<sub>a</sub></italic> &#233; a densidade de tecido adiposo e <italic>r<sub>g</sub></italic> &#233; a densidade de tecido fibroglandular.</p>
    <p>A partir das equa&#231;&#245;es (1) e (2), foram simuladas 6 tipos de mamas. Tais simula&#231;&#245;es visaram verificar n&#227;o s&#243; a influ&#234;ncia da espessura, como tamb&#233;m os efeitos da composi&#231;&#227;o das mamas na atenua&#231;&#227;o dos f&#243;tons. A percentagem de tecido adiposo foi modificada de 0 a 100,0%, em intervalos de 20,0%. Assim, foram adotados 0, 20, 40, 60, 80 e 100,0% de tecido adiposo na composi&#231;&#227;o de uma mama. Consequentemente, 100, 80, 60, 40, 20 e 0,0% de tecido fibroglandular, respectivamente. As densidades e as fra&#231;&#245;es em peso para a composi&#231;&#227;o elemental de tecido adiposo e fibroglandular foram retiradas da ICRU 44<sup>14</sup> e s&#227;o apresentadas no <xref ref-type="fig" rid="aop15710q01">Quadro 1</xref>.</p>
    <p content-type="asset">
      <fig id="aop15710q01">
        <graphic xlink:href="1678-4170-abc-96-01-0008-00162-gf01.jpg"/></fig>
    </p>
    <p>Considerando as mamas como sendo compostas apenas de tecido adiposo, foram realizadas 6 simula&#231;&#245;es. Cada uma para um tamanho diferente da espessura cubo. Em seguida, o procedimento foi repetido para as demais situa&#231;&#245;es. Em todos os casos, foi considerado um feixe de f&#243;tons incidindo diretamente em uma mama (cubo) com energia de 140 keV.</p>
    <p>A maioria dos equipamentos <italic>SPECT</italic> utilizam cristais cintiladores de iodeto de s&#243;dio com impurezas de T&#225;lio (NaI[Tl]). Uma vez que os f&#243;tons precisam perder energia no cristal para serem registrados, apenas uma pequena parcela destes f&#243;tons &#233; aproveitada em fun&#231;&#227;o das pobres caracter&#237;sticas de detec&#231;&#227;o do NaI(Tl)<sup>15</sup>. Al&#233;m disso, devido &#224; atenua&#231;&#227;o do meio entre a fonte e o detector, a maior parte dos f&#243;tons chega ao cristal cintilador com energia inferior a 140 keV. Por esse motivo, costuma-se adotar uma janela em torno da energia de fotopico. Neste trabalho, foi considerada uma janela de energia<sup>16</sup> de 14,0%.</p>
    <p>Os dados s&#227;o apresentados como m&#233;dia &#177; desvio-padr&#227;o. Foram utilizados testes de c&#225;lculo do coeficiente de correla&#231;&#227;o linear para avaliar a associa&#231;&#227;o entre o n&#250;mero de f&#243;tons atenuados e as v&#225;rias espessuras das mamas e suas composi&#231;&#245;es. O teste <italic>t</italic> de <italic>Student</italic> para dados n&#227;o pareados foi utilizado para analisar as m&#233;dias de f&#243;tons n&#227;o detectados de acordo com a varia&#231;&#227;o de espessura e composi&#231;&#227;o das mamas.</p>
    <p>Valores de probabilidade &lt; 0,05 foram considerados estatisticamente significativos.</p>
    <p>
      <bold>Resultados</bold>
    </p>
    <p>A primeira an&#225;lise realizada foi a correla&#231;&#227;o entre a percentagem de f&#243;tons que atravessaram as mamas e as espessuras e caracter&#237;sticas destas. A <xref ref-type="fig" rid="aop15710f01">Figura 1</xref> demonstra a rela&#231;&#227;o entre o n&#250;mero de f&#243;tons que atravessam as mamas, expressos em percentagem, com suas respectivas energias, em uma mama com tecido 100,0% fibroglandular e diferentes espessuras do tecido. Podemos observar que, na faixa de energia do fotopico do <sup>99m</sup>Tc (140 keV), a espessura de 5 cm de tecido fibroglandular permite a passagem de 55,7% dos f&#243;tons com a energia de 140 keV. Variando tal espessura para 10 cm, a passagem de f&#243;tons com 140 keV &#233; reduzida para 30,8%, demonstrando uma redu&#231;&#227;o da ordem de 45,0% dos valores pr&#233;vios.</p>
    <p content-type="asset">
      <fig id="aop15710f01">
        <graphic xlink:href="1678-4170-abc-96-01-0008-00162-gf02.jpg"/></fig>
    </p>
    <p>Quando fazemos os mesmos c&#225;lculos para os f&#243;tons com energia menor que a do fotopico (&lt;140 keV), observamos que o aumento de espessura da gl&#226;ndula de 5 cm para 10 cm acarreta um aumento do percentual de f&#243;tons que s&#227;o registrados com energias &lt; 140 keV, efeito contr&#225;rio ao visto com os f&#243;tons de 140 keV. Para a energia de 100 keV, o percentual de f&#243;tons registrados passa de 12,2% para 17,2%.</p>
    <p>Na <xref ref-type="table" rid="t1">Tabela 1</xref>, est&#225; listada a percentagem de f&#243;tons n&#227;o detectados dentro da janela energ&#233;tica em fun&#231;&#227;o da atenua&#231;&#227;o de uma mama. Nessa tabela, foram consideradas varia&#231;&#245;es na espessura da mama e na composi&#231;&#227;o tecidual desta. Ainda na <xref ref-type="table" rid="t1">Tabela 1</xref>, vemos que, para uma mesma composi&#231;&#227;o de uma mama, h&#225; um acr&#233;scimo de quase 6,0% no n&#250;mero de f&#243;tons perdidos ao aumentar a espessura da mama de 5 para 6 cm. No entanto, mantendo-se inalterada a espessura, uma varia&#231;&#227;o de 20,0% na composi&#231;&#227;o de tecido glandular n&#227;o acarreta diferen&#231;as significativas no n&#250;mero de f&#243;tons perdidos (o valor m&#225;ximo de perda foi de 0,6%).</p>
    <table-wrap id="t1">
      <graphic xlink:href="1678-4170-abc-96-01-0008-00162-gt01.jpg"/></table-wrap>
    <p>Numa situa&#231;&#227;o extrema, ao mudar de uma mama composta apenas de tecido adiposo para uma composta apenas de tecido fibroglandular a perda de f&#243;tons aumenta no m&#225;ximo em 2,3%. Valor, comparativamente, bem menor do que a varia&#231;&#227;o de apenas um cent&#237;metro de aumento na espessura de uma mama (<xref ref-type="table" rid="t1">Tabela 1</xref>).</p>
    <p>A perda de f&#243;tons chega a ser mais de 36,0% para uma mama de 5 cm de espessura, chegando a 60,5%, quando a mama possui 10 cm de espessura. Tal perda pode induzir a uma &#225;rea de hipocapta&#231;&#227;o em &#225;reas que deveriam ser de capta&#231;&#227;o normal.</p>
    <p>Houve uma forte correla&#231;&#227;o, inversamente proporcional, entre a varia&#231;&#227;o do conte&#250;do glandular mam&#225;rio e o n&#250;mero de f&#243;tons atenuados: r = - 0,999 para espessura de 5 cm e r = -0,989 para espessura de 10 cm.</p>
    <p>Comparando as m&#233;dias dos n&#250;meros de f&#243;tons n&#227;o detectados para as espessuras de 5 e 10 cm, foi observado um aumento significativo nos n&#250;meros de f&#243;tons n&#227;o detectados (35,45 &#177; 0,68 <italic>versus</italic> 59,48 &#177; 0,84); p &lt; 0,00001. Ao compararmos uma varia&#231;&#227;o de um cent&#237;metro na espessura, de 5 e 6 cm, foi observado um aumento significativo nas m&#233;dias dos n&#250;meros de f&#243;tons n&#227;o detectados (35,45 &#177; 0,68 <italic>versus</italic> 41,08 &#177; 0,78), p &lt; 0,00001.</p>
    <p>No entanto, ao dobrar o percentual de tecido fibroglandular de 20 para 40,0% (47,62 &#177; 9,02 <italic>versus</italic> 48,03 &#177; 9,04) e de 40 para 80,0% (48,03 &#177; 9,04 <italic>versus</italic> 48,77 &#177; 9,03), as m&#233;dias dos n&#250;meros de f&#243;tons n&#227;o detectados n&#227;o sofreram modifica&#231;&#227;o significativas, p = 0,4689 e p = 0,4455, respectivamente. Considerando, ainda, um caso extremo, no qual o percentual de tecido fibroglandular passa de 0 para 100,0% (47,03 &#177; 8,90 <italic>versus</italic> 49,15 &#177; 9,06), n&#227;o h&#225; mudan&#231;as estat&#237;sticas significativas na m&#233;dia dos n&#250;meros de f&#243;tons n&#227;o detectados, p = 0,3459.</p>
    <p>
      <bold>Discuss&#227;o</bold>
    </p>
    <p>Os nossos resultados demonstram que a simula&#231;&#227;o de Monte Carlo pode ser extremamente &#250;til na an&#225;lise dos efeitos da atenua&#231;&#227;o dos f&#243;tons em cintilografias do mioc&#225;rdio com <italic>SPECT</italic>. Observamos que exames que empregam o <sup>99m</sup>Tc sestamibi t&#234;m como principal determinante para a atenua&#231;&#227;o de f&#243;tons, decorrente da intera&#231;&#227;o com uma mama, a espessura e, em menor grau, a composi&#231;&#227;o.</p>
    <p>Uma limita&#231;&#227;o significativa para obten&#231;&#227;o das imagens de perfus&#227;o mioc&#225;rdica pelo m&#233;todo cintilogr&#225;fico &#233; a frequente presen&#231;a de artefatos de atenua&#231;&#227;o nas imagens, decorrentes da intera&#231;&#227;o dos f&#243;tons durante a travessia nos tecidos moles corporais. As causas comuns de artefatos de atenua&#231;&#227;o s&#227;o as mamas nas mulheres e os tecidos subdiafragm&#225;ticos nos homens<sup>17</sup>.</p>
    <p>A t&#233;cnica de Monte Carlo tem sido amplamente aplicada para estudos da influ&#234;ncia das mamas em exames de imagem<sup>18-20</sup> e para o c&#225;lculo de doses decorrentes de tomografias computadorizadas<sup>21</sup> ou de radioterapia<sup>22</sup>. Estudos com a t&#233;cnica de Monte Carlo tamb&#233;m t&#234;m-se mostrado muito valiosos na &#225;rea de medicina nuclear<sup>23</sup>. A aplica&#231;&#227;o dessas simula&#231;&#245;es &#224; an&#225;lise dos efeitos da atenua&#231;&#227;o de f&#243;tons em cintilografia do mioc&#225;rdio pode contribuir para o desenvolvimento da qualidade das imagens e permitem simula&#231;&#245;es que seriam pouco pr&#225;ticas em estudos experimentais, com exposi&#231;&#227;o &#224; radia&#231;&#227;o para pacientes e pesquisadores.</p>
    <p>O real objetivo da corre&#231;&#227;o de atenua&#231;&#227;o &#233; diminuir a grande variabilidade na distribui&#231;&#227;o de contagens nas paredes do mioc&#225;rdio<sup>24</sup>. Dessa maneira, uma das aplica&#231;&#245;es potenciais do nosso estudo &#233; a utiliza&#231;&#227;o de &#237;ndices de atenua&#231;&#227;o para corrigir os efeitos das mamas sobre a imagem cintilogr&#225;fica atrav&#233;s da gera&#231;&#227;o de fatores de corre&#231;&#227;o unit&#225;rios. Com tais fatores, poderemos determinar a atenua&#231;&#227;o para cada tipo de mama, sem a necessidade de exames adicionais. A cria&#231;&#227;o desses algoritmos de atenua&#231;&#227;o permitir&#225; uma redu&#231;&#227;o, ou at&#233; a aboli&#231;&#227;o, de exames adicionais, que t&#234;m sido empregados para obten&#231;&#227;o dos mapas de atenua&#231;&#227;o, que, al&#233;m de expor as pacientes a doses adicionais, aumentam o tempo do exame, maximizando o n&#250;mero de pacientes atendidos ao dia<sup>4</sup>.</p>
    <p>Em conclus&#227;o, os resultados demonstraram que a influ&#234;ncia das espessuras das mamas na atenua&#231;&#227;o de f&#243;tons em cintilografias do mioc&#225;rdio com <sup>99m</sup>Tc &#233; muito maior que a influ&#234;ncia das suas composi&#231;&#245;es. Novos estudos, entretanto, devem ser realizados para extrapolar esses dados em modelos de aplicabilidade cl&#237;nica para corre&#231;&#227;o da atenua&#231;&#227;o mam&#225;ria em cintilografias de perfus&#227;o mioc&#225;rdica.</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="back" fn-type="corresp">
        <label>
          <bold> Correspond&#234;ncia:</bold>
        </label>
        <p> Anderson Oliveira </p>
        <p> Rua das Laranjeiras, 43 </p>
        <p> Laranjeiras - 22240-000 </p>
        <p> Rio de Janeiro, RJ - Brasil </p>
        <p> E-mail: </p>
        <p>
          <email xlink:href="anderol@oi.com.br">anderol@oi.com.br</email>
        </p>
        <p>
          <email xlink:href="anderson@cnen.gov.br">anderson@cnen.gov.br</email>
        </p>
      </fn>
    </p>
    <p>Artigo recebido em 11/12/09; revisado recebido em 26/05/10; aceito em 08/06/10.</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">Influence of breast characteristics in myocardial scintigraphy through the Monte Carlo method</article-title>
      </title-group>
      <abstract xml:lang="en">
        <p>BACKGROUND: By reducing the specificity associated with loss of information, the influence of attenuation of the breasts is very important in myocardial perfusion studies. However, although several studies have been conducted over the past years, little has been developed to determine accurately the influence of the characteristics of the breasts on the quality of myocardial scintigraphy, avoiding additional exposure to radiation. OBJECTIVE: The purpose of this study is to quantify the attenuation of photons by the breasts, in myocardial perfusion studies with 99mTc according to different sizes and compositions. METHODS: Each breast was assumed to be a cube composed of fibroglandular and adipose tissue. The data related to 99mTc photons were analyzed in a Monte Carlo model. We varied the thickness and composition of breasts and analyzed the interference in attenuation. The EGS 4 software was used in the simulations. RESULTS: Setting the thickness of a breast, the variation of its composition causes a maximum increase of 2.3% in the number of photons attenuated. By contrast, maintaining a fixed composition of breast tissue, the difference in photon attenuation was 45.0%, averaging 6.0% for each additional centimeter in the breast thickness. CONCLUSION: Monte Carlo simulation showed that the influence of the thickness of the breasts in the attenuation of photons in myocardial scintigraphy with 99mTc is much greater than the influence of their compositions.</p>
      </abstract>
      <kwd-group xml:lang="en">
        <kwd>Breast</kwd>
        <kwd>myocardial reperfusion, injury</kwd>
        <kwd>Monte Carlo method</kwd>
      </kwd-group>
    </front-stub>
    <body>
      <p>
        <fn id="top-body2">
          <label>
            <bold>Influence of breast characteristics in myocardial scintigraphy through the Monte Carlo method</bold>
          </label>
          <p>
            <bold>Anderson Oliveira; Berdj Aram Meguerian; Cl&#225;udio Tinoco Mesquita</bold>
          </p>
        </fn>
      </p>
      <p>Comiss&#227;o Nacional de Energia Nuclear, Hospital Pr&#243;-Card&#237;aco, Instituto Nacional do C&#226;ncer, Universidade Federal Fluminense, Universidade Gama Filho, Rio de Janeiro, RJ - Brazil</p>
      <p>Mailing address</p>
      <p>
        <bold>ABSTRACT</bold>
      </p>
      <p><bold>BACKGROUND:</bold> By reducing the specificity associated with loss of information, the influence of attenuation of the breasts is very important in myocardial perfusion studies. However, although several studies have been conducted over the past years, little has been developed to determine accurately the influence of the characteristics of the breasts on the quality of myocardial scintigraphy, avoiding additional exposure to radiation.</p>
      <p><bold>OBJECTIVE:</bold> The purpose of this study is to quantify the attenuation of photons by the breasts, in myocardial perfusion studies with <sup>99m</sup>Tc according to different sizes and compositions.</p>
      <p><bold>METHODS:</bold> Each breast was assumed to be a cube composed of fibroglandular and adipose tissue. The data related to <sup>99m</sup>Tc photons were analyzed in a Monte Carlo model. We varied the thickness and composition of breasts and analyzed the interference in attenuation. The EGS 4 software was used in the simulations.</p>
      <p><bold>RESULTS:</bold> Setting the thickness of a breast, the variation of its composition causes a maximum increase of 2.3% in the number of photons attenuated. By contrast, maintaining a fixed composition of breast tissue, the difference in photon attenuation was 45.0%, averaging 6.0% for each additional centimeter in the breast thickness.</p>
      <p><bold>CONCLUSION:</bold> Monte Carlo simulation showed that the influence of the thickness of the breasts in the attenuation of photons in myocardial scintigraphy with <sup>99m</sup>Tc is much greater than the influence of their compositions.</p>
      <p><bold>Key words:</bold> Breast/radionuclide imaging; myocardial reperfusion; injury: Monte Carlo method.</p>
      <p>
        <bold>Introduction</bold>
      </p>
      <p>Recent studies have shown a growing concern about the radiation dose associated with medical imaging procedures<sup>1,2</sup>. In the United States, the myocardial perfusion scintigraphy accounts for over 22.0% of total effective dose of radiation to the non-elderly adult population<sup>1</sup>. Furthermore, due to the medical imaging procedures, almost 20.0% of men and 18.0% of women receive doses of up to 20 mSv per year, maximum annual allowable limit for workers exposed to ionizing radiation<sup>3</sup>.</p>
      <p>A major limitation to the accuracy of myocardial scintigraphy is the attenuation of photons by soft tissues<sup>4</sup>. There is a consensus that the attenuation correction techniques reduce the number of false-positive myocardial perfusion examinations<sup>5-7</sup>. The techniques of attenuation correction of photons consist in using coupled external radiation sources to generate non-uniform correction maps or using mathematical procedures that enable the attenuation correction, while the former are the most widely used procedures in clinical practice<sup>8-10</sup>.</p>
      <p>Because the methods used for attenuation of correction cause exposure to extra doses of radiation, studies of dose calculations with scintigraphic apparatuses coupled to computed tomography devices with low dose of X-rays have suggested an increase of up to 10.0% in the effective radiation dose for each patient<sup>10</sup>.</p>
      <p>Monte Carlo simulation techniques have become very important in the study of medical physics in the last 50 years. This is a mathematical model used to evaluate various parameters of nuclear medicine images, since there is no analytical solution to solve the equations that describe the interaction of photons with non-uniform attenuating structures of the body and the complex geometry of detectors and collimators<sup>11</sup>.</p>
      <p>The purpose of this study is to determine the influence of photon attenuation by the breast, in myocardial perfusion studies with <sup>99m</sup>Tc-sestamibi for breasts of different compositions and volumes, taking into consideration factors such as composition (affected by age) and thickness, using the Monte Carlo method to undertake the attenuation correction by mathematical procedures.</p>
      <p>
        <bold>Methods</bold>
      </p>
      <p>All simulations were performed using the EGS4 code (Electron Gamma Shower - version 4)<sup>12</sup>. The study of photon attenuation by the breast in myocardial perfusion studies was performed using <sup>99m</sup>Tc as a radiation source<sup>13</sup>.</p>
      <p>In the supine position, in which the myocardial perfusion study is conducted, the breasts take a pyramidal shape, which by analogy can be simplified to a cubic form. This form was adopted in the reproduction. The cube had its side ranging from 5 cm to 10 cm at intervals of one centimeter, in order to simulate breasts of different sizes.</p>
      <p>The breasts are heterogeneous and composed of several basic tissue components, with known elemental compositions<sup>14</sup>. Since some simplifications may occur, it is acceptable that the breasts be properly represented by a sum of its two main components: adipose and fibroglandular tissue. In this study, we considered only the presence of these two key tissues for the end of the simulations.</p>
      <p>Knowing the chemical composition and density of each of these compounds, we may properly represent the breasts using equations (1) and (2):</p>
      <p>
        <graphic xlink:href="1678-4170-abc-96-01-0008-00162-e01-en.jpg"/></p>
      <p>Where C<italic><sub>m</sub></italic> is the chemical composition of a breast, f<italic><sub>a</sub></italic> is the fraction of adipose tissue weight, C<italic><sub>a</sub></italic> is the chemical composition of adipose tissue, f<italic><sub>g</sub></italic> is the weight fraction of fibroglandular tissue, C<italic><sub>g</sub></italic> is the chemical composition of fibroglandular tissue, <italic>r<sub>m</sub></italic> m is the density of a breast, <italic>r<sub>a</sub></italic> is the density of adipose tissue and <italic>r<sub>g</sub></italic> is the density of fibroglandular tissue.</p>
      <p>From equations (1) and (2), we simulated six types of breasts. Such simulations were aimed at checking not only the influence of thickness, but also the effects of the composition of the breasts in the attenuation of photons. The percentage of adipose was changed from 0 to 100.0%, at intervals of 20.0%. Hence, we adopted 0, 20, 40, 60, 80 and 100.0% of adipose tissue in the composition of a breast. Consequently, 100, 80, 60, 40, 20 and 0.0% of fibroglandular tissue, respectively. The densities and weight fractions for the elemental composition of fibroglandular and adipose tissue were taken from ICRU 44<sup>14</sup> and are shown in <xref ref-type="fig" rid="en_aop15710b01-body2">Box 1</xref>.</p>
      <p content-type="asset">
        <fig id="en_aop15710b01-body2">
          <graphic xlink:href="1678-4170-abc-96-01-0008-00162-gf01-en.jpg"/></fig>
      </p>
      <p>Considering the breasts as being composed solely of adopose tissue, six simulations were performed. Each for a different size of cube thickness. Then, the procedure was repeated for the other situations. In all cases, we considered a beam of photons falling directly into a breast (cube) with energy of 140 keV.</p>
      <p>Most SPECT equipment use scintillation crystals of sodium iodide with thallium impurities (NaI [Tl]). Once the photons need to lose energy in the crystal to be registered, only a small portion of these photons is utilized due to the poor detection characteristics of NaI(Tl)<sup>15</sup>. Furthermore, due to the attenuation of the medium between the source and the detector, most photons reach the scintillation crystal with energy below 140 keV. Therefore, it is customary to adopt a window around the photopeak energy. In this study, we considered an energy window<sup>16</sup> of 14.0%.</p>
      <p>Data are presented as mean &#177; standard deviation. Tests were used to calculate the linear correlation coefficient to evaluate the association between the number of photons attenuated and various breast thicknesses and compositions. The Student <italic>t</italic> test for unpaired data was used to analyze the average of undetected photons according to the varying thickness and composition of the breasts.</p>
      <p>Probability values &lt;0.05 were considered statistically significant.</p>
      <p>
        <bold>Results</bold>
      </p>
      <p>The first analysis was the correlation between the percentage of photons that crossed the breasts and the thicknesses and characteristics of these. <xref ref-type="fig" rid="en_aop15710f01-body2">Figure 1</xref> shows the relationship between the number of photons crossing the breast, expressed in percentage, with their energies in a breast with 100.0% fibroglandular tissue and different tissue thicknesses. We observe that in the <sup>99m</sup>Tc (140 keV) photopeak energy range, the thickness of 5 cm of fibroglandular tissue allows the passage of 55.7% of photons with energy of 140 keV. By varying such thickness to 10 cm, the passage of photons with 140 keV is reduced to 30.8%, showing a reduction of approximately 45.0% of previous values.</p>
      <p content-type="asset">
        <fig id="en_aop15710f01-body2">
          <graphic xlink:href="1678-4170-abc-96-01-0008-00162-gf02-en.jpg"/></fig>
      </p>
      <p>When we do the same calculations for photons with energy lower than the photopeak (&lt; 140 keV), we observed that increased thickness of the gland from 5 cm to 10 cm leads to an increase in the percentage of photons recorded with energies &lt; 140 keV, an effect opposite to that seen with photons of 140 keV. For the energy of 100 keV, the percentage of photons recorded increases from 12.2% to 17.2%.</p>
      <p><xref ref-type="table" rid="t1-body2">Table 1</xref> lists the percentage of undetected photons within the window of energy according to the attenuation of a breast. In that table, we consider variations in breast thickness and tissue composition. In <xref ref-type="table" rid="t1-body2">Table 1</xref>, we see that for a given composition of a breast, there is an increase of almost 6.0% in the number of photons lost by increasing breast thickness from 5 to 6 cm. However, keeping the thickness unchanged, a variation of 20.0% in the composition of glandular tissue does not cause significant differences in the number of photons lost (the maximum loss was 0.6%).</p>
      <table-wrap id="t1-body2">
        <graphic xlink:href="1678-4170-abc-96-01-0008-00162-gt01-en.jpg"/></table-wrap>
      <p>In an extreme case, by changing from one breast only composed of adipose tissue to one composed of fibroglandular tissue only increases the loss of photons by 2.3% at the most. This value is comparatively much smaller than the variation of only one-centimeter increase in the thickness of a breast (<xref ref-type="table" rid="t1-body2">Table 1</xref>).</p>
      <p>The loss of photons reaches more than 36.0% for a 5 cm breast thickness, reaching 60.5% when the breast is 10 cm thick. Such loss may induce an area of low uptake in areas that should be of normal uptake.</p>
      <p>There was a strong correlation, inversely proportional, between the variation of the mammary gland content and the number of photons attenuated: r = - 0.999 for a thickness of 5 cm and r = -0.989 for a thickness of 10 cm.</p>
      <p>Comparing the average number of undetected photons for thicknesses of 5 and 10 cm, we observed a significant increase in the numbers of undetected photons (35.45 &#177; 0.68 <italic>versus</italic> 59.48 &#177; 0.84), p &lt; 0.00001. Comparing a variation of one centimeter in thickness, from 5 to 6 cm, we observed a significant increase in the average number of undetected photons (35.45 &#177; 0.68 <italic>versus</italic> 41.08 &#177; 0.78), p &lt; 0.00001.</p>
      <p>However, doubling the percentage of fibroglandular tissue from 20 to 40.0% (47.62 &#177; 9.02 <italic>versus</italic> 48.03 &#177; 9.04) and from 40 to 80.0% (48.03 &#177; 9.04 <italic>versus</italic> 48.77 &#177; 9.03), the average number of undetected photons had no significant changes, p = 0.4689 p = 0.4455, respectively. Considering an extreme case in which the percentage of fibroglandular tissue goes from 0 to 100.0% (47.03 &#177; 8.90 <italic>versus</italic> 49.15 &#177; 9.06), there are no statistically significant changes in the average number of undetected photons, p = 0.3459.</p>
      <p>
        <bold>Discussion</bold>
      </p>
      <p>Our results demonstrate that the Monte Carlo simulation can be extremely useful in analyzing the effects of photon attenuation in SPECT myocardial scintigraphy. We found that tests employing <sup>99m</sup>Tc sestamibi have as their main determinant factor for the attenuation of photons from the interaction with a breast, the thickness and, to a lesser extent, composition.</p>
      <p>A significant limitation for obtaining images of myocardial perfusion through scintigraphy is the frequent presence of attenuation artifacts in the images resulting from the interaction of photons during the passage through the soft tissues of the body. Common causes of attenuation artifacts are the breasts in women and subdiaphragmatic tissues in men<sup>17</sup>.</p>
      <p>The Monte Carlo technique has been widely applied to studies on the influence of breast in imaging examinations<sup>18-20</sup> and the calculation of doses resulting from computed tomographies<sup>21</sup> or radiotherapy<sup>22</sup>. Studies on the Monte Carlo technique have also been very valuable in the area of nuclear medicine<sup>23</sup>. The application of these simulations to analyze the effects of photon attenuation in myocardial scintigraphy may contribute to the development of the quality of images and enable simulations that would be little practical in experimental studies with exposure to radiation for patients and researchers.</p>
      <p>The real purpose of attenuation correction is to reduce the wide variability in the distribution of counts in myocardial walls<sup>24</sup>. Hence, one of the potential applications of our study is the use of attenuation indexes to correct the effects of the breasts on the scintigraphic image by generating unit correction factors. With these factors, we can determine the attenuation for each type of breast, without any additional tests. The creation of these attenuation algorithms will enable a reduction or even the elimination of additional tests, which have been used to obtain the attenuation maps, which, besides exposing the patients to additional doses, increase the procedure time, maximizing the number of patients scanned on a day<sup>4</sup>.</p>
      <p>In conclusion, the results showed that the influence of breast thicknesses in the attenuation of photons in myocardial scintigraphy with <sup>99m</sup>Tc is much greater than the influence of their compositions. New studies, however, should be made to extrapolate these data into models of clinical applicability for correction of breast attenuation in myocardial perfusion scintigraphy.</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/>
      <title-group>
        <article-title xml:lang="es">Influ&#234;ncia das caracter&#237;sticas mam&#225;rias na cintilografia mioc&#225;rdica pelo m&#233;todo Monte Carlo</article-title>
      </title-group>
      <abstract xml:lang="es">
        <p>FUNDAMENTO: Por la reducci&#243;n de la especificidad asociada a la p&#233;rdida de informaci&#243;n, la influencia de la atenuaci&#243;n de las mamas es de fundamental importancia en estudios de perfusi&#243;n del miocardio. Entre tanto, a pesar de que varios estudios han sido realizados a lo largo de los &#250;ltimos a&#241;os, poco se ha evolucionado para determinar con precisi&#243;n la influencia de las caracter&#237;sticas de las mamas sobre la calidad de la c&#225;mara gamma mioc&#225;rdica, evitando exposiciones adicionales de radiaci&#243;n a las pacientes. OBJETIVO: El objetivo de este estudio es cuantificar la atenuaci&#243;n de fotones por las mamas, en estudios de perfusi&#243;n del miocardio con 99mTc, de acuerdo con diferentes tama&#241;os y composiciones. M&#201;TODOS: Cada mama fue asumida como siendo un cubo compuesto de tejido adiposo y fibroglandular. Los datos referentes a los fotones de99mTc fueron analizados en un modelo de Monte Carlo. Variamos el espesor y la composici&#243;n de las mamas y analizamos las interferencias en la atenuaci&#243;n. Fue empleado el software EGS 4 para las simulaciones. RESULTADOS: Fijando el espesor de una mama, la variaci&#243;n de su composici&#243;n acarrea un aumento m&#225;ximo de 2,3% en el n&#250;mero de fotones atenuados. En contrapartida, manteni&#233;ndose una composici&#243;n del tejido mamario fija, la diferencia en la atenuaci&#243;n de fotones fue de 45,0%, siendo en media de 6,0% para cada aumento de cent&#237;metro en el espesor de la mama. CONCLUSI&#211;N: La simulaci&#243;n por Monte Carlo demostr&#243; que la influencia de los espesores de las mamas en la atenuaci&#243;n de fotones en c&#225;mara gamma del miocardio con 99mTc es mucho mayor que la influencia de sus composiciones.</p>
      </abstract>
      <kwd-group xml:lang="es">
        <kwd>Mama</kwd>
        <kwd>traumatismo por reperfusi&#243;n mioc&#225;rdica</kwd>
        <kwd>m&#233;todo Monte Carlo</kwd>
      </kwd-group>
    </front-stub>
    <body>
      <p>ART&#205;CULO ORIGINAL</p>
      <p> CARDIOLOGIA NUCLEAR</p>
      <p>
        <fn id="nota_1-body3">
          <label>
            <bold>Influ&#234;ncia das caracter&#237;sticas mam&#225;rias na cintilografia mioc&#225;rdica pelo m&#233;todo Monte Carlo</bold>
          </label>
          <p>
            <bold>Anderson Oliveira; Berdj Aram Meguerian; Cl&#225;udio Tinoco Mesquita</bold>
          </p>
        </fn>
      </p>
      <p>Comiss&#227;o Nacional de Energia Nuclear, Hospital Pr&#243;-Card&#237;aco, Instituto Nacional do C&#226;ncer, Universidade Federal Fluminense, Universidade Gama Filho, Rio de Janeiro, RJ - Brasil</p>
      <p>Correspondencia</p>
      <p>
        <bold>RESUMEN</bold>
      </p>
      <p><bold>FUNDAMENTO:</bold> Por la reducci&#243;n de la especificidad asociada a la p&#233;rdida de informaci&#243;n, la influencia de la atenuaci&#243;n de las mamas es de fundamental importancia en estudios de perfusi&#243;n del miocardio. Entre tanto, a pesar de que varios estudios han sido realizados a lo largo de los &#250;ltimos a&#241;os, poco se ha evolucionado para determinar con precisi&#243;n la influencia de las caracter&#237;sticas de las mamas sobre la calidad de la c&#225;mara gamma mioc&#225;rdica, evitando exposiciones adicionales de radiaci&#243;n a las pacientes.</p>
      <p><bold>OBJETIVO:</bold> El objetivo de este estudio es cuantificar la atenuaci&#243;n de fotones por las mamas, en estudios de perfusi&#243;n del miocardio con <sup>99m</sup>Tc, de acuerdo con diferentes tama&#241;os y composiciones.</p>
      <p><bold>M&#201;TODOS:</bold> Cada mama fue asumida como siendo un cubo compuesto de tejido adiposo y fibroglandular. Los datos referentes a los fotones de<sup> 99m</sup>Tc fueron analizados en un modelo de Monte Carlo. Variamos el espesor y la composici&#243;n de las mamas y analizamos las interferencias en la atenuaci&#243;n. Fue empleado el <italic>software</italic> EGS 4 para las simulaciones.</p>
      <p><bold>RESULTADOS:</bold> Fijando el espesor de una mama, la variaci&#243;n de su composici&#243;n acarrea un aumento m&#225;ximo de 2,3% en el n&#250;mero de fotones atenuados. En contrapartida, manteni&#233;ndose una composici&#243;n del tejido mamario fija, la diferencia en la atenuaci&#243;n de fotones fue de 45,0%, siendo en media de 6,0% para cada aumento de cent&#237;metro en el espesor de la mama.</p>
      <p><bold>CONCLUSI&#211;N:</bold> La simulaci&#243;n por Monte Carlo demostr&#243; que la influencia de los espesores de las mamas en la atenuaci&#243;n de fotones en c&#225;mara gamma del miocardio con 99mTc es mucho mayor que la influencia de sus composiciones.</p>
      <p><bold>Palabras clave:</bold> Mama/c&#225;mara gamma, traumatismo por reperfusi&#243;n mioc&#225;rdica, m&#233;todo Monte Carlo.</p>
      <p>
        <bold>Introducci&#243;n</bold>
      </p>
      <p>Estudios actuales han demostrado una creciente preocupaci&#243;n con la dosis de radiaci&#243;n asociada a los procedimientos m&#233;dicos de imagen<sup>1,2</sup>. En los Estados Unidos, la c&#225;mara gamma de perfusi&#243;n mioc&#225;rdica llega a ser responsable por m&#225;s de 22,0% de la dosis efectiva total de radiaci&#243;n para la poblaci&#243;n de adultos no a&#241;osos<sup>1</sup>. Adem&#225;s de eso, a consecuencia de los procedimientos m&#233;dicos de imagen, casi 20,0% de los hombres y 18,0% de las mujeres reciben dosis de hasta 20 mSv por a&#241;o, l&#237;mite m&#225;ximo anual permitido para trabajadores expuestos a la radiaci&#243;n ionizante<sup>3</sup>.</p>
      <p>Una de las mayores limitaciones a la precisi&#243;n de la c&#225;mara gamma mioc&#225;rdica es la atenuaci&#243;n de los fotones por los tejidos blandos<sup>4</sup>. Hay un consenso de que las t&#233;cnicas de correcci&#243;n de la atenuaci&#243;n reduzcan el n&#250;mero de ex&#225;menes de perfusi&#243;n mioc&#225;rdica falso positivos<sup>5-7</sup>. Las t&#233;cnicas de correcci&#243;n de la atenuaci&#243;n de los fotones consisten en el uso de fuentes externas de radiaci&#243;n acopladas para generar mapas de correcci&#243;n no uniformes o en el uso de procedimientos matem&#225;ticos que permitan la correcci&#243;n de atenuaci&#243;n, siendo que los primeros son los m&#225;s ampliamente empleados en la pr&#225;ctica cl&#237;nica<sup>8-10</sup>.</p>
      <p>Por el hecho de que m&#233;todos aplicados para correcci&#243;n de la atenuaci&#243;n ocasionan exposici&#243;n a dosis adicionales de radiaci&#243;n, estudios de c&#225;lculos de dosis con aparatos de c&#225;mara gamma acoplados a aparatos de tomograf&#237;a computarizada con baja dosis de Rayos-X han sugerido un aumento de hasta 10,0% en la dosis efectiva de radiaci&#243;n para cada paciente<sup>10</sup>.</p>
      <p>Las t&#233;cnicas de simulaci&#243;n de Monte Carlo se volvieron muy importantes en el estudio de la f&#237;sica m&#233;dica en los &#250;ltimos 50 a&#241;os. Se trata de un modelo matem&#225;tico utilizado para evaluar varios par&#225;metros de las im&#225;genes de medicina nuclear, visto que no existe soluci&#243;n anal&#237;tica para resolver las ecuaciones que describen la interacci&#243;n de los fotones con las estructuras atenuadoras no uniformes del cuerpo y las geometr&#237;as complexas de los detectores y colimadores<sup>11</sup>. </p>
      <p>El prop&#243;sito de este trabajo es determinar la influencia de la atenuaci&#243;n de fotones por las mamas, en estudios de perfusi&#243;n del miocardio con <sup>99m</sup>Tc-sestamibi, para mamas de diferentes composiciones y vol&#250;menes, llevando en consideraci&#243;n factores, como composici&#243;n (afectada por la edad) y espesor, utilizando el m&#233;todo de Monte Carlo para emprender la correcci&#243;n de atenuaci&#243;n por procedimientos matem&#225;ticos.</p>
      <p>
        <bold>M&#233;todos</bold>
      </p>
      <p>Todas las simulaciones fueron hechas empleando el c&#243;digo EGS4 (<italic>Electron Gamma Shower </italic>- versi&#243;n 4)<sup>12</sup>. EL estudio de la atenuaci&#243;n de fotones por las mamas en estudios de perfusi&#243;n del miocardio fue realizado utilizando el <sup>99m</sup>Tc como fuente de radiaci&#243;n<sup>13</sup>.</p>
      <p>En la posici&#243;n supina, en la cual es realizado el estudio de perfusi&#243;n del miocardio, las mamas asumen forma piramidal, que en analog&#237;a puede ser simplificada para la forma c&#250;bica. Esa forma fue la adoptada en la reproducci&#243;n. El cubo tuvo su lado variando de 5 cm a 10 cm, en intervalos de un cent&#237;metro, con el objetivo de simular mamas de diversos tama&#241;os.</p>
      <p>Las mamas son heterog&#233;neas y compuestas de diversos componentes de tejidos b&#225;sicos, los cuales tienen sus composiciones elementales conocidas<sup>14</sup>. Desde que algunas simplificaciones puedan ocurrir, es aceptable que las mamas sean adecuadamente representadas por una suma de sus dos principales componentes: tejido adiposo y tejido fibroglandular. En este estudio, consideramos la presencia apenas de esos dos tejidos fundamentales para fin de las simulaciones. </p>
      <p>Conoci&#233;ndose la composici&#243;n qu&#237;mica y la densidad de cada uno de esos compuestos, se pueden representar adecuadamente las mamas a trav&#233;s de las ecuaciones (1) y (2):</p>
      <p>
        <disp-formula id="form01-body3">
          <graphic xlink:href="1678-4170-abc-96-01-0008-00162-e01-es.jpg"/></disp-formula>
      </p>
      <p>Donde <italic>C<sub>m</sub></italic> es la composici&#243;n qu&#237;mica de una mama, <italic>f<sub>a</sub></italic> es la fracci&#243;n en peso de tejido adiposo, <italic>C<sub>a</sub></italic> es la composici&#243;n qu&#237;mica de tejido adiposo, <italic>f<sub>g</sub></italic> es la fracci&#243;n en peso de tejido fibroglandular, <italic>C<sub>g</sub></italic> es la composici&#243;n qu&#237;mica de tejido fibroglandular, <italic>r<sub>m</sub></italic> es la densidad de una mama, <italic>r<sub>la</sub></italic> es la densidad de tejido adiposo y <italic>r<sub>g</sub></italic> es la densidad de tejido fibroglandular.</p>
      <p>A partir de las ecuaciones (1) y (2), fueron simuladas 6 tipos de mamas. Tales simulaciones buscaron verificar no s&#243;lo la influencia del espesor, como tambi&#233;n los efectos de la composici&#243;n de las mamas en la atenuaci&#243;n de los fotones. El porcentaje de tejido adiposo fue modificado de 0 a 100,0%, en intervalos de 20,0%. As&#237;, fueron adoptados 0, 20, 40, 60, 80 y 100,0% de tejido adiposo en la composici&#243;n de una mama. Consecuentemente, 100, 80, 60, 40, 20 y 0,0% de tejido fibroglandular, respectivamente. Las densidades y las fracciones en peso para la composici&#243;n elemental de tejido adiposo y fibroglandular fueron retiradas de la ICRU 44<sup>14</sup> y son presentadas en el <xref ref-type="fig" rid="es_a03cua01-body3">Cuadro 1</xref>. </p>
      <p content-type="asset">
        <fig id="es_a03cua01-body3">
          <graphic xlink:href="1678-4170-abc-96-01-0008-00162-gf01-es.jpg"/></fig>
      </p>
      <p>Considerando las mamas como siendo compuestas apenas de tejido adiposo, fueron realizadas 6 simulaciones. Cada una para un tama&#241;o diferente de espesor cubo. En seguida, el procedimiento fue repetido para las dem&#225;s situaciones. En todos los casos, fue considerado un haz de fotones incidiendo directamente en una mama (cubo) con energ&#237;a de 140 keV. </p>
      <p>La mayor&#237;a de los equipamientos <italic>SPECT</italic> utilizan cristales cintiladores de yoduro de sodio con impurezas de Talio (NaI[Tl]). Una vez que los fotones precisan perder energ&#237;a en el cristal para ser registrados, apenas una peque&#241;a parte de estos fotones es aprovechada en funci&#243;n de las pobres caracter&#237;sticas de detecci&#243;n del NaI(Tl)<sup>15</sup>. Adem&#225;s de eso, debido a la atenuaci&#243;n del medio entre la fuente y el detector, la mayor parte de los fotones llega al cristal cintilador con energ&#237;a inferior a 140 keV. Por ese motivo, se suele adoptar una ventana alrededor de la energ&#237;a de fotopico. En este trabajo, fue considerada una ventana de energ&#237;a<sup>16</sup> de 14,0%.</p>
      <p>Los datos son presentados como media &#177; desviaci&#243;n-est&#225;ndar. Fueron utilizados tests de c&#225;lculo del coeficiente de correlaci&#243;n lineal para evaluar la asociaci&#243;n entre el n&#250;mero de fotones atenuados y los varios espesores de las mamas y sus composiciones. El test <italic>t </italic>de <italic>Student </italic>para datos no pareados fue utilizado para analizar las medias de fotones no detectados de acuerdo con la variaci&#243;n de espesor y composici&#243;n de las mamas.</p>
      <p>Valores de probabilidad &lt; 0,05 fueron considerados estad&#237;sticamente significativos.</p>
      <p>
        <bold>Resultados</bold>
      </p>
      <p>El primer an&#225;lisis realizado fue la correlaci&#243;n entre el porcentaje de fotones que atravesaron las mamas y los espesores y caracter&#237;sticas de estas. La <xref ref-type="fig" rid="es_a03fig01-body3">Figura 1</xref> demuestra la relaci&#243;n entre el n&#250;mero de fotones que atraviesan las mamas, expresados en porcentaje, con sus respectivas energ&#237;as, en una mama con tejido 100,0% fibroglandular y diferentes espesores del tejido. Podemos observar que, en la franja de energ&#237;a del fotopico del <sup>99m</sup>Tc (140 keV), el espesor de 5 cm de tejido fibroglandular permite el pasaje de 55,7% de los fotones con la energ&#237;a de 140 keV. Variando tal espesor para 10 cm, el pasaje de fotones con 140 keV es reducido a 30,8%, demostrando una reducci&#243;n del orden de 45,0% de los valores previos.</p>
      <p content-type="asset">
        <fig id="es_a03fig01-body3">
          <graphic xlink:href="1678-4170-abc-96-01-0008-00162-gf02-es.jpg"/></fig>
      </p>
      <p>Cuando hacemos los mismos c&#225;lculos para los fotones con energ&#237;a menor que la del fotopico (&lt;140 keV), observamos que el aumento de espesor de la gl&#225;ndula de 5 cm para 10 cm acarrea un aumento del porcentual de fotones que son registrados con energ&#237;as &lt; 140 keV, efecto contrario al visto con los fotones de 140 keV. Para la energ&#237;a de 100 keV, el porcentual de fotones registrados pasa de 12,2% para 17,2%.</p>
      <p>En la <xref ref-type="table" rid="tab1-body3">Tabla 1</xref>, est&#225; listado el porcentaje de fotones no detectados dentro de la ventana energ&#233;tica en funci&#243;n de la atenuaci&#243;n de una mama. En esa tabla, fueron consideradas variaciones en el espesor de la mama y en la composici&#243;n tisular de esta. Aun en la <xref ref-type="table" rid="tab1-body3">Tabla 1</xref>, vemos que, para una misma composici&#243;n de una mama, hay un aumento de casi 6,0% en el n&#250;mero de fotones perdidos al aumentar el espesor de la mama de 5 para 6 cm. Mientras tanto, manteni&#233;ndose inalterado el espesor, una variaci&#243;n de 20,0% en la composici&#243;n de tejido glandular no acarrea diferencias significativas en el n&#250;mero de fotones perdidos (el valor m&#225;ximo de p&#233;rdida fue de 0,6%).</p>
      <table-wrap id="tab1-body3">
        <graphic xlink:href="1678-4170-abc-96-01-0008-00162-gt01-es.jpg"/></table-wrap>
      <p>En una situaci&#243;n extrema, al cambiar de una mama compuesta apenas de tejido adiposo para una compuesta apenas de tejido fibroglandular la p&#233;rdida de fotones aumenta a lo m&#225;ximo en 2,3%. Valor, comparativamente, bien menor del que la variaci&#243;n de apenas un cent&#237;metro de aumento en el espesor de una mama (<xref ref-type="table" rid="tab1-body3">Tabla 1</xref>).</p>
      <p>La p&#233;rdida de fotones llega a ser m&#225;s de 36,0% para una mama de 5 cm de espesor, llegando a 60,5%, cuando la mama posee 10 cm de espesor. Tal p&#233;rdida puede inducir un &#225;rea de hipocaptaci&#243;n en &#225;reas que deber&#237;an ser de captaci&#243;n normal.</p>
      <p>Hubo una fuerte correlaci&#243;n, inversamente proporcional, entre la variaci&#243;n del contenido glandular mamario y el n&#250;mero de fotones atenuados: r = - 0,999 para espesor de 5 cm y r = -0,989 para espesor de 10 cm.</p>
      <p>Comparando las medias de los n&#250;meros de fotones no detectados para los espesores de 5 y 10 cm, fue observado un aumento significativo en los n&#250;meros de fotones no detectados (35,45 &#177; 0,68 <italic>versus</italic> 59,48 &#177; 0,84); p &lt; 0,00001. Al comparar una variaci&#243;n de un cent&#237;metro en el espesor, de 5 y 6 cm, fue observado un aumento significativo en las medias de los n&#250;meros de fotones no detectados (35,45 &#177; 0,68 <italic>versus</italic> 41,08 &#177; 0,78), p &lt; 0,00001.</p>
      <p>Mientras tanto, al doblar el porcentual de tejido fibroglandular de 20 a 40,0% (47,62 &#177; 9,02 <italic>versus</italic> 48,03 &#177; 9,04) y de 40 para 80,0% (48,03 &#177; 9,04 <italic>versus</italic> 48,77 &#177; 9,03), las medias de los n&#250;meros de fotones no detectados no sufrieron modificaci&#243;n significativa, p = 0,4689 y p = 0,4455, respectivamente. Considerando, aun, un caso extremo, en el cual el porcentual de tejido fibroglandular pasa de 0 a 100,0% (47,03 &#177; 8,90 <italic>versus</italic> 49,15 &#177; 9,06), no hay cambios estad&#237;sticos significativos en la media de los n&#250;meros de fotones no detectados, p = 0,3459.</p>
      <p>
        <bold>Discusi&#243;n</bold>
      </p>
      <p>Nuestros resultados demuestran que la simulaci&#243;n de Monte Carlo puede ser extremamente &#250;til en el an&#225;lisis de los efectos de la atenuaci&#243;n de los fotones en c&#225;maras gamma del miocardio con <italic>SPECT</italic>. Observamos que ex&#225;menes que emplean el <sup>99m</sup>Tc sestamibi tienen como principal determinante para la atenuaci&#243;n de fotones, consecuencia de la interacci&#243;n con una mama, el espesor y, en menor grado, la composici&#243;n.</p>
      <p>Una limitaci&#243;n significativa para obtenci&#243;n de las im&#225;genes de perfusi&#243;n mioc&#225;rdica por el m&#233;todo cintilogr&#225;fico es la frecuente presencia de artefactos de atenuaci&#243;n en las im&#225;genes, consecuencia de la interacci&#243;n de los fotones durante la traves&#237;a en los tejidos blandos corporales. Las causas comunes de artefactos de atenuaci&#243;n son las mamas en las mujeres y los tejidos subdiafragm&#225;ticos en los hombres<sup>17</sup>.</p>
      <p>La t&#233;cnica de Monte Carlo ha sido ampliamente aplicada para estudios de la influencia de las mamas en ex&#225;menes de imagen<sup>18-20</sup> y para el c&#225;lculo de dosis consecuencia de tomograf&#237;as computarizadas<sup>21</sup> o de radioterapia<sup>22</sup>. Estudios con la t&#233;cnica de Monte Carlo tambi&#233;n se han mostrado muy valiosos en el &#225;rea de medicina nuclear<sup>23</sup>. La aplicaci&#243;n de esas simulaciones al an&#225;lisis de los efectos de la atenuaci&#243;n de fotones en c&#225;mara gamma del miocardio puede contribuir al desarrollo de la calidad de las im&#225;genes y permiten simulaciones que ser&#237;an poco pr&#225;cticas en estudios experimentales, con exposici&#243;n a la radiaci&#243;n para pacientes e investigadores.</p>
      <p>El real objetivo de la correcci&#243;n de atenuaci&#243;n es disminuir la gran variabilidad en la distribuci&#243;n de conteos en las paredes del miocardio<sup>24</sup>. De esa manera, una de las aplicaciones potenciales de nuestro estudio es la utilizaci&#243;n de &#237;ndices de atenuaci&#243;n para corregir los efectos de las mamas sobre la imagen de c&#225;mara gamma a trav&#233;s de la generaci&#243;n de factores de correcci&#243;n unitarios. Con tales factores, podremos determinar la atenuaci&#243;n para cada tipo de mama, sin la necesidad de ex&#225;menes adicionales. La creaci&#243;n de esos algoritmos de atenuaci&#243;n permitir&#225; una reducci&#243;n, o hasta la abolici&#243;n, de ex&#225;menes adicionales, que han sido empleados para obtenci&#243;n de los mapas de atenuaci&#243;n, que, adem&#225;s de exponer las pacientes a dosis adicionales, aumentan el tiempo del examen, maximizando el n&#250;mero de pacientes atendidos al d&#237;a<sup>4</sup>.</p>
      <p>En conclusi&#243;n, los resultados demostraron que la influencia de los espesores de las mamas en la atenuaci&#243;n de fotones en c&#225;maras gamma del miocardio con <sup>99m</sup>Tc es mucho mayor que la influencia de sus composiciones. Nuevos estudios, entre tanto, deben ser realizados para extrapolar esos datos en modelos de aplicabilidad cl&#237;nica para correcci&#243;n de la atenuaci&#243;n mamaria en c&#225;maras gamma de perfusi&#243;n mioc&#225;rdica.</p>
      <p>
        <bold>Agradecimientos</bold>
      </p>
      <p>No hubo financiamiento externo en este estudio.</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 postgrado.</p>
      <p>
        <bold>Referencias</bold>
      </p>
    </body>
  </sub-article>
</article>
