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  <Article>
    <Journal>
      <PublisherName>MDPI AG</PublisherName>
      <JournalTitle>Acta Medica Okayama</JournalTitle>
      <Issn>2072-6694</Issn>
      <Volume>18</Volume>
      <Issue>7</Issue>
      <PubDate PubStatus="ppublish">
        <Year>2026</Year>
        <Month/>
      </PubDate>
    </Journal>
    <ArticleTitle>Predictive Nomogram for Recurrence After Upfront Surgery for Resectable Pancreatic Ductal Adenocarcinoma: A Multicenter Study (OS-HBP-2)</ArticleTitle>
    <FirstPage LZero="delete">1181</FirstPage>
    <LastPage/>
    <Language>EN</Language>
    <AuthorList>
      <Author>
        <FirstName EmptyYN="N">Ryuichi</FirstName>
        <LastName>Yoshida</LastName>
        <Affiliation>Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences</Affiliation>
      </Author>
      <Author>
        <FirstName EmptyYN="N">Kosei</FirstName>
        <LastName>Takagi</LastName>
        <Affiliation>Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences</Affiliation>
      </Author>
      <Author>
        <FirstName EmptyYN="N">Kazuya</FirstName>
        <LastName>Yasui</LastName>
        <Affiliation>Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences</Affiliation>
      </Author>
      <Author>
        <FirstName EmptyYN="N">Masayoshi</FirstName>
        <LastName>Hioki</LastName>
        <Affiliation>Department of Surgery, Fukuyama City Hospital</Affiliation>
      </Author>
      <Author>
        <FirstName EmptyYN="N">Takehiro</FirstName>
        <LastName>Okabayashi</LastName>
        <Affiliation>Department of Surgery, Kochi Health Sciences Center</Affiliation>
      </Author>
      <Author>
        <FirstName EmptyYN="N">Toru</FirstName>
        <LastName>Kojima</LastName>
        <Affiliation>Department of Surgery, Okayama Saiseikai General Hospital</Affiliation>
      </Author>
      <Author>
        <FirstName EmptyYN="N">Yoshikatsu</FirstName>
        <LastName>Endo</LastName>
        <Affiliation>Department of Surgery, Himeji Red Cross Hospital</Affiliation>
      </Author>
      <Author>
        <FirstName EmptyYN="N">Daisuke</FirstName>
        <LastName>Nobuoka</LastName>
        <Affiliation>Department of Surgery, Fukuyama City Hospital</Affiliation>
      </Author>
      <Author>
        <FirstName EmptyYN="N">Kenta</FirstName>
        <LastName>Sui</LastName>
        <Affiliation>Department of Surgery, Kagawa Prefectural Hospital</Affiliation>
      </Author>
      <Author>
        <FirstName EmptyYN="N">Masaru</FirstName>
        <LastName>Inagaki</LastName>
        <Affiliation>Department of Surgery, National Hospital Organization Fukuyama Medical Center</Affiliation>
      </Author>
      <Author>
        <FirstName EmptyYN="N">Susumu</FirstName>
        <LastName>Shinoura</LastName>
        <Affiliation>Department of Surgery, Tsuyama Chuo Hospital</Affiliation>
      </Author>
      <Author>
        <FirstName EmptyYN="N">Masashi</FirstName>
        <LastName>Kimura</LastName>
        <Affiliation>Department of Surgery, Matsuyama Shimin Hospital</Affiliation>
      </Author>
      <Author>
        <FirstName EmptyYN="N">Tatsuo</FirstName>
        <LastName>Matsuda</LastName>
        <Affiliation>Department of Surgery, Tenwakai Matsuda Hospital</Affiliation>
      </Author>
      <Author>
        <FirstName EmptyYN="N">Hideki</FirstName>
        <LastName>Aoki</LastName>
        <Affiliation>Department of Surgery, National Hospital Organization Iwakuni Clinical Center</Affiliation>
      </Author>
      <Author>
        <FirstName EmptyYN="N">Toshiyoshi</FirstName>
        <LastName>Fujiwara</LastName>
        <Affiliation>Department of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences</Affiliation>
      </Author>
    </AuthorList>
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      <ArticleId IdType="doi"/>
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    <Abstract>Background/Objectives: Postoperative recurrence is a critical issue in the treatment of resectable pancreatic ductal adenocarcinoma (rPDAC). Moreover, the prognosis after early recurrence is extremely poor. This study aimed to develop a recurrence prediction model and to define early recurrence after upfront surgery (UFS) for rPDAC. Methods: This multicenter retrospective study included patients who underwent UFS for anatomically rPDAC between January 2013 and December 2017. Multivariate analyses were conducted to identify the risk factors for recurrence-free survival and to construct a recurrence prediction model. Subsequently, a minimum p value approach was used to determine the optimal cutoff values for early and late recurrence. Results: The cohort included 603 patients (325 men and 278 women). During the median follow-up period of 25 months (interquartile range, 15&#8211;38 months), 381 patients (63.2%) experienced a recurrence. Multivariate analyses revealed carbohydrate antigen 19-9 &#8805;37 U/mL (hazard ratio [HR], 1.58; p &lt; 0.001), tumor size &#8805; 2.2 cm (HR, 1.59; p &lt; 0.001), lymph node metastasis (HR, 1.86; p &lt; 0.001), R1 resection (HR, 1.56; p = 0.002), and no adjuvant chemotherapy (HR, 1.54; p &lt; 0.001) as independent predictors. The recurrence prediction model demonstrated an area under the curve of 0.72&#8211;0.75. The optimal threshold for early and late recurrences was a recurrence-free interval of five months. Carbohydrate antigen 19-9 &#8805; 156 U/mL was a significant predictor of early recurrence (OR, 3.28; p &lt; 0.001). Conclusions: This study identified the prognostic risk factors for recurrence and developed a recurrence prediction model for patients undergoing UFS for rPDAC. Moreover, a recurrence-free interval of five months was identified as the optimal threshold for distinguishing between early and late recurrences.</Abstract>
    <CoiStatement>No potential conflict of interest relevant to this article was reported.</CoiStatement>
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      <Object Type="keyword">
        <Param Name="value">pancreatic cancer</Param>
      </Object>
      <Object Type="keyword">
        <Param Name="value">resectable</Param>
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      <Object Type="keyword">
        <Param Name="value">upfront surgery</Param>
      </Object>
      <Object Type="keyword">
        <Param Name="value">recurrence</Param>
      </Object>
      <Object Type="keyword">
        <Param Name="value">nomogram</Param>
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    <ReferenceList/>
  </Article>
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