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  <front>
    <journal-meta>
      <journal-id journal-id-type="nlm-ta">Arq Bras Cardiol</journal-id>
      <journal-id journal-id-type="publisher-id">abc</journal-id>
      <journal-title-group>
        <journal-title>Arquivos Brasileiros de Cardiologia</journal-title>
        <abbrev-journal-title abbrev-type="publisher">Arq. Bras. Cardiol.</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="ppub">0066-782X</issn>
      <issn pub-type="epub">1678-4170</issn>
      <publisher>
        <publisher-name>Sociedade Brasileira de Cardiologia - SBC</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id specific-use="scielo-v3" pub-id-type="publisher-id">pbkyCxTvNx5HQb5Zkqrd9gj</article-id>
      <article-id specific-use="scielo-v2" pub-id-type="publisher-id">S0066-782X2024000400307</article-id>
      <article-id pub-id-type="other">00307</article-id>
      <article-id pub-id-type="doi">10.36660/abc.20230544</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Artigo Original</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Os Biomarcadores podem ser Utilizados para Prever Recorr&#234;ncia de Arritmia ap&#243;s a Abla&#231;&#227;o de Fibrila&#231;&#227;o Atrial Guiada pelo <italic>Ablation-Index</italic>?</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-4231-5647</contrib-id>
          <name>
            <surname>Palma</surname>
            <given-names>Andreia</given-names>
          </name>
          <role>Concep&#231;&#227;o e desenho da pesquisa e An&#225;lise e interpreta&#231;&#227;o dos dados</role>
          <role>Obten&#231;&#227;o de dados</role>
          <role>Reda&#231;&#227;o do manuscrito</role>
          <xref ref-type="aff" rid="aff1">
            <sup>1</sup>
          </xref>
          <xref ref-type="corresp" rid="c1"/>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-9791-767X</contrib-id>
          <name>
            <surname>Sousa</surname>
            <given-names>Pedro A.</given-names>
          </name>
          <role>Concep&#231;&#227;o e desenho da pesquisa e An&#225;lise e interpreta&#231;&#227;o dos dados</role>
          <role>Obten&#231;&#227;o de dados</role>
          <role>Revis&#227;o cr&#237;tica do manuscrito quanto ao conte&#250;do</role>
          <xref ref-type="aff" rid="aff2">
            <sup>2</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-3716-0257</contrib-id>
          <name>
            <surname>Saleiro</surname>
            <given-names>Carolina</given-names>
          </name>
          <role>Obten&#231;&#227;o de dados</role>
          <role>An&#225;lise estat&#237;stica</role>
          <xref ref-type="aff" rid="aff2">
            <sup>2</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Barra</surname>
            <given-names>S&#233;rgio</given-names>
          </name>
          <role>Obten&#231;&#227;o de dados</role>
          <role>Revis&#227;o cr&#237;tica do manuscrito quanto ao conte&#250;do</role>
          <xref ref-type="aff" rid="aff3">
            <sup>3</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Ant&#243;nio</surname>
            <given-names>Nat&#225;lia</given-names>
          </name>
          <role>Obten&#231;&#227;o de dados</role>
          <role>Revis&#227;o cr&#237;tica do manuscrito quanto ao conte&#250;do</role>
          <xref ref-type="aff" rid="aff2">
            <sup>2</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Ad&#227;o</surname>
            <given-names>Luis</given-names>
          </name>
          <role>Obten&#231;&#227;o de dados</role>
          <role>Revis&#227;o cr&#237;tica do manuscrito quanto ao conte&#250;do</role>
          <xref ref-type="aff" rid="aff4">
            <sup>4</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Primo</surname>
            <given-names>Jo&#227;o</given-names>
          </name>
          <role>Obten&#231;&#227;o de dados</role>
          <role>Revis&#227;o cr&#237;tica do manuscrito quanto ao conte&#250;do</role>
          <xref ref-type="aff" rid="aff5">
            <sup>5</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Lebreiro</surname>
            <given-names>Ana</given-names>
          </name>
          <role>Obten&#231;&#227;o de dados</role>
          <role>Revis&#227;o cr&#237;tica do manuscrito quanto ao conte&#250;do</role>
          <xref ref-type="aff" rid="aff4">
            <sup>4</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Fonseca</surname>
            <given-names>Paulo</given-names>
          </name>
          <role>Obten&#231;&#227;o de dados</role>
          <role>Revis&#227;o cr&#237;tica do manuscrito quanto ao conte&#250;do</role>
          <xref ref-type="aff" rid="aff5">
            <sup>5</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Elvas</surname>
            <given-names>Lu&#237;s</given-names>
          </name>
          <role>Revis&#227;o cr&#237;tica do manuscrito quanto ao conte&#250;do</role>
          <xref ref-type="aff" rid="aff2">
            <sup>2</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Gon&#231;alves</surname>
            <given-names>Lino</given-names>
          </name>
          <role>Revis&#227;o cr&#237;tica do manuscrito quanto ao conte&#250;do</role>
          <xref ref-type="aff" rid="aff2">
            <sup>2</sup>
          </xref>
        </contrib>
        <aff id="aff1">
          <label>1</label>
          <institution content-type="orgname">Hospital Pedi&#225;trico de Coimbra</institution>
          <addr-line>
            <named-content content-type="city">Coimbra</named-content>
          </addr-line>
          <country country="PT">Portugal</country>
          <institution content-type="original">Hospital Pedi&#225;trico de Coimbra, Coimbra &#8211; Portugal</institution>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution content-type="orgname">Centro Hospitalar e Universidade de Coimbra</institution>
          <institution content-type="orgdiv1">Departamento de Eletrofisiologia e Estimula&#231;&#227;o</institution>
          <addr-line>
            <named-content content-type="city">Coimbra</named-content>
          </addr-line>
          <country country="PT">Portugal</country>
          <institution content-type="original">Departamento de Eletrofisiologia e Estimula&#231;&#227;o &#8211; Centro Hospitalar e Universidade de Coimbra, Coimbra &#8211; Portugal</institution>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution content-type="orgname">Hospital da Luz Arr&#225;bida</institution>
          <addr-line>
            <named-content content-type="city">Vila Nova de Gaia</named-content>
          </addr-line>
          <country country="PT">Portugal</country>
          <institution content-type="original">Hospital da Luz Arr&#225;bida, Vila Nova de Gaia &#8211; Portugal</institution>
        </aff>
        <aff id="aff4">
          <label>4</label>
          <institution content-type="orgname">Universit&#225;rio S&#227;o Jo&#227;o</institution>
          <institution content-type="orgdiv1">Departamento de Cardiologia do Centro Hospitalar</institution>
          <addr-line>
            <named-content content-type="city">Porto</named-content>
          </addr-line>
          <country country="PT">Portugal</country>
          <institution content-type="original">Departamento de Cardiologia do Centro Hospitalar e Universit&#225;rio S&#227;o Jo&#227;o, Porto &#8211; Portugal</institution>
        </aff>
        <aff id="aff5">
          <label>5</label>
          <institution content-type="orgname">Vila Nova de Gaia e Espinho Hospital</institution>
          <institution content-type="orgdiv1">Departamento de Cardiologia</institution>
          <addr-line>
            <named-content content-type="city">Vila Nova de Gaia</named-content>
          </addr-line>
          <country country="PT">Portugal</country>
          <institution content-type="original">Departamento de Cardiologia &#8211; Vila Nova de Gaia e Espinho Hospital, Vila Nova de Gaia &#8211; Portugal</institution>
        </aff>
      </contrib-group>
      <author-notes>
        <corresp id="c1"><bold>Correspond&#234;ncia: Andreia Palma</bold> &#8226; Hospital Pedi&#225;trico de Coimbra - Avenida R. Dr. Afonso Rom&#227;o Coimbra, <postal-code>3000-602</postal-code> - Portugal E-mail: <email>andreia.fmp91@gmail.com</email> </corresp>
        <fn fn-type="edited-by">
          <p>Editor respons&#225;vel pela revis&#227;o: Maur&#237;cio Scanavacca</p>
        </fn>
        <fn fn-type="conflict">
          <p>
            <bold>Potencial conflito de interesse</bold>
          </p>
          <p>N&#227;o h&#225; conflito com o presente artigo</p>
        </fn>
      </author-notes>
      <pub-date date-type="pub" publication-format="electronic">
        <day>29</day>
        <month>04</month>
        <year>2024</year>
      </pub-date>
      <pub-date date-type="collection" publication-format="electronic">
        <year>2024</year>
      </pub-date>
      <volume>121</volume>
      <issue>4</issue>
      <elocation-id>e20230544</elocation-id>
      <history>
        <date date-type="received">
          <day>09</day>
          <month>08</month>
          <year>2023</year>
        </date>
        <date date-type="rev-recd">
          <day>04</day>
          <month>12</month>
          <year>2023</year>
        </date>
        <date date-type="accepted">
          <day>18</day>
          <month>01</month>
          <year>2024</year>
        </date>
      </history>
      <permissions>
        <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/" xml:lang="en">
          <license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution License</license-p>
        </license>
      </permissions>
      <abstract>
        <title>Resumo</title>
        <sec>
          <title>Fundamento:</title>
          <p>O software <italic>ablation index</italic> (AI) permitiu melhorar os resultados da abla&#231;&#227;o de fibrila&#231;&#227;o atrial (FA), mas as taxas de recorr&#234;ncia permanecem significativas. Biomarcadores s&#233;ricos espec&#237;ficos t&#234;m sido associados a essa recorr&#234;ncia.</p>
        </sec>
        <sec>
          <title>Objetivos:</title>
          <p>Avaliar se certos biomarcadores podem ser utilizados (individualmente ou combinados) para predizer a recorr&#234;ncia de FA p&#243;s abla&#231;&#227;o guiada pelo AI.</p>
        </sec>
        <sec>
          <title>M&#233;todos:</title>
          <p>Estudo multic&#234;ntrico, observacional, prospectivo de pacientes consecutivos, encaminhados para abla&#231;&#227;o de FA de janeiro de 2018 a mar&#231;o de 2021. Hemoglobina, pept&#237;deo natriur&#233;tico cerebral (BNP), prote&#237;na C reativa, troponina I ultrassens&#237;vel, <italic>clearance</italic> de creatinina, Horm&#244;nio Tireoestimulante (TSH), e Tiroxina livre (T<sub>4</sub>) foram avaliados quanto &#224; capacidade de prever a recorr&#234;ncia de arritmias durante o acompanhamento. Valores de p &lt;0,05 foram aceitos como estatisticamente significativos.</p>
        </sec>
        <sec>
          <title>Resultados:</title>
          <p>Um total de 593 pacientes foram inclu&#237;dos &#8211; 412 com FA parox&#237;stica e 181 com FA persistente. Durante o seguimento m&#233;dio de 24&#177;6 meses, 76,4% n&#227;o apresentaram recidiva ap&#243;s abla&#231;&#227;o. Individualmente, os biomarcadores demonstraram um valor preditivo baixo ou nulo para recorr&#234;ncia. No entanto, TSH &gt;1,8 &#956;UI/mL [HR=1,82 (IC95%, 1,89-2,80), p=0,006] foi um preditor independente de recorr&#234;ncia. Avaliando-se a combina&#231;&#227;o de TSH, FT<sub>4</sub> e BNP, a adi&#231;&#227;o de cada valor &#8220;anormal&#8221; foi associada a uma menor sobrevida livre de recorr&#234;ncia (87,1% se nenhum vs. 83,5% se um vs. 75,1% se dois vs. 43,3% se tr&#234;s biomarcadores, p&lt;0,001). Doentes com tr&#234;s biomarcadores &#8220;anormais&#8221; apresentaram tr&#234;s vezes maior probabilidade de recorr&#234;ncia de FA, comparativamente aos que n&#227;o apresentaram nenhum biomarcador &#8220;anormal&#8221; (HR=2,88 [IC95%, 1,39-5,17], p=0,003).</p>
        </sec>
        <sec>
          <title>Conclus&#245;es:</title>
          <p>Quando combinados, valores anormais de TSH, FT<sub>4</sub> e BNP podem ser uma ferramenta &#250;til para prever a recorr&#234;ncia de FA p&#243;s abla&#231;&#227;o guiada pelo AI.</p>
        </sec>
      </abstract>
      <kwd-group xml:lang="pt">
        <title>Palavras-chave:</title>
        <kwd>Biomarcadores</kwd>
        <kwd>Abla&#231;&#227;o por Cateter</kwd>
        <kwd>Fibrila&#231;&#227;o Atrial</kwd>
        <kwd>Arritmias Card&#237;acas</kwd>
      </kwd-group>
      <counts>
        <fig-count count="6"/>
        <table-count count="8"/>
        <equation-count count="0"/>
        <ref-count count="38"/>
      </counts>
    </article-meta>
  </front>
  <body>
    <fig id="f3">
      <attrib>Curvas de Kaplan-Meier para sobrevida livre de recorr&#234;ncia de arritmia, segundo o n&#250;mero biomarcadores em n&#237;veis &#8220;anormais&#8221; (87,1 % para nenhum biomarcador vs. 83,5% para um vs. 75,1% para dois biomarcadores vs. 43,3% para tr&#234;s biomarcadores, p&lt;0,001).</attrib>
      <graphic xlink:href="1678-4170-abc-121-04-e20230544-30544-gf01.tif"/></fig>
    <sec sec-type="intro">
      <title>Introdu&#231;&#227;o</title>
      <p>A fibrila&#231;&#227;o atrial (FA) &#233; a arritmia card&#237;aca sustentada mais comum e causa de elevados custos sociais e de sa&#250;de devido &#224; utiliza&#231;&#227;o recorrente dos servi&#231;os de sa&#250;de para o manejo de sintomas e pela morbidade associada.<sup><xref ref-type="bibr" rid="B1">1</xref>,<xref ref-type="bibr" rid="B2">2</xref></sup> A preval&#234;ncia da FA aumenta com a idade, variando de 0,5% em indiv&#237;duos com idade entre 50 e 59 anos a 8,8% em indiv&#237;duos com idade entre 80 e 89 anos.<sup><xref ref-type="bibr" rid="B3">3</xref></sup> A abla&#231;&#227;o por radiofrequ&#234;ncia (RF) surgiu como op&#231;&#227;o terap&#234;utica para a FA, mas apesar dos avan&#231;os recentes, as taxas de recorr&#234;ncia continuam consideravelmente altas.<sup><xref ref-type="bibr" rid="B4">4</xref></sup> Recentemente, um novo <italic>software</italic> intitulado &#8220;<italic>Ablation Index</italic>&#8221; (AI, ou &#8220;&#205;ndice de Abla&#231;&#227;o&#8221;, Biosense Webster), que incorpora for&#231;a de contato, tempo e pot&#234;ncia em uma f&#243;rmula ponderada, tem sido associado com menor ocorr&#234;ncia de reconex&#227;o da veia pulmonar, e sobrevida livre de arritmias, variando de 78% a mais de 90%.<sup><xref ref-type="bibr" rid="B5">5</xref>&#8211;<xref ref-type="bibr" rid="B9">9</xref></sup></p>
      <p>Identificar um maior risco de recorr&#234;ncia de arritmia pode ajudar m&#233;dicos a selecionar pacientes para abla&#231;&#227;o, inform&#225;-los sore os riscos e benef&#237;cios, e selecionar a melhor estrat&#233;gia de abla&#231;&#227;o. V&#225;rios biomarcadores foram associados com recorr&#234;ncia de arritmia atrial ap&#243;s a abla&#231;&#227;o da FA. Por&#233;m, os resultados variaram substancialmente entre os estudos, e o valor preditivo desses biomarcadores foi baixo.<sup><xref ref-type="bibr" rid="B10">10</xref>&#8211;<xref ref-type="bibr" rid="B18">18</xref></sup> A maioria desses estudos avaliou o impacto dos biomarcadores individualmente em vez de inclui-los em um escore multiparam&#233;trico. Al&#233;m disso, com exce&#231;&#227;o de um estudo,<sup><xref ref-type="bibr" rid="B19">19</xref></sup> nenhum biomarcador foi avaliado no contexto da abla&#231;&#227;o guiada por um software desenvolvido para predizer les&#227;o transmural.</p>
      <p>O objetivo deste estudo foi identificar biomarcadores s&#233;ricos pr&#233;-abla&#231;&#227;o, associados com recorr&#234;ncia de arritmia, no contexto da abla&#231;&#227;o da FA guiada pelo software AI.</p>
    </sec>
    <sec sec-type="methods">
      <title>M&#233;todos</title>
      <sec>
        <title>Delineamento e local do estudo</title>
        <p>Estudo observacional, prospectivo, multic&#234;ntrico de pacientes consecutivos encaminhados para abla&#231;&#227;o da FA entre janeiro de 2018 e mar&#231;o de 2021. Pacientes com FA parox&#237;stica ou persistente, encaminhados para abla&#231;&#227;o por cateter, foram submetidos a um protocolo espec&#237;fico de abla&#231;&#227;o. Dados cl&#237;nicos basais e par&#226;metros da abla&#231;&#227;o foram obtidos dos bancos de dados do hospital. Valores s&#233;ricos dos biomarcadores pr&#233;-abla&#231;&#227;o foram avaliados quanto &#224; sua associa&#231;&#227;o ou n&#227;o com recorr&#234;ncia de arritma durante o acompanhamento.</p>
        <p>Todos os pacientes assinaram um termo de consentimento, e o estudo foi aprovado pelo comit&#234; de &#233;tica institucional local.</p>
      </sec>
      <sec>
        <title>Crit&#233;rios de eligibilidade dos pacientes</title>
        <p>Os pacientes foram eleg&#237;veis para inclus&#227;o no estudo se preenchessem os seguintes crit&#233;rios de inclus&#227;o: 1) pacientes com FA parox&#237;stica, persistente ou persistente de longa dura&#231;&#227;o, com idade igual ou superior a 18 anos, refrat&#225;rios ou intolerantes &#224; terapia com Drogas Antiarr&#237;tmicas (DAA), 2) pacientes submetidos &#224; abla&#231;&#227;o por RF utilizando um cateter irrigado para abla&#231;&#227;o por for&#231;a de contato, guiada pelo software AI. A FA parox&#237;stica foi definida como FA com t&#233;rmino espont&#226;neo ou tratada com cardiovers&#227;o em sete dias; FA persistente foi definida como FA sustentada por mais de sete dias ou tratada com cardiovers&#227;o ap&#243;s sete ou mais dias; e FA persistente de longa dura&#231;&#227;o foi definida como FA cont&#237;nua por um ano e com estrat&#233;gia de controle do ritmo, de acordo com as diretrizes da Sociedade Europeia de Cardiologia de 2020, elaborada com a colabora&#231;&#227;o da Associa&#231;&#227;o Europeia de Ritmo Card&#237;aco.<sup><xref ref-type="bibr" rid="B20">20</xref></sup></p>
        <p>Os crit&#233;rios de exclus&#227;o foram: hist&#243;ria de abla&#231;&#227;o da FA ou s&#237;ndrome coronariana aguda clinicamente aparente, contraindica&#231;&#227;o para anticoagula&#231;&#227;o e presen&#231;a de trombo intracard&#237;aco detectado antes do procedimento de abla&#231;&#227;o. Hipertireoidismo e hipotiroidismo foram considerados contraindica&#231;&#227;o para abla&#231;&#227;o por cateter.</p>
        <p>Hist&#243;ria conhecida de doen&#231;a tireoidiana foi definida como hist&#243;ria de tireoidite, tireoidectomia, ou em tratamento cl&#237;nico para hipertireoidismo ou hipotiroidismo, independentemente dos n&#237;veis atuais de tiroxina (T4) livre.</p>
      </sec>
      <sec>
        <title>Procedimento de abla&#231;&#227;o</title>
        <p>Detalhes do manejo periprocedural e t&#233;cnicas individualizadas de abla&#231;&#227;o de FA persistente e parox&#237;stica realizados em nossa institui&#231;&#227;o foram publicados anteriormente,<sup><xref ref-type="bibr" rid="B21">21</xref>&#8211;<xref ref-type="bibr" rid="B23">23</xref></sup> e descritos detalhadamente no material suplementar.</p>
      </sec>
      <sec>
        <title>Medidas dos biomarcadores</title>
        <p>Todos os biomarcadores s&#233;ricos &#8211; Hemoglobina (Hb), Pept&#237;deo Natriur&#233;tico Cerebral (BNP), Prote&#237;na C-reativa (PCR), Troponina Ultrassens&#237;vel (Tn-us), <italic>Clearance</italic> de Creatinina (Cl Cr), Horm&#244;nio Tireoestimulante (TSH) e Tiroxina (T<sub>4</sub>) livre &#8211; foram medidos at&#233; 18 horas antes do procedimento (independente da frequ&#234;ncia card&#237;aca), com o paciente em posi&#231;&#227;o supina, seguindo-se protocolos locais. Para a medida da Tn-us s&#233;rica (expressa em ng/L), o plasma foi separado por centrifuga&#231;&#227;o a 3500 rpm por 15 minutos e medido logo em seguida. Os n&#237;veis de Tn-us foram analisados usando o teste diagn&#243;stico Alinity<sup>&#174;</sup> (Abbot). O ponto de corte para o percentil 99 da Tn-us foi 16 ng/L. Os n&#237;veis plasm&#225;ticos de PCR foram medidos por um imunoensaio em l&#225;tex (turbidimetria) (Alinity c CRP Vario, <italic>Abbott Diagnostics</italic>). Os valores de refer&#234;ncia para PCR s&#227;o abaixo de 0,5mg/dL, sendo o limite inferior de detec&#231;&#227;o pelo teste de 0,1 mg/dL, e o limite mais alto 48mg/dL. Os n&#237;veis de BNP (pg/mL) foram medidos com um autoanalisador (Alinity, Abbot Diagnostics) usando o imunoensaio de micropart&#237;culas por quimioluminesc&#234;ncia. O ponto de corte considerado normal foi &lt;100pg/mL. Valores s&#233;ricos de TSH e T4 livre foram medidos por imunoensaio de micropart&#237;culas por quimioluminesc&#234;ncia (Alinity, Abbott Diagnostics). Os valores laboratoriais de refer&#234;ncia para T<sub>4</sub> livre e TSH foram 0,7 a 1,5 ng/dL e 0,4 a 4,0 &#956;UI/mL, respectivamente. A creatinina s&#233;rica foi avaliada com um imunoensaio comercial com l&#225;tex (Alinity, Abbott Diagnostics). Os n&#237;veis de creatinina (mg/dL) considerados normais foram entre 0,55 e 1,02 mg/dL (mulheres) e entre 0,72 e 1,18 mg/dL (homens). O Cl Cr foi calculado usando a equa&#231;&#227;o de Cockcroft-Gault. Os n&#237;veis de Hb (g/dL) foram medidos por fotometria, utilizando um sistema de hematologia autom&#225;tico (Sysmex XN-9000, Sysmex) e o m&#233;todo SLS-Hgb (lauril sulfato de s&#243;dio, livre de cianeto). Entre os homens, os n&#237;veis de Hb entre 13,5 e 17,5 g/dL (18 a 49 anos de idade), 12,0 e 15,6 g/dL (49 a 65 anos) e entre 11,8 e 15,8 g/dL (&gt;65 anos de idade) foram considerados normais. Nas mulheres, os valores de corte para Hb foram de 12,0 a 16,0g/dL (18 a 49 anos de idade), 12,0 a 15,6 g/dL (49 a 65 anos de idade) e de 11,8 a 15,8 g/dL (&gt;65 anos).</p>
      </sec>
      <sec>
        <title>Desfechos do estudo</title>
        <p>O objetivo prim&#225;rio foi avaliar se biomarcadores s&#233;ricos, isolados ou combinados, podem ser usados para predizer a recorr&#234;ncia de arritmia ap&#243;s a abla&#231;&#227;o da FA guiada pelo AI. A recorr&#234;ncia de arritmia foi definida como a documenta&#231;&#227;o de pelo menos 30 segundos de arritmia atrial sustentada ap&#243;s um per&#237;odo de tr&#234;s meses (<italic>blanking</italic>), independentemente dos sintomas.<sup><xref ref-type="bibr" rid="B24">24</xref></sup></p>
      </sec>
      <sec>
        <title>Acompanhamento</title>
        <p>Ap&#243;s o procedimento &#237;ndice, os pacientes foram acompanhados por um m&#237;nimo de 12 meses. Os pacientes foram avaliados antes da alta, e aos tr&#234;s, seis, 12, 18 e 24 meses ap&#243;s o procedimento. A ecocardiografia transtor&#225;cica e o monitoramento por Holter 24 horas foram realizados antes da alta. As informa&#231;&#245;es coletadas durante o seguimento inclu&#237;ram um eletrocardiograma de 12 deriva&#231;&#245;es e um Holter 24 horas em cada visita. Um monitoramento por Holter por sete dias foi realizado no m&#237;nimo uma vez ao ano. Na alta, o uso de DAA foi interrompido nos pacientes com FA (exceto os betabloqueadores). Nos pacientes com FA persistente ou persistente de longa dura&#231;&#227;o, a prescri&#231;&#227;o de DAA ficou &#224; crit&#233;rio do m&#233;dico. Os primeiros tr&#234;s meses ap&#243;s o procedimento foram considerados como um per&#237;odo de <italic>blanking</italic>, e recorr&#234;ncias ap&#243;s esse per&#237;odo n&#227;o foram consideradas. A estrat&#233;gia de anticoagula&#231;&#227;o ap&#243;s os tr&#234;s primeiros meses foi baseada no escore CHA2DS2Vasc.</p>
      </sec>
      <sec>
        <title>An&#225;lise estat&#237;stica</title>
        <p>A an&#225;lise estat&#237;stica foi realizada usando o programa IBM SPSS Statistics vers&#227;o 25 (IBM, Armonk, Nova Iorque) e o programa MedCalc Ltd. As vari&#225;veis categ&#243;ricas foram expressas como frequ&#234;ncias e porcentagens, e as vari&#225;veis cont&#237;nuas com e sem distribui&#231;&#227;o normal como m&#233;dia &#177; desvio padr&#227;o e mediana e Intervalo Interquartil (IIQ), respectivamente. O teste X<sup><xref ref-type="bibr" rid="B2">2</xref></sup> foi usado para avaliar diferen&#231;as ente vari&#225;veis categ&#243;ricas e o teste t de Student e o teste Mann-Whitney-Wilcoxon foram usados para comparar as vari&#225;veis cont&#237;nuas com e sem distribui&#231;&#227;o normal, respectivamente. O teste de Kolmogorov-Smirnov foi usado para testar a normalidade da distribui&#231;&#227;o das vari&#225;veis cont&#237;nuas. A &#225;rea sob a curva ROC (AUC) foi usada para testar o desempenho discriminat&#243;rio de cada biomarcador, ou de sua combina&#231;&#227;o, na predi&#231;&#227;o da recorr&#234;ncia de arritmia. Para cada preditor, o valor com a melhor sensibilidade e a melhor especificidade foi definido de acordo com o &#205;ndice de Youden. Esse valor foi usado para dicotomizar os biomarcadores s&#233;ricos como &#8220;normais&#8221; ou &#8220;anormais&#8221; e como uma vari&#225;vel dicot&#244;mica na an&#225;lise de sobrevida. As curvas de Kaplan-Meier foram criadas para ilustrar a sobrevida livre de arritmia de acordo com as diferentes combina&#231;&#245;es de biomarcadores. Um modelo de riscos proporcionais de Cox com covari&#225;veis dependentes de tempo para a mudan&#231;a da combina&#231;&#227;o de biomarcadores e recorr&#234;ncia de FA foi constru&#237;do para avaliar o efeito independente dessas combina&#231;&#245;es sobre os desfechos. Todas as vari&#225;veis demogr&#225;ficas, cl&#237;nicas e laboratoriais consideradas a exercerem um impacto sobre a recorr&#234;ncia de FA foram testadas em an&#225;lise univariada. As vari&#225;veis que atingiram signific&#226;ncia estat&#237;stica foram inclu&#237;das no modelo de an&#225;lise multivariada. Al&#233;m disso, realizou-se uma sub-an&#225;lise para os pacientes com FA parox&#237;stica e pacientes com FA persistente. Valores de p inferiores a 0,05 foram considerados estatisticamente significativos.</p>
      </sec>
    </sec>
    <sec sec-type="results">
      <title>Resultados</title>
      <p>Dos 705 pacientes inicialmente submetidos &#224; abla&#231;&#227;o da FA durante o per&#237;odo de recrutamento, 98 foram exclu&#237;dos devido &#224; hist&#243;ria pr&#233;via de abla&#231;&#227;o da FA e 14 pacientes foram perdidos durante o seguimento (Figura S-1). A amostra final incluiu 593 pacientes, correspondendo a 412 pacientes com FA parox&#237;stica e 181 pacientes com FA persistente e FA persistente de longa dura&#231;&#227;o. V&#225;rias diferen&#231;as nas caracter&#237;sticas basais foram encontradas entre os pacientes com FA parox&#237;stica e os pacientes com FA persistente (<xref ref-type="table" rid="t1">Tabela 1</xref>). N&#227;o foram observadas diferen&#231;as quanto &#224; exist&#234;ncia de doen&#231;a tireoidiana conhecida ou ao tratamento pr&#233;vio com amiodarona.</p>
      <table-wrap id="t1">
        <label>Tabela 1</label>
        <caption>
          <title>Caracter&#237;sticas basais dos pacientes com fibrila&#231;&#227;o atrial</title>
        </caption>
        <table frame="hsides" rules="groups">
          <colgroup width="20%">
            <col/>
            <col/>
            <col/>
            <col/>
            <col/>
          </colgroup>
          <thead style="border-top: thin solid; border-bottom: thin solid; border-color: #000000">
            <tr style="background-color:#76B4CF">
              <th align="left" valign="middle"/>
              <th align="center" valign="middle">Todos os pacientes<break/> (n=593)</th>
              <th align="center" valign="middle">FA parox&#237;stica<break/> (n=412)</th>
              <th align="center" valign="middle">FA persistente<break/> (n=181)</th>
              <th align="center" valign="middle">Valor p</th>
            </tr>
          </thead>
          <tbody style="border-bottom: thin solid; border-color: #000000">
            <tr>
              <td align="left" valign="middle">Sexo masculino, n (%)</td>
              <td align="center" valign="middle">345 (58)</td>
              <td align="center" valign="middle">234 (57)</td>
              <td align="center" valign="middle">111 (61)</td>
              <td align="center" valign="middle">0,30</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle">Idade, anos (m&#233;dia &#177; DP)</td>
              <td align="center" valign="middle">59 &#177; 12</td>
              <td align="center" valign="middle">58 &#177; 12</td>
              <td align="center" valign="middle">60 &#177; 13</td>
              <td align="center" valign="middle">0,07</td>
            </tr>
            <tr>
              <td align="left" valign="middle">IMC, Kg/m<sup>2</sup> (m&#233;dia &#177; DP)</td>
              <td align="center" valign="middle">27 &#177; 5</td>
              <td align="center" valign="middle">27 &#177; 5</td>
              <td align="center" valign="middle">27 &#177; 4</td>
              <td align="center" valign="middle">0,59</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle">Hipertens&#227;o, n (%)</td>
              <td align="center" valign="middle">235 (40)</td>
              <td align="center" valign="middle">244 (59)</td>
              <td align="center" valign="middle">113 (62)</td>
              <td align="center" valign="middle">0,48</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Diabetes mellitus, n (%)</td>
              <td align="center" valign="middle">376 (65)</td>
              <td align="center" valign="middle">268 (67)</td>
              <td align="center" valign="middle">108 (61)</td>
              <td align="center" valign="middle">0,16</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle">Hist&#243;ria de AVC, n (%)</td>
              <td align="center" valign="middle">27 (5)</td>
              <td align="center" valign="middle">18 (4)</td>
              <td align="center" valign="middle">9 (5)</td>
              <td align="center" valign="middle">0,75</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Insufici&#234;ncia card&#237;aca congestiva, n (%)</td>
              <td align="center" valign="middle">132 (23)</td>
              <td align="center" valign="middle">60 (15)</td>
              <td align="center" valign="middle">71 (41)</td>
              <td align="center" valign="middle">&lt;0,001</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle">Doen&#231;a card&#237;aca estrutural, n (%)</td>
              <td align="center" valign="middle">39 (7)</td>
              <td align="center" valign="middle">20 (5)</td>
              <td align="center" valign="middle">19 (11)</td>
              <td align="center" valign="middle">0,010</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Apneia do sono, n (%)</td>
              <td align="center" valign="middle">44 (7)</td>
              <td align="center" valign="middle">32 (8)</td>
              <td align="center" valign="middle">12 (7)</td>
              <td align="center" valign="middle">0,63</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle">Hist&#243;ria de doen&#231;a tiroidiana, n (%)</td>
              <td align="center" valign="middle">121 (21)</td>
              <td align="center" valign="middle">77 (18)</td>
              <td align="center" valign="middle">44 (24)</td>
              <td align="center" rowspan="3" valign="middle">0,21</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle">Hipotiroidismo, n (%)</td>
              <td align="center" valign="middle">77 (13)</td>
              <td align="center" valign="middle">51 (12)</td>
              <td align="center" valign="middle">26 (14)</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle">Hipertiroidismo, n (%)</td>
              <td align="center" valign="middle">44 (7)</td>
              <td align="center" valign="middle">26 (6)</td>
              <td align="center" valign="middle">18 (10)</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Pacientes em uso de DAA classe IC ou Sotalol, n (%)</td>
              <td align="center" valign="middle">275 (46)</td>
              <td align="center" valign="middle">208 (51)</td>
              <td align="center" valign="middle">67 (37)</td>
              <td align="center" valign="middle">0,002</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle">Pacientes em uso de amiodarona, n (%)</td>
              <td align="center" valign="middle">206 (35)</td>
              <td align="center" valign="middle">136 (33)</td>
              <td align="center" valign="middle">70 (39)</td>
              <td align="center" valign="middle">0,17</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Escore CHA<sub>2</sub>DS<sub>2</sub>VASc (m&#233;dia &#177; DP)</td>
              <td align="center" valign="middle">1,8 &#177; 1,3</td>
              <td align="center" valign="middle">1,7 &#177; 1,3</td>
              <td align="center" valign="middle">2,0 &#177; 1,2</td>
              <td align="center" valign="middle">&lt;0,001</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle">Di&#226;metro AE (mm), (m&#233;dia &#177; DP)</td>
              <td align="center" valign="middle">44 &#177; 19</td>
              <td align="center" valign="middle">42 &#177; 6</td>
              <td align="center" valign="middle">49 &#177; 33</td>
              <td align="center" valign="middle">&lt;0,001</td>
            </tr>
            <tr>
              <td align="left" valign="middle">FEVE, % (m&#233;dia &#177; DP)</td>
              <td align="center" valign="middle">57 &#177; 9</td>
              <td align="center" valign="middle">58 &#177; 8</td>
              <td align="center" valign="middle">54 &#177; 10</td>
              <td align="center" valign="middle">&lt;0,001</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle">Volume AE (angiotomografia), mL (m&#233;dia &#177; DP)</td>
              <td align="center" valign="middle">135 &#177; 51</td>
              <td align="center" valign="middle">123 &#177; 41</td>
              <td align="center" valign="middle">157 &#177; 61</td>
              <td align="center" valign="middle">&lt;0,001</td>
            </tr>
            <tr>
              <td align="left" valign="middle">&#205;ndice de abla&#231;&#227;o (m&#233;dia &#177; DP)</td>
              <td align="center" valign="middle">457 &#177; 37</td>
              <td align="center" valign="middle">457 &#177; 40</td>
              <td align="center" valign="middle">459 &#177; 24</td>
              <td align="center" valign="middle">0,19</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle">Presen&#231;a de &#225;rea de baixa voltagem, n (%)</td>
              <td align="center" valign="middle">154 (27)</td>
              <td align="center" valign="middle">58 (14)</td>
              <td align="center" valign="middle">96 (58)</td>
              <td align="center" valign="middle">&lt;0,001</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="TFN1">
            <p>FA: fibrila&#231;&#227;o atrial; IMC: &#237;ndice de massa corporal; AVC: acidente vascular cerebral; AE: atrial esquerdo; FEVE: fra&#231;&#227;o de eje&#231;&#227;o do ventr&#237;culo esquerdo.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p>Valores dos biomarcadores anteriores &#224; abla&#231;&#227;o s&#227;o descritos com detalhe na <xref ref-type="table" rid="t2">Tabela 2</xref>. Os pacientes no grupo com FA persistente apresentaram n&#237;veis mais altos de TSH e BNP antes da abla&#231;&#227;o e compara&#231;&#227;o a pacientes com FA parox&#237;stica.</p>
      <table-wrap id="t2">
        <label>Tabela 2</label>
        <caption>
          <title>N&#237;veis dos biomarcadores nos pacientes com fibrila&#231;&#227;o atrial</title>
        </caption>
        <table frame="hsides" rules="groups">
          <colgroup width="20%">
            <col/>
            <col/>
            <col/>
            <col/>
            <col/>
          </colgroup>
          <thead style="border-top: thin solid; border-bottom: thin solid; border-color: #000000">
            <tr style="background-color:#76B4CF">
              <th align="left" valign="middle"/>
              <th align="center" valign="middle">Todos os pacientes<break/> (n=593)</th>
              <th align="center" valign="middle">FA parox&#237;stica<break/> (n=412)</th>
              <th align="center" valign="middle">FA persistente<break/> (n=181)</th>
              <th align="center" valign="middle">Valor p</th>
            </tr>
          </thead>
          <tbody style="border-bottom: thin solid; border-color: #000000">
            <tr>
              <td align="left" valign="middle">Clearance de creatinina, mL/min (m&#233;dia &#177; DP)</td>
              <td align="center" valign="middle">95 &#177; 41</td>
              <td align="center" valign="middle">94 &#177; 43</td>
              <td align="center" valign="middle">96 &#177; 36</td>
              <td align="center" valign="middle">0,64</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle">Hemoglobina, g/dL (m&#233;dia &#177; DP)</td>
              <td align="center" valign="middle">14,0 &#177; 1,5</td>
              <td align="center" valign="middle">14,0 &#177; 1,5</td>
              <td align="center" valign="middle">14,1 &#177; 1,5</td>
              <td align="center" valign="middle">0,87</td>
            </tr>
            <tr>
              <td align="left" valign="middle">TSH, &#956;UI/mL (m&#233;dia &#177; DP)</td>
              <td align="center" valign="middle">1,8 &#177; 1,7</td>
              <td align="center" valign="middle">1,6 &#177; 1,4</td>
              <td align="center" valign="middle">2,1 &#177; 2,2</td>
              <td align="center" valign="middle">&lt;0,001</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle">T<sub>4</sub>, ng/dL (mediana, Q1-Q3)</td>
              <td align="center" valign="middle">1,1 (1,0-1,2)</td>
              <td align="center" valign="middle">1,1 (1,0-1,3)</td>
              <td align="center" valign="middle">1,1 (1,0-1,2)</td>
              <td align="center" valign="middle">0,46</td>
            </tr>
            <tr>
              <td align="left" valign="middle">PCR, mg/dL (mediana, Q1-Q3)</td>
              <td align="center" valign="middle">0,2 (0,1-0,4)</td>
              <td align="center" valign="middle">0,2 (0,1-0,4)</td>
              <td align="center" valign="middle">0,2 (0,1-0,5)</td>
              <td align="center" valign="middle">0,17</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle">BNP, pg/mL (mediana, Q1-Q3)</td>
              <td align="center" valign="middle">57 (25-120)</td>
              <td align="center" valign="middle">46 (22-10,2)</td>
              <td align="center" valign="middle">92 (47-167)</td>
              <td align="center" valign="middle">&lt;0,001</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Tn-us, ng/L (m&#233;dia&#177;DP)</td>
              <td align="center" valign="middle">6 &#177; 20</td>
              <td align="center" valign="middle">5 &#177; 23</td>
              <td align="center" valign="middle">7 &#177; 13</td>
              <td align="center" valign="middle">0,37</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="TFN2">
            <p>FA: fibrila&#231;&#227;o atrial; TSH: horm&#244;nio tireoestimulante; T4: Tiroxina livre; PCR: Prote&#237;na C reativa; BNP: pept&#237;deo natriur&#233;tico cerebral; Tn-us: Troponina Ultrassens&#237;vel.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <sec>
        <title>Biomarcadores e recorr&#234;ncia de arritmia</title>
        <p>O tempo de acompanhamento m&#233;dio foi de 24&#177;6 meses. Em geral, n&#227;o houve ocorr&#234;ncia de arritmia atrial nos tr&#234;s meses (<italic>blanking</italic>) ap&#243;s o procedimento em 76,4% dos pacientes (78,2% dos pacientes com FA parox&#237;stica e sem DAA, e 72,4% dos pacientes com FA persistente, sendo 50% sem uso de DAA).</p>
        <p>Os diferentes biomarcadores apresentaram poder preditivo modesto ou nulo para recorr&#234;ncia de arritmia quando usados isoladamente (<xref ref-type="fig" rid="f1">Figura 1</xref>): BNP pr&#233;-abla&#231;&#227;o [AUC 0,61, IC95% (0,56-0,65), p&lt;0,001), TSH pr&#233;-abla&#231;&#227;o [AUC 0,58, IC95% (0,54-9,62), p=0,008); T<sub>4</sub> livre pr&#233;-abla&#231;&#227;o [AUC 0,57, IC95% (0,53-0,61); p=0,-17); Hb pr&#233;-abla&#231;&#227;o [AUC 0,55; IC95% (0,50-0,59), p=0,11], Hs-cTnI pr&#233;-abla&#231;&#227;o [AUC 0,53, IC95% (0,49-0,57), p=0,19], Cl Cr pr&#233;-abla&#231;&#227;o [AUC 0.50, IC95% (0,46-0,54), p=0,97], PCR pr&#233;-abla&#231;&#227;o (AUC 0,50, IC95% (0,46-0,54), p=0,99). Ao considerar somente os biomarcadores com poder preditivo, os seguintes pontos de corte apresentaram melhores sensibilidade e especificidade combinadas e foram usados para an&#225;lise subsequente: TSH de 1,8 &#956;UI/mL (especificidade de 72%, sensibilidade de 47%, valor preditivo positivo de 81%) T<sub>4</sub> livre de 1,1 ng/dL (especificidade de 63%, sensibilidade de 52%, valor preditivo positivo de 31%, valor preditivo negativo de 80%), e valor de BNP de 48pg/mL (especificidade de 50%, sensibilidade de 73%, valor preditivo positivo de 30%, valor preditivo negativo de 85%) (Figura S-2).</p>
        <fig id="f1">
          <label>Figura 1</label>
          <caption>
            <title>Curva ROC ilustrando o poder discriminat&#243;rio de cada biomarcador. TSH: horm&#244;nio tireoestimulante; T4: Tiroxina livre; Hb: Hemoglobina; PCR: Prote&#237;na C reativa; BNP: pept&#237;deo natriur&#233;tico cerebral; Tn-us: Troponina Ultrassens&#237;vel.</title>
          </caption>
          <graphic xlink:href="1678-4170-abc-121-04-e20230544-30544-gf02.tif"/></fig>
        <p>Na an&#225;lise multivariada, hipertireoidismo, TSH &gt; 1,8 &#956;UI/mL e di&#226;metro atrial esquerdo foram preditores independentes de recorr&#234;ncia de arritmia, ao contr&#225;rio de T4 livre e BNP (<xref ref-type="table" rid="t3">Tabela 3</xref>).</p>
        <table-wrap id="t3">
          <label>Tabela 3</label>
          <caption>
            <title>Preditores de recorr&#234;ncia de arritmia</title>
          </caption>
          <table frame="hsides" rules="groups">
            <colgroup width="12%">
              <col/>
              <col/>
              <col/>
              <col/>
              <col/>
              <col/>
              <col/>
              <col/>
            </colgroup>
            <thead style="border-top: thin solid; border-bottom: thin solid; border-color: #000000">
              <tr style="background-color:#76B4CF">
                <th align="left" rowspan="2" valign="middle"/>
                <th align="center" rowspan="2" valign="middle">Todos os pacientes<break/> (n=593)</th>
                <th align="center" rowspan="2" valign="middle">Sem recorr&#234;ncia de arritmia<break/> (n=453)</th>
                <th align="center" rowspan="2" valign="middle">Com recorr&#234;ncia de arritmia<break/> (n=140)</th>
                <th align="center" colspan="2" style="border-bottom: thin solid; border-top: thin solid; border-color: #000000" valign="middle">An&#225;lise univariada</th>
                <th align="center" colspan="2" style="border-bottom: thin solid; border-top: thin solid; border-color: #000000" valign="middle">An&#225;lise multivariada</th>
              </tr>
              <tr style="background-color:#76B4CF">
                <th align="center" valign="middle">HR, (IC95%)</th>
                <th align="center" valign="middle">Valor p</th>
                <th align="center" valign="middle">HR, (95% CI)</th>
                <th align="center" valign="middle">Valor p</th>
              </tr>
            </thead>
            <tbody style="border-bottom: thin solid; border-color: #000000">
              <tr>
                <td align="left" valign="middle">FA persistente, n (%)</td>
                <td align="center" valign="middle">181 (31)</td>
                <td align="center" valign="middle">131 (29)</td>
                <td align="center" valign="middle">50 (38)</td>
                <td align="center" valign="middle">1,31 (0,93-1,85)</td>
                <td align="center" valign="middle">0,13</td>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Sexo masculino, n (%)</td>
                <td align="center" valign="middle">345 (58)</td>
                <td align="center" valign="middle">260 (57)</td>
                <td align="center" valign="middle">85 (61)</td>
                <td align="center" valign="middle">1,24 (0,88-1,74)</td>
                <td align="center" valign="middle">0,22</td>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
              </tr>
              <tr>
                <td align="left" valign="middle">Idade, anos (m&#233;dia &#177;DP)</td>
                <td align="center" valign="middle">59 &#177; 12</td>
                <td align="center" valign="middle">59 &#177; 13</td>
                <td align="center" valign="middle">58 &#177; 11</td>
                <td align="center" valign="middle">0,99 (0,98-1,00)</td>
                <td align="center" valign="middle">0,15</td>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">BMI, Kg/m<sup>2</sup> (m&#233;dia &#177;DP)</td>
                <td align="center" valign="middle">27 &#177; 5</td>
                <td align="center" valign="middle">27 &#177; 4</td>
                <td align="center" valign="middle">28 &#177; 6</td>
                <td align="center" valign="middle">1,04 (0,99-1,08)</td>
                <td align="center" valign="middle">0,10</td>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
              </tr>
              <tr>
                <td align="left" valign="middle">Hipertens&#227;o, n (%)</td>
                <td align="center" valign="middle">357 (60)</td>
                <td align="center" valign="middle">266 (59)</td>
                <td align="center" valign="middle">91 (66)</td>
                <td align="center" valign="middle">1,22 (0,86-1,73)</td>
                <td align="center" valign="middle">0,27</td>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Diabetes mellitus, n (%)</td>
                <td align="center" valign="middle">376 (65)</td>
                <td align="center" valign="middle">284 (64)</td>
                <td align="center" valign="middle">92 (66)</td>
                <td align="center" valign="middle">1,19 (0,84-1,70)</td>
                <td align="center" valign="middle">0,33</td>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
              </tr>
              <tr>
                <td align="left" valign="middle">Hist&#243;ria de AVC, n (%)</td>
                <td align="center" valign="middle">27 (5)</td>
                <td align="center" valign="middle">24 (5)</td>
                <td align="center" valign="middle">3 (2)</td>
                <td align="center" valign="middle">0,54 (0,17-1,70)</td>
                <td align="center" valign="middle">0,29</td>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Insufici&#234;ncia card&#237;aca congestiva, n (%)</td>
                <td align="center" valign="middle">135 (23)</td>
                <td align="center" valign="middle">97 (21)</td>
                <td align="center" valign="middle">38 (27)</td>
                <td align="center" valign="middle">1,27 (0,87-1,85)</td>
                <td align="center" valign="middle">0,22</td>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
              </tr>
              <tr>
                <td align="left" valign="middle">Doen&#231;a card&#237;aca estrutural, n (%)</td>
                <td align="center" valign="middle">39 (7)</td>
                <td align="center" valign="middle">29 (6)</td>
                <td align="center" valign="middle">10 (7)</td>
                <td align="center" valign="middle">1,29 (0,68-2,45)</td>
                <td align="center" valign="middle">0,45</td>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Apneia do sono, n (%)</td>
                <td align="center" valign="middle">44 (7)</td>
                <td align="center" valign="middle">34 (8)</td>
                <td align="center" valign="middle">10 (7)</td>
                <td align="center" valign="middle">1,00 (0,53-1,91)</td>
                <td align="center" valign="middle">0,99</td>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
              </tr>
              <tr>
                <td align="left" valign="middle">Hist&#243;ria de doen&#231;a tiroidiana</td>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
                <td align="center" valign="middle">0,029</td>
              </tr>
              <tr>
                <td align="left" valign="middle">Hipotiroidismo</td>
                <td align="center" valign="middle">77 (13.0)</td>
                <td align="center" valign="middle">61 (13,5)</td>
                <td align="center" valign="middle">61 (13,5)</td>
                <td align="center" valign="middle">0,86 (0,51-1,46)</td>
                <td align="center" valign="middle">0,59</td>
                <td align="center" valign="middle">0,69 (0,35-1,34)</td>
                <td align="center" valign="middle">0,27</td>
              </tr>
              <tr>
                <td align="left" valign="middle">Hipertiroidismo, n (%)</td>
                <td align="center" valign="middle">44 (7.4)</td>
                <td align="center" valign="middle">17 (12,1)</td>
                <td align="center" valign="middle">17 (12,1)</td>
                <td align="center" valign="middle">1,74 (10,04-2,92)</td>
                <td align="center" valign="middle">0,034</td>
                <td align="center" valign="middle">2,05 (1,01-3,79)</td>
                <td align="center" valign="middle">0,022</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">TSH &gt; 1,8 &#956;UI/mL, n (%)</td>
                <td align="center" valign="middle">180 (33)</td>
                <td align="center" valign="middle">117 (28)</td>
                <td align="center" valign="middle">63 (40)</td>
                <td align="center" valign="middle">1,84 (1,31-2,56)</td>
                <td align="center" valign="middle">&lt;0,001</td>
                <td align="center" valign="middle">1,82 (1,89-2,80)</td>
                <td align="center" valign="middle">0,006</td>
              </tr>
              <tr>
                <td align="left" valign="middle">T<sub>4</sub> &gt; 1,1 ng/dL, n (%)</td>
                <td align="center" valign="middle">225 (40)</td>
                <td align="center" valign="middle">155 (37)</td>
                <td align="center" valign="middle">70 (52)</td>
                <td align="center" valign="middle">1,46 (1,04-2,05)</td>
                <td align="center" valign="middle">0,029</td>
                <td align="center" valign="middle">1,12 (0,743-1,71)</td>
                <td align="center" valign="middle">0,60</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">BNP&gt;48,3 pg/mL, n (%)</td>
                <td align="center" valign="middle">348 (59)</td>
                <td align="center" valign="middle">244 (54)</td>
                <td align="center" valign="middle">104 (74)</td>
                <td align="center" valign="middle">2,05 (1,40-3,00)</td>
                <td align="center" valign="middle">&lt;0,001</td>
                <td align="center" valign="middle">1,28 (0,82-2,00)</td>
                <td align="center" valign="middle">0,29</td>
              </tr>
              <tr>
                <td align="left" valign="middle">FEVE, % (m&#233;dia &#177;DP)</td>
                <td align="center" valign="middle">57 &#177; 9</td>
                <td align="center" valign="middle">57 &#177; 9</td>
                <td align="center" valign="middle">57 &#177; 9</td>
                <td align="center" valign="middle">1,00 (0,94-1,02)</td>
                <td align="center" valign="middle">0,72</td>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Di&#226;metro AE (mm), (m&#233;dia &#177;DP)</td>
                <td align="center" valign="middle">44 &#177; 19</td>
                <td align="center" valign="middle">43 &#177; 7</td>
                <td align="center" valign="middle">48 &#177; 39</td>
                <td align="center" valign="middle">1,01 (1,01-1,02)</td>
                <td align="center" valign="middle">&lt;0,001</td>
                <td align="center" valign="middle">1,01 (1,01-1,02)</td>
                <td align="center" valign="middle">&lt;0,001</td>
              </tr>
              <tr>
                <td align="left" valign="middle">Volume AE (angiotomografia), mL (m&#233;dia &#177; DP)</td>
                <td align="center" valign="middle">135 &#177; 51</td>
                <td align="center" valign="middle">132 &#177; 48</td>
                <td align="center" valign="middle">145 &#177; 49</td>
                <td align="center" valign="middle">1,00 (1,00-1,01)</td>
                <td align="center" valign="middle">0,18</td>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">&#205;ndice de abla&#231;&#227;o (m&#233;dia &#177; DP)</td>
                <td align="center" valign="middle">457 &#177; 37</td>
                <td align="center" valign="middle">458 &#177; 39</td>
                <td align="center" valign="middle">456 &#177; 30</td>
                <td align="center" valign="middle">1,00 (1,00-1,01)</td>
                <td align="center" valign="middle">0,88</td>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
              </tr>
              <tr>
                <td align="left" valign="middle">Presen&#231;a de &#225;rea de baixa voltagem, n (%)</td>
                <td align="center" valign="middle">154 (27)</td>
                <td align="center" valign="middle">115 (26)</td>
                <td align="center" valign="middle">39 (29)</td>
                <td align="center" valign="middle">1,01 (0,70-1,47)</td>
                <td align="center" valign="middle">0,95</td>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle"/>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="TFN3">
              <p>FA: fibrila&#231;&#227;o atrial; IMC: &#237;ndice de massa corporal; AVC: acidente vascular cerebral; AE: atrial esquerdo; FEVE: fra&#231;&#227;o de eje&#231;&#227;o do ventr&#237;culo esquerdo; TSH: horm&#244;nio tireoestimulante; T<sub>4</sub>: Tiroxina livre; BNP: Pept&#237;deo Natriur&#233;tico Cerebral; Tn-us: Troponina Ultrassens&#237;vel.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
      <sec>
        <title>Combina&#231;&#227;o de biomarcadores na predi&#231;&#227;o de recorr&#234;ncia de arritmia</title>
        <p>Os pacientes foram separados em diferentes grupos de acordo com o n&#250;mero de biomarcadores (0, 1, 2 ou 3) com valores anormais. Um n&#250;mero crescente de valores anormais de biomarcadores foi associado com menor sobrevida livre de recorr&#234;ncia de arritmia (87,1% para sem biomarcador vs. 83,5% para um vs. 75,1% para dois vs. 43,3% para tr&#234;s biomarcadores, p&lt;0,001) (Figura Central). Ap&#243;s o ajuste quanto a outros fatores de confus&#227;o, os pacientes com tr&#234;s biomarcadores anormais apresentaram risco aumentado de recorr&#234;ncia de arritmia [HR=2,88 (IC95%, 1,39-5,17), p=0,003] (<xref ref-type="table" rid="t4">Tabela 4</xref>). Al&#233;m disso, a presen&#231;a de tr&#234;s valores anormais de biomarcadores apresentou um bom poder preditivo para recorr&#234;ncia de arritmia (AUC 0,78; IC95% [0,74-0,83], p&lt;0,001) (<xref ref-type="fig" rid="f2">Figura 2</xref>).</p>
        <table-wrap id="t4">
          <label>Tabela 4</label>
          <caption>
            <title>An&#225;lise multivariada dos biomarcadores combinados para recorr&#234;ncia de arritmia</title>
          </caption>
          <table frame="hsides" rules="groups">
            <colgroup width="33%">
              <col/>
              <col/>
              <col/>
            </colgroup>
            <thead style="border-top: thin solid; border-bottom: thin solid; border-color: #000000">
              <tr style="background-color:#76B4CF">
                <th align="left" valign="middle"/>
                <th align="center" colspan="2" style="border-bottom: thin solid; border-top: thin solid; border-color: #000000" valign="middle">An&#225;lise multivariada</th>
              </tr>
              <tr style="background-color:#76B4CF">
                <th align="left" valign="middle"/>
                <th align="center" valign="middle">HR, (IC95%)</th>
                <th align="center" valign="middle">Valor p</th>
              </tr>
            </thead>
            <tbody style="border-bottom: thin solid; border-color: #000000">
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Di&#226;metro AE (mm)</td>
                <td align="center" valign="middle">1,01 (1,01-1,02)</td>
                <td align="center" valign="middle">&lt;0,001</td>
              </tr>
              <tr>
                <td align="left" valign="middle">Hist&#243;ria de doen&#231;a tiroidiana</td>
                <td align="left" valign="middle"/>
                <td align="center" valign="middle">0,050</td>
              </tr>
              <tr>
                <td align="left" valign="middle">Hipotiroidismo</td>
                <td align="center" valign="middle">0,71 (0,38-1,39)</td>
                <td align="center" valign="middle">0,32</td>
              </tr>
              <tr>
                <td align="left" valign="middle">Hipertiroidismo</td>
                <td align="center" valign="middle">1,88 (1,03-3,44)</td>
                <td align="center" valign="middle">0,040</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Biomarcadores,0</td>
                <td align="left" valign="middle"/>
                <td align="center" valign="middle">&lt;0,001</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">1</td>
                <td align="center" valign="middle">0,80 (0,43-1,50)</td>
                <td align="center" valign="middle">0,48</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">2</td>
                <td align="center" valign="middle">1,01 (0,54-1,89)</td>
                <td align="center" valign="middle">0,97</td>
              </tr>
              <tr>
                <td align="left" valign="middle">3</td>
                <td align="center" valign="middle">2,88 (1,39-5,17)</td>
                <td align="center" valign="middle">0,003</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="TFN4">
              <p>AE: atrial esquerdo.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
        <fig id="f2">
          <label>Figura 2</label>
          <caption>
            <title>Curva ROC ilustrando o poder discriminat&#243;rio de tr&#234;s biomarcadores (horm&#244;nio tireoestimulante; tiroxina livre; e pept&#237;deo natriur&#233;tico cerebral) combinados com uma AUC de 0,78, IC95% [0,74-0,83], p&lt;0,001.</title>
          </caption>
          <graphic xlink:href="1678-4170-abc-121-04-e20230544-30544-gf03.tif"/></fig>
      </sec>
      <sec>
        <title>Sub-an&#225;lise para pacientes com FA parox&#237;stica e FA persistente</title>
        <p>Em rela&#231;&#227;o aos pacientes com FA persistente, nenhum dos biomarcadores apresentou poder preditivo significativo. Para pacientes com FA parox&#237;stica, a combina&#231;&#227;o de tr&#234;s biomarcadores &#8220;anormais&#8221; (TSH, T<sub>4</sub> livre e BNP) p&#244;de prever a recorr&#234;ncia de arritmia (Tabelas S-1 e S-2).</p>
      </sec>
    </sec>
    <sec sec-type="discussion">
      <title>Discuss&#227;o</title>
      <p>Em nosso conhecimento, este &#233; o primeiro estudo a avaliar o impacto de v&#225;rios biomarcadores sobre a abla&#231;&#227;o da FA guiada pelo AI. Nossos achados sugerem que, individualmente, cada biomarcador pr&#233;-abla&#231;&#227;o tem nenhuma ou pouca capacidade de predizer a recorr&#234;ncia de arritmia (somente TSH foi independentemente associado com recorr&#234;ncia de arritmia durante o seguimento), mas a presen&#231;a de m&#250;ltiplos biomarcadores s&#233;ricos anormais podem ajudar a predizer recorr&#234;ncia de arritmia ap&#243;s a abla&#231;&#227;o da FA guiada por AI.</p>
      <p>Nos &#250;ltimos anos, o manejo da FA melhorou substancialmente, sendo a abla&#231;&#227;o com cateter uma importante op&#231;&#227;o terap&#234;utica. Contudo, apesar da melhoria dos desfechos ap&#243;s a abla&#231;&#227;o da FA, a recorr&#234;ncia de arritmia ainda n&#227;o &#233; incomum.<sup><xref ref-type="bibr" rid="B4">4</xref></sup> Os biomarcadores s&#233;ricos foram propostos como sendo de uso potencial para identificar pacientes em alto risco de recorr&#234;ncia por serem de f&#225;cil acesso em compara&#231;&#227;o a outros m&#233;todos, como tomografia computadorizada, resson&#226;ncia magn&#233;tica e exame por eletrofisiologia. J&#225; foi demonstrado que os horm&#244;nios tireoidianos promovem um encurtamento da dura&#231;&#227;o do potencial de a&#231;&#227;o e do per&#237;odo refrat&#225;rio, aumentando, assim, a automaticidade e atividade induzida nas veias pulmonares. Ainda, contribuem para o aumento da fibrose intersticial no &#225;trio, estimulando o in&#237;cio ou a manuten&#231;&#227;o da FA.<sup><xref ref-type="bibr" rid="B25">25</xref>&#8211;<xref ref-type="bibr" rid="B29">29</xref></sup> Essas mudan&#231;as fisiopatol&#243;gicas provavelmente explicam a taxa mais alta de recidiva relacionada aos n&#237;veis de TSH em nosso estudo (o TSH foi um preditor independente de recorr&#234;ncia de arritmia), corroborando os achados observados por Morishima et al.,<sup><xref ref-type="bibr" rid="B29">29</xref></sup> em que o TSH foi um preditor de arritmia atrial mesmo na faixa normal de TSH. Um dado importante foi que, ao contr&#225;rio do previamente relatado,<sup><xref ref-type="bibr" rid="B30">30</xref>,<xref ref-type="bibr" rid="B31">31</xref></sup> o valor anterior &#224; abla&#231;&#227;o de TSH, mas n&#227;o de T<sub>4</sub> livre foi preditor independente de recorr&#234;ncia de FA, provavelmente porque os n&#237;veis de TSH reflitam com sensibilidade o <italic>feedback</italic> negativo do status tireoidiano.<sup><xref ref-type="bibr" rid="B32">32</xref></sup> Nossos resultados sugerem que um melhor controle da fun&#231;&#227;o tiroidiana seja importante antes da abla&#231;&#227;o, embora n&#227;o exista ainda evid&#234;ncia clara que corrobore terapia adicional com horm&#244;nio tiroidiano,<sup><xref ref-type="bibr" rid="B29">29</xref></sup> e novos estudos sejam necess&#225;rios para abordar esse t&#243;pico. No entanto, nossos dados sugerem que, no contexto de abla&#231;&#227;o guiada por AI, cada biomarcador tem pouco ou nenhum valor preditivo para recorr&#234;ncia de arritmia, incluindo o TSH.</p>
      <p>Em rela&#231;&#227;o ao BNP, a FA em si aumenta os n&#237;veis do pept&#237;deo, o que est&#225; de acordo com nossos resultados, em que os pacientes com FA persistente apresentaram n&#237;veis mais altos de BNP antes da abla&#231;&#227;o que pacientes com FA parox&#237;stica. Entretanto, enquanto na FA parox&#237;stica, um valor de BNP de 48,3pg/mL na an&#225;lise multivariada foi um preditor independente modesto de recorr&#234;ncia de arritmia (Tabela S-1), na FA persistente, nenhum dos biomarcadores, incluindo o BNP, apresentou signific&#226;ncia estat&#237;stica preditiva, mesmo quando combinados. A combina&#231;&#227;o de m&#250;ltiplos biomarcadores (TSH, FT4 e BNP) pode ajudar a predizer recorr&#234;ncia de arritmia na FA parox&#237;stica, mas n&#227;o na FA persistente. Quando esses tr&#234;s biomarcadores eram &#8220;anormais&#8221;, a recorr&#234;ncia de arritmia foi quase tr&#234;s vezes mais alta que a aus&#234;ncia de biomarcadores &#8220;anormais&#8221; na FA parox&#237;stica. Com esses resultados, podemos levantar a hip&#243;tese de que, diferentemente da FA parox&#237;stica, na FA persistente, o remodelamento atrial, causado por est&#225;gios avan&#231;ados da doen&#231;a e outros fatores n&#227;o testados em nosso estudo, podem exercer um papel significativo na recorr&#234;ncia de arritmia, o que pode explicar a incapacidade desses biomarcadores s&#233;ricos em predizer a recorr&#234;ncia de FA.</p>
      <p>Foi demonstrado que o software AI estima a profundidade da les&#227;o, permitindo, assim, que a abla&#231;&#227;o seja ajustada &#224;s diferentes espessuras de parede do &#225;trio esquerdo, o que poderia, em teoria, reduzir a capacidade de alguns biomarcadores em predizer recorr&#234;ncias.<sup><xref ref-type="bibr" rid="B5">5</xref>,<xref ref-type="bibr" rid="B33">33</xref>&#8211;<xref ref-type="bibr" rid="B35">35</xref></sup> Portanto, principalmente na FA parox&#237;stica, o uso de m&#250;ltiplos biomarcadores (TSH, T<sub>4</sub> livre e BNP) combinados pode ser de grande interesse.</p>
      <p>Uma vez que esse simples escore de risco tem um poder preditivo razoavelmente bom, os m&#233;dicos conseguem facilmente avaliar esses biomarcadores antes da abla&#231;&#227;o da FA guiada pelo AI, quando o remodelamento atrial ainda n&#227;o est&#225; estabelecido. Na presen&#231;a de tr&#234;s biomarcadores &#8220;anormais&#8221;, dado o risco mais alto de recorr&#234;ncia, os m&#233;dicos devem ser mais cuidadosos em explicar o risco e o benef&#237;cio da abla&#231;&#227;o, e considerar tratamento individualizado antes da abla&#231;&#227;o por cateter. Por exemplo, a terapia com horm&#244;nio tiroidiano foi proposta por alguns autores na presen&#231;a de hipertiroidismo subcl&#237;nico e FA; perindopril diminui o n&#237;vel de angiotensina II e foi associado com uma redu&#231;&#227;o de recorr&#234;ncia de FA ap&#243;s a abla&#231;&#227;o por cateter; e terapias para preven&#231;&#227;o da degrada&#231;&#227;o do pept&#237;deo natriur&#233;tico tamb&#233;m foram propostas.<sup><xref ref-type="bibr" rid="B11">11</xref>,<xref ref-type="bibr" rid="B36">36</xref>&#8211;<xref ref-type="bibr" rid="B38">38</xref></sup> Embora essa informa&#231;&#227;o seja nova, mais estudos s&#227;o necess&#225;rios para confirmar esses resultados e avaliar o papel de novos alvos para interven&#231;&#227;o farmacol&#243;gica antes da abla&#231;&#227;o por cateter.</p>
      <p>H&#225; v&#225;rias limita&#231;&#245;es em nosso estudo. Primeiro, o n&#237;vel de biomarcadores s&#233;ricos pode ser afetado por doen&#231;as card&#237;acas e n&#227;o card&#237;acas. Segundo, os pontos de corte usados para definir o biomarcador como &#8220;normal&#8221; e &#8220;anormal&#8221; em nosso estudo podem variar de acordo com as caracter&#237;sticas dos pacientes e faixas de valores laboratoriais. Terceiro, o uso de amiodarona antes da abla&#231;&#227;o pode ter afetado os valores de TSH e T<sub>4</sub> livre. No entanto, nosso objetivo foi apresentar uma avalia&#231;&#227;o real desses biomarcadores na pr&#225;tica cl&#237;nica, em que uma porcentagem consider&#225;vel dos pacientes &#233; tratada com amiodarona. Contudo, mesmo excluindo os pacientes com amiodarona, pacientes com tr&#234;s biomarcadores &#8220;anormais&#8221; ainda mant&#234;m um risco mais alto de recorr&#234;ncia de arritmia em compara&#231;&#227;o aos pacientes sem nenhum biomarcador. Quarto, &#233; prov&#225;vel que a taxa de recorr&#234;ncia relatada neste estudo esteja subestimada, dado que o monitoramento p&#243;s-abla&#231;&#227;o foi somente intermitente. O uso de monitores card&#237;acos implant&#225;veis permitiria a documenta&#231;&#227;o do real peso da arritmia. Por&#233;m, uma vez que o monitoramento foi id&#234;ntico em todos os pacientes, essa limita&#231;&#227;o n&#227;o teve impacto sobre nossos resultados principais.</p>
    </sec>
    <sec sec-type="conclusions">
      <title>Conclus&#227;o</title>
      <p>Valores anormais de TSH, T<sub>4</sub> livre e BNP, quando combinados, podem ajudar a predizer a recorr&#234;ncia de arritmia ap&#243;s a abla&#231;&#227;o guiada por AI. Mais estudos s&#227;o necess&#225;rios para esclarecer se &#233; necess&#225;rio identificar valores &#243;timos desses biomarcadores antes da abla&#231;&#227;o.</p>
    </sec>
  </body>
  <back>
    <fn-group>
      <fn fn-type="financial-disclosure" id="fn1">
        <p>
          <bold>Fontes de financiamento</bold>
        </p>
        <p>O presente estudo n&#227;o teve fontes de financiamento externas.</p>
      </fn>
      <fn fn-type="other" id="fn2">
        <p>
          <bold>Vincula&#231;&#227;o acad&#234;mica</bold>
        </p>
        <p>N&#227;o h&#225; vincula&#231;&#227;o deste estudo a programas de p&#243;s-gradua&#231;&#227;o.</p>
      </fn>
      <fn fn-type="other" id="fn3">
        <p>
          <bold>Aprova&#231;&#227;o &#233;tica e consentimento informado</bold>
        </p>
        <p>Este estudo foi aprovado pelo Comit&#234; de &#201;tica do CHUC sob o n&#250;mero de protocolo CHUC-095-20. Todos os procedimentos envolvidos nesse estudo est&#227;o de acordo com a Declara&#231;&#227;o de Helsinki de 1975, atualizada em 2013. O consentimento informado foi obtido de todos os participantes inclu&#237;dos no estudo.</p>
      </fn>
    </fn-group>
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          </name>
          <role>Conception and design of the research and Analysis and interpretation of the data</role>
          <role>Acquisition of data</role>
          <role>Critical revision of the manuscript for content</role>
          <xref ref-type="aff" rid="aff7">
            <sup>2</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-3716-0257</contrib-id>
          <name>
            <surname>Saleiro</surname>
            <given-names>Carolina</given-names>
          </name>
          <role>Acquisition of data</role>
          <role>Statistical analysis</role>
          <xref ref-type="aff" rid="aff7">
            <sup>2</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Barra</surname>
            <given-names>S&#233;rgio</given-names>
          </name>
          <role>Acquisition of data</role>
          <role>Critical revision of the manuscript for content</role>
          <xref ref-type="aff" rid="aff8">
            <sup>3</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Ant&#243;nio</surname>
            <given-names>Nat&#225;lia</given-names>
          </name>
          <role>Acquisition of data</role>
          <role>Critical revision of the manuscript for content</role>
          <xref ref-type="aff" rid="aff7">
            <sup>2</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Ad&#227;o</surname>
            <given-names>Luis</given-names>
          </name>
          <role>Acquisition of data</role>
          <role>Critical revision of the manuscript for content</role>
          <xref ref-type="aff" rid="aff9">
            <sup>4</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Primo</surname>
            <given-names>Jo&#227;o</given-names>
          </name>
          <role>Acquisition of data</role>
          <role>Critical revision of the manuscript for content</role>
          <xref ref-type="aff" rid="aff10">
            <sup>5</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Lebreiro</surname>
            <given-names>Ana</given-names>
          </name>
          <role>Acquisition of data</role>
          <role>Critical revision of the manuscript for content</role>
          <xref ref-type="aff" rid="aff9">
            <sup>4</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Fonseca</surname>
            <given-names>Paulo</given-names>
          </name>
          <role>Acquisition of data</role>
          <role>Critical revision of the manuscript for content</role>
          <xref ref-type="aff" rid="aff10">
            <sup>5</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Elvas</surname>
            <given-names>Lu&#237;s</given-names>
          </name>
          <role>Critical revision of the manuscript for content</role>
          <xref ref-type="aff" rid="aff7">
            <sup>2</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Gon&#231;alves</surname>
            <given-names>Lino</given-names>
          </name>
          <role>Critical revision of the manuscript for content</role>
          <xref ref-type="aff" rid="aff7">
            <sup>2</sup>
          </xref>
        </contrib>
        <aff id="aff6">
          <label>1</label>
          <addr-line>
            <named-content content-type="city">Coimbra</named-content>
          </addr-line>
          <country country="PT">Portugal</country>
          <institution content-type="original">Hospital Pedi&#225;trico de Coimbra, Coimbra &#8211; Portugal</institution>
        </aff>
        <aff id="aff7">
          <label>2</label>
          <addr-line>
            <named-content content-type="city">Coimbra</named-content>
          </addr-line>
          <country country="PT">Portugal</country>
          <institution content-type="original">Departamento de Eletrofisiologia e Estimula&#231;&#227;o &#8211; Centro Hospitalar e Universidade de Coimbra, Coimbra &#8211; Portugal</institution>
        </aff>
        <aff id="aff8">
          <label>3</label>
          <addr-line>
            <named-content content-type="city">Vila Nova de Gaia</named-content>
          </addr-line>
          <country country="PT">Portugal</country>
          <institution content-type="original">Hospital da Luz Arr&#225;bida, Vila Nova de Gaia &#8211; Portugal</institution>
        </aff>
        <aff id="aff9">
          <label>4</label>
          <addr-line>
            <named-content content-type="city">Porto</named-content>
          </addr-line>
          <country country="PT">Portugal</country>
          <institution content-type="original">Departamento de Cardiologia do Centro Hospitalar e Universit&#225;rio S&#227;o Jo&#227;o, Porto &#8211; Portugal</institution>
        </aff>
        <aff id="aff10">
          <label>5</label>
          <addr-line>
            <named-content content-type="city">Vila Nova de Gaia</named-content>
          </addr-line>
          <country country="PT">Portugal</country>
          <institution content-type="original">Departamento de Cardiologia &#8211; Vila Nova de Gaia e Espinho Hospital, Vila Nova de Gaia &#8211; Portugal</institution>
        </aff>
      </contrib-group>
      <author-notes>
        <corresp id="c2"><bold>Mailing Address: Andreia Palma &#8226;</bold> Hospital Pedi&#225;trico de Coimbra - Avenida R. Dr. Afonso Rom&#227;o Coimbra, <postal-code>3000-602</postal-code> - Portugal E-mail: <email>andreia.fmp91@gmail.com</email> </corresp>
        <fn fn-type="edited-by">
          <p>Editor responsible for the review: Maur&#237;cio Scanavacca</p>
        </fn>
        <fn fn-type="conflict">
          <p>
            <bold>Potential conflict of interest</bold>
          </p>
          <p>No potential conflict of interest relevant to this article was reported.</p>
        </fn>
      </author-notes>
      <abstract>
        <title>Abstract</title>
        <sec>
          <title>Background:</title>
          <p>Ablation Index (AI) software has allowed better atrial fibrillation (AF) ablation results, but recurrence rates remain significant. Specific serum biomarkers have been associated with this recurrence.</p>
        </sec>
        <sec>
          <title>Objectives:</title>
          <p>To evaluate whether certain biomarkers could be used (either individually or combined) to predict arrhythmia recurrence after AI-guided AF ablation.</p>
        </sec>
        <sec>
          <title>Methods:</title>
          <p>Prospective multicenter observational study of consecutive patients referred for AF ablation from January 2018 to March 2021. Hemoglobin, brain natriuretic peptide (BNP), C-reactive protein, high sensitivity cardiac troponin I, creatinine clearance, thyroid-stimulating hormone (TSH) and free thyroxine (FT<sub>4</sub>) were assessed for their ability to predict arrhythmia recurrence during follow-up. Statistical significance was accepted for p values of&lt;0.05.</p>
        </sec>
        <sec>
          <title>Results:</title>
          <p>A total of 593 patients were included - 412 patients with paroxysmal AF and 181 with persistent AF. After a mean follow-up of 24&#177;6 months, overall single-procedure freedom from atrial arrhythmia was 76.4%. Individually, all biomarkers had no or only modest predictive power for recurrence. However, a TSH value &gt;1.8 &#956;UI/mL (HR=1.82 [95% CI, 1.89-2.80], p=0.006) was an independent predictor of arrhythmia recurrence. When assessing TSH, FT<sub>4</sub> and BNP values in combination, each additional &#8220;abnormal&#8221; biomarker value was associated with a lower freedom from arrhythmia recurrence (87.1 % for no biomarker vs. 83.5% for one vs. 75.1% for two vs. 43.3% for three biomarkers, p&lt;0.001). Patients with three &#8220;abnormal&#8221; biomarkers had a threefold higher risk of AF recurrence compared with no &#8220;abnormal&#8221; biomarker (HR=2.88 [95% CI, 1.39-5.17], p=0.003).</p>
        </sec>
        <sec>
          <title>Conclusions:</title>
          <p>When used in combination, abnormal TSH, FT<sub>4</sub> and BNP values can be a useful tool for predicting arrhythmia recurrence after AI-guided AF ablation.</p>
        </sec>
      </abstract>
      <kwd-group xml:lang="en">
        <title>Keywords:</title>
        <kwd>Biomarkers</kwd>
        <kwd>Catheter Ablation</kwd>
        <kwd>Atrial Fibrillation</kwd>
        <kwd>Cardiac Arrhythmias</kwd>
      </kwd-group>
    </front-stub>
    <body>
      <sec sec-type="intro">
        <title>Introduction</title>
        <p>Atrial fibrillation (AF) is the most common sustained cardiac arrhythmia and cause of high health and social care costs due to recurrent use of health services for symptom management and associated morbidity.<sup><xref ref-type="bibr" rid="B1">1</xref>,<xref ref-type="bibr" rid="B2">2</xref></sup> The AF prevalence increases with age, ranging from 0.5% among individuals aged 50 to 59 years to 8.8% among individuals aged 80 to 89 years.<sup><xref ref-type="bibr" rid="B3">3</xref></sup> Radiofrequency (RF) catheter ablation (CA) has emerged as a therapeutic option for AF, but despite recent advances, recurrence rates are considerably high.<sup><xref ref-type="bibr" rid="B4">4</xref></sup> Recently, a new software entitled &#8220;Ablation Index&#8221; (AI) (Biosense Webster), which incorporates contact-force (CF), time and power in a weighted formula, has been associated with lower pulmonary vein reconnection and higher freedom from atrial arrhythmias, ranging from 78% to more than 90%.<sup><xref ref-type="bibr" rid="B5">5</xref>&#8211;<xref ref-type="bibr" rid="B9">9</xref></sup></p>
        <p>Identifying a higher risk of arrhythmia recurrence may help physicians to select patients for ablation, inform them about the risk-benefit ratio and select the optimal ablation strategy. Several biomarkers have been associated with atrial arrhythmia recurrence following AF ablation, but results have varied substantially across studies and the predictive power of such biomarkers has been low.<sup><xref ref-type="bibr" rid="B10">10</xref>&#8211;<xref ref-type="bibr" rid="B18">18</xref></sup> Most of these studies have evaluated the impact of biomarkers individually rather than including them in a multiparametric score. Also, with the exception of one study,<sup><xref ref-type="bibr" rid="B19">19</xref></sup> no biomarker was evaluated in the context of ablation guided by a software developed to predict transmural lesions.</p>
        <fig id="f6">
          <attrib>Kaplan-Meier curves for freedom from atrial arrhythmia recurrence, according to the number of &#8220;abnormal&#8221; biomarkers present (87.1 % for no biomarker vs. 83.5% for one vs. 75.1% for two biomarkers vs. 43.3% for three biomarkers, p&lt;0.001).</attrib>
          <graphic xlink:href="1678-4170-abc-121-04-e20230544-30544-gf01-en.tif"/></fig>
        <p>This study aims to identify pre-ablation serum biomarkers associated with arrhythmia recurrence, in the setting of AF ablation guided by the AI software.</p>
      </sec>
      <sec sec-type="methods">
        <title>Methods</title>
        <sec>
          <title>Study design and setting</title>
          <p>Prospective multicenter observational study of consecutive patients referred for AF ablation from January 2018 to March 2021. Patients with paroxysmal and persistent AF, referred for CA, were submitted to a specific ablation protocol. Baseline clinical data and ablation parameters were obtained from hospital databases. Values of pre-ablation serum biomarkers were obtained, and we evaluated whether they were associated with arrhythmia recurrence during follow-up.</p>
          <p>All patients provided written informed consent and the study was approved by the local institutional ethics committee.</p>
        </sec>
        <sec>
          <title>Patient eligibility criteria</title>
          <p>Patients were eligible for inclusion in the study if they met the following inclusion criteria: 1) paroxysmal, persistent or long-standing persistent AF patients aged &#8805;18 years, refractory to or intolerant of anti-arrhythmic drug (AAD) therapy; 2) submitted to RF ablation with an irrigated-tip contact force-sensing catheter guided by the AI software. Paroxysmal AF was defined as AF terminating spontaneously or cardioverted within seven days; persistent AF was defined as AF sustained beyond seven days or cardioverted after seven or more days; and long-standing persistent AF was defined as a one-year continuous AF with a rhythm control strategy, according to the 2020 European Society of Cardiology (ESC) Guidelines for the Management of Atrial Fibrillation developed in collaboration with the European Heart Rhythm Association (EACTS).<sup><xref ref-type="bibr" rid="B20">20</xref></sup></p>
          <p>Exclusion criteria were the following: previous history of AF ablation or clinically apparent acute coronary syndrome, contraindication to anticoagulation and presence of intracardiac thrombus detected prior to the ablation procedure. Patients with overt hyperthyroidism or overt hypothyroidism were also considered as having a contraindication for CA.</p>
          <p>Known history of thyroid disease was defined as previous history of thyroiditis, thyroidectomy, or ongoing medical treatment for hypothyroidism or hyperthyroidism, independently of current levels of free thyroxine (FT<sub>4</sub>).</p>
        </sec>
        <sec>
          <title>Ablation Procedure</title>
          <p>Details of the periprocedural management and the tailored techniques for paroxysmal and persistent AF ablation conducted in our institution have been previously published<sup><xref ref-type="bibr" rid="B21">21</xref>&#8211;<xref ref-type="bibr" rid="B23">23</xref></sup> and are described in detail in the Supplement Data.</p>
        </sec>
        <sec>
          <title>Biomarkers measurement</title>
          <p>All serum biomarkers &#8211; hemoglobin (Hb), brain natriuretic peptide (BNP), C-reactive protein (CRP), high sensitivity cardiac Troponin I (Hs-cTnI), creatinine clearance (Cr Cl), thyroid-stimulating hormone (TSH) and FT<sub>4</sub> &#8211; were measured up to 18 hours before the procedure (irrespective of the heart rhythm), with the patient lying in the supine position, according to local protocols. For the measurement of the serum Hs-cTnI (expressed in ng/L), the plasma was separated by centrifugation at 3500 rpm for 15 min and measured right away. Hs-cTnI levels were analyzed using an Abbott Troponin I, Alinity<sup>&#174;</sup> diagnostics assay. Cutoff for 99<sup>th</sup> percentile of Hs-cTnI was 16 ng/L. Plasma levels of CRP were measured using an immunoassay on latex (immunoturbidimetry) assay (Alinity c CRP Vario, Abbott Diagnostics). The reference values for CRP are below 0.5mg/dL; with the lower limit of detection for this assay being 0.1mg/dL, and the highest being 48 mg/dL. BNP levels (pg/mL) were measured with an autoanalyzer (Alinity, Abbott Diagnostics) using chemiluminescent microparticle immunoassay. The normal cut-off value was &lt; 100 pg/mL. Serum TSH and FT<sub>4</sub> were assessed with a chemiluminescent microparticle immunoassay (Alinity, Abbott Diagnostics). Laboratory reference ranges for FT<sub>4</sub> and TSH were 0.7 to 1.5 ng/dL and 0.4 to 4.0 &#956;UI/mL, respectively. Serum creatinine was assessed with a commercial immunoassay on latex (Alinity, Abbott Diagnostics). Creatinine levels (mg/dL) were considered normal between 0.55 to 1.02 mg/dL (female) and 0.72 to 1.18 mg/dL (male). The Cr Cl was calculated using the Cockcroft-Gault equation. Hb levels (expressed as g/dL) were measured by photometry using an automated hematology system (Sysmex XN-9000, Sysmex) and the SLS-Hgb method (cyanide-free sodium lauryl sulphate). In male gender, Hb levels between 13.5 to 17.5 g/dL (18 to 49 years), 12.0 to 15.6 g/dL (49 to 65 years) and 11.8 to 15.8 g/dL (&gt;65 years) were considered normal. In female gender, the cut-off values for Hb were 12.0 to 16.0 g/dL (18 to 49 years), 12.0 to 15.6 g/dL (49 to 65 years) and 11.8 to 15.8 g/dL (if &gt;65 years).</p>
        </sec>
        <sec>
          <title>Study endpoints</title>
          <p>The primary objective was to assess whether serum biomarkers, either alone or combined, can be used to predict arrhythmia recurrence after AI-guided AF ablation. Arrhythmia recurrence was defined as the documentation of at least 30 seconds of any sustained atrial arrhythmia after a 3-month blanking period, irrespective of symptoms.<sup><xref ref-type="bibr" rid="B24">24</xref></sup></p>
        </sec>
        <sec>
          <title>Follow-up</title>
          <p>After the index procedure, patients were followed for a minimum of 12 months. Patients were evaluated before discharge, as well as at three, six, 12, 18 and 24 months after the procedure. Transthoracic echocardiography and 24-hour Holter monitoring were performed before discharge. Information collected during follow-up included a 12-lead electrocardiogram and a 24-hour Holter in each appointment. A seven-day Holter monitoring was performed at least once a year. At discharge, AAD were interrupted in patients with paroxysmal AF (except for beta-blockers, which were allowed to be continued). In patients with persistent or long-standing persistent AF, AAD prescription was left at the physician's discretion. The first three months post-procedure were considered as a blanking period, and recurrences during this period were not considered. The anticoagulation strategy after the first 3 months was based on the CHA2DS2Vasc score.</p>
        </sec>
        <sec>
          <title>Statistical analysis</title>
          <p>Statistical analysis was performed using IBM SPSS Statistics version 25 (IBM, Armonk, New York) software and MedCalc Software Ltd. Categorical variables were expressed in frequencies and percentages; continuous variables with and without normal distribution were expressed as mean &#177; standard deviation and median and interquartile range (IQR), respectively. The X<sup><xref ref-type="bibr" rid="B2">2</xref></sup> test was used to assess differences between categorical variables and the unpaired Student's t-test and the Mann-Whitney-Wilcoxon test were used to compare continuous variables with and without normal distribution, respectively. The Kolmogorov-Smirnov test was used to test for normality of distribution of continuous variables. The area under the ROC curve (AUC) was used to test the discriminative performance of each biomarker, or their combination, in the prediction of arrhythmia recurrence. For each predictor, the value with best sensitivity and specificity was defined according to the Youden Index. This value was used to dichotomise serum biomarkers as &#8220;normal&#8221; or &#8220;abnormal&#8221; and was further used as a dichotomous variable in survival analysis. Kaplan-Meier curves were created to illustrate arrhythmia-free survival according to the different combinations of biomarkers. A Cox proportional-hazards model with time-dependent covariates for changing the combination of biomarkers and AF recurrence was built to evaluate the independent effect of these combinations on outcomes. All demographic, clinical and laboratorial variables considered to have impact on recurrence were tested in a univariable analysis. Those variables which reached statistical significance were further included in multivariable analysis model. A sub-analysis for paroxysmal AF and persistent AF patients was carried out as well. Statistical significance was accepted for p values &lt; 0.05.</p>
        </sec>
      </sec>
      <sec sec-type="results">
        <title>Results</title>
        <p>Of the initial 705 patients submitted to AF ablation during the enrollment period of the study, 98 were excluded due to previous history of AF ablation, and 14 patients were lost to follow-up (Figure S-1). The final sample included 593 patients, corresponding to 412 patients with paroxysmal AF and 181 patients with persistent and long-standing persistent AF. Several differences in baseline characteristics were found between paroxysmal AF patients and the persistent AF population (<xref ref-type="table" rid="t5">Table 1</xref>). There were no differences regarding the existence of known thyroid disease or previous treatment with amiodarone.</p>
        <table-wrap id="t5">
          <label>Table 1</label>
          <caption>
            <title>Baseline characteristics of patients with atrial fibrillation</title>
          </caption>
          <table frame="hsides" rules="groups">
            <colgroup width="20%">
              <col/>
              <col/>
              <col/>
              <col/>
              <col/>
            </colgroup>
            <thead style="border-top: thin solid; border-bottom: thin solid; border-color: #000000">
              <tr style="background-color:#76B4CF">
                <th align="left" valign="middle"/>
                <th align="center" valign="middle">All Patients<break/> (n=593)</th>
                <th align="center" valign="middle">Paroxysmal AF<break/> (n=412)</th>
                <th align="center" valign="middle">Persistent AF<break/> (n=181)</th>
                <th align="center" valign="middle">p value</th>
              </tr>
            </thead>
            <tbody style="border-bottom: thin solid; border-color: #000000">
              <tr>
                <td align="left" valign="middle">Male gender, n (%)</td>
                <td align="center" valign="middle">(n=593)</td>
                <td align="center" valign="middle">234 (57)</td>
                <td align="center" valign="middle">111 (61)</td>
                <td align="center" valign="middle">0.30</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Age, years (mean &#177;SD)</td>
                <td align="center" valign="middle">(n=412)</td>
                <td align="center" valign="middle">58 &#177; 12</td>
                <td align="center" valign="middle">60 &#177; 13</td>
                <td align="center" valign="middle">0.07</td>
              </tr>
              <tr>
                <td align="left" valign="middle">BMI, Kg/m2 (mean &#177;SD)</td>
                <td align="center" valign="middle">(N=181)</td>
                <td align="center" valign="middle">27 &#177; 5</td>
                <td align="center" valign="middle">27 &#177; 4</td>
                <td align="center" valign="middle">0.59</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Hypertension, n (%)</td>
                <td align="center" valign="middle">235 (40)</td>
                <td align="center" valign="middle">244 (59)</td>
                <td align="center" valign="middle">113 (62)</td>
                <td align="center" valign="middle">0.48</td>
              </tr>
              <tr>
                <td align="left" valign="middle">Diabetes mellitus, n (%)</td>
                <td align="center" valign="middle">376 (65)</td>
                <td align="center" valign="middle">268 (67)</td>
                <td align="center" valign="middle">108 (61)</td>
                <td align="center" valign="middle">0.16</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Stroke history, n (%)</td>
                <td align="center" valign="middle">27 (5)</td>
                <td align="center" valign="middle">18 (4)</td>
                <td align="center" valign="middle">9 (5)</td>
                <td align="center" valign="middle">0.75</td>
              </tr>
              <tr>
                <td align="left" valign="middle">Congestive heart failure, n (%)</td>
                <td align="center" valign="middle">132 (23)</td>
                <td align="center" valign="middle">60 (15)</td>
                <td align="center" valign="middle">71 (41)</td>
                <td align="center" valign="middle">&lt;0.001</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Structural heart disease, n (%)</td>
                <td align="center" valign="middle">39 (7)</td>
                <td align="center" valign="middle">20 (5)</td>
                <td align="center" valign="middle">19 (11)</td>
                <td align="center" valign="middle">0.010</td>
              </tr>
              <tr>
                <td align="left" valign="middle">Sleep apnea, n (%)</td>
                <td align="center" valign="middle">44 (7)</td>
                <td align="center" valign="middle">32 (8)</td>
                <td align="center" valign="middle">12 (7)</td>
                <td align="center" valign="middle">0.63</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">History of thyroid disease, n (%)</td>
                <td align="center" valign="middle">121 (21)</td>
                <td align="center" valign="middle">77 (18)</td>
                <td align="center" valign="middle">44 (24)</td>
                <td align="center" rowspan="3" valign="middle">0.21</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Hypothyroidism, n (%)</td>
                <td align="center" valign="middle">77 (13)</td>
                <td align="center" valign="middle">51 (12)</td>
                <td align="center" valign="middle">26 (14)</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Hyperthyroidism, n (%)</td>
                <td align="center" valign="middle">44 (7)</td>
                <td align="center" valign="middle">26 (6)</td>
                <td align="center" valign="middle">18 (10)</td>
              </tr>
              <tr>
                <td align="left" valign="middle">Patients under class <bold>IC</bold> AAD or Sotalol, n (%)</td>
                <td align="center" valign="middle">275 (46)</td>
                <td align="center" valign="middle">208 (51)</td>
                <td align="center" valign="middle">67 (37)</td>
                <td align="center" valign="middle">0.002</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Patients under Amiodarone treatment, n (%)</td>
                <td align="center" valign="middle">206 (35)</td>
                <td align="center" valign="middle">136 (33)</td>
                <td align="center" valign="middle">70 (39)</td>
                <td align="center" valign="middle">0.17</td>
              </tr>
              <tr>
                <td align="left" valign="middle">CHA<sub>2</sub>DS<sub>2</sub>VASc score (mean &#177;SD)</td>
                <td align="center" valign="middle">1.8 &#177; 1.3</td>
                <td align="center" valign="middle">1.7 &#177; 1.3</td>
                <td align="center" valign="middle">2.0 &#177; 1.2</td>
                <td align="center" valign="middle">&lt;0.001</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">LA diameter (mm), (mean &#177;SD)</td>
                <td align="center" valign="middle">44 &#177; 19</td>
                <td align="center" valign="middle">42 &#177; 6</td>
                <td align="center" valign="middle">49 &#177; 33</td>
                <td align="center" valign="middle">&lt;0.001</td>
              </tr>
              <tr>
                <td align="left" valign="middle">LVEF, % (mean &#177;SD)</td>
                <td align="center" valign="middle">57 &#177; 9</td>
                <td align="center" valign="middle">58 &#177; 8</td>
                <td align="center" valign="middle">54 &#177; 10</td>
                <td align="center" valign="middle">&lt;0.001</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">CCTA LA volume, mL (mean &#177;SD)</td>
                <td align="center" valign="middle">135 &#177; 51</td>
                <td align="center" valign="middle">123 &#177; 41</td>
                <td align="center" valign="middle">157 &#177; 61</td>
                <td align="center" valign="middle">&lt;0.001</td>
              </tr>
              <tr>
                <td align="left" valign="middle">Ablation index (mean &#177;SD)</td>
                <td align="center" valign="middle">457 &#177; 37</td>
                <td align="center" valign="middle">457 &#177; 40</td>
                <td align="center" valign="middle">459 &#177; 24</td>
                <td align="center" valign="middle">0.19</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Presence of low voltage area, n (%)</td>
                <td align="center" valign="middle">154 (27)</td>
                <td align="center" valign="middle">58 (14)</td>
                <td align="center" valign="middle">96 (58)</td>
                <td align="center" valign="middle">&lt;0.001</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="TFN5">
              <p>AF: atrial fibrillation; BMI: body mass index; AAD: anti-arrhythmic drug; CCTA: cardiac computed tomography angiography; LA: left atrium; LVEF: left ventricle ejection fraction.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
        <p>Pre-ablation biomarker values are detailed in <xref ref-type="table" rid="t6">Table 2</xref>. Patients in the persistent AF group had higher TSH and BNP levels before ablation compared to patients with paroxysmal AF.</p>
        <table-wrap id="t6">
          <label>Table 2</label>
          <caption>
            <title>Biomarkers levels in patients with atrial fibrillation</title>
          </caption>
          <table frame="hsides" rules="groups">
            <colgroup width="20%">
              <col/>
              <col/>
              <col/>
              <col/>
              <col/>
            </colgroup>
            <thead style="border-top: thin solid; border-bottom: thin solid; border-color: #000000">
              <tr style="background-color:#76B4CF">
                <th align="left" valign="middle"/>
                <th align="center" valign="middle">All Patients<break/> (n=593)</th>
                <th align="center" valign="middle">Paroxysmal AF<break/> (n=412)</th>
                <th align="center" valign="middle">Persistent AF<break/> (n=181)</th>
                <th align="center" valign="middle">p value</th>
              </tr>
            </thead>
            <tbody style="border-bottom: thin solid; border-color: #000000">
              <tr>
                <td align="left" valign="middle">Clearance of creatinine, ml/min (mean &#177;SD)</td>
                <td align="center" valign="middle">95 &#177; 41</td>
                <td align="center" valign="middle">94 &#177; 43</td>
                <td align="center" valign="middle">96 &#177; 36</td>
                <td align="center" valign="middle">0.64</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Hemoglobin, g/dL (mean &#177;SD)</td>
                <td align="center" valign="middle">14.0 &#177; 1.5</td>
                <td align="center" valign="middle">14.0 &#177; 1.5</td>
                <td align="center" valign="middle">14.1 &#177; 1.5</td>
                <td align="center" valign="middle">0.87</td>
              </tr>
              <tr>
                <td align="left" valign="middle">TSH, &#956;UI/mL (mean&#177;SD)</td>
                <td align="center" valign="middle">1.8 &#177; 1.7</td>
                <td align="center" valign="middle">1.6 &#177; 1.4</td>
                <td align="center" valign="middle">2.1 &#177; 2.2</td>
                <td align="center" valign="middle">&lt;0.001</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">FT<sub>4</sub>, ng/dL (median, Q1-Q3)</td>
                <td align="center" valign="middle">1.1 (1.0-1.2)</td>
                <td align="center" valign="middle">1.1 (1.0-1.3)</td>
                <td align="center" valign="middle">1.1 (1.0-1.2)</td>
                <td align="center" valign="middle">0.46</td>
              </tr>
              <tr>
                <td align="left" valign="middle">CRP, mg/dL (median, Q1-Q3)</td>
                <td align="center" valign="middle">0.2 (0.1-0.4)</td>
                <td align="center" valign="middle">0.2 (0.1-0.4)</td>
                <td align="center" valign="middle">0.2 (0.1-0.5)</td>
                <td align="center" valign="middle">0.17</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">BNP, pg/mL (median, Q1-Q3)</td>
                <td align="center" valign="middle">57 (25-120)</td>
                <td align="center" valign="middle">46 (22-10.2)</td>
                <td align="center" valign="middle">92 (47-167)</td>
                <td align="center" valign="middle">&lt;0.001</td>
              </tr>
              <tr>
                <td align="left" valign="middle">Hs-cTnI, ng/L (mean&#177;SD)</td>
                <td align="center" valign="middle">6 &#177; 20</td>
                <td align="center" valign="middle">5 &#177; 23</td>
                <td align="center" valign="middle">7 &#177; 13</td>
                <td align="center" valign="middle">0.37</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="TFN6">
              <p>AF: atrial fibrillation; TSH: thyroid-stimulating hormone; BNP: brain natriuretic peptide.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
        <sec>
          <title>Biomarkers and arrhythmia recurrence</title>
          <p>Mean follow-up was 24&#177;6 months. Overall, single-procedure freedom from atrial arrhythmia after the 3-month blanking period was 76.4% (78.2% in paroxysmal AF, off-AAD and 72.4% in persistent AF, with 50% off-AAD).</p>
          <p>The different biomarkers had no or only modest predictive power for arrhythmia recurrence when used alone (<xref ref-type="fig" rid="f4">Figure 1</xref>): BNP pre-ablation (AUC 0.61, 95% CI [0.56-0.65], p&lt;0.001), TSH pre-ablation (AUC 0.58, 95% CI [0.54-0.62], p=0.008), FT<sub>4</sub> pre-ablation (AUC 0.57, 95% CI [0.53-0.61], p=0.017), Hb pre-ablation (AUC 0.55, 95% CI [0.50-0.59], p=0.11), Hs-cTnI pre-ablation (AUC 0.53, 95% CI [0.49-0.57], p=0.19), Cl Cr pre-ablation (AUC 0.50, 95% CI [0.46-0.54], p=0.97), CRP pre-ablation (AUC 0.50, 95% CI [0.46-0.54], p=0.99). When considering only biomarkers with predictive power of AF recurrence, the following cut-offs had the best combined sensitivity and specificity and were used for subsequent analysis: TSH value of 1.8 &#956;UI/mL (72% specificity, 47% sensitivity, positive predictive value 35%, negative predictive value 81%), FT<sub>4</sub> value of 1.1 ng/dL (specificity 63%, sensitivity 52%, positive predictive value 31%, negative predictive value 80%) and BNP value of 48 pg/mL (specificity 50%, sensitivity 73%, positive predictive value 30%, negative predictive value 85%) (Figure S-2).</p>
          <fig id="f4">
            <label>Figure 1</label>
            <caption>
              <title>ROC curve illustrating the discriminative power of each biomarker. TSH: thyroid-stimulating hormone; T4: Free thyroxine; Hb: Hemoglobin; CRP: C-reactive protein; BNP: brain natriuretic peptide; Tn-us: Ultrasensitive Troponin.</title>
            </caption>
            <graphic xlink:href="1678-4170-abc-121-04-e20230544-30544-gf02-en.tif"/></fig>
          <p>In multivariate analysis, hyperthyroidism, TSH value &gt;1.8 &#956;UI/mL and LA diameter were independent predictors of arrhythmia recurrence, while FT4 and BNP were not (<xref ref-type="table" rid="t7">Table 3</xref>).</p>
          <table-wrap id="t7">
            <label>Table 3</label>
            <caption>
              <title>Predictors of arrhythmia recurrence</title>
            </caption>
            <table frame="hsides" rules="groups">
              <colgroup width="13%">
                <col/>
                <col/>
                <col/>
                <col/>
                <col/>
                <col/>
                <col/>
                <col/>
              </colgroup>
              <thead style="border-top: thin solid; border-bottom: thin solid; border-color: #000000">
                <tr style="background-color:#76B4CF">
                  <th align="left" rowspan="2" valign="middle"/>
                  <th align="center" rowspan="2" valign="middle">All Patients<break/> (n=593)</th>
                  <th align="center" rowspan="2" valign="middle">Without arrhythmia recurrence<break/> (n=453)</th>
                  <th align="center" rowspan="2" valign="middle">With arrhythmia<break/> recurrence<break/> (n=140)</th>
                  <th align="center" colspan="2" style="border-bottom: thin solid; border-top: thin solid; border-color: #000000" valign="middle">Univariate analysis</th>
                  <th align="center" colspan="2" style="border-bottom: thin solid; border-top: thin solid; border-color: #000000" valign="middle">Multivariate analysis</th>
                </tr>
                <tr style="background-color:#76B4CF">
                  <th align="center" valign="middle">HR, (95% CI)</th>
                  <th align="center" valign="middle">p value</th>
                  <th align="center" valign="middle">HR, (95% CI)</th>
                  <th align="center" valign="middle">p value</th>
                </tr>
              </thead>
              <tbody style="border-bottom: thin solid; border-color: #000000">
                <tr>
                  <td align="left" valign="middle">Persistent AF, n (%)</td>
                  <td align="center" valign="middle">181 (31)</td>
                  <td align="center" valign="middle">131 (29)</td>
                  <td align="center" valign="middle">50 (38)</td>
                  <td align="center" valign="middle">1.31 (0.93-1.85)</td>
                  <td align="center" valign="middle">0.13</td>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                </tr>
                <tr style="background-color:#C7DFEC">
                  <td align="left" valign="middle">Male gender, n (%)</td>
                  <td align="center" valign="middle">345 (58)</td>
                  <td align="center" valign="middle">260 (57)</td>
                  <td align="center" valign="middle">85 (61)</td>
                  <td align="center" valign="middle">1.24 (0.88-1.74)</td>
                  <td align="center" valign="middle">0.22</td>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                </tr>
                <tr>
                  <td align="left" valign="middle">Age, years (mean &#177;SD)</td>
                  <td align="center" valign="middle">59 &#177; 12</td>
                  <td align="center" valign="middle">59 &#177; 13</td>
                  <td align="center" valign="middle">58 &#177; 11</td>
                  <td align="center" valign="middle">0.99 (0.98-1.00)</td>
                  <td align="center" valign="middle">0.15</td>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                </tr>
                <tr style="background-color:#C7DFEC">
                  <td align="left" valign="middle">BMI, Kg/m<sup>2</sup> (mean &#177;SD)</td>
                  <td align="center" valign="middle">27 &#177; 5</td>
                  <td align="center" valign="middle">27 &#177; 4</td>
                  <td align="center" valign="middle">28 &#177; 6</td>
                  <td align="center" valign="middle">1.04 (0.99-1.08)</td>
                  <td align="center" valign="middle">0.10</td>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                </tr>
                <tr>
                  <td align="left" valign="middle">Hypertension, n (%)</td>
                  <td align="center" valign="middle">357 (60)</td>
                  <td align="center" valign="middle">266 (59)</td>
                  <td align="center" valign="middle">91 (66)</td>
                  <td align="center" valign="middle">1.22 (0.86-1.73)</td>
                  <td align="center" valign="middle">0.27</td>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                </tr>
                <tr style="background-color:#C7DFEC">
                  <td align="left" valign="middle">Diabetes mellitus, n (%)</td>
                  <td align="center" valign="middle">376 (65)</td>
                  <td align="center" valign="middle">284 (64)</td>
                  <td align="center" valign="middle">92 (66)</td>
                  <td align="center" valign="middle">1.19 (0.84-1.70)</td>
                  <td align="center" valign="middle">0.33</td>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                </tr>
                <tr>
                  <td align="left" valign="middle">Stroke history, n (%)</td>
                  <td align="center" valign="middle">27 (5)</td>
                  <td align="center" valign="middle">24 (5)</td>
                  <td align="center" valign="middle">3 (2)</td>
                  <td align="center" valign="middle">0.54 (0.17-1.70)</td>
                  <td align="center" valign="middle">0.29</td>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                </tr>
                <tr style="background-color:#C7DFEC">
                  <td align="left" valign="middle">Congestive heart failure, n (%)</td>
                  <td align="center" valign="middle">135 (23)</td>
                  <td align="center" valign="middle">97 (21)</td>
                  <td align="center" valign="middle">38 (27)</td>
                  <td align="center" valign="middle">1.27 (0.87-1.85)</td>
                  <td align="center" valign="middle">0.22</td>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                </tr>
                <tr>
                  <td align="left" valign="middle">Structural Heart Disease, n (%)</td>
                  <td align="center" valign="middle">39 (7)</td>
                  <td align="center" valign="middle">29 (6)</td>
                  <td align="center" valign="middle">10 (7)</td>
                  <td align="center" valign="middle">1.29 (0.68-2.45)</td>
                  <td align="center" valign="middle">0.45</td>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                </tr>
                <tr style="background-color:#C7DFEC">
                  <td align="left" valign="middle">Sleep apnea, n (%)</td>
                  <td align="center" valign="middle">44 (7)</td>
                  <td align="center" valign="middle">34 (8)</td>
                  <td align="center" valign="middle">10 (7)</td>
                  <td align="center" valign="middle">1.00 (0.53-1.91)</td>
                  <td align="center" valign="middle">0.99</td>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                </tr>
                <tr>
                  <td align="left" valign="middle">History of thyroid disease,</td>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                  <td align="center" valign="middle">0.029</td>
                </tr>
                <tr>
                  <td align="left" valign="middle">Hypothyroidism</td>
                  <td align="center" valign="middle">77 (13.0)</td>
                  <td align="center" valign="middle">61 (13.5)</td>
                  <td align="center" valign="middle">61 (13.5)</td>
                  <td align="center" valign="middle">0.86 (0.51-1.46)</td>
                  <td align="center" valign="middle">0.59</td>
                  <td align="center" valign="middle">0.69 (0.35-1.34)</td>
                  <td align="center" valign="middle">0.27</td>
                </tr>
                <tr>
                  <td align="left" valign="middle">Hyperthyroidism n (%)</td>
                  <td align="center" valign="middle">44 (7.4)</td>
                  <td align="center" valign="middle">17 (12.1)</td>
                  <td align="center" valign="middle">17 (12.1)</td>
                  <td align="center" valign="middle">1.74 (10.04-2.92)</td>
                  <td align="center" valign="middle">0.034</td>
                  <td align="center" valign="middle">2.05 (1.01-3.79)</td>
                  <td align="center" valign="middle">0.022</td>
                </tr>
                <tr style="background-color:#C7DFEC">
                  <td align="left" valign="middle">TSH &gt; 1.8 &#956;UI/mL, n (%)</td>
                  <td align="center" valign="middle">180 (33)</td>
                  <td align="center" valign="middle">117 (28)</td>
                  <td align="center" valign="middle">63 (40)</td>
                  <td align="center" valign="middle">1.84 (1.31-2.56)</td>
                  <td align="center" valign="middle">&lt;0.001</td>
                  <td align="center" valign="middle">1.82 (1.89-2.80)</td>
                  <td align="center" valign="middle">0.006</td>
                </tr>
                <tr>
                  <td align="left" valign="middle">FT<sub>4</sub> &gt; 1.1 ng/dL, n (%)</td>
                  <td align="center" valign="middle">225 (40)</td>
                  <td align="center" valign="middle">155 (37)</td>
                  <td align="center" valign="middle">70 (52)</td>
                  <td align="center" valign="middle">1.46 (1.04-2.05)</td>
                  <td align="center" valign="middle">0.029</td>
                  <td align="center" valign="middle">1.12 (0.743-1.71)</td>
                  <td align="center" valign="middle">0.60</td>
                </tr>
                <tr style="background-color:#C7DFEC">
                  <td align="left" valign="middle">BNP&gt;48.3 pg/mL, n (%)</td>
                  <td align="center" valign="middle">348 (59)</td>
                  <td align="center" valign="middle">244 (54)</td>
                  <td align="center" valign="middle">104 (74)</td>
                  <td align="center" valign="middle">2.05 (1.40-3.00)</td>
                  <td align="center" valign="middle">&lt;0.001</td>
                  <td align="center" valign="middle">1.28 (0.82-2.00)</td>
                  <td align="center" valign="middle">0.29</td>
                </tr>
                <tr>
                  <td align="left" valign="middle">LVEF, % (mean &#177;SD)</td>
                  <td align="center" valign="middle">57 &#177; 9</td>
                  <td align="center" valign="middle">57 &#177; 9</td>
                  <td align="center" valign="middle">57 &#177; 9</td>
                  <td align="center" valign="middle">1.00 (0.94-1.02)</td>
                  <td align="center" valign="middle">0.72</td>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                </tr>
                <tr style="background-color:#C7DFEC">
                  <td align="left" valign="middle">LA diameter (mm), (mean &#177;SD)</td>
                  <td align="center" valign="middle">44 &#177; 19</td>
                  <td align="center" valign="middle">43 &#177; 7</td>
                  <td align="center" valign="middle">48 &#177; 39</td>
                  <td align="center" valign="middle">1.01 (1.01-1.02)</td>
                  <td align="center" valign="middle">&lt;0.001</td>
                  <td align="center" valign="middle">1.01 (1.01-1.02)</td>
                  <td align="center" valign="middle">&lt;0.001</td>
                </tr>
                <tr>
                  <td align="left" valign="middle">CCTA LA volume, mL (mean &#177;SD)</td>
                  <td align="center" valign="middle">135 &#177; 51</td>
                  <td align="center" valign="middle">132 &#177; 48</td>
                  <td align="center" valign="middle">145 &#177; 49</td>
                  <td align="center" valign="middle">1.00 (1.00-1.01)</td>
                  <td align="center" valign="middle">0.18</td>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                </tr>
                <tr style="background-color:#C7DFEC">
                  <td align="left" valign="middle">Mean Ablation index (mean &#177;SD)</td>
                  <td align="center" valign="middle">457 &#177; 37</td>
                  <td align="center" valign="middle">458 &#177; 39</td>
                  <td align="center" valign="middle">456 &#177; 30</td>
                  <td align="center" valign="middle">1.00 (1.00-1.01)</td>
                  <td align="center" valign="middle">0.88</td>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                </tr>
                <tr>
                  <td align="left" valign="middle">Presence of low voltage area, n (%)</td>
                  <td align="center" valign="middle">154 (27)</td>
                  <td align="center" valign="middle">115 (26)</td>
                  <td align="center" valign="middle">39 (29)</td>
                  <td align="center" valign="middle">1.01 (0.70-1.47)</td>
                  <td align="center" valign="middle">0.95</td>
                  <td align="left" valign="middle"/>
                  <td align="left" valign="middle"/>
                </tr>
              </tbody>
            </table>
            <table-wrap-foot>
              <fn id="TFN7">
                <p>AF: atrial fibrillation; BMI: body mass index; CCTA: cardiac computed tomography angiography; LA: left atrium; LVEF: left ventricle ejection fraction.</p>
              </fn>
            </table-wrap-foot>
          </table-wrap>
        </sec>
        <sec>
          <title>Combining multiple biomarkers for predicting arrhythmia recurrence</title>
          <p>Patients were split into different groups according to whether they had 0, 1, 2 or 3 abnormal biomarker values. An increasing number of &#8220;abnormal&#8221; biomarker values was associated with lower freedom from arrhythmia recurrence (87.1% for no biomarker vs. 83.5% for one vs. 75.1% for two vs. 43.3% for three biomarkers, p&lt;0.001) (Central Illustration). After adjusting for other confounders, patients with three abnormal biomarkers had increased risk of arrhythmia recurrence (HR=2.88 [95% CI, 1.39-5.17], p=0.003) (<xref ref-type="table" rid="t8">Table 4</xref>). Moreover, the presence of three abnormal biomarker values had a good predictive power for arrhythmia recurrence (AUC 0.78, 95% CI [0.74-0.83], p&lt;0.001) (<xref ref-type="fig" rid="f5">Figure 2</xref>).</p>
          <table-wrap id="t8">
            <label>Table 4</label>
            <caption>
              <title>Multivariate analysis of combined biomarkers for arrhythmia recurrence</title>
            </caption>
            <table frame="hsides" rules="groups">
              <colgroup width="33%">
                <col/>
                <col/>
                <col/>
              </colgroup>
              <thead style="border-top: thin solid; border-bottom: thin solid; border-color: #000000">
                <tr style="background-color:#76B4CF">
                  <th align="left" valign="middle"/>
                  <th align="center" colspan="2" style="border-bottom: thin solid; border-top: thin solid; border-color: #000000" valign="middle">Multivariate analysis</th>
                </tr>
                <tr style="background-color:#76B4CF">
                  <th align="left" valign="middle"/>
                  <th align="center" valign="middle">HR, (95% CI)</th>
                  <th align="center" valign="middle">p value</th>
                </tr>
              </thead>
              <tbody style="border-bottom: thin solid; border-color: #000000">
                <tr style="background-color:#C7DFEC">
                  <td align="left" valign="middle">LA diameter (mm)</td>
                  <td align="center" valign="middle">1.01 (1.01-1.02)</td>
                  <td align="center" valign="middle">&lt;0.001</td>
                </tr>
                <tr>
                  <td align="left" valign="middle">History of thyroid disease,</td>
                  <td align="left" valign="middle"/>
                  <td align="center" valign="middle">0.050</td>
                </tr>
                <tr>
                  <td align="left" valign="middle">Hypothyroidism</td>
                  <td align="center" valign="middle">0.71 (0.38-1.39)</td>
                  <td align="center" valign="middle">0.32</td>
                </tr>
                <tr>
                  <td align="left" valign="middle">Hyperthyroidism</td>
                  <td align="center" valign="middle">1.88 (1.03-3.44)</td>
                  <td align="center" valign="middle">0.040</td>
                </tr>
                <tr style="background-color:#C7DFEC">
                  <td align="left" valign="middle">Biomarcadores,0</td>
                  <td align="left" valign="middle"/>
                  <td align="center" valign="middle">&lt;0.001</td>
                </tr>
                <tr style="background-color:#C7DFEC">
                  <td align="left" valign="middle">1</td>
                  <td align="center" valign="middle">0.80 (0.43-1.50)</td>
                  <td align="center" valign="middle">0.48</td>
                </tr>
                <tr style="background-color:#C7DFEC">
                  <td align="left" valign="middle">2</td>
                  <td align="center" valign="middle">1.01 (0.54-1.89)</td>
                  <td align="center" valign="middle">0.97</td>
                </tr>
                <tr style="background-color:#C7DFEC">
                  <td align="left" valign="middle">3</td>
                  <td align="center" valign="middle">2.88 (1.39-5.17)</td>
                  <td align="center" valign="middle">0.003</td>
                </tr>
              </tbody>
            </table>
            <table-wrap-foot>
              <fn id="TFN8">
                <p>LA: left atrial.</p>
              </fn>
            </table-wrap-foot>
          </table-wrap>
          <fig id="f5">
            <label>Figure 2</label>
            <caption>
              <title>ROC curve illustrating the discriminative power of the three biomarker values (TSH, FT4 and BNP) combined with an AUC 0.78, 95% CI [0.74-0.83], p&lt;0.001.</title>
            </caption>
            <graphic xlink:href="1678-4170-abc-121-04-e20230544-30544-gf03-en.tif"/></fig>
        </sec>
        <sec>
          <title>Sub-analysis for paroxysmal and persistent AF patients</title>
          <p>With respect to persistent AF patients, none of the biomarkers had significant predictive power. For paroxysmal AF patients, the combination of three &#8220;abnormal&#8221; biomarkers (TSH, FT<sub>4</sub> and BNP) could predict arrhythmia recurrence (Table S-1 and Table S-2).</p>
        </sec>
      </sec>
      <sec sec-type="discussion">
        <title>Discussion</title>
        <p>To our knowledge, this is the first study assessing the impact of several serum biomarkers on AI-guided AF ablation. Our findings suggest that, individually, each pre-ablation serum biomarker has no or only modest ability in predicting arrhythmia recurrence (only TSH was independently associated with arrhythmia recurrence during follow-up), but the presence of multiple &#8220;abnormal&#8221; serum biomarkers can help predict arrhythmia recurrence after AI-guided AF ablation.</p>
        <p>In recent years, AF management has substantially improved, with catheter ablation being an important therapeutic option. However, despite improved outcomes after AF ablation, arrhythmia recurrence is still not uncommon.<sup><xref ref-type="bibr" rid="B4">4</xref></sup> Serum biomarkers have been proposed as being of potential use to identify patients at higher risk of recurrence since they are very easily accessible compared with other methods, such as computed tomography, magnetic resonance imaging and electrophysiologic study. It has already been demonstrated that thyroid hormones promote shortening of the action potential duration and refractory period. Consequently, they enhance automaticity and triggered activity in the pulmonary veins and also increased interstitial fibrosis in the atrium, which can serve as drivers for the beginning or maintenance of AF.<sup><xref ref-type="bibr" rid="B25">25</xref>&#8211;<xref ref-type="bibr" rid="B29">29</xref></sup> These pathophysiological changes can probably explain the higher relapse rate related to TSH levels in our study (TSH was an independent predictor of arrhythmia recurrence), corroborating the findings observed by Morishima et al.,<sup><xref ref-type="bibr" rid="B29">29</xref></sup> where TSH was a predictor of atrial arrhythmia even at normal TSH range. Importantly, contrary to what has been previously reported,<sup><xref ref-type="bibr" rid="B30">30</xref>,<xref ref-type="bibr" rid="B31">31</xref></sup> pre-ablation value of TSH but not FT<sub>4</sub> independently predicted AF recurrence, probably because TSH levels sensitively reflect the negative feedback of thyroid status.<sup><xref ref-type="bibr" rid="B32">32</xref></sup> Our results suggest that a better control of thyroid function is important before ablation, although there is still no clear evidence supporting additional thyroid hormone therapy,<sup><xref ref-type="bibr" rid="B29">29</xref></sup> and new studies are required to address this topic. Nevertheless, our data suggests that, in the setting of AI-guided ablation, each biomarker has no or only modest predictive value for arrhythmia recurrence, including TSH.</p>
        <p>Regarding the BNP value, AF itself increases BNP levels, which is in line with our results, where persistent AF patients had higher BNP levels before ablation than patients with paroxysmal AF. However, whereas in paroxysmal AF, a BNP value of 48.3 pg/ml in multivariate analysis was a modest independent predictor of arrhythmia recurrence (Table S-1), in persistent AF, none of the biomarkers, including BNP, had predictive statistical significance, even in combination. Interestingly, the combination of multiple biomarkers (TSH, FT4 and BNP) can help predict arrhythmia recurrence in paroxysmal AF but not in persistent AF. When all these three biomarkers were &#8220;abnormal&#8221;, arrhythmia recurrence was almost threefold higher compared with the absence of &#8220;abnormal&#8221; biomarkers in paroxysmal AF. With these results, we can hypothesize that, unlike paroxysmal AF, in persistent AF, atrial remodeling caused by advanced stages of the disease, and other factors not tested in our study, may play a significant role in arrhythmia recurrence, which may explain the inability of these serum biomarkers to predict recurrence.</p>
        <p>The AI software has been shown to estimate lesion depth, thus allowing ablation to be tailored to the thickness of the different left atrial walls, which could, in theory, reduce the ability of some biomarkers to predict recurrences.<sup><xref ref-type="bibr" rid="B5">5</xref>,<xref ref-type="bibr" rid="B33">33</xref>&#8211;<xref ref-type="bibr" rid="B35">35</xref></sup> Thus, mainly in paroxysmal AF, the use of multiple biomarkers (TSH, FT<sub>4</sub> and BNP) combined may be of greater interest.</p>
        <p>Since this simple risk score has reasonably good predictive power, physicians can easily assess these biomarkers prior to AI-guided AF ablation to predict the outcome in the early stages of the disease, when atrial remodeling is not yet established. In the presence of three &#8220;abnormal&#8221; biomarkers, given the higher risk of recurrence, physicians should more carefully explain the risk-benefit ratio of ablation, and consider individualized treatment before catheter ablation. For example, thyroid hormone therapy has been proposed by some authors in the presence of subclinical hyperthyroidism and AF; perindopril decreases the level of angiotensin-II and has been associated with a reduction of AF recurrence after catheter ablation; and therapies preventing natriuretic peptide degradation, like angiotensin receptor neprilysin inhibitor have also been proposed.<sup><xref ref-type="bibr" rid="B11">11</xref>,<xref ref-type="bibr" rid="B36">36</xref>&#8211;<xref ref-type="bibr" rid="B38">38</xref></sup> Although this information is novel, further studies are required to confirm these findings and assess the role of novel targets for pharmacological intervention before catheter ablation.</p>
        <p>We acknowledge several limitations in our work. First, the level of serum biomarkers may be affected by cardiac and non-cardiac diseases. Second, the cut-off values used to define the biomarker as &#8220;normal&#8221; or &#8220;abnormal&#8221; in our study could vary according to patients&#8217; characteristics and laboratory range values. Third, the use of amiodarone prior to ablation might have affected the TSH and FT4 values. However, our goal was to provide a real-world assessment of these biomarkers in the clinical practice, where a considerable percentage of patients are treated with amiodarone. Nevertheless, even excluding patients with amiodarone, patients with three &#8220;abnormal&#8221; biomarkers still maintain a higher risk of arrhythmia recurrence compared to patients without any biomarker. Fourth, it is likely that the recurrence rate reported in this study is underestimated, given that the post-ablation monitoring was only intermittent. The use of implantable loop recorders would have allowed documentation of the true arrhythmia burden. However, as monitoring was identical in all patients, this limitation had no impact on our main findings.</p>
      </sec>
      <sec sec-type="conclusions">
        <title>Conclusion</title>
        <p>Abnormal TSH, FT<sub>4</sub> and BNP values, when used in combination, may help predict arrhythmia recurrence after AI-guided ablation. Further studies should clarify if optimal biomarker values should be identified prior to ablation.</p>
      </sec>
    </body>
    <back>
      <fn-group>
        <fn fn-type="financial-disclosure" id="fn4">
          <p>
            <bold>Sources of funding</bold>
          </p>
          <p>There were no external funding sources for this study.</p>
        </fn>
        <fn fn-type="other" id="fn5">
          <p>
            <bold>Potential conflict of interest</bold>
          </p>
          <p>No potential conflict of interest relevant to this article was reported.</p>
        </fn>
        <fn fn-type="other" id="fn6">
          <p>
            <bold>Study association</bold>
          </p>
          <p>This study is not associated with any thesis or dissertation work.</p>
        </fn>
        <fn fn-type="other" id="fn7">
          <p>
            <bold>Ethics approval and consent to participate</bold>
          </p>
          <p>This study was approved by the Ethics Committee of the CHUC under the protocol number CHUC-095-20. All the procedures in this study were in accordance with the 1975 Helsinki Declaration, updated in 2013. Informed consent was obtained from all participants included in the study.</p>
        </fn>
      </fn-group>
    </back>
  </sub-article>
</article>
