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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2024.1387531</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Oncology</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: Role of imaging in biliary tract cancer: diagnosis, staging, response prediction and image-guided therapeutics</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Gupta</surname>
<given-names>Pankaj</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1400123"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kambadakone</surname>
<given-names>Avinash</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1665390"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sirohi</surname>
<given-names>Bhawna</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/946195"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Radiodiagnosis and Imaging, Postgraduate Institute of Medical Education and Research</institution>, <addr-line>Chandigarh</addr-line>, <country>India</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Radiology, Massachusetts General Hospital, Harvard Medical School</institution>, <addr-line>Boston, MA</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Medical Oncology, BALCO Medical Centre</institution>, <addr-line>Raipur, Chhattisgarh</addr-line>, <country>India</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited and Reviewed by: Zaver Bhujwalla, Johns Hopkins Medicine, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Pankaj Gupta, <email xlink:href="mailto:Pankajgupta959@gmail.com">Pankajgupta959@gmail.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>03</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>14</volume>
<elocation-id>1387531</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>02</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>03</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Gupta, Kambadakone and Sirohi</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Gupta, Kambadakone and Sirohi</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<related-article id="RA1" related-article-type="commentary-article" xlink:href="https://www.frontiersin.org/researchtopic/32833" ext-link-type="uri">Editorial on the Research Topic <article-title>Role of imaging in biliary tract cancer: diagnosis, staging, response prediction, and image-guided therapeutics</article-title>
</related-article>
<kwd-group>
<kwd>staging</kwd>
<kwd>biliary tract cancer (BTC)</kwd>
<kwd>gallbladder cancer (GBC)</kwd>
<kwd>computed tomography</kwd>
<kwd>radiomics</kwd>
<kwd>endoscopy</kwd>
<kwd>ERCP (cholangiopancreatography</kwd>
<kwd>endoscopic retrograde)</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="46"/>
<page-count count="4"/>
<word-count count="1191"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Cancer Imaging and Image-directed Interventions</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<p>Biliary tract cancers (BTC) comprise a spectrum of cancers arising from the intrahepatic or extrahepatic biliary tree (cholangiocarcinoma, CCA) and gallbladder (gallbladder cancer, GBC) (<xref ref-type="bibr" rid="B1">1</xref>). There is marked geographical variation in the incidence of BTCs (<xref ref-type="bibr" rid="B1">1</xref>). The incidence of CCA and GBC is low in high-income countries (<xref ref-type="bibr" rid="B2">2</xref>&#x2013;<xref ref-type="bibr" rid="B4">4</xref>). The incidence of CCA is 40 times higher in endemic regions of China and Thailand (<xref ref-type="bibr" rid="B5">5</xref>). GBC incidence is the highest in women in Southern Chile and Northern India (<xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>Recent studies have shown that CCA arises from two types of stem cells that determine its radiological appearance and prognosis (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>). CCA is classified anatomically into intrahepatic CCA (iCCA) and extrahepatic CCA (perihilar and distal CCA) (<xref ref-type="bibr" rid="B9">9</xref>). Perihilar CCA is classified most commonly based on the longitudinal extent of the disease (Bismuth Corlette system). However, classification systems that consider vascular involvement, remnant liver volume, lymph node, and distant metastases (TNM, MSKCC, Deoliveira) allow better resectability assessment and prognostication (<xref ref-type="bibr" rid="B10">10</xref>).</p>
<p>The early diagnosis of BTC is challenging due to non-specific symptoms (<xref ref-type="bibr" rid="B11">11</xref>). Most patients have advanced unresectable disease at the time of diagnosis. The imaging appearance of iCCA depends on the potential cell of origin (<xref ref-type="bibr" rid="B12">12</xref>). Large and small duct types of ICCs have different morphological appearances (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Perihilar CC presents most commonly as a periductal infiltrating lesion, which must be differentiated from benign strictures (<xref ref-type="bibr" rid="B13">13</xref>). GBC manifests as a mass-replacing the gallbladder, wall-thickening, combined form, or intraluminal polypoidal form (<xref ref-type="bibr" rid="B14">14</xref>). Each form poses a distinct challenge in differentiation from benign diseases (<xref ref-type="bibr" rid="B15">15</xref>). Ultrasound (US), computed tomography (CT), and magnetic resonance imaging (MRI) are the most common imaging tests employed for the detection of BTC. US-based risk stratification systems, e.g., gallbladder reporting and data system (GB-RADS), guide the utilization of further imaging tests in patients with gallbladder lesions (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>). Multiphasic contrast-enhanced CT allows accurate staging of BTC (<xref ref-type="bibr" rid="B18">18</xref>). MRI and magnetic resonance cholangiopancreatography (MRCP) are preferred to evaluate the longitudinal extent of perihilar CC, determination of local extent and intrahepatic metastases. A multiparametric MRI has been recently proposed to characterize gallbladder wall thickening (<xref ref-type="bibr" rid="B19">19</xref>). [<sup>18</sup>F]-2-fluoro-2-deoxy-<sc>d</sc>-glucose&#x2013;positron emission tomography (FDG PET) is not recommended for primary diagnosis of BTC (<xref ref-type="bibr" rid="B20">20</xref>). FDG PET may allow accurate diagnosis of nodal metastases, distant metastases, and recurrence (<xref ref-type="bibr" rid="B21">21</xref>). Fibroblast-activated protein (FAP) is highly expressed in cancer-associated fibroblasts. Gallium 68 (<sup>68</sup>G)-FAP inhibitor (FAPI) is a molecular target of FAP. FAPI PET enables the detection of small primary or metastatic lesions with a strong desmoplastic reaction. 68G-FAPI PET has been reported to be superior to FDG-PET in detecting various primary tumors (<xref ref-type="bibr" rid="B22">22</xref>). In this Research Topic, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fonc.2023.1202505">Ouyang et&#xa0;al.</ext-link> reported a systematic review comparing <sup>19</sup>F-FDG PET with <sup>68</sup>G-FAPI-04 PET in primary digestive system malignancy. They reviewed 15 studies comprising 383 patients and reported higher pooled sensitivity (98% vs. 73%) and specificity of 68Ga-FAPI-04 PET (0.81 vs. 0.77) compared to FDG PET for gastric, liver, biliary tract, and pancreatic cancers.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Imaging appearance of small and large duct intrahepatic cholangiocarcinoma. <bold>(A)</bold> Contrast-enhanced CT in the portal venous phase shows small duct ICC as a heterogeneously enhancing mass (arrow) in the periphery of the liver without bile duct dilatation. <bold>(B)</bold> Large duct ICC appears as an enhancing mass (arrow) infiltrating the left sided bile ducts causing biliary dilatation (short arrows) in the delayed phase CT.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-14-1387531-g001.tif"/>
</fig>
<p>Premalignant bile duct lesions include biliary intraepithelial neoplasm (BiN) and intraductal papillary neoplasm of the bile duct (IPNB) (<xref ref-type="bibr" rid="B23">23</xref>). Bile duct adenoma (BDA) is a rare benign bile duct lesion and is considered a controversial precursor to ICC (<xref ref-type="bibr" rid="B24">24</xref>). Pre-operative diagnosis of BDA is challenging. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fonc.2023.1180186">Huang et&#xa0;al</ext-link>. reported the imaging appearance of 32 pathologically proven BDAs. The most common site was the common bile duct (68.7%), and the most common morphology was focal eccentric mass (43.7%), followed by plaque-like masses (28.1%). BDAs with CC were associated with infiltrative masses. Dynamic contrast-enhanced MRI (18 lesions) showed moderate persistent enhancement in most lesions. The accurate diagnosis of BTC and differentiation from other bile duct lesions may necessitate advanced imaging techniques (<xref ref-type="bibr" rid="B25">25</xref>). <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmed.2023.1175034">Deng et&#xa0;al.</ext-link> reported a case where they used a single-operator peroral cholangioscopy system (SpyGlass) for diagnosing extrahepatic bile duct stricture seen at CT and MRI. Endoscopic retrograde cholangiopancreatography (ERCP) and cholangiogram revealed an indeterminate stricture. SpyGlass revealed an oval lesion with smooth, overlying mucosa. Extrahepatic biliary cystadenoma was confirmed at surgery. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmed.2023.1143978">Zhu et&#xa0;al.</ext-link> compared the diagnostic accuracy of cytobrush, ERCP-guided biopsy, SpyGlass direct visual impression, and SpyGlass-guided biopsy (SpyBite) in the differentiation of benign and malignant biliary strictures in 1008 patients. The highest sensitivity was reported for SpyGlass (100%), followed by SpyBite (61.5%). However, the specificity of SpyGlass (55.6%) was significantly inferior to other methods (99-100%).</p>
<p>Identifying novel molecular targets may improve survival in patients with locally advanced BTC (<xref ref-type="bibr" rid="B26">26</xref>). Actionable molecular aberrations have been reported in up to 40% of ICC (<xref ref-type="bibr" rid="B27">27</xref>). The most promising molecular targets in ICC are isocitrate dehydrogenase 1 (IDH1) and fibroblast growth factor receptor 2 (FGFR2) (<xref ref-type="bibr" rid="B28">28</xref>). Several studies have reported a favorable prognosis in patients with IDH1 and FGFR 2 alterations (<xref ref-type="bibr" rid="B29">29</xref>&#x2013;<xref ref-type="bibr" rid="B32">32</xref>). <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fonc.2023.1137510">Brandi et&#xa0;al.</ext-link> reviewed the literature on the role of IDH and FGFR molecular alterations as positive prognostic markers in CC. They highlighted the strengths and pitfalls of the available literature and concluded that better-designed trials are needed to provide conclusive evidence on the prognostic role of IDH and FGFR. Imaging studies may give a clue to the type of molecular aberration in ICC. Small bile duct ICCs are characterized by IDH and FGFR2 fusions (<xref ref-type="bibr" rid="B33">33</xref>). On the other hand, large duct ICC and extrahepatic CC show a high frequency of KRAS and TP53 gene mutations (<xref ref-type="bibr" rid="B33">33</xref>). Although there is relatively limited data on GBC, a precision medicine strategy is supported by some recent studies (<xref ref-type="bibr" rid="B34">34</xref>). Comprehensive genomic profiling of 760 GBC patients identified at least one actionable genetic aberration in 86.6% (<xref ref-type="bibr" rid="B35">35</xref>). The most frequent actionable gene alteration was CKDN2A, followed by ERBB2/HER-2. Anti-HER2-directed therapy may improve outcomes in unresectable GBC (<xref ref-type="bibr" rid="B35">35</xref>).</p>
<p>Imaging studies provide data for downstream tasks relevant to diagnosis, prognostication, or identification of gene mutations (<xref ref-type="bibr" rid="B36">36</xref>). Radiomics is one approach that extracts many quantitative features from radiological images (<xref ref-type="bibr" rid="B37">37</xref>). Radiomic data can also be used for tasks based on artificial intelligence (AI) (<xref ref-type="bibr" rid="B38">38</xref>). There are several studies on using radiomics and AI in BTC (<xref ref-type="bibr" rid="B39">39</xref>&#x2013;<xref ref-type="bibr" rid="B46">46</xref>). <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fonc.2023.1133867">Chen et&#xa0;al.</ext-link> extensively reviewed the current status of radiomics in ICC. They highlighted studies utilizing radiomics to predict lymph node metastases, microvascular invasion, early recurrence after surgery, prediction of survival, and differentiation of ICC from other liver tumors.</p>
<p>In conclusion, imaging plays a vital role in the detection and staging of BTC and also serves as a novel biomarker for response prediction. Imaging-based radiomics and AI can potentially impact outcomes in patients with BTC.</p>
<sec id="s1" sec-type="author-contributions">
<title>Author contributions</title>
<p>PG: Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. AK: Conceptualization, Writing &#x2013; review &amp; editing. BS: Conceptualization, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s2" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec id="s3" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
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