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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">7wqXNh7yhbwSDwpFdtdvQMj</article-id>
      <article-id specific-use="scielo-v2" pub-id-type="publisher-id">S0066-782X2024000600309</article-id>
      <article-id pub-id-type="other">00309</article-id>
      <article-id pub-id-type="doi">10.36660/abc.20230734</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Artigo Original</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Atividade F&#237;sica no Tempo Livre e Incid&#234;ncia de Hipertens&#227;o Arterial em Participantes do ELSA-Brasil</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0001-7604-2838</contrib-id>
          <name>
            <surname>Souza</surname>
            <given-names>Tarc&#237;sio C.</given-names>
          </name>
          <role>Concep&#231;&#227;o e desenho da pesquisa</role>
          <role>An&#225;lise e interpreta&#231;&#227;o dos dados e An&#225;lise estat&#237;stica</role>
          <role>Obten&#231;&#227;o de dados</role>
          <role>Reda&#231;&#227;o do manuscrito</role>
          <role>Revis&#227;o cr&#237;tica do manuscrito quanto ao conte&#250;do</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">0000-0003-2080-9213</contrib-id>
          <name>
            <surname>Matos</surname>
            <given-names>Sheila M. A.</given-names>
          </name>
          <role>Obten&#231;&#227;o de dados</role>
          <role>Obten&#231;&#227;o de financiamento</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">0000-0002-4760-4157</contrib-id>
          <name>
            <surname>Almeida</surname>
            <given-names>Maria da C. C. de</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">
            <sup>3</sup>
          </xref>
          <role>Obten&#231;&#227;o de dados</role>
          <role>Obten&#231;&#227;o de financiamento</role>
          <role>Revis&#227;o cr&#237;tica do manuscrito quanto ao conte&#250;do</role>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-5319-5513</contrib-id>
          <name>
            <surname>Fonseca</surname>
            <given-names>Maria J. M.</given-names>
          </name>
          <role>Reda&#231;&#227;o do manuscrito</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">
          <contrib-id contrib-id-type="orcid">0000-0002-8614-988X</contrib-id>
          <name>
            <surname>Molina</surname>
            <given-names>Maria del Carmen B.</given-names>
          </name>
          <role>Reda&#231;&#227;o do manuscrito</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">
          <contrib-id contrib-id-type="orcid">0000-0002-6250-2036</contrib-id>
          <name>
            <surname>Griep</surname>
            <given-names>Rosane H.</given-names>
          </name>
          <role>Reda&#231;&#227;o do manuscrito</role>
          <role>Revis&#227;o cr&#237;tica do manuscrito quanto ao conte&#250;do</role>
          <xref ref-type="aff" rid="aff6">
            <sup>6</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0001-8276-3738</contrib-id>
          <name>
            <surname>Pitanga</surname>
            <given-names>Cristiano P. S.</given-names>
          </name>
          <role>Revis&#227;o cr&#237;tica do manuscrito quanto ao conte&#250;do</role>
          <xref ref-type="aff" rid="aff7">
            <sup>7</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-1033-8684</contrib-id>
          <name>
            <surname>Pitanga</surname>
            <given-names>Francisco J. G.</given-names>
          </name>
          <role>Concep&#231;&#227;o e desenho da pesquisa</role>
          <role>An&#225;lise e interpreta&#231;&#227;o dos dados e An&#225;lise estat&#237;stica</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="aff8">
            <sup>8</sup>
          </xref>
        </contrib>
        <aff id="aff1">
          <label>1</label>
          <institution content-type="orgname">Universidade Estadual do Sudoeste da Bahia</institution>
          <addr-line>
            <named-content content-type="city">Jequi&#233;</named-content>
            <named-content content-type="state">BA</named-content>
          </addr-line>
          <country country="BR">Brasil</country>
          <institution content-type="original">Programa de P&#243;s-Gradua&#231;&#227;o em Educa&#231;&#227;o F&#237;sica (PPGEF) &#8211; Universidade Estadual do Sudoeste da Bahia (UESB), Jequi&#233;, BA &#8211; Brasil</institution>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution content-type="orgname">Universidade Federal da Bahia</institution>
          <institution content-type="orgdiv1">Instituto de Sa&#250;de Coletiva</institution>
          <addr-line>
            <named-content content-type="city">Salvador</named-content>
            <named-content content-type="state">BA</named-content>
          </addr-line>
          <country country="BR">Brasil</country>
          <institution content-type="original">Instituto de Sa&#250;de Coletiva (ISC) &#8211; Universidade Federal da Bahia (UFBA), Salvador, BA &#8211; Brasil</institution>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution content-type="orgname">Funda&#231;&#227;o Oswaldo Cruz</institution>
          <institution content-type="orgdiv1">Instituto Gon&#231;alo Moniz</institution>
          <addr-line>
            <named-content content-type="city">Salvador</named-content>
            <named-content content-type="state">BA</named-content>
          </addr-line>
          <country country="BR">Brasil</country>
          <institution content-type="original">Instituto Gon&#231;alo Moniz (IGM) &#8211; Funda&#231;&#227;o Oswaldo Cruz (FIOCRUZ), Salvador, BA &#8211; Brasil</institution>
        </aff>
        <aff id="aff4">
          <label>4</label>
          <institution content-type="orgname">Funda&#231;&#227;o Oswaldo Cruz</institution>
          <institution content-type="orgdiv1">Escola de Sa&#250;de P&#250;blica</institution>
          <addr-line>
            <named-content content-type="city">Rio de Janeiro</named-content>
            <named-content content-type="state">RJ</named-content>
          </addr-line>
          <country country="BR">Brasil</country>
          <institution content-type="original">Escola de Sa&#250;de P&#250;blica &#8211; Funda&#231;&#227;o Oswaldo Cruz (FIOCRUZ), Rio de Janeiro, RJ &#8211; Brasil</institution>
        </aff>
        <aff id="aff5">
          <label>5</label>
          <institution content-type="orgname">Universidade Federal do Espirito Santo</institution>
          <addr-line>
            <named-content content-type="city">Vit&#243;ria</named-content>
            <named-content content-type="state">ES</named-content>
          </addr-line>
          <country country="BR">Brasil</country>
          <institution content-type="original">Programa de P&#243;s-gradua&#231;&#227;o em Sa&#250;de Coletiva (PPGSC) &#8211; Universidade Federal do Espirito Santo (UFES), Vit&#243;ria, ES &#8211; Brasil</institution>
        </aff>
        <aff id="aff6">
          <label>6</label>
          <institution content-type="orgname">Laborat&#243;rio de Educa&#231;&#227;o em Ambiente e Sa&#250;de</institution>
          <institution content-type="orgdiv1">Funda&#231;&#227;o Oswaldo Cruz</institution>
          <addr-line>
            <named-content content-type="city">Rio de Janeiro</named-content>
            <named-content content-type="state">RJ</named-content>
          </addr-line>
          <country country="BR">Brasil</country>
          <institution content-type="original">Laborat&#243;rio de Educa&#231;&#227;o em Ambiente e Sa&#250;de &#8211; Funda&#231;&#227;o Oswaldo Cruz (FIOCRUZ), Rio de Janeiro, RJ &#8211; Brasil</institution>
        </aff>
        <aff id="aff7">
          <label>7</label>
          <institution content-type="orgname">Universidade Cat&#243;lica do Salvador</institution>
          <addr-line>
            <named-content content-type="city">Salvador</named-content>
            <named-content content-type="state">BA</named-content>
          </addr-line>
          <country country="BR">Brasil</country>
          <institution content-type="original">Universidade Cat&#243;lica do Salvador(UCSAL), Salvador, BA &#8211; Brasil</institution>
        </aff>
        <aff id="aff8">
          <label>8</label>
          <institution content-type="orgname">Universidade Federal da Bahia</institution>
          <addr-line>
            <named-content content-type="city">Salvador</named-content>
            <named-content content-type="state">BA</named-content>
          </addr-line>
          <country country="BR">Brasil</country>
          <institution content-type="original">Programa de P&#243;s-gradua&#231;&#227;o em Ci&#234;ncias da Reabilita&#231;&#227;o (PPG-REAB) - Universidade Federal da Bahia (UFBA), Salvador, BA &#8211; Brasil</institution>
        </aff>
      </contrib-group>
      <author-notes>
        <corresp id="c1"><bold>Correspond&#234;ncia: Tarc&#237;sio C. Souza</bold> &#8226; Universidade Estadual do Sudoeste da Bahia (UESB) &#8211; Av. Jos&#233; Moreira Sobrinho, s/n - Jequiezinho. CEP <postal-code>45205-490</postal-code>, Jequi&#233;, BA &#8211; Brasil E-mail: <email>tarcisiochagas@hotmail.com</email> </corresp>
        <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>
        <fn fn-type="edited-by">
          <p>Editor respons&#225;vel pela revis&#227;o: Ricardo Stein</p>
        </fn>
      </author-notes>
      <pub-date date-type="pub" publication-format="electronic">
        <day>02</day>
        <month>08</month>
        <year>2024</year>
      </pub-date>
      <pub-date date-type="collection" publication-format="electronic">
        <year>2024</year>
      </pub-date>
      <volume>121</volume>
      <issue>6</issue>
      <elocation-id>e20230734</elocation-id>
      <history>
        <date date-type="received">
          <day>24</day>
          <month>10</month>
          <year>2023</year>
        </date>
        <date date-type="rev-recd">
          <day>18</day>
          <month>02</month>
          <year>2024</year>
        </date>
        <date date-type="accepted">
          <day>13</day>
          <month>03</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 abstract-type="graphical">
        <p>
          <fig id="f1">
            <alternatives>
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              <graphic xlink:href="https://minio.scielo.br/documentstore/1678-4170/7wqXNh7yhbwSDwpFdtdvQMj/648f42a456476dbe72374ab5423b3b7985b874bc.png" specific-use="scielo-web"/>
              <graphic xlink:href="https://minio.scielo.br/documentstore/1678-4170/7wqXNh7yhbwSDwpFdtdvQMj/e844e343b5928e5f90046c16695f83b50455b6ea.jpg" specific-use="scielo-web" content-type="scielo-267x140"/>
            </alternatives>
          </fig>
        </p>
      </abstract>
      <abstract>
        <title>Resumo</title>
        <sec>
          <title>Fundamento:</title>
          <p>Evid&#234;ncias apontam que a atividade f&#237;sica (AF) apresenta efeito protetor para as doen&#231;as cr&#244;nicas, incluindo a hipertens&#227;o arterial (HA).</p>
        </sec>
        <sec>
          <title>Objetivo:</title>
          <p>Este estudo investigou, de forma longitudinal, a associa&#231;&#227;o entre as mudan&#231;as na atividade f&#237;sica no tempo livre (AFTL) e a incid&#234;ncia de HA em participantes do ELSA-Brasil.</p>
        </sec>
        <sec>
          <title>M&#233;todos:</title>
          <p>Foram analisados dados de 8.968 participantes em dois momentos distintos (2008-2010 e 2012-2014). Foi utilizado o Question&#225;rio Internacional de Atividade F&#237;sica (IPAQ), vers&#227;o longa, para avalia&#231;&#227;o da AFTL. A associa&#231;&#227;o entre AFTL e HA foi testada por regress&#227;o de Poisson com estimativa do risco relativo (RR), com n&#237;vel de signific&#226;ncia de 5% e intervalo de confian&#231;a de 95%.</p>
        </sec>
        <sec>
          <title>Resultados:</title>
          <p>Quando a vari&#225;vel n&#237;vel de AFTL foi categorizada em suficiente e insuficiente, n&#227;o foram encontradas associa&#231;&#245;es estatisticamente significantes entre AFTL e a incid&#234;ncia HA em fun&#231;&#227;o das mudan&#231;as na AF durante o seguimento. No entanto, a vari&#225;vel AFTL quando categorizada em inativo, pouco ativo, ativo e muito ativo, observou-se associa&#231;&#227;o estatisticamente significante entre AFTL e HA em participantes classificados como muito ativos fisicamente. O risco de HA foi reduzido em 35% entre homens RR 0,65 (IC 95% 0,50-0,86) e em 66% entre as mulheres RR 0,34 (IC 95% 0,20-0,58) que mantiveram altos n&#237;veis de AFTL em ambos os momentos do seguimento.</p>
        </sec>
        <sec>
          <title>Conclus&#227;o:</title>
          <p>Esses resultados sugerem que a manuten&#231;&#227;o de altos n&#237;veis de AF ao longo do tempo est&#225; associada a um menor risco de desenvolver HA, destacando a import&#226;ncia da AF na preven&#231;&#227;o dessa condi&#231;&#227;o, tanto para homens quanto para mulheres.</p>
        </sec>
      </abstract>
      <kwd-group xml:lang="pt">
        <title>Palavras-chave:</title>
        <kwd>Doen&#231;as Cardiovasculares</kwd>
        <kwd>Epidemiologia</kwd>
        <kwd>Estudos Longitudinais</kwd>
        <kwd>Sa&#250;de P&#250;blica</kwd>
      </kwd-group>
      <funding-group>
        <award-group>
          <funding-source>Financiadora de Estudos e Projetos e CNPq &#8211; Conselho Nacional de Pesquisa</funding-source>
          <award-id>01 060010.00RS</award-id>
          <award-id>01 06 0212.00BA</award-id>
          <award-id>01 06 0300.00ES</award-id>
          <award-id>01 06 0278.00MG</award-id>
          <award-id>01 06 0115.00SP</award-id>
          <award-id>01 06 0071.00RJ</award-id>
        </award-group>
      </funding-group>
      <counts>
        <fig-count count="2"/>
        <table-count count="6"/>
        <equation-count count="0"/>
        <ref-count count="16"/>
      </counts>
    </article-meta>
  </front>
  <body>
    <sec sec-type="intro">
      <title>Introdu&#231;&#227;o</title>
      <p>As doen&#231;as cardiovasculares destacam-se como a principal causa de &#243;bitos no mundo.<sup><xref ref-type="bibr" rid="B1">1</xref>-<xref ref-type="bibr" rid="B3">3</xref></sup> Os pa&#237;ses latino-americanos det&#234;m altas taxas de mortalidade por doen&#231;as cardiovasculares, sendo o Brasil o pa&#237;s com as maiores taxas.<sup><xref ref-type="bibr" rid="B2">2</xref></sup> A hipertens&#227;o arterial (HA), por sua vez, figura como a mais comum entre as doen&#231;as cardiovasculares, e o principal fator de risco para as doen&#231;as cerebrovasculares. <sup><xref ref-type="bibr" rid="B3">3</xref>,<xref ref-type="bibr" rid="B4">4</xref></sup></p>
      <p>A HA frequentemente se desenvolve devido a uma intera&#231;&#227;o complexa de fatores de risco associados ao estilo de vida, predisposi&#231;&#227;o gen&#233;tica e envelhecimento. Essa condi&#231;&#227;o afeta todas as faixas socioecon&#244;micas de ambos os sexos, mas apresenta as taxas mais elevadas entre os homens, especialmente em na&#231;&#245;es de renda m&#233;dia e baixa.<sup><xref ref-type="bibr" rid="B4">4</xref></sup></p>
      <p>A Sociedade Brasileira de Cardiologia aponta em sua &#250;ltima diretriz de HA que a realiza&#231;&#227;o consistente de atividade f&#237;sica (AF) desempenha um papel crucial na preven&#231;&#227;o da HA, al&#233;m de contribuir para a redu&#231;&#227;o da press&#227;o arterial (PA) em pessoas que j&#225; apresentam essa condi&#231;&#227;o. Esse efeito ben&#233;fico pode ser atribu&#237;do tanto a mudan&#231;as diretas nos aspectos hemodin&#226;micos quanto a modifica&#231;&#245;es indiretas que ocorrem por meio de adapta&#231;&#245;es nutricionais, metab&#243;licas e comportamentais.<sup><xref ref-type="bibr" rid="B1">1</xref>,<xref ref-type="bibr" rid="B2">2</xref>,<xref ref-type="bibr" rid="B4">4</xref></sup></p>
      <p>Estudos desenvolvidos com dados do ELSA-Brasil.<sup><xref ref-type="bibr" rid="B5">5</xref>,<xref ref-type="bibr" rid="B6">6</xref></sup> indicam associa&#231;&#227;o inversa entre atividade f&#237;sica no tempo livre AFTL e HA, bem como com eventos cardiovasculares, por&#233;m foram realizados de forma transversal.</p>
      <p>A partir desse cen&#225;rio, o presente estudo poder&#225; adicionar conhecimentos ao tema, principalmente na perspectiva de um melhor entendimento sobre as poss&#237;veis mudan&#231;as nos padr&#245;es da AFTL durante o acompanhamento da popula&#231;&#227;o estudada e a incid&#234;ncia de HA. Al&#233;m disso, poder&#225; fomentar a formula&#231;&#227;o de pol&#237;ticas p&#250;blicas que promovam e incentivem a pr&#225;tica de AFTL por um n&#250;mero, cada vez, maior de pessoas.</p>
      <p>Sendo assim, este estudo tem como objetivo investigar, de forma longitudinal, a associa&#231;&#227;o entre a AFTL e a incid&#234;ncia de HA em participantes do ELSA-Brasil.</p>
    </sec>
    <sec sec-type="methods">
      <title>M&#233;todos</title>
      <sec>
        <title>Popula&#231;&#227;o e amostra</title>
        <p>O ELSA-Brasil &#233; um estudo de coorte com 15.105 servidores p&#250;blicos ativos e aposentados, 35 a 74 anos, de seis institui&#231;&#245;es de n&#237;vel superior. O principal objetivo &#233; investigar a incid&#234;ncia e a progress&#227;o de diabetes e doen&#231;as cardiovasculares, inclusive a HA, e seus fatores associados, cujos detalhes metodol&#243;gicos foram descritos previamente.<sup><xref ref-type="bibr" rid="B7">7</xref>,<xref ref-type="bibr" rid="B8">8</xref></sup> Para o presente estudo foram selecionados os participantes da linha de base (2008-2010), acompanhados at&#233; o 1&#186; seguimento (2012-2014).</p>
        <p>Para a composi&#231;&#227;o da amostra deste estudo, foram selecionados exclusivamente indiv&#237;duos com PA normal (normotensos), excluindo-se qualquer pessoa com diagn&#243;stico pr&#233;vio de hipertens&#227;o (hipertensos) ou que estivesse em uso de medicamentos para o tratamento da HA. Todos os participantes responderam os question&#225;rios sobre AF e com dados completos relativos &#224;s vari&#225;veis envolvidas na an&#225;lise, totalizando 8968 participantes, sendo 4916 mulheres e 4052 homens.</p>
        <p>O ELSA-Brasil foi aprovado pela Comiss&#227;o Nacional de &#201;tica em Pesquisa (CONEP) e em todos os Comit&#234;s de &#201;tica em Pesquisa dos seis centros de investiga&#231;&#245;es envolvidos. Todos os participantes assinaram o termo de consentimento livre e esclarecido (TCLE), sendo garantidos o sigilo e a confidencialidade dos dados.</p>
      </sec>
      <sec>
        <title>Produ&#231;&#227;o de dados</title>
        <p>Os dados foram coletados por uma equipe de entrevistadores e aferidores treinados e certificados por um comit&#234; de controle de qualidade,<sup><xref ref-type="bibr" rid="B7">7</xref></sup> capacitados a executar o protocolo do estudo em qualquer Centro de Investiga&#231;&#227;o ELSA-Brasil. Foram realizadas entrevistas presenciais na aplica&#231;&#227;o dos blocos de question&#225;rios para obten&#231;&#227;o das informa&#231;&#245;es sobre idade, ra&#231;a/cor escolaridade, renda familiar, tabagismo e consumo de sal. Al&#233;m disso, foram coletadas informa&#231;&#245;es sobre medidas antropom&#233;tricas de peso, estatura e circunfer&#234;ncia da cintura. O peso corporal foi obtido pela manh&#227;, ap&#243;s 8 a 12 horas de jejum e com o participante sem sapatos e com roupas leves. Foi usada balan&#231;a eletr&#244;nica Toledo<sup>&#174;</sup>, com capacidade para at&#233; 200kg. Para medida da estatura, foi usado estadi&#244;metro da marca SECA<sup>&#174;</sup>, com o participante posicionado de p&#233; e seguindo rigorosamente o plano de Frankfurt. A obesidade foi identificada por meio do &#237;ndice de massa corporal (IMC), aplicando-se a equa&#231;&#227;o IMC = peso (kg)/altura(m)<sup>2</sup>.</p>
      </sec>
      <sec>
        <title>Avalia&#231;&#227;o da atividade f&#237;sica</title>
        <p>Para identifica&#231;&#227;o e quantifica&#231;&#227;o da AF, foi utilizado o m&#243;dulo de AFTL do International Physical Activity Questionnary (IPAQ), vers&#227;o longa, que &#233; constitu&#237;do de quest&#245;es relativas &#224; frequ&#234;ncia e &#224; dura&#231;&#227;o de atividades f&#237;sicas (caminhada, AF moderada e AF vigorosa) desenvolvidas no trabalho, no deslocamento, nas atividades dom&#233;sticas e no tempo livre.<sup><xref ref-type="bibr" rid="B9">9</xref></sup> A AF foi mensurada em minutos/semana por meio da multiplica&#231;&#227;o da frequ&#234;ncia semanal pela dura&#231;&#227;o de cada uma das atividades realizadas. Para efeito desse estudo, utilizou-se a AFTL, com a seguinte categoriza&#231;&#227;o: 0 = inativo fisicamente (menos de 10 minutos de qualquer AF por semana); 1 = pouco ativo (entre 10 minutos e menos de 150 minutos de caminhada/moderada por semana, ou entre 10 minutos e menos de 60 minutos de atividades vigorosas por semana, ou entre 10 minutos e menos de 150 minutos por semana de qualquer combina&#231;&#227;o de caminhada moderada e vigorosa); 2 = fisicamente ativo (pelo menos 150 minutos de caminhada/atividade moderada por semana, ou pelo menos 60 minutos de atividades vigorosas por semana, ou pelo menos 150 minutos por semana de qualquer combina&#231;&#227;o de AF moderada e vigorosa); 3 = muito ativo (pelo menos 150 minutos de atividades vigorosas por semana, ou pelo menos 60 minutos de atividades vigorosas por semana mais 150 minutos por semana de qualquer combina&#231;&#227;o de AF moderada e vigorosa).</p>
        <p>Para as an&#225;lises com a AFTL categorizada em dois grupos, foram considerados como insuficientemente ativos aqueles classificados como pouco ativos, e como suficientemente ativos aqueles classificados como ativos. Para as an&#225;lises com a AFTL com quatro categorias, foram considerados os inativos, pouco ativos, ativos e muito ativos.</p>
      </sec>
      <sec>
        <title>Avalia&#231;&#227;o da hipertens&#227;o arterial</title>
        <p>A HA foi definida como PA sist&#243;lica &#8805; 140 mm/Hg e PA diast&#243;lica &#8805; 90 mm/Hg. A PA foi aferida com esfigmoman&#244;metro digital (Omron HEM-705CP). As medidas de PA foram realizadas ap&#243;s cinco minutos de repouso, com o participante de bexiga vazia, sentado ereto, com as costas relaxadas e apoiadas no encosto, p&#233;s apoiados, pernas descruzadas e bra&#231;o esquerdo apoiado na altura do cora&#231;&#227;o. Foram realizadas tr&#234;s aferi&#231;&#245;es com intervalos de um minuto. A PA utilizada no presente estudo foi estabelecida pela m&#233;dia aritm&#233;tica da segunda e terceira medida.</p>
      </sec>
      <sec>
        <title>Covari&#225;veis</title>
        <p>Para as covari&#225;veis, adotou-se a seguinte categoriza&#231;&#227;o: Sexo: homem e mulher; Para ra&#231;a/cor: pretos, pardos, brancos, asi&#225;ticos, ind&#237;genas; Para a idade: entre 34 e 50 anos, entre 51 e 60 anos e &gt;60 anos; Para escolaridade, foram estabelecidas quatro categorias: fundamental incompleto, fundamental completo, m&#233;dio completo e superior completo/p&#243;s-gradua&#231;&#227;o. A renda familiar foi categorizada em: at&#233; 2 sal&#225;rios m&#237;nimos, de 2 at&#233; 8 sal&#225;rios m&#237;nimos, de 8 at&#233; 18 sal&#225;rios m&#237;nimos e acima de 18 sal&#225;rios m&#237;nimos. O tabagismo atual foi categorizado em n&#227;o e sim; Para o IMC: &lt; 30 kg/m&#178;, = &#8805; 30 kg/m&#178;; Para o consumo de sal/dia: &lt; 5g e = &#8805; 5g.</p>
      </sec>
      <sec>
        <title>An&#225;lise dos dados</title>
        <p>As medidas descritivas (propor&#231;&#245;es) foram calculadas para todas as vari&#225;veis categorizadas. As an&#225;lises foram estratificadas por sexo <italic>a priori</italic> e comparadas por meio do teste Qui-quadrado. As associa&#231;&#245;es foram analisadas por meio de regress&#227;o de Poisson, estimando-se o Risco Relativo (RR) com intervalo de confian&#231;a a 95%. Foram consideradas como potenciais confundidoras ou modificadoras de efeito as seguintes vari&#225;veis: idade, IMC, tabagismo, renda familiar, consumo de sal, ra&#231;a/cor e escolaridade.</p>
        <p>A verifica&#231;&#227;o da modifica&#231;&#227;o do efeito foi feita por meio de estratifica&#231;&#227;o com a observa&#231;&#227;o das medidas pontuais estrato-espec&#237;ficas e os seus intervalos e confian&#231;a. Quando a medida pontual de um fator, em determinado estrato espec&#237;fico, n&#227;o estava contida no intervalo de confian&#231;a do outro fator no mesmo estrato, isso indicava modifica&#231;&#227;o de efeito. A an&#225;lise das poss&#237;veis vari&#225;veis de confundimento foi realizada pelo procedimento backward, por meio de regress&#227;o de Poisson. A an&#225;lise come&#231;ando com o modelo completo, seguido pela remo&#231;&#227;o um a um dos potenciais confundidores. Quando observada modifica&#231;&#227;o igual ou superior a 10% na associa&#231;&#227;o pontual entre AFTL e HA, a vari&#225;vel &#233; considerada confundidora.<sup><xref ref-type="bibr" rid="B10">10</xref></sup> Apesar de que no processo de modelagem n&#227;o foram identificadas vari&#225;veis modificadoras de efeito e/ou confundidoras, optou-se pelo ajuste por idade, uma vez que, teoricamente, tanto a AFTL quanto HA se relacionam com idade.</p>
        <p>Foram feitas an&#225;lises longitudinais, calculando o RR entre AFTL e HA tendo como refer&#234;ncia a categoria insuficientemente ativo para a an&#225;lise com duas categorias, e o grupo inativo como refer&#234;ncia para a an&#225;lise com quatro categorias.</p>
        <p>Foi utilizado o teste de Mantel-Haenszel para testar a homogeneidade dos valores do RR entre os estratos de cada vari&#225;vel. O n&#237;vel de signific&#226;ncia adotado na an&#225;lise estat&#237;stica foi de 5%. O intervalo de confian&#231;a foi estabelecido em 95%. Empregou-se o programa estat&#237;stico STATA<sup>&#174;</sup> vers&#227;o 17.0</p>
      </sec>
    </sec>
    <sec sec-type="results">
      <title>Resultados</title>
      <p>Um total de 4.052 homens e 4.916 mulheres foi inclu&#237;do na an&#225;lise. As caracter&#237;sticas da amostra est&#227;o apresentadas na <xref ref-type="table" rid="t1">Tabela 1</xref>. A incid&#234;ncia de HA no primeiro seguimento foi de 16,9%, sendo 12,8% entre as mulheres e de 21,9% entre os homens, todavia a maior parte dos participantes era do sexo feminino (55%), dentre elas 37,8% tinham idade entre 34-50 anos. Observa-se tamb&#233;m que as mulheres t&#234;m maior renda familiar e s&#227;o mais ativas no tempo livre, enquanto os homens s&#227;o mais tabagistas, mais hipertensos e apresentam maior propor&#231;&#227;o de participantes muito ativos no tempo livre. Observa-se ainda que n&#227;o existem diferen&#231;as estatisticamente significantes entre homens e mulheres com rela&#231;&#227;o &#224; idade. Cerca de 16% de ambos os sexos eram suficientemente ativos na linha de base e se tornaram insuficientemente ativos, e aproximadamente 13% dos insuficientemente ativos se tornaram suficientemente ativos. Cerca de 8% permaneceram muito ativos fisicamente nos dois momentos do acompanhamento.</p>
      <table-wrap id="t1">
        <label>Tabela 1</label>
        <caption>
          <title>Distribui&#231;&#227;o dos participantes segundo caracter&#237;sticas selecionadas e sexo. ELSA-Brasil 2008-2014</title>
        </caption>
        <table frame="hsides" rules="groups">
          <colgroup width="24%">
            <col width="1%"/>
            <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="center" colspan="2" valign="middle"/>
              <th align="center" valign="middle">Homens</th>
              <th align="center" valign="middle">Mulheres</th>
              <th align="center" valign="middle">p-valor</th>
            </tr>
          </thead>
          <tbody style="border-bottom: thin solid; border-color: #000000">
            <tr>
              <td align="left" colspan="2" valign="middle">Idade (anos) - n (%)</td>
              <td align="center" valign="middle">(4.052)</td>
              <td align="center" valign="middle">(4.916)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr>
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">34-50</td>
              <td align="center" valign="middle">1642 (46,71)</td>
              <td align="center" valign="middle">1859 (53,10)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr>
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">51-60</td>
              <td align="center" valign="middle">1427 (44,32)</td>
              <td align="center" valign="middle">1793 (55,68)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr>
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">&gt; 60</td>
              <td align="center" valign="middle">983 (43,75)</td>
              <td align="center" valign="middle">1264 (56,38)</td>
              <td align="center" valign="middle">0.030</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" colspan="5" valign="middle">Ra&#231;a/cor autoreferrida - n (%)</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">Pretos</td>
              <td align="center" valign="middle">479 (41,73)</td>
              <td align="center" valign="middle">680 (58,67)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">Pardos</td>
              <td align="center" valign="middle">1229 (49,62)</td>
              <td align="center" valign="middle">1248 (50,38)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">Brancos</td>
              <td align="center" valign="middle">2171 (44,05)</td>
              <td align="center" valign="middle">2758 (55,95)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">Asi&#225;ticos</td>
              <td align="center" valign="middle">68 (30,49)</td>
              <td align="center" valign="middle">155 (69,51)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">Ind&#237;genas</td>
              <td align="center" valign="middle">50 (60,24)</td>
              <td align="center" valign="middle">33 (39,76)</td>
              <td align="center" valign="middle">0,00</td>
            </tr>
            <tr>
              <td align="left" colspan="5" valign="middle">Renda familiar (sal&#225;rio m&#237;nimo) - n (%)</td>
            </tr>
            <tr>
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">At&#233; 2</td>
              <td align="center" valign="middle">40 (42,55)</td>
              <td align="center" valign="middle">54 (57,45)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr>
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">De 2 at&#233; 8</td>
              <td align="center" valign="middle">1559 (47,48)</td>
              <td align="center" valign="middle">1715 (52,22)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr>
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">De 8 at&#233; 18</td>
              <td align="center" valign="middle">1385 (40,82)</td>
              <td align="center" valign="middle">2008 (59,18)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr>
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">Acima de 18</td>
              <td align="center" valign="middle">1041 (48,13)</td>
              <td align="center" valign="middle">1922 (51,87)</td>
              <td align="center" valign="middle">0,00</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" colspan="5" valign="middle">Escolaridade - n (%)</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">Fundamental incompleto</td>
              <td align="center" valign="middle">253 (71,67)</td>
              <td align="center" valign="middle">100 (28,33)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">Fundamental completo</td>
              <td align="center" valign="middle">303 (60,84)</td>
              <td align="center" valign="middle">195 (39,16)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">M&#233;dio completo</td>
              <td align="center" valign="middle">1323 (45,06)</td>
              <td align="center" valign="middle">1613 (54,94)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">Superior completo/P&#243;s-gradua&#231;&#227;o</td>
              <td align="center" valign="middle">2173 (41,94)</td>
              <td align="center" valign="middle">1756 (49,84)</td>
              <td align="center" valign="middle">0,00</td>
            </tr>
            <tr>
              <td align="left" colspan="5" valign="middle">Tabagismo atual - n (%)</td>
            </tr>
            <tr>
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">N&#227;o</td>
              <td align="center" valign="middle">2276 (41,90)</td>
              <td align="center" valign="middle">3156 (58,10)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr>
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">Sim</td>
              <td align="center" valign="middle">1767 (50,71)</td>
              <td align="center" valign="middle">1756 (49,84)</td>
              <td align="center" valign="middle">0,00</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" colspan="5" valign="middle">IMC - n (%)</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">&lt; 30 kg/m&#178;</td>
              <td align="center" valign="middle">3354 (46,81)</td>
              <td align="center" valign="middle">3811 (53,19)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">&#8805; 30 kg/m&#178;</td>
              <td align="center" valign="middle">698 (38,71)</td>
              <td align="center" valign="middle">1015 (61,19)</td>
              <td align="center" valign="middle">0,00</td>
            </tr>
            <tr>
              <td align="left" colspan="5" valign="middle">Consumo de sal - n (%)</td>
            </tr>
            <tr>
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">&lt; 5g</td>
              <td align="center" valign="middle">203 (22,61)</td>
              <td align="center" valign="middle">695 (77,39)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr>
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">&#8805; 5g</td>
              <td align="center" valign="middle">3849 (47,70)</td>
              <td align="center" valign="middle">4121 (52,30)</td>
              <td align="center" valign="middle">0,00</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" colspan="5" valign="middle">Mudan&#231;as na AFTL (entre as etapas do estudo- n (%)</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">AFTL insuficiente - AFTL insuficiente</td>
              <td align="center" valign="middle">1296 (39,12)</td>
              <td align="center" valign="middle">2017 (60,88)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">AFTL suficiente - AFTL suficiente</td>
              <td align="center" valign="middle">217 (45,30)</td>
              <td align="center" valign="middle">262 (54,70)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">AFTL suficiente - AFTL insuficiente</td>
              <td align="center" valign="middle">637 (44,73)</td>
              <td align="center" valign="middle">787 (55,27)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">AFTL insuficiente - AFTL suficiente</td>
              <td align="center" valign="middle">514 (45,65)</td>
              <td align="center" valign="middle">612 (54,35)</td>
              <td align="center" valign="middle">0,00</td>
            </tr>
            <tr>
              <td align="left" colspan="5" valign="middle">N&#237;veis de AFTL - n (%)</td>
            </tr>
            <tr>
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">Inativo</td>
              <td align="center" valign="middle">888 (38,81)</td>
              <td align="center" valign="middle">1400 (61,19)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr>
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">Pouco ativo</td>
              <td align="center" valign="middle">217 (45,30)</td>
              <td align="center" valign="middle">262 (54,70)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr>
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">Ativo</td>
              <td align="center" valign="middle">411 (46,97)</td>
              <td align="center" valign="middle">464 (53,03)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr>
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">Muito ativo</td>
              <td align="center" valign="middle">461 (63,24)</td>
              <td align="center" valign="middle">268 (36,24)</td>
              <td align="center" valign="middle">0,00</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" colspan="5" valign="middle">Hipertens&#227;o arterial - n (%)</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">N&#227;o</td>
              <td align="center" valign="middle">3148 (42,45)</td>
              <td align="center" valign="middle">4267 (57,55)</td>
              <td align="center" valign="middle"/>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle"/>
              <td align="left" valign="middle">Sim</td>
              <td align="center" valign="middle">887 (58,43)</td>
              <td align="center" valign="middle">631 (41,57)</td>
              <td align="center" valign="middle">0,00</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="TFN1">
            <label>*</label>
            <p>Os valores para homens e mulheres foram comparados por meio do teste qui-quadrado. As somas dos estratos nem sempre ser&#227;o iguais, devido a perda de informa&#231;&#245;es de algumas vari&#225;veis. IMC: &#237;ndice de massa corporal; AFTL: atividade f&#237;sica no tempo livre.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p>Como observado na <xref ref-type="table" rid="t2">tabela 2</xref>, n&#227;o houve associa&#231;&#245;es estat&#237;sticas significantes entre mudan&#231;as na AFTL e HA entre os participantes quando utilizamos a classifica&#231;&#227;o em duas categorias.</p>
      <table-wrap id="t2">
        <label>Tabela 2</label>
        <caption>
          <title>Associa&#231;&#227;o entre mudan&#231;as da AFTL entre dois seguimentos e incid&#234;ncia de HA em participantes do ELSA-Brasil (sexo masculino e feminino)</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">Mudan&#231;as na AFTL</th>
              <th align="center" valign="middle">HomensRR (IC 95%)</th>
              <th align="center" valign="middle">MulheresRR (IC 95%)</th>
            </tr>
          </thead>
          <tbody style="border-bottom: thin solid; border-color: #000000">
            <tr>
              <td align="left" valign="middle">AFTL insuficiente &#8211; AFTL insuficiente</td>
              <td align="center" valign="middle">1,00</td>
              <td align="center" valign="middle">1,00</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle">AFTL suficiente &#8211; AFTL suficiente</td>
              <td align="center" valign="middle">1,00 (0,75-1,35)</td>
              <td align="center" valign="middle">1,06 (0,76-1,48)</td>
            </tr>
            <tr>
              <td align="left" valign="middle">AFTL insuficiente &#8211; AFTL suficiente</td>
              <td align="center" valign="middle">0,95 (0,78-1,16)</td>
              <td align="center" valign="middle">0,87 (0,69-1,10)</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle">AFTL suficiente &#8211; AFTL insuficiente</td>
              <td align="center" valign="middle">0,81 (0,64-1,02)</td>
              <td align="center" valign="middle">0,80 (0,62-1,04)</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="TFN2">
            <p>An&#225;lise ajustada por idade. RR: risco relativo; AFTL: atividade f&#237;sica no tempo livre.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p>A <xref ref-type="table" rid="t3">tabela 3</xref> apresenta a an&#225;lise utilizando o n&#237;vel de AFTL em quatro categorias, a qual indicou associa&#231;&#227;o estat&#237;stica entre AFTL e HA em participantes muito ativos: risco de HA reduzido em 35% entre homens RR = 0,65 (IC 95% 0,50-0,86) e risco de HA reduzido em 66% entre as mulheres RR = 0,34 (IC 95% 0,20-0,58). A figura central resume as principais informa&#231;&#245;es do manuscrito.</p>
      <table-wrap id="t3">
        <label>Tabela 3</label>
        <caption>
          <title>Associa&#231;&#227;o entre n&#237;veis de AFTL e incid&#234;ncia de HA em participantes do ELSA-Brasil (sexo masculino e feminino)</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">N&#237;veis de ATFL</th>
              <th align="center" valign="middle">Homens RR (IC 95%)</th>
              <th align="center" valign="middle">Mulheres RR (IC 95%)</th>
            </tr>
          </thead>
          <tbody style="border-bottom: thin solid; border-color: #000000">
            <tr>
              <td align="left" valign="middle">Inativos &#8211; Inativos</td>
              <td align="center" valign="middle">1,00</td>
              <td align="center" valign="middle">1,00</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle">Pouco Ativos &#8211; Pouco ativos</td>
              <td align="center" valign="middle">1,03 (0,76-1,40)</td>
              <td align="center" valign="middle">0,99 (0,71-1,39)</td>
            </tr>
            <tr>
              <td align="left" valign="middle">Ativos &#8211; Ativos</td>
              <td align="center" valign="middle">0,83 (0,64-1.07)</td>
              <td align="center" valign="middle">0,77 (0,58-1,03)</td>
            </tr>
            <tr style="background-color:#C7DFEC">
              <td align="left" valign="middle">Muito Ativos &#8211; Muito ativos</td>
              <td align="center" valign="middle">0,65 (0,50-0,86)</td>
              <td align="center" valign="middle">0,34 (0,20-0,58)</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="TFN3">
            <p>An&#225;lise ajustada por idade. RR: risco relativo; AFTL: atividade f&#237;sica no tempo livre.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
    </sec>
    <sec sec-type="discussion">
      <title>Discuss&#227;o</title>
      <p>Este estudo analisou associa&#231;&#245;es entre mudan&#231;as da AFTL durante o per&#237;odo de acompanhamento e incid&#234;ncia de HA. A AFTL, particularmente no grupo muito ativo fisicamente, esteve associada a um menor risco de desenvolver HA ao longo do tempo.</p>
      <p>Ap&#243;s an&#225;lise estat&#237;stica, considerando os participantes classificados em duas categorias, os primeiros resultados n&#227;o revelaram associa&#231;&#245;es estat&#237;sticas significantes entre AFTL e HA. Por outro lado, entre os participantes classificados em quatro categorias, aqueles considerados como "muito ativos" fisicamente, tanto homens quanto mulheres que mantiveram altos n&#237;veis de AFTL ao longo do estudo apresentaram um risco significativamente menor de desenvolver HA. Al&#233;m disso, as mulheres tiveram uma redu&#231;&#227;o ainda mais acentuada no risco em compara&#231;&#227;o aos homens.</p>
      <p>O risco significativamente menor de desenvolver a HA em indiv&#237;duos muito ativos pode ser explicada por v&#225;rios fatores. Primeiramente, a intensidade e a regularidade da AF desempenham um papel crucial na redu&#231;&#227;o da PA.<sup><xref ref-type="bibr" rid="B11">11</xref></sup> Pessoas muito ativas geralmente se envolvem em AF mais intensas e frequentes, o que contribui para melhorar a sa&#250;de cardiovascular e a capacidade do corpo de regular a PA de forma mais eficaz.<sup><xref ref-type="bibr" rid="B11">11</xref>,<xref ref-type="bibr" rid="B12">12</xref></sup></p>
      <p>Al&#233;m disso, a AF intensa pode levar a modifica&#231;&#245;es ben&#233;ficas em outros fatores de risco associados &#224; hipertens&#227;o, como o controle do peso, a sensibilidade &#224; insulina e a fun&#231;&#227;o vascular. Pessoas muito ativas gastam mais energia mantendo-se com menor percentual de gordura corporal, o que pode estar ligado a uma menor incid&#234;ncia de HA.<sup><xref ref-type="bibr" rid="B2">2</xref>,<xref ref-type="bibr" rid="B3">3</xref>,<xref ref-type="bibr" rid="B11">11</xref></sup></p>
      <p>Tamb&#233;m &#233; importante considerar que a AF intensa geralmente est&#225; associada a estilos de vida mais saud&#225;veis em termos de dieta e h&#225;bitos comportamentais. Indiv&#237;duos muito ativos muitas vezes s&#227;o mais conscientes de sua sa&#250;de, o que pode levar a escolhas alimentares melhores e redu&#231;&#227;o de fatores de risco, como o consumo de sal.<sup><xref ref-type="bibr" rid="B3">3</xref>,<xref ref-type="bibr" rid="B11">11</xref>,<xref ref-type="bibr" rid="B12">12</xref></sup></p>
      <p>No entanto, isso n&#227;o significa que a AF moderada seja ineficaz na preven&#231;&#227;o da HA, conforme sugeriu estudo,<sup><xref ref-type="bibr" rid="B13">13</xref></sup> que para preven&#231;&#227;o de condi&#231;&#245;es como hipertens&#227;o, eventos cardiovasculares e at&#233; diabetes, a realiza&#231;&#227;o de AFTL com intensidade moderada a vigorosa j&#225; se mostrou eficiente.</p>
      <p>Nessa perspectiva, um estudo transversal pr&#233;vio com dados da linha de base do ELSA-Brasil, mostrou associa&#231;&#227;o inversa entre AFTL e HA nos indiv&#237;duos que praticavam AFTL com intensidade moderada.<sup><xref ref-type="bibr" rid="B5">5</xref></sup> Na mesma linha, outro estudo apontou que a AF no dom&#237;nio dom&#233;stico, de baixa e moderada intensidade foi associada com um menor risco para HA.<sup><xref ref-type="bibr" rid="B14">14</xref></sup></p>
      <p>Por outro lado, um estudo tamb&#233;m com dados do ELSA-Brasil, verificou a associa&#231;&#227;o entre AFTL e AF no deslocamento com escores de risco cardiovascular, mostrando que apenas a AFTL com dura&#231;&#227;o e intensidade mais elevados esteve inversamente associada com HA e eventos cardiovasculares.<sup><xref ref-type="bibr" rid="B6">6</xref></sup></p>
      <p>Nossos resultados corroboram outros estudos longitudinais, metan&#225;lises e at&#233; ensaios cl&#237;nicos,<sup><xref ref-type="bibr" rid="B11">11</xref>,<xref ref-type="bibr" rid="B15">15</xref>,<xref ref-type="bibr" rid="B16">16</xref></sup> os quais demonstram que a redu&#231;&#227;o no risco para HA se atrela de forma progressiva ao volume e a intensidade da AF praticada, e que quanto maior o volume e/ou intensidade da AF, menor ser&#225; o risco para o desenvolvimento de HA.</p>
      <p>&#201; fundamental enfatizar que a nossa pesquisa tem algumas caracter&#237;sticas not&#225;veis, apesar da popula&#231;&#227;o estudada consistir em uma coorte de servidores p&#250;blicos volunt&#225;rios. Primeiramente, a coorte &#233; composta por um n&#250;mero substancial de participantes de seis capitais brasileiras. Essa diversidade regional &#233; um aspecto positivo do estudo, pois pode proporcionar percep&#231;&#245;es sobre a HA em diferentes contextos geogr&#225;ficos e culturais do Brasil. Isso, por sua vez, contribui para a generaliza&#231;&#227;o dos resultados e a compreens&#227;o mais abrangente dos fatores que afetam a hipertens&#227;o na popula&#231;&#227;o brasileira.</p>
      <p>Al&#233;m disso, a escolha de servidores p&#250;blicos volunt&#225;rios como grupo de estudo pode apresentar vantagens, uma vez que esse grupo pode ter um melhor acesso a cuidados de sa&#250;de, informa&#231;&#245;es sobre sa&#250;de e consci&#234;ncia sobre a import&#226;ncia de monitorar e controlar a PA. Portanto, a pesquisa pode fornecer informa&#231;&#245;es valiosas sobre estrat&#233;gias de preven&#231;&#227;o e conscientiza&#231;&#227;o que podem ser aplicadas em um contexto mais amplo.</p>
      <p>Embora a popula&#231;&#227;o do estudo possa n&#227;o ser totalmente representativa da popula&#231;&#227;o em geral, suas caracter&#237;sticas &#250;nicas podem fornecer compreens&#245;es valiosas sobre a HA e servir como base para futuras pesquisas e interven&#231;&#245;es direcionadas &#224; sa&#250;de cardiovascular no Brasil.</p>
      <p>Um aspecto desfavor&#225;vel foi o uso de question&#225;rios, j&#225; que as respostas podem ser imprecisas devido &#224; depend&#234;ncia da mem&#243;ria. Sugerimos adotar o aceler&#244;metro para medi&#231;&#245;es mais objetivas da AF em futuros estudos, como j&#225; est&#225; sendo feito no ELSA-Brasil.</p>
    </sec>
    <sec sec-type="conclusions">
      <title>Conclus&#227;o</title>
      <p>De acordo com os resultados deste estudo, a AFTL se associou &#224; redu&#231;&#227;o do risco de HA em participantes que mantiveram n&#237;veis mais altos de AFTL em ambos os momentos analisados. Quanto mais ativos fisicamente, menor o risco de desenvolver HA, independentemente do sexo. Isso destaca o papel crucial da AF na redu&#231;&#227;o do risco de hipertens&#227;o, especialmente quando praticada de forma consistente. Estes achados sublinham a import&#226;ncia de promover um estilo de vida ativo como medida preventiva contra a HA.</p>
      <p>Futuras pesquisas devem continuar a explorar a associa&#231;&#227;o entre AFTL mais vigorosa e HA, incluindo o uso de acelerometria, para fornecer diretrizes mais s&#243;lidas para pol&#237;ticas p&#250;blicas de promo&#231;&#227;o da AF e sa&#250;de.</p>
    </sec>
  </body>
  <back>
    <fn-group>
      <fn fn-type="financial-disclosure" id="fn1">
        <p>
          <bold>Fontes de financiamento</bold>
        </p>
        <p>O presente estudo foi financiado pelo Minist&#233;rio da Sa&#250;de do Brasil (Departamento de Ci&#234;ncia e Tecnologia) e o Minist&#233;rio de Ci&#234;ncia e Tecnologia da Brasil (Financiadora de Estudos e Projetos e CNPq &#8211; Conselho Nacional de Pesquisa), processos n&#186; 01 060010.00RS, 01 06 0212.00BA, 01 06 0300.00ES, 01 06 0278.00MG, 01 06 0115.00SP, 01 06 0071.00RJ.</p>
      </fn>
      <fn fn-type="other" id="fn2">
        <p>
          <bold>Vincula&#231;&#227;o acad&#234;mica</bold>
        </p>
        <p>Este artigo &#233; parte da disserta&#231;&#227;o de mestrado de Tarc&#237;sio Chagas Souza, pelo Programa de P&#243;s-Gradua&#231;&#227;o em Educa&#231;&#227;o F&#237;sica (PPGEF) da Universidade Estadual do Sudoeste da Bahia (UESB).</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 Instituto de Sa&#250;de Coletiva - Universidade Federal da Bahia sob o n&#250;mero de protocolo 027-06/CEP-ISC. 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>
    <ack>
      <title>Agradecimentos</title>
      <p>Os autores agradecem aos participantes do ELSA-Brasil que concordaram em participar deste estudo.</p>
    </ack>
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  <sub-article article-type="translation" id="S01" xml:lang="en">
    <front-stub>
      <article-id pub-id-type="doi">10.36660/abc.20230734i</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Original Article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Leisure Time Physical Activity and Incidence of Arterial Hypertension in ELSA-Brasil Participants</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0001-7604-2838</contrib-id>
          <name>
            <surname>Souza</surname>
            <given-names>Tarc&#237;sio C.</given-names>
          </name>
          <role>Conception and design of the research</role>
          <role>Analysis and interpretation of the data and Statistical analysis</role>
          <role>Acquisition of data</role>
          <role>Writing of the manuscript</role>
          <role>Critical revision of the manuscript for content</role>
          <xref ref-type="aff" rid="aff9">
            <sup>1</sup>
          </xref>
          <xref ref-type="corresp" rid="c2"/>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0003-2080-9213</contrib-id>
          <name>
            <surname>Matos</surname>
            <given-names>Sheila M. A.</given-names>
          </name>
          <role>Acquisition of data</role>
          <role>Obtaining financing</role>
          <role>Critical revision of the manuscript for content</role>
          <xref ref-type="aff" rid="aff10">
            <sup>2</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-4760-4157</contrib-id>
          <name>
            <surname>Almeida</surname>
            <given-names>Maria da C. C. de</given-names>
          </name>
          <role>Acquisition of data</role>
          <role>Obtaining financing</role>
          <role>Critical revision of the manuscript for content</role>
          <xref ref-type="aff" rid="aff11">
            <sup>3</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-5319-5513</contrib-id>
          <name>
            <surname>Fonseca</surname>
            <given-names>Maria J. M.</given-names>
          </name>
          <role>Writing of the manuscript</role>
          <role>Critical revision of the manuscript for content</role>
          <xref ref-type="aff" rid="aff12">
            <sup>4</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-8614-988X</contrib-id>
          <name>
            <surname>Molina</surname>
            <given-names>Maria del Carmen B.</given-names>
          </name>
          <role>Writing of the manuscript</role>
          <role>Critical revision of the manuscript for content</role>
          <xref ref-type="aff" rid="aff13">
            <sup>5</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-6250-2036</contrib-id>
          <name>
            <surname>Griep</surname>
            <given-names>Rosane H.</given-names>
          </name>
          <role>Writing of the manuscript</role>
          <role>Critical revision of the manuscript for content</role>
          <xref ref-type="aff" rid="aff14">
            <sup>6</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0001-8276-3738</contrib-id>
          <name>
            <surname>Pitanga</surname>
            <given-names>Cristiano P. S.</given-names>
          </name>
          <role>Critical revision of the manuscript for content</role>
          <xref ref-type="aff" rid="aff15">
            <sup>7</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-1033-8684</contrib-id>
          <name>
            <surname>Pitanga</surname>
            <given-names>Francisco J. G.</given-names>
          </name>
          <role>Conception and design of the research</role>
          <role>Analysis and interpretation of the data and Statistical analysis</role>
          <role>Acquisition of data</role>
          <role>Critical revision of the manuscript for content</role>
          <xref ref-type="aff" rid="aff16">
            <sup>8</sup>
          </xref>
        </contrib>
        <aff id="aff9">
          <label>1</label>
          <addr-line>
            <named-content content-type="city">Jequi&#233;</named-content>
            <named-content content-type="state">BA</named-content>
          </addr-line>
          <country country="BR">Brazil</country>
          <institution content-type="original">Programa de P&#243;s-Gradua&#231;&#227;o em Educa&#231;&#227;o F&#237;sica (PPGEF) &#8211; Universidade Estadual do Sudoeste da Bahia (UESB), Jequi&#233;, BA &#8211; Brazil</institution>
        </aff>
        <aff id="aff10">
          <label>2</label>
          <addr-line>
            <named-content content-type="city">Salvador</named-content>
            <named-content content-type="state">BA</named-content>
          </addr-line>
          <country country="BR">Brazil</country>
          <institution content-type="original">Instituto de Sa&#250;de Coletiva (ISC) &#8211; Universidade Federal da Bahia (UFBA), Salvador, BA &#8211; Brazil</institution>
        </aff>
        <aff id="aff11">
          <label>3</label>
          <addr-line>
            <named-content content-type="city">Salvador</named-content>
            <named-content content-type="state">BA</named-content>
          </addr-line>
          <country country="BR">Brazil</country>
          <institution content-type="original">Instituto Gon&#231;alo Moniz (IGM) &#8211; Funda&#231;&#227;o Oswaldo Cruz (FIOCRUZ), Salvador, BA &#8211; Brazil</institution>
        </aff>
        <aff id="aff12">
          <label>4</label>
          <addr-line>
            <named-content content-type="city">Rio de Janeiro</named-content>
            <named-content content-type="state">RJ</named-content>
          </addr-line>
          <country country="BR">Brazil</country>
          <institution content-type="original">Escola de Sa&#250;de P&#250;blica &#8211; Funda&#231;&#227;o Oswaldo Cruz (FIOCRUZ), Rio de Janeiro, RJ &#8211; Brazil</institution>
        </aff>
        <aff id="aff13">
          <label>5</label>
          <addr-line>
            <named-content content-type="city">Vit&#243;ria</named-content>
            <named-content content-type="state">ES</named-content>
          </addr-line>
          <country country="BR">Brazil</country>
          <institution content-type="original">Programa de P&#243;s-gradua&#231;&#227;o em Sa&#250;de Coletiva (PPGSC) &#8211; Universidade Federal do Espirito Santo (UFES), Vit&#243;ria, ES &#8211; Brazil</institution>
        </aff>
        <aff id="aff14">
          <label>6</label>
          <addr-line>
            <named-content content-type="city">Rio de Janeiro</named-content>
            <named-content content-type="state">RJ</named-content>
          </addr-line>
          <country country="BR">Brazil</country>
          <institution content-type="original">Laborat&#243;rio de Educa&#231;&#227;o em Ambiente e Sa&#250;de &#8211; Funda&#231;&#227;o Oswaldo Cruz (FIOCRUZ), Rio de Janeiro, RJ &#8211; Brazil</institution>
        </aff>
        <aff id="aff15">
          <label>7</label>
          <addr-line>
            <named-content content-type="city">Salvador</named-content>
            <named-content content-type="state">BA</named-content>
          </addr-line>
          <country country="BR">Brazil</country>
          <institution content-type="original">Universidade Cat&#243;lica do Salvador (UCSAL), Salvador, BA &#8211; Brazil</institution>
        </aff>
        <aff id="aff16">
          <label>8</label>
          <addr-line>
            <named-content content-type="city">Salvador</named-content>
            <named-content content-type="state">BA</named-content>
          </addr-line>
          <country country="BR">Brazil</country>
          <institution content-type="original">Programa de P&#243;s-gradua&#231;&#227;o em Ci&#234;ncias da Reabilita&#231;&#227;o (PPG-REAB) - Universidade Federal da Bahia (UFBA), Salvador, BA &#8211; Brazil</institution>
        </aff>
      </contrib-group>
      <author-notes>
        <corresp id="c2"><bold>Mailing Address: Tarc&#237;sio C. Souza</bold> &#8226; Universidade Estadual do Sudoeste da Bahia (UESB) &#8211; Av. Jos&#233; Moreira Sobrinho, s/n - Jequiezinho. Posta Code <postal-code>45205-490</postal-code>, Jequi&#233; BA &#8211; Brazil</corresp>
        <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>
        <fn fn-type="edited-by">
          <p>Editor responsible for the review: Ricardo Stein</p>
        </fn>
      </author-notes>
      <abstract abstract-type="graphical">
        <p>
          <fig id="f2">
            <graphic xlink:href="1678-4170-abc-121-06-e20230734-30734-gf01-en.tif"/></fig>
        </p>
      </abstract>
      <abstract>
        <title>Abstract</title>
        <sec>
          <title>Background:</title>
          <p>Evidence indicates that physical activity (PA) has a protective effect against chronic diseases, including high arterial hypertension (AH).</p>
        </sec>
        <sec>
          <title>Objective:</title>
          <p>This study investigated, longitudinally, the association between changes in leisure time physical activity (LTPA) and the incidence of hypertension in ELSA-Brasil participants.</p>
        </sec>
        <sec>
          <title>Methods:</title>
          <p>Data from 8,968 participants were analyzed at two different times (2008-2010 and 2012-2014). The International Physical Activity Questionnaire (IPAQ), long version, was used to assess LTPA. The association between LTPA and AH was tested using Poisson regression with relative risk (RR) estimation, with a significance level of 5% and a 95% confidence interval.</p>
        </sec>
        <sec>
          <title>Results:</title>
          <p>When the LTPA level variable was categorized as sufficient and insufficient, no statistically significant associations were found between LTPA and AH incidence as a function of changes in PA during follow-up. However, when the LTPA variable was categorized as inactive, little active, active, and very active, a statistically significant association was observed between LTPA and AH in participants classified as very physically active. The risk of AH was reduced by 35% among men RR 0.65 (95% CI 0.50-0.86) and by 66% among women RR 0.34 (95% CI 0.20-0.58) who maintained high levels of LTPA at both moments of follow-up.</p>
        </sec>
        <sec>
          <title>Conclusion:</title>
          <p>These results suggest that maintaining high levels of PA over time is associated with a lower risk of developing AH, highlighting the importance of PA in preventing this condition, for both men and women.</p>
        </sec>
      </abstract>
      <kwd-group xml:lang="en">
        <title>Keywords:</title>
        <kwd>Cardiovascular Diseases</kwd>
        <kwd>Epidemiology</kwd>
        <kwd>Longitudinal Studies</kwd>
        <kwd>Public Health</kwd>
      </kwd-group>
      <funding-group>
        <award-group>
          <funding-source>Financiadora de Estudos e Projetos e CNPq &#8211; Conselho Nacional de Pesquisa</funding-source>
          <award-id>01 060010.00RS</award-id>
          <award-id>01 06 0212.00BA</award-id>
          <award-id>01 06 0300.00ES</award-id>
          <award-id>01 06 0278.00MG</award-id>
          <award-id>01 06 0115.00SP</award-id>
          <award-id>01 06 0071.00RJ</award-id>
        </award-group>
      </funding-group>
    </front-stub>
    <body>
      <sec sec-type="intro">
        <title>Introduction</title>
        <p>Cardiovascular diseases stand out as the main cause of death<sup><xref ref-type="bibr" rid="B1">1</xref>-<xref ref-type="bibr" rid="B3">3</xref></sup> in the world. Latin American countries have high mortality rates from<sup><xref ref-type="bibr" rid="B2">2</xref></sup> cardiovascular diseases, with Brazil being the country with the highest rates. Arterial hypertension (AH), in turn, is the most common among cardiovascular diseases, and the main risk factor for cerebrovascular diseases.<sup><xref ref-type="bibr" rid="B3">3</xref>,<xref ref-type="bibr" rid="B4">4</xref></sup></p>
        <p>AH often develops due to a complex interaction of risk factors associated with lifestyle, genetic predisposition, and aging. This condition affects all socioeconomic groups of both sexes, but has the highest rates among men, especially in low- and middle-income nations.<sup><xref ref-type="bibr" rid="B4">4</xref></sup></p>
        <p>The <italic>Sociedade Brasileira de Cardiologia</italic> points out in its latest AH guideline that consistent physical activity (PA) plays a crucial role in preventing AH, in addition to contributing to reducing blood pressure (BP) in people who already have this condition. This beneficial effect can be attributed to direct changes in hemodynamic aspects and indirect modifications that occur through nutritional, metabolic, and behavioral adaptations.<sup><xref ref-type="bibr" rid="B1">1</xref>,<xref ref-type="bibr" rid="B2">2</xref>,<xref ref-type="bibr" rid="B4">4</xref></sup></p>
        <p>Studies developed with data from ELSA-Brasil<sup><xref ref-type="bibr" rid="B5">5</xref>,<xref ref-type="bibr" rid="B6">6</xref></sup> indicate an inverse association between leisure time physical activity (LTPA) and AH, as well as cardiovascular events, but were carried out cross-sectionally.</p>
        <p>From this scenario, the present study can add knowledge to the topic, mainly from the perspective of a better understanding of possible changes in LTPA patterns during monitoring of the studied population and the incidence of AH. Furthermore, it will be able to foment the formulation of public policies that promote and encourage the practice of LTPA by an increasingly larger number of people.</p>
        <p>Therefore, this study aims to investigate, longitudinally, the association between LTPA and the incidence of hypertension in ELSA-Brasil participants.</p>
      </sec>
      <sec sec-type="methods">
        <title>Methods</title>
        <sec>
          <title>Population and sample</title>
          <p>ELSA-Brasil is a cohort study with 15,105 active and retired public servants, aged 35 to 74, from six higher education institutions. The main objective is to investigate the incidence and progression of diabetes and cardiovascular diseases, including AH, and their associated factors, the methodological details of which have been previously described.<sup><xref ref-type="bibr" rid="B7">7</xref>,<xref ref-type="bibr" rid="B8">8</xref></sup> For the present study, participants from the baseline (2008-2010) were selected, followed by the 1<sup>st</sup> segment (2012-2014).</p>
          <p>To compose the sample for this study, exclusively individuals with normal BP (normotensives) were selected, excluding anyone with a previous diagnosis of hypertension (hypertensives) or who was using medication to treat AH. All participants answered the questionnaires about PA and provided complete data regarding the variables involved in the analysis, totaling 8968 participants, 4,916 women and 4,052 men.</p>
          <p>ELSA-Brasil was approved by the National Research Ethics Commission (NREC) and by all Research Ethics Committees of the six research centers involved. All participants signed the free and informed consent form (FICF), ensuring confidentiality and data confidentiality.</p>
        </sec>
        <sec>
          <title>Data production</title>
          <p>The data were collected by a team of interviewers and assessors trained and certified by a quality control committee,<sup><xref ref-type="bibr" rid="B7">7</xref></sup> qualified to execute the study protocol in any ELSA-Brasil Research Center. Face-to-face interviews were carried out when applying blocks of questionnaires to obtain information on age, race/color, education, family income, smoking, and salt consumption. In addition, information was collected on anthropometric measurements of weight, height, and waist circumference. Body weight was obtained in the morning, after 8 to 12 hours of fasting, and with the participant without shoes and wearing light clothing. A Toledo<sup>&#174;</sup> electronic scale was used, with a capacity of up to 200kg. To measure height, a SECA<sup>&#174;</sup> stadiometer was used, with the participant positioned standing up and strictly following the Frankfurt plane. Obesity was identified using the body mass index (BMI), applying the equation BMI = weight (kg)/height (m)<sup>2</sup>.</p>
        </sec>
        <sec>
          <title>Physical activity assessment</title>
          <p>To identify and quantify PA, the LTPA module of the International Physical Activity Questionnaire (IPAQ), long version, was used, which consists of questions relating to the frequency and duration of physical activities (walking, moderate PA, and vigorous PA) developed in the work, displacement, domestic activities and leisure time.<sup><xref ref-type="bibr" rid="B9">9</xref></sup> PA was measured in minutes/week by multiplying the weekly frequency by the duration of each of the activities performed. For this study, the LTPA was used, with the following categorization: 0 = physically inactive (less than 10 minutes of any PA per week); 1 = little active (between 10 minutes and less than 150 minutes of moderate/walking per week, or between 10 minutes and less than 60 minutes of vigorous activity per week, or between 10 minutes and less than 150 minutes per week of any combination of moderate and vigorous walking); 2 = physically active (at least 150 minutes of walking/moderate activity per week, or at least 60 minutes of vigorous activity per week, or at least 150 minutes per week of any combination of moderate and vigorous PA); 3 = very active (at least 150 minutes of vigorous activity per week, or at least 60 minutes of vigorous activity per week plus 150 minutes per week of any combination of moderate and vigorous PA).</p>
          <p>Analyses with LTPA were categorized into two groups, those classified as little active were considered as insufficiently active, and those classified as active as sufficiently active. For LTPA analyses, four categories were considered: inactive, slightly active, active, and very active.</p>
        </sec>
        <sec>
          <title>Assessment of arterial hypertension</title>
          <p>AH was defined as SBP &#8805; 140 mm/Hg and DBP &#8805; 90 mm/Hg.BP was measured with a digital sphygmomanometer (Omron HEM-705CP). BP measurements were taken after five minutes of rest, with the participant with an empty bladder, sitting upright, with their back relaxed and supported on the backrest, feet supported, legs uncrossed, and left arm resting at heart level. Three measurements were taken at one-minute intervals. The BP used in the present study was established by the arithmetic mean of the second and third measurements.</p>
        </sec>
        <sec>
          <title>Covariates</title>
          <p>For the covariates, the following categorization was adopted: Sex: man and woman; For race/color: black, brown, white, Asian, indigenous; For age: between 34 and 50 years, between 51 and 60 years and &gt;60 years; for education, four categories were established: incomplete elementary school, completed elementary school, completed high school and completed higher education/postgraduate studies. Family income was categorized as up to 2 minimum wages, from 2 to 8 minimum wages, from 8 to 18 minimum wages, and above 18 minimum wages. Current smoking was categorized as no and yes; For BMI: &lt; 30 kg/m&#178;, = &#8805; 30 kg/m&#178;; for salt consumption/day: &lt; 5g and = &#8805; 5g.</p>
        </sec>
        <sec>
          <title>Data analysis</title>
          <p>Descriptive measures (proportions) were calculated for all categorized variables. Analyses were stratified by sex a priori and compared using the Chi-square test. The associations were analyzed using Poisson regression, estimating the Relative Risk (RR) with a 95% confidence interval. The following variables were considered as potential confounders or effect modifiers: age, BMI, smoking, family income, salt consumption, race/color, and education.</p>
          <p>Verification of effect modification was carried out through stratification with the observation of strato-specific punctual measurements and their intervals and confidence. When the point measurement of a factor, in a specific stratum, was not contained in the confidence interval of the other factor in the same stratum, this indicated effect modification. The analysis of possible confounding variables was carried out using the backward procedure, using Poisson regression. The analysis starts with the full model, followed by one-by-one removal of potential confounders. When a change equal to or greater than 10% is observed in the specific association between LTPA and AH, the variable is considered confounding.<sup><xref ref-type="bibr" rid="B10">10</xref></sup> Although no effect-modifying and/or confounding variables were identified in the modeling process, adjustment by age was chosen, since, theoretically, both LTPA and AH are related to age.</p>
          <p>Longitudinal analyses were carried out, calculating the RR between LTPA and AH using the insufficiently active category as a reference for the analysis with two categories, and the inactive group as a reference for the analysis with four categories.</p>
          <p>The Mantel-Haenszel test was used to test the homogeneity of RR values between the strata of each variable. The level of significance adopted in the statistical analysis was 5%. The confidence interval was set at 95%. The statistical program STATA&#174; version 17.0 was used.</p>
        </sec>
      </sec>
      <sec sec-type="results">
        <title>Results</title>
        <p>A total of 4,052 men and 4,916 women were included in the analysis. The characteristics of the sample are presented in <xref ref-type="table" rid="t4">Table 1</xref>. The incidence of AH in the first segment was 16.9%, 12.8% among women, and 21.9% among men, however, the majority of participants were female (55%), among them 37.8% were aged between 34-50 years. It is also observed that women have a higher family income and are more active in their leisure time, while men are more smokers, more hypertensive, and have a higher proportion of very active participants in their leisure time. It is also observed that there are no statistically significant differences between men and women concerning age. About 16% of both sexes were sufficiently active at baseline and became insufficiently active, and approximately 13% of the insufficiently active became sufficiently active. Around 8% remained very physically active at both follow-up times.</p>
        <table-wrap id="t4">
          <label>Table 1</label>
          <caption>
            <title>Distribution of participants according to selected characteristics and gender. ELSA-Brasil 2008-2014</title>
          </caption>
          <table frame="hsides" rules="groups">
            <colgroup width="24%">
              <col width="1%"/>
              <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="center" colspan="2" valign="middle"/>
                <th align="center" valign="middle">Men</th>
                <th align="center" valign="middle">Women</th>
                <th align="center" valign="middle">p-value</th>
              </tr>
            </thead>
            <tbody style="border-bottom: thin solid; border-color: #000000">
              <tr>
                <td align="left" colspan="2" valign="middle">Age (years) - n (%)</td>
                <td align="center" valign="middle">(4.052)</td>
                <td align="center" valign="middle">(4.916)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">34-50</td>
                <td align="center" valign="middle">1642 (46.71)</td>
                <td align="center" valign="middle">1859 (53.10)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">51-60</td>
                <td align="center" valign="middle">1427 (44.32)</td>
                <td align="center" valign="middle">1793 (55.68)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">&gt; 60</td>
                <td align="center" valign="middle">983 (43.75)</td>
                <td align="center" valign="middle">1264 (56.38)</td>
                <td align="center" valign="middle">0.030</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" colspan="5" valign="middle">Race/self-referred color - n (%)</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Black</td>
                <td align="center" valign="middle">479 (41.73)</td>
                <td align="center" valign="middle">680 (58.67)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Brown</td>
                <td align="center" valign="middle">1229 (49.62)</td>
                <td align="center" valign="middle">1248 (50.38)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">White</td>
                <td align="center" valign="middle">2171 (44.05)</td>
                <td align="center" valign="middle">2758 (55.95)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Asian</td>
                <td align="center" valign="middle">68 (30.49)</td>
                <td align="center" valign="middle">155 (69.51)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Indigenous</td>
                <td align="center" valign="middle">50 (60.24)</td>
                <td align="center" valign="middle">33 (39.76)</td>
                <td align="center" valign="middle">0.00</td>
              </tr>
              <tr>
                <td align="left" colspan="5" valign="middle">Family income (minimum wage) - n (%)</td>
              </tr>
              <tr>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Until 2</td>
                <td align="center" valign="middle">40 (42.55)</td>
                <td align="center" valign="middle">54 (57.45)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">From 2 to 8</td>
                <td align="center" valign="middle">1559 (47.48)</td>
                <td align="center" valign="middle">1715 (52.22)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">From 2 to 18</td>
                <td align="center" valign="middle">1385 (40.82)</td>
                <td align="center" valign="middle">2008 (59.18)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Above 18</td>
                <td align="center" valign="middle">1041 (48.13)</td>
                <td align="center" valign="middle">1922 (51.87)</td>
                <td align="center" valign="middle">0.00</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" colspan="5" valign="middle">Education - n (%)</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Incomplete elementary school</td>
                <td align="center" valign="middle">253 (71.67)</td>
                <td align="center" valign="middle">100 (28.33)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Complete elementary school</td>
                <td align="center" valign="middle">303 (60.84)</td>
                <td align="center" valign="middle">195 (39.16)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Complete high school</td>
                <td align="center" valign="middle">1323 (45.06)</td>
                <td align="center" valign="middle">1613 (54.94)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Complete higher education/Postgraduate</td>
                <td align="center" valign="middle">2173 (41.94)</td>
                <td align="center" valign="middle">1756 (49.84)</td>
                <td align="center" valign="middle">0.00</td>
              </tr>
              <tr>
                <td align="left" colspan="5" valign="middle">Current smoking - n (%)</td>
              </tr>
              <tr>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">No</td>
                <td align="center" valign="middle">2276 (41.90)</td>
                <td align="center" valign="middle">3156 (58.10)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Yes</td>
                <td align="center" valign="middle">1767 (50.71)</td>
                <td align="center" valign="middle">1756 (49.84)</td>
                <td align="center" valign="middle">0.00</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" colspan="5" valign="middle">BMI - n (%)</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">&lt; 30 kg/m&#178;</td>
                <td align="center" valign="middle">3354 (46.81)</td>
                <td align="center" valign="middle">3811 (53.19)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">&#8805; 30 kg/m&#178;</td>
                <td align="center" valign="middle">698 (38.71)</td>
                <td align="center" valign="middle">1015 (61.19)</td>
                <td align="center" valign="middle">0.00</td>
              </tr>
              <tr>
                <td align="left" colspan="5" valign="middle">Salt consumption - n (%)</td>
              </tr>
              <tr>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">&lt; 5g</td>
                <td align="center" valign="middle">203 (22.61)</td>
                <td align="center" valign="middle">695 (77.39)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">&#8805; 5g</td>
                <td align="center" valign="middle">3849 (47.70)</td>
                <td align="center" valign="middle">4121 (52.30)</td>
                <td align="center" valign="middle">0.00</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" colspan="5" valign="middle">Changes in LTPA (between study stages - n (%)</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Insufficient LTPA &#8211; Insufficient LPTA</td>
                <td align="center" valign="middle">1296 (39.12)</td>
                <td align="center" valign="middle">2017 (60.88)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Enough LTPA &#8211; Enough LPTA</td>
                <td align="center" valign="middle">217 (45.30)</td>
                <td align="center" valign="middle">262 (54.70)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Enough LTPA &#8211; Insufficient LPTA</td>
                <td align="center" valign="middle">637 (44.73)</td>
                <td align="center" valign="middle">787 (55.27)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Insufficient LTPA &#8211; Sufficient LPTA</td>
                <td align="center" valign="middle">514 (45.65)</td>
                <td align="center" valign="middle">612 (54.35)</td>
                <td align="center" valign="middle">0.00</td>
              </tr>
              <tr>
                <td align="left" colspan="5" valign="middle">LPTA Levels - n (%)</td>
              </tr>
              <tr>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Inactive</td>
                <td align="center" valign="middle">888 (38.81)</td>
                <td align="center" valign="middle">1400 (61.19)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Less active</td>
                <td align="center" valign="middle">217 (45.30)</td>
                <td align="center" valign="middle">262 (54.70)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Active</td>
                <td align="center" valign="middle">411 (46.97)</td>
                <td align="center" valign="middle">464 (53.03)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr>
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Very active</td>
                <td align="center" valign="middle">461 (63.24)</td>
                <td align="center" valign="middle">268 (36.24)</td>
                <td align="center" valign="middle">0.00</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" colspan="5" valign="middle">Arterial hypertension - n (%)</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">No</td>
                <td align="center" valign="middle">3148 (42.45)</td>
                <td align="center" valign="middle">4267 (57.55)</td>
                <td align="center" valign="middle"/>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle"/>
                <td align="left" valign="middle">Yes</td>
                <td align="center" valign="middle">887 (58.43)</td>
                <td align="center" valign="middle">631 (41.57)</td>
                <td align="center" valign="middle">0.00</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="TFN4">
              <label>*</label>
              <p>Values for men and women were obtained using the chi-square test. The sums of the strata will not always be equal, due to the loss of information on some variables. BMI: body mass index; LTPA: leisure time physical activity.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
        <p>As seen in <xref ref-type="table" rid="t5">Table 2</xref>, there were no significant statistical associations between changes in LTPA and AH among participants when using the two-category classification.</p>
        <table-wrap id="t5">
          <label>Table 2</label>
          <caption>
            <title>Association between changes in LPTA between two segments and incidence of AH in ELSA-Brasil participants (male and female)</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">Changes in LTPA</th>
                <th align="center" valign="middle">MenRR (CI 95%)</th>
                <th align="center" valign="middle">WomenRR (CI 95%)</th>
              </tr>
            </thead>
            <tbody style="border-bottom: thin solid; border-color: #000000">
              <tr>
                <td align="left" valign="middle">Insufficient LTPA &#8211; Insufficient LTPA</td>
                <td align="center" valign="middle">1.00</td>
                <td align="center" valign="middle">1.00</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Sufficient LTPA &#8211; Sufficient LTPA</td>
                <td align="center" valign="middle">1.00 (0.75-1.35)</td>
                <td align="center" valign="middle">1.06 (0.76-1.48)</td>
              </tr>
              <tr>
                <td align="left" valign="middle">Insufficient LTPA &#8211; Sufficient LTPA</td>
                <td align="center" valign="middle">0.95 (0.78-1.16)</td>
                <td align="center" valign="middle">0.87 (0.69-1.10)</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Sufficient LTPA &#8211; insufficient LTPA</td>
                <td align="center" valign="middle">0.81 (0.64-1.02)</td>
                <td align="center" valign="middle">0.80 (0.62-1.04)</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="TFN5">
              <p>Adjusted by age. RR: relative risk; LTPA: leisure time physical activity.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
        <p><xref ref-type="table" rid="t6">Table 3</xref> presents the analysis using the level of LTPA in four categories, which indicated a statistical association between LTPA and AH in very active participants: risk of AH reduced by 35% among men RR = 0.65 (95% CI 0.50 &#8722;0.86) and risk of AH reduced by 66% among women RR = 0.34 (95% CI 0.20- 0.58). The Central Illustration summarizes the main information of the manuscript.</p>
        <table-wrap id="t6">
          <label>Table 3</label>
          <caption>
            <title>Association between LPTA levels and incidence of AH in ELSA-Brasil participants (male and female)</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">N&#237;veis de ATFL</th>
                <th align="center" valign="middle">Men RR (CI 95%)</th>
                <th align="center" valign="middle">Women RR (CI 95%)</th>
              </tr>
            </thead>
            <tbody style="border-bottom: thin solid; border-color: #000000">
              <tr>
                <td align="left" valign="middle">Inactive &#8211; Inactive</td>
                <td align="center" valign="middle">1.00</td>
                <td align="center" valign="middle">1.00</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Less Active &#8211; Less active</td>
                <td align="center" valign="middle">1.03 (0.76-1.40)</td>
                <td align="center" valign="middle">0.99 (0.71-1.39)</td>
              </tr>
              <tr>
                <td align="left" valign="middle">Active &#8211; Active</td>
                <td align="center" valign="middle">0.83 (0.64-1.07)</td>
                <td align="center" valign="middle">0.77 (0.58-1.03)</td>
              </tr>
              <tr style="background-color:#C7DFEC">
                <td align="left" valign="middle">Very Active &#8211; Very active</td>
                <td align="center" valign="middle">0.65 (0.50-0.86)</td>
                <td align="center" valign="middle">0.34 (0.20-0.58)</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="TFN6">
              <p>Adjusted by age. RR: relative risk; LTPA: leisure time physical activity.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
      <sec sec-type="discussion">
        <title>Discussion</title>
        <p>This study analyzed associations between changes in LTPA during the follow-up period and incidence of AH. LTPA, particularly in the very physically active group, was associated with a lower risk of developing hypertension over time.</p>
        <p>After statistical analysis, considering participants classified into two categories, the first results did not reveal significant statistical associations between LTPA and AH. On the other hand, among participants classified into four categories, those considered as "very active" physically, both men and women who maintained high levels of LTPA throughout the study had a significantly lower risk of developing AH. Furthermore, women had an even more pronounced reduction in risk compared to men.</p>
        <p>The significantly lower risk of developing AH in very active individuals can be explained by several factors. First, the intensity and regularity of PA play a crucial role in reducing BP.<sup><xref ref-type="bibr" rid="B11">11</xref></sup> Very active people generally engage in more intense and frequent PA, which contributes to improved cardiovascular health and the body's ability to regulate BP more effectively.<sup><xref ref-type="bibr" rid="B11">11</xref>,<xref ref-type="bibr" rid="B12">12</xref></sup></p>
        <p>Furthermore, intense PA may lead to beneficial changes in other risk factors associated with hypertension, such as weight control, insulin sensitivity, and vascular function. Very active people spend more energy while maintaining a lower percentage of body fat, which may be linked to a lower incidence of AH. <sup><xref ref-type="bibr" rid="B2">2</xref>,<xref ref-type="bibr" rid="B3">3</xref>,<xref ref-type="bibr" rid="B11">11</xref></sup></p>
        <p>It is also important to consider that intense PA is generally associated with healthier lifestyles in terms of diet and behavioral habits. Very active individuals are often more conscious of their health, which can lead to better food choices and reduced risk factors such as salt consumption.<sup><xref ref-type="bibr" rid="B3">3</xref>,<xref ref-type="bibr" rid="B11">11</xref>,<xref ref-type="bibr" rid="B12">12</xref></sup></p>
        <p>However, this does not mean that moderate PA is ineffective in preventing AH, as suggested by a study,<sup><xref ref-type="bibr" rid="B13">13</xref></sup> which for the prevention of conditions such as hypertension, cardiovascular events, and even diabetes, performing LTPA with moderate to vigorous intensity has already been shown to be efficient.</p>
        <p>From this perspective, a previous cross-sectional study with data from the ELSA-Brasil baseline showed an inverse association between LTPA and AH in individuals who practiced LTPA with moderate intensity.<sup><xref ref-type="bibr" rid="B5">5</xref></sup> Along the same lines, another study pointed out that PA in the domestic domain, of low and moderate intensity was associated with a lower risk for AH.<sup><xref ref-type="bibr" rid="B14">14</xref></sup></p>
        <p>On the other hand, a study also using data from ELSA-Brasil verified the association between LTPA and PA during commuting with cardiovascular risk scores, showing that only LTPA with higher duration and intensity was inversely associated with AH and cardiovascular events.<sup><xref ref-type="bibr" rid="B6">6</xref></sup></p>
        <p>Our results corroborate other longitudinal studies, meta-analyses, and even clinical trials,<sup><xref ref-type="bibr" rid="B11">11</xref>,<xref ref-type="bibr" rid="B15">15</xref>,<xref ref-type="bibr" rid="B16">16</xref></sup> which demonstrate that the reduction in risk for AH is progressively linked to the volume and intensity of PA practiced and that the greater the volume and/or intensity of PA, the lower the risk of developing AH.</p>
        <p>It is essential to emphasize that our research has some notable characteristics, despite the population studied consisting of a cohort of volunteer public servants. Firstly, the cohort is made up of a substantial number of participants from six Brazilian capitals. This regional diversity is a positive aspect of the study, as it can provide insights into AH in different geographic and cultural contexts in Brazil. This, in turn, contributes to the generalization of results and a more comprehensive understanding of the factors that affect hypertension in the Brazilian population.</p>
        <p>Besides that, choosing volunteer public servants as a study group may have advantages, as this group may have better access to healthcare, health information, and awareness about the importance of monitoring and controlling BP. Therefore, research can provide valuable information about prevention and awareness strategies that can be applied in a broader context.</p>
        <p>Although the study population may not be fully representative of the general population, its unique characteristics may provide valuable insights into AH and serve as a basis for future research and interventions aimed at cardiovascular health in Brazil.</p>
        <p>An unfavorable aspect was the use of questionnaires, as answers can be inaccurate due to dependence on memory. We suggest adopting the accelerometer for more objective measurements of PA in future studies, as is already being done in ELSA-Brasil.</p>
      </sec>
      <sec sec-type="conclusions">
        <title>Conclusion</title>
        <p>According to the results of this study, LTPA was associated with a reduced risk of AH in participants who maintained higher levels of LTPA at both moments analyzed. The more physically active you are, the lower your risk of developing AH, regardless of gender. This highlights the crucial role of PA in reducing the risk of hypertension, especially when practiced consistently. These findings emphasize the importance of promoting an active lifestyle as a preventive measure against AH.</p>
        <p>Future research should continue to explore the association between more vigorous LTPA and AH, including the use of accelerometry, to provide stronger guidelines for public policies to promote PA and health.</p>
      </sec>
    </body>
    <back>
      <fn-group>
        <fn fn-type="financial-disclosure" id="fn4">
          <p>
            <bold>Sources of funding</bold>
          </p>
          <p>This study was funded by Minist&#233;rio da Sa&#250;de do Brasil (Departamento de Ci&#234;ncia e Tecnologia) e o Minist&#233;rio de Ci&#234;ncia e Tecnologia da Brasil (Financiadora de Estudos e Projetos e CNPq &#8211; Conselho Nacional de Pesquisa), processos n&#186; 01 060010.00RS, 01 06 0212.00BA, 01 06 0300.00ES, 01 06 0278.00MG, 01 06 0115.00SP, 01 06 0071.00RJ.</p>
        </fn>
        <fn fn-type="other" id="fn5">
          <p>
            <bold>Study association</bold>
          </p>
          <p>This article is part of the thesis of master submitted by Tarc&#237;sio Chagas Souza, from Programa de P&#243;s-Gradua&#231;&#227;o em Educa&#231;&#227;o F&#237;sica (PPGEF) da Universidade Estadual do Sudoeste da Bahia (UESB).</p>
        </fn>
        <fn fn-type="other" id="fn6">
          <p>
            <bold>Ethics approval and consent to participate</bold>
          </p>
          <p>This study was approved by the Ethics Committee of the Instituto de Sa&#250;de Coletiva - Universidade Federal da Bahia under the protocol number 027-06/CEP-ISC. 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>
      <ack>
        <title>Acknowledgment</title>
        <p>The authors would like to thank the ELSA-Brasil participants who agreed to participate in this study.</p>
      </ack>
    </back>
  </sub-article>
</article>
