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<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" article-type="research-article" dtd-version="1.4" xml:lang="en">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">cjbr</journal-id>
      <journal-title-group>
        <journal-title>Cascadia Journal of Biomedical Research</journal-title>
        <abbrev-journal-title abbrev-type="publisher">Cascadia J. Biomed. Res.</abbrev-journal-title>
      </journal-title-group>
      <issn publication-format="electronic">2693-8510</issn>
      <publisher>
        <publisher-name>Cascadia Health Sciences Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.58302/pyt56096</article-id>
      <title-group>
        <article-title>Comparison of radiological and pathological tools to assess response to neoadjuvant treatment in resected pancreatic ductal adenocarcinoma patients</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid" authenticated="false">https://orcid.org/0000-0002-8309-4991</contrib-id>
          <name>
            <surname>Jenvrin</surname>
            <given-names>Anaïs</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid" authenticated="false">https://orcid.org/0000-0001-5890-0341</contrib-id>
          <name>
            <surname>Sartoris</surname>
            <given-names>Riccardo</given-names>
          </name>
          <xref ref-type="aff" rid="aff2"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Dokmak</surname>
            <given-names>Safi</given-names>
          </name>
          <xref ref-type="aff" rid="aff3"/>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid" authenticated="false">https://orcid.org/0009-0007-0403-4960</contrib-id>
          <name>
            <surname>Védie</surname>
            <given-names>Anne-Laure</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Laurent</surname>
            <given-names>Lucie</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid" authenticated="false">https://orcid.org/0000-0002-9314-4657</contrib-id>
          <name>
            <surname>Tihy</surname>
            <given-names>Matthieu</given-names>
          </name>
          <xref ref-type="aff" rid="aff4"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Sauvanet</surname>
            <given-names>Alain</given-names>
          </name>
          <xref ref-type="aff" rid="aff3"/>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid" authenticated="false">https://orcid.org/0000-0002-0000-4525</contrib-id>
          <name>
            <surname>Rebours</surname>
            <given-names>Vinciane</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid" authenticated="false">https://orcid.org/0000-0001-7464-3939</contrib-id>
          <name>
            <surname>Ronot</surname>
            <given-names>Maxime</given-names>
          </name>
          <xref ref-type="aff" rid="aff2"/>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid" authenticated="false">https://orcid.org/0000-0001-6695-6775</contrib-id>
          <name>
            <surname>Bongrain</surname>
            <given-names>Claire</given-names>
          </name>
          <xref ref-type="aff" rid="aff5"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Couvelard</surname>
            <given-names>Anne</given-names>
          </name>
          <xref ref-type="aff" rid="aff4"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Cros</surname>
            <given-names>Jérôme</given-names>
          </name>
          <xref ref-type="aff" rid="aff5"/>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid" authenticated="false">https://orcid.org/0000-0001-9715-9189</contrib-id>
          <name>
            <surname>de Mestier</surname>
            <given-names>Louis</given-names>
          </name>
          <xref ref-type="aff" rid="aff6"/>
        </contrib>
        <aff id="aff1">Université Paris-Cité, Department of Pancreatology and Digestive Oncology, Beaujon Hospital (APHP.Nord), Clichy, France</aff>
        <aff id="aff2">Université Paris-Cité, Department of Radiology, Beaujon Hospital (APHP.Nord), Clichy, France</aff>
        <aff id="aff3">Université Paris-Cité, Department of Hepato-bilio-Pancreatic Surgery, Beaujon Hospital (APHP.Nord), Clichy, France</aff>
        <aff id="aff4">Université Paris-Cité, Department of Pathology, Bichat Hospital (APHP.Nord), Paris, France</aff>
        <aff id="aff5">Université Paris-Cité, Department of Pathology, Beaujon Hospital (APHP.Nord), Clichy, France</aff>
        <aff id="aff6">Department of Pancreatology and Digestive Oncology, Beaujon Hospital (APHP.Nord), 100 Boulevard du Général Leclerc, Clichy 92110, France</aff>
      </contrib-group>
      <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-02-25">
        <day>25</day>
        <month>02</month>
        <year>2025</year>
      </pub-date>
      <volume>17</volume>
      <issue>1</issue>
      <elocation-id>17588359251403909</elocation-id>
      <pub-history>
        <event>
          <date date-type="received" iso-8601-date="2025-08-02">
            <day>02</day>
            <month>08</month>
            <year>2025</year>
          </date>
        </event>
        <event>
          <date date-type="accepted" iso-8601-date="2025-11-17">
            <day>17</day>
            <month>11</month>
            <year>2025</year>
          </date>
        </event>
      </pub-history>
      <permissions>
        <copyright-statement>© 2025 SAGE Publications Ltd unless otherwise noted. Manuscript content on this site is licensed under Creative Commons Licenses</copyright-statement>
        <copyright-year>2025</copyright-year>
        <copyright-holder>SAGE Publications Ltd unless otherwise noted. Manuscript content on this site is licensed under Creative Commons Licenses</copyright-holder>
        <ali:free_to_read/>
        <license>
          <ali:license_ref>https://creativecommons.org/licenses/by-nc/4.0/</ali:license_ref>
        </license>
      </permissions>
      <abstract>
        <p>Background:</p>
        <p>In non-metastatic pancreatic adenocarcinoma (PDAC), the appropriate evaluation of tumor response to neoadjuvant treatment (NAT) has a substantial prognostic impact, but the tools used to assess it are imperfect and sometimes discordant.</p>
        <p>Objectives:</p>
        <p>We aimed to explore the prognostic impact of morphological and pathological evaluations of tumor response to NAT.</p>
        <p>Design:</p>
        <p>Single-center retrospective observational study.</p>
        <p>Methods:</p>
        <p>We retrospectively studied all patients with borderline or locally advanced PDAC who underwent surgery after neoadjuvant chemotherapy (NAC) with FOLFIRINOX, ±additional chemoradiation (NACR) between 2016 and 2022 in a tertiary center. Morphological response was evaluated according to RECIST 1.1, and pathological response was assessed according to the CAP score and proportion of viable tumor cells (VTC). The primary endpoint was recurrence-free survival (RFS), and the secondary endpoint was overall survival (OS). Factors associated with the risk of recurrence were analyzed using ROC curves and multivariable Cox proportional hazard models.</p>
        <p>Results:</p>
        <p>We included 91 patients (52% male, median age 66, 83% with borderline PDAC) who underwent surgery following NAC with additional NACR in 85% of patients. Overall, 38% of patients had an objective morphological response according to RECIST 1.1, which was not associated with prolonged RFS HR 1.16, 95% CI (0.62–2.10), p = 0.64). Conversely, poor pathological response was associated with shorter RFS on multivariable analysis, notably VTC ⩾ 30% (HR 2.28, 95% CI [1.08–5.13], p = 0.037). Median OS was 62.2 months with VTC ⩾ 30% versus 45.1 months with VTC &lt; 30% (p = 0.025). Identifying PDAC with VTC &lt; or ⩾30% had a strong reproducibility (kappa 0.86).</p>
        <p>Conclusion:</p>
        <p>Morphological response per RECIST should not be the aim of NAT in patients with PDAC. Conversely, the proportion of VTC could be a reproducible, simple, and effective prognostic tool. Should this marker be further confirmed as valuable, it may help inform the adaptation of adjuvant treatment and follow-up in this setting.</p>
      </abstract>
      <kwd-group kwd-group-type="author">
        <kwd>morphological response</kwd>
        <kwd>neoadjuvant therapy</kwd>
        <kwd>pancreatectomy</kwd>
        <kwd>pancreatic neoplasms</kwd>
        <kwd>pathological response</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body><sec sec-type="intro" id="section7-17588359251403909"><title>Introduction</title><p>Pancreatic ductal adenocarcinoma (PDAC) is the 12th most frequent and 7th most common cause of cancer death worldwide,<sup>
<xref rid="bibr1-17588359251403909" ref-type="bibr">1</xref>
</sup> and its incidence is increasing worldwide.<sup>
<xref rid="bibr2-17588359251403909" ref-type="bibr">2</xref>
</sup> Whenever feasible, surgical resection offers the only opportunity for prolonged survival. However, at the time of diagnosis, only 10%–15% of patients have resectable disease.<sup>
<xref rid="bibr3-17588359251403909" ref-type="bibr">3</xref>
</sup> According to the criteria of the International Association of Pancreatology (IAP), the definition of resectability is based on anatomic factors (tumor contact with vessels), serum carbohydrate antigen (CA) 19–9 level, and performance status.<sup>
<xref rid="bibr4-17588359251403909" ref-type="bibr">4</xref>
</sup> In patients with borderline resectable or locally advanced but potentially resectable PDAC, neoadjuvant treatment (NAT), which relies on neoadjuvant chemotherapy (NAC) with or without additional neoadjuvant chemoradiation (NACR), aims at obtaining tumor response or control to consider secondary resectability. Nevertheless, the 5-year overall survival (OS) rate hardly exceeds 30% after surgical resection despite NAT,<sup>
<xref rid="bibr5-17588359251403909" ref-type="bibr">5</xref>
</sup> which can be explained in part by the presence of occult metastatic disease and circulating tumor cells.<sup>
<xref rid="bibr6-17588359251403909" ref-type="bibr">6</xref>
</sup></p><p>Factors associated with favorable outcomes in patients undergoing resection after NAT include extended duration of chemotherapy (⩾6 cycles), decrease in the CA19-9 level following NAC, major pathological response (based on the College of American Pathologist [CAP] tumor regression grading (TRG)) and complete surgical resection (R0).<sup><xref rid="bibr7-17588359251403909" ref-type="bibr">7</xref><xref rid="bibr8-17588359251403909" ref-type="bibr"/><xref rid="bibr9-17588359251403909" ref-type="bibr"/>–<xref rid="bibr10-17588359251403909" ref-type="bibr">10</xref></sup> Of note, the relevance of the CAP score has been questioned. The assessment of response to antineoplastic agents in solid tumors relies on the morphological RECIST 1.1 criteria,<sup>
<xref rid="bibr11-17588359251403909" ref-type="bibr">11</xref>
</sup> as it is usually associated with positive outcomes. However, in patients with PDAC receiving NAT, the ability of morphological response to predict OS has been contradictory in the literature and is highly debated.<sup><xref rid="bibr9-17588359251403909" ref-type="bibr">9</xref>,<xref rid="bibr12-17588359251403909" ref-type="bibr">12</xref></sup> Notably, several studies have reported that morphological downstaging after NAT is not associated with R0 resection, histological response, or prolonged survival in patients with resected PDAC.<sup><xref rid="bibr7-17588359251403909" ref-type="bibr">7</xref>,<xref rid="bibr12-17588359251403909" ref-type="bibr">12</xref>,<xref rid="bibr13-17588359251403909" ref-type="bibr">13</xref></sup></p><p>This study aimed to assess the association of morphological and pathological response to NAT on recurrence-free survival (RFS) in patients operated on for a non-metastatic PDAC.</p></sec><sec sec-type="methods" id="section8-17588359251403909"><title>Methods</title><sec id="section9-17588359251403909"><title>Patients</title><p>We conducted a retrospective study in one high-volume expert center in France (Beaujon Hospital, Clichy, France). We studied the medical records of all consecutive patients with pathologically proven PDAC who were operated on by pancreaticoduodenectomy (PD) following NAT between 01/01/2016 and 01/01/2022. NAT consisted of NAC using FOLFIRINOX, followed or not by NACR. We only included patients with borderline resectable or locally advanced but potentially secondarily resectable PDAC. Patients who received another type of NAC other than FOLFIRINOX and those with other concomitant active malignancies were not included. We excluded patients with early (&lt;1 month) postoperative death, unavailable postoperative data, non-measurable tumor at baseline, and/or who performed baseline CT scan more than 1 month before the first cycle of NAC.</p></sec><sec id="section10-17588359251403909"><title>Treatment procedures</title><p>All therapeutic indications were decided during dedicated weekly multidisciplinary tumor boards, following national guidelines.<sup>
<xref rid="bibr14-17588359251403909" ref-type="bibr">14</xref>
</sup> The clinical tumor stage, that is, borderline resectable or locally advanced but potentially secondarily resectable, was determined on contrast-enhanced CT scan done at initial diagnosis. The absence of liver metastases was assessed on systematic liver MRI, including diffusion-weighted sequences.</p><p>One cycle of FOLFIRINOX consisted of a 2-h infusion of oxaliplatin (85 mg/m<sup>2</sup>) followed by a 2-h infusion of leucovorin (400 mg/m<sup>2</sup>) concomitantly with a 90-min infusion of irinotecan (150 mg/m<sup>2</sup>), followed by a 46-h continuous infusion of 5-fluorouracil (2400 mg/m<sup>2</sup>), every 2 weeks. The decision to administer additional NACR was made during a multidisciplinary team meeting (involving oncologists, surgeons, and radiation oncologists), when imaging following NAC showed persistent vein encasement or deformation, or arterial contact, suggesting that an R0 resection would only be achievable following further treatment. When done, NACR consisted of 54 Gy delivered in 30 daily fractions over 6 weeks with concurrent capecitabine at 800 mg/m<sup>2</sup> twice daily on days of radiation therapy. The planned target volume was determined on a dedicated simulation contrast-enhanced CT as previously described.<sup>
<xref rid="bibr15-17588359251403909" ref-type="bibr">15</xref>
</sup> A CT scan was performed within 1 month before NAC initiation and after every six cycles, and 4–6 weeks after NACR if performed. Patients underwent standardized clinical and biological evaluation before every chemotherapy cycle and weekly during NACR.</p><p>Surgical resection was decided in a tumor board meeting in patients with clinical (no pain and weight gain) and biological (normalization or CA 19-9 &lt; 200) response, and without radiological progression. All patients had a CT scan, MRI, and, if needed, a PET scan within 1 month before surgery. Venous resection was frequently planned except in patients who had invasion of superior mesenteric vein collaterals and/or complete stenosis of the venous axis with cavernous circulation. In patients with superior mesenteric artery invasion, surgery was considered only in patients with a short segment (&lt;2 cm), lateral invasion (&lt;180), without arterial stenosis, and in whom liberation of the SMA can be done without resection. No case of SMA resection was done. Surgery was done 4–8 weeks after the end of radiotherapy, and laparoscopic exploration was considered in some patients with doubtful extra-pancreatic disease despite complete preoperative exploration. Surgical resection was planned preoperatively, and a few patients had arterial sheath biopsies to rule out tumoral invasion. Some selected cases were operated on by the laparoscopic approach.</p><p>Postoperative follow-up consisted of clinical, biological, and CT examinations at least every 3 months for the first 2 years and every 6 months thereafter. All patients with compatible clinical conditions received adjuvant chemotherapy for 3–6 months, as decided during multidisciplinary tumor boards in accordance with national guidelines, starting within 12 weeks after the date of surgery.<sup>
<xref rid="bibr14-17588359251403909" ref-type="bibr">14</xref>
</sup></p></sec><sec id="section11-17588359251403909"><title>Data collection</title><p>We collected all relevant epidemiological, tumor, treatment, and follow-up de-identified data on a predefined standardized electronic chart. Postoperative complications (within 3 months) were scored according to the Clavien-Dindo classification.<sup>
<xref rid="bibr16-17588359251403909" ref-type="bibr">16</xref>
</sup></p><p>Morphological data (PDAC size, initial stage, response, and recurrence) were reassessed centrally on CT scans by two experienced radiologists who were blinded from the other data. Tumor response after NAT (i.e., after NAC and after NACR) was measured according to RECIST 1.1 (as a complete response (CR), partial response [PR], or stable disease [SD]).<sup>
<xref rid="bibr11-17588359251403909" ref-type="bibr">11</xref>
</sup> Objective response refers to either CR or PR. Pathological features (ypTNM stage, R status, response) were assessed centrally by an experienced pathologist, blind to the other data. The pathological response was assessed according to CAP score, as CAP0 (complete response), CAP1 (near complete response: single/rare group(s) of cancer cells), CAP2 (partial response, residual cancer with regression), or CAP3 (poor response, no tumor regression).<sup>
<xref rid="bibr17-17588359251403909" ref-type="bibr">17</xref>
</sup> The proportion of viable tumor cells (VTC) was measured on the whole specimen by two experienced pathologists.</p><p>The study protocol conformed to the ethical guidelines outlined in the Declaration of Helsinki. As a retrospective, monocentric observational study, and in accordance with French legislation, it was exempt from institutional review board approval.</p></sec><sec id="section12-17588359251403909"><title>Statistical analyses</title><p>Continuous variables were described as medians with their 25th–75th interquartile range (IQR) and compared using the Mann–Whitney test. Categorical variables were expressed as frequencies and percentages and compared using the Chi<sup>2</sup> or Fisher’s test.</p><p>The primary endpoint was RFS, which was measured from the time of surgery to the date of recurrence. The secondary endpoint was OS, measured from the time of surgery to the date of death. Patients alive without event at their last follow-up were censored at that date. Median RFS and OS were estimated using the Kaplan–Meier method and were compared using the log-rank test.</p><p>The association between the proportion of VTC and the 2-year RFS rate was explored using the area under the receiver-operating curve (AUROC) and its 95% confidence interval. The best threshold was determined using the Youden method. The interobserver reproducibility of this threshold (i.e., classification of VTC &lt; 30% or ⩾30%) was determined by computing Cohen’s kappa coefficient on a random sample of 15 patients. Variables associated with RFS, and then those associated with OS, were explored using Cox proportional hazards backward stepwise multivariable regression models, which included non-collinear, clinically relevant variables. Values of <italic toggle="yes">p</italic> &lt; 0.05 were considered statistically significant. All statistical tests were bilateral. Statistical analyses were performed with the Prism software (version 10, Graphpad).</p><p>The reporting of this study conforms to the STROBE guidelines<sup>
<xref rid="bibr18-17588359251403909" ref-type="bibr">18</xref>
</sup> (<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://journals.sagepub.com/doi/suppl/10.1177/17588359251403909" ext-link-type="uri">Supplemental File: STROBE checklist</ext-link>).</p></sec></sec><sec sec-type="results" id="section13-17588359251403909"><title>Results</title><sec id="section14-17588359251403909"><title>Characteristics of patients</title><p>During the study period, 154 patients were operated on by PD for a borderline resectable or locally advanced PDAC after receiving FOLFIRINOX NAC in our institution. Among them, 63 patients were excluded because of inappropriate pre-therapeutic CT scan (non-measurable lesion or too long delay before NAC initiation), absence of postoperative follow-up data, or early postoperative death (<xref rid="fig1-17588359251403909" ref-type="fig">Figure 1</xref>).</p><fig position="float" id="fig1-17588359251403909" orientation="portrait"><label>Figure 1.</label><caption><p>Flowchart of the study.</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" position="float" orientation="portrait" xlink:href="/publication/53/files/643"/></fig><p>The characteristics at the time of surgery of the 91 patients included are summarized in <xref rid="table1-17588359251403909" ref-type="table">Table 1</xref>. Briefly, the median age was 65.5 years, and the sex ratio was balanced. As expected, most patients were in good general condition with low performance status (PS) and ASA score. Most patients (78%) needed endoscopic biliary stenting to treat obstructive jaundice. At initial staging, most patients (87%) had borderline resectable PDAC, whereas 13% of patients had locally advanced PDAC due to arterial involvement.</p><table-wrap position="float" id="table1-17588359251403909" orientation="portrait"><label>Table 1.</label><caption><p>Baseline characteristics of the 91 patients.</p></caption><alternatives><graphic xmlns:xlink="http://www.w3.org/1999/xlink" position="float" orientation="portrait" xlink:href="/publication/53/files/644"/><table frame="hsides" rules="groups"><colgroup span="1"><col align="left" span="1"/><col align="char" char="." span="1"/></colgroup><tbody><tr><td rowspan="1" colspan="1">Age (years), median (IQR)</td><td rowspan="1" colspan="1">65.5 (58.4–70.5)</td></tr><tr><td rowspan="1" colspan="1">Male sex, <italic toggle="yes">n</italic> (%)</td><td rowspan="1" colspan="1">47 (52)</td></tr><tr><td rowspan="1" colspan="1">Body mass index (kg/m<sup>2</sup>), median (IQR)</td><td rowspan="1" colspan="1">23.6 (21.9–27.1)</td></tr><tr><td rowspan="1" colspan="1">Smoking, <italic toggle="yes">n</italic> (%)</td><td rowspan="1" colspan="1">20 (22)</td></tr><tr><td rowspan="1" colspan="1">Diabetes mellitus, <italic toggle="yes">n</italic> (%)</td><td rowspan="1" colspan="1">27 (30)</td></tr><tr><td rowspan="1" colspan="1">Biliary stent, <italic toggle="yes">n</italic> (%)</td><td rowspan="1" colspan="1">71 (78)</td></tr><tr><td colspan="2" rowspan="1">Performance status, <italic toggle="yes">n</italic> (%)</td></tr><tr><td rowspan="1" colspan="1"> PS0</td><td rowspan="1" colspan="1">31 (34)</td></tr><tr><td rowspan="1" colspan="1"> PS1</td><td rowspan="1" colspan="1">49 (54)</td></tr><tr><td rowspan="1" colspan="1"> PS2</td><td rowspan="1" colspan="1">3 (3)</td></tr><tr><td rowspan="1" colspan="1"> Unknown</td><td rowspan="1" colspan="1">8 (9)</td></tr><tr><td colspan="2" rowspan="1">ASA score, <italic toggle="yes">n</italic> (%)</td></tr><tr><td rowspan="1" colspan="1"> I</td><td rowspan="1" colspan="1">9 (10)</td></tr><tr><td rowspan="1" colspan="1"> II</td><td rowspan="1" colspan="1">70 (77)</td></tr><tr><td rowspan="1" colspan="1"> III</td><td rowspan="1" colspan="1">12 (13)</td></tr><tr><td colspan="2" rowspan="1">Anatomic location of PDAC, <italic toggle="yes">n</italic> (%)</td></tr><tr><td rowspan="1" colspan="1"> Head</td><td rowspan="1" colspan="1">77 (85)</td></tr><tr><td rowspan="1" colspan="1"> Neck</td><td rowspan="1" colspan="1">9 (10)</td></tr><tr><td rowspan="1" colspan="1"> Uncinate process</td><td rowspan="1" colspan="1">5 (5)</td></tr><tr><td colspan="2" rowspan="1">Initial staging, <italic toggle="yes">n</italic> (%)</td></tr><tr><td rowspan="1" colspan="1"> Borderline</td><td rowspan="1" colspan="1">79 (87)</td></tr><tr><td rowspan="1" colspan="1"> Locally advanced</td><td rowspan="1" colspan="1">12 (13)</td></tr><tr><td rowspan="1" colspan="1">Tumor size (mm) before treatment, median (IQR)</td><td rowspan="1" colspan="1">27 (24–33.5)</td></tr></tbody></table></alternatives><table-wrap-foot><fn id="table-fn1-17588359251403909"><p>ASA, American Society of Anesthesiologists; IQR, interquartile range.</p></fn></table-wrap-foot></table-wrap></sec><sec id="section15-17588359251403909"><title>Neoadjuvant treatment and morphological response</title><p>Before surgery, all 91 patients had received FOLFIRINOX NAC, consisting of an average of 6 cycles (range 4–13; <xref rid="table2-17588359251403909" ref-type="table">Table 2</xref>). Half of them did not receive 5-fluorouracil bolus (mFOLFIRINOX regimen), and the dose of oxaliplatin and/or irinotecan was reduced in 45% and 35% of patients, respectively. In comparison with the initial CT scan, the post-NAC CT scan identified morphological response (CR+PR) in 21 patients (23.1%) and SD in the 70 others (<xref rid="fig2-17588359251403909" ref-type="fig">Figure 2</xref>).</p><table-wrap position="float" id="table2-17588359251403909" orientation="portrait"><label>Table 2.</label><caption><p>Description of treatments received and their results on tumor response.</p></caption><alternatives><graphic xmlns:xlink="http://www.w3.org/1999/xlink" position="float" orientation="portrait" xlink:href="/publication/53/files/645"/><table frame="hsides" rules="groups"><colgroup span="1"><col align="left" span="1"/><col align="char" char="." span="1"/></colgroup><tbody><tr><td rowspan="1" colspan="1">Neoadjuvant FOLFIRINOX chemotherapy</td><td rowspan="1" colspan="1">91 (100)</td></tr><tr><td rowspan="1" colspan="1"> Number of cycles, median (IQR)</td><td rowspan="1" colspan="1">6 (5–7)</td></tr><tr><td rowspan="1" colspan="1"> No 5-fluorouracile bolus, <italic toggle="yes">n</italic> (%)</td><td rowspan="1" colspan="1">45 (49)</td></tr><tr><td rowspan="1" colspan="1"> Irinotecan dose reduction, <italic toggle="yes">n</italic> (%)</td><td rowspan="1" colspan="1">32 (35)</td></tr><tr><td rowspan="1" colspan="1"> Oxaliplatin dose reduction, <italic toggle="yes">n</italic> (%)</td><td rowspan="1" colspan="1">41 (45)</td></tr><tr><td rowspan="1" colspan="1">Neoadjuvant chemo-radiotherapy, <italic toggle="yes">n</italic> (%)</td><td rowspan="1" colspan="1">77 (85)</td></tr><tr><td rowspan="1" colspan="1"> Dose (Gy), median (IQR)</td><td rowspan="1" colspan="1">54 (50.4–54)</td></tr><tr><td colspan="2" rowspan="1">Morphological response after neoadjuvant treatment, <italic toggle="yes">n</italic> (%)</td></tr><tr><td rowspan="1" colspan="1"> Complete response (CR)</td><td rowspan="1" colspan="1">13 (14)</td></tr><tr><td rowspan="1" colspan="1"> Partial response (PR)</td><td rowspan="1" colspan="1">22 (24)</td></tr><tr><td rowspan="1" colspan="1"> Stable disease (SD)</td><td rowspan="1" colspan="1">56 (62)</td></tr><tr><td colspan="2" rowspan="1">Pancreatic surgery</td></tr><tr><td rowspan="1" colspan="1"> Vein reconstruction, <italic toggle="yes">n</italic> (%)</td><td rowspan="1" colspan="1">55 (60)</td></tr><tr><td rowspan="1" colspan="1"> Clavien grade III/IV complications, <italic toggle="yes">n</italic> (%)</td><td rowspan="1" colspan="1">13 (14)</td></tr><tr><td rowspan="1" colspan="1"> Length of hospitalization (days), median (IQR)</td><td rowspan="1" colspan="1">16 (12–20)</td></tr><tr><td colspan="2" rowspan="1">Pathological morphology of the resected specimen, <italic toggle="yes">n</italic> (%)</td></tr><tr><td rowspan="1" colspan="1"> Well-differentiated carcinoma</td><td rowspan="1" colspan="1">51 (56)</td></tr><tr><td rowspan="1" colspan="1"> Moderately differentiated carcinoma</td><td rowspan="1" colspan="1">34 (37)</td></tr><tr><td rowspan="1" colspan="1"> Poorly differentiated carcinoma</td><td rowspan="1" colspan="1">6 (7)</td></tr><tr><td colspan="2" rowspan="1">Primary tumor pathological stage, <italic toggle="yes">n</italic> (%)</td></tr><tr><td rowspan="1" colspan="1"> ypT0</td><td rowspan="1" colspan="1">3 (3)</td></tr><tr><td rowspan="1" colspan="1"> ypT1</td><td rowspan="1" colspan="1">37 (41)</td></tr><tr><td rowspan="1" colspan="1"> ypT2</td><td rowspan="1" colspan="1">39 (43)</td></tr><tr><td rowspan="1" colspan="1"> ypT3</td><td rowspan="1" colspan="1">11 (12)</td></tr><tr><td rowspan="1" colspan="1"> ypT4</td><td rowspan="1" colspan="1">1 (1)</td></tr><tr><td colspan="2" rowspan="1">Lymph-node metastasis pathological stage, <italic toggle="yes">n</italic> (%)</td></tr><tr><td rowspan="1" colspan="1"> ypN0</td><td rowspan="1" colspan="1">65 (71)</td></tr><tr><td rowspan="1" colspan="1"> ypN1</td><td rowspan="1" colspan="1">20 (22)</td></tr><tr><td rowspan="1" colspan="1"> ypN2</td><td rowspan="1" colspan="1">6 (7)</td></tr><tr><td rowspan="1" colspan="1">Incomplete resection (R1), <italic toggle="yes">n</italic> (%)</td><td rowspan="1" colspan="1">15 (16)</td></tr><tr><td colspan="2" rowspan="1">Pathological response (CAP score), <italic toggle="yes">n</italic> (%)</td></tr><tr><td rowspan="1" colspan="1"> CAP0</td><td rowspan="1" colspan="1">3 (2)</td></tr><tr><td rowspan="1" colspan="1"> CAP1</td><td rowspan="1" colspan="1">19 (21)</td></tr><tr><td rowspan="1" colspan="1"> CAP2</td><td rowspan="1" colspan="1">54 (59)</td></tr><tr><td rowspan="1" colspan="1"> CAP3</td><td rowspan="1" colspan="1">15 (16)</td></tr><tr><td rowspan="1" colspan="1">Percent viable cells (%), median (IQR)</td><td rowspan="1" colspan="1">30 (18–60)</td></tr><tr><td colspan="2" rowspan="1">Adjuvant chemotherapy, <italic toggle="yes">n</italic> (%)</td></tr><tr><td rowspan="1" colspan="1"> None</td><td rowspan="1" colspan="1">12 (13)</td></tr><tr><td rowspan="1" colspan="1"> LV5FU2</td><td rowspan="1" colspan="1">48 (53)</td></tr><tr><td rowspan="1" colspan="1"> mFOLFIRINOX</td><td rowspan="1" colspan="1">21 (23)</td></tr><tr><td rowspan="1" colspan="1"> FOLFIRI</td><td rowspan="1" colspan="1">4 (4)</td></tr><tr><td rowspan="1" colspan="1"> Gemcitabine + capecitabine</td><td rowspan="1" colspan="1">4 (4)</td></tr><tr><td rowspan="1" colspan="1"> Gemcitabine</td><td rowspan="1" colspan="1">3 (3)</td></tr><tr><td rowspan="1" colspan="1">Number of cycles of adjuvant chemotherapy, median (IQR)</td><td rowspan="1" colspan="1">6 (6–6)</td></tr></tbody></table></alternatives><table-wrap-foot><fn id="table-fn2-17588359251403909"><p>CAP, College of American Pathologist.</p></fn></table-wrap-foot></table-wrap><fig position="float" id="fig2-17588359251403909" orientation="portrait"><label>Figure 2.</label><caption><p>Waterfall plot of the evolution of tumor size after neoadjuvant chemotherapy (NAC) ± additional neoadjuvant chemo-radiotherapy (NACR).</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" position="float" orientation="portrait" xlink:href="/publication/53/files/646"/></fig><p>Then, 77 patients (85%) received additional NACR as decided during tumor board, to improve resection margins<sup>
<xref rid="bibr10-17588359251403909" ref-type="bibr">10</xref>
</sup> (<xref rid="table2-17588359251403909" ref-type="table">Table 2</xref>). NACR yielded a further decrease in tumor size in 37 patients (48%, green plots in <xref rid="fig2-17588359251403909" ref-type="fig">Figure 2</xref>) and an increase in tumor size in 4 patients (5%, red plots in <xref rid="fig2-17588359251403909" ref-type="fig">Figure 2</xref>). In comparison with the initial CT scan, the post-NACR CT scan identified objective response in 30/77 patients (39%), including 14 patients (18%) who had not achieved objective response after NAC. Overall, NAT (NAC ± NACR) yielded objective morphological response in 35/91 patients (38%).</p></sec><sec id="section16-17588359251403909"><title>Surgery and postoperative evolution</title><p>Surgery was performed a median of 62 days (IQR, 48–73) after the end of NAT. PD was associated with porto-mesenteric vein reconstruction in 60% of cases (<xref rid="table2-17588359251403909" ref-type="table">Table 2</xref>). Severe (Clavien-Dindo grade III/IV) postoperative complications occurred in 13 patients. At the histopathological examination of the resected specimens, most PDAC were classified as well (56%) or moderately (37%) differentiated. Tumor stage mostly consisted of ypT1 or ypT2 (84%), and 29% were associated with lymph-node metastases (median lymph-node ratio 0.11, IQR [0.05–0.16]). Overall, 22 patients (24%) had a pathological complete (CAP0) or nearly complete (CAP1) response. The median proportion of VTC was 30% (IQR, 18–60).</p><p>Following surgery, 79 patients (87%) received adjuvant chemotherapy, which was initiated a median of 61 days (IQR, 49–73) after surgery (<xref rid="table2-17588359251403909" ref-type="table">Table 2</xref>). Adjuvant chemotherapy mostly consisted of LV5FU2 (53%) or mFOLFIRINOX (23%). 13% of patients did not receive adjuvant chemotherapy due to a general health status incompatible with the administration of adjuvant treatment within the required timeframe (12 weeks).</p></sec><sec id="section17-17588359251403909"><title>Recurrence-free survival and associated factors</title><p>The median postoperative follow-up was 32.1 months (95% CI (28.6–35.5)). During this follow-up, 51 patients (56%) had recurrence. The first site of recurrence was the liver, lungs, the peritoneum, local, and cutaneous in 20, 16, 11, 3, and 1 patients, respectively. Median RFS was 26.2 months (IC 95% (22.3–30.1)).</p><p>There was no statistically significant association between the percent of tumor size evolution after NAT (as depicted in <xref rid="fig2-17588359251403909" ref-type="fig">Figure 2</xref>) and the risk of recurrence at 2 years (AUROC 0.565, 95% CI (0.44–0.69), <italic toggle="yes">p</italic> = 0.31). Accordingly, RFS was similar in patients with or without morphological response (partial or complete) after NAT (<italic toggle="yes">p</italic> = 0.62; <xref rid="fig3-17588359251403909" ref-type="fig">Figure 3(a)</xref>).</p><fig position="float" id="fig3-17588359251403909" orientation="portrait"><label>Figure 3.</label><caption><p>Kaplan–Meier curves of recurrence-free survival (RFS) and overall survival (OS) from the time of surgery. (a–c) RFS depending on (a) morphological response after neoadjuvant treatment or (b) pathological response according to CAP score or (c) the proportion of viable tumor cells (VTC) (D-E-F) OS depending on (d) morphological response after neoadjuvant treatment or (e) pathological response according to CAP score or (f) the proportion of viable tumor cells (VTC).</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" position="float" orientation="portrait" xlink:href="/publication/53/files/647"/></fig><p>There was no statistically significant association between the CAP score and the risk of recurrence (<xref rid="fig3-17588359251403909" ref-type="fig">Figure 3(b)</xref>). However, the CAP score was prognostic for RFS when used as a binary variable (CAP0-1 vs CAP2-3, median not reached vs 18.9 months, respectively, <italic toggle="yes">p</italic> = 0.038) (<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://journals.sagepub.com/doi/suppl/10.1177/17588359251403909" ext-link-type="uri">Supplemental Figure 1(A)</ext-link>).</p><p>Conversely, there was a significant association between the proportion of VTC and the risk of recurrence at 2 years (AUROC 0.671, 95% CI (0.56–0.79), <italic toggle="yes">p</italic> = 0.007), with the best threshold identified for VTC ⩾ 30, corresponding to a sensitivity of 83.7% (95% CI (70%–91.9%)) and a specificity of 47.6% (95% CI (33.4–62.3)). The determination of this threshold had excellent interobserver reproducibility, with a kappa coefficient of 0.86 ± 0.14. Accordingly, RFS was longer in patients with VTC &lt; 30% than in those with VTC ⩾ 30% (median not reached vs 17.2 months, respectively, <italic toggle="yes">p</italic> = 0.003; <xref rid="fig3-17588359251403909" ref-type="fig">Figure 3(c)</xref>).</p><p>Of note, although there was a weak but significant correlation between the evolution of tumor size on CT scans and the proportion of VTC (<italic toggle="yes">r</italic> = 0.33, <italic toggle="yes">p</italic> = 0.002; <xref rid="fig4-17588359251403909" ref-type="fig">Figure 4(a)</xref>), objective morphological response per RECIST was poorly concordant with a proportion of VAT &lt; 30% (kappa 0.20 ± 0.11; <xref rid="fig4-17588359251403909" ref-type="fig">Figure 4(b)</xref>).</p><fig position="float" id="fig4-17588359251403909" orientation="portrait"><label>Figure 4.</label><caption><p>Association between morphological and pathological responses to neoadjuvant treatment: (a) correlation between the evolution of tumor size as measured on CT scan and the proportion of viable tumor cells on the pathological examination of resected specimens (<italic toggle="yes">r</italic> = 0.33, <italic toggle="yes">p</italic> = 0.002). (b) Concordance between morphological response per RECIST and a proportion of viable tumor cells &lt; or ⩾ 30% (kappa = 0.20 ± 0.11).</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" position="float" orientation="portrait" xlink:href="/publication/53/files/648"/></fig><p>On univariable analyses, tumor stage &gt; than pT1 (HR 2.10, 95% CI (1.19–3.82), <italic toggle="yes">p</italic> = 0.012), lymph-node metastases (HR 2.41, 95% CI (1.33–4.27), <italic toggle="yes">p</italic> = 0.003), CAP2/3 score (HR 2.11, 95% CI (1.08–4.63), <italic toggle="yes">p</italic> = 0.043), and VTC ⩾ 30% (HR 2.44, 95% CI (1.29–5.01) <italic toggle="yes">p</italic> = 0.009) were significantly associated with an increased risk of recurrence (<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://journals.sagepub.com/doi/suppl/10.1177/17588359251403909" ext-link-type="uri">Supplemental Table 1</ext-link>). Of note, morphological response after NAT (HR 0.87, 95% CI (0.48–1.52), <italic toggle="yes">p</italic> = 0.62) did not significantly influence the risk of recurrence.</p><p>On multivariable analysis adjusted for the presence of a biliary stent, NACR, lymph-node metastases, and adjuvant chemotherapy, VTC ⩾ 30% was significantly associated with an increased risk of recurrence (HR 2.28, 95% CI (1.08–5.13), <italic toggle="yes">p</italic> = 0.037) while objective response after NAT did not (<xref rid="table3-17588359251403909" ref-type="table">Table 3</xref>).</p><table-wrap position="float" id="table3-17588359251403909" orientation="portrait"><label>Table 3.</label><caption><p>Multivariable Cox proportional hazard models of variables associated with the risk of recurrence.</p></caption><alternatives><graphic xmlns:xlink="http://www.w3.org/1999/xlink" position="float" orientation="portrait" xlink:href="/publication/53/files/649"/><table frame="hsides" rules="groups"><colgroup span="1"><col align="left" span="1"/><col align="char" char="." span="1"/><col align="char" char="." span="1"/><col align="char" char="." span="1"/></colgroup><thead><tr><th align="left" rowspan="1" colspan="1">Variable</th><th align="left" rowspan="1" colspan="1">HR</th><th align="left" rowspan="1" colspan="1">95% CI</th><th align="left" rowspan="1" colspan="1"><italic toggle="yes">p</italic> Value</th></tr></thead><tbody><tr><td rowspan="1" colspan="1">Biliary stent (vs absence)</td><td rowspan="1" colspan="1">1.85</td><td rowspan="1" colspan="1">0.85–4.49</td><td rowspan="1" colspan="1">0.14</td></tr><tr><td rowspan="1" colspan="1">NACR (vs NAC only)</td><td rowspan="1" colspan="1">0.80</td><td rowspan="1" colspan="1">0.38–1.89</td><td rowspan="1" colspan="1">0.58</td></tr><tr><td rowspan="1" colspan="1">Objective response after NAT (vs stability)</td><td rowspan="1" colspan="1">1.16</td><td rowspan="1" colspan="1">0.62–2.10</td><td rowspan="1" colspan="1">0.64</td></tr><tr><td rowspan="1" colspan="1">Lymph-node metastases (vs absence)</td><td rowspan="1" colspan="1">1.58</td><td rowspan="1" colspan="1">0.80–3.11</td><td rowspan="1" colspan="1">0.18</td></tr><tr><td rowspan="1" colspan="1">Viable tumor cells ⩾ 30%</td><td rowspan="1" colspan="1">2.28</td><td rowspan="1" colspan="1">1.08–5.13</td><td rowspan="1" colspan="1">0.037</td></tr><tr><td rowspan="1" colspan="1">Adjuvant chemotherapy (vs absence)</td><td rowspan="1" colspan="1">0.67</td><td rowspan="1" colspan="1">0.31–1.66</td><td rowspan="1" colspan="1">0.34</td></tr></tbody></table></alternatives></table-wrap></sec><sec id="section18-17588359251403909"><title>Overall survival</title><p>Thirty-four (37%) patients died during the follow-up. The cause of death was PDAC for 32 patients, one patient died from a postoperative late complication (liver ischemia), and one from liver cirrhosis. Median OS from surgery was 59.3 months (95% CI (55.8–62.8). On univariable analyses, tumor stage &gt; than pT1 (HR 2.13, 95% CI (1.06-4.48), <italic toggle="yes">p</italic> = 0.038), lymph-node metastases (HR 2.42, 95% CI (1.14–4.95), <italic toggle="yes">p</italic> = 0.017), and VTC ⩾ 30% (HR 2.52, 95% CI (1.15–6.33), <italic toggle="yes">p</italic> = 0.031) were significantly associated with shorter OS (<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://journals.sagepub.com/doi/suppl/10.1177/17588359251403909" ext-link-type="uri">Supplemental Table 2</ext-link>).</p><p>The risk of death was neither influenced by morphological response after NAT (<xref rid="fig3-17588359251403909" ref-type="fig">Figure 3(d)</xref>) nor by the CAP score (<xref rid="fig3-17588359251403909" ref-type="fig">Figure 3(e)</xref>), while OS was numerically longer in patients with CAP0-1 than in those with CAP 2–3 (median 58.2 vs 48.1 months, respectively, <italic toggle="yes">p</italic> = 0.085) (<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://journals.sagepub.com/doi/suppl/10.1177/17588359251403909" ext-link-type="uri">Supplemental Figure 1(B)</ext-link>). Conversely, OS was significantly longer in patients with VTC &lt;30% (62.2 months) than in those with VTC ⩾ 30% (45.1 months, <italic toggle="yes">p</italic> = 0.025; <xref rid="fig3-17588359251403909" ref-type="fig">Figure 3(f)</xref>).</p><p>On multivariable analysis adjusted on male sex, initial stage, and lymph-node metastases, viable tumor cells &gt; 30% were associated with a 2.45-fold increased risk of death (IC 95%, (1.00–6.62)), although this result was not statistically significant (<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://journals.sagepub.com/doi/suppl/10.1177/17588359251403909" ext-link-type="uri">Supplemental Table 2</ext-link>).</p></sec></sec><sec sec-type="discussion" id="section19-17588359251403909"><title>Discussion</title><p>To our knowledge, the present study is the first to compare morphological and pathological responses to predict recurrence after PD following NAT for PDAC. It is also the first study to propose VTC ⩾ 30% as an effective tool for predicting RFS. This pathological marker is reproducible, simpler, and more accurate than the CAP score.</p><p>Our study is consistent with several others that have demonstrated the inaccuracy of CT scans to evaluate the response to NAT. In particular, radiological assessment does not predict R0 resection or pathological response, which are associated with better OS.<sup><xref rid="bibr13-17588359251403909" ref-type="bibr">13</xref>,<xref rid="bibr19-17588359251403909" ref-type="bibr">19</xref></sup> In the study of Cassinoto et al.,<sup>
<xref rid="bibr20-17588359251403909" ref-type="bibr">20</xref>
</sup> an overestimation of tumor size was reported with a variability of 10 mm after NAT. In addition, 12/31 patients assessed as being at risk for R1 resection based on CT data were ultimately found to have an R0 resection after NAT. The misinterpretation of CT scan after NAT may be linked to the inflammatory reaction of the peri-tumoral stroma and the inability to distinguish tumor cells from post-therapeutic fibrous tissue.<sup><xref rid="bibr19-17588359251403909" ref-type="bibr">19</xref>,<xref rid="bibr21-17588359251403909" ref-type="bibr">21</xref></sup> The evolution of tumor size (as used in RECIST criteria) does not appear to be a suitable evaluation criterion and should, therefore, not be a goal of NAT. Hence, while preoperative morphological imaging remains mandatory to ensure the absence of distant metastases or significant local progression, it may not be appropriate to evaluate response to NAT preoperatively.</p><p>Among alternatives to evaluate tumor response to NAT preoperatively, the normalization of CA 19-9 could be a better predictor of response.<sup><xref rid="bibr7-17588359251403909" ref-type="bibr">7</xref>,<xref rid="bibr22-17588359251403909" ref-type="bibr">22</xref><xref rid="bibr23-17588359251403909" ref-type="bibr"/>–<xref rid="bibr24-17588359251403909" ref-type="bibr">24</xref></sup> In addition, a few studies have demonstrated a relationship between metabolic response on [18F]-FDG PET and treatment efficacy.<sup><xref rid="bibr25-17588359251403909" ref-type="bibr">25</xref>,<xref rid="bibr26-17588359251403909" ref-type="bibr">26</xref></sup> In the study of Akita et al., 83 patients underwent [18F]-FDG PET before and after NACR. A regression &gt; 50% between pre- and post-treatment SUVmax predicted NACR efficacy and was an independent prognostic factor in multivariable analysis.<sup>
<xref rid="bibr25-17588359251403909" ref-type="bibr">25</xref>
</sup> However, the role of [18F]-FDG PET in evaluating the efficacy of NAT should be further explored in larger prospective studies to better define its role in this setting.</p><p>In contrast to radiology, major pathological response has been recognized as an independent prognostic factor in many studies.<sup><xref rid="bibr7-17588359251403909" ref-type="bibr">7</xref>,<xref rid="bibr10-17588359251403909" ref-type="bibr">10</xref>,<xref rid="bibr27-17588359251403909" ref-type="bibr">27</xref></sup> However, how pathological response should be optimally assessed is still a matter of debate, and no standardized grading system for the pathological evaluation of PDAC response to NAC has been established yet. Different criteria have been proposed, such as the primary tumor and lymph node metastasis stages and tumor regression grade, including the CAP score.<sup><xref rid="bibr28-17588359251403909" ref-type="bibr">28</xref><xref rid="bibr29-17588359251403909" ref-type="bibr"/>–<xref rid="bibr30-17588359251403909" ref-type="bibr">30</xref></sup> At our center, we used the CAP score, a four-tiered grading system that evaluates the level of response through the ratio between residual tumor and fibrosis. Indeed, the CAP score may be more closely associated with long-term prognosis than the MD Anderson<sup>
<xref rid="bibr28-17588359251403909" ref-type="bibr">28</xref>
</sup> and Evans<sup>
<xref rid="bibr29-17588359251403909" ref-type="bibr">29</xref>
</sup> scores.<sup>
<xref rid="bibr9-17588359251403909" ref-type="bibr">9</xref>
</sup> Nevertheless, the CAP score also has its limitations. Notably, the categories (CAP0—complete response, CAP1—single/rare group(s) of cancer cells, CAP2—residual cancer with regression, CAP3—no tumor regression) are unbalanced (e.g., CAP0 is very rare, while CAP2 is a very large and heterogeneous category). In addition, these categories lack objective and reproducible thresholds, which, added to the challenge of distinguishing fibrosis from tumor regression, may lead to an insufficient concordance between pathologists (e.g., the coefficient of concordance was 0.64 in the study by Cacciato et al.<sup>
<xref rid="bibr31-17588359251403909" ref-type="bibr">31</xref>
</sup> Our study is the first to investigate a threshold of VTC to predict survival. The use of VTC at a threshold of 30% as a prognostic marker for RFS presents several advantages over the traditional CAP. Unlike the CAP score, the VTC threshold of 30% is a clear and quantitative cutoff, which minimizes subjectivity in interpretation and reduces inter-observer variability. The quantitative nature of the VTC threshold makes it particularly amenable to automation and analysis via digital pathology. Thus, this new parameter could provide a more accurate assessment of tumor response while being more reproducible and having a more relevant prognostic impact. By definition, VTC could only be analyzed on a resected specimen. However, future research should focus on assessing whether preoperative imaging, including CT, MRI, or 18FDG PET-CT, could enable measurement of VTC.</p><p>The main purpose of accurately assessing pathologic response is to provide the most precise prognostic evaluation. Although all patients currently have similar postoperative follow-up protocols to detect recurrence, it may be suggested that the type and frequency of follow-up exams could be tailored to the pathologic response. In addition, pathologic response may provide valuable information on individual sensitivity to NAT and could be used to tailor the type of adjuvant treatment. In our study, the limited variety of adjuvant chemotherapy regimens prevented us from exploring this hypothesis. However, the ongoing PRODIGE-93/PANACHE-02 trial is expected to evaluate the adaptation of adjuvant chemotherapy for resected PDAC according to tumor stage after neoadjuvant therapy.</p><p>The current study had several limitations, particularly due to its retrospective nature, which introduced significant selection bias. Such selection was notably due to missing data; however, the cohort had good external validity, as evidenced by the identification of usual prognostic factors (T-stage, N-stage, and CAP stage). In addition, all patients were treated by the same expert surgical team, following the same preoperative and postoperative procedures. It is also noteworthy to highlight potential heterogeneity, as not all patients received NACR, although the proportion of patients treated with NAC only (15%) may be too limited to influence the results. While adding NACR to NAC may yield limited survival benefits, the impact on pathological response appears substantial,<sup><xref rid="bibr32-17588359251403909" ref-type="bibr">32</xref><xref rid="bibr33-17588359251403909" ref-type="bibr"/>–<xref rid="bibr34-17588359251403909" ref-type="bibr">34</xref></sup> which may potentially influence the results of our study. Finally, the high number of missing CA 19-9 values prevented us from including this variable in our analysis.</p></sec><sec sec-type="conclusions" id="section20-17588359251403909"><title>Conclusion</title><p>In conclusion, imaging-based morphological response to NAT is not associated with improved postoperative outcomes and is poorly correlated with pathological response. Therefore, this should not be the aim of NAT. Conversely, the pathological response to NAT on resected PDAC is a significant predictor of postoperative recurrence in patients with resected PDAC. Beyond its high reproducibility, the proportion of VTC &lt; 30% could be a more straightforward and more informative marker than the CAP score. Should our results be confirmed, they could lead to the consideration of adapting the type of adjuvant chemotherapy based on pathological response.</p></sec><sec sec-type="supplementary-material" id="section21-17588359251403909" specific-use="figshare"><title>Supplemental Material</title><supplementary-material id="suppl1-17588359251403909" position="float" content-type="local-data" orientation="portrait"><caption><title>sj-docx-1-tam-10.1177_17588359251403909 – Supplemental material for Comparison of radiological and pathological tools to assess response to neoadjuvant treatment in resected pancreatic ductal adenocarcinoma patients</title></caption><media xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="sj-docx-1-tam-10.1177_17588359251403909.docx" position="float" orientation="portrait"/><p>Supplemental material, sj-docx-1-tam-10.1177_17588359251403909 for Comparison of radiological and pathological tools to assess response to neoadjuvant treatment in resected pancreatic ductal adenocarcinoma patients by Anaïs Jenvrin, Riccardo Sartoris, Safi Dokmak, Anne-Laure Védie, Lucie Laurent, Matthieu Tihy, Alain Sauvanet, Vinciane Rebours, Maxime Ronot, Claire Bongrain, Anne Couvelard, Jérôme Cros and Louis de Mestier in Therapeutic Advances in Medical Oncology</p></supplementary-material><supplementary-material id="suppl2-17588359251403909" position="float" content-type="local-data" orientation="portrait"><caption><title>sj-docx-2-tam-10.1177_17588359251403909 – Supplemental material for Comparison of radiological and pathological tools to assess response to neoadjuvant treatment in resected pancreatic ductal adenocarcinoma patients</title></caption><media xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="sj-docx-2-tam-10.1177_17588359251403909.docx" position="float" orientation="portrait"/><p>Supplemental material, sj-docx-2-tam-10.1177_17588359251403909 for Comparison of radiological and pathological tools to assess response to neoadjuvant treatment in resected pancreatic ductal adenocarcinoma patients by Anaïs Jenvrin, Riccardo Sartoris, Safi Dokmak, Anne-Laure Védie, Lucie Laurent, Matthieu Tihy, Alain Sauvanet, Vinciane Rebours, Maxime Ronot, Claire Bongrain, Anne Couvelard, Jérôme Cros and Louis de Mestier in Therapeutic Advances in Medical Oncology</p></supplementary-material></sec></body>
  <back><ack><p>Not applicable.</p></ack><fn-group><fn fn-type="other"><p><bold>ORCID iDs:</bold> Anaïs Jenvrin <inline-graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/publication/53/files/650"/>
<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://orcid.org/0000-0002-8309-4991" ext-link-type="uri">https://orcid.org/0000-0002-8309-4991</ext-link></p><p>Riccardo Sartoris <inline-graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/publication/53/files/650"/>
<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://orcid.org/0000-0001-5890-0341" ext-link-type="uri">https://orcid.org/0000-0001-5890-0341</ext-link></p><p>Anne-Laure Védie <inline-graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/publication/53/files/650"/>
<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://orcid.org/0009-0007-0403-4960" ext-link-type="uri">https://orcid.org/0009-0007-0403-4960</ext-link></p><p>Matthieu Tihy <inline-graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/publication/53/files/650"/>
<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://orcid.org/0000-0002-9314-4657" ext-link-type="uri">https://orcid.org/0000-0002-9314-4657</ext-link></p><p>Vinciane Rebours <inline-graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/publication/53/files/650"/>
<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://orcid.org/0000-0002-0000-4525" ext-link-type="uri">https://orcid.org/0000-0002-0000-4525</ext-link></p><p>Maxime Ronot <inline-graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/publication/53/files/650"/>
<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://orcid.org/0000-0001-7464-3939" ext-link-type="uri">https://orcid.org/0000-0001-7464-3939</ext-link></p><p>Claire Bongrain <inline-graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/publication/53/files/650"/>
<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://orcid.org/0000-0001-6695-6775" ext-link-type="uri">https://orcid.org/0000-0001-6695-6775</ext-link></p><p>Louis de Mestier <inline-graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/publication/53/files/650"/>
<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://orcid.org/0000-0001-9715-9189" ext-link-type="uri">https://orcid.org/0000-0001-9715-9189</ext-link></p></fn><fn fn-type="supplementary-material"><p><bold>Supplemental material:</bold> Supplemental material for this article is available online.</p></fn></fn-group><sec id="section23-17588359251403909"><title>Declarations</title><fn-group><fn fn-type="other"><p><bold>Ethics approval and consent to participate:</bold> The study protocol conformed to the ethical guidelines outlined in the Declaration of Helsinki. As a retrospective, monocentric observational study, and in accordance with French legislation, it was exempted from institutional review board approval. All participants provided informed consent prior to enrollment in the study.</p></fn><fn fn-type="other"><p><bold>Consent for publication:</bold> Not applicable.</p></fn><fn fn-type="con"><p><bold>Author contributions:</bold>
<bold>Anaïs Jenvrin:</bold> Conceptualization; Data curation; Investigation; Methodology; Writing – original draft.</p><p><bold>Riccardo Sartoris:</bold> Formal analysis; Methodology; Writing – review &amp; editing.</p><p><bold>Safi Dokmak:</bold> Formal analysis; Methodology; Writing – review &amp; editing.</p><p><bold>Anne-Laure Védie:</bold> Conceptualization; Writing – review &amp; editing.</p><p><bold>Lucie Laurent:</bold> Conceptualization; Writing – review &amp; editing.</p><p><bold>Matthieu Tihy:</bold> Conceptualization; Formal analysis; Methodology; Writing – review &amp; editing.</p><p><bold>Alain Sauvanet:</bold> Conceptualization; Writing – review &amp; editing.</p><p><bold>Vinciane Rebours:</bold> Conceptualization; Supervision; Validation; Writing – review &amp; editing.</p><p><bold>Maxime Ronot:</bold> Formal analysis; Methodology; Writing – review &amp; editing.</p><p><bold>Claire Bongrain:</bold> Formal analysis; Methodology; Writing – review &amp; editing.</p><p><bold>Anne Couvelard:</bold> Formal analysis; Methodology; Writing – review &amp; editing.</p><p><bold>Jérôme Cros:</bold> Conceptualization; Formal analysis; Methodology; Writing – review &amp; editing</p><p><bold>Louis De Mestier:</bold> Conceptualization; Data curation; Formal analysis; Methodology; Supervision; Validation; Writing – review &amp; editing.</p></fn><fn fn-type="financial-disclosure"><p><bold>Funding:</bold> The authors received no financial support for the research, authorship, and/or publication of this article.</p></fn><fn fn-type="COI-statement"><p>The authors declare that there is no conflict of interest.</p></fn><fn fn-type="other"><p><bold>Availability of data and materials:</bold> The data supporting the findings of this study are available from the corresponding author upon reasonable request.</p></fn></fn-group></sec><ref-list><title>References</title><ref id="bibr1-17588359251403909"><label>1</label><mixed-citation publication-type="journal">
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