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 <!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.0 20120330//EN" "http://jats.nlm.nih.gov/publishing/1.0/JATS-journalpublishing1.dtd"> <article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="1.0" xml:lang="en">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JPAN</journal-id>
      <journal-title-group>
        <journal-title>Journal of Pancreas</journal-title>
      </journal-title-group>
      <issn pub-type="epub">0000-0000</issn>
      <publisher>
        <publisher-name>Open Access Pub</publisher-name>
        <publisher-loc>United States</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">JPAN-25-5589</article-id>
      <article-categories>
        <subj-group>
          <subject>research-article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Pancreatic cancer in a Non-Tertiary Center: CEA and Bilirubin More Predictive than CA 19-9 at Initial Presentation</article-title>
        <alt-title alt-title-type="running-head">cea utilization in management of pancreatic cancer</alt-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Majd</surname>
            <given-names>Al Masri</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842103860">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Adnan</surname>
            <given-names>Imam</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842101700">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Jesse</surname>
            <given-names>Popover</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842101700">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Alexandra</surname>
            <given-names>Mackey</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842101700">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Natalie</surname>
            <given-names>King</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842101700">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Chris</surname>
            <given-names>Kalathia</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842101700">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Paul</surname>
            <given-names>Toomey</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842101196">3</xref>
          <xref ref-type="corresp" rid="cor1">*</xref>
        </contrib>
      </contrib-group>
      <aff id="idm1842103860">
        <label>1</label>
        <addr-line>Resident physician, Saint Mary’s Hospital, Waterbury, CT, Research assistant, Florida Surgical specialists</addr-line>
      </aff>
      <aff id="idm1842101700">
        <label>2</label>
        <addr-line>Research assistant, Florida Surgical specialists, 607 Manatee Ave E Suite 102, Bradenton, FL 34208 </addr-line>
      </aff>
      <aff id="idm1842101196">
        <label>3</label>
        <addr-line>Florida Surgical Specialists, 607 Manatee Ave E Suite 102, Bradenton, FL 34208, USA</addr-line>
      </aff>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Ian</surname>
            <given-names>James Martins</given-names>
          </name>
          <xref ref-type="aff" rid="idm1841946236">1</xref>
        </contrib>
      </contrib-group>
      <aff id="idm1841946236">
        <label>1</label>
        <addr-line>Edith Cowan University.</addr-line>
      </aff>
      <author-notes>
        <corresp id="cor1">Correspondence: Paul Toomey, Florida Surgical Specialists, 607 Manatee Ave E Suite 102, Bradenton, FL 34208, USA; Email: <email>paultoomeymd@gmail.com</email>.</corresp>
        <fn fn-type="conflict" id="idm1842537028">
          <p>The authors have declared that no competing interests exist.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub" iso-8601-date="2025-08-22">
        <day>22</day>
        <month>08</month>
        <year>2025</year>
      </pub-date>
      <volume>1</volume>
      <issue>1</issue>
      <fpage>06</fpage>
      <lpage>14</lpage>
      <history>
        <date date-type="received">
          <day>16</day>
          <month>06</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>14</day>
          <month>08</month>
          <year>2025</year>
        </date>
        <date date-type="online">
          <day>22</day>
          <month>08</month>
          <year>2025</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© </copyright-statement>
        <copyright-year>2025</copyright-year>
        <copyright-holder>Majd Al Masri, et al</copyright-holder>
        <license xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
          <license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
        </license>
      </permissions>
      <self-uri xlink:href="http://openaccesspub.org/jpan/article/2215">This article is available from http://openaccesspub.org/jpan/article/2215</self-uri>
      <abstract>
        <sec id="idm1841951780">
          <title>Background</title>
          <p>This study was undertaken to delineate the most predictive pattern at presentation for patients with non-metastatic pancreatic cancer compared to patients with              metastatic pancreatic cancer who present to a medium sized hospital.</p>
        </sec>
        <sec id="idm1841951132">
          <title>Methods</title>
          <p>Data were collected at a medium sized hospital from 2009-2014 for patients with newly diagnosed pancreatic adenocarcinoma. Laboratory values, CT scans,                pathology reports and ERCP results were obtained. Data are presented as mean (median +/- standard deviation).</p>
        </sec>
        <sec id="idm1841950628">
          <title>Results</title>
          <p>Fifty-two patients met the criteria for inclusion and were clinically diagnosed with pancreatic cancer. The median age was 71 years old. CEA levels for metastatic pancreatic cancer were 107.9 (20.6 +/- 166.7) ng/dl and 9 (6 +/- 11.6) ng/dl for non-metastatic cancer (P-value&lt;0.05).</p>
          <p>Bilirubin levels for metastatic pancreatic cancer were 4.1 (0.7 +/- 6.6) mg/dl and 10.3 (10.4 +/- 8.1) mg/dl for non-metastatic cancer (p=0.009). CA19-9 levels for metastatic pancreatic cancer were 37,529 (644 +/- 88,352) U/ml and 5,150 (668 +/- 16,985) U/ml for non-metastatic cancer.</p>
        </sec>
        <sec id="idm1841951276">
          <title>Conclusion</title>
          <p>Elevated total bilirubin alongside low CEA appears to be a stronger predictor of non-metastatic disease at presentation compared to CA 19-9 alone.</p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>Pancreas</kwd>
        <kwd>cancer</kwd>
        <kwd>adenocarcinoma</kwd>
        <kwd>Biomarkers</kwd>
        <kwd>CEA</kwd>
        <kwd>CA 19-9</kwd>
        <kwd>Metastasis</kwd>
      </kwd-group>
      <counts>
        <fig-count count="9"/>
        <table-count count="0"/>
        <page-count count="9"/>
      </counts>
    </article-meta>
  </front>
  <body>
    <sec id="idm1841950772" sec-type="intro">
      <title>Introduction</title>
      <p>Pancreatic cancer is one of the deadliest and most aggressive cancers and is currently the third leading cause of cancer related deaths in the United States, surpassing breast cancer, and even expected to  overtake colon cancer as the second place<xref ref-type="bibr" rid="ridm1842180964">1</xref><xref ref-type="bibr" rid="ridm1842249436">2</xref>. The overall 5-year survival rate for pancreatic cancer is 9%<xref ref-type="bibr" rid="ridm1842288460">3</xref><xref ref-type="bibr" rid="ridm1842036916">4</xref><xref ref-type="bibr" rid="ridm1842041956">5</xref> and 3% for metastatic pancreatic cancer. The most common pancreatic cancer subtype is                 pancreatic adenocarcinoma<xref ref-type="bibr" rid="ridm1842027156">6</xref><xref ref-type="bibr" rid="ridm1842031260">7</xref><xref ref-type="bibr" rid="ridm1842028452">8</xref><xref ref-type="bibr" rid="ridm1842002892">9</xref>, while the second most common are pancreatic neuroendocrine                    neoplasms<xref ref-type="bibr" rid="ridm1842249436">2</xref>.</p>
      <p>Even though the prognosis and survival rate of pancreatic cancer seem so dismal<xref ref-type="bibr" rid="ridm1842008364">10</xref><xref ref-type="bibr" rid="ridm1841990476">11</xref>, studies have shown that the survival for non-metastatic early stage pancreatic adenocarcinoma is relatively high. Pancreatic adenocarcinoma in situ (stage 0) has a 5-year survival rate of 85% and 69% for stage 1A<xref ref-type="bibr" rid="ridm1841989540">12</xref>, which makes early detection and diagnosis the most important, yet challenging, step of managing              pancreatic cancer<xref ref-type="bibr" rid="ridm1841989540">12</xref><xref ref-type="bibr" rid="ridm1842000268">13</xref>. Surgical resection continues to be the only hope for cure for pancreatic              cancer<xref ref-type="bibr" rid="ridm1842249436">2</xref><xref ref-type="bibr" rid="ridm1841998756">14</xref><xref ref-type="bibr" rid="ridm1841972036">15</xref>.</p>
      <p>The only serum biomarker that is approved by the United States Food and Drug Administration for routine management of pancreatic cancer is Cancer Antigen 19-9 (CA 19-9), but due to it’s low                   positive predictive value, it is only appropriate for detecting cancer recurrence and response to                     treatment<xref ref-type="bibr" rid="ridm1841969732">16</xref><xref ref-type="bibr" rid="ridm1841964548">17</xref>. Cancer embryonic antigen (CEA) seems to be a more clinically significant biomarker in prediction of advanced pancreatic cancer when compared with CA 19-9<xref ref-type="bibr" rid="ridm1841977796">18</xref>. We undertook this study to examine the usefulness and practicality of CEA and bilirubin levels as a predictor of metastatic state for patients with pancreatic cancer presenting to a non-tertiary center.</p>
    </sec>
    <sec id="idm1841948612" sec-type="methods">
      <title>Methods</title>
      <p>We retrospectively reviewed the charts of patients who were newly diagnosed with pancreatic cancer and were admitted from the emergency department from 2009-2014 at a medium-sized non-tertiary hospital. Pertinent labs, imaging, pathology results, dates of diagnosis, consultations ordered,                       procedures, operations, and adjuvant therapy data were</p>
      <p>recorded and analyzed. Categorical variables were compared using Chi-squared or Fisher’s exact tests, as appropriate. Kaplan-Meier survival curves were generated to visualize survival differences, and    statistical significance between groups was assessed using the log-rank test.</p>
      <p>Continuous variables are presented as medians, and they were compared using the Mann-Whitney U test or analysis of variance. Data are reported as median (mean +/- standard deviation). Patients                 included in this study presented to the emergency department at the medium-sized hospital and were newly diagnosed with pancreatic cancer during the 5-year period.</p>
    </sec>
    <sec id="idm1841948900" sec-type="results">
      <title>Results</title>
      <p>Fifty-two patients met the criteria for inclusion and were clinically diagnosed with pancreatic cancer. The majority were men (56%). The median age was 71 years old with the ages ranging from 55 to 90 years old. Thirty-three patients diagnosed with pancreatic cancer were confirmed by biopsy. The pathologic subtypes were adenocarcinoma (28), neuroendocrine (3), squamous cell (1) and cholangiocarcinoma (1) (<xref ref-type="fig" rid="idm1841614628">Figure 1</xref>). Most of the patients had the cancer localized (50), with the majority localized in the pancreatic head (28), while the other 25 were located in the pancreatic tail (10), pancreatic body (11) or classified as an overlapping lesion of pancreas (<xref ref-type="fig" rid="idm1841612468">Figure 2</xref>). Twenty-seven patients were diagnosed with clinical metastatic disease and 23 patients were diagnosed with non-metastatic disease.</p>
      <fig id="idm1841614628">
        <label>Figure 1.</label>
        <caption>
          <title> Number of pancreatic cancer cases based on pathologic subtypes (n=33)</title>
        </caption>
        <graphic xlink:href="images/image1.jpg" mime-subtype="jpg"/>
      </fig>
      <fig id="idm1841612468">
        <label>Figure 2.</label>
        <caption>
          <title> Number of pancreatic cancer cases based on location</title>
        </caption>
        <graphic xlink:href="images/image2.jpg" mime-subtype="jpg"/>
      </fig>
      <p>The initial workup of diagnosing pancreatic cancer includes ordering multiple laboratory tests, most notably bilirubin, CEA and CA19-9. Thirty patients had their serum CEA tested, the mean (median +/- standard deviation) CEA level for metastatic pancreatic cancer was 107.9 (20.6 +/- 166.7) ng/dl and 9 (6 +/- 11.6) ng/dl for non-metastatic cancer (<xref ref-type="fig" rid="idm1841612252">Figure 3</xref>), and of the patients that had a CEA value &gt; 8, 10 had metastasis at the time of presentation, compared to three patients without metastatic disease. Four patients with metastases had a CEA &lt; 8 compared to 10 without metastases (p=0.02). Forty-six patients underwent bilirubin testing and the mean (median +/- standard deviation) bilirubin for those diagnosed with metastatic cancer was 4.1 (0.7 +/- 6.6) mg/dl, while the mean (median +/- standard deviation)   bilirubin of those diagnosed with non-metastatic cancer was 10.3 (10.4 +/- 8.1) mg/dl (p=0.009) (<xref ref-type="fig" rid="idm1841611172">Figure 4</xref>). CA19-9 testing was                       undertaken for 42 patients. The mean (median +/- standard deviation) CA19-9 level for metastatic              pancreatic cancer was 37,529 (644 +/- 88,352) U/ml and 5,150 (668 +/- 16,985) U/ml for                                 non-metastatic cancer. Seven patients with metastatic disease had a CA19-9 &gt; 5000 compared to two patients without metastasis. Eight patients with metastatic disease presented with a CA 19-9 &lt; 5000 compared to 15 patients without metastases (p= 0.49).</p>
      <fig id="idm1841612252">
        <label>Figure 3.</label>
        <caption>
          <title> Average CEA in metastatic vs non-metastatic Pancreatic cancer. (p-value&lt;0.05)</title>
        </caption>
        <graphic xlink:href="images/image3.jpg" mime-subtype="jpg"/>
      </fig>
      <fig id="idm1841611172">
        <label>Figure 4.</label>
        <caption>
          <title> Average total bilirubin for patients with metastatic vs. non-metastatic pancreatic cancer</title>
        </caption>
        <graphic xlink:href="images/image4.jpg" mime-subtype="jpg"/>
      </fig>
      <p>Twenty-one patients had ERCPs undertaken and 14 of those patients had stent placements. Five                    patients underwent a pancreaticoduodenectomy, two patients underwent a distal pancreatectomy with splenectomy, six patients underwent laparoscopies and one patient underwent an extended distal                  pancreatectomy. The consult frequencies were as follows: gastroenterology (66%), oncology (61%), and general surgery (39%) (<xref ref-type="fig" rid="idm1841617076">Figure 5</xref>). The time from diagnosis to port placement was 22.5 days and time from diagnosis to surgery was 10 days.</p>
      <fig id="idm1841617076">
        <label>Figure 5.</label>
        <caption>
          <title> Percentage of consults requested during pancreatic cancer management at a non-tertiary hospital.</title>
        </caption>
        <graphic xlink:href="images/image5.jpg" mime-subtype="jpg"/>
      </fig>
      <p>The survival between patients with metastatic vs non-metastatic disease was statistically significant (p= 0.01) (<xref ref-type="fig" rid="idm1841598628">Figure 6</xref>). Moreover, there was a statistically significant difference in survival between patients with normal bilirubin and CEA vs abnormal bilirubin and CEA (p=0.02) (<xref ref-type="fig" rid="idm1841599276">Figure 7</xref>) (<xref ref-type="fig" rid="idm1841596180">Figure 8</xref>) (<xref ref-type="fig" rid="idm1841597260">Figure 9</xref>). The comparison between normal vs abnormal bilirubin alone and normal vs abnormal CEA alone showed no significant difference (p=0.21, p=0.82 respectively).</p>
      <fig id="idm1841598628">
        <label>Figure 6.</label>
        <caption>
          <title> Kaplan Meier curve comparing survival between patients with metastatic vs non-metastatic disease.</title>
        </caption>
        <graphic xlink:href="images/image6.jpg" mime-subtype="jpg"/>
      </fig>
      <fig id="idm1841599276">
        <label>Figure 7.</label>
        <caption>
          <title> Kaplan Meier comparing survival rates between patients normal CEA vs abnormal CEA.</title>
        </caption>
        <graphic xlink:href="images/image7.jpg" mime-subtype="jpg"/>
      </fig>
      <fig id="idm1841596180">
        <label>Figure 8.</label>
        <caption>
          <title> Kaplan meier curves comparing survival between patients with normal bilirubin vs abnormal bilirubin.</title>
        </caption>
        <graphic xlink:href="images/image8.jpg" mime-subtype="jpg"/>
      </fig>
      <fig id="idm1841597260">
        <label>Figure 9.</label>
        <caption>
          <title> Kaplan Meier curve comparing survival between patients with normal CEA and bilirubin vs abnormal CEA and bilirubin.</title>
        </caption>
        <graphic xlink:href="images/image9.jpg" mime-subtype="jpg"/>
      </fig>
    </sec>
    <sec id="idm1841896940" sec-type="discussion">
      <title>Discussion</title>
      <p>Pancreatic cancer remains one of the most challenging and pressing medical concerns worldwide due to its poor survival rates, grim prognosis, and difficulty in detecting metastasis. It is currently the third leading cause of cancer-related deaths in the United States, with a five-year survival rate of just 9% for non-metastatic cases and only 3% for metastatic pancreatic cancer<xref ref-type="bibr" rid="ridm1842180964">1</xref><xref ref-type="bibr" rid="ridm1842249436">2</xref><xref ref-type="bibr" rid="ridm1842288460">3</xref><xref ref-type="bibr" rid="ridm1842036916">4</xref><xref ref-type="bibr" rid="ridm1842041956">5</xref>. The primary danger lies in its late-stage detection, as early diagnosis significantly improves prognosis and treatment                 outcomes.</p>
      <p>Currently, no reliable screening tool exists for detecting pancreatic cancer in its early stages. The only serum biomarker approved by the U.S. Food and Drug Administration for routine management of the disease is Cancer Antigen 19-9 (CA 19-9). However, due to its low positive predictive value, CA 19-9 is primarily useful for monitoring cancer recurrence and treatment response rather than early                            detection<xref ref-type="bibr" rid="ridm1841969732">16</xref><xref ref-type="bibr" rid="ridm1841964548">17</xref>. Additionally, its levels can be elevated in cases of biliary obstruction, limiting its                 utility in identifying metastatic disease, as biliary obstruction and metastasis do not always coincide in                         pancreatic cancer. Therefore, CA 19-9 should be reserved for patients without biliary obstruction later in their disease course, while carcinoembryonic antigen (CEA) should be used early alongside bilirubin levels.</p>
      <p>The primary objective of this study was to assess the predictive value of CEA and bilirubin levels, compared to CA 19-9, in determining cancer progression and the presence of metastasis for patients with pancreatic cancer<xref ref-type="bibr" rid="ridm1841977796">18</xref>. Previous research has shown that CEA is significantly elevated for patients with pancreatic cancer. Our findings confirmed this as CEA levels were markedly elevated for patients with metastatic pancreatic cancer (107.9 (20.6 ± 166.7) ng/dL) compared to those with non-metastatic disease (9 (6 ± 11.6) ng/dL). Additionally, the bilirubin level for patients with metastatic disease was 0.7 (4.1 +/- 6.6) mg/dL, whereas it was 10.4 (10.3+/- 8.1) mg/dL for patients with non-metastatic               disease. Notably, CA 19-9 levels in our study did not demonstrate significance for detecting metastatic disease.</p>
      <p>It is also worth noting that 5–10% of the general population and up to 25% of some ethnic populations harbor homozygous alterations in the FUT2/3 genes, which causes them to be incapable of producing and/or secreting CA 19-9. Additionally, CA 19-9 levels tend to elevate in diabetics and elderly                         patients<xref ref-type="bibr" rid="ridm1841954828">19</xref>, which is another reason why we believe CA 19-9 cannot be solely relied on as a biomarker for pancreatic cancer.</p>
      <p>Additionally, we observed that general surgery consultations were utilized less frequently (39%)                compared to gastroenterology (66%) and oncology (61%) consultations. We advocate for earlier                  surgical consultation in the management of pancreatic cancer, particularly in patients without                     metastatic disease. Early involvement of surgery can facilitate timely mediport placement and                 potentially allow for tumor resection if deemed feasible.</p>
      <p>This study has several limitations. First, the sample size is relatively small, and further research with larger patient cohorts is needed to better assess the relationship between CEA, total bilirubin levels, and the metastatic status of pancreatic cancer. Additionally, not all patients in our study had complete               laboratory data for total bilirubin, CEA, and CA 19-9, which may have impacted the analysis.</p>
    </sec>
    <sec id="idm1841897012" sec-type="conclusions">
      <title>Conclusion</title>
      <p>Our study suggests that combining CEA and total bilirubin levels may serve as a valuable prognostic tool in pancreatic cancer patients. Elevated total bilirubin alongside low CEA appears to be a stronger predictor of non-metastatic disease at presentation compared to CA 19-9 alone. Additionally, general surgery consultations were likely underutilized, and earlier involvement could have facilitated timely mediport placement and potential surgical intervention.</p>
    </sec>
  </body>
  <back>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term>CA 19-9 - Cancer Antigen 19-9</term>
          <def>
            <p/>
          </def>
        </def-item>
        <def-item>
          <term>CEA - Cancer embryonic antigen</term>
          <def>
            <p/>
          </def>
        </def-item>
        <def-item>
          <term>CT-scan - Computed tomography scan</term>
          <def>
            <p/>
          </def>
        </def-item>
        <def-item>
          <term>ERCP - Endoscopic retrograde cholangiopancreaticography.</term>
          <def>
            <p/>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <ref-list>
      <ref id="ridm1842180964">
        <label>1.</label>
        <mixed-citation xlink:type="simple" publication-type="book">
          <name>
            <surname>C</surname>
            <given-names>J Halbrook</given-names>
          </name>
          <name>
            <surname>C</surname>
            <given-names>A Lyssiotis</given-names>
          </name>
          <name>
            <surname>Pasca</surname>
            <given-names>di Magliano</given-names>
          </name>
          <name>
            <surname>Maitra</surname>
            <given-names>M</given-names>
          </name>
          <name>
            <surname>A</surname>
            <given-names/>
          </name>
          <date>
            <year>2023</year>
          </date>
          <chapter-title>Pancreatic cancer: Advances and challenges.Cell</chapter-title>
          <volume>186</volume>
          <issue>8</issue>
          <fpage>1729</fpage>
          <lpage>1754</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1842249436">
        <label>2.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>C</surname>
            <given-names>Y Zhang</given-names>
          </name>
          <name>
            <surname>Liu</surname>
            <given-names>S</given-names>
          </name>
          <name>
            <surname>Yang</surname>
            <given-names>M</given-names>
          </name>
          <article-title>Clinical diagnosis and management of pancreatic cancer: Markers, molecular mechanisms, and treatment options.World journal of gastroenterology</article-title>
          <date>
            <year>2022</year>
          </date>
          <volume>28</volume>
          <issue>48</issue>
          <fpage>6827</fpage>
          <lpage>6845</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1842288460">
        <label>3.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>R</surname>
            <given-names>S O&amp;apos;Neill</given-names>
          </name>
          <name>
            <surname>Stoita</surname>
            <given-names>A</given-names>
          </name>
          <article-title>Biomarkers in the diagnosis of pancreatic cancer: Are we closer to finding the golden ticket?.World journal of gastroenterology</article-title>
          <date>
            <year>2021</year>
          </date>
          <volume>27</volume>
          <issue>26</issue>
          <fpage>4045</fpage>
          <lpage>4087</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1842036916">
        <label>4.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Ilic</surname>
            <given-names>M</given-names>
          </name>
          <name>
            <surname>Ilic</surname>
            <given-names>I</given-names>
          </name>
          <article-title>Epidemiology of pancreatic cancer.World journal of gastroenterology</article-title>
          <date>
            <year>2016</year>
          </date>
          <volume>22</volume>
          <issue>44</issue>
          <fpage>9694</fpage>
          <lpage>9705</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1842041956">
        <label>5.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Gupta</surname>
            <given-names>R</given-names>
          </name>
          <name>
            <surname>Amanam</surname>
            <given-names>I</given-names>
          </name>
          <name>
            <surname>Chung</surname>
            <given-names>V</given-names>
          </name>
          <article-title>Current and future therapies for advanced pancreatic cancer.Journal of surgical oncology</article-title>
          <date>
            <year>2017</year>
          </date>
          <volume>116</volume>
          <issue>1</issue>
          <fpage>25</fpage>
          <lpage>34</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1842027156">
        <label>6.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>M</surname>
            <given-names>J Amaral</given-names>
          </name>
          <name>
            <surname>R</surname>
            <given-names>C Oliveira</given-names>
          </name>
          <name>
            <surname>Donato</surname>
            <given-names>P</given-names>
          </name>
          <name>
            <surname>J</surname>
            <given-names>G Tralhão</given-names>
          </name>
          <article-title>Pancreatic Cancer Biomarkers: Oncogenic Mutations, Tissue and Liquid Biopsies, and Radiomics-A Review.Digestive diseases and sciences</article-title>
          <date>
            <year>2023</year>
          </date>
          <volume>68</volume>
          <issue>7</issue>
          <fpage>2811</fpage>
          <lpage>2823</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1842031260">
        <label>7.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Goral</surname>
            <given-names>V</given-names>
          </name>
          <article-title>Pancreatic Cancer: Pathogenesis and Diagnosis.Asian Pacific journal of cancerprevention:APJCP</article-title>
          <date>
            <year>2015</year>
          </date>
          <volume>16</volume>
          <issue>14</issue>
          <fpage>5619</fpage>
          <lpage>5624</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1842028452">
        <label>8.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <article-title>Advancing on pancreatic cancer.Nature reviews</article-title>
          <date>
            <year>2021</year>
          </date>
          <source>Gastroenterology &amp; hepatology</source>
          <volume>18</volume>
          <issue>7</issue>
          <fpage>447</fpage>
          <lpage>10</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1842002892">
        <label>9.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>C</surname>
            <given-names/>
          </name>
          <name>
            <surname>E</surname>
            <given-names>P Diamandis</given-names>
          </name>
          <name>
            <surname>Brand</surname>
            <given-names>R</given-names>
          </name>
          <name>
            <surname>Rückert</surname>
            <given-names>F</given-names>
          </name>
          <name>
            <surname>Haun</surname>
            <given-names>R</given-names>
          </name>
          <name>
            <surname>Molina</surname>
            <given-names>R</given-names>
          </name>
          <article-title>Pancreatic cancer.Clinical chemistry</article-title>
          <date>
            <year>2013</year>
          </date>
          <volume>59</volume>
          <issue>1</issue>
          <fpage>41</fpage>
          <lpage>46</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1842008364">
        <label>10.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Cai</surname>
            <given-names>J</given-names>
          </name>
          <name>
            <surname>Chen</surname>
            <given-names>H</given-names>
          </name>
          <name>
            <surname>Lu</surname>
            <given-names>M</given-names>
          </name>
          <name>
            <surname>Zhang</surname>
            <given-names>Y</given-names>
          </name>
          <name>
            <surname>Lu</surname>
            <given-names>B</given-names>
          </name>
          <name>
            <surname>You</surname>
            <given-names>L</given-names>
          </name>
          <name>
            <surname>Zhang</surname>
            <given-names>T</given-names>
          </name>
          <name>
            <surname>Dai</surname>
            <given-names>M</given-names>
          </name>
          <name>
            <surname>Zhao</surname>
            <given-names>Y</given-names>
          </name>
          <article-title>Advances in the epidemiology of pancreatic cancer: Trends, risk factors, screening, and prognosis.Cancer letters</article-title>
          <date>
            <year>2021</year>
          </date>
          <fpage>520</fpage>
          <lpage>1</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841990476">
        <label>11.</label>
        <mixed-citation xlink:type="simple" publication-type="book">
          <name>
            <surname>Liu</surname>
            <given-names>S</given-names>
          </name>
          <name>
            <surname>Cai</surname>
            <given-names>Y</given-names>
          </name>
          <name>
            <surname>Changyong</surname>
            <given-names>E</given-names>
          </name>
          <name>
            <surname>Sheng</surname>
            <given-names>J</given-names>
          </name>
          <name>
            <surname>Zhang</surname>
            <given-names>X</given-names>
          </name>
          <date>
            <year>2021</year>
          </date>
          <chapter-title>Screening and Validation of Independent Predictors of Poor Survival in Pancreatic Cancer.Pathology oncologyresearch :POR</chapter-title>
          <volume>27</volume>
          <fpage>1609868</fpage>
          <lpage>10</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841989540">
        <label>12.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Tonini</surname>
            <given-names>V</given-names>
          </name>
          <name>
            <surname>Zanni</surname>
            <given-names>M</given-names>
          </name>
          <article-title>Early diagnosis of pancreatic cancer: What strategies to avoid a foretold catastrophe.World journal of gastroenterology</article-title>
          <date>
            <year>2022</year>
          </date>
          <volume>28</volume>
          <issue>31</issue>
          <fpage>4235</fpage>
          <lpage>4248</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1842000268">
        <label>13.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>E</surname>
            <given-names>M Stoffel</given-names>
          </name>
          <name>
            <surname>R</surname>
            <given-names>E Brand</given-names>
          </name>
          <name>
            <surname>Goggins</surname>
            <given-names>M</given-names>
          </name>
          <article-title>Pancreatic Cancer: Changing Epidemiology and New Approaches to Risk Assessment, Early Detection, and Prevention.Gastroenterology</article-title>
          <date>
            <year>2023</year>
          </date>
          <volume>164</volume>
          <issue>5</issue>
          <fpage>752</fpage>
          <lpage>765</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841998756">
        <label>14.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Vincent</surname>
            <given-names>A</given-names>
          </name>
          <name>
            <surname>Herman</surname>
            <given-names>J</given-names>
          </name>
          <name>
            <surname>Schulick</surname>
            <given-names>R</given-names>
          </name>
          <name>
            <surname>R</surname>
            <given-names>H Hruban</given-names>
          </name>
          <name>
            <surname>Goggins</surname>
            <given-names>M</given-names>
          </name>
          <article-title>Pancreatic cancer.Lancet (London</article-title>
          <date>
            <year>2011</year>
          </date>
          <volume>378</volume>
          <issue>9791</issue>
          <fpage>607</fpage>
          <lpage>620</lpage>
          <publisher-loc>England)</publisher-loc>
        </mixed-citation>
      </ref>
      <ref id="ridm1841972036">
        <label>15.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Masiak-Segit</surname>
            <given-names>W</given-names>
          </name>
          <name>
            <surname>Rawicz-Pruszyński</surname>
            <given-names>K</given-names>
          </name>
          <name>
            <surname>Skórzewska</surname>
            <given-names>M</given-names>
          </name>
          <name>
            <surname>W</surname>
            <given-names>P Polkowski</given-names>
          </name>
          <article-title>Surgical treatment of pancreatic cancer.Polskiprzegladchirurgiczny</article-title>
          <date>
            <year>2018</year>
          </date>
          <volume>90</volume>
          <issue>2</issue>
          <fpage>45</fpage>
          <lpage>53</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841969732">
        <label>16.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>McGuigan</surname>
            <given-names>A</given-names>
          </name>
          <name>
            <surname>Kelly</surname>
            <given-names>P</given-names>
          </name>
          <name>
            <surname>R</surname>
            <given-names>C Turkington</given-names>
          </name>
          <name>
            <surname>Jones</surname>
            <given-names>C</given-names>
          </name>
          <name>
            <surname>H</surname>
            <given-names>G Coleman</given-names>
          </name>
          <name>
            <surname>R</surname>
            <given-names>S McCain</given-names>
          </name>
          <article-title>Pancreatic cancer: A review of clinical diagnosis, epidemiology, treatment and outcomes.World journal of gastroenterology</article-title>
          <date>
            <year>2018</year>
          </date>
          <volume>24</volume>
          <issue>43</issue>
          <fpage>4846</fpage>
          <lpage>4861</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841964548">
        <label>17.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Bhat</surname>
            <given-names>K</given-names>
          </name>
          <name>
            <surname>Wang</surname>
            <given-names>F</given-names>
          </name>
          <name>
            <surname>Ma</surname>
            <given-names>Q</given-names>
          </name>
          <name>
            <surname>Li</surname>
            <given-names>Q</given-names>
          </name>
          <name>
            <surname>Mallik</surname>
            <given-names>S</given-names>
          </name>
          <name>
            <surname>T</surname>
            <given-names>C Hsieh</given-names>
          </name>
          <name>
            <surname>Wu</surname>
            <given-names>E</given-names>
          </name>
          <article-title>Advances in biomarker research for pancreatic cancer.Current pharmaceutical design</article-title>
          <date>
            <year>2012</year>
          </date>
          <volume>18</volume>
          <issue>17</issue>
          <fpage>2439</fpage>
          <lpage>2451</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841977796">
        <label>18.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Labrinus</surname>
            <given-names>van Manen</given-names>
          </name>
          <name>
            <surname>Jesse</surname>
            <given-names>V Groen</given-names>
          </name>
          <name>
            <surname>Putter</surname>
            <given-names>Hein</given-names>
          </name>
          <name>
            <surname>Alexander</surname>
            <given-names>L Vahrmeijer</given-names>
          </name>
          <name>
            <surname>Swijnenburg</surname>
            <given-names>Rutger-Jan</given-names>
          </name>
          <name>
            <surname>Mieog</surname>
            <given-names>Bert A Bonsing J Sven D</given-names>
          </name>
          <article-title>Elevated CEA and CA19-9 serum levels independently predict advanced pancreatic cancer at diagnosis</article-title>
          <date>
            <year>2020</year>
          </date>
          <source>Biomarkers</source>
          <volume>25</volume>
          <fpage>186</fpage>
          <lpage>193</lpage>
        </mixed-citation>
      </ref>
      <ref id="ridm1841954828">
        <label>19.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
          <name>
            <surname>Palma</surname>
            <given-names>N A</given-names>
          </name>
          <name>
            <surname>Lucas</surname>
            <given-names>A L</given-names>
          </name>
          <name>
            <surname>Katona</surname>
            <given-names>B W</given-names>
          </name>
          <name>
            <surname>Athanasiou</surname>
            <given-names>A</given-names>
          </name>
          <name>
            <surname>Kureshi</surname>
            <given-names>N M</given-names>
          </name>
          <name>
            <surname>Ford</surname>
            <given-names>L</given-names>
          </name>
          <name>
            <surname>Keller</surname>
            <given-names>T</given-names>
          </name>
          <name>
            <surname>Weber</surname>
            <given-names>S</given-names>
          </name>
          <name>
            <surname>Schiess</surname>
            <given-names>R</given-names>
          </name>
          <name>
            <surname>King</surname>
            <given-names>T</given-names>
          </name>
          <name>
            <surname>Simeone</surname>
            <given-names>D M</given-names>
          </name>
          <name>
            <surname>Brand</surname>
            <given-names>R</given-names>
          </name>
          <article-title>A High Performing Biomarker Signature for Detecting Early-Stage Pancreatic Ductal Adenocarcinoma in High-Risk Individuals. Cancers (Basel)</article-title>
          <date>
            <year>2025</year>
          </date>
          <volume>17</volume>
          <issue>11</issue>
          <fpage>1866</fpage>
          <lpage>10</lpage>
          <pub-id pub-id-type="doi">10.3390/cancers17111866</pub-id>
          <pub-id pub-id-type="pmid">40507347</pub-id>
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>
