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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell Dev. Biol.</journal-id>
<journal-title>Frontiers in Cell and Developmental Biology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell Dev. Biol.</abbrev-journal-title>
<issn pub-type="epub">2296-634X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">753456</article-id>
<article-id pub-id-type="doi">10.3389/fcell.2021.753456</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cell and Developmental Biology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Deregulation of Transcription Factor Networks Driving Cell Plasticity and Metastasis in Pancreatic Cancer</article-title>
<alt-title alt-title-type="left-running-head">van Roey et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">TF Networks in PDAC</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>van Roey</surname>
<given-names>Ruthger</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1502607/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Brabletz</surname>
<given-names>Thomas</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/191113/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Stemmler</surname>
<given-names>Marc P.</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1206702/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Armstark</surname>
<given-names>Isabell</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1432259/overview"/>
</contrib>
</contrib-group>
<aff>Department of Experimental Medicine 1, Nikolaus-Fiebiger Center for Molecular Medicine, Friedrich-Alexander University of Erlangen-N&#xfc;rnberg, <addr-line>Erlangen</addr-line>, <country>Germany</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/395510/overview">Rebecca Ann Wingert</ext-link>, University of Notre Dame, United&#x20;States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1458175/overview">Janel Kopp</ext-link>, University of British Columbia, Canada</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1141992/overview">Ling-Qing Yuan</ext-link>, Central South University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Marc P. Stemmler, <email>marc.stemmler@fau.de</email>; Isabell Armstark, <email>isabell.armstark@fau.de</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Molecular and Cellular Pathology, a section of the journal Frontiers in Cell and Developmental Biology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>753456</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 van Roey, Brabletz, Stemmler and Armstark.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>van Roey, Brabletz, Stemmler and Armstark</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Pancreatic cancer is a very aggressive disease with 5-year survival rates of less than 10%. The constantly increasing incidence and stagnant patient outcomes despite changes in treatment regimens emphasize the requirement of a better understanding of the disease mechanisms. Challenges in treating pancreatic cancer include diagnosis at already progressed disease states due to the lack of early detection methods, rapid acquisition of therapy resistance, and high metastatic competence. Pancreatic ductal adenocarcinoma, the most prevalent type of pancreatic cancer, frequently shows dominant-active mutations in <italic>KRAS</italic> and <italic>TP53</italic> as well as inactivation of genes involved in differentiation and cell-cycle regulation (<italic>e.g. SMAD4</italic> and <italic>CDKN2A</italic>). Besides somatic mutations, deregulated transcription factor activities strongly contribute to disease progression. Specifically, transcriptional regulatory networks essential for proper lineage specification and differentiation during pancreas development are reactivated or become deregulated in the context of cancer and exacerbate progression towards an aggressive phenotype. This review summarizes the recent literature on transcription factor networks and epigenetic gene regulation that play a crucial role during tumorigenesis.</p>
</abstract>
<kwd-group>
<kwd>ADM&#x2014;acinar to ductal metaplasia</kwd>
<kwd>PanIN&#x2014;pancreatic intraepithelial neoplasia</kwd>
<kwd>PDAC&#x2014;pancreatic ductal adenocarcinoma</kwd>
<kwd>transcription factors (TFs)</kwd>
<kwd>cellular plasticity</kwd>
<kwd>epigenetics (chromatin remodelling)</kwd>
<kwd>development</kwd>
</kwd-group>
<contract-num rid="cn001">TRR305 TP A03 TRR305 TP B07 TRR305 TP B01 FOR2438 P04 BR1399/9-1 BR1399/10-1</contract-num>
<contract-num rid="cn002">861196, PRECODE</contract-num>
<contract-sponsor id="cn001">Deutsche Forschungsgemeinschaft<named-content content-type="fundref-id">10.13039/501100001659</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">H2020 Marie Sk&#x142;odowska-Curie Actions<named-content content-type="fundref-id">10.13039/100010665</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Patients suffering from pancreatic cancer (PaCa) have the lowest overall survival rate compared to other cancer types in Europe, with roughly 7% surviving over 5-years (<xref ref-type="bibr" rid="B59">European Comission, 2020</xref>). Although rated as the ninth most common cancer in Europe, it is currently the fourth most common cause of cancer-related deaths and expected to rank even higher by 2025 (<xref ref-type="bibr" rid="B60">Ferlay et&#x20;al., 2016</xref>). Despite the emergence of new treatment regimens, average survival rates only marginally increased in the past decades. The most prevalent form of PaCa is pancreatic ductal adenocarcinoma (PDAC), accounting for 90% of all diagnosed cases. Different PDAC precursor lesions have been identified with pancreatic intraepithelial neoplasia (PanINs) accounting for the major lesions which continuously progress through distinct stages (<xref ref-type="bibr" rid="B104">Hruban et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B141">Macgregor-Das and Iacobuzio-Donahue, 2013</xref>). Lineage tracing in mice revealed that acinar cells undergoing acinar-to-ductal metaplasia (ADM) have the greatest propensity to form PanINs, whereas an ADM-PanIN-PDAC route in human PaCa is still controversial (<xref ref-type="bibr" rid="B124">Kopp et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B218">Storz, 2017</xref>). Mutational events driving PDAC formation have been identified, such as genetic alterations in the proto-oncogenic <italic>KRAS</italic> in early PanIN lesions, inactivation of the tumor suppressor gene <italic>CDKN2A</italic> in intermediate/late lesions, and mutations in <italic>TP53</italic> and <italic>SMAD4</italic> during the transition to carcinoma (<xref ref-type="bibr" rid="B72">Goggins et&#x20;al., 2000</xref>; <xref ref-type="bibr" rid="B242">Wilentz et&#x20;al., 2000</xref>; <xref ref-type="bibr" rid="B140">L&#xfc;ttges et&#x20;al., 2001</xref>). Unfortunately, none of these genetic mutations have yet been proven targetable.</p>
<p>The main problem of PDAC is its early propensity towards metastasis together with the lack of early-stage diagnosis and limited treatment options due to rapid acquisition of therapy resistance. Besides the described genetic alterations, early malignancy and resistance are dependent on dysregulated epigenetic and transcriptional networks. These deregulations promote cellular plasticity, which helps tumor cells to adapt to novel environmental challenges during the metastatic cascade, to evade intrinsic control mechanisms, and dampen therapeutic efficacy (<xref ref-type="bibr" rid="B172">Orth et&#x20;al., 2019</xref>). For a better prediction of disease progression and stratification of patient treatments, transcriptional profiling of resected PDAC tumors led to the identification of different molecular PDAC subtypes. Of those, two major subtypes with high tumor cellularity were described: pancreatic progenitor/classical and squamous/quasi-mesenchymal/basal-like (<xref ref-type="bibr" rid="B44">Collisson et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B160">Moffitt et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B12">Bailey et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B182">Puleo et&#x20;al., 2018</xref>). Among these subtypes, the squamous type confers the most dismal prognosis and is associated with loss of endodermal cell fate (<xref ref-type="bibr" rid="B12">Bailey et&#x20;al., 2016</xref>). In addition, this subtype is poorly-differentiated and highly chemoresistant (<xref ref-type="bibr" rid="B36">Chan-Seng-Yue et&#x20;al., 2020</xref>). In contrast, the pancreatic progenitor subtype shows enrichment for the corresponding endodermal markers with a slightly better prognosis and is well-to-moderately differentiated (<xref ref-type="bibr" rid="B12">Bailey et&#x20;al., 2016</xref>). Different samples from the same patient indicated that the pancreatic progenitor and squamous subtype can co-exist within the same tumor (<xref ref-type="bibr" rid="B89">Hayashi et&#x20;al., 2021</xref>). Moreover, these subtypes are highly plastic and can interconvert, making it even more challenging to identify specific markers and subtype-specific treatment regimens (<xref ref-type="bibr" rid="B135">Lomberk et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B26">Brunton et&#x20;al., 2020</xref>)</p>
<p>Transcription factors (TFs) are important actors in the spatio-temporal regulation of gene expression by directly binding <italic>cis</italic>-regulatory genomic elements (promoters and enhancers), recruiting cofactors (activators or repressors), and the core transcriptional machinery (<xref ref-type="bibr" rid="B132">Lee and Young, 2013</xref>). Together with other gene regulatory mechanisms, they drive cellular gene expression to orchestrate vital biological processes such as development, differentiation, cell cycle progression, tissue homeostasis, and cellular identity in a complex and tightly controlled manner. Deregulation of the delicate TF networks is a major cause of cancer and many other human diseases (<xref ref-type="bibr" rid="B64">Furney et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B132">Lee and Young, 2013</xref>). Specifically, TFs play a central role in all six hallmarks of cancer, <italic>i.e.</italic> sustained angiogenesis, endless replication, resisting cell death, insensitivity to anti-growth signals, self-sufficiency in growth signals, and activating invasion and metastasis (<xref ref-type="bibr" rid="B85">Hanahan and Weinberg, 2000</xref>, <xref ref-type="bibr" rid="B84">2011</xref>). Of note, a staggering 20% of oncogenes encode TFs and TFs are terminal effectors in oncogenic signaling, thus representing important mediators in cancer (<xref ref-type="bibr" rid="B129">Lambert et&#x20;al., 2018</xref>).</p>
<p>Several TFs orchestrating pancreatic organogenesis and driving pancreatic cell identity are deregulated in PDAC, strongly contributing to disease onset and progression. In the current review, we present an overview of our current understanding of transcriptional regulatory networks crucial in pancreas development, tissue homeostasis, and focus on recent findings illustrating how dysregulation of transcriptional networks promotes PDAC pathogenesis. In addition, we discuss the status of therapeutic strategies to target deregulated transcriptional networks and promising perspectives for the future.</p>
</sec>
<sec id="s2">
<title>2 Transcription Factors That Orchestrate Pancreas Organogenesis</title>
<p>The pancreas in the adult is comprised of an exocrine and endocrine compartment. Acini make up 90% of the cells in the mature organ and secrete nutrient-digestive zymogens, that are collected by a branched network of intralobular ducts for the release into the duodenum (<xref ref-type="bibr" rid="B130">Larsen and Grapin-Botton, 2017</xref>; <xref ref-type="bibr" rid="B11">Atkinson et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B136">Lorberbaum et&#x20;al., 2020</xref>). The endocrine cells comprise 1&#x2013;2% of the organ, are organized in islets of Langerhans and synthesize peptide hormones. They are essential for regulating blood glucose levels, produced by &#x3b1;- and &#x3b2;-cells, the main endocrine cell types that produce Glucagon and Insulin, respectively (<xref ref-type="bibr" rid="B173">Pan and Wright, 2011</xref>; <xref ref-type="bibr" rid="B15">Bastidas-Ponce et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B130">Larsen and Grapin-Botton, 2017</xref>). Pancreas organogenesis in mice starts at embryonic day (E)8.5 when the pancreas anlage is emerging as two independently forming dorsal and ventral buds that later fuse. This process is identified by <italic>Pdx1</italic> expression, which induces another key TF for pancreas formation, Ptf1&#x3b1; (p48) (<xref ref-type="bibr" rid="B27">Burlison et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B207">Shih et&#x20;al., 2013</xref>). Two phases of pancreas organogenesis can be distinguished, starting with a primary transition (E8.5-E12.5) to specify pancreatic cell types and a secondary transition (E12.5-E17.5) to establish spatial organization of the tissue and cell maturation for generating numerous endocrine and exocrine cells (<xref ref-type="bibr" rid="B15">Bastidas-Ponce et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B130">Larsen and Grapin-Botton, 2017</xref>; <xref ref-type="bibr" rid="B55">Dumasia and Pethe, 2020</xref>). Initiation and maturation depend on an orchestrated network of TF activities.</p>
<p>Analyses of gene expression patterns by <italic>in situ</italic> hybridization and immunofluorescence labeling revealed that the pancreas is specified by combined activities of Activin, Fgf2, retinoic acid, Bmp, Shh, and Notch pathways. The morphogenetic events involve the underlying mesoderm, endothelium and notochord (<xref ref-type="bibr" rid="B50">Deutsch et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B41">Chung et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B173">Pan and Wright, 2011</xref>; <xref ref-type="bibr" rid="B207">Shih et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B245">Xuan and Sussel, 2016</xref>; <xref ref-type="bibr" rid="B136">Lorberbaum et&#x20;al., 2020</xref>). Pancreas identity is specified by increasing Pdx1 levels established by a feedback loop induced by Ptf1&#x3b1; (<xref ref-type="bibr" rid="B3">Ahlgren et&#x20;al., 1996</xref>; <xref ref-type="bibr" rid="B241">Wiebe et&#x20;al., 2007</xref>). Expression maintenance of these genes is controlled by a network orchestrated by Sox9, Hnf1&#x3b2; and Foxa2 (<xref ref-type="bibr" rid="B207">Shih et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B15">Bastidas-Ponce et&#x20;al., 2017</xref>). Moreover, Sox9 is important to reinforce pancreatic identity by blocking <italic>Cdx2</italic> expression combined with activation of the Notch target <italic>Hes1,</italic> which in turn supports progenitor cell proliferation and repression of the endocrine cell inducer Ngn3 (<xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>) (<xref ref-type="bibr" rid="B112">Jensen et&#x20;al., 2000</xref>; <xref ref-type="bibr" rid="B6">Ahnfelt-R&#xf8;nne et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B206">Shih et&#x20;al., 2015</xref>). This network generates a pool of multipotent progenitor cells (MPCs) that expand by combined activation of genes encoding Nkx6.1, Mnx1, Hnf1&#x3b2;, Hnf6 (Onecut1), Prox1, Foxa2, and Gata4/6 (<xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>) (<xref ref-type="bibr" rid="B70">Gittes, 2009</xref>; <xref ref-type="bibr" rid="B173">Pan and Wright, 2011</xref>). Many of these TFs have a pivotal role in early pancreas specification, as their loss results in organ agenesis or severe hypoplasia, including Ptf1&#x3b1;, Sox9, Mnx1, Gata4/6, Hnf1&#x3b2;, and Hes1 (<xref ref-type="bibr" rid="B117">Jonsson et&#x20;al., 1994</xref>; <xref ref-type="bibr" rid="B171">Offield et&#x20;al., 1996</xref>; <xref ref-type="bibr" rid="B86">Harrison et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B133">Li et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B112">Jensen et&#x20;al., 2000</xref>; <xref ref-type="bibr" rid="B88">Haumaitre et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B199">Seymour et&#x20;al., 2007</xref>, <xref ref-type="bibr" rid="B200">2012</xref>; <xref ref-type="bibr" rid="B233">Watt et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B201">Shaw-Smith et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B245">Xuan and Sussel, 2016</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Transcription factor networks orchestrating pancreas specification and homeostasis. <bold>(A)</bold> Early events to form the pancreas anlage and MPC specification. <bold>(B)</bold> TFs involved in expansion of the MPC pool during primary transition. <bold>(C)</bold> TF networks to define tip and bipotent trunk domains. In the trunk additional networks are established for endocrine and duct specification. <bold>(D)</bold> Sketch of tip-trunk cell distribution in the pancreas progenitors highlighting TFs active in each domain&#x2019;s networks. <bold>(E)</bold> overview on TFs of each cell compartment in the adult pancreas during homeostasis.</p>
</caption>
<graphic xlink:href="fcell-09-753456-g001.tif"/>
</fig>
<p>Once pancreas identity is established, branching morphogenesis in MPCs leads to separation into tip and trunk cells, precursors of acinar and ductal structures, respectively. Initially co-expressed between E10.5 and E13.5, <italic>Nkx6-1</italic> becomes restricted to trunk and <italic>Ptf1a</italic> to tip cells. Tip cells initiate <italic>Myc</italic> (c-Myc) expression, whereas trunk cells are defined by <italic>Hnf1b</italic>, <italic>Sox9</italic>, <italic>Hnf6</italic>, and <italic>Hes1</italic> gene activities (<xref ref-type="bibr" rid="B15">Bastidas-Ponce et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B130">Larsen and Grapin-Botton, 2017</xref>). Furthermore, expansion and maintenance of the exocrine compartment is further supported by inhibition of the Hippo pathway to repress endocrine specific TF genes, including <italic>Pax6</italic>, <italic>Ngn3</italic>, <italic>Isl1,</italic> and <italic>Nkx6-1,</italic> as well as <italic>Gcg</italic> and <italic>Ins1/2</italic> (<xref ref-type="bibr" rid="B68">Gao et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B55">Dumasia and Pethe, 2020</xref>). Consequently, active Hippo signals antagonize Yap activity promoting an endocrine fate (<xref ref-type="bibr" rid="B189">Rosado-Olivieri et&#x20;al., 2019</xref>). In tip cells, Ptf1&#x3b1; induces <italic>Nr5a2</italic>, crucial for acinar identity, as Nr5a2 directly regulates <italic>Ptf1a</italic> in a feedback loop as well as <italic>Gata4</italic> and <italic>Rbpjl</italic> (<xref ref-type="fig" rid="F1">Figures 1C,D</xref>) (<xref ref-type="bibr" rid="B82">Hale et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B231">von Figura et&#x20;al., 2014</xref>). In addition to future acinar and duct cell fates, the endocrine compartment emerges in a few individual cells within the trunk that activate <italic>Ngn3</italic>, presumably by lateral inhibition orchestrated by the Notch pathway, as shown by lineage tracing in mice (<xref ref-type="bibr" rid="B77">Gu et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B166">Murtaugh et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B142">Magenheim et&#x20;al., 2011</xref>). Ngn3<sup>&#x2b;</sup> cells delaminate from the trunk epithelium, subsequently cluster and form islets of Langerhans in the proximity of the tubular epithelium (<xref ref-type="fig" rid="F1">Figure&#x20;1D</xref>) (<xref ref-type="bibr" rid="B114">Johansson et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B173">Pan and Wright, 2011</xref>; <xref ref-type="bibr" rid="B207">Shih et&#x20;al., 2013</xref>). This process is reminiscent of epithelial-mesenchymal transition (EMT), by which epithelial cells lose the epithelial identity and apical-basal polarity to gain cell motility (for more details, see <xref ref-type="boxed-text" rid="Box1">Box 1</xref>) (<xref ref-type="bibr" rid="B114">Johansson et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B173">Pan and Wright, 2011</xref>; <xref ref-type="bibr" rid="B207">Shih et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B15">Bastidas-Ponce et&#x20;al., 2017</xref>). It involves coordinated expression of <italic>Snai1</italic> (Snail) and <italic>Snai2</italic> (Slug), EMT-TFs that are directly activated by Ngn3 and repress <italic>Cdh1</italic> (E-cadherin) (<xref ref-type="fig" rid="F1">Figures 1C,D</xref>) (<xref ref-type="bibr" rid="B192">Rukstalis and Habener, 2007</xref>; <xref ref-type="bibr" rid="B74">Gouzi et&#x20;al., 2011</xref>). Interestingly, another EMT-TF, Zeb1, is also expressed at low levels in the epithelial compartment of the developing pancreas. In contrast to the role of Snail and Slug during endocrine cell delamination, Zeb1 is crucial for proper lineage specification in correct ratios and for tissue homeostasis in the adult pancreas (<xref ref-type="bibr" rid="B131">Lasierra Losada et&#x20;al., 2021</xref>). Temporal waves of TF expression initiate maturation of endocrine cells to ensure unidirectional unique cell type specification, including Neurod1, Insm1, and Rfx6, whose loss compromises islet cell identity and function (<xref ref-type="bibr" rid="B15">Bastidas-Ponce et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B130">Larsen and Grapin-Botton, 2017</xref>). Endocrine specification depends on repeated, transient rises in Ngn3 expression in the bipotent progenitor cells, that is regulated by <italic>Pax6</italic> activation, while maintained Pdx1 and Nkx6.1 levels are crucial for &#x3b2;-cell identity in the mature pancreas (<xref ref-type="bibr" rid="B66">Gannon et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B196">Schaffer et&#x20;al., 2013</xref>) (<xref ref-type="fig" rid="F1">Figure&#x20;1D</xref>).</p>
<boxed-text id="Box1">
<label>BOX 1</label>
<title>Epithelial-mesenchymal transition.</title>
<p>EMT is an embryonic program that is essential for establishing the three germ-layers and other key morphogenetic events during development, but also becomes activated during wound healing. Besides its physiological function, EMT is hijacked during progression towards metastasis in various cancers (<xref ref-type="bibr" rid="B169">Nieto et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B137">Lu and Kang, 2019</xref>). The activation of EMT governs changes in cell fate, allowing (partial) transition of stationary epithelial cells towards a motile, invasive mesenchymal state (<xref ref-type="bibr" rid="B114">Johansson et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B173">Pan and Wright, 2011</xref>; <xref ref-type="bibr" rid="B207">Shih et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B15">Bastidas-Ponce et&#x20;al., 2017</xref>). Recent findings show that the process of EMT is highly dynamic, representing a spectrum of intermediary states (<xref ref-type="bibr" rid="B116">Jolly et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B169">Nieto et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B128">Lambert et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B8">Aiello et&#x20;al., 2018</xref>). Moreover, the reverse process mesenchymal-epithelial transition (MET) promotes metastatic colonization and outgrowth, highlighting the need for cellular plasticity during the metastatic cascade (<xref ref-type="bibr" rid="B23">Brabletz, 2012</xref>; <xref ref-type="bibr" rid="B222">Takano et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B8">Aiello et&#x20;al., 2018</xref>). Various intrinsic and extrinsic signals can mediate the induction of EMT in cancer, often involving the activation of major signaling pathways, including TGF&#x3b2;, HGF, BMP, PDGF, EGF, SHH, Notch, Integrin, WNT/&#x3b2;-catenin, and NF-&#x3ba;B (<xref ref-type="bibr" rid="B221">Taipale and Beachy, 2001</xref>; <xref ref-type="bibr" rid="B91">Heldin et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B58">Espinoza and Miele, 2013</xref>; <xref ref-type="bibr" rid="B152">McCormack and O&#x2019;Dea, 2013</xref>; <xref ref-type="bibr" rid="B73">Gonzalez and Medici, 2014</xref>; <xref ref-type="bibr" rid="B157">Mihalko and Brown, 2018</xref>; <xref ref-type="bibr" rid="B223">Tam et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B244">Xu et&#x20;al., 2020</xref>). Activation of EMT by any of these cascades often converges in the activation of a core set of EMT-TFs, including ZEB1/2, Snail (<italic>SNAI1</italic>), Slug (<italic>SNAI2</italic>), and Twist (<xref ref-type="bibr" rid="B169">Nieto et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B217">Stemmler et&#x20;al., 2019</xref>). Consequently, EMT-TFs directly or indirectly downregulate genes that promote epithelial identity with apical-basal polarity, including <italic>CDH1</italic>, <italic>EPCAM</italic>, Claudins, and miR-200 family members (<xref ref-type="bibr" rid="B22">Brabletz and Brabletz, 2010</xref>; <xref ref-type="bibr" rid="B53">Dongre and Weinberg, 2019</xref>). Simultaneously, they activate mesenchymal genes that promote migration, invasion, and a front-rear polarity, including <italic>CDH2</italic>, <italic>VIM</italic>, <italic>ACTA2</italic> (&#x3b1;-SMA), <italic>FN1</italic>, and MMPs (<xref ref-type="bibr" rid="B53">Dongre and Weinberg, 2019</xref>).</p>
</boxed-text>
<p>In the adult pancreas, mature duct cells are maintained by continuous expression of trunk cell TFs, including Hnf6, Hnf1&#x3b2;, Sox9, Hes1, Pax6, Gata6, and Glis3, whereas mature acini express Ptf1&#x3b1;, Gata4, Mist1, and Nr5a2 (<xref ref-type="bibr" rid="B207">Shih et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B15">Bastidas-Ponce et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B130">Larsen and Grapin-Botton, 2017</xref>). Terminally differentiated &#x3b2;-cells are positive for Pdx1, Nkx6.1, Neurod1, Pax4/6, Rfx3, Nkx2.2, and MafA, whereas &#x3b1;-cells are defined by Arx, Pou3f4, Pax6, Rfx6, Foxa2, and MafB expression (<xref ref-type="fig" rid="F1">Figure&#x20;1E</xref>) (<xref ref-type="bibr" rid="B70">Gittes, 2009</xref>; <xref ref-type="bibr" rid="B173">Pan and Wright, 2011</xref>; <xref ref-type="bibr" rid="B207">Shih et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B32">Cano et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B46">Dassaye et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B15">Bastidas-Ponce et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B130">Larsen and Grapin-Botton, 2017</xref>; <xref ref-type="bibr" rid="B55">Dumasia and Pethe, 2020</xref>; <xref ref-type="bibr" rid="B110">Jennings et&#x20;al., 2020</xref>). Besides these regulatory circuits of TFs, correct pancreas progenitor formation, MPC identity, islet specification, and maintenance of individual cell types require epigenetic regulation and the activity of PcG proteins (<xref ref-type="bibr" rid="B55">Dumasia and Pethe, 2020</xref>). Deregulation of the established networks is an inevitable event in tumorigenesis and fosters disease progression.</p>
</sec>
<sec id="s3">
<title>3 Deregulated Expression of Transcription Factors in Tumorigenesis</title>
<sec id="s3-1">
<title>3.1 Transcription Factors Driving Pancreatic Ductal Adenocarcinoma Initiation</title>
<p>PDAC is considered to emerge from a sequential progression of pre-neoplastic precursor lesions. Different histological types of putative precursor lesions have been described: PanIN, intraductal papillary mucinous neoplasia (IPMN), and pancreatic mucinous cystic neoplasm (MCN) (<xref ref-type="bibr" rid="B102">Hruban et&#x20;al., 2000</xref>, <xref ref-type="bibr" rid="B104">2007</xref>). PanIN lesions represent the most extensively studied precursors of PDAC and are categorized from PanIN1 to PanIN3, that accumulate progressive features reflecting increasing dysplastic morphology and acquisition of genetic alterations (<xref ref-type="bibr" rid="B102">Hruban et&#x20;al., 2000</xref>, <xref ref-type="bibr" rid="B103">2001</xref>; <xref ref-type="bibr" rid="B143">Maitra et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B96">Hezel et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B79">Guerra et&#x20;al., 2007</xref>). Nevertheless, the cell of origin responsible for the initiation and early progression of PDAC remains undetermined. Despite the phenotypic similarity of these benign precursor lesions to ducts, mutant <italic>Kras</italic> expression in adult mouse ductal cells driven by <italic>CK19</italic> failed to induce PDAC, challenging the ductal origin of PDAC (<xref ref-type="bibr" rid="B24">Brembeck et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B184">Ray et&#x20;al., 2011</xref>). Data from genetically engineered mouse models (GEMMs) suggest that the expression of oncogenic <italic>Kras</italic> in acinar cells induces transdifferentiation to duct-like cells during ADM. Although still debated, several lines of evidence suggest that this process precedes the formation of PanIN lesions and ultimately causes PDAC (<xref ref-type="bibr" rid="B34">Carriere et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B79">Guerra et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B252">Zhu et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B47">De La et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B81">Habbe et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B163">Morris et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B124">Kopp et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B186">Reichert et&#x20;al., 2016</xref>). For example, analyses of patients with familial pancreatic cancer show that PanIN lesions, as well as ADM, and atypical flat lesions, can be found in human specimens (<xref ref-type="bibr" rid="B25">Brune et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B252">Zhu et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B204">Shi et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B151">Mazur et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B7">Aichler et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B97">Hidalgo-Sastre et&#x20;al., 2016</xref>). Moreover, besides the classical PanIN-to-PDAC progression model, PDAC initiation was demonstrated to evolve separately from acinar or duct cells in a PanIN-independent mechanism (<xref ref-type="bibr" rid="B61">Ferreira et&#x20;al., 2017</xref>). Likewise, expression of <italic>Kras</italic>
<sup>
<italic>G12D</italic>
</sup> in combination with haploinsufficiency of <italic>Smad4</italic> leads to a sequential progression of MCN lesions towards a distinct class of PDAC (<xref ref-type="bibr" rid="B108">Izeradjene et&#x20;al., 2007</xref>). Based on oncogenic mutations, TF networks become deregulated and cells start to transdifferentiate in multiple ways in favor of tumor progression.</p>
<p>Transdifferentiation or loss of cellular identity is a crucial feature at the onset of cancer formation (<xref ref-type="bibr" rid="B211">Slack, 2007</xref>; <xref ref-type="bibr" rid="B216">Stanger and Hebrok, 2013</xref>; <xref ref-type="bibr" rid="B243">Xiong et&#x20;al., 2019</xref>). Upon injury or inflammation (pancreatitis) in mice, acinar cells can dedifferentiate towards a duct progenitor-like state, transiently expressing acinar, ductal, or early precursor markers to replenish the pancreas during tissue regeneration (<xref ref-type="bibr" rid="B175">Parsa et&#x20;al., 1985</xref>; <xref ref-type="bibr" rid="B213">Song et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B158">Miyamoto et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B111">Jensen et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B154">Means et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B124">Kopp et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B216">Stanger and Hebrok, 2013</xref>; <xref ref-type="bibr" rid="B218">Storz, 2017</xref>). This involves the re-expression of progenitor and lineage-specific TFs and subsequent re-differentiation, demonstrating cellular plasticity induced upon injury. Acinar cell identity in mice is maintained by several cooperating TFs, such as Ptf1&#x3b1; and Mist1 (<xref ref-type="bibr" rid="B177">Pin et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B190">Rose et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B173">Pan and Wright, 2011</xref>; <xref ref-type="bibr" rid="B147">Martinelli et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B15">Bastidas-Ponce et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B130">Larsen and Grapin-Botton, 2017</xref>). Downregulation of these TFs results in the acquisition of progenitor cell characteristics and increased ADM and PanIN formation, highlighting the importance of maintained expression of these identity factors to prevent tumor initiation (<xref ref-type="bibr" rid="B158">Miyamoto et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B47">De La et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B204">Shi et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B63">Flandez et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B231">von Figura et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B125">Krah et&#x20;al., 2015</xref>). In line with that, oncogenic <italic>Kras</italic> expression prevents the acinar re-differentiation and helps to maintain a ductal phenotype after acute inflammation, <italic>e.g.</italic> during pancreatitis. This suppressed re-differentiation promotes PanIN progression (<xref ref-type="bibr" rid="B163">Morris et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B42">Collins et&#x20;al., 2012</xref>). Furthermore, during the ADM process in PDAC GEMMs, TFs involved in MPC specification or in ductal identity maintenance are (re-)expressed, including Pdx1, Hes1, and Sox9 (<xref ref-type="bibr" rid="B213">Song et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B158">Miyamoto et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B111">Jensen et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B199">Seymour et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B124">Kopp et&#x20;al., 2012</xref>). Examples of the role of specific TFs that become deregulated during the early event of transdifferentiation and tumorigenesis are discussed in more detail.</p>
<sec id="s3-1-1">
<title>3.1.1 Gata6</title>
<p>Initially, Gata6 was presented as an important regulator of early pancreas specification and cell type differentiation, showing a partially overlapping expression with Gata4 (<xref ref-type="bibr" rid="B120">Ketola et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B48">Decker et&#x20;al., 2006</xref>). Recently, Gata6 was demonstrated to be required for terminal differentiation and homeostasis of acinar cells and establishment of polarity (<xref ref-type="bibr" rid="B147">Martinelli et&#x20;al., 2013</xref>). Evidently, <italic>Gata6</italic> inactivation induces massive loss of acinar cells and fosters ADM in the pancreas (<xref ref-type="bibr" rid="B147">Martinelli et&#x20;al., 2013</xref>). In addition, <italic>Gata6</italic> ablation accelerates Kras<sup>G12D</sup> driven tumorigenesis, demonstrating that Gata6 maintains acinar differentiation by driving expression of acinar master TFs and suppressing ectopic programs in the pancreas. Hence, in this context, Gata6 functions as a tumor suppressor (<xref ref-type="bibr" rid="B149">Martinelli et&#x20;al., 2016</xref>). In fact, <italic>GATA6</italic>, among other genes encoding endodermal cell-fate determination TFs, is silenced via promoter hypermethylation in the squamous subtype of PDAC (<xref ref-type="bibr" rid="B12">Bailey et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B197">Seino et&#x20;al., 2018</xref>). In line with that, <italic>GATA6</italic> expression was preferentially detected in well-differentiated low-grade tumors upon transcription profiling (<xref ref-type="bibr" rid="B44">Collisson et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B160">Moffitt et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B51">Diaferia et&#x20;al., 2016</xref>). Interestingly, silencing of <italic>Gata6</italic> and the subsequent loss of acinar differentiation was observed during nicotine administration in mice, providing a possible link to cigarette smoking, which is a major risk factor contributing to pancreatitis and PDAC initiation (<xref ref-type="bibr" rid="B93">Hermann et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B234">Weissman et&#x20;al., 2020</xref>). These findings altogether emphasize the importance of Gata6 maintenance to prevent tumor initiation and progression towards&#x20;PDAC.</p>
</sec>
<sec id="s3-1-2">
<title>3.1.2 Mist1</title>
<p>Mist1 is another acinar specification TF that is crucial for acinar cell maturation, function, stability, and identity and is involved in establishing granule organization and exocytosis pathways (<xref ref-type="bibr" rid="B177">Pin et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B115">Johnson et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B52">Direnzo et&#x20;al., 2012</xref>). In the absence of Mist1 in pancreata with a Kras<sup>G12D</sup> mutation, destabilization of the acinar phenotype leads to acceleration of PanIN formation (<xref ref-type="bibr" rid="B204">Shi et&#x20;al., 2009</xref>). Furthermore, in cell culture models Mist1 was shown to reduce acinar cell proliferation rates by activating p21 (CIP1/WAF1) (<xref ref-type="bibr" rid="B113">Jia et&#x20;al., 2008</xref>). Data from a 3D ADM culture model revealed that forced expression of <italic>Mist1</italic> attenuates Kras<sup>G12D</sup>-induced ADM and PanIN formation (<xref ref-type="bibr" rid="B203">Shi et&#x20;al., 2013</xref>). Activation of <italic>Mist1</italic> upon orthotopic transplantation of murine PDAC cells rescues the acinar gene expression program (<xref ref-type="bibr" rid="B109">Jakubison et&#x20;al., 2018</xref>). Overall, the maintenance of a differentiated acinar identity by Mist1 protects acinar cells from early tumorigenesis.</p>
</sec>
<sec id="s3-1-3">
<title>3.1.3 Ptf1&#x3b1;</title>
<p>Ptf1&#x3b1; maintains acinar cell identity and restrains Kras-mediated tumorigenesis (<xref ref-type="bibr" rid="B190">Rose et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B225">Thompson et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B125">Krah et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B100">Hoang et&#x20;al., 2016</xref>). Nevertheless, <italic>Ptf1a</italic> is downregulated during inflammation-induced ADM and in acinar cells transformed by Kras<sup>G12D</sup> and Notch co-activation (<xref ref-type="bibr" rid="B161">Molero et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B47">De La et&#x20;al., 2008</xref>). Specifically, downregulation of <italic>Ptf1a</italic> is a necessary and rate-limiting step in ADM and neoplastic progression to PanINs and PDAC to overcome the Ptf1&#x3b1;-mediated maintenance of acinar gene signatures and quiescence in mice (<xref ref-type="bibr" rid="B125">Krah et&#x20;al., 2015</xref>). Additionally, <italic>Ptf1a</italic> was shown to be epigenetically silenced in murine ADM and PDAC cells harboring an oncogenic <italic>Kras</italic> allele (<xref ref-type="bibr" rid="B18">Benitz et&#x20;al., 2016</xref>). Moreover, the sustained expression of <italic>Ptf1a</italic> prevents and reverts Kras-driven pancreas tumorigenesis, rescues the acinar gene program in PDAC cells, and can inhibit tumor growth (<xref ref-type="bibr" rid="B109">Jakubison et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B126">Krah et&#x20;al., 2019</xref>). These examples highlight the role of Ptf1&#x3b1; as a key transcriptional regulator of acinar cell identity rendering differentiated acinar cells less sensitive for cancer initiation.</p>
</sec>
<sec id="s3-1-4">
<title>3.1.4 Pdx1</title>
<p>In the adult pancreas, the primary function of Pdx1 is the specification and maintenance of mature &#x3b2;-cells (<xref ref-type="bibr" rid="B4">Ahlgren et&#x20;al., 1998</xref>; <xref ref-type="bibr" rid="B66">Gannon et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B67">Gao et&#x20;al., 2014</xref>). During tumor formation, <italic>Pdx1</italic> is upregulated in ADM and PanINs upon overexpression of TGF&#x3b1; or expression of oncogenic <italic>Kras</italic> (<xref ref-type="bibr" rid="B213">Song et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B98">Hingorani et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B174">Park et&#x20;al., 2011</xref>). In addition, gain- and loss-of-function analyses in human PDAC cell lines resulted in increased proliferation and invasion potential in the presence of PDX1. In contrast, its loss decreases cell survival and tumor growth <italic>in vivo</italic>, suggesting that PDX1 acts as an oncogene (<xref ref-type="bibr" rid="B134">Liu et&#x20;al., 2008</xref>). In line with that, persistent Pdx1 expression in the normal pancreas promotes ADM induction via Stat3 activation. Simultaneous depletion of Stat3 blocks ADM formation (<xref ref-type="bibr" rid="B159">Miyatsuka et&#x20;al., 2006</xref>). Despite its oncogenic function, <italic>Pdx1</italic> often becomes downregulated by hypermethylation during progression towards the squamous and more aggressive subtype of PDAC. Conversely, PDX1 is part of a transcriptional network determining pancreatic endoderm cell fate and its presence results in a better prognosis in the pancreatic progenitor subtype (<xref ref-type="bibr" rid="B12">Bailey et&#x20;al., 2016</xref>). In line with this conflicting data, Pdx1 was demonstrated to act as context-dependent TF during PDAC initiation and progression. Pdx1 switches from a safeguard of acinar cell identity during early tumorigenesis to an oncogene after the establishment of ADM (<xref ref-type="bibr" rid="B191">Roy et&#x20;al., 2016</xref>). In summary, Pdx1 has two opposing functions that are activated in a context- and progression-dependent manner, emphasizing the necessity for more detailed analyses to better understand its bipartite function and prognostic&#x20;value.</p>
</sec>
<sec id="s3-1-5">
<title>3.1.5 Sox9</title>
<p>Expression of Sox9 in the adult pancreas is restricted to cytokeratin-positive duct cells including centroacinar cells (<xref ref-type="bibr" rid="B158">Miyamoto et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B199">Seymour et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B65">Furuyama et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B208">Shroff et&#x20;al., 2014</xref>). During tumor formation, it was shown that <italic>Sox9</italic> is induced in ADM and PanINs and is maintained in the pancreatic progenitor PDAC subtype (<xref ref-type="bibr" rid="B163">Morris et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B124">Kopp et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B181">Prevot et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B156">Meng et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B76">Grimont et&#x20;al., 2015</xref>). Importantly, ADM and PanINs originating from the acinar compartment require ectopic induction of <italic>Sox9</italic>. Specific depletion of Sox9 from acinar cells efficiently blocks Kras-mediated PanIN formation in mouse models (<xref ref-type="bibr" rid="B124">Kopp et&#x20;al., 2012</xref>). Furthermore, co-expression of oncogenic <italic>Kras</italic> and wild-type <italic>Sox9</italic> promotes induction of precursor lesions from the acinar compartment (<xref ref-type="bibr" rid="B124">Kopp et&#x20;al., 2012</xref>). Mechanistically, efficient repression of acinar genes and activation of ductal/progenitor genes in cells that undergo ADM is dependent on the combined expression of <italic>Sox9</italic> and <italic>Hnf6</italic>, as <italic>Hnf6</italic> overexpression also triggers ADM in mouse acinar cell lines and upon adenoviral gene delivery <italic>in vivo</italic> (<xref ref-type="bibr" rid="B181">Prevot et&#x20;al., 2012</xref>). During pancreatitis, inflammation-induced EGFR signaling was shown to induce <italic>Nfatc1</italic> and <italic>Nfatc4</italic> expression, leading to ADM and PDAC progression due to upregulation of <italic>Sox9</italic> (<xref ref-type="bibr" rid="B39">Chen et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B95">Hessmann et&#x20;al., 2016</xref>). In addition, SOX9 may play a role in the IPMN-PDAC route, however, conflicting evidence have been observed. Some studies identified a gradual decrease in SOX9-positive cells in IPMNs during progression, while others report constant or even elevated SOX9 expression in both low-grade and high-grade IPMNs compared to the normal pancreas (<xref ref-type="bibr" rid="B224">Tanaka et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B208">Shroff et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B71">Gnerlich et&#x20;al., 2019</xref>). In mice, <italic>Arid1a</italic> deficiency in the Kras<sup>G12D</sup> pancreas results in reduced Sox9 expression and less PanINs, but increased IPMN and PDAC formation. Simultaneous <italic>SOX9</italic> overexpression does not affect IPMN incidence, but reduces PDAC formation, demonstrating that Sox9 is a major downstream target of Arid1a and prevents tumor progression by promoting ductal differentiation (<xref ref-type="bibr" rid="B121">Kimura et&#x20;al., 2018</xref>). Conclusively, Sox9 is a crucial mediator of ductal- or progenitor-like identity. Due to its embedding in multiple signaling pathways and feedback loops in cell-type specification, its deregulated expression is ultimately linked to early tumorigenesis.</p>
</sec>
<sec id="s3-1-6">
<title>3.1.6 Hes1</title>
<p>In the adult pancreas, the expression of the Notch target <italic>Hes1</italic> is limited to centroacinar and ductal cells associated with progenitor cell function (<xref ref-type="bibr" rid="B158">Miyamoto et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B123">Kopinke et&#x20;al., 2011</xref>). Upregulation of <italic>Hes1</italic> by active Notch signaling was observed during ADM and PanIN formation (<xref ref-type="bibr" rid="B98">Hingorani et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B158">Miyamoto et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B111">Jensen et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B47">De La et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B178">Plentz et&#x20;al., 2009</xref>). Moreover, Notch-induced Hes1 was suggested to control the expansion of an undifferentiated precursor cell population, thereby promoting Kras-mediated tumor initiation and progression (<xref ref-type="bibr" rid="B158">Miyamoto et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B111">Jensen et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B47">De La et&#x20;al., 2008</xref>). In fact, acinar-specific expression of mutant <italic>Kras</italic> induces <italic>Hes1</italic> expression along with ADM and PanIN formation. In this context, Notch activation was shown to sensitize acinar cells to mutant <italic>Kras</italic>-induced ADM/PanIN initiation and progression (<xref ref-type="bibr" rid="B47">De La et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B170">Nishikawa et&#x20;al., 2019</xref>). Interestingly, Elastase-mediated Hes1 depletion blocks the progression from ADM to PanINs, combined with a re-differentiation to acinar cells (<xref ref-type="bibr" rid="B170">Nishikawa et&#x20;al., 2019</xref>). However, the role of Hes1 is likely more complex as in another mouse model using Ptf1&#x3b1;-mediated <italic>Hes1</italic> ablation and oncogenic <italic>Kras</italic> induction, loss of <italic>Hes1</italic> displayed increased ADM formation and accelerated PDAC tumorigenesis. Reduced numbers of high-grade PanINs were detected in this model, hinting towards tumor formation from a direct ADM-to-PDAC route that skips precancerous PanIN lesions (<xref ref-type="bibr" rid="B97">Hidalgo-Sastre et&#x20;al., 2016</xref>). These findings convey that context-specificity and maintained activity of Notch and Hes1 during homeostasis are essential regulators of tumor initiation.</p>
<p>In summary, PDAC formation depends on early pre-neoplastic events like ADM, which relies on the downregulation of TFs that control acinar cell identity, including Gata6, Mist1, and Ptf1&#x3b1;, and a gain of TFs that promote duct or MPC-like specification, including Pdx1, Sox9, and Hes1 (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). However, some controversies and the incomplete understanding of the cellular origin of PDAC warrant further analyses to decipher the TF networks that are active during early tumorigenesis.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Modulated expression of key TFs of the process of transdifferentiation during ADM. Differentiated acinar cells are specified and maintained by Gata4, Ptf1&#x3b1;, Mist1, and others, whereas duct cells depend on Sox9, Hes1, and others. During ADM several duct-specific TF networks are induced including Sox9 and Hes1, while acinar-specific networks involving Ptf1&#x3b1; and Mist1 are collapsing. ADM cells also adopt non-duct like features by activation of Pdx1, gaining more progenitor-like characteristics. Although Gata6 is required for acinar specification, but absent in mature acinar cells, its continuous expression prevents ADM.</p>
</caption>
<graphic xlink:href="fcell-09-753456-g002.tif"/>
</fig>
</sec>
</sec>
<sec id="s3-2">
<title>3.2 Transcription Factor Alterations Driving Pancreatic Ductal Adenocarcinoma Progression and Metastasis</title>
<p>Profiling of human PDAC specimens led to the identification of several PDAC subtypes (<xref ref-type="bibr" rid="B44">Collisson et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B160">Moffitt et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B183">Raphael et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B182">Puleo et&#x20;al., 2018</xref>). The classification in the different studies largely overlap with one another (<xref ref-type="bibr" rid="B43">Collisson et&#x20;al., 2019</xref>). Unsupervised clustering of PDAC tumors with high tumor cellularity identified the pancreatic progenitor and squamous subtype, suggesting that only these subtypes define the tumor compartment (<xref ref-type="bibr" rid="B160">Moffitt et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B12">Bailey et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B182">Puleo et&#x20;al., 2018</xref>). Histopathologic evaluation revealed that tumors belonging to the pancreatic progenitor subtype are moderate-to-well differentiated, whereas the squamous subtype is poorly-differentiated (<xref ref-type="bibr" rid="B182">Puleo et&#x20;al., 2018</xref>). Transcriptional network analysis of resected human PDAC specimens identified that the pancreatic progenitor subtype is enriched for TF transcripts pivotal for specifying pancreas cell-fate (<italic>e.g. PDX1</italic>, <italic>HNF4A</italic>, <italic>HNF1B</italic>, <italic>HNF1A</italic>, <italic>FOXA2</italic>, <italic>FOXA3</italic>, <italic>HES1</italic>, and <italic>MNX1</italic>) (<xref ref-type="bibr" rid="B12">Bailey et&#x20;al., 2016</xref>). The squamous subtypes shows enriched gene networks involved in TGF&#x3b2; signaling, <italic>MYC</italic> activation, inflammation, metabolic programming, and the upregulation of &#x2206;Np63 and its targets. Multi-omics analyses of 24&#x20;patient-derived xenografts (PDXs) recapitulated the presence of the pancreatic progenitor and squamous subtype (<xref ref-type="bibr" rid="B135">Lomberk et&#x20;al., 2018</xref>). Activated genes in the pancreatic progenitor subtype are mainly involved in pancreas development (<italic>e.g. GATA6</italic>, <italic>BMP2</italic>, <italic>PDX1</italic>, and <italic>SHH</italic>) and Ras signaling (<italic>e.g. KITLG</italic> and <italic>RASA3</italic>). The squamous subtype shows enrichment for pathways with strong oncogenic potential (<italic>e.g.</italic> PI3K-AKT, Hippo, and WNT), EMT (<italic>e.g.</italic> TGF&#x3b2; signaling) (<xref ref-type="boxed-text" rid="Box1">Box 1</xref>) and deregulation of genes involved in cell proliferation, differentiation and apoptosis (<italic>e.g. YAP1</italic>, <italic>CD44</italic>, <italic>MYC,</italic> and <italic>E2F7</italic>). These findings connect PDAC subtypes and differentiation states to deregulated signaling pathways. The deregulation of a subset of TFs play a pivotal role in facilitating a subtype switch to the more aggressive squamous phenotype by altering transcriptional regulatory networks. We will discuss these TFs and their effects upon deregulation.</p>
<sec id="s3-2-1">
<title>3.2.1&#x20;Subtype-specific Transcription Factors</title>
<p>The oncogenic <italic>KRAS</italic> mutation is found in over 90% of PDAC patients and results in the persistent stimulation of downstream signaling leading to sustained cell proliferation, transformation, migration, and survival (<xref ref-type="bibr" rid="B19">Biankin et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B28">Buscail et&#x20;al., 2020</xref>). Although Ras signaling is enriched in the pancreatic progenitor subtype, the activation of certain KRAS downstream mediators is able to foster the transition towards the squamous subtype. Elevation of Etv1, a downstream target of Kras, promotes stromal expansion and metastases through S<italic>parc</italic> and <italic>Has2</italic> activation in tumors generated by orthotopic transplantation of KPC cells (<xref ref-type="bibr" rid="B119">Kar and Gutierrez-Hartmann, 2013</xref>; <xref ref-type="bibr" rid="B90">Heeg et&#x20;al., 2016</xref>). <italic>Etv1</italic> overexpression induces all core EMT-TFs (<xref ref-type="boxed-text" rid="Box1">Box 1</xref>) and molecular markers associated with the mesenchymal phenotype (<italic>e.g. Vim</italic>, <italic>Mmp3</italic>, and <italic>Mmp9</italic>), whereas knockdown of <italic>Etv1</italic> reduces Zeb1 levels. Using human PaCa cell lines <italic>in&#x20;vitro</italic> it was shown that elevation of HAS2 is able to fuel a self-enforcing feedback loop of CD44 and ZEB1 that involves differential splicing of CD44 by ESRP1, further promoting EMT (<xref ref-type="bibr" rid="B180">Preca et&#x20;al., 2015</xref>, <xref ref-type="bibr" rid="B179">2017</xref>). In addition, EMT and enhanced invasion can be activated by increased <italic>MAZ</italic> expression in human PaCa cell lines<italic>.</italic> MAZ acts downstream of KRAS and facilitates CRAF-MAPK signaling involving PAK and suppression of AKT/PKB (<xref ref-type="bibr" rid="B144">Maity et&#x20;al., 2018</xref>). Moreover, the upregulation of MAPK or inactivation of <italic>TP53</italic> leads to the overexpression of <italic>KLF7</italic>, promoting tumor growth and metastasis in mice (<xref ref-type="bibr" rid="B80">Gupta et&#x20;al., 2020</xref>). Expression of KLF7 activates IFN-stimulated genes and stabilizes Golgi integrity and thus protein glycosylation to enhance the secretion of cancer-promoting growth factors. In cooperation with <italic>Myc</italic> Yap1 maintains the expression of metabolic genes required for proliferation and survival (<xref ref-type="bibr" rid="B165">Murakami et&#x20;al., 2019</xref>). Ablation of <italic>Yap1</italic> in a PDAC mouse model leads to the downregulation of <italic>Myc</italic>, inducing growth arrest and apoptosis (<xref ref-type="bibr" rid="B165">Murakami et&#x20;al., 2019</xref>). Interestingly, a subset of tumor cells was able to restore Myc levels allowing cell survival through the induction of genes encoding EMT-TFs Snail, Zeb2, Twist2, and the stemness factor Sox2, thus compensating for <italic>Yap1</italic>&#x20;loss.</p>
<p>Multiple studies show that the pancreatic progenitor subtype is KRAS-dependent, whereas the squamous subtype is less dependent on KRAS (<xref ref-type="bibr" rid="B209">Singh et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B44">Collisson et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B106">Ischenko et&#x20;al., 2021</xref>). Moreover, CRISPR/Cas9-mediated <italic>Kras</italic> knockout in tumor cells derived from the KPC mouse model showed pathway enrichment for EMT and TGF&#x3b2; signaling, hinting that ablation of <italic>Kras</italic> drives a subtype switch towards the squamous subtype (<xref ref-type="bibr" rid="B106">Ischenko et&#x20;al., 2021</xref>). Secondary ablation of <italic>Kras</italic>
<sup>
<italic>G12D</italic>
</sup> in established tumors of a GEMM with doxycycline-inducible <italic>Kras</italic>
<sup>
<italic>G12D</italic>
</sup> and conditional <italic>Tp53</italic> inactivation leads to complete regression (<xref ref-type="bibr" rid="B118">Kapoor et&#x20;al., 2014</xref>). Although these initial results are promising, the majority of mice show relapse and exhibit poorly-differentiated pancreatic tumors. The survival of tumor cells in this model in the absence of <italic>Kras</italic> is mediated by the upregulation of the transcriptional coactivator Yap1, a downstream mediator of the Hippo signaling cascade, and Tead2, forming Yap1/Tead2 complexes coordinating downstream gene expression. Other compensatory mechanisms have been identified, including the induction of the transcriptional repressor <italic>Gli2</italic>, a downstream mediator of the Shh pathway, upon <italic>in&#x20;vitro</italic> Kras<sup>G12D</sup> ablation (<xref ref-type="bibr" rid="B2">Adams et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B106">Ischenko et&#x20;al., 2021</xref>). <italic>Gli2</italic> induction rescued viability and induced upregulation of squamous-specific gene signatures (<italic>e.g. Vim</italic> and <italic>Zeb1</italic>). Moreover, <italic>GLI2</italic> induction in human PaCa cell lines promotes a gene signature switch from the pancreatic progenitor towards the squamous subtype, accompanied by a decrease in epithelial identity markers (E-cadherin, ESRP1, GATA6, and SHH) and enrichment in expression of EMT/stemness markers (ZEB1, VIM, CK14, SOX2, and CD44). Primary tumor growth and metastatic outgrowth can be suppressed by ablation of <italic>SPP1</italic>, a downstream target of GLI2, emphasizing its role in promoting tumor aggressiveness. These findings demonstrate that aberrant activation of several TFs exacerbate PDAC progression (<xref ref-type="table" rid="T1">Table&#x20;1</xref>) with various degrees of KRAS-dependency. Interestingly, these deregulations frequently mediate the indirect upregulation of EMT-TFs (ZEB1/2, Snail, Slug, and Twist) and stemness factors (SOX2 and CD44) (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>, <xref ref-type="boxed-text" rid="Box1">Box 1</xref>). These findings corroborate that the induction of the reversible EMT program promotes an aggressive PDAC phenotype by enabling cellular plasticity, metastasis formation, chemoresistance, and the acquisition of CSC properties in PDAC (<xref ref-type="bibr" rid="B195">Satoh et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B232">Wang et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B251">Zheng et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B127">Krebs et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B8">Aiello et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B185">Recouvreux et&#x20;al., 2020</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Overview of the individual TFs and their effects upon elevation in primary PDAC tumors. Influence on cellular identity, subtype, tumor characteristics and biological processes are highlighted. An upward pointing arrow (&#x2191;) indicates promoting effects, a downward pointing arrow (&#x2193;) inhibitory effects, a minus symbol (&#x2212;) nor promoting nor inhibitory effects. Blank cells reflect that the process was not analyzed or no conclusion could be drawn from the indicated studies.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="left"/>
<th colspan="2" align="center">Cellular identity</th>
<th colspan="2" align="center">Subtype</th>
<th colspan="2" align="center">Tumor characteristics</th>
<th colspan="5" align="center">Biological processes</th>
<th align="left"/>
</tr>
<tr>
<th align="left">TF</th>
<th align="center">Context</th>
<th align="center">Epithelial</th>
<th align="center">Mesenchymal</th>
<th align="center">Pancreatic progenitor</th>
<th align="center">Squamous</th>
<th align="center">Growth/Progression</th>
<th align="center">Metastasis</th>
<th align="center">Proliferation</th>
<th align="center">Stemness</th>
<th align="center">EMT</th>
<th align="center">Invasion</th>
<th align="center">Migration</th>
<th align="center">References:</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Yap1</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">
<xref ref-type="bibr" rid="B118">Kapoor et&#x20;al. (2014)</xref>, <xref ref-type="bibr" rid="B135">Lomberk et&#x20;al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left">GLI2</td>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left"/>
<td align="left">
<xref ref-type="bibr" rid="B2">Adams et&#x20;al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left">ETV1</td>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="center">-</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left">
<xref ref-type="bibr" rid="B90">Heeg et&#x20;al. (2016)</xref>
</td>
</tr>
<tr>
<td align="left">MAZ</td>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="left">
<xref ref-type="bibr" rid="B144">Maity et&#x20;al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left">KLF7</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="left">
<xref ref-type="bibr" rid="B80">Gupta et&#x20;al. (2020)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="left">SMAD4</td>
<td align="center">SMAD4<sup>&#x2b;/&#x2b;</sup>
</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left"/>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B14">Bardeesy et&#x20;al. (2006)</xref>, <xref ref-type="bibr" rid="B106">Ischenko et&#x20;al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">SMAD4<sup>&#x2212;/&#x2212;</sup>
</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="center">-</td>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td rowspan="2" align="left">RUNX3</td>
<td align="center">SMAD4<sup>&#x2b;/&#x2212;</sup>
</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B239">Whittle et&#x20;al. (2015)</xref>
</td>
</tr>
<tr>
<td align="center">SMAD4<sup>&#x2212;/&#x2212;</sup>
</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">TGIF1</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2193;</td>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="center">&#x2193;</td>
<td align="center">-</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2193;</td>
<td align="left">
<xref ref-type="bibr" rid="B237">Weng et&#x20;al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left">PDX1</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="center">&#x2193;</td>
<td align="left"/>
<td align="left">
<xref ref-type="bibr" rid="B44">Collisson et&#x20;al. (2011)</xref>, <xref ref-type="bibr" rid="B191">Roy et&#x20;al. (2016)</xref>, <xref ref-type="bibr" rid="B135">Lomberk et&#x20;al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left">GATA6</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="center">&#x2193;</td>
<td align="left"/>
<td align="left">(<xref ref-type="bibr" rid="B149">Martinelli et&#x20;al., 2016</xref>, <xref ref-type="bibr" rid="B148">2017</xref>, <xref ref-type="bibr" rid="B135">Lomberk et&#x20;al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left">FOXA1</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="center">-/&#x2193;</td>
<td align="left">
<xref ref-type="bibr" rid="B214">Song et&#x20;al. (2010)</xref>, <xref ref-type="bibr" rid="B51">Diaferia et&#x20;al. (2016)</xref>, <xref ref-type="bibr" rid="B148">Martinelli et&#x20;al. (2017)</xref>, <xref ref-type="bibr" rid="B188">Roe et&#x20;al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">FOXA2</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="left">
<xref ref-type="bibr" rid="B214">Song et&#x20;al. (2010)</xref>, <xref ref-type="bibr" rid="B12">Bailey et&#x20;al. (2016)</xref>, <xref ref-type="bibr" rid="B148">Martinelli et&#x20;al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">HNF4&#x3b1;</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2193;</td>
<td align="center">-</td>
<td align="center">&#x2193;</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">
<xref ref-type="bibr" rid="B12">Bailey et&#x20;al. (2016)</xref>, <xref ref-type="bibr" rid="B30">Camolotto et&#x20;al. (2021)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="left">HNF1&#x3b1;</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">
<xref ref-type="bibr" rid="B101">Hoskins et&#x20;al. (2014)</xref>, <xref ref-type="bibr" rid="B139">Luo et&#x20;al. (2015)</xref>
</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="left">
<xref ref-type="bibr" rid="B1">Abel et&#x20;al. (2018)</xref>, <xref ref-type="bibr" rid="B219">Subramani et&#x20;al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">SIX1</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B30">Camolotto et&#x20;al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left">SIX4</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">BACH1</td>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left"/>
<td align="center">-</td>
<td align="center">&#x2191;</td>
<td align="center">-</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="left">
<xref ref-type="bibr" rid="B194">Sato et&#x20;al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">ZEB1</td>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="center">-</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left">
<xref ref-type="bibr" rid="B127">Krebs et&#x20;al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">SNAI2</td>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="left">
<xref ref-type="bibr" rid="B185">Recouvreux et&#x20;al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">SOX2</td>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="center">-</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left"/>
<td align="left">
<xref ref-type="bibr" rid="B94">Herreros-Villanueva et&#x20;al. (2013)</xref>
</td>
</tr>
<tr>
<td align="left">PRRX1A</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2191;</td>
<td align="center">&#x2193;</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="center">&#x2193;</td>
<td align="center">&#x2193;</td>
<td align="left"/>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B222">Takano et&#x20;al. (2016)</xref>
</td>
</tr>
<tr>
<td align="left">PRRX1B</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2193;</td>
<td align="center">&#x2193;</td>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2191;</td>
<td align="center">&#x2191;</td>
<td align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Overview of TF networks active during PaCa progression, EMT, and metastasis. The deregulation directly or indirectly affects the expression of other TFs, thereby promoting or inhibiting the differentiation/EMT state. TFs depicted in the blue box are associated with the epithelial cell-state/pancreatic progenitor subtype (E-PP), whereas the red box shows TFs linked to the mesenchymal-state/squamous subtype (M-S). Links resulting in activation and repression of TFs in the network are indicated by green and red lines, respectively. Expression of E-PP TFs in the blue box promote the differentiated endoderm/epithelial identity, block dedifferentiation, and prevent activation of stemness/EMT/dedifferentiation TFs. Activation of M-S TFs is associated with a mesenchymal identity, promotes dedifferentiation and activation of EMT and stemness. TFs without connections in the network have been associated with specific subtypes, but how they integrate into the network is poorly understood. H&#x26;E images depict well-differentiated and poorly-differentiated tumors, derived from KPC primary pancreatic tumors, reflecting E-PP and M-S phenotypes (adapted from <xref ref-type="bibr" rid="B127">Krebs et&#x20;al. (2017)</xref>).</p>
</caption>
<graphic xlink:href="fcell-09-753456-g003.tif"/>
</fig>
<p>Apart from the activation of signaling cascades downstream of KRAS driving the subtype transition, the squamous subtype shows enrichment for TGF&#x3b2; signaling (<xref ref-type="bibr" rid="B12">Bailey et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B135">Lomberk et&#x20;al., 2018</xref>). In pre-malignant cells TGF&#x3b2; acts as a tumor suppressor by inducing cell-cycle arrest, differentiation, and apoptosis (<xref ref-type="bibr" rid="B150">Massagu&#xe9;, 2008</xref>). Disruption of TGF&#x3b2; signaling in PDAC prevents the tumor-suppressive effects, while activation of TGF&#x3b2; signaling in a progressed state is a potent inducer of EMT (<xref ref-type="bibr" rid="B45">Dardare et&#x20;al., 2020</xref>). A central player in canonical TGF&#x3b2; signaling is SMAD4, whose inactivation or loss occurs as a late event during PDAC progression (<xref ref-type="bibr" rid="B242">Wilentz et&#x20;al., 2000</xref>). The role of Smad4 in progression and metastasis remains controversial, as <italic>Smad4</italic>-deficiency attenuates EMT, leads to upregulated E-cadherin protein levels, and promotes a well-differentiated PDAC phenotype in the <italic>Kras</italic>
<sup>
<italic>G12D</italic>
</sup>;<italic>Ink4a/Arf</italic>
<sup>
<italic>&#x2206;</italic>
</sup> mouse model (<xref ref-type="bibr" rid="B14">Bardeesy et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B5">Ahmed et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B205">Shichi et&#x20;al., 2019</xref>). Moreover, simultaneous knockout of <italic>Smad4</italic> and <italic>Kras</italic> reduces EMT-related genes and promotes a Ras signaling signature (<xref ref-type="bibr" rid="B106">Ischenko et&#x20;al., 2021</xref>). In contrast, other studies show that the loss of <italic>SMAD4</italic> is associated with shorter overall survival and a squamous phenotype (<xref ref-type="bibr" rid="B20">Blackford et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B247">Yamada et&#x20;al., 2015</xref>). Interestingly, the TF Runx3 promotes metastatic colonization but is dependent on the <italic>Smad4</italic> state (<xref ref-type="bibr" rid="B239">Whittle et&#x20;al., 2015</xref>). Heterozygous <italic>Smad4</italic> inactivation in the KPC mouse model promotes progression and growth of the primary tumor, while loss of the remaining wild-type allele leads to a highly metastatic disease. Furthermore, the expression of TGF&#x3b2; target genes can be repressed by elevated TGIF1, potentially decreasing PDAC progression as demonstrated by HEK-293 cell transfection experiments and in PDAC mice (<xref ref-type="bibr" rid="B198">Seo et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B237">Weng et&#x20;al., 2019</xref>). In summary, the intricate balance among several TFs involved in TGF&#x3b2; signaling and their mutational status determine the impact on progression.</p>
<p>On the other hand, several endodermal lineage specifiers promote the pancreatic progenitor molecular subtype in PDAC, such as GATA6, FOXA1/A2, and HNF4&#x3b1;, identified <italic>in silico</italic> (<xref ref-type="bibr" rid="B12">Bailey et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B188">Roe et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B26">Brunton et&#x20;al., 2020</xref>). Although <italic>PDX1</italic> expression is often increased during ADM and tumor onset, its downregulation or loss is mainly observed in poorly-differentiated tumors correlated with EMT and metastasis (<xref ref-type="bibr" rid="B191">Roy et&#x20;al., 2016</xref>). Hence, high expression of <italic>PDX1</italic> is observed in the pancreatic progenitor subtype and well-differentiated tumors (<xref ref-type="bibr" rid="B107">Ischenko et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B191">Roy et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B135">Lomberk et&#x20;al., 2018</xref>). Dysregulation of these TFs by inactivating mutations or repression can affect the EMT-equilibrium towards a more squamous identity. As an example, loss of <italic>Gata6</italic> in a mouse PDAC model decreases the <italic>Cdh1</italic> inducers Foxa1/a2 and de-represses EGFR signaling in favor of dedifferentiation (<xref ref-type="bibr" rid="B149">Martinelli et&#x20;al., 2016</xref>, <xref ref-type="bibr" rid="B148">2017</xref>). In contrast, FOXA1 elevation was identified in patients&#x2019; primary lesions and well-differentiated low-grade tumors, in part by activating <italic>HNF4A</italic> and other endodermal lineage specifiers (<xref ref-type="bibr" rid="B56">Duncan et&#x20;al., 1998</xref>; <xref ref-type="bibr" rid="B51">Diaferia et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B188">Roe et&#x20;al., 2017</xref>). Together with Gata6, Foxa1/a2 block EMT and promote epithelial differentiation in GEMM PDAC models (<xref ref-type="bibr" rid="B214">Song et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B148">Martinelli et&#x20;al., 2017</xref>). Hence, direct transcriptional repression of <italic>FOXA1</italic> by BACH1 is required for metastatic colonization of AsPC-1 PaCa cells in an orthotopic implantation model (<xref ref-type="bibr" rid="B194">Sato et&#x20;al., 2020</xref>). Interestingly, loss of <italic>FOXA1/A2</italic> is frequently detected in the squamous subtype and is sufficient to induce EMT in human PaCa cell lines (<xref ref-type="bibr" rid="B214">Song et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B188">Roe et&#x20;al., 2017</xref>). Apart from repressing <italic>FOXA1</italic>, BACH1 activates <italic>SNAI2,</italic> which further promotes EMT, assessed by gene inactivation in human cell lines (<xref ref-type="bibr" rid="B194">Sato et&#x20;al., 2020</xref>). Transcriptomic analysis on primary tumors and patient-derived cell lines revealed that during tumorigenesis HNF4&#x3b1; directly activates <italic>HNF1A</italic>, and loss of the former enables a transition towards a more squamous phenotype (<xref ref-type="bibr" rid="B26">Brunton et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B30">Camolotto et&#x20;al., 2021</xref>). Moreover, HNF4&#x3b1; directly represses the mesodermal and neural differentiation TFs <italic>SIX1/4</italic>, whose elevated expression was linked to the squamous subtype (<xref ref-type="bibr" rid="B30">Camolotto et&#x20;al., 2021</xref>). Downregulation of <italic>HNF1A</italic> is observed in the tumor vs. normal pancreas, suggesting that decreased HNF1&#x3b1; levels are important for PDAC tumor progression (<xref ref-type="bibr" rid="B101">Hoskins et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B139">Luo et&#x20;al., 2015</xref>). Overexpression of <italic>HNF1A</italic> decreases cell-doubling times, while its knockdown significantly increases proliferation <italic>in&#x20;vitro</italic>. HNF1&#x3b1; downregulates apoptosis inhibitors and modulates the expression of cell cycle genes. However, whether HNF1&#x3b1; acts through the AKT/mTOR pathway requires additional investigation, since silencing of <italic>HNF1A</italic> activates AKT/mTOR signaling, but may also result in reduced expression of PI3K, AKT and mTOR (<xref ref-type="bibr" rid="B101">Hoskins et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B139">Luo et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B219">Subramani et&#x20;al., 2020</xref>). Other studies indicate that <italic>HNF1A</italic> is an oncogene necessary for the regulation of cancer stem cell (CSC) populations in PDAC, promotes anchorage-independent growth, proliferation, as well as invasive and migratory capacities (<xref ref-type="bibr" rid="B1">Abel et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B219">Subramani et&#x20;al., 2020</xref>). These contradictory findings could be explained by the hypothesis that cellular plasticity and thus the ability to induce partial-EMT is indeed necessary to acquire stemness, whereas reversal to an epithelial phenotype is crucial for metastatic outgrowth at secondary sites. Conclusively, the expression of several TFs involved in specifying pancreatic cell-fate maintain the pancreatic progenitor subtype by (in)directly promoting epithelial-identity markers and inhibiting EMT/dedifferentiation (<xref ref-type="table" rid="T1">Table&#x20;1</xref>). Their downregulation abrogates these effects, allowing a switch towards the more aggressive squamous subtype (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>).</p>
</sec>
<sec id="s3-2-2">
<title>3.2.2 Induction of Epithelial-Mesenchymal Transition and Metastasis</title>
<p>Comparisons between primary PDAC tumors and matched metastasis revealed no specific metastasis-inducing genetic mutations, hinting towards gene regulatory mechanisms affecting late PDAC progression and metastasis (<xref ref-type="bibr" rid="B31">Campbell et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B246">Yachida et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B145">Makohon-Moore et&#x20;al., 2017</xref>). The involvement of EMT-TFs in PDAC invasion and metastasis was initially questioned due to experimental challenges to observe EMT and the metastatic cascade <italic>in vivo</italic>. In particular, depletion of either Twist or Snail in the KPC mouse model of PDAC is not affecting metastasis formation, indicating that they are dispensable for this process (<xref ref-type="bibr" rid="B251">Zheng et&#x20;al., 2015</xref>). However, depletion of Zeb1 in the same mouse model suppresses metastasis formation as well as experimental lung colonization capacity, stemness, and cell and metabolic plasticity (<xref ref-type="bibr" rid="B127">Krebs et&#x20;al., 2017</xref>). Moreover, glutamine depletion promotes metastasis of orthotopically and intravenously injected KPC cells through induction of EMT by upregulation of <italic>Snai2</italic> via ERK signaling and ATF4 activation (<xref ref-type="bibr" rid="B185">Recouvreux et&#x20;al., 2020</xref>). Collectively, these findings and research on core EMT-TFs in other cancers show that their individual contribution to invasion and metastasis is highly dependent on the cellular context (<xref ref-type="bibr" rid="B57">Elloul et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B105">Imamichi et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B33">Caramel et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B49">Denecker et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B62">Fischer et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B251">Zheng et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B127">Krebs et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B217">Stemmler et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B185">Recouvreux et&#x20;al., 2020</xref>).</p>
<p>Liver metastases in KPC mouse models show elevated expression of Foxa1 and Prrx1a, whereas the expression of these factors decreases when the primary tumor acquires more squamous-associated features during progression (<xref ref-type="bibr" rid="B222">Takano et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B188">Roe et&#x20;al., 2017</xref>). The decrease during progression and elevated expression in liver metastases suggests that re-expression of TFs associated with the pancreatic progenitor subtype is essential for successful liver colonization. Moreover, it was shown that Prrx1a enhances self-renewal, decreases invasiveness, and promotes metastatic outgrowth (<xref ref-type="bibr" rid="B222">Takano et&#x20;al., 2016</xref>). Isoform b, on the other hand, fosters invasion, EMT, and dedifferentiation by promoting <italic>Hgf</italic> expression, suggesting that both isoforms distinctively regulate EMT and MET to form overt metastases. In addition, these two isoforms can form homo- and heterodimers, affecting transcriptional activity in human PaCa cell lines (<xref ref-type="bibr" rid="B146">Marchand et&#x20;al., 2019</xref>). Simultaneous inactivation of <italic>Snai1</italic> and <italic>Twist</italic> induces a shift of the EMT-equilibrium to a more epithelial-like state in the primary tumor of KPC mice while enhancing liver metastases (<xref ref-type="bibr" rid="B35">Carstens et&#x20;al., 2021</xref>). Sca1 and Pdx1 levels are also regulating metastatic capacities: Sca1<sup>-</sup> cell lines derived from the KPC mouse model express elevated levels of Pdx1 and successfully metastasize in lungs and lymph nodes upon tail vein injections, whereas Sca1<sup>&#x2b;</sup> cells with lower levels of Pdx1 fail to metastasize (<xref ref-type="bibr" rid="B107">Ischenko et&#x20;al., 2014</xref>). These findings support the idea that the reinforcement of epithelial features and thus cellular plasticity are required for metastatic competence (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>).</p>
</sec>
</sec>
<sec id="s3-3">
<title>3.3 Chromatin Dynamics and Epigenetic Regulation of Pancreatic Ductal Adenocarcinoma</title>
<p>In addition to the deregulation of established TF networks in tumor progression, epigenetic mechanisms of gene regulation are altered and become hijacked by cancer cells resulting in global changes in gene expression (<xref ref-type="boxed-text" rid="Box2">Box 2</xref>). Genomic analyses in human PDAC revealed that up to 10% of mutations are identified in chromatin remodeling genes (<xref ref-type="bibr" rid="B89">Hayashi et&#x20;al., 2021</xref>). Moreover, the epigenetic landscape of PDXs revealed that the squamous and pancreatic progenitor subtype can also be classified by patterns in DNA methylation and gene regulatory elements (<xref ref-type="bibr" rid="B168">Nicolle et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B135">Lomberk et&#x20;al., 2018</xref>). Deregulation of specific histone modification enzymes in PDAC can lead to the transition towards the more aggressive squamous subtype by altering the chromatin states. Specifically, mutations in histone lysine demethylase 6a (<italic>KDM6A</italic>) combined with p53 alterations were associated with the squamous subtype of PDAC (<xref ref-type="bibr" rid="B12">Bailey et&#x20;al., 2016</xref>). Loss of <italic>KDM6A</italic> alone is sufficient to induce a squamous-like subtype through activation of &#x394;Np63 (<italic>TP63</italic>), <italic>MYC</italic>, and <italic>RUNX3</italic> enhancer regions (<xref ref-type="bibr" rid="B9">Andricovich et&#x20;al., 2018</xref>). Interestingly, upregulation of &#x394;Np63 alone is able to reprogram the enhancer landscape towards the squamous subtype by installing H3K27ac near genes promoting this subtype (<xref ref-type="bibr" rid="B212">Somerville et&#x20;al., 2018</xref>). Upregulation of the histone methyltransferase <italic>Nsd2</italic> increases the global accumulation of the activation mark H3K36me2, thereby enriching the squamous gene signature in the KPC model. In contrast, loss of <italic>Nsd2</italic> decreases H3K36me2, resulting in enrichment of markers of the pancreatic progenitor subtype (<xref ref-type="bibr" rid="B249">Yuan et&#x20;al., 2020</xref>). These findings suggest that the accumulation of dimethylation at H3K36 is necessary for cells to undergo EMT. Moreover, H3K36me2 may induce alterations in the enhancer landscape as its decrease leads to loss of H3K27ac in the same domains. Interestingly H3K36me2 transcriptionally affects the enhancer activity and thus the expression of most EMT-TF genes (<italic>Zeb1/2</italic>, <italic>Snai1</italic>, and <italic>Twist2</italic>) and of other metastasis-promoting TFs (<xref ref-type="bibr" rid="B249">Yuan et&#x20;al., 2020</xref>). Histone methyltransferase EZH2 is part of the polycomb repressor complex 2 (PRC2) to set H3K27 methylation marks (<xref ref-type="bibr" rid="B228">Vir&#xe9; et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B230">V&#xf6;lkel et&#x20;al., 2015</xref>). During pancreas regeneration, EZH2 transcriptionally represses <italic>NFATC1,</italic> whereas during tumorigenesis it induces <italic>NFATC1</italic> to drive KRAS-mediated PaCa plasticity (<xref ref-type="bibr" rid="B38">Chen et&#x20;al., 2017</xref>). Making use of uncoupling Ezh2-NFATc1 regulation by combining conditional <italic>Nfatc1</italic> activation with <italic>Ezh2</italic> inactivation in <italic>Kras</italic>
<sup>
<italic>G12D</italic>
</sup> mice, Patil et&#x20;al. recently showed that partial loss of <italic>Ezh2</italic> leads to more differentiated PDAC tumors and fewer liver metastases in line with higher EZH2 protein expression in human high-grade tumors (<xref ref-type="bibr" rid="B176">Patil et&#x20;al., 2021</xref>). Strikingly the most abundant negatively regulated target of Ezh2 is <italic>Gata6</italic>, a key regulator of endodermal identity. Moreover, re-expression of wild-type <italic>Ezh2</italic> abrogates <italic>Gata6</italic> expression in <italic>Ezh2</italic>-deficient cells. Conclusively, alterations in histone modification enzymes affect the chromatin states and aid in PDAC progression by inducing or repressing genes involved in PDAC progression.</p>
<boxed-text id="Box2">
<label>BOX 2</label>
<title>Epigenetic regulation of gene expression.</title>
<p>Epigenetic mechanisms control the accessibility for TFs and the transcription machinery to selective regions of the genome. Consequently, depending on the state of the epigenetic landscape, TFs can bind to <italic>cis</italic>-regulatory elements to regulate gene transcription (<xref ref-type="bibr" rid="B202">Shen and Laird, 2013</xref>; <xref ref-type="bibr" rid="B122">Klemm et&#x20;al., 2019</xref>). These mechanisms can be broadly divided into: post-translational histone modifications, DNA/RNA modifications (<italic>e.g.</italic> methylation) and non-coding RNAs (<xref ref-type="bibr" rid="B202">Shen and Laird, 2013</xref>; <xref ref-type="bibr" rid="B138">Lu et&#x20;al., 2020</xref>). Histone modifications at specific regulatory regions include methylation and acetylation predominantly at histone H3 sites K4, K9, and K27 and are associated with active genes/promoters (H3K4me3), active/poised enhancers (H3K4me1), polycomb-repressed regions (H3K27me3) or heterochromatin (H3K9me3). These post-translational marks are set by a group of histone modifications enzymes, which are reviewed elsewhere (<xref ref-type="bibr" rid="B13">Bannister and Kouzarides, 2011</xref>). Super-enhancers (SEs) are a special type of enhancer which have been first identified in embryonic stem cells with clusters of TF binding sites for Sox2, Oct4 and Nanog (<xref ref-type="bibr" rid="B99">Hnisz et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B240">Whyte et&#x20;al., 2013</xref>). SEs have also been identified in cancer and represent large regions of chromatin (up to 20&#xa0;kb) that are densely clustered with enhancers, highly enriched for TF binding sites (<xref ref-type="bibr" rid="B99">Hnisz et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B240">Whyte et&#x20;al., 2013</xref>). Their function is crucial in shaping cellular identity by regulating cell-type specific gene expression in both normal and diseased states (<xref ref-type="bibr" rid="B99">Hnisz et&#x20;al., 2013</xref>).</p>
</boxed-text>
<p>Very recently, a strong contribution to PDAC progression was observed by the regulation of so-called super-enhancers (SEs) (<xref ref-type="boxed-text" rid="Box2">Box 2</xref>) (<xref ref-type="bibr" rid="B9">Andricovich et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B135">Lomberk et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B212">Somerville et&#x20;al., 2018</xref>). Comparisons between healthy cells and related cancer cells revealed that these SEs accumulate close to the loci of oncogenes during cancer progression, thus playing an important role in tumorigenesis (<xref ref-type="bibr" rid="B99">Hnisz et&#x20;al., 2013</xref>). Profiling of the SE landscape revealed that several TFs transcriptionally regulate the expression of genes associated with the pancreatic progenitor subtype by binding upstream of these SEs (<italic>i.e.</italic> GATA6, FOS, FOXP1, FOXP4, KLF4, ELF3, NFIX, CUX1, and SSBP3) (<xref ref-type="bibr" rid="B135">Lomberk et&#x20;al., 2018</xref>). These SEs mainly regulate genes of TFs associated with pancreas development (including <italic>HNF1A</italic>, <italic>HNF4A,</italic> and <italic>PDX1</italic>) and lipid metabolism. Epigenomic mapping of PDXs and PaCa cell lines showed that &#x394;Np63 activates squamous-specific SEs, including those near <italic>FAT2</italic>, <italic>NECTIN1,</italic> and <italic>HIF1A</italic> loci (<xref ref-type="bibr" rid="B83">Hamdan and Johnsen, 2018</xref>). Depletion of &#x394;Np63 reduces the H3K27ac at those SEs, indicating the dependency of &#x394;Np63 for writing these H3K27 acetylation marks. Loss of <italic>KLF5</italic> leads to a reduction in H3K27ac and H3K4me1 near these (super-)enhancers, inducing activation of stem cell- and mesenchymal-associated genes (<xref ref-type="bibr" rid="B51">Diaferia et&#x20;al., 2016</xref>). <italic>KLF5</italic> was shown to be selectively expressed in well-differentiated human PDAC tumors and is required to maintain the expression of epithelial identity genes. Moreover, binding of KLF5 to enhancers increased the binding of ELF3 and FOXA1, which are both associated with low-grade PDAC tumors, demonstrating how KLF5 contributes to the regulation of pancreatic progenitor identity (<xref ref-type="bibr" rid="B51">Diaferia et&#x20;al., 2016</xref>).</p>
<p>Progressive loss of repressive marks in large heterochromatin domains (H3K9 and H4K20) and increased H3K9, H3K27, and H4K16ac were found in distant metastases in comparison to the primary tumor, which helped to follow the acquisition of malignant traits (<xref ref-type="bibr" rid="B153">McDonald et&#x20;al., 2017</xref>). These traits included resistance to oxidative stress, promoting a poorly-differentiated state, upregulation of DNA repair genes, and downregulation of oncogenic signal transduction in distant lung metastases. Comparisons of the epigenetic landscape from matched tumor and metastasis-derived organoids of the KPC model revealed that metastatic transition is accompanied by prominent changes in H3K27 acetylation, predominantly in enhancer regions. These changes are controlled by Foxa1, which is upregulated in metastases and was shown to cooperate with Gata5 for enhancer activation (<xref ref-type="bibr" rid="B188">Roe et&#x20;al., 2017</xref>). Epigenetic regulation is also required to overcome the tumor-suppressive effects of TGF&#x3b2; signaling, <italic>i.e.</italic>, the induced senescence and apoptosis before it can act as a trigger of EMT induction. Strikingly, NFATc1 elevation is crucial to overcome TGF&#x3b2;-induced growth arrest by antagonizing H3K27ac and activation of TGF&#x3b2; target genes including <italic>Birc5</italic>, <italic>Ccnd1,</italic> and <italic>Plk1</italic> (<xref ref-type="bibr" rid="B87">Hasselluhn et&#x20;al., 2019</xref>)<bold>
<italic>.</italic>
</bold>
</p>
<p>Altogether, these findings indicate that epigenetic states define the molecular subtypes of PDAC in a highly dynamic process. Alterations in the epigenetic landscape including SEs are key features in PDAC progression towards malignancy, supporting the acquisition of cellular plasticity.</p>
</sec>
</sec>
<sec id="s4">
<title>4 Novel Therapeutic Approaches to Target Transcription Factors</title>
<p>Despite the advances in therapies, non-metastatic local PDAC eligible for surgical resection followed by adjuvant chemotherapy remains the sole curative option, applicable for only 10&#x2013;20% of patients (<xref ref-type="bibr" rid="B69">Gillen et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B238">Werner et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B17">Benassai et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B172">Orth et&#x20;al., 2019</xref>). First-line treatment options for patients with locally advanced or distant metastatic PDAC are usually limited to conventional chemotherapies. Despite changes in treatment regimens from monotherapies to multi-agent chemotherapies, the survival rates of PaCa patients remain largely unchanged and success is severely limited due to <italic>de novo</italic> acquisition or pre-existing resistance. Various intrinsic and extrinsic tumor feature alterations have been proposed contributing to drug resistance, including the microenvironment, altered metabolism, EMT, and the presence of CSCs (<xref ref-type="bibr" rid="B75">Grasso et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B220">Swayden et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B227">Tuerhong et&#x20;al., 2021</xref>). The lack of blood vessels and the abundant desmoplasia create a hypoxic and nutrient-scarce environment, forcing PDAC cells to alter their metabolism to sustain proliferation (<xref ref-type="bibr" rid="B215">Sousa and Kimmelman, 2014</xref>; <xref ref-type="bibr" rid="B248">Yang et&#x20;al., 2020</xref>). In addition, these microenvironmental features impede therapeutic delivery (<xref ref-type="bibr" rid="B167">Neesse et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B54">Dufort et&#x20;al., 2016</xref>). In general, global efforts are made to design precision therapies to combat PDAC, including therapeutic targets to inhibit tumor-intrinsic pathways such as KRAS, PI3K, AKT, mTOR, JAK/STAT, SHH, NOTCH, and WNT signaling cascades (<xref ref-type="bibr" rid="B37">Chandana et&#x20;al., 2019</xref>). These strategies predominantly target mediators in oncogenic signaling cascades upstream of TFs, thereby indirectly affecting the expression of deregulated TFs. So far, the only precision medicine approved for PDAC treatment is erlotinib, a potent inhibitor of EGFR-related kinase, used in combination with gemcitabine (<xref ref-type="bibr" rid="B162">Moore et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B210">Sinn et&#x20;al., 2017</xref>).</p>
<p>As summarized before, PDAC is highly plastic, and inhibition of certain kinases can be compensated by the dysregulation of other effectors (as seen for KRAS) and often converge to the same set of TFs (<italic>e.g.</italic> ZEB1/2, Snail, Slug, Twist, and SOX2) (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). Hence, these TFs are attractive therapeutic targets. For example, silencing of <italic>ZEB1</italic> restores the expression of epithelial markers and resensitizes PaCa cells to standard chemotherapy (<xref ref-type="bibr" rid="B10">Arumugam et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B236">Wellner et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B155">Meidhof et&#x20;al., 2015</xref>). Similarly, treatment with the HDAC inhibitor Mocetinistat <italic>in&#x20;vitro</italic> and upon xenotransplantation upregulates ZEB1-repressed target genes, particularly miR-200 and miR-203, reducing ZEB1 protein expression and restoring drug sensitivity (<xref ref-type="bibr" rid="B155">Meidhof et&#x20;al., 2015</xref>). Moreover, knockout of <italic>Snai1</italic> or <italic>Twist</italic> increased the sensitivity to erlotinib and gemcitabine (<xref ref-type="bibr" rid="B251">Zheng et&#x20;al., 2015</xref>). Although initially thought to be undruggable, recent attempts to design and identify drugs that target TFs are promising (<xref ref-type="bibr" rid="B92">Henley and Koehler, 2021</xref>). Strategies to inhibit TFs directly and indirectly include targeting the expression level, modulating proteasomal degradation, disrupting protein/protein interactions, and ligand/DNA binding abilities (<xref ref-type="bibr" rid="B129">Lambert et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B29">Bushweller, 2019</xref>).</p>
<p>Multiple clinical trials are currently ongoing to evaluate therapeutics that indirectly target TF expression levels in PDAC. Studies on triptolide (TPL), a diterpenoid triepoxide, shows promising results in PDAC cell lines and orthotopic pancreatic cancer models (<xref ref-type="bibr" rid="B21">Borja-Cacho et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B40">Chugh et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B250">Zhao et&#x20;al., 2020</xref>). TPL binds to XPB, a subunit of TFIIH, thereby inhibiting transcription globally (<xref ref-type="bibr" rid="B229">Visp&#xe9; et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B226">Titov et&#x20;al., 2011</xref>). Moreover, treatment with TPL (Minnelide) leads to a rapid downregulation of <italic>MYC</italic> gene expression and protein levels (<xref ref-type="bibr" rid="B226">Titov et&#x20;al., 2011</xref>). Phase II clinical trials are currently ongoing to study the effect of TPL on non-responsive PDAC tumors. In addition, clinical attempts to target epigenetic deregulation are currently under evaluation. These include treatment with Azitidine and/or Romideposin, in combination with immuno- as well as standard chemotherapeutic treatments in patients with surgically resected and advanced PDAC. The inhibition of effectors upstream of TFs may pose severe problems in non-neoplastic cells, as these pathways are often indispensable for proper cell functioning. It is hypothesized that direct TF-targeting approaches minimize the side effects by precisely modulating their deregulated transcriptional programs (<xref ref-type="bibr" rid="B92">Henley and Koehler, 2021</xref>). The drug COTI-2, a thiosemicarbazone, has been shown to directly convert mutant p53 to the wild-type 3D structure. <italic>TP53</italic> is approximately mutated in 72% of all PDAC (<xref ref-type="bibr" rid="B183">Raphael et&#x20;al., 2017</xref>). Gain-of-function mutations in <italic>TP53</italic> increase the aggressiveness in PaCa and promotes metastasis (<xref ref-type="bibr" rid="B164">Morton et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B235">Weissmueller et&#x20;al., 2014</xref>). Additionally, it negatively regulates the PI3K/AKT/mTOR pathway (<xref ref-type="bibr" rid="B193">Salim et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B187">Robertson et&#x20;al., 2020</xref>). Phase I clinical trials are currently ongoing to study the effect of COTI-2 as monotherapy or with combinations for the treatment of malignancies. Moreover, bi-weekly treatment of pretreated metastatic PDAC patients with the STAT3 inhibitor BBI608, shows promising activity (<xref ref-type="bibr" rid="B16">Bekaii-Saab et&#x20;al., 2016</xref>).</p>
<p>The advent of targeted therapies to target TF together with the advances in other therapeutic strategies (<italic>e.g.</italic> immunotherapy, targeting receptors, membrane transporters, and enzymes) and rise of precision medicine bear the promise to improve PDAC patient outcomes. Although the field is still evolving, these combinational treatments offer valuable options for PaCa patients to overcome acquired therapy resistance and aggressive phenotypes.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Author Contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.</p>
</sec>
<sec id="s6">
<title>Funding</title>
<p>This work was supported by the German Research Foundation (TRR305 TP A03, B01 and B07, FOR2438 P04 and BR1399/9-1, BR1399/10-1, BR4145/1-1 and BR4145/2-1) and the European Union&#x2019;s Horizon 2020 research and innovation program under the Marie Sk&#x142;odowska-Curie grant agreement (No. 861196; PRECODE).</p>
</sec>
<sec sec-type="COI-statement" id="s7">
<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>
</sec>
<sec sec-type="disclaimer" id="s8">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ack>
<p>We apologize to our colleagues whose work could not be cited owing to space limitations. The transcriptional interaction network was constructed using circlize v. 0.4 (<xref ref-type="bibr" rid="B78">Gu et&#x20;al., 2014</xref>).</p>
</ack>
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</person-group> (<year>2015</year>). <article-title>Epithelial-to-mesenchymal Transition Is Dispensable for Metastasis but Induces Chemoresistance in Pancreatic Cancer</article-title>. <source>Nature</source> <volume>527</volume>, <fpage>525</fpage>&#x2013;<lpage>530</lpage>. <pub-id pub-id-type="doi">10.1038/nature16064</pub-id> </citation>
</ref>
<ref id="B252">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhu</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Shi</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Schmidt</surname>
<given-names>C. M.</given-names>
</name>
<name>
<surname>Hruban</surname>
<given-names>R. H.</given-names>
</name>
<name>
<surname>Konieczny</surname>
<given-names>S. F.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Acinar Cells Contribute to the Molecular Heterogeneity of Pancreatic Intraepithelial Neoplasia</article-title>. <source>Am. J.&#x20;Pathol.</source> <volume>171</volume>, <fpage>263</fpage>&#x2013;<lpage>273</lpage>. <pub-id pub-id-type="doi">10.2353/ajpath.2007.061176</pub-id> </citation>
</ref>
</ref-list>
<sec id="s9">
<title>Glossary</title>
<def-list>
<def-item>
<term id="G1-fcell.2021.753456">
<bold>&#x2206;NP63</bold>
</term>
<def>
<p>deltaNp63 alternate variant of the tumor protein&#x20;p63</p>
</def>
</def-item>
<def-item>
<term id="G2-fcell.2021.753456">
<bold>3D</bold>
</term>
<def>
<p>three dimensional</p>
</def>
</def-item>
<def-item>
<term id="G3-fcell.2021.753456">
<bold>ACTA2 (&#x3b1;SMA)</bold>
</term>
<def>
<p>actin alpha 2, smooth muscle</p>
</def>
</def-item>
<def-item>
<term id="G4-fcell.2021.753456">
<bold>ADM</bold>
</term>
<def>
<p>acinar-ductal metaplasia</p>
</def>
</def-item>
<def-item>
<term id="G5-fcell.2021.753456">
<bold>AKT/PKB</bold>
</term>
<def>
<p>AKT serine/threonine kinase 1/protein kinase&#x20;B</p>
</def>
</def-item>
<def-item>
<term id="G6-fcell.2021.753456">
<bold>ALDH1</bold>
</term>
<def>
<p>aldehyde dehydrogenase 1</p>
</def>
</def-item>
<def-item>
<term id="G7-fcell.2021.753456">
<bold>ATF4</bold>
</term>
<def>
<p>activating transcription factor&#x20;4</p>
</def>
</def-item>
<def-item>
<term id="G8-fcell.2021.753456">
<bold>BACH1</bold>
</term>
<def>
<p>BTB domain and CNC homolog&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G9-fcell.2021.753456">
<bold>BIRC5</bold>
</term>
<def>
<p>baculoviral IAP repeat containing&#x20;5</p>
</def>
</def-item>
<def-item>
<term id="G10-fcell.2021.753456">
<bold>BMP</bold>
</term>
<def>
<p>bone morphogenetic protein</p>
</def>
</def-item>
<def-item>
<term id="G11-fcell.2021.753456">
<bold>BRCA2</bold>
</term>
<def>
<p>breast cancer type 2 susceptibility protein</p>
</def>
</def-item>
<def-item>
<term id="G12-fcell.2021.753456">
<bold>CCND1</bold>
</term>
<def>
<p>cyclin D1</p>
</def>
</def-item>
<def-item>
<term id="G13-fcell.2021.753456">
<bold>CDH1</bold>
</term>
<def>
<p>cadherin 1/(epithelial) E-cadherin</p>
</def>
</def-item>
<def-item>
<term id="G14-fcell.2021.753456">
<bold>CDH2</bold>
</term>
<def>
<p>cadherin 2</p>
</def>
</def-item>
<def-item>
<term id="G15-fcell.2021.753456">
<bold>CDKN2A</bold>
</term>
<def>
<p>cyclin dependent kinase inhibitor&#x20;2A</p>
</def>
</def-item>
<def-item>
<term id="G16-fcell.2021.753456">
<bold>CDX2</bold>
</term>
<def>
<p>caudal type homeobox&#x20;2</p>
</def>
</def-item>
<def-item>
<term id="G17-fcell.2021.753456">
<bold>CK14</bold>
</term>
<def>
<p>cytokeratin&#x20;14</p>
</def>
</def-item>
<def-item>
<term id="G18-fcell.2021.753456">
<bold>CK19</bold>
</term>
<def>
<p>cytokeratin&#x20;19</p>
</def>
</def-item>
<def-item>
<term id="G19-fcell.2021.753456">
<bold>CRAF/Raf1</bold>
</term>
<def>
<p>Raf-1 proto-oncogene, serine/threonine kinase</p>
</def>
</def-item>
<def-item>
<term id="G20-fcell.2021.753456">
<bold>CSC</bold>
</term>
<def>
<p>cancer stem&#x20;cell</p>
</def>
</def-item>
<def-item>
<term id="G21-fcell.2021.753456">
<bold>CUX1</bold>
</term>
<def>
<p>cut like homeobox&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G22-fcell.2021.753456">
<bold>DNA</bold>
</term>
<def>
<p>deoxyribonucleic&#x20;acid</p>
</def>
</def-item>
<def-item>
<term id="G23-fcell.2021.753456">
<bold>E2F7</bold>
</term>
<def>
<p>E2F transcription factor&#x20;7</p>
</def>
</def-item>
<def-item>
<term id="G24-fcell.2021.753456">
<bold>EGF</bold>
</term>
<def>
<p>epidermal growth factor</p>
</def>
</def-item>
<def-item>
<term id="G25-fcell.2021.753456">
<bold>EGFR</bold>
</term>
<def>
<p>epidermal growth factor receptor</p>
</def>
</def-item>
<def-item>
<term id="G26-fcell.2021.753456">
<bold>ELF3</bold>
</term>
<def>
<p>E74 like ETS transcription factor&#x20;3</p>
</def>
</def-item>
<def-item>
<term id="G27-fcell.2021.753456">
<bold>EMT</bold>
</term>
<def>
<p>epithelial-mesenchymal transition</p>
</def>
</def-item>
<def-item>
<term id="G28-fcell.2021.753456">
<bold>EPCAM</bold>
</term>
<def>
<p>epithelial cell adhesion molecule</p>
</def>
</def-item>
<def-item>
<term id="G29-fcell.2021.753456">
<bold>ERK</bold>
</term>
<def>
<p>extracellular signal-regulated kinases</p>
</def>
</def-item>
<def-item>
<term id="G30-fcell.2021.753456">
<bold>ESRP1</bold>
</term>
<def>
<p>epithelial splicing regulatory protein&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G31-fcell.2021.753456">
<bold>ETV1</bold>
</term>
<def>
<p>ETS variant transcription factor&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G32-fcell.2021.753456">
<bold>EZH2</bold>
</term>
<def>
<p>enhancer of zeste 2 polycomb repressive complex 2 subunit</p>
</def>
</def-item>
<def-item>
<term id="G33-fcell.2021.753456">
<bold>FAT2</bold>
</term>
<def>
<p>FAT atypical cadherin&#x20;2</p>
</def>
</def-item>
<def-item>
<term id="G34-fcell.2021.753456">
<bold>FBP1</bold>
</term>
<def>
<p>fructose-bisphosphatase 1</p>
</def>
</def-item>
<def-item>
<term id="G35-fcell.2021.753456">
<bold>FGF2</bold>
</term>
<def>
<p>fibroblast growth factor&#x20;2</p>
</def>
</def-item>
<def-item>
<term id="G36-fcell.2021.753456">
<bold>FN</bold>
</term>
<def>
<p>fibronectin 1</p>
</def>
</def-item>
<def-item>
<term id="G37-fcell.2021.753456">
<bold>FOS</bold>
</term>
<def>
<p>Fos proto-oncogene, AP-1 transcription factor subunit</p>
</def>
</def-item>
<def-item>
<term id="G38-fcell.2021.753456">
<bold>FOXA1</bold>
</term>
<def>
<p>forkhead box protein&#x20;A1</p>
</def>
</def-item>
<def-item>
<term id="G39-fcell.2021.753456">
<bold>FOXA2</bold>
</term>
<def>
<p>forkhead box protein&#x20;A2</p>
</def>
</def-item>
<def-item>
<term id="G40-fcell.2021.753456">
<bold>FOXP1</bold>
</term>
<def>
<p>forkhead box P1</p>
</def>
</def-item>
<def-item>
<term id="G41-fcell.2021.753456">
<bold>FOXP4</bold>
</term>
<def>
<p>forkhead box P4</p>
</def>
</def-item>
<def-item>
<term id="G42-fcell.2021.753456">
<bold>GATA4</bold>
</term>
<def>
<p>GATA binding protein&#x20;4</p>
</def>
</def-item>
<def-item>
<term id="G43-fcell.2021.753456">
<bold>GATA6</bold>
</term>
<def>
<p>GATA binding protein&#x20;6</p>
</def>
</def-item>
<def-item>
<term id="G44-fcell.2021.753456">
<bold>GCG</bold>
</term>
<def>
<p>glucagon</p>
</def>
</def-item>
<def-item>
<term id="G45-fcell.2021.753456">
<bold>GEMM</bold>
</term>
<def>
<p>genetically engineered mouse&#x20;model</p>
</def>
</def-item>
<def-item>
<term id="G46-fcell.2021.753456">
<bold>GLI2</bold>
</term>
<def>
<p>GLI family zinc finger&#x20;2</p>
</def>
</def-item>
<def-item>
<term id="G47-fcell.2021.753456">
<bold>GLIS3</bold>
</term>
<def>
<p>GLIS family zinc finger&#x20;3</p>
</def>
</def-item>
<def-item>
<term id="G48-fcell.2021.753456">
<bold>HAS2</bold>
</term>
<def>
<p>hyaluronic acid synthase&#x20;2</p>
</def>
</def-item>
<def-item>
<term id="G49-fcell.2021.753456">
<bold>HDAC</bold>
</term>
<def>
<p>histone deacetylase</p>
</def>
</def-item>
<def-item>
<term id="G50-fcell.2021.753456">
<bold>HES1</bold>
</term>
<def>
<p>hairy and enhancer of split&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G51-fcell.2021.753456">
<bold>HGF</bold>
</term>
<def>
<p>hepatocyte growth factor</p>
</def>
</def-item>
<def-item>
<term id="G52-fcell.2021.753456">
<bold>HIF1A</bold>
</term>
<def>
<p>hypoxia inducible factor 1 subunit&#x20;alpha</p>
</def>
</def-item>
<def-item>
<term id="G53-fcell.2021.753456">
<bold>HKDC1</bold>
</term>
<def>
<p>hexokinase domain containing&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G54-fcell.2021.753456">
<bold>HNF1&#x3b1;</bold>
</term>
<def>
<p>hepatocyte nuclear factor 1&#x20;alpha</p>
</def>
</def-item>
<def-item>
<term id="G55-fcell.2021.753456">
<bold>HNF1&#x3b2;</bold>
</term>
<def>
<p>hepatocyte nuclear factor 1&#x20;beta</p>
</def>
</def-item>
<def-item>
<term id="G56-fcell.2021.753456">
<bold>HNF4&#x3b1;</bold>
</term>
<def>
<p>hepatocyte nuclear factor 4&#x20;alpha</p>
</def>
</def-item>
<def-item>
<term id="G57-fcell.2021.753456">
<bold>HNF6 (Onecut1)</bold>
</term>
<def>
<p>hepatocyte nuclear factor 6 (one cut family member&#x20;1)</p>
</def>
</def-item>
<def-item>
<term id="G58-fcell.2021.753456">
<bold>IFN</bold>
</term>
<def>
<p>interferon</p>
</def>
</def-item>
<def-item>
<term id="G59-fcell.2021.753456">
<bold>INK4A/ARF</bold>
</term>
<def>
<p>cyclin-dependent kinase 4 Inhibitor/alternative reading&#x20;frame</p>
</def>
</def-item>
<def-item>
<term id="G60-fcell.2021.753456">
<bold>INS1</bold>
</term>
<def>
<p>insulin I</p>
</def>
</def-item>
<def-item>
<term id="G61-fcell.2021.753456">
<bold>INS2</bold>
</term>
<def>
<p>insulin II</p>
</def>
</def-item>
<def-item>
<term id="G62-fcell.2021.753456">
<bold>INSM1</bold>
</term>
<def>
<p>insulinoma-associated 1/INSM transcriptional repressor&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G63-fcell.2021.753456">
<bold>IPMN</bold>
</term>
<def>
<p>intraductal papillary mucinous neoplasia</p>
</def>
</def-item>
<def-item>
<term id="G64-fcell.2021.753456">
<bold>ISL1</bold>
</term>
<def>
<p>islet 1/ISL LIM homeobox&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G65-fcell.2021.753456">
<bold>JAK</bold>
</term>
<def>
<p>janus kinase</p>
</def>
</def-item>
<def-item>
<term id="G66-fcell.2021.753456">
<bold>KDM6A</bold>
</term>
<def>
<p>lysine demethylase 6A</p>
</def>
</def-item>
<def-item>
<term id="G67-fcell.2021.753456">
<bold>KITLG</bold>
</term>
<def>
<p>KIT ligand</p>
</def>
</def-item>
<def-item>
<term id="G68-fcell.2021.753456">
<bold>KLF</bold>
</term>
<def>
<p>kr&#xfc;ppel-like factor</p>
</def>
</def-item>
<def-item>
<term id="G69-fcell.2021.753456">
<bold>KRAS</bold>
</term>
<def>
<p>KRAS proto-oncogene, GTPase</p>
</def>
</def-item>
<def-item>
<term id="G70-fcell.2021.753456">
<bold>MAFA</bold>
</term>
<def>
<p>musculoaponeurotic fibrosarcoma oncogene homolog A/MAF bZIP transcription factor&#x20;A</p>
</def>
</def-item>
<def-item>
<term id="G71-fcell.2021.753456">
<bold>MAFB</bold>
</term>
<def>
<p>musculoaponeurotic fibrosarcoma oncogene homolog A/MAF bZIP transcription factor&#x20;B</p>
</def>
</def-item>
<def-item>
<term id="G72-fcell.2021.753456">
<bold>MAPK</bold>
</term>
<def>
<p>mitogen-activated protein kinase</p>
</def>
</def-item>
<def-item>
<term id="G73-fcell.2021.753456">
<bold>MAZ</bold>
</term>
<def>
<p>MYC associated zinc finger protein</p>
</def>
</def-item>
<def-item>
<term id="G74-fcell.2021.753456">
<bold>MCN</bold>
</term>
<def>
<p>mucinous cystic neoplasm</p>
</def>
</def-item>
<def-item>
<term id="G75-fcell.2021.753456">
<bold>MET</bold>
</term>
<def>
<p>mesenchymal-epithelial transition</p>
</def>
</def-item>
<def-item>
<term id="G76-fcell.2021.753456">
<bold>miRNA</bold>
</term>
<def>
<p>microRNA</p>
</def>
</def-item>
<def-item>
<term id="G77-fcell.2021.753456">
<bold>MIST1</bold>
</term>
<def>
<p>muscle, intestine and stomach expression 1/basic helix-loop-helix family member A15 (BHLHA15)</p>
</def>
</def-item>
<def-item>
<term id="G78-fcell.2021.753456">
<bold>MMP</bold>
</term>
<def>
<p>matrix metalloprotease</p>
</def>
</def-item>
<def-item>
<term id="G79-fcell.2021.753456">
<bold>MNX1</bold>
</term>
<def>
<p>motor neuron and pancreas homeobox&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G80-fcell.2021.753456">
<bold>MPC</bold>
</term>
<def>
<p>multipotent progenitor&#x20;cell</p>
</def>
</def-item>
<def-item>
<term id="G81-fcell.2021.753456">
<bold>mTOR</bold>
</term>
<def>
<p>mammalian target of rapamycin</p>
</def>
</def-item>
<def-item>
<term id="G82-fcell.2021.753456">
<bold>MYC</bold>
</term>
<def>
<p>MYC proto-oncogene, bHLH transcription factor</p>
</def>
</def-item>
<def-item>
<term id="G83-fcell.2021.753456">
<bold>NECTIN1</bold>
</term>
<def>
<p>nectin cell adhesion molecule&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G84-fcell.2021.753456">
<bold>NEUROD1</bold>
</term>
<def>
<p>neuronal differentiation 1</p>
</def>
</def-item>
<def-item>
<term id="G85-fcell.2021.753456">
<bold>NFATC1</bold>
</term>
<def>
<p>nuclear factor of activated T&#x20;cells&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G86-fcell.2021.753456">
<bold>NFATC4</bold>
</term>
<def>
<p>nuclear factor of activated T&#x20;cells&#x20;4</p>
</def>
</def-item>
<def-item>
<term id="G87-fcell.2021.753456">
<bold>NFIX</bold>
</term>
<def>
<p>nuclear factor I&#x20;X</p>
</def>
</def-item>
<def-item>
<term id="G88-fcell.2021.753456">
<bold>NF-&#x3ba;B</bold>
</term>
<def>
<p>nuclear factor kappa&#x20;B</p>
</def>
</def-item>
<def-item>
<term id="G89-fcell.2021.753456">
<bold>NGN3</bold>
</term>
<def>
<p>neurogenin 3</p>
</def>
</def-item>
<def-item>
<term id="G90-fcell.2021.753456">
<bold>NKX2.2</bold>
</term>
<def>
<p>NK2 homeobox 2</p>
</def>
</def-item>
<def-item>
<term id="G91-fcell.2021.753456">
<bold>NKX6.1</bold>
</term>
<def>
<p>NK6 homeobox 1</p>
</def>
</def-item>
<def-item>
<term id="G92-fcell.2021.753456">
<bold>NR5A2</bold>
</term>
<def>
<p>nuclear receptor subfamily 5 group A member&#x20;2</p>
</def>
</def-item>
<def-item>
<term id="G93-fcell.2021.753456">
<bold>NSD2</bold>
</term>
<def>
<p>nuclear receptor binding SET domain protein&#x20;2</p>
</def>
</def-item>
<def-item>
<term id="G94-fcell.2021.753456">
<bold>p21(CIP/WAF1)</bold>
</term>
<def>
<p>cyclin-dependent kinase inhibitor 1/wild-type p53-activated fragment&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G95-fcell.2021.753456">
<bold>p53/TP53</bold>
</term>
<def>
<p>tumor protein&#x20;p53</p>
</def>
</def-item>
<def-item>
<term id="G96-fcell.2021.753456">
<bold>p63/TP63</bold>
</term>
<def>
<p>tumor protein&#x20;p63</p>
</def>
</def-item>
<def-item>
<term id="G97-fcell.2021.753456">
<bold>PaCa</bold>
</term>
<def>
<p>pancreatic cancer</p>
</def>
</def-item>
<def-item>
<term id="G98-fcell.2021.753456">
<bold>PAK</bold>
</term>
<def>
<p>p21 activated kinase</p>
</def>
</def-item>
<def-item>
<term id="G99-fcell.2021.753456">
<bold>PanIN</bold>
</term>
<def>
<p>pancreatic intraepithelial neoplasia</p>
</def>
</def-item>
<def-item>
<term id="G100-fcell.2021.753456">
<bold>PAX4</bold>
</term>
<def>
<p>paired box 4</p>
</def>
</def-item>
<def-item>
<term id="G101-fcell.2021.753456">
<bold>PAX6</bold>
</term>
<def>
<p>paired box 6</p>
</def>
</def-item>
<def-item>
<term id="G102-fcell.2021.753456">
<bold>PcG</bold>
</term>
<def>
<p>polycomb&#x20;group</p>
</def>
</def-item>
<def-item>
<term id="G103-fcell.2021.753456">
<bold>PDAC</bold>
</term>
<def>
<p>pancreatic ductal adenocarcinoma</p>
</def>
</def-item>
<def-item>
<term id="G104-fcell.2021.753456">
<bold>PDGF</bold>
</term>
<def>
<p>platelet-derived growth factor</p>
</def>
</def-item>
<def-item>
<term id="G105-fcell.2021.753456">
<bold>PDX</bold>
</term>
<def>
<p>patient-derived tumor xenograft</p>
</def>
</def-item>
<def-item>
<term id="G106-fcell.2021.753456">
<bold>PDX1</bold>
</term>
<def>
<p>pancreatic and duodenal homeobox&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G107-fcell.2021.753456">
<bold>PI3K</bold>
</term>
<def>
<p>phosphoinositide 3-kinases</p>
</def>
</def-item>
<def-item>
<term id="G108-fcell.2021.753456">
<bold>PLK1</bold>
</term>
<def>
<p>polo like kinase&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G109-fcell.2021.753456">
<bold>POU3F4</bold>
</term>
<def>
<p>POU class 3 homeobox&#x20;4</p>
</def>
</def-item>
<def-item>
<term id="G110-fcell.2021.753456">
<bold>PRC2</bold>
</term>
<def>
<p>polycomb repressor complex&#x20;2</p>
</def>
</def-item>
<def-item>
<term id="G111-fcell.2021.753456">
<bold>PROX1</bold>
</term>
<def>
<p>prospero homeobox 1</p>
</def>
</def-item>
<def-item>
<term id="G112-fcell.2021.753456">
<bold>PRRX1</bold>
</term>
<def>
<p>paired-related homeodomain transcription factor&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G113-fcell.2021.753456">
<bold>PTF1A/p48</bold>
</term>
<def>
<p>pancreas associated transcription factor&#x20;1a</p>
</def>
</def-item>
<def-item>
<term id="G114-fcell.2021.753456">
<bold>RASA3</bold>
</term>
<def>
<p>RAS p21 protein activator&#x20;3</p>
</def>
</def-item>
<def-item>
<term id="G115-fcell.2021.753456">
<bold>RBPJL</bold>
</term>
<def>
<p>recombination signal binding protein for immunoglobulin kappa J region&#x20;like</p>
</def>
</def-item>
<def-item>
<term id="G116-fcell.2021.753456">
<bold>RFX3</bold>
</term>
<def>
<p>regulatory factor X3</p>
</def>
</def-item>
<def-item>
<term id="G117-fcell.2021.753456">
<bold>RFX6</bold>
</term>
<def>
<p>regulatory factor X6</p>
</def>
</def-item>
<def-item>
<term id="G118-fcell.2021.753456">
<bold>RNA</bold>
</term>
<def>
<p>ribonucleic&#x20;acid</p>
</def>
</def-item>
<def-item>
<term id="G119-fcell.2021.753456">
<bold>RUNX3</bold>
</term>
<def>
<p>RUNX family transcription factor&#x20;3</p>
</def>
</def-item>
<def-item>
<term id="G120-fcell.2021.753456">
<bold>SCA1</bold>
</term>
<def>
<p>stem cell antigen&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G121-fcell.2021.753456">
<bold>SE</bold>
</term>
<def>
<p>super-enhancer</p>
</def>
</def-item>
<def-item>
<term id="G122-fcell.2021.753456">
<bold>SHH</bold>
</term>
<def>
<p>sonic hedgehog</p>
</def>
</def-item>
<def-item>
<term id="G123-fcell.2021.753456">
<bold>SIX1</bold>
</term>
<def>
<p>SIX homeobox 1</p>
</def>
</def-item>
<def-item>
<term id="G124-fcell.2021.753456">
<bold>SIX4</bold>
</term>
<def>
<p>SIX homeobox 4</p>
</def>
</def-item>
<def-item>
<term id="G125-fcell.2021.753456">
<bold>SLUG/SNAI2</bold>
</term>
<def>
<p>snail family transcriptional repressor&#x20;2</p>
</def>
</def-item>
<def-item>
<term id="G126-fcell.2021.753456">
<bold>SMAD4/DPC4</bold>
</term>
<def>
<p>SMAD family member 4/deleted in pancreatic cancer&#x20;4</p>
</def>
</def-item>
<def-item>
<term id="G127-fcell.2021.753456">
<bold>SNAIL/SNAI1</bold>
</term>
<def>
<p>snail family transcriptional repressor&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G128-fcell.2021.753456">
<bold>SOX2</bold>
</term>
<def>
<p>SRY-box transcription factor&#x20;2</p>
</def>
</def-item>
<def-item>
<term id="G129-fcell.2021.753456">
<bold>SOX9</bold>
</term>
<def>
<p>SRY-box transcription factor&#x20;9</p>
</def>
</def-item>
<def-item>
<term id="G130-fcell.2021.753456">
<bold>SPARC</bold>
</term>
<def>
<p>secreted protein acidic and cysteine&#x20;rich</p>
</def>
</def-item>
<def-item>
<term id="G131-fcell.2021.753456">
<bold>SPP1</bold>
</term>
<def>
<p>secreted phosphoprotein 1</p>
</def>
</def-item>
<def-item>
<term id="G132-fcell.2021.753456">
<bold>SSBP3</bold>
</term>
<def>
<p>single stranded DNA binding protein&#x20;3</p>
</def>
</def-item>
<def-item>
<term id="G133-fcell.2021.753456">
<bold>STAT3</bold>
</term>
<def>
<p>signal transducer and activator of transcription&#x20;3</p>
</def>
</def-item>
<def-item>
<term id="G134-fcell.2021.753456">
<bold>TF</bold>
</term>
<def>
<p>transcription factor</p>
</def>
</def-item>
<def-item>
<term id="G135-fcell.2021.753456">
<bold>TFIIH</bold>
</term>
<def>
<p>transcription factor IIH</p>
</def>
</def-item>
<def-item>
<term id="G136-fcell.2021.753456">
<bold>TGF&#x3b1;</bold>
</term>
<def>
<p>transforming growth factor&#x20;alpha</p>
</def>
</def-item>
<def-item>
<term id="G137-fcell.2021.753456">
<bold>TGF&#x3b2;</bold>
</term>
<def>
<p>transforming growth factor&#x20;beta</p>
</def>
</def-item>
<def-item>
<term id="G138-fcell.2021.753456">
<bold>TGIF1</bold>
</term>
<def>
<p>TG-interacting factor 1</p>
</def>
</def-item>
<def-item>
<term id="G139-fcell.2021.753456">
<bold>TJP1/ZO-1</bold>
</term>
<def>
<p>tight junctional protein 1/zonula occludens&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G140-fcell.2021.753456">
<bold>TPL</bold>
</term>
<def>
<p>triptolide</p>
</def>
</def-item>
<def-item>
<term id="G141-fcell.2021.753456">
<bold>TWIST1</bold>
</term>
<def>
<p>twist-related protein 1</p>
</def>
</def-item>
<def-item>
<term id="G142-fcell.2021.753456">
<bold>VIM</bold>
</term>
<def>
<p>vimentin</p>
</def>
</def-item>
<def-item>
<term id="G143-fcell.2021.753456">
<bold>WNT</bold>
</term>
<def>
<p>portmanteau from wingless and int-1 (locus of frequent mouse mammary tumor virus (MMTV) integration)</p>
</def>
</def-item>
<def-item>
<term id="G144-fcell.2021.753456">
<bold>XPB/ERCC3</bold>
</term>
<def>
<p>xeroderma pigmentosum type B/ERCC excision repair 3, TFIIH core complex helicase subunit</p>
</def>
</def-item>
<def-item>
<term id="G145-fcell.2021.753456">
<bold>YAP</bold>
</term>
<def>
<p>Yes1 associated transcriptional regulator</p>
</def>
</def-item>
<def-item>
<term id="G146-fcell.2021.753456">
<bold>ZEB1</bold>
</term>
<def>
<p>zinc finger E-box binding homeobox&#x20;1</p>
</def>
</def-item>
<def-item>
<term id="G147-fcell.2021.753456">
<bold>ZEB2</bold>
</term>
<def>
<p>zinc finger E-box binding homeobox&#x20;2</p>
</def>
</def-item>
</def-list>
</sec>
</back>
</article>