<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3-mathml3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="1.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell Dev. Biol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Cell and Developmental Biology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell Dev. Biol.</abbrev-journal-title>
</journal-title-group>
<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">1744403</article-id>
<article-id pub-id-type="doi">10.3389/fcell.2026.1744403</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Dynamic integrin expression, atypical nuclear localization, and spatial distribution during ovarian cancer progression and metastasis</article-title>
<alt-title alt-title-type="left-running-head">Bano et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcell.2026.1744403">10.3389/fcell.2026.1744403</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Bano</surname>
<given-names>Nazia</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2145499"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal Analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing - original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x26; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/">Writing - review and editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Browning</surname>
<given-names>Jack L.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2823222"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal Analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x26; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/">Writing - review and editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lewis</surname>
<given-names>Isabelle</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x26; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/">Writing - review and editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Amin</surname>
<given-names>Malaika</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x26; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/">Writing - review and editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zimmerman</surname>
<given-names>Piper</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal Analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x26; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/">Writing - review and editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lee</surname>
<given-names>Lina</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal Analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x26; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/">Writing - review and editing</role>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Schmelz</surname>
<given-names>Eva M.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1140243"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Funding acquisition" vocab-term-identifier="https://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing - original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x26; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/">Writing - review and editing</role>
</contrib>
</contrib-group>
<aff id="aff1">
<label>1</label>
<institution>Translational Biology, Medicine and Health, Virginia Tech</institution>, <city>Blacksburg</city>, <state>VA</state>, <country country="US">United States</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>School of Neuroscience, Virginia Tech</institution>, <city>Blacksburg</city>, <state>VA</state>, <country country="US">United States</country>
</aff>
<aff id="aff3">
<label>3</label>
<institution>Department of Human Nutrition, Foods and Exercise, Virginia Tech</institution>, <city>Blacksburg</city>, <state>VA</state>, <country country="US">United States</country>
</aff>
<aff id="aff4">
<label>4</label>
<institution>Department of Biology, Hollins University</institution>, <city>Roanoke</city>, <state>VA</state>, <country country="US">United States</country>
</aff>
<aff id="aff5">
<label>5</label>
<institution>Department of Statistics, Virginia Tech</institution>, <city>Blacksburg</city>, <state>VA</state>, <country country="US">United States</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Eva M. Schmelz, <email xlink:href="mailto:eschmelz@vt.edu">eschmelz@vt.edu</email>
</corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-25">
<day>25</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>14</volume>
<elocation-id>1744403</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>23</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Bano, Browning, Lewis, Amin, Zimmerman, Lee and Schmelz.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Bano, Browning, Lewis, Amin, Zimmerman, Lee and Schmelz</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-25">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Aggregation and adhesion of ovarian cancer cells are facilitated by integrins, key adhesion receptors in ovarian cancer. Here we identify changes in the expression of integrins (ITG), their ligands and regulators during ovarian cancer progression and metastatic dissemination that allow for the adaptation of the cellular phenotype to aggregation and adhesion and promote cancer cell survival and metastatic outgrowth.</p>
</sec>
<sec>
<title>Methods</title>
<p>We mimicked the stages of peritoneal dissemination of ovarian metastases by using benign cells and ovarian cancer cells representing slow- and fast developing disease and generated adherent, spheroid, and adherent-spheroid mouse ovarian surface epithelial cultures adjusted for oxygen and glucose levels as reported for malignant ascites. We determined changes in integrin expression, other adhesion receptors, ECM proteins and their regulators by qPCR RT2 PCR arrays and Western blotting. Spatial and intracellular protein expression in 3D spheroids was determined by confocal microscopy and quantitated by IMARIS software. Relevance of specific integrins for aggregation, adherence, and outgrowth was determined using specific inhibitors.</p>
</sec>
<sec>
<title>Results</title>
<p>Small changes in the highly expressed <italic>ITG&#x03B1;3, ITG&#x03B1;5, ITG&#x03B1;V</italic>, and <italic>ITG&#x03B2;1</italic> after aggregation in concert with elevated ITG&#x03B1;4 and ITG&#x03B1;5 expression suggested changes in integrin heterodimer composition that support aggregation. 3D spatial analysis of adherent spheroids revealed high expression of ITG&#x03B1;2, ITG&#x03B1;V, and ITG&#x03B2;1 at the adhesion sites, while ITG&#x03B1;3 was predominantly expressed in the spheroid periphery. This was not correlated to their distinct spatial expression patterns in spheroids (uniformly expressed or higher at the periphery). Importantly, most integrins and CD44 were localized in the nucleus where they potentially can affect gene transcription. Only the inhibition of ITG&#x03B1;V&#x03B2;1 and ITG&#x03B1;2&#x03B2;1 effectively suppressed spheroid adhesion and outgrowth, highlighting their importance as stage-specific target to block peritoneal metastasis.</p>
</sec>
<sec>
<title>Discussion</title>
<p>Our studies show that integrin expression and localization are dynamic, spatially regulated, and functionally compartmentalized during ovarian cancer progression and dissemination. The coordinated upregulation of integrins, other adhesion molecules (CD44, NCAM1, VCAM), ECM (FN1, collagens) and their regulators (SPP1, TIMP2,3) in response to the culture conditions indicate a complex reprogramming of adhesion networks that can facilitate different steps of ovarian cancer progression and dissemination. Nuclear localization of integrins and CD44 point to dual roles in adhesion, survival, and proliferation by activating adhesion-mediated signaling pathways and directly affect gene transcription that support a switch from a more dormant phenotype to active proliferation and invasion after adhesion.</p>
</sec>
</abstract>
<kwd-group>
<kwd>adhesion</kwd>
<kwd>ECM</kwd>
<kwd>integrins</kwd>
<kwd>metastasis</kwd>
<kwd>nuclear localization</kwd>
<kwd>ovarian cancer</kwd>
<kwd>progression</kwd>
<kwd>slow developing and aggressive disease</kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>National Institute of Food and Agriculture</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/100005825</institution-id>
</institution-wrap>
</funding-source>
</award-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. Funding for this project is supported by the USDA National Institute of Food and Agriculture Hatch project 1006578 (EMS).</funding-statement>
</funding-group>
<counts>
<fig-count count="7"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="90"/>
<page-count count="20"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Cell Adhesion and Migration</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>During metastasis, ovarian cancer cells exfoliate from the primary tumor, are transported throughout the peritoneal cavity by the flow of peritoneal fluids or ascites and rapidly adhere to the omentum or other secondary sites (<xref ref-type="bibr" rid="B29">Farsinejad et al., 2019</xref>). This transcoelomic dissemination is associated with a 5-year survival rate of only 30.8% (<xref ref-type="bibr" rid="B77">Society, 2025</xref>). Current multistep models of ovarian metastasis suggest that ovarian metastasis begins by detachment of single cells from the tumor, followed by aggregation of the cells in the peritoneal cavity and attachment at distant sites and formation of secondary lesions (<xref ref-type="bibr" rid="B52">Lengyel, 2010</xref>). More recent reports also show a detachment of multicellular cell clusters (<xref ref-type="bibr" rid="B4">Al Habyan et al., 2018</xref>). In patients, both single cells and spheroids have been observed (<xref ref-type="bibr" rid="B22">Davidson, 2001</xref>; <xref ref-type="bibr" rid="B49">Latifi et al., 2012</xref>). Cancer spheroids are more resistant to drug treatment (<xref ref-type="bibr" rid="B88">Yoshida et al., 2008</xref>; <xref ref-type="bibr" rid="B17">Compton et al., 2021</xref>; <xref ref-type="bibr" rid="B82">Swierczewska et al., 2023</xref>) and apoptosis (<xref ref-type="bibr" rid="B1">Aceto et al., 2014</xref>; <xref ref-type="bibr" rid="B10">Cai et al., 2015</xref>) and readily form secondary lesions (<xref ref-type="bibr" rid="B49">Latifi et al., 2012</xref>). Immune and stromal cells can be recruited to the spheroids (<xref ref-type="bibr" rid="B17">Compton et al., 2021</xref>; <xref ref-type="bibr" rid="B25">Ding et al., 2021</xref>; <xref ref-type="bibr" rid="B86">Yin et al., 2016</xref>), further increasing the spheroids&#x2019; metastatic potential (<xref ref-type="bibr" rid="B17">Compton et al., 2021</xref>; <xref ref-type="bibr" rid="B78">Sodek et al., 2009</xref>; <xref ref-type="bibr" rid="B62">Motohara et al., 2019</xref>). Thus, ovarian spheroids disseminating in the peritoneal cavity are considered the main metastatic units. The increased survival potential of spheroids (<xref ref-type="bibr" rid="B4">Al Habyan et al., 2018</xref>) indicates that aggregation of metastases provides signals conducive to the promotion of tumor cell survival, causing the formation of secondary lesions and disease recurrence. These changes are not unique to ovarian cancer but have also been observed in colon, breast, glioma, and prostate cancer (<xref ref-type="bibr" rid="B1">Aceto et al., 2014</xref>; <xref ref-type="bibr" rid="B67">Rayavarapu et al., 2015</xref>). The underlying mechanisms of the increased survival potential have yet to be fully elucidated. Our previous studies indicate that aggregation of ovarian cancer cells caused an increase in anti-apoptotic, stemness, and angiogenesis-related genes while genes involved in metabolism and proliferation were decreased (<xref ref-type="bibr" rid="B35">Grieco et al., 2023a</xref>). This correlated well with a significantly reduced cellular metabolism and ATP synthesis, the fragmentation of the mitochondrial network and the subsequently reduced spheroid growth (<xref ref-type="bibr" rid="B17">Compton et al., 2021</xref>; <xref ref-type="bibr" rid="B34">Grieco et al., 2021</xref>). After adhesion of the spheroids, the successful outgrowth would require the reversal of the spheroidal phenotype. Indeed, we have shown a rapid outgrowth of the spheroidal cells after adhesion that was accompanied by an increased mitobiogenesis and glucose uptake (<xref ref-type="bibr" rid="B18">Compton et al., 2022</xref>; <xref ref-type="bibr" rid="B36">Grieco et al., 2023b</xref>). These changes were only observed at sites of adhesion but not in the bulk of the spheroids, suggesting that adhesion provides signals for a phenotypical adaptation of the cancer cells to their changing microenvironment.</p>
<p>Both cell-cell and cell-ECM play crucial roles in the aggregation of exfoliated ovarian cancer cells, their attachment to the mesothelial lining of the peritoneal cavity as well as their disaggregation and invasion into the extracellular matrix (ECM) of the peritoneum (<xref ref-type="bibr" rid="B29">Farsinejad et al., 2019</xref>; <xref ref-type="bibr" rid="B75">Shield et al., 2007</xref>). Integrins are recognized as important cell adhesion receptors in ovarian cancer. They are transmembrane glycoproteins consisting of 18 &#x3b1; subunits and 8 &#x3b2; subunits that combine in a non-covalent manner to form 24 distinct &#x3b1;&#x3b2; heterodimer receptor complexes. The &#x3b1; integrin subunit primarily interacts with extracellular matrix (ECM) ligands from outside the cells, whereas the &#x3b2; subunit binds to actin cytoskeleton from inside the cells. These receptor complexes act as signaling hubs regulating both outside-in and inside-out signaling. Thus, the integrin heterodimer expression and composition and the ECM present in the tumor microenvironment will determine which signaling pathway is activated and, thereby, contribute to a distinct cellular response. In general, the interaction of integrin heterodimers with the ECM proteins stimulates proliferation and progression (see reviews (<xref ref-type="bibr" rid="B19">Cooper and Giancotti, 2019</xref>; <xref ref-type="bibr" rid="B53">Li et al., 2023</xref>; <xref ref-type="bibr" rid="B41">Hynes et al., 2002</xref>).</p>
<p>Several integrin (ITG) heterodimers have been shown to be involved in multiple stages of the metastatic process including the epithelial-mesenchymal transition, aggregation and adhesion of ovarian cancer cells, and disintegration and invasion the underlying matrix (see review (<xref ref-type="bibr" rid="B24">Dhaliwal and Shepherd, 2022</xref>)). Specifically, heterodimers including the &#x3b2;1 subunit were shown to be critical at different stages of metastasis. ITG&#x3b1;5&#x3b2;1 mediated the aggregation of the human ovarian cancer cell line OVCAR5, but not SKOV3 cells while other &#x3b1; subunits or CD44 had no effect. Other reports show the importance of ITG&#x3b1;5&#x3b2;1 for spheroid survival, adhesion to mesothelial cells, and invasion of the underlying ECM <italic>in vitro</italic> (<xref ref-type="bibr" rid="B57">Masi et al., 2023</xref>; <xref ref-type="bibr" rid="B79">Strobel and Cannistra, 1999</xref>) and both initial attachment and invasion of intraperitoneally injected SKOV3 cells (<xref ref-type="bibr" rid="B59">Mitra et al., 2011</xref>). ITG&#x3b1;2&#x3b2;1 has been implicated in spheroid disaggregation and proteolysis, key steps in spheroids adhesion and invasion at secondary sites (<xref ref-type="bibr" rid="B75">Shield et al., 2007</xref>). The high expression ITG&#x3b1;2&#x3b2;1 in ovarian tumors was associated with a lower progression-free survival (<xref ref-type="bibr" rid="B26">Dotzer et al., 2021</xref>). In platinum-resistant ovarian cancer cell lines, a high ITG&#x3b1;6 expression led to an increased adhesion to laminins, invasion of Matrigel <italic>in vitro</italic> and tumor growth in the peritoneal cavity (<xref ref-type="bibr" rid="B31">Gambelli et al., 2024</xref>). In contrast, while ITG&#x3b1;V&#x3b2;3 contributed to ovarian cancer cell adhesion, it slowed tumor progression and may act as a tumor suppressor (<xref ref-type="bibr" rid="B61">Moser et al., 1996</xref>). These studies indicate that there is an intricate link between integrin expression, heterodimer and ECM composition, and activation of signaling pathways that determine the cells&#x2019; functions such as changing to a contractile morphology (<xref ref-type="bibr" rid="B57">Masi et al., 2023</xref>). However, the expression, combination, and function of the integrin heterodimers appear to be distinct in different cell lines as well as dependent on tissue culture conditions <italic>in vitro</italic>, and the stage of the disease and tissue origin <italic>in vivo</italic>.</p>
<p>While critically important, little is known about how integrin expression changes at different stages of ovarian cancer and the consequences of these changes on progression and dissemination, adhesion and secondary outgrowth. Using a progressive model of ovarian cancer mouse ovarian surface epithelium cells, here we characterize changes in integrin expression during spheroid formation and adhesion of ovarian cancer spheroids to secondary sites using <italic>in vitro</italic> culture conditions that better represent the <italic>in vivo</italic> oxygen and glucose conditions. These culture conditions mimic the transition from a normoxic, high-glucose environment at the primary tumor site to a hypoxic, low-glucose state within the peritoneal cavity&#x2013;conditions that have been shown to selectively alter integrin expression in various cancers (<xref ref-type="bibr" rid="B42">Ju et al., 2017</xref>; <xref ref-type="bibr" rid="B47">Koivunen et al., 2025</xref>; <xref ref-type="bibr" rid="B65">Nam et al., 2024</xref>). Upon attachment to the mesothelium, the cancer cells re-enter a normoxic, high-glucose environment after gaining access to blood vessels and adapt their metabolic phenotype (<xref ref-type="bibr" rid="B17">Compton et al., 2021</xref>; <xref ref-type="bibr" rid="B34">Grieco et al., 2021</xref>; <xref ref-type="bibr" rid="B18">Compton et al., 2022</xref>; <xref ref-type="bibr" rid="B36">Grieco et al., 2023b</xref>) to ensure survival and successful metastasis.</p>
<p>Identifying the stage-dependent expression of integrins provides therapeutic targets for patients who present with advanced-stage disease characterized by widespread peritoneal dissemination and develop strategies targeting integrin signaling that may be especially effective in late-stage cancer. Such approaches could prevent secondary tumor outgrowth, reduce metastatic spread, and ultimately lower recurrence rates, which are currently a major cause of mortality in ovarian cancer patients.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<sec id="s2-1">
<title>Cell culture</title>
<p>The mouse ovarian surface epithelium model represents the progression of ovarian cancer, encompassing benign (MOSE-E), slow-developing (MOSE-L), and fast-developing disease (MOSE-L<sub>TIC<italic>v</italic>
</sub>) (<xref ref-type="bibr" rid="B68">Roberts et al., 2005</xref>). Their genotype and phenotype have been extensively characterized, and the expression of fallopian tube markers suggest that the MOSE cells represent serous ovarian cancer development (<xref ref-type="bibr" rid="B20">Creekmore et al., 2011</xref>; <xref ref-type="bibr" rid="B15">Cohen et al., 2013</xref>; <xref ref-type="bibr" rid="B16">Cohen et al., 2016</xref>; <xref ref-type="bibr" rid="B5">Anderson et al., 2013</xref>). MOSE-<sub>TIC<italic>v</italic>
</sub> cells were derived by harvesting the peritoneal fluid from mice injected with MOSE-L cells. This <italic>in vivo</italic> selection significantly increased the tumorigenicity from 1 &#xd7; 10<sup>6</sup> cells injected intraperitoneally into C57BL/6 mice causing lethal disease in &#x223c;100 days (MOSE-L) to 1 &#xd7; 104 cells causing lethal disease in 21 days (MOSE-L<sub>TIC<italic>v</italic>
</sub>) (<xref ref-type="bibr" rid="B68">Roberts et al., 2005</xref>; <xref ref-type="bibr" rid="B15">Cohen et al., 2013</xref>). MOSE cells were routinely cultured in high-glucose DMEM (HG; 25&#xa0;mM glucose) (Sigma-Aldrich), supplemented with 4% fetal bovine serum (FBS, Hyclone), 3.7&#xa0;g/L sodium bicarbonate (Sigma-Aldrich), and 1% penicillin -streptomycin solution (Thermo Fisher Scientific) at 5% CO<sub>2</sub> and 21% O<sub>2</sub> (normoxia, NO). Spheroid formation was achieved as described (<xref ref-type="bibr" rid="B17">Compton et al., 2021</xref>; <xref ref-type="bibr" rid="B18">Compton et al., 2022</xref>). Briefly, cells were seeded into ultra-low adherent 96-well plates (Corning) in hypoxia (HO, 2% oxygen), and low-glucose (LG, 5&#xa0;mM glucose) DMEM for 24&#xa0;h. This represents the oxygen (<xref ref-type="bibr" rid="B45">Kizaka-Kondoh et al., 2009</xref>; <xref ref-type="bibr" rid="B27">Emoto et al., 2010</xref>; <xref ref-type="bibr" rid="B63">Mutch and Williams, 1994</xref>) and glucose levels (<xref ref-type="bibr" rid="B55">Lippi et al., 2013</xref>) found in malignant ascites. The benign MOSE-E were not used here because these cells do not form viable spheroids. To mimic spheroid adhesion to the secondary site, MOSE-L, and MOSE-L<sub>TIC<italic>V</italic>
</sub> spheroids were generated in a LG DMEM in HY for 24&#xa0;h. To mimic initial attachment at secondary sites, spheroids were transferred to tissue culture-treated plates and kept in LG, HO conditions for 12&#xa0;h. At this timepoint, the spheroids were attached to the tissue culture plates, slightly flattened and had begun to grow onto the culture plates (outgrowth). Gained access to oxygen and nutrients after adhesion and angiogenesis (reoxygenation) was mimicked by changing the culture conditions to HG medium with 4% FBS at NO for an additional 16&#xa0;h. Thus, for the subsequent gene and protein analyses, the samples named &#x2018;adherent spheroids&#x2019; contained both actively outgrowing cells and the bulk of the spheroid.</p>
</sec>
<sec id="s2-2">
<title>Reverse transcriptase polymerase chain reaction</title>
<p>Total RNA was isolated from adherent cells, spheroids, and adherent-spheroids cultured in the conditions described above using the RNeasy Mini Kit (Qiagen). Complementary DNA (cDNA) was synthesized using the RT<sup>2</sup> First Strand Kit (Qiagen), according to the manufacturer&#x2019;s specifications. Gene expression profiling of adhesion molecules, their regulators, and extracellular matrix was performed using the RT<sup>2</sup> Profiler PCR Array for mouse extracellular matrix and adhesion molecules (Cat. No. 330231 PAMM-013ZR, Qiagen; gene list in <xref ref-type="sec" rid="s11">Supplementary Table S1</xref>). MOSE-L and MOSE-L<sub>TIC<italic>V</italic>
</sub> adherent spheroids were also cultured under hypoxic, low-glucose conditions to compare to their reoxygenated adherent spheroid counterpart. Real-time quantitative PCR was conducted using the QuantStudio 6 Pro (Thermo Fisher Scientific). Data normalization and &#x394;CT (<xref ref-type="sec" rid="s11">Supplementary Table S2</xref>) value comparisons between experimental groups were carried out using Qiagen&#x2019;s online analysis tools. A heatmap comparing &#x394;CT values across different stages of ovarian cancer dissemination was generated using Prism 10 (GraphPad). Data shown are the mean of 2-3 replicates.</p>
</sec>
<sec id="s2-3">
<title>Western blot</title>
<p>Western blotting was performed to quantify the protein expression in adherent cells, spheroids, and adherent spheroids. Proteins were extracted with RIPA buffer supplemented with protease and phosphatase inhibitors (Thermo Fisher Scientific). Protein concentrations were determined using the Pierce BCA Protein Assay Kit (Thermo Fisher Scientific). Proteins were separated on an 8% Bioacrylamide SDS-PAGE gel and transferred onto PVDF membranes (Bio-Rad). Membranes were blocked with 5% bovine serum albumin (BSA) in 1&#xd7; Tris-buffered saline containing 0.1% Tween-20 (TBST).</p>
<p>Primary antibodies were used to detect the integrin monomers ITG&#x3b1;2 (Thermo Fisher), ITG&#x3b1;3 (Thermo Fisher), ITG&#x3b1;4 (Millipore), ITG&#x3b1;5 (Cell Signaling), ITG&#x3b1;V (Millipore), ITG&#x3b1;6 (Thermo Fisher), ITG&#x3b2;1 (Novus Biologicals), and ITG&#x3b2;3 (Thermo Fisher). IRDye 680RD and IRDye 800CW secondary antibodies were used for visualizing the protein bands using the LI-COR Odyssey CLx imaging system (LI-COR Environmental). Protein expression levels were normalized to the housekeeping protein &#x3b1;-tubulin. Data are presented as mean &#xb1; SEM of at 3 to 4 biological replicates.</p>
</sec>
<sec id="s2-4">
<title>Immunofluorescence staining of actively outgrowing cells</title>
<p>Immunofluorescent staining was performed as described (<xref ref-type="bibr" rid="B68">Roberts et al., 2005</xref>) in adherent cells and adherent spheroids growing on glass coverslips using primary antibodies directed against ITG&#x3b1;2 (Thermo Fisher), ITG&#x3b1;3 (Thermo Fisher), ITG&#x3b1;4 (Millipore), ITG&#x3b1;5 (Cell Signaling), ITG&#x3b1;V (Millipore), ITG&#x3b1;6 (Thermo Fisher), ITG&#x3b2;1 (Novus Biologicals), and ITG&#x3b2;3 (Thermo Fisher) and the appropriate secondary antibodies (Invitrogen). After mounting onto glass slides using ProLong&#x2122; Gold Antifade Reagent with DAPI (Invitrogen), images of adherent cells and cell outgrowth around adherent spheroids were acquired with a Nikon 80<italic>i</italic> epifluorescence microscope and NIS-Elements BR3.0 software. Negative controls are shown in <xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>. Images were analyzed with ImageJ and quantitated with Prism 10 (GraphPad). Data are presented as mean &#xb1; SEM from three independent experiments performed in triplicate with approximately 30 images of the cells.</p>
</sec>
<sec id="s2-5">
<title>3D reconstruction of spheroids via laser Scanning confocal microscopy and protein quantitation using Imaris</title>
<p>To perform 3D imaging of spheroids, optical clearing technique was performed with the Miltenyi MACS Clearing kit as per the manufacturer&#x2019;s instructions. Briefly, fixed spheroids were transferred to a polypropylene Eppendorf tube and permeabilized with the MACS permeabilizing solution to allow for the penetration of the primary and secondary antibodies into the spheroids. Nuclei were stained with a DAPI solution (Thermo Fisher). After washing in 1X antibody staining solution, the spheroids were dehydrated in 50%, 70%, and 100% ethanol with 2%Tween 20, cleared in Miltenyi MACS clearing solution and transferred to 35&#xa0;mm<sup>3</sup> glass bottom confocal Petri dishes (Cellvis). The same procedure was used for adherent spheroids, but all the steps were performed in 33&#xa0;mm<sup>2</sup> glass bottom confocal Petri dishes. Optical Z stack slices were taken at 40X magnification with a Zeiss LSM880 laser scanning confocal microscope with Airy scan using Zen2 Blue software. Spatial localization of the proteins in the center slice of the non-adherent spheroids was determined by marking the outer rim of the mid-section with a circle of the same width for all spheroids and quantitate the fluorescence in both the outer rim and the center using ImageJ.</p>
<p>Following image acquisition of the adherent spheroids, further image analyses were performed using Imaris 9.8.2 software (Oxford Instruments). In the 3D spheroids, the compartmental fluorescence quantification of nuclear vs<italic>.</italic> cytoplasmic and cell membrane protein expression was performed. By masking the FITC signal using the DAPI-defined nuclear segmentation, only the cytoplasmic and cell membrane signals were considered in the cytosol compartment, while the nuclear signal was analyzed using DAPI overlapped FITC within the nuclear regions. This approach prevents misclassification of cytoplasmic protein as nuclear. Adherent spheroids were reconstructed by first defining key regions, such as the &#x201c;site of attachment&#x201d; and &#x201c;bottom,&#x201d; using manual contouring for precise boundary definition. To improve axial resolution and achieve more isotropic 3D data, deconvolution and background subtraction were applied. Segmentation was performed to accurately isolate individual cells from their surroundings. Then object-based measurements were conducted to generate scatter plots correlate to spatial metrics such as X, Y and Z-axis with mean fluorescence intensity values. Experiments were conducted in 3 independent trials with 3-5 spheroids and each of the images provided 20,000 IMARIS data points.</p>
</sec>
<sec id="s2-6">
<title>Cytotoxicity alamarBlue assay</title>
<p>The cytotoxicity of the integrin inhibitors BT3033, E7820, ITG-IN-TFA, GLPG0187, TC I-15, AIIB2, Cyclo (RGDyK), and K34c was tested using the alamarBlue assays as described (<xref ref-type="bibr" rid="B36">Grieco et al., 2023b</xref>) in MOSE-L and MOSE-L<sub>TIC<italic>v</italic>
</sub> monolayers and spheroids. Drug properties are shown in the <xref ref-type="sec" rid="s11">Supplementary Table S3</xref>. Determination of drug concentrations that do not overtly induce apoptosis and controls are shown in the <xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>. Spheroids were seeded in ULA 96-well plates and maintained for 24&#xa0;h under HO LG conditions, while monolayers were plated in 96-well plates under NO HG for 24&#xa0;h. Cells were then treated with drugs at the indicated concentrations in DMEM containing 2% FBS for 24&#xa0;h and 48&#xa0;h before AlamarBlue (10 &#xb5;L/well) was added to wells. Fluorescence was measured with a Cytation 5 plate reader (540/590&#xa0;nm). The highest growth-inhibitory but non-toxic concentrations were used for aggregation and outgrowth assays.</p>
</sec>
<sec id="s2-7">
<title>Spheroid aggregation and adhesion imaging</title>
<p>For the spheroid aggregation assay, MOSE-L and MOSE-L<sub>TICV</sub> cells were incubated with BT3033 (0.5, 5&#xa0;&#xb5;M), E7820 (15, 20&#xa0;&#xb5;M), ITG-IN-TFA (25, 30&#xa0;&#xb5;M), GLPG0187 (1.3, 5&#xa0;nM), TC-I 15 (20, 25&#xa0;&#xb5;M), AIIB2 (20, 30&#xa0;&#xb5;M), Cyclo (RGDyK) (5, 15&#xa0;&#xb5;M), and K34c (10, 15&#xa0;&#xb5;M) in ultra-low adherence plates for 24&#xa0;h under HO LG conditions. Aggregation was assessed qualitatively at 20X magnification using a Nikon Eclipse Ts2R microscope with NIS Elements BR5.43 imaging software. For adhesion assays, the same drug treatments were applied after spheroid formation. Images were taken following adhesion under HO LG conditions (24&#xa0;h) and following reoxygenation under NO HG conditions (48&#xa0;h).</p>
</sec>
<sec id="s2-8">
<title>Statistical analysis</title>
<p>All statistical analyses were performed using GraphPad Prism 10. Data are presented as mean &#xb1; SEM, with biological replicates of at least <italic>n</italic> &#x3d; 3. Comparisons between groups were analyzed using one-way or two-way ANOVA or paired t-test as indicated. Intensity measurements for both spheroid and adherent spheroid conditions were obtained using Imaris software which provided the means of 20,000 data points per trial. Spatial and intracellular differences were calculated with paired t-tests. Results were considered statistically significant at p &#x3c; 0.05.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Differential gene expression profile during ovarian cancer progression and metastatic dissemination</title>
<p>Given the critical role of integrins and integrin regulators in mediating cell&#x2013;cell and cell-ECM adhesion, we first assessed changes in integrin expression associated with ovarian cancer progression. We compared fold changes in gene expression levels between the benign MOSE-E, MOSE-L (representing slow-developing disease), and MOSE-L<sub>TIC<italic>v</italic>
</sub> (aggressive, fast-developing disease). In general, the expression levels of individual integrin subunits were very different between the cancer stages (<xref ref-type="sec" rid="s11">Supplementary Table S2</xref>). As shown in <xref ref-type="fig" rid="F1">Figure 1A</xref>, highly expressed in both cancer cell lines were <italic>ITG&#x3b1;3</italic>, <italic>ITG&#x3b1;5</italic>, <italic>ITG&#x3b1;V</italic>, and <italic>ITG&#x3b2;1</italic>. No, or very low expression (CT &#x3e; 35) was noted for <italic>ITG&#x3b1;E</italic>, <italic>ITG&#x3b1;L</italic>, <italic>ITG&#x3b1;M</italic>, and <italic>ITG&#x3b1;X</italic>. This was expected since these integrins are expressed mostly in immune cells (<xref ref-type="bibr" rid="B26">Dotzer et al., 2021</xref>). Most integrins were lower in MOSE-L compared to the benign MOSE-E (black bars) which was partially reversed in the highly aggressive MOSE-L<sub>TIC<italic>v</italic>
</sub> (green bars). Only <italic>ITG&#x3b1;2</italic> expression further decreased in the aggressive disease (<xref ref-type="fig" rid="F1">Figure 1A</xref>). Other adhesion molecules and regulators such as <italic>CD44</italic>, <italic>CTNNA1</italic>, <italic>CTNNB1, NCAM1</italic> and <italic>VCAM1</italic> were highly expressed in the MOSE cells while others were either low (<italic>CDH2</italic>, <italic>CTGF</italic>, <italic>ICAM1</italic>) or were not expressed (<xref ref-type="fig" rid="F1">Figure 1B</xref>; <xref ref-type="sec" rid="s11">Supplementary Table S2</xref>). A similar expression pattern as observed in the integrin expression with a lower expression in the MOSE-L than MOSE-E but higher in MOSE-L<sub>TIC<italic>v</italic>
</sub> was observed for <italic>CD44, CTGF</italic> and <italic>ICAM1</italic> (<xref ref-type="fig" rid="F1">Figure 1B</xref>). This elevation correlates well with their silencing in earlier stages of ovarian cancer but increased expression in later stages (<italic>CTGF</italic>) (<xref ref-type="bibr" rid="B12">Cannistra et al., 1995</xref>; <xref ref-type="bibr" rid="B43">Kikuchi et al., 2007</xref>), and contribution to an aggressive phenotype (<italic>CTGF</italic>, <italic>NCAM</italic>) (<xref ref-type="bibr" rid="B11">Cannistra et al., 1993</xref>; <xref ref-type="bibr" rid="B89">Zecchini et al., 2011</xref>), and stemness (<italic>CD44</italic>) (<xref ref-type="bibr" rid="B90">Zhang et al., 2008</xref>; <xref ref-type="bibr" rid="B80">Strobel et al., 1997</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Differential gene expression during progression. Fold changes in gene expression patterns of <bold>(A)</bold> integrins and <bold>(B)</bold> other adhesion molecules, <bold>(C)</bold> extracellular matrix, and <bold>(D)</bold> cell adhesion and ECM-related regulatory genes during <bold>(E)</bold> MOSE progression from benign (MOSE-E) to slow- (MOSE-L) and fast-developing disease (MOSE-L<sub>TIC<italic>v</italic>
</sub>) (generated with Biorender). Heatmap of changes in <bold>(F)</bold> integrin, <bold>(G)</bold> other adhesion molecules, <bold>(H)</bold> ECM and <bold>(I)</bold> their regulators expression in adherent monolayers (Adh), after aggregation (SPH), and adhesion in hypoxia (ADH SPH HOLG), and in adherent spheroids after reoxygenation (ADH SPH REOX).</p>
</caption>
<graphic xlink:href="fcell-14-1744403-g001.tif">
<alt-text content-type="machine-generated">Four bar graphs labeled A to D compare fold differences in gene expression for integrins, other adhesion molecules, extracellular matrix (ECM) components, and ECM regulators across three conditions, with color coding for each comparison. Panel E illustrates an ovarian cancer dissemination model, showing cancer cell detachment from the primary tumor, formation of spheroids, and secondary adherence, accompanied by corresponding microscopy images. Four clustered heatmaps display gene expression levels, with panels labeled Integrins, Other Adhesion Molecules, ECM, and ECM Regulators. Genes are listed on the y-axes and sample types with conditions on the x-axes. Color bars range from red (low) to blue (high), corresponding to delta CT values.</alt-text>
</graphic>
</fig>
<p>Important for ovarian cancer is the expression of ECM proteins such as collagens, <italic>FN1</italic>, <italic>TNC</italic>, and their regulators (<italic>MMPs</italic>, <italic>SPP1</italic>, <italic>TIMPs</italic>). We saw similar changes in their expression during MOSE progression with a reduced expression in the MOSE-L compared to the benign cells, but a higher expression in the MOSE-L<sub>TIC<italic>v</italic>
</sub> (<italic>Col2A1</italic>, <italic>LAMA2, LAMB3, THBS2, MMP3,9,10,13,</italic> and <italic>SPP1</italic>). However, most of these genes were still highly expressed (<xref ref-type="fig" rid="F1">Figures 1C,D</xref>; <xref ref-type="sec" rid="s11">Supplementary Table S2</xref>) and we have shown previously that both COL1A1 and FN1 are rapidly secreted by MOSE spheroids (<xref ref-type="bibr" rid="B74">Shea et al., 2023</xref>). <italic>MMP3</italic> expression was higher in the MOSE-L<sub>TIC<italic>v</italic>
</sub> than in the benign MOSE-E (<xref ref-type="fig" rid="F1">Figure 1D</xref>), which correlates well with studies in human tissue that show an elevation of <italic>MMP3</italic> in higher-grade ovarian cancer tissues (<xref ref-type="bibr" rid="B84">Wang et al., 2019</xref>). <italic>SPP1</italic> (osteopontin), a glycoprotein overexpressed in many cancer types and associated with a poor prognosis (<xref ref-type="bibr" rid="B85">Wei et al., 2020</xref>), was overexpressed in the MOSE-L<sub>TIC<italic>v</italic>
</sub> cells while the expression of <italic>SPARC</italic>, an inhibitor of ovarian cancer, growth and invasion (<xref ref-type="bibr" rid="B70">Said et al., 2007</xref>) was progressively reduced during MOSE progression albeit still highly expressed (<xref ref-type="fig" rid="F1">Figure 1D</xref>). <italic>LAMA1</italic> and <italic>LAMC1</italic> were sequentially reduced in the cancer cells, while <italic>LAMB2</italic> was higher in the cancer cells. This correlates well with reports of their expression patterns in human ovarian tumor tissues (<xref ref-type="bibr" rid="B48">Kuhn et al., 2012</xref>). These data suggest that while the changes in the adhesion molecules, ECM components, and their remodeling enzymes were modest, together they may represent complex, stage-specific shifts that support cancer progression. Similar shifts higher expression of these adhesion-related molecules in MOSE-L<sub>TIC<italic>v</italic>
</sub> may be contributing to their increased metastatic potential and aggressive behavior.</p>
</sec>
<sec id="s3-2">
<title>Gene expression changes during aggregation and adhesion</title>
<p>To mimic the transcoelomic metastasis of ovarian cancer rather than using cell monolayers we generated spheroids of the MOSE-L and the aggressive MOSE-L<sub>TIC<italic>v</italic>
</sub> cells in hypoxic and low glucose culture conditions as observed in ascites (<xref ref-type="bibr" rid="B72">Schielzeth et al., 2020</xref>). We then let them adhere in the same culture conditions (adherent spheroids) and then mimicked gaining access to oxygen and nutrients (reoxygenation-reox) by changing the culture conditions to normoxia and high glucose media (NOHG) (<xref ref-type="fig" rid="F1">Figure 1E</xref>). Highly expressed in all culture conditions in both MOSE-L and MOSE-L<sub>TIC<italic>v</italic>
</sub> were <italic>ITG&#x3b2;1</italic>, <italic>ITG&#x3b1;3, ITG&#x3b1;V</italic>, and <italic>ITG&#x3b1;5</italic>. This is in agreement with their expression in human tumors (<xref ref-type="bibr" rid="B2">Ahmed et al., 2002</xref>; <xref ref-type="bibr" rid="B3">Ahmed et al., 2005</xref>). As shown in <xref ref-type="fig" rid="F1">Figure 1F</xref>, several integrins were higher expressed after aggregation (<italic>ITG&#x3b2;2</italic> and <italic>ITG&#x3b2;3)</italic> while only <italic>ITG&#x3b1;3</italic> was downregulated by aggregation in both cell lines. Other integrins changed in a cell type-specific manner. In MOSE-L<sub>TIC<italic>v</italic>
</sub>, aggregation increased the expression of <italic>ITG&#x3b1;2</italic>, <italic>ITG&#x3b1;4</italic>, <italic>ITG&#x3b2;2</italic>, and <italic>ITG&#x3b2;4,</italic> suggesting a contribution to cell-cell adhesion and survival. <italic>ITG&#x3b1;3</italic>, <italic>ITG&#x3b1;5</italic>, and <italic>ITG&#x3b2;1</italic> were reduced in MOSE-L<sub>TIC<italic>v</italic>
</sub> spheroids. In contrast, integrin expression either did not change in MOSE-L or in the opposite direction from MOSE-L<sub>TIC<italic>v</italic>
</sub>. Adhesion of the spheroids in HO LG conditions had a limited effect on integrin expression in MOSE-L<sub>TIC<italic>v</italic>
</sub> where we observed an increased expression of <italic>ITG&#x3b2;1</italic> and <italic>ITG&#x3b1;5</italic> while <italic>ITG&#x3b1;2</italic> and <italic>ITG&#x3b1;4</italic> expression levels were lower (<xref ref-type="fig" rid="F1">Figure 1F</xref>). In MOSE-L, <italic>ITG&#x3b1;2</italic>, <italic>ITG&#x3b1;4</italic>, <italic>ITG&#x3b2;2</italic>, and <italic>ITG&#x3b2;3</italic> were increased while <italic>ITG&#x3b1;5</italic> was decreased after spheroid adhesion. In contrast, exposure of the adherent spheroids to reoxygenation caused an increase in most integrins in both cell lines. The fast-developing disease was characterized by more pronounced increases in all integrins but <italic>ITG&#x3b2;2</italic>, <italic>ITG&#x3b2;3</italic>, and <italic>ITG&#x3b2;4</italic> which decreased after reoxygenation. These results imply differential roles of individual integrins in aggregation and adhesion and at different stages of the disease.</p>
<p>There were little changes in the other highly expressed adhesion molecules in MOSE-L after aggregation but an increased expression of <italic>CD44</italic>, <italic>CDH2</italic>, and <italic>NCAM1</italic> in MOSE-L<sub>TIC<italic>v</italic>
</sub> (<xref ref-type="fig" rid="F1">Figure 1G</xref>). Adhesion of the spheroids caused an increase in the expression of <italic>CTGF</italic>, <italic>ICAM1</italic>, and <italic>CTNNA1</italic> in both cell lines while all other shifts were cell type specific. Notably, <italic>NCAM1</italic> was decreased in in MOSE-L<sub>TIC<italic>v</italic>
</sub> but still higher expressed than in MOSE-L which expressed higher levels of <italic>VCAM1</italic> after aggregation. In addition to adhesion, both proteins guide immune cell trafficking and recruitment. Reoxygenation increased adhesion molecules mostly in the MOSE-L<sub>TIC<italic>v</italic>
</sub> (<italic>CD44</italic>, <italic>CDH1</italic>, <italic>CTNNA1</italic>) while only <italic>CDH3</italic> and <italic>CTGF</italic> were upregulated and <italic>ICAM-1</italic> was downregulated in both cell lines (<xref ref-type="fig" rid="F1">Figure 1G</xref>).</p>
<p>There was also very little overlap in ECM genes that responded to aggregation with an increase (<italic>ECM1</italic>) or a decrease in expression levels (<italic>COL3A1</italic>, <italic>COL4A1</italic>) between the slow- and the fast-developing disease. The aggressive MOSE-L<sub>TIC<italic>v</italic>
</sub> showed robust increases in several collagens, <italic>FN1</italic>, <italic>HAPLN1, LAMB2</italic>, <italic>LAMC1</italic>, <italic>POSTN, TNC</italic>, and <italic>THBS2</italic> after aggregation but reduced levels of <italic>LAMB2</italic> and <italic>TNC</italic> (<xref ref-type="fig" rid="F1">Figure 1H</xref>), suggesting a role of these genes in cell-cell adhesion. After adhesion of the spheroids, several collagens (notably <italic>COL1A1</italic> and <italic>COL3A1</italic>) were upregulated in the MOSE-L<sub>TIC<italic>v</italic>
</sub> but reduced in the MOSE-L spheroids. While still highly expressed in all stages of dissemination, <italic>FN1</italic> was highly elevated after reoxygenation in both cell lines as were <italic>COL1A1</italic>, <italic>COL4A2</italic>, <italic>COL5A1</italic>, and <italic>TNC</italic>.</p>
<p>ECM regulators that were highly expressed in both cell lines (<italic>TIMP2</italic>, <italic>TIMP3</italic> and <italic>SPP1</italic>) were reduced after aggregation but higher in adherent spheroids (<xref ref-type="fig" rid="F1">Figure 1I</xref>). In contrast, <italic>SPARC</italic> expression was reduced after aggregation with a gradual increase after aggregation and adhesion of MOSE-L<sub>TIC<italic>v</italic>
</sub> spheroids and reoxygenation. MMPs were mostly upregulated by aggregation and further by adhesion of the spheroids in MOSE-L. We observed little changes in these genes in MOSE-L<sub>TIC<italic>v</italic>
</sub> after aggregation and reduced expression after adhesion of the MOSE-L<sub>TIC<italic>v</italic>
</sub> spheroids. Reoxygenation of the adherent spheroids increased several of the highly expressed ECM regulators in both cell lines. These data suggest that the interactions of specific integrins, adhesion molecules, ECM and their regulators play a role at specific stages during ovarian cancer dissemination. Our data also show a distinct difference between the responses of the cell types to these culture conditions that may contribute to the aggressive phenotype of the MOSE-L<sub>TIC<italic>v</italic>
</sub>.</p>
</sec>
<sec id="s3-3">
<title>Differential integrin expression across stages of ovarian cancer progression and metastasis</title>
<p>Integrins are recognized as key players in cancer, contributing significantly to processes such as migration, tumor invasion, and metastasis (<xref ref-type="bibr" rid="B38">Hamidi and Ivaska, 2018</xref>; <xref ref-type="bibr" rid="B37">Haake et al., 2024</xref>). Altered integrins expression is commonly linked to the aggressive nature of cancer cells by enhancing their capacity to invade nearby tissues and metastasize to distant locations (<xref ref-type="bibr" rid="B38">Hamidi and Ivaska, 2018</xref>). Thus, we focused next on integrins and compared changes in their protein expression during the metastatic spreading of ovarian cancer (<xref ref-type="fig" rid="F1">Figure 1B</xref>) to the qPCR results above. Our results revealed distinct patterns of integrin expression at each stage: a gradual increase (ITG&#x3b1;3) or decrease (ITG&#x3b2;3) in integrin expression as ovarian cancer progresses to advanced stages during dissemination, a decreased expression after spheroid formation but increased after spheroid adhesion (ITG&#x3b1;2, ITG&#x3b1;V, ITG&#xdf;1), or an increased expression in spheroids but decreased after spheroid adhesion (ITG&#x3b1;4, ITG&#x3b1;5 and ITG&#x3b1;6) (<xref ref-type="fig" rid="F2">Figures 2A,B</xref>). These results are similar to qPCR data above, confirming expression changes at both the gene and protein levels.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Differential protein expression during metastasis. <bold>(A)</bold> Comparison of adherent cells (ADH), spheroids (SPH), and adherent spheroids (ADH SPH) by Western blot analyses. <bold>(B)</bold> Quantitation of protein changes. &#x2a;p &#x3c; 0.05; &#x2a;&#x2a;p &#x3c; 0.01; &#x2a;&#x2a;&#x2a;p &#x3c; 0.001 as determined by two-way ANOVA.</p>
</caption>
<graphic xlink:href="fcell-14-1744403-g002.tif">
<alt-text content-type="machine-generated">Western blot and bar graph analysis comparing expression of integrin subunits (ITG&#x3B1;2, ITG&#x3B1;3, ITG&#x3B1;4, ITG&#x3B1;5, ITG&#x3B1;V, ITG&#x3B1;6, ITG&#x3B2;1, ITG&#x3B2;3) and &#x3B1;-Tubulin in MOSE-L and MOSE-L_TICV cell types across ADH, SPH, and ADH SPH conditions. Bar graphs below each blot quantify protein expression normalized to housekeeping protein, with statistical significance indicated.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-4">
<title>Spatial and intracellular integrin expression in 3D spheroids</title>
<p>Changes in the expression of integrins such as ITG&#x3b2;1 or ITG&#x3b1;2 were less pronounced than expected after review of the current literature (<xref ref-type="bibr" rid="B57">Masi et al., 2023</xref>; <xref ref-type="bibr" rid="B79">Strobel and Cannistra, 1999</xref>; <xref ref-type="bibr" rid="B26">Dotzer et al., 2021</xref>). We hypothesized that integrin expression changes may occur only at specific sites of the spheroids and may be masked by the unresponsive bulk of the spheroid when quantitated by qPCR or Western blotting Therefore, we next investigated spatial differences in integrin expression in the spheroids, selecting integrins that showed a change in expression after aggregation and adhesion. Here, we employed a 3D reconstruction model of laser-scanning confocal microscopy images. Shown in <xref ref-type="fig" rid="F3">Figure 3</xref> are distinct differences in the distribution of highly expressed integrins and CD44 in the center section of non-adherent MOSE-L (<xref ref-type="fig" rid="F3">Figure 3A</xref>) and MOSE-L<sub>TIC<italic>v</italic>
</sub> (<xref ref-type="fig" rid="F3">Figure 3B</xref>) spheroids. Most integrins were significantly higher expressed in the periphery of the spheroids as demonstrated by a ratio of protein expression in the periphery over expression in the core &#x3e;1 while ITG&#x3b1;V and ITG&#x3b1;6 were uniformly expressed throughout the spheroids (ratio periphery/core &#x223c;1) (<xref ref-type="fig" rid="F3">Figure 3C</xref>). The ratio of ITG&#x3b1;2, ITG&#x3b1;3, and ITG&#x3b2;3 expression in the periphery versus core was significantly higher in the MOSE-L<sub>TIC<italic>v</italic>
</sub> than in the MOSE-L while there was no difference observed for the other integrins. Interestingly, in addition to a different spatial expression of the integrins in the spheroids, we also observed differences in the intracellular location of the integrins. Therefore, we measured the mean fluorescence intensity of integrin expression in the nucleus or the cytoplasm and plasma membrane with the Imaris software as described in the method section. In both cell lines, only ITG&#x3b1;2 was expressed mostly in the cytosol and plasma membrane (not significant for MOSE-L<sub>TIC<italic>v</italic>
</sub>) while all other integrins were significantly higher expressed in the nucleus (<xref ref-type="fig" rid="F3">Figure 3D</xref>). In general, cells in the periphery had a higher expression of integrins in the cytosol, while cells localized at the core of the spheroid showed a predominant nuclear location (see <xref ref-type="fig" rid="F3">Figures 3A,B</xref>, right column). While investigations into the function of nuclear integrins were beyond the scope of this investigation, the potential impact of the integrins on gene expression and, thereby, on the phenotype of the cancer cells is of great importance. Similarly, the key adhesion and signaling molecule CD44 was higher expressed in peripheral regions of the spheroids with an intracellular location shift from nuclear expression in the spheroid core to membrane/cytosolic in the peripheral cells (see z-stack in <xref ref-type="sec" rid="s11">Supplementary Video S1</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Spatial integrin expression in ovarian cancer spheroids. Integrin and CD44 expression in the center section of non-adherent <bold>(A)</bold> MOSE-L and <bold>(B)</bold> MOSE-L<sub>TIC<italic>v</italic>
</sub> spheroids grown in low glucose and hypoxia; Bar &#x3d; 30&#xa0;&#x3bc;m. <bold>(C)</bold> Mean fluorescence intensity in the periphery -P- or the core -C- of the spheroids. The ratio of periphery over core expression is shown on the right side for each protein. <bold>(D)</bold> Quantitation of nuclear versus cytosolic expression. &#x2a;p &#x3c; 0.05; &#x2a;&#x2a;p &#x3c; 0.01; &#x2a;&#x2a;&#x2a;p &#x3c; 0.001 as determined by paired t-test.</p>
</caption>
<graphic xlink:href="fcell-14-1744403-g003.tif">
<alt-text content-type="machine-generated">Panel A shows nine fluorescent 3D microscopy images of MOSE-L spheroid centers labeled for different markers, each with a magnified inset highlighting cell distribution and marker localization. Panel B presents similar sets for MOSE-LTICv spheroid centers, also with magnified insets, allowing comparison of marker expression and cellular organization between the two sample types. Panel of scientific graphs displays protein expression and subcellular localization data for integrin subunits and CD44 in MOSE-L and MOSE-LTICV cells. Scatter plots (section C) compare protein expression in the periphery and core, along with ratio, using blue and gray dots for each cell type, with statistical significance indicated by asterisks. Bar charts (section D) show nuclear and cytoplasmic fluorescence intensities for the same proteins in both cell types, also with statistical comparisons.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-5">
<title>Site-specific integrin expression after spheroid adhesion</title>
<p>We then determined the impact of adhesion on integrin expression and distribution using laser scanning microscopy and 3D reconstruction of the Z-stack images. We focused specifically on ITG&#x3b1;2, ITG&#x3b1;3, ITG&#x3b1;V, and ITG&#x3b2;1 expression and localization since these integrins were upregulated in adherent spheroids as determined by Western blot (<xref ref-type="fig" rid="F2">Figure 2</xref>) albeit this provided only a bulk expression profile without spatial distribution analysis. The Imaris software allowed us to visualize integrin distribution and color mapping the mean intensity levels of integrin expression at the adhesion site (<xref ref-type="fig" rid="F4">Figure 4A</xref>) or throughout the adherent spheroid (<xref ref-type="fig" rid="F4">Figure 4B</xref>). As shown in <xref ref-type="fig" rid="F4">Figure 4A</xref>, ITG&#x3b1;2 and ITG&#x3b1;V showed a strong expression at the site of adherence and in the outgrowth in both MOSE-L and MOSE-L<sub>TIC<italic>V</italic>
</sub> models while ITG&#x3b1;2 and ITG&#x3b2;1 were found highly expressed in the cells growing out from the spheroid after attachment. ITG&#x3b2;1 expression was also found on the site of adherence but that was more variable between spheroids. The 3D reconstruction of the attached and somewhat flattened spheroids in <xref ref-type="fig" rid="F4">Figure 4B</xref> (cut off vertically at the middle of the attached spheroid with outgrowth areas on the left side) shows that adhesion differentially affected integrin expression. While there was a low ITG&#x3b1;2 expression in the outer layer of the floating spheroids and very little expression in their core (see <xref ref-type="fig" rid="F3">Figures 3A,B</xref>), after adhesion ITG&#x3b1;2 expression was apparent at the site of adhesion. Importantly, this was not restricted to a few cell layers but an intermediate intensity extended up to 40&#x2013;50&#xa0;&#x3bc;m into the spheroid core from the adhesion site. This change in expression was similar to the adhesion effects on ITG&#x3b1;V expression. In contrast, ITG&#x3b1;3 was mostly expressed at the site of spheroid outgrowth and at the spheroid surface while ITG&#x3b2;1 was expressed at the adhesion sites but was highest in the outgrowing cells (<xref ref-type="fig" rid="F4">Figure 4B</xref>). These results indicate that integrin expression during spheroid formation and attachment is not uniform, but rather spatially regulated, likely depending on each integrin&#x2019;s role in anchoring, invasion, and interaction with the surrounding tumor microenvironment.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>3D spatial integrin expression in adherent spheroids. Spheroids were allowed to attach to tissue culture-treated plates in low glucose and oxygen conditions. Proteins were visualized via immunofluorescent staining and confocal imaging. <bold>(A)</bold> Integrin expression at the site of adhesion. Left column: top view of adherent spheroid. <bold>(B)</bold> Cross section of adherent spheroids cut at top of spheroid and image reconstruction of the z-stack. Height: 40&#x2013;60&#xa0;&#x3bc;m dependent on the flattening of the spheroid after attachment. Bar &#x3d; 20&#xa0;&#x3bc;m. Blue represents low to no expression while green and yellow and indicate higher expression and red highest expression.</p>
</caption>
<graphic xlink:href="fcell-14-1744403-g004.tif">
<alt-text content-type="machine-generated">Panel A contains 3D immunofluorescent images of MOSE-L and MOSE-LTICv spheroids labeled with DAPI, ITG&#x3B2;1, and ITG&#x3B1;2, ITG&#x3B1;3, or ITG&#x3B1;V at the site of attachment, with overlays in the fourth column. Panel B shows 3D surface plots for ITG&#x3B1;2, ITG&#x3B1;3, ITG&#x3B1;V, and ITG&#x3B2;1 signal intensity in MOSE-L and MOSE-LTICv samples, using a color scale from low (purple) to high (red) intensity.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-6">
<title>Integrin expression in the cell outgrowth after spheroid attachment</title>
<p>To investigate the plasticity of integrin expression, specifically their response to adhesion and proliferation, we compared the integrin expression in cells growing out from the adherent spheroids (outgrowth) to the original adherent monolayer cells to determine if the expression levels returned to the original levels. The expression levels of ITG&#x3b1;2, ITG&#x3b1;3, and ITG&#x3b2;1 were higher in the outgrowth while only CD44 was lower in the outgrowth in both cell types (<xref ref-type="fig" rid="F5">Figures 5A,B</xref>). Other integrins were either higher (ITG&#x3b1;V), lower (ITG&#x3b1;5, ITG&#x3b2;3) in the outgrowth of MOSE-L or were not different (ITG&#x3b1;&#x3b1;4). In contrast, in MOSE-L<sub>TIC<italic>v</italic>
</sub> we observed a significant increase in ITG&#x3b1;5 in the outgrowing cells and a reduced expression of ITG&#x3b1;4 while the expression levels of ITG&#x3b1;V, ITG&#x3b1;6, and ITG&#x3b2;3 was not different from the original monolayers. Interestingly, the intracellular localization did not change for most integrins. Most integrins were expressed both in the cytosol and in the nuclei while ITG&#x3b1;2I and ITG&#x3b2;3 were mostly expressed in the cytosol. Only ITG&#x3b1;3 and ITG&#x3b2;3 expression changed from mostly cytosolic to mostly nuclear in MOSE-L<sub>TIC<italic>v</italic>
</sub> outgrowth (<xref ref-type="fig" rid="F5">Figure 5A</xref>). In MOSE-E cells, integrins were expressed in the cytosol or at the focal adhesions but not in the nucleus. This focal adhesion localization was not observed in the cancer cells in either the monolayers or the outgrowths. This correlates well with the low focal adhesion number and size in the cancer cells we have observed before (<xref ref-type="bibr" rid="B21">Creekmore et al., 2013</xref>). These results suggest a role of the nuclear localization of integrins in the transformation and progression of ovarian cells and point to both an adaptation to culture conditions and the return to the expression patterns of the original monolayer for some integrins but a differential role of specific integrins in the outgrowing cells from the attached spheroids in a cell type-specific manner.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Plasticity of integrin changes. The integrin expression in the cells growing out from the adherent spheroids (ADH SPH) were compared to <bold>(A)</bold> the original cell monolayer (ADH) and <bold>(B)</bold> quantitated by ImageJ &#x2a;p &#x3c; 0.05; &#x2a;&#x2a;p &#x3c; 0.01; &#x2a;&#x2a;&#x2a;p &#x3c; 0.001 as determined by paired t-test. Bar &#x3d; 20&#xa0;&#x3bc;m.</p>
</caption>
<graphic xlink:href="fcell-14-1744403-g005.tif">
<alt-text content-type="machine-generated">Panel A displays fluorescent microscopy images of MOSE-E, MOSE-L, and MOSE-LTICv cells stained for various integrins and CD44, with integrins in green and nuclei in blue; images are grouped by cell type and condition. Panel B contains scatter plots comparing mean fluorescence intensity for each marker across different cell types and conditions, with statistical significance indicated by asterisks.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-7">
<title>Identification of integrins as targets to prevent aggregation and adhesion</title>
<p>To determine which integrin expression is critical for aggregation and adhesion, we used commercially available inhibitors against differentially expressed integrins in concentrations that stunted growth but did not affect cell viability (<xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>) and monitored MOSE aggregation and adhesion. As shown in <xref ref-type="fig" rid="F6">Figure 6A</xref>, the MOSE cells form a single, tight spheroid after 24&#xa0;h incubation in low oxygen and glucose conditions. Inhibition of ITG&#x3b1;2&#x3b2;1 with BT3033 prevented aggregation in both cell types in concentrations from 0.5 to 5&#xa0;&#x3bc;M (<xref ref-type="fig" rid="F6">Figure 6A</xref> and data not shown) while multiple small spheroids still formed in MOSE-L<sub>TIC<italic>v</italic>
</sub>. However, neither TC-I, also an ITG&#x3b1;2&#x3b2;1 inhibitor, nor inhibition of the ITG&#x3b1;2 (with E7820) or ITG&#x3b2;1 (with AllB2) monomers suppressed aggregation. Similarly, inhibition of ITG&#x3b1;5&#x3b2;1, ITG&#x3b1;V&#x3b2;3, or ITG&#x3b1;V did not prevent aggregation. Only CycloY (RGDyK), a specific ITG&#x3b1;V&#x3b2;3 inhibitor, suppressed aggregation in MOSE-L at 15&#xa0;&#x3bc;M while the fusion to a single spheroid but not aggregation <italic>per se</italic> was observed in MOSE-L<sub>TIC<italic>v</italic>
</sub>. The multiple spheroid formation was also apparent in the treatment with the other integrin inhibitors (<xref ref-type="fig" rid="F6">Figure 6A</xref>). These results suggest that either only the ITG&#x3b1;2&#x3b2;1 heterodimer is critical for aggregation, or the inhibitors do not effectively suppress integrin signaling.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Integrin inhibitors differentially affect aggregation and adhesion. Cells were treated with the indicated inhibitors at <bold>(A)</bold> seeding to monitor impact on aggregation in low oxygen and glucose conditions or <bold>(B)</bold> after aggregation in low oxygen and glucose conditions (24&#xa0;h) and transfer to high oxygen and glucose conditions for an additional 24&#xa0;h (48&#xa0;h) to determine the impact of inhibitors on adhesion. Bar &#x3d; 100&#xa0;&#x3bc;m.</p>
</caption>
<graphic xlink:href="fcell-14-1744403-g006.tif">
<alt-text content-type="machine-generated">Panel A and panel B display grids of brightfield microscopy images comparing spheroid formation by MOSE-L and MOSE-LTICV cells under various integrin inhibitor treatments at different concentrations, with controls in the bottom row; panel A shows greater spheroid disruption upon treatments compared to panel B, which predominantly exhibits compact spheroids.</alt-text>
</graphic>
</fig>
<p>We next investigated the effect of these inhibitors on adhesion and outgrowth. Inhibition of ITG&#x3b1;2&#x3b2;1 with BT3033 at 0.5&#xa0;&#x3bc;M had no effect in either MOSE line while 5&#xa0;&#x3bc;M (the dose that prevented aggregation) inhibited adhesion and, subsequently, outgrowth and viability of the MOSE spheroids (<xref ref-type="fig" rid="F6">Figures 6B,C</xref>). In contrast, neither TC-I nor E7820 nor AII2B inhibited adhesion and had little impact on viability. However, while the outgrowth of MOSE-L<sub>TIC<italic>v</italic>
</sub> spheroids was not inhibited, the cells growing from MOSE-L spheroids had a migratory phenotype rather than the outgrowth as a sheet as observed in the controls. Inhibition of ITG&#x3b1;V&#x3b2;1 with ITG-INT-FA or ITG&#x3b1;V&#x3b2;3 with (Cyclo (RGDK)) did not suppress adhesion but reduced drastically the outgrowth in MOSE-L and decreased the viability with less effect on MOSE-L<sub>TIC<italic>v</italic>
</sub> (<xref ref-type="fig" rid="F6">Figures 6B,C</xref>). Inhibition of ITG&#x3b1;V using GLPG0187 completely prevented adhesion and outgrowth in both MOSE-L and MOSE-L<sub>TIC<italic>v</italic>
</sub>. Inhibition of ITG&#x3b1;5&#x3b2;1 did not prevent adhesion but spheroid outgrowth and viability were reduced in MOSE-L. Thus, ITG&#x3b1;V may play a dominant role in cancer cell adhesion and outgrowth while inhibition of other integrins may reduce the activation of signaling pathways that induce proliferation, often in a cell-type specific manner. This is currently being investigated in our lab.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Ovarian metastasis is a dynamic process that requires expression and functional changes to enable the adaptation to the microenvironment transforming from adhesion to exfoliation and aggregation, to adhesion of the spheroids and, finally, outgrowth and invasion at distant sites. Integrins are involved in every stage of this metastatic progression. Here we assessed changes in integrins and associated adhesion molecules during ovarian metastasis in culture conditions that mimic the change of microenvironment the metastases encounter in the peritoneal cavity. Our studies revealed a pattern of highly expressed integrins (<italic>ITG&#x3b1;3</italic>, <italic>ITG&#x3b1;5</italic>, <italic>ITG&#x3b1;V</italic> and <italic>ITG&#x3b2;1</italic>) with either little changes during progression or a modestly lower expression in the cancer cells with the most aggressive disease having higher levels of these integrins than the MOSE-L. Ligands for ITG&#x3b2;1-containing heterodimers are FN1, several collagens and laminins, SPP1, thrombospondin and others while the &#x3b1; subunits determine substrate selectivity (<xref ref-type="bibr" rid="B40">Humphries et al., 2006</xref>). Our results show that in parallel to the integrin expression, integrin ligands FN1, several collagens, and laminins and SPP1 were also highly expressed in the MOSE cells with higher levels in the MOSE-L<sub>TIC<italic>v</italic>
</sub>. FN1 is abundant in malignant ascites (<xref ref-type="bibr" rid="B30">Fritz et al., 2020</xref>) and interacts with ITG&#x3b1;5&#x3b2;1 to promote spheroid formation and adhesion (<xref ref-type="bibr" rid="B7">Burleson et al., 2004a</xref>; <xref ref-type="bibr" rid="B14">Casey et al., 2001</xref>). Collagens are abundant in tumor stroma and facilitate the clustering of integrins to promote cell survival, adhesion, migration and invasion (<xref ref-type="bibr" rid="B32">Gilkes et al., 2014</xref>). The omentum, the first metastatic site for ovarian cancer cells, is also enriched in collagens and ECM remodeling enzymes such as MMP2 and MMP9 (<xref ref-type="bibr" rid="B39">Huang et al., 2020</xref>). In ovarian tumor samples, ECM proteins such as collagens, laminins, tenascin C, and ECM regulators such as MMPs and TIMPs (<xref ref-type="bibr" rid="B71">Salani et al., 2007</xref>; <xref ref-type="bibr" rid="B28">E et al., 2021</xref>; <xref ref-type="bibr" rid="B44">Kim et al., 2006</xref>) were highly expressed and were linked with advanced stages of the disease and reflective of aggressive tumor behavior. Thus, while the expression changes of integrins were modest, they were accompanied by changes in the expression of other adhesion-and ECM proteins and their regulators and, thus, likely reflect a broader reprogramming of adhesion networks that may facilitate the adaptations necessary at different steps of ovarian cancer progression and dissemination.</p>
<p>Both MOSE lines readily aggregate when cultured in ultra-low adherence plates to single tight spheroids. While we saw a differential expression of <italic>ITG&#x3b1;4</italic>, <italic>ITG&#x3b2;2</italic>, and <italic>ITG&#x3b2;3</italic> between the cell lines it is unclear if these changes are critical for aggregation or if the highly expressed integrins <italic>ITG&#x3b1;3</italic>, <italic>ITG&#x3b1;5</italic>, <italic>ITG&#x3b1;V</italic> and <italic>ITG&#x3b2;1</italic> that have been shown to promote spheroid formation (<xref ref-type="bibr" rid="B78">Sodek et al., 2009</xref>; <xref ref-type="bibr" rid="B7">Burleson et al., 2004a</xref>) are more important. It is also feasible that changes in lower expressed integrins are altering both the composition of integrin dimers and the balance of &#x3b1; and &#x3b2; subunits to promote aggregation and activation of survival signals. This needs to be investigated in more detail when targeting aggregation to reduce the survival of ovarian metastases. We also observed moderate changes in integrins, ECM and regulators after adhesion but increased levels of <italic>ITG&#x3b1;3</italic>, <italic>ITG&#x3b1;5</italic>, <italic>ITG&#x3b1;V</italic>, and <italic>ITG&#x3b2;1</italic> after reoxygenation of the adherent spheroids, mimicking gained access to oxygen and nutrients. These integrins have been shown to promote adhesion, spheroid disaggregation and spreading, proliferation, invasion and migration (<xref ref-type="bibr" rid="B75">Shield et al., 2007</xref>; <xref ref-type="bibr" rid="B14">Casey et al., 2001</xref>; <xref ref-type="bibr" rid="B87">Yin et al., 2025</xref>; <xref ref-type="bibr" rid="B60">Moffitt et al., 2019</xref>). The increased expression of FN1 and Col1 also promotes spheroid disaggregation and spreading (<xref ref-type="bibr" rid="B7">Burleson et al., 2004a</xref>; <xref ref-type="bibr" rid="B8">Burleson et al., 2004b</xref>; <xref ref-type="bibr" rid="B9">Burleson et al., 2006</xref>) while the increased levels of ECM remodeling enzymes (several MMPs, SPP1, TIMPs mostly in MOSE-L<sub>TIC<italic>v</italic>
</sub>) support invasion (<xref ref-type="bibr" rid="B13">Carey et al., 2021</xref>). Thus, the combined increase in adhesion molecules, ECM and ECM remodeling enzymes can support the adhesion and invasion of secondary sites.</p>
<p>The changes in integrins, ECM and their regulators after adhesion suggest that adhesion activates signals that alter the more dormant phenotype of the spheroids. Indeed, we observed increased integrin expression at the adhesion site (ITG&#x3b1;2, ITG&#x3b1;V) or at the spheroid surface and sites of spheroid outgrowth (ITG&#x3b1;3, ITG&#x3b2;1). This site-specific expression change may be partially masked in gene or protein analyses due to the unresponsive bulk of the spheroids but could affect the formation of integrin heterodimers with the highly expressed integrins and provide strong adhesion-mediated signals to promote adhesion and outgrowth. The spatial distribution in the non-adherent spheroids (peripheral versus core) did not predict integrin expression after adhesion. The spatial heterogeneity of integrin expression between spheroid periphery and core but higher expression at adhesion or proliferation sites may reflect functional compartmentalization and adaptation to microenvironmental cues and receptor-activated signaling to switch from a more dormant state to active proliferation. Thus, integrin expression during spheroid formation and attachment is not uniform but spatially regulated, likely reflecting each integrin&#x2019;s role in anchoring, proliferation, motility and invasion, and interactions with the tumor microenvironment.</p>
<p>Interestingly, several integrins and CD44 showed a robust nuclear accumulation over membrane expression. While cytoplasmic integrins may be the result of their trafficking between the cell membrane and cytoplasm as well as possible recycling processes (<xref ref-type="bibr" rid="B6">Bouvard et al., 2013</xref>), the nuclear accumulation points to a novel role in gene expression regulation. While our results were observational in nature and not orthogonally validated, a nuclear translocation has been described for other classical membrane-bound receptors such as the EGFR family of receptor tyrosine kinases or GPCRs. This translocation was linked to alternative intracellular roles such as modulating transcriptional activity or participating in nuclear signaling cascades (<xref ref-type="bibr" rid="B58">Mills, 2012</xref>; <xref ref-type="bibr" rid="B33">Gold et al., 2013</xref>). However, there is very little information on integrins translocating to the nucleus and their role in cancer development and metastasis. ITG&#x3b1;V&#x3b2;3 has been identified in the nucleus of patient-derived tissues and high-grade ovarian cancer cells where increased expression of genes and interactions with nuclear proteins contributed to enhanced proliferation, migration, and oncogenic signaling (<xref ref-type="bibr" rid="B73">Seraya-Bareket et al., 2020</xref>). Similarly, ITG&#x3b1;V but not ITG&#x3b2;3 has been shown to be a co-activator of <italic>COX2</italic>, <italic>ERa, HIF1a</italic> and <italic>TRb1</italic> transcription (<xref ref-type="bibr" rid="B54">Lin et al., 2013</xref>). In contrast, induced nuclear localization of ITG&#x3b2;4 reduced cell viability in several cancer cell lines and their <italic>in vivo</italic> tumor formation (<xref ref-type="bibr" rid="B56">Liu et al., 2016</xref>). The prominent nuclear localization of several highly expressed integrins in the rapid outgrowth from the attached spheroids suggest a more nuanced role of integrins in activating adhesion-induced signaling pathways to promote cell proliferation and motility and directly regulating gene expression that support metastatic capacities. How the cellular responses differ from active nuclear versus membrane-bound integrins is unknown but needs to be investigated in more detail since these integrins may be important targets for suppression of metastatic outgrowth.</p>
<p>The specificity of integrin expression at distinct stages of metastatic dissemination suggests that inhibitors directed against these integrins could suppress metastasis by inhibiting aggregation or reduce adhesion and prevent secondary outgrowth. However, most commercially available inhibitors produced inconclusive results. Inhibition of ITG&#x3b1;2&#x3b2;1 with BT3033 but not inhibition of the individual monomers suppressed aggregation with no effect of either inhibitor on adhesion. Only the ITG&#x3b1;V&#x3b2;1 inhibitor GLPG0187 inhibited adhesion of the spheroids while ITG-INT-FA (ITG&#x3b1;V&#x3b2;1 inhibitor) reduced spheroid outgrowth similar to the ITG&#x3b1;V&#x3b2;3 inhibitor Cyclo (RGDK) in both cell lines, suggesting a role of ITG&#x3b1;V in cell-cell and cell-ECM adhesion. Differences in their binding affinity and conformational changes of the target protein after binding of the inhibitors may explain why some drug candidates are effective while others targeting the same proteins are not. Alternatively, the involvement of multiple integrins and other receptors in aggregation and adhesion in a cell type-specific manner may render the inhibition of one target ineffective, or off-targets of the inhibitors that can reduce aggregation and adhesion could be involved. It is also possible that the intracellular localization of the integrins affect the cells&#x2019; response to the inhibitors. As nuclear integrins act as co-activators for transcription (see above), their function may be as prominent in gene expression regulation as in adhesion and adhesion-mediated signaling pathway activation, leading to activation of signaling pathways that induce drug resistance, increased survival and more. If intracellular or nuclear integrins do not or differently respond to the inhibitors is unknown. If the inhibitors target only membrane-bound integrins it is feasible that they do not impact the activity of the nuclear integrin pool. These limitations may have contributed to the lack of suppression of tumor formation and unchanged survival in clinical trials with inhibitors against integrin monomers or dimers in cancer and endothelial cells (<xref ref-type="bibr" rid="B46">Kobayashi et al., 2017</xref>). Thus, the development of inhibitors that target integrins at specific stages of the disease and nuclear-localized adhesion receptors may offer novel therapeutic avenues.</p>
<p>Integrin expression has been studied in patient-derived ovarian cancer tissues and ovarian cancer cell lines, and several adhesion molecules have been identified to be relevant in ovarian cancer. However, these reports were performed in tumor tissue with several cells in the tumor microenvironment expressing integrins, including fibroblasts, endothelial cells, platelets, and stromal cells (<xref ref-type="bibr" rid="B23">Desgrosellier and Cheresh, 2010</xref>) or in cell culture conditions that may not reflect physiological conditions such as monolayers with full access to oxygen and nutrients. In addition to the shown changes due to aggregation and adhesion, hypoxia that has been shown to selectively alter the expression of integrins that bind to collagen (ITG&#x3b1;1, ITG&#x3b1;11, ITG&#x3b2;1), fibronectin (ITG&#x3b1;5, ITG&#x3b2;1) or hemoglobin (novel ITG&#x3b1;D&#x3b2;1) via HIF-1 and HIF-2 signaling (<xref ref-type="bibr" rid="B42">Ju et al., 2017</xref>; <xref ref-type="bibr" rid="B47">Koivunen et al., 2025</xref>; <xref ref-type="bibr" rid="B83">Velica et al., 2021</xref>). Further, the low nutrient levels in the peritoneal cavity also affect integrin expression (<xref ref-type="bibr" rid="B65">Nam et al., 2024</xref>). Thus, it is important to select culture conditions that are more relevant to the disease stage.</p>
<p>For our studies we were using our well-described ovarian cancer progression model that with MOSE-E, MOSE-L and MOSE-L<sub>TIC<italic>v</italic>
</sub> represent benign cells, slow and fast developing disease, respectively, allows us to model ovarian cancer dissemination in biologically relevant conditions. The transition from a normoxic, high-glucose environment at the primary site to a hypoxic, low-glucose state within the peritoneal cavity where spheroids are formed and attach to the mesothelium, can be mimicked in this model. This model also allows us to compare different disease stages from the same origin, the benign MOSE-E cells and avoid inter-individual difference in human cell lines originating from different women. While this is s murine model, we have shown that the phenotype reflects the human disease (<xref ref-type="bibr" rid="B68">Roberts et al., 2005</xref>; <xref ref-type="bibr" rid="B20">Creekmore et al., 2011</xref>). In future studies we can confirm our results by injecting single cells and spheroids into immunocompetent C57BL/6 mice and develop treatment strategies with specific inhibitors or inhibitor combinations.</p>
<p>It is feasible that differences between the MOSE-L and the MOSE-L<sub>TIC<italic>v</italic>
</sub> in the expression of integrins, other receptors, and ECM and their regulators as well as the different response to several integrin inhibitors play a role in the aggressive nature of the MOSE-L<sub>TIC<italic>v</italic>
</sub>. In general, the responses to changing culture conditions were more robust in the MOSE-L<sub>TIC<italic>v</italic>
</sub> with higher expression of several integrins, ECM and ECM regulators such as SPP1 and several MMPs that can contribute to the survival of the cancer cells after aggregation, and support ECM remodeling and proliferation and invasion after adhesion, especially after reoxygenation. Significant gene changes (fold change &#x2265;1.5) between adherent MOSE-L and MOSE-L<sub>TIC<italic>v</italic>
</sub> spheroids after reoxygenation in the top 10 gene ontology terms shows that this overexpression strongly supports multiple processes such as adhesion, motility and migration and tissue development (ITG&#x3b2;1 were not listed as related to the top 10 gene ontology terms) (<xref ref-type="fig" rid="F7">Figure 7</xref>) that can contribute to an increased survival at metastatic sites and rapid outgrowth MOSE-L<sub>TIC<italic>v</italic>
</sub>.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Gene Ontology chord plot of differentially expressed genes in MOSE-L<sub>TIC<italic>v</italic>
</sub> and their relationship to cellular functions. Gene expression levels in MOSE-L<sub>TIC<italic>v</italic>
</sub> adherent spheroids after reoxygenation were compared to those in MOSE-L and linked to cellular functions that may determine the aggressive phenotype of the MOSE-LTICv cells. Impact of fold changes (FC) gene expression changes on cellular functions listed in the top 10 gene ontology terms.</p>
</caption>
<graphic xlink:href="fcell-14-1744403-g007.tif">
<alt-text content-type="machine-generated">Circular chord diagram illustrating gene-function associations related to cell adhesion, migration, and tissue development, with colored links connecting gene names to biological processes and a red-to-blue gradient indicating Log2 fold change values.</alt-text>
</graphic>
</fig>
<p>While not the focus of our investigation, CD44 is another critical surface receptor involved in ovarian cancer. The association of CD44 expression and the disease-free or overall survival is still unclear with several studies reporting a beneficial effect while others link CD44 expression to a worse prognosis (<xref ref-type="bibr" rid="B69">Sacks and Barbolina, 2015</xref>). In our model CD44 was lower expressed in the cancer cells but still at very high levels with little changes to culture conditions. In spheroids, CD44 is mostly expressed in peripheral cells and, similar to integrins, with a high expression in the nucleus. Nuclear translocation of full-length or CD44 fragments after ligation has been shown to contribute to transcriptional activation of genes that promote proliferation (<xref ref-type="bibr" rid="B51">Lee et al., 2009</xref>), glycolysis (<xref ref-type="bibr" rid="B64">Nam et al., 2016</xref>), progression, or reduced overall survival (<xref ref-type="bibr" rid="B81">Su et al., 2019</xref>) in addition to an increased transcription of CD44 itself (<xref ref-type="bibr" rid="B66">Okamoto et al., 2001</xref>). CD44 ligands are mainly hyaluronic acid and SPP1 which is highly expressed in the MOSE cells, but also fibronectin, and several collagens. Binding of SPP1 to CD44 has been shown to activate its association with Src and redistribution into lipid rafts with a concomitant enrichment and activation of ITG&#x3b2;1 that promotes adhesion (<xref ref-type="bibr" rid="B50">Lee et al., 2008</xref>). SPP1 is also a ligand for ITG&#x237a;Vb3 and has several binding sites for other integrins such as ITG&#x3b1;V&#x3b2;1, ITG&#x3b1;V&#x3b2;5 and ITG&#x3b1;51 (<xref ref-type="bibr" rid="B76">Shojaei et al., 2012</xref>). Thus, aggregation and adhesion signals may be generated by an interplay of the generation of specific integrin heterodimers, other adhesion receptors, a high expression of activating ligands and extracellular matrix regulators.</p>
<p>In summary, the dynamic interplay of receptors, their ligands and regulators allow for the adaptation of the cellular phenotype to exfoliation, aggregation and adhesion and promote the survival of disseminating ovarian cancer cells and a successful secondary outgrowth. These insights have significant translational implications. By identifying integrins critical to aggregation and survival during peritoneal dissemination and secondary site adhesion, therapeutic strategies can be developed to block these receptors to reduce peritoneal metastasis. This will ultimately improve 5-year survival rates. We envision that combinatorial treatments, targeting multiple signaling pathways, can be developed that will generate personalized treatments for patients, enhancing the effectiveness of therapies and enhancing the survival of women with advanced ovarian cancer.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="author-contributions" id="s6">
<title>Author contributions</title>
<p>NB: Data curation, Formal Analysis, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review and editing. JB: Formal Analysis, Writing &#x2013; review and editing. IL: Data curation, Writing &#x2013; review and editing. MA: Data curation, Writing &#x2013; review and editing. PZ: Formal Analysis, Writing &#x2013; review and editing. LL: Formal Analysis, Writing &#x2013; review and editing. ES: Conceptualization, Funding acquisition, Resources, Supervision, Writing &#x2013; original draft, Writing &#x2013; review and editing.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The author(s) declared that this work 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="ai-statement" id="s9">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<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>
<sec sec-type="supplementary-material" id="s11">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fcell.2026.1744403/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcell.2026.1744403/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table2.docx" id="SM2" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table3.docx" id="SM3" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Video1.mp4" id="SM4" mimetype="application/mp4" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="DataSheet1.docx" id="SM5" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aceto</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Bardia</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Miyamoto</surname>
<given-names>D. T.</given-names>
</name>
<name>
<surname>Donaldson</surname>
<given-names>M. C.</given-names>
</name>
<name>
<surname>Wittner</surname>
<given-names>B. S.</given-names>
</name>
<name>
<surname>Spencer</surname>
<given-names>J. A.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Circulating tumor cell clusters are oligoclonal precursors of breast cancer metastasis</article-title>. <source>Cell</source> <volume>158</volume>, <fpage>1110</fpage>&#x2013;<lpage>1122</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2014.07.013</pub-id>
<pub-id pub-id-type="pmid">25171411</pub-id>
</mixed-citation>
</ref>
<ref id="B2">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ahmed</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Pansino</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Clyde</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Murthi</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Quinn</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Rice</surname>
<given-names>G. E.</given-names>
</name>
<etal/>
</person-group> (<year>2002</year>). <article-title>Overexpression of alpha(v)beta6 integrin in serous epithelial ovarian cancer regulates extracellular matrix degradation via the plasminogen activation cascade</article-title>. <source>Carcinogenesis</source> <volume>23</volume>, <fpage>237</fpage>&#x2013;<lpage>244</lpage>. <pub-id pub-id-type="doi">10.1093/carcin/23.2.237</pub-id>
<pub-id pub-id-type="pmid">11872628</pub-id>
</mixed-citation>
</ref>
<ref id="B3">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ahmed</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Riley</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Rice</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Quinn</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Role of integrin receptors for fibronectin, collagen and laminin in the regulation of ovarian carcinoma functions in response to a matrix microenvironment</article-title>. <source>Clin. Exp. Metastasis</source> <volume>22</volume>, <fpage>391</fpage>&#x2013;<lpage>402</lpage>. <pub-id pub-id-type="doi">10.1007/s10585-005-1262-y</pub-id>
<pub-id pub-id-type="pmid">16283482</pub-id>
</mixed-citation>
</ref>
<ref id="B4">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Al Habyan</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kalos</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Szymborski</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>McCaffrey</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Multicellular detachment generates metastatic spheroids during intra-abdominal dissemination in epithelial ovarian cancer</article-title>. <source>Oncogene</source> <volume>37</volume>, <fpage>5127</fpage>&#x2013;<lpage>5135</lpage>. <pub-id pub-id-type="doi">10.1038/s41388-018-0317-x</pub-id>
<pub-id pub-id-type="pmid">29789717</pub-id>
</mixed-citation>
</ref>
<ref id="B5">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Anderson</surname>
<given-names>A. S.</given-names>
</name>
<name>
<surname>Roberts</surname>
<given-names>P. C.</given-names>
</name>
<name>
<surname>Frisard</surname>
<given-names>M. I.</given-names>
</name>
<name>
<surname>McMillan</surname>
<given-names>R. P.</given-names>
</name>
<name>
<surname>Brown</surname>
<given-names>T. J.</given-names>
</name>
<name>
<surname>Lawless</surname>
<given-names>M. H.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Metabolic changes during ovarian cancer progression as targets for sphingosine treatment</article-title>. <source>Exp. Cell Res.</source> <volume>319</volume>, <fpage>1431</fpage>&#x2013;<lpage>1442</lpage>. <pub-id pub-id-type="doi">10.1016/j.yexcr.2013.02.017</pub-id>
<pub-id pub-id-type="pmid">23518387</pub-id>
</mixed-citation>
</ref>
<ref id="B6">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bouvard</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Pouwels</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>De Franceschi</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Ivaska</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Integrin inactivators: balancing cellular functions <italic>in vitro</italic> and <italic>in vivo</italic>
</article-title>. <source>Nat. Rev. Mol. Cell Biol.</source> <volume>14</volume>, <fpage>430</fpage>&#x2013;<lpage>442</lpage>. <pub-id pub-id-type="doi">10.1038/nrm3599</pub-id>
<pub-id pub-id-type="pmid">23719537</pub-id>
</mixed-citation>
</ref>
<ref id="B7">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Burleson</surname>
<given-names>K. M.</given-names>
</name>
<name>
<surname>Casey</surname>
<given-names>R. C.</given-names>
</name>
<name>
<surname>Skubitz</surname>
<given-names>K. M.</given-names>
</name>
<name>
<surname>Pambuccian</surname>
<given-names>S. E.</given-names>
</name>
<name>
<surname>Oegema</surname>
<given-names>T. R.</given-names>
</name>
<name>
<surname>Skubitz</surname>
<given-names>A. P.</given-names>
</name>
</person-group> (<year>2004a</year>). <article-title>Ovarian carcinoma ascites spheroids adhere to extracellular matrix components and mesothelial cell monolayers</article-title>. <source>Gynecol. Oncol.</source> <volume>93</volume>, <fpage>170</fpage>&#x2013;<lpage>181</lpage>. <pub-id pub-id-type="doi">10.1016/j.ygyno.2003.12.034</pub-id>
<pub-id pub-id-type="pmid">15047232</pub-id>
</mixed-citation>
</ref>
<ref id="B8">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Burleson</surname>
<given-names>K. M.</given-names>
</name>
<name>
<surname>Hansen</surname>
<given-names>L. K.</given-names>
</name>
<name>
<surname>Skubitz</surname>
<given-names>A. P.</given-names>
</name>
</person-group> (<year>2004b</year>). <article-title>Ovarian carcinoma spheroids disaggregate on type I collagen and invade live human mesothelial cell monolayers</article-title>. <source>Clin. Exp. Metastasis</source> <volume>21</volume>, <fpage>685</fpage>&#x2013;<lpage>697</lpage>. <pub-id pub-id-type="doi">10.1007/s10585-004-5768-5</pub-id>
<pub-id pub-id-type="pmid">16035613</pub-id>
</mixed-citation>
</ref>
<ref id="B9">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Burleson</surname>
<given-names>K. M.</given-names>
</name>
<name>
<surname>Boente</surname>
<given-names>M. P.</given-names>
</name>
<name>
<surname>Pambuccian</surname>
<given-names>S. E.</given-names>
</name>
<name>
<surname>Skubitz</surname>
<given-names>A. P.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Disaggregation and invasion of ovarian carcinoma ascites spheroids</article-title>. <source>J. Transl. Med.</source> <volume>4</volume>, <fpage>6</fpage>. <pub-id pub-id-type="doi">10.1186/1479-5876-4-6</pub-id>
<pub-id pub-id-type="pmid">16433903</pub-id>
</mixed-citation>
</ref>
<ref id="B10">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cai</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Yan</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Anoikis resistance is a critical feature of highly aggressive ovarian cancer cells</article-title>. <source>Oncogene</source> <volume>34</volume>, <fpage>3315</fpage>&#x2013;<lpage>3324</lpage>. <pub-id pub-id-type="doi">10.1038/onc.2014.264</pub-id>
<pub-id pub-id-type="pmid">25132267</pub-id>
</mixed-citation>
</ref>
<ref id="B11">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cannistra</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Kansas</surname>
<given-names>G. S.</given-names>
</name>
<name>
<surname>Niloff</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>DeFranzo</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Ottensmeier</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>1993</year>). <article-title>Binding of ovarian cancer cells to peritoneal mesothelium <italic>in vitro</italic> is partly mediated by CD44H</article-title>. <source>Cancer Res.</source> <volume>53</volume>, <fpage>3830</fpage>&#x2013;<lpage>3838</lpage>.<pub-id pub-id-type="pmid">8339295</pub-id>
</mixed-citation>
</ref>
<ref id="B12">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cannistra</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>DeFranzo</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Niloff</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ottensmeir</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>1995</year>). <article-title>Functional heterogeneity of CD44 molecules in ovarian cancer cell lines</article-title>. <source>Clin. Cancer Res.</source> <volume>1</volume>, <fpage>333</fpage>&#x2013;<lpage>342</lpage>.<pub-id pub-id-type="pmid">9815989</pub-id>
</mixed-citation>
</ref>
<ref id="B13">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Carey</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Low</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Harper</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Stack</surname>
<given-names>M. S.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Metalloproteinases in ovarian cancer</article-title>. <source>Int. J. Mol. Sci.</source> <volume>22</volume>, <fpage>3403</fpage>. <pub-id pub-id-type="doi">10.3390/ijms22073403</pub-id>
<pub-id pub-id-type="pmid">33810259</pub-id>
</mixed-citation>
</ref>
<ref id="B14">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Casey</surname>
<given-names>R. C.</given-names>
</name>
<name>
<surname>Burleson</surname>
<given-names>K. M.</given-names>
</name>
<name>
<surname>Skubitz</surname>
<given-names>K. M.</given-names>
</name>
<name>
<surname>Pambuccian</surname>
<given-names>S. E.</given-names>
</name>
<name>
<surname>Oegema</surname>
<given-names>T. R.</given-names>
</name>
<name>
<surname>Ruff</surname>
<given-names>L. E.</given-names>
</name>
<etal/>
</person-group> (<year>2001</year>). <article-title>Beta 1-integrins regulate the formation and adhesion of ovarian carcinoma multicellular spheroids</article-title>. <source>Am. J. Pathol.</source> <volume>159</volume>, <fpage>2071</fpage>&#x2013;<lpage>2080</lpage>. <pub-id pub-id-type="doi">10.1016/s0002-9440(10)63058-1</pub-id>
<pub-id pub-id-type="pmid">11733357</pub-id>
</mixed-citation>
</ref>
<ref id="B15">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cohen</surname>
<given-names>C. A.</given-names>
</name>
<name>
<surname>Shea</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Heffron</surname>
<given-names>C. L.</given-names>
</name>
<name>
<surname>Schmelz</surname>
<given-names>E. M.</given-names>
</name>
<name>
<surname>Roberts</surname>
<given-names>P. C.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>The parity-associated microenvironmental niche in the omental fat band is refractory to ovarian cancer metastasis</article-title>. <source>Cancer Prev. Res. (Phila)</source> <volume>6</volume>, <fpage>1182</fpage>&#x2013;<lpage>1193</lpage>. <pub-id pub-id-type="doi">10.1158/1940-6207.CAPR-13-0227</pub-id>
<pub-id pub-id-type="pmid">24022590</pub-id>
</mixed-citation>
</ref>
<ref id="B16">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cohen</surname>
<given-names>C. A.</given-names>
</name>
<name>
<surname>Shea</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Heffron</surname>
<given-names>C. L.</given-names>
</name>
<name>
<surname>Schmelz</surname>
<given-names>E. M.</given-names>
</name>
<name>
<surname>Roberts</surname>
<given-names>P. C.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Interleukin-12 immunomodulation delays the onset of lethal peritoneal disease of ovarian cancer</article-title>. <source>J. Interferon Cytokine Res.</source> <volume>36</volume>, <fpage>62</fpage>&#x2013;<lpage>73</lpage>. <pub-id pub-id-type="doi">10.1089/jir.2015.0049</pub-id>
<pub-id pub-id-type="pmid">26430781</pub-id>
</mixed-citation>
</ref>
<ref id="B17">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Compton</surname>
<given-names>S. L. E.</given-names>
</name>
<name>
<surname>Pyne</surname>
<given-names>E. S.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Guinan</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Shea</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Grieco</surname>
<given-names>J. P.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Adaptation of metabolism to multicellular aggregation, hypoxia and obese stromal cell incorporation as potential measure of survival of ovarian metastases</article-title>. <source>Exp. Cell Res.</source> <volume>399</volume>, <fpage>112397</fpage>. <pub-id pub-id-type="doi">10.1016/j.yexcr.2020.112397</pub-id>
<pub-id pub-id-type="pmid">33338477</pub-id>
</mixed-citation>
</ref>
<ref id="B18">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Compton</surname>
<given-names>S. L. E.</given-names>
</name>
<name>
<surname>Grieco</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Gollamudi</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Bae</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Van Mullkom</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Schmelz</surname>
<given-names>E. M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Metabolic reprogramming of ovarian cancer spheroids during adhesion</article-title>. <source>Cancers (Basel)</source> <volume>14</volume>, <fpage>1399</fpage>. <pub-id pub-id-type="doi">10.3390/cancers14061399</pub-id>
<pub-id pub-id-type="pmid">35326551</pub-id>
</mixed-citation>
</ref>
<ref id="B19">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cooper</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Giancotti</surname>
<given-names>F. G.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Integrin signaling in cancer: mechanotransduction, stemness, epithelial plasticity, and therapeutic resistance</article-title>. <source>Cancer Cell</source> <volume>35</volume>, <fpage>347</fpage>&#x2013;<lpage>367</lpage>. <pub-id pub-id-type="doi">10.1016/j.ccell.2019.01.007</pub-id>
<pub-id pub-id-type="pmid">30889378</pub-id>
</mixed-citation>
</ref>
<ref id="B20">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Creekmore</surname>
<given-names>A. L.</given-names>
</name>
<name>
<surname>Silkworth</surname>
<given-names>W. T.</given-names>
</name>
<name>
<surname>Cimini</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Jensen</surname>
<given-names>R. V.</given-names>
</name>
<name>
<surname>Roberts</surname>
<given-names>P. C.</given-names>
</name>
<name>
<surname>Schmelz</surname>
<given-names>E. M.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Changes in gene expression and cellular architecture in an ovarian cancer progression model</article-title>. <source>PLoS One</source> <volume>6</volume>, <fpage>e17676</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0017676</pub-id>
<pub-id pub-id-type="pmid">21390237</pub-id>
</mixed-citation>
</ref>
<ref id="B21">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Creekmore</surname>
<given-names>A. L.</given-names>
</name>
<name>
<surname>Heffron</surname>
<given-names>C. L.</given-names>
</name>
<name>
<surname>Brayfield</surname>
<given-names>B. P.</given-names>
</name>
<name>
<surname>Roberts</surname>
<given-names>P. C.</given-names>
</name>
<name>
<surname>Schmelz</surname>
<given-names>E. M.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Regulation of cytoskeleton organization by sphingosine in a mouse cell model of progressive ovarian cancer</article-title>. <source>Biomolecules</source> <volume>3</volume>, <fpage>386</fpage>&#x2013;<lpage>407</lpage>. <pub-id pub-id-type="doi">10.3390/biom3030386</pub-id>
<pub-id pub-id-type="pmid">24970173</pub-id>
</mixed-citation>
</ref>
<ref id="B22">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Davidson</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Ovarian carcinoma and serous effusions. Changing views regarding tumor progression and review of current literature</article-title>. <source>Anal. Cell Pathol.</source> <volume>23</volume>, <fpage>107</fpage>&#x2013;<lpage>128</lpage>. <pub-id pub-id-type="doi">10.1155/2001/418547</pub-id>
<pub-id pub-id-type="pmid">12082292</pub-id>
</mixed-citation>
</ref>
<ref id="B23">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Desgrosellier</surname>
<given-names>J. S.</given-names>
</name>
<name>
<surname>Cheresh</surname>
<given-names>D. A.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Integrins in cancer: biological implications and therapeutic opportunities</article-title>. <source>Nat. Rev. Cancer</source> <volume>10</volume>, <fpage>9</fpage>&#x2013;<lpage>22</lpage>. <pub-id pub-id-type="doi">10.1038/nrc2748</pub-id>
<pub-id pub-id-type="pmid">20029421</pub-id>
</mixed-citation>
</ref>
<ref id="B24">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dhaliwal</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Shepherd</surname>
<given-names>T. G.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Molecular and cellular mechanisms controlling integrin-mediated cell adhesion and tumor progression in ovarian cancer metastasis: a review</article-title>. <source>Clin. Exp. Metastasis</source> <volume>39</volume>, <fpage>291</fpage>&#x2013;<lpage>301</lpage>. <pub-id pub-id-type="doi">10.1007/s10585-021-10136-5</pub-id>
<pub-id pub-id-type="pmid">34822024</pub-id>
</mixed-citation>
</ref>
<ref id="B25">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ding</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Labitzky</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Legler</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Qi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Schumacher</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Schmalfeldt</surname>
<given-names>B.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Molecular characteristics and tumorigenicity of ascites-derived tumor cells: mitochondrial oxidative phosphorylation as a novel therapy target in ovarian cancer</article-title>. <source>Mol. Oncol.</source> <volume>15</volume>, <fpage>3578</fpage>&#x2013;<lpage>3595</lpage>. <pub-id pub-id-type="doi">10.1002/1878-0261.13028</pub-id>
<pub-id pub-id-type="pmid">34060699</pub-id>
</mixed-citation>
</ref>
<ref id="B26">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dotzer</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Schluter</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Koch</surname>
<given-names>F. E. V.</given-names>
</name>
<name>
<surname>Brambs</surname>
<given-names>C. E.</given-names>
</name>
<name>
<surname>Anthuber</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Frangini</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Integrin alpha2beta1 represents a prognostic and predictive biomarker in primary ovarian cancer</article-title>. <source>Biomedicines</source> <volume>9</volume>. <pub-id pub-id-type="doi">10.3390/biomedicines9030289</pub-id>
<pub-id pub-id-type="pmid">33809043</pub-id>
</mixed-citation>
</ref>
<ref id="B27">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Emoto</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kitayama</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Yamaguchi</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Ishigami</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Kaisaki</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Nagawa</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Analysis of pO(2) in malignant ascites of patients with peritoneal dissemination of gastric cancer</article-title>. <source>Case Rep. Oncol.</source> <volume>3</volume>, <fpage>344</fpage>&#x2013;<lpage>348</lpage>. <pub-id pub-id-type="doi">10.1159/000321262</pub-id>
<pub-id pub-id-type="pmid">21103196</pub-id>
</mixed-citation>
</ref>
<ref id="B28">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Escalona</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Kannourakis</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Findlay</surname>
<given-names>J. K.</given-names>
</name>
<name>
<surname>Ahmed</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Expression of TIMPs and MMPs in ovarian tumors, ascites, ascites-derived cells, and cancer cell lines: characteristic modulatory response before and after chemotherapy treatment</article-title>. <source>Front. Oncol.</source> <volume>11</volume>, <fpage>796588</fpage>. <pub-id pub-id-type="doi">10.3389/fonc.2021.796588</pub-id>
<pub-id pub-id-type="pmid">35047406</pub-id>
</mixed-citation>
</ref>
<ref id="B29">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Farsinejad</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Cattabiani</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Muranen</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Iwanicki</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Ovarian cancer Dissemination-A cell biologist&#x27;s perspective</article-title>. <source>Cancers (Basel)</source> <volume>11</volume>. <pub-id pub-id-type="doi">10.3390/cancers11121957</pub-id>
<pub-id pub-id-type="pmid">31817625</pub-id>
</mixed-citation>
</ref>
<ref id="B30">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fritz</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Collins</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Saxena</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Buensuceso</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ramos Valdes</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Francis</surname>
<given-names>K. E.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>A novel role for NUAK1 in promoting ovarian cancer metastasis through regulation of fibronectin production in spheroids</article-title>. <source>Cancers (Basel)</source> <volume>12</volume>. <pub-id pub-id-type="doi">10.3390/cancers12051250</pub-id>
<pub-id pub-id-type="pmid">32429240</pub-id>
</mixed-citation>
</ref>
<ref id="B31">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gambelli</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Nespolo</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Rampioni Vinciguerra</surname>
<given-names>G. L.</given-names>
</name>
<name>
<surname>Pivetta</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Pellarin</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Nicoloso</surname>
<given-names>M. S.</given-names>
</name>
<etal/>
</person-group> (<year>2024</year>). <article-title>Platinum-induced upregulation of ITGA6 promotes chemoresistance and spreading in ovarian cancer</article-title>. <source>EMBO Mol. Med.</source> <volume>16</volume>, <fpage>1162</fpage>&#x2013;<lpage>1192</lpage>. <pub-id pub-id-type="doi">10.1038/s44321-024-00069-3</pub-id>
<pub-id pub-id-type="pmid">38658801</pub-id>
</mixed-citation>
</ref>
<ref id="B32">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gilkes</surname>
<given-names>D. M.</given-names>
</name>
<name>
<surname>Semenza</surname>
<given-names>G. L.</given-names>
</name>
<name>
<surname>Wirtz</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Hypoxia and the extracellular matrix: drivers of tumour metastasis</article-title>. <source>Nat. Rev. Cancer</source> <volume>14</volume>, <fpage>430</fpage>&#x2013;<lpage>439</lpage>. <pub-id pub-id-type="doi">10.1038/nrc3726</pub-id>
<pub-id pub-id-type="pmid">24827502</pub-id>
</mixed-citation>
</ref>
<ref id="B33">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gold</surname>
<given-names>J. I.</given-names>
</name>
<name>
<surname>Martini</surname>
<given-names>J. S.</given-names>
</name>
<name>
<surname>Hullmann</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Chuprun</surname>
<given-names>J. K.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Nuclear translocation of cardiac G protein-coupled receptor kinase 5 downstream of select Gq-activating hypertrophic ligands is a calmodulin-dependent process</article-title>. <source>PLoS One</source> <volume>8</volume>, <fpage>e57324</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0057324</pub-id>
<pub-id pub-id-type="pmid">23472081</pub-id>
</mixed-citation>
</ref>
<ref id="B34">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Grieco</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Allen</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Perry</surname>
<given-names>J. B.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Song</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Rohani</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Progression-Mediated changes in mitochondrial morphology promotes adaptation to hypoxic peritoneal conditions in serous ovarian cancer</article-title>. <source>Front. Oncol.</source> <volume>10</volume>, <fpage>600113</fpage>. <pub-id pub-id-type="doi">10.3389/fonc.2020.600113</pub-id>
<pub-id pub-id-type="pmid">33520711</pub-id>
</mixed-citation>
</ref>
<ref id="B35">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Grieco</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Compton</surname>
<given-names>S. L. E.</given-names>
</name>
<name>
<surname>Davis</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Guinan</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Schmelz</surname>
<given-names>E. M.</given-names>
</name>
</person-group> (<year>2023a</year>). <article-title>Genetic and functional modifications associated with ovarian cancer cell aggregation, and limited culture conditions</article-title>. <source>International J. Mol. Sci.</source> <volume>24</volume>, <fpage>14867</fpage>. <pub-id pub-id-type="doi">10.3390/ijms241914867</pub-id>
<pub-id pub-id-type="pmid">37834315</pub-id>
</mixed-citation>
</ref>
<ref id="B36">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Grieco</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Compton</surname>
<given-names>S. L. E.</given-names>
</name>
<name>
<surname>Bano</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Brookover</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Nichenko</surname>
<given-names>A. S.</given-names>
</name>
<name>
<surname>Drake</surname>
<given-names>J. C.</given-names>
</name>
<etal/>
</person-group> (<year>2023b</year>). <article-title>Mitochondrial plasticity supports proliferative outgrowth and invasion of ovarian cancer spheroids during adhesion</article-title>. <source>Front. Oncol.</source> <volume>12</volume>, <fpage>1043670</fpage>. <pub-id pub-id-type="doi">10.3389/fonc.2022.1043670</pub-id>
<pub-id pub-id-type="pmid">36727073</pub-id>
</mixed-citation>
</ref>
<ref id="B37">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Haake</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>Rios</surname>
<given-names>B. L.</given-names>
</name>
<name>
<surname>Pozzi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Zent</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Integrating integrins with the hallmarks of cancer</article-title>. <source>Matrix Biol.</source> <volume>130</volume>, <fpage>20</fpage>&#x2013;<lpage>35</lpage>. <pub-id pub-id-type="doi">10.1016/j.matbio.2024.04.003</pub-id>
<pub-id pub-id-type="pmid">38677444</pub-id>
</mixed-citation>
</ref>
<ref id="B38">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hamidi</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Ivaska</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Every step of the way: integrins in cancer progression and metastasis</article-title>. <source>Nat. Rev. Cancer</source> <volume>18</volume>, <fpage>533</fpage>&#x2013;<lpage>548</lpage>. <pub-id pub-id-type="doi">10.1038/s41568-018-0038-z</pub-id>
<pub-id pub-id-type="pmid">30002479</pub-id>
</mixed-citation>
</ref>
<ref id="B39">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname>
<given-names>Y.-L.</given-names>
</name>
<name>
<surname>Liang</surname>
<given-names>C.-Y.</given-names>
</name>
<name>
<surname>Ritz</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Coelho</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Septiadi</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Estermann</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Collagen-rich omentum is a premetastatic niche for integrin &#x3b1;2-mediated peritoneal metastasis</article-title>. <source>Elife</source> <volume>9</volume>, <fpage>e59442</fpage>. <pub-id pub-id-type="doi">10.7554/eLife.59442</pub-id>
<pub-id pub-id-type="pmid">33026975</pub-id>
</mixed-citation>
</ref>
<ref id="B40">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Humphries</surname>
<given-names>J. D.</given-names>
</name>
<name>
<surname>Byron</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Humphries</surname>
<given-names>M. J.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Integrin ligands at a glance</article-title>. <source>J. Cell Sci.</source> <volume>119</volume>, <fpage>3901</fpage>&#x2013;<lpage>3903</lpage>. <pub-id pub-id-type="doi">10.1242/jcs.03098</pub-id>
<pub-id pub-id-type="pmid">16988024</pub-id>
</mixed-citation>
</ref>
<ref id="B41">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hynes</surname>
<given-names>R. O.</given-names>
</name>
<name>
<surname>Lively</surname>
<given-names>J. C.</given-names>
</name>
<name>
<surname>McCarty</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>Taverna</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Francis</surname>
<given-names>S. E.</given-names>
</name>
<name>
<surname>Hodivala-Dilke</surname>
<given-names>K.</given-names>
</name>
<etal/>
</person-group> (<year>2002</year>). <article-title>The diverse roles of integrins and their ligands in angiogenesis</article-title>. <source>Cold Spring Harb. Symp. Quant. Biol.</source> <volume>67</volume>, <fpage>143</fpage>&#x2013;<lpage>153</lpage>. <pub-id pub-id-type="doi">10.1101/sqb.2002.67.143</pub-id>
<pub-id pub-id-type="pmid">12858535</pub-id>
</mixed-citation>
</ref>
<ref id="B42">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ju</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Godet</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Ye</surname>
<given-names>I. C.</given-names>
</name>
<name>
<surname>Byun</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Jayatilaka</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>S. J.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Hypoxia selectively enhances integrin alpha(5)beta(1) receptor expression in breast cancer to promote metastasis</article-title>. <source>Mol. Cancer Res.</source> <volume>15</volume>, <fpage>723</fpage>&#x2013;<lpage>734</lpage>. <pub-id pub-id-type="doi">10.1158/1541-7786.MCR-16-0338</pub-id>
<pub-id pub-id-type="pmid">28213554</pub-id>
</mixed-citation>
</ref>
<ref id="B43">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kikuchi</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Tsuda</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Kanai</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Kasamatsu</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Sengoku</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Hirohashi</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2007</year>). <article-title>Promoter hypermethylation contributes to frequent inactivation of a putative conditional tumor suppressor gene connective tissue growth factor in ovarian cancer</article-title>. <source>Cancer Res.</source> <volume>67</volume>, <fpage>7095</fpage>&#x2013;<lpage>7105</lpage>. <pub-id pub-id-type="doi">10.1158/0008-5472.CAN-06-4567</pub-id>
<pub-id pub-id-type="pmid">17671176</pub-id>
</mixed-citation>
</ref>
<ref id="B44">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname>
<given-names>T. J.</given-names>
</name>
<name>
<surname>Rho</surname>
<given-names>S. B.</given-names>
</name>
<name>
<surname>Choi</surname>
<given-names>Y. L.</given-names>
</name>
<name>
<surname>Choi</surname>
<given-names>C. H.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>J. W.</given-names>
</name>
<name>
<surname>Bae</surname>
<given-names>D. S.</given-names>
</name>
<etal/>
</person-group> (<year>2006</year>). <article-title>High expression of tissue inhibitor of metalloproteinase-2 in serous ovarian carcinomas and the role of this expression in ovarian tumorigenesis</article-title>. <source>Hum. Pathol.</source> <volume>37</volume>, <fpage>906</fpage>&#x2013;<lpage>913</lpage>. <pub-id pub-id-type="doi">10.1016/j.humpath.2006.02.017</pub-id>
<pub-id pub-id-type="pmid">16784992</pub-id>
</mixed-citation>
</ref>
<ref id="B45">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kizaka-Kondoh</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Itasaka</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zeng</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Tanaka</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Takahashi</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2009</year>). <article-title>Selective killing of hypoxia-inducible factor-1-active cells improves survival in a mouse model of invasive and metastatic pancreatic cancer</article-title>. <source>Clin. Cancer Res.</source> <volume>15</volume>, <fpage>3433</fpage>&#x2013;<lpage>3441</lpage>. <pub-id pub-id-type="doi">10.1158/1078-0432.CCR-08-2267</pub-id>
<pub-id pub-id-type="pmid">19417024</pub-id>
</mixed-citation>
</ref>
<ref id="B46">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kobayashi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Sawada</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Kimura</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Potential of integrin inhibitors for treating ovarian cancer: a literature review</article-title>. <source>Cancers (Basel)</source> <volume>9</volume>. <pub-id pub-id-type="doi">10.3390/cancers9070083</pub-id>
<pub-id pub-id-type="pmid">28698469</pub-id>
</mixed-citation>
</ref>
<ref id="B47">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Koivunen</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Madhavan</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Bermudez Garrido</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Gronholm</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kaprio</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Haglund</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2025</year>). <article-title>Hypoxia favors tumor growth in colorectal cancer in an integrin alphaDbeta1/hemoglobin delta-dependent manner</article-title>. <source>Life Sci. Alliance</source> <volume>8</volume>. <pub-id pub-id-type="doi">10.26508/lsa.202402925</pub-id>
<pub-id pub-id-type="pmid">39626964</pub-id>
</mixed-citation>
</ref>
<ref id="B48">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kuhn</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Kurman</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Soslow</surname>
<given-names>R. A.</given-names>
</name>
<name>
<surname>Han</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Sehdev</surname>
<given-names>A. S.</given-names>
</name>
<name>
<surname>Morin</surname>
<given-names>P. J.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>The diagnostic and biological implications of laminin expression in serous tubal intraepithelial carcinoma</article-title>. <source>Am. J. Surg. Pathol.</source> <volume>36</volume>, <fpage>1826</fpage>&#x2013;<lpage>1834</lpage>. <pub-id pub-id-type="doi">10.1097/PAS.0b013e31825ec07a</pub-id>
<pub-id pub-id-type="pmid">22892598</pub-id>
</mixed-citation>
</ref>
<ref id="B49">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Latifi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Luwor</surname>
<given-names>R. B.</given-names>
</name>
<name>
<surname>Bilandzic</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Nazaretian</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Stenvers</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Pyman</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Isolation and characterization of tumor cells from the ascites of ovarian cancer patients: molecular phenotype of chemoresistant ovarian tumors</article-title>. <source>PLoS One</source> <volume>7</volume>, <fpage>e46858</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0046858</pub-id>
<pub-id pub-id-type="pmid">23056490</pub-id>
</mixed-citation>
</ref>
<ref id="B50">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Sudhir</surname>
<given-names>P. R.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>J. Y.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>CD44 engagement promotes matrix-derived survival through the CD44-SRC-integrin axis in lipid rafts</article-title>. <source>Mol. Cell Biol.</source> <volume>28</volume>, <fpage>5710</fpage>&#x2013;<lpage>5723</lpage>. <pub-id pub-id-type="doi">10.1128/MCB.00186-08</pub-id>
<pub-id pub-id-type="pmid">18644869</pub-id>
</mixed-citation>
</ref>
<ref id="B51">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>J. Y.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Acetylation and activation of STAT3 mediated by nuclear translocation of CD44</article-title>. <source>J. Cell Biol.</source> <volume>185</volume>, <fpage>949</fpage>&#x2013;<lpage>957</lpage>. <pub-id pub-id-type="doi">10.1083/jcb.200812060</pub-id>
<pub-id pub-id-type="pmid">19506034</pub-id>
</mixed-citation>
</ref>
<ref id="B52">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lengyel</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Ovarian cancer development and metastasis</article-title>. <source>Am. J. Pathol.</source> <volume>177</volume>, <fpage>1053</fpage>&#x2013;<lpage>1064</lpage>. <pub-id pub-id-type="doi">10.2353/ajpath.2010.100105</pub-id>
<pub-id pub-id-type="pmid">20651229</pub-id>
</mixed-citation>
</ref>
<ref id="B53">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Sampson</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Piao</surname>
<given-names>H. L.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>H. X.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Integrin signaling in cancer: bidirectional mechanisms and therapeutic opportunities</article-title>. <source>Cell Commun. Signal</source> <volume>21</volume>, <fpage>266</fpage>. <pub-id pub-id-type="doi">10.1186/s12964-023-01264-4</pub-id>
<pub-id pub-id-type="pmid">37770930</pub-id>
</mixed-citation>
</ref>
<ref id="B54">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lin</surname>
<given-names>H. Y.</given-names>
</name>
<name>
<surname>Su</surname>
<given-names>Y. F.</given-names>
</name>
<name>
<surname>Hsieh</surname>
<given-names>M. T.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Meng</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>London</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Nuclear monomeric integrin alphav in cancer cells is a coactivator regulated by thyroid hormone</article-title>. <source>FASEB J.</source> <volume>27</volume>, <fpage>3209</fpage>&#x2013;<lpage>3216</lpage>. <pub-id pub-id-type="doi">10.1096/fj.12-227132</pub-id>
<pub-id pub-id-type="pmid">23640055</pub-id>
</mixed-citation>
</ref>
<ref id="B55">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lippi</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Caleffi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Pipitone</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Elia</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Ngah</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Aloe</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Assessment of neutrophil gelatinase-associated lipocalin and lactate dehydrogenase in peritoneal fluids for the screening of bacterial peritonitis</article-title>. <source>Clin. Chim. Acta</source> <volume>418</volume>, <fpage>59</fpage>&#x2013;<lpage>62</lpage>. <pub-id pub-id-type="doi">10.1016/j.cca.2012.12.020</pub-id>
<pub-id pub-id-type="pmid">23318563</pub-id>
</mixed-citation>
</ref>
<ref id="B56">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>S. Y.</given-names>
</name>
<name>
<surname>Ge</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>L. N.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Su</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>S. L.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>A small molecule induces integrin beta4 nuclear translocation and apoptosis selectively in cancer cells with high expression of integrin beta4</article-title>. <source>Oncotarget</source> <volume>7</volume>, <fpage>16282</fpage>&#x2013;<lpage>16296</lpage>. <pub-id pub-id-type="doi">10.18632/oncotarget.7646</pub-id>
<pub-id pub-id-type="pmid">26918348</pub-id>
</mixed-citation>
</ref>
<ref id="B57">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Masi</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Ottavi</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Del Rio</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Caprara</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Vastarelli</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Giannitelli</surname>
<given-names>S. M.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>The interaction of beta-arrestin1 with talin1 driven by endothelin A receptor as a feature of alpha5beta1 integrin activation in high-grade serous ovarian cancer</article-title>. <source>Cell Death Dis.</source> <volume>14</volume>, <fpage>73</fpage>. <pub-id pub-id-type="doi">10.1038/s41419-023-05612-7</pub-id>
<pub-id pub-id-type="pmid">36717550</pub-id>
</mixed-citation>
</ref>
<ref id="B58">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mills</surname>
<given-names>I. G.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Nuclear translocation and functions of growth factor receptors</article-title>. <source>Semin. Cell Dev. Biol.</source> <volume>23</volume>, <fpage>165</fpage>&#x2013;<lpage>171</lpage>. <pub-id pub-id-type="doi">10.1016/j.semcdb.2011.09.004</pub-id>
<pub-id pub-id-type="pmid">21930229</pub-id>
</mixed-citation>
</ref>
<ref id="B59">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mitra</surname>
<given-names>A. K.</given-names>
</name>
<name>
<surname>Sawada</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Tiwari</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Mui</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Gwin</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Lengyel</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Ligand-independent activation of c-Met by fibronectin and alpha(5)beta(1)-integrin regulates ovarian cancer invasion and metastasis</article-title>. <source>Oncogene</source> <volume>30</volume>, <fpage>1566</fpage>&#x2013;<lpage>1576</lpage>. <pub-id pub-id-type="doi">10.1038/onc.2010.532</pub-id>
<pub-id pub-id-type="pmid">21119598</pub-id>
</mixed-citation>
</ref>
<ref id="B60">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moffitt</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Karimnia</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Stephens</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bilandzic</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Therapeutic targeting of collective invasion in ovarian cancer</article-title>. <source>Int. J. Mol. Sci.</source> <volume>20</volume>. <pub-id pub-id-type="doi">10.3390/ijms20061466</pub-id>
<pub-id pub-id-type="pmid">30909510</pub-id>
</mixed-citation>
</ref>
<ref id="B61">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moser</surname>
<given-names>T. L.</given-names>
</name>
<name>
<surname>Pizzo</surname>
<given-names>S. V.</given-names>
</name>
<name>
<surname>Bafetti</surname>
<given-names>L. M.</given-names>
</name>
<name>
<surname>Fishman</surname>
<given-names>D. A.</given-names>
</name>
<name>
<surname>Stack</surname>
<given-names>M. S.</given-names>
</name>
</person-group> (<year>1996</year>). <article-title>Evidence for preferential adhesion of ovarian epithelial carcinoma cells to type I collagen mediated by the alpha2beta1 integrin</article-title>. <source>Int. J. Cancer</source> <volume>67</volume>, <fpage>695</fpage>&#x2013;<lpage>701</lpage>. <pub-id pub-id-type="doi">10.1002/(SICI)1097-0215(19960904)67:5&#x3c;695::AID-IJC18&#x3e;3.0.CO;2-4</pub-id>
<pub-id pub-id-type="pmid">8782661</pub-id>
</mixed-citation>
</ref>
<ref id="B62">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Motohara</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Masuda</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Morotti</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Zheng</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>El-Sahhar</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Chong</surname>
<given-names>K. Y.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>An evolving story of the metastatic voyage of ovarian cancer cells: cellular and molecular orchestration of the adipose-rich metastatic microenvironment</article-title>. <source>Oncogene</source> <volume>38</volume>, <fpage>2885</fpage>&#x2013;<lpage>2898</lpage>. <pub-id pub-id-type="doi">10.1038/s41388-018-0637-x</pub-id>
<pub-id pub-id-type="pmid">30568223</pub-id>
</mixed-citation>
</ref>
<ref id="B63">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mutch</surname>
<given-names>D. G.</given-names>
</name>
<name>
<surname>Williams</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>1994</year>). <article-title>Biology of epithelial ovarian cancer</article-title>. <source>Clin. Obstet. Gynecol.</source> <volume>37</volume>, <fpage>406</fpage>&#x2013;<lpage>422</lpage>. <pub-id pub-id-type="doi">10.1097/00003081-199406000-00017</pub-id>
<pub-id pub-id-type="pmid">8033452</pub-id>
</mixed-citation>
</ref>
<ref id="B64">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nam</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Oh</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Shin</surname>
<given-names>I.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Ablation of CD44 induces glycolysis-to-oxidative phosphorylation transition <italic>via</italic> modulation of the c-Src-Akt-LKB1-AMPKalpha pathway</article-title>. <source>Biochem. J.</source> <volume>473</volume>, <fpage>3013</fpage>&#x2013;<lpage>3030</lpage>. <pub-id pub-id-type="doi">10.1042/BCJ20160613</pub-id>
<pub-id pub-id-type="pmid">27458252</pub-id>
</mixed-citation>
</ref>
<ref id="B65">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nam</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Jain</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Campos</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Shepard</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>Z.</given-names>
</name>
<etal/>
</person-group> (<year>2024</year>). <article-title>Integrin alphavbeta3 upregulation in response to nutrient stress promotes lung cancer cell metabolic plasticity</article-title>. <source>Cancer Res.</source> <volume>84</volume>, <fpage>1630</fpage>&#x2013;<lpage>1642</lpage>. <pub-id pub-id-type="doi">10.1158/0008-5472.CAN-23-2700</pub-id>
<pub-id pub-id-type="pmid">38588407</pub-id>
</mixed-citation>
</ref>
<ref id="B66">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Okamoto</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Kawano</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Murakami</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Sasayama</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Araki</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Miki</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2001</year>). <article-title>Proteolytic release of CD44 intracellular domain and its role in the CD44 signaling pathway</article-title>. <source>J. Cell Biol.</source> <volume>155</volume>, <fpage>755</fpage>&#x2013;<lpage>762</lpage>. <pub-id pub-id-type="doi">10.1083/jcb.200108159</pub-id>
<pub-id pub-id-type="pmid">11714729</pub-id>
</mixed-citation>
</ref>
<ref id="B67">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rayavarapu</surname>
<given-names>R. R.</given-names>
</name>
<name>
<surname>Heiden</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Pagani</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Shaw</surname>
<given-names>M. M.</given-names>
</name>
<name>
<surname>Shuff</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>The role of multicellular aggregation in the survival of ErbB2-positive breast cancer cells during extracellular matrix detachment</article-title>. <source>J. Biol. Chem.</source> <volume>290</volume>, <fpage>8722</fpage>&#x2013;<lpage>8733</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.M114.612754</pub-id>
<pub-id pub-id-type="pmid">25681438</pub-id>
</mixed-citation>
</ref>
<ref id="B68">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Roberts</surname>
<given-names>P. C.</given-names>
</name>
<name>
<surname>Mottillo</surname>
<given-names>E. P.</given-names>
</name>
<name>
<surname>Baxa</surname>
<given-names>A. C.</given-names>
</name>
<name>
<surname>Heng</surname>
<given-names>H. H.</given-names>
</name>
<name>
<surname>Doyon-Reale</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Gregoire</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2005</year>). <article-title>Sequential molecular and cellular events during neoplastic progression: a mouse syngeneic ovarian cancer model</article-title>. <source>Neoplasia (New York, NY)</source> <volume>7</volume>, <fpage>944</fpage>&#x2013;<lpage>956</lpage>. <pub-id pub-id-type="doi">10.1593/neo.05358</pub-id>
<pub-id pub-id-type="pmid">16242077</pub-id>
</mixed-citation>
</ref>
<ref id="B69">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sacks</surname>
<given-names>J. D.</given-names>
</name>
<name>
<surname>Barbolina</surname>
<given-names>M. V.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Expression and function of CD44 in epithelial ovarian carcinoma</article-title>. <source>Biomolecules</source> <volume>5</volume>, <fpage>3051</fpage>&#x2013;<lpage>3066</lpage>. <pub-id pub-id-type="doi">10.3390/biom5043051</pub-id>
<pub-id pub-id-type="pmid">26569327</pub-id>
</mixed-citation>
</ref>
<ref id="B70">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Said</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Socha</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Olearczyk</surname>
<given-names>J. J.</given-names>
</name>
<name>
<surname>Elmarakby</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Imig</surname>
<given-names>J. D.</given-names>
</name>
<name>
<surname>Motamed</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Normalization of the ovarian cancer microenvironment by SPARC</article-title>. <source>Mol. Cancer Res.</source> <volume>5</volume>, <fpage>1015</fpage>&#x2013;<lpage>1030</lpage>. <pub-id pub-id-type="doi">10.1158/1541-7786.MCR-07-0001</pub-id>
<pub-id pub-id-type="pmid">17951402</pub-id>
</mixed-citation>
</ref>
<ref id="B71">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Salani</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Neuberger</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Kurman</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Bristow</surname>
<given-names>R. E.</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>H. W.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>T. L.</given-names>
</name>
<etal/>
</person-group> (<year>2007</year>). <article-title>Expression of extracellular matrix proteins in ovarian serous tumors</article-title>. <source>Int. J. Gynecol. Pathol.</source> <volume>26</volume>, <fpage>141</fpage>&#x2013;<lpage>146</lpage>. <pub-id pub-id-type="doi">10.1097/01.pgp.0000229994.02815.f9</pub-id>
<pub-id pub-id-type="pmid">17413980</pub-id>
</mixed-citation>
</ref>
<ref id="B72">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schielzeth</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Dingemanse</surname>
<given-names>N. J.</given-names>
</name>
<name>
<surname>Nakagawa</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Westneat</surname>
<given-names>D. F.</given-names>
</name>
<name>
<surname>Allegue</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Teplitsky</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Robustness of linear mixed&#x2010;effects models to violations of distributional assumptions</article-title>. <source>Methods Ecol. Evol.</source> <volume>11</volume>, <fpage>1141</fpage>&#x2013;<lpage>1152</lpage>. <pub-id pub-id-type="doi">10.1111/2041-210x.13434</pub-id>
</mixed-citation>
</ref>
<ref id="B73">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Seraya-Bareket</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Weisz</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Shinderman-Maman</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Teper-Roth</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Stamler</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Arbib</surname>
<given-names>N.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>The identification of nuclear alphavbeta3 integrin in ovarian cancer: non-paradigmal localization with cancer promoting actions</article-title>. <source>Oncogenesis</source> <volume>9</volume>, <fpage>69</fpage>. <pub-id pub-id-type="doi">10.1038/s41389-020-00254-2</pub-id>
<pub-id pub-id-type="pmid">32728020</pub-id>
</mixed-citation>
</ref>
<ref id="B74">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shea</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Heffron</surname>
<given-names>C. L.</given-names>
</name>
<name>
<surname>Grieco</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Roberts</surname>
<given-names>P. C.</given-names>
</name>
<name>
<surname>Schmelz</surname>
<given-names>E. M.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Obesity modulates the cellular and molecular microenvironment in the peritoneal cavity: implication for ovarian cancer risk</article-title>. <source>Front. Immunol.</source> <volume>14</volume>, <fpage>1323399</fpage>. <pub-id pub-id-type="doi">10.3389/fimmu.2023.1323399</pub-id>
<pub-id pub-id-type="pmid">38264656</pub-id>
</mixed-citation>
</ref>
<ref id="B75">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shield</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Riley</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Quinn</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Rice</surname>
<given-names>G. E.</given-names>
</name>
<name>
<surname>Ackland</surname>
<given-names>M. L.</given-names>
</name>
<name>
<surname>Ahmed</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Alpha2beta1 integrin affects metastatic potential of ovarian carcinoma spheroids by supporting disaggregation and proteolysis</article-title>. <source>J. Carcinog.</source> <volume>6</volume>, <fpage>11</fpage>. <pub-id pub-id-type="doi">10.1186/1477-3163-6-11</pub-id>
<pub-id pub-id-type="pmid">17567918</pub-id>
</mixed-citation>
</ref>
<ref id="B76">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shojaei</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Scott</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Kang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Lappin</surname>
<given-names>P. B.</given-names>
</name>
<name>
<surname>Fitzgerald</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Karlicek</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Osteopontin induces growth of metastatic tumors in a preclinical model of non-small lung cancer</article-title>. <source>J. Exp. Clin. Cancer Res.</source> <volume>31</volume>, <fpage>26</fpage>. <pub-id pub-id-type="doi">10.1186/1756-9966-31-26</pub-id>
<pub-id pub-id-type="pmid">22444159</pub-id>
</mixed-citation>
</ref>
<ref id="B77">
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name>
<surname>Society</surname>
<given-names>A. C.</given-names>
</name>
</person-group> (<year>2025</year>). <source>Cancer facts and figures 2025</source>. <publisher-loc>Atlanta</publisher-loc>: <publisher-name>American Cancer Society</publisher-name>.</mixed-citation>
</ref>
<ref id="B78">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sodek</surname>
<given-names>K. L.</given-names>
</name>
<name>
<surname>Ringuette</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Brown</surname>
<given-names>T. J.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Compact spheroid formation by ovarian cancer cells is associated with contractile behavior and an invasive phenotype</article-title>. <source>Int. J. Cancer</source> <volume>124</volume>, <fpage>2060</fpage>&#x2013;<lpage>2070</lpage>. <pub-id pub-id-type="doi">10.1002/ijc.24188</pub-id>
<pub-id pub-id-type="pmid">19132753</pub-id>
</mixed-citation>
</ref>
<ref id="B79">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Strobel</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Cannistra</surname>
<given-names>S. A.</given-names>
</name>
</person-group> (<year>1999</year>). <article-title>Beta1-integrins partly mediate binding of ovarian cancer cells to peritoneal mesothelium <italic>in vitro</italic>
</article-title>. <source>Gynecol. Oncol.</source> <volume>73</volume>, <fpage>362</fpage>&#x2013;<lpage>367</lpage>. <pub-id pub-id-type="doi">10.1006/gyno.1999.5388</pub-id>
<pub-id pub-id-type="pmid">10366461</pub-id>
</mixed-citation>
</ref>
<ref id="B80">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Strobel</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Swanson</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Cannistra</surname>
<given-names>S. A.</given-names>
</name>
</person-group> (<year>1997</year>). <article-title>
<italic>In vivo</italic> inhibition of CD44 limits intra-abdominal spread of a human ovarian cancer xenograft in nude mice: a novel role for CD44 in the process of peritoneal implantation</article-title>. <source>Cancer Res.</source> <volume>57</volume>, <fpage>1228</fpage>&#x2013;<lpage>1232</lpage>.<pub-id pub-id-type="pmid">9102203</pub-id>
</mixed-citation>
</ref>
<ref id="B81">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Su</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wei</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>K.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Nuclear CD44 mediated by importin beta participated in naive genes transcriptional regulation in C3A-iCSCs</article-title>. <source>Int. J. Biol. Sci.</source> <volume>15</volume>, <fpage>1252</fpage>&#x2013;<lpage>1260</lpage>. <pub-id pub-id-type="doi">10.7150/ijbs.28235</pub-id>
<pub-id pub-id-type="pmid">31223284</pub-id>
</mixed-citation>
</ref>
<ref id="B82">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Swierczewska</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Sterzynska</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Rucinski</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Andrzejewska</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Nowicki</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Januchowski</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>The response and resistance to drugs in ovarian cancer cell lines in 2D monolayers and 3D spheroids</article-title>. <source>Biomed. Pharmacother.</source> <volume>165</volume>, <fpage>115152</fpage>. <pub-id pub-id-type="doi">10.1016/j.biopha.2023.115152</pub-id>
<pub-id pub-id-type="pmid">37442067</pub-id>
</mixed-citation>
</ref>
<ref id="B83">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Velica</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Cunha</surname>
<given-names>P. P.</given-names>
</name>
<name>
<surname>Vojnovic</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Foskolou</surname>
<given-names>I. P.</given-names>
</name>
<name>
<surname>Bargiela</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Gojkovic</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Modified hypoxia-inducible factor expression in CD8(&#x2b;) T cells increases antitumor efficacy</article-title>. <source>Cancer Immunol. Res.</source> <volume>9</volume>, <fpage>401</fpage>&#x2013;<lpage>414</lpage>. <pub-id pub-id-type="doi">10.1158/2326-6066.CIR-20-0561</pub-id>
<pub-id pub-id-type="pmid">33602720</pub-id>
</mixed-citation>
</ref>
<ref id="B84">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Jia</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Matrix metalloproteinase expressions play important role in prediction of ovarian cancer outcome</article-title>. <source>Sci. Rep.</source> <volume>9</volume>, <fpage>11677</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-019-47871-5</pub-id>
<pub-id pub-id-type="pmid">31406154</pub-id>
</mixed-citation>
</ref>
<ref id="B85">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wei</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Bi</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Bian</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Ruan</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Yuan</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Xie</surname>
<given-names>H.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>The significance of secreted phosphoprotein 1 in multiple human cancers</article-title>. <source>Front. Mol. Biosci.</source> <volume>7</volume>, <fpage>565383</fpage>. <pub-id pub-id-type="doi">10.3389/fmolb.2020.565383</pub-id>
<pub-id pub-id-type="pmid">33324676</pub-id>
</mixed-citation>
</ref>
<ref id="B86">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yin</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Tan</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>H. J.</given-names>
</name>
<name>
<surname>Ji</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Bellone</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Tumor-associated macrophages drive spheroid formation during early transcoelomic metastasis of ovarian cancer</article-title>. <source>J. Clin. Invest</source> <volume>126</volume>, <fpage>4157</fpage>&#x2013;<lpage>4173</lpage>. <pub-id pub-id-type="doi">10.1172/JCI87252</pub-id>
<pub-id pub-id-type="pmid">27721235</pub-id>
</mixed-citation>
</ref>
<ref id="B87">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yin</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Adu-Amankwaah</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Xie</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Tai</surname>
<given-names>W.</given-names>
</name>
<etal/>
</person-group> (<year>2025</year>). <article-title>Exosomal integrin alpha 3 promotes epithelial ovarian cancer cell migration via the S100A7/p-ERK signaling pathway</article-title>. <source>Acta Biochim. Biophys. Sin. (Shanghai)</source> <volume>57</volume>, <fpage>1006</fpage>&#x2013;<lpage>1019</lpage>. <pub-id pub-id-type="doi">10.3724/abbs.2025024</pub-id>
<pub-id pub-id-type="pmid">40055916</pub-id>
</mixed-citation>
</ref>
<ref id="B88">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yoshida</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Kurokawa</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Nishikawa</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Orisa</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kleinman</surname>
<given-names>H. K.</given-names>
</name>
<name>
<surname>Kotsuji</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Laminin-1-derived scrambled peptide AG73T disaggregates laminin-1-induced ovarian cancer cell spheroids and improves the efficacy of cisplatin</article-title>. <source>Int. J. Oncol.</source> <volume>32</volume>, <fpage>673</fpage>&#x2013;<lpage>681</lpage>. <pub-id pub-id-type="doi">10.3892/ijo.32.3.673</pub-id>
<pub-id pub-id-type="pmid">18292945</pub-id>
</mixed-citation>
</ref>
<ref id="B89">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zecchini</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Bombardelli</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Decio</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bianchi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Mazzarol</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Sanguineti</surname>
<given-names>F.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>The adhesion molecule NCAM promotes ovarian cancer progression via FGFR signalling</article-title>. <source>EMBO Mol. Med.</source> <volume>3</volume>, <fpage>480</fpage>&#x2013;<lpage>494</lpage>. <pub-id pub-id-type="doi">10.1002/emmm.201100152</pub-id>
<pub-id pub-id-type="pmid">21739604</pub-id>
</mixed-citation>
</ref>
<ref id="B90">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Balch</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Chan</surname>
<given-names>M. W.</given-names>
</name>
<name>
<surname>Lai</surname>
<given-names>H. C.</given-names>
</name>
<name>
<surname>Matei</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Schilder</surname>
<given-names>J. M.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>Identification and characterization of ovarian cancer-initiating cells from primary human tumors</article-title>. <source>Cancer Res.</source> <volume>68</volume>, <fpage>4311</fpage>&#x2013;<lpage>4320</lpage>. <pub-id pub-id-type="doi">10.1158/0008-5472.CAN-08-0364</pub-id>
<pub-id pub-id-type="pmid">18519691</pub-id>
</mixed-citation>
</ref>
</ref-list>
<fn-group>
<fn fn-type="custom" custom-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/601326/overview">Claudia Tanja Mierke</ext-link>, Leipzig University, Germany</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/226960/overview">Josef Yayan</ext-link>, University of Witten / Herdecke, Germany</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/595680/overview">Lewis Webb Francis</ext-link>, Swansea University, United Kingdom</p>
</fn>
</fn-group>
</back>
</article>