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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2024.1402851</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Oncology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Tumor Treating Fields (TTFields) induce homologous recombination deficiency in ovarian cancer cells, thus mitigating drug resistance</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Berckmans</surname>
<given-names>Yani</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Ene</surname>
<given-names>Hila M.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Ben-Meir</surname>
<given-names>Kerem</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Martinez-Conde</surname>
<given-names>Antonia</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Wouters</surname>
<given-names>Roxanne</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2415174"/>
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<contrib contrib-type="author">
<name>
<surname>Van den Ende</surname>
<given-names>Bieke</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Van Mechelen</surname>
<given-names>Sara</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2691665"/>
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<contrib contrib-type="author">
<name>
<surname>Monin</surname>
<given-names>Roni</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Frechtel-Gerzi</surname>
<given-names>Roni</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Gabay</surname>
<given-names>Hila</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Dor-On</surname>
<given-names>Eyal</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2407816"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Haber</surname>
<given-names>Adi</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1235211"/>
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<contrib contrib-type="author">
<name>
<surname>Weinberg</surname>
<given-names>Uri</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Vergote</surname>
<given-names>Ignace</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Giladi</surname>
<given-names>Moshe</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Coosemans</surname>
<given-names>An</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn004">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/291915"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Palti</surname>
<given-names>Yoram</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn004">
<sup>&#x2021;</sup>
</xref>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Laboratory of Tumor Immunology and Immunotherapy, Department of Oncology, Leuven Cancer Institute, KU Leuven</institution>, <addr-line>Leuven</addr-line>, <country>Belgium</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Novocure Ltd</institution>, <addr-line>Haifa</addr-line>, <country>Israel</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Oncoinvent AS</institution>, <addr-line>Oslo</addr-line>, <country>Norway</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Gynecology and Obstetrics, Gynecologic Oncology, Leuven Cancer Institute, KU Leuven</institution>, <addr-line>Leuven</addr-line>, <country>Belgium</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Oraianthi Fiste, National and Kapodistrian University of Athens, Greece</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Jonas Cicenas, Vilnius University, Lithuania</p>
<p>Athanasios Karampeazis, 401 General Military Hospital of Athens, Greece</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Moshe Giladi, <email xlink:href="mailto:mosheg@novocure.com">mosheg@novocure.com</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work and share first authorship</p>
</fn>
<fn fn-type="other" id="fn004">
<p>&#x2021;These authors share senior authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>06</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>14</volume>
<elocation-id>1402851</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>03</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>06</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Berckmans, Ene, Ben-Meir, Martinez-Conde, Wouters, Van den Ende, Van Mechelen, Monin, Frechtel-Gerzi, Gabay, Dor-On, Haber, Weinberg, Vergote, Giladi, Coosemans and Palti</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Berckmans, Ene, Ben-Meir, Martinez-Conde, Wouters, Van den Ende, Van Mechelen, Monin, Frechtel-Gerzi, Gabay, Dor-On, Haber, Weinberg, Vergote, Giladi, Coosemans and Palti</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>Ovarian cancer is the leading cause of mortality among gynecological malignancies. Carboplatin and poly (ADP-ribose) polymerase inhibitors (PARPi) are often implemented in the treatment of ovarian cancer. Homologous recombination deficient (HRD) tumors demonstrate increased sensitivity to these treatments; however, many ovarian cancer patients are homologous recombination proficient (HRP). TTFields are non-invasive electric fields that induce an HRD-like phenotype in various cancer types. The current study aimed to investigate the impact of TTFields applied together with carboplatin or PARPi (olaparib or niraparib) in preclinical ovarian cancer models.</p>
</sec>
<sec>
<title>Methods</title>
<p>A2780 (HRP), OVCAR3 (HRD), and A2780cis (platinum-resistant) human ovarian cancer cells were treated <italic>in vitro</italic> with TTFields (1 V/cm RMS, 200 kHz, 72 h), alone or with various drug concentrations. Treated cells were measured for cell count, colony formation, apoptosis, DNA damage, expression of DNA repair proteins, and cell cycle. <italic>In vivo</italic>, ID8-fLuc (HRP) ovarian cancer cells were inoculated intraperitoneally to C57BL/6 mice, which were then treated with either sham, TTFields (200 kHz), olaparib (50 mg/kg), or TTFields plus olaparib; over a period of four weeks. Tumor growth was analyzed using bioluminescent imaging at treatment cessation; and survival analysis was performed.</p>
</sec>
<sec>
<title>Results</title>
<p>The nature of TTFields-drug interaction was dependent on the drug&#x2019;s underlying mechanism of action and on the genetic background of the cells, with synergistic interactions between TTFields and carboplatin or PARPi seen in HRP and resistant cells. Treated cells demonstrated elevated levels of DNA damage, accompanied by G2/M arrest, and induction of an HRD-like phenotype. In the tumor-bearing mice, TTFields and olaparib co-treatment resulted in reduced tumor volume and a survival benefit relative to olaparib monotherapy and to control.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>By inducing an HRD-like phenotype, TTFields sensitize HRP and resistant ovarian cancer cells to treatment with carboplatin or PARPi, potentially mitigating a-priori and <italic>de novo</italic> drug resistance, a major limitation in ovarian cancer treatment.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Tumor Treating Fields (TTFields)</kwd>
<kwd>ovarian cancer</kwd>
<kwd>drug resistance</kwd>
<kwd>DNA damage</kwd>
<kwd>synthetic lethality</kwd>
<kwd>conditional vulnerability</kwd>
<kwd>PARP inhibitors</kwd>
<kwd>carboplatin</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="51"/>
<page-count count="6"/>
<word-count count="6083"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Gynecological Oncology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Ovarian cancer has the worst prognosis among gynecological malignancies. First-line standard-of-care treatment includes debulking surgery in combination with either adjuvant or neo-adjuvant treatment with a platinum-taxane doublet, mainly carboplatin and paclitaxel. This can be supplemented with therapy consisting of an angiogenesis inhibitor (bevacizumab) and/or maintenance with a poly (ADP-ribose) polymerase inhibitor (PARPi), olaparib, niraparib or rucaparib (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>). Despite promising initial responses to therapy, approximately 80% of women experience disease progression or recurrence (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>).</p>
<p>Over the last two decades, it has become well established that germline mutations and epigenetic silencing of tumor suppressor genes can be associated with a significantly elevated risk of ovarian cancer development and a more aggressive disease. Inherited mutations in BRCA related genes impair the ability of cells to repair DNA double strand breaks (DSB) through homologous recombination (HR) and their ability to support replication fork stabilization, overall leading to replication stress and genomic instability. These mutations hence create a fertile ground for the accumulation of genetic alterations and an increased likelihood of uncontrolled cell proliferation, driving cancer development. Such genes include <italic>BRCA1</italic>, <italic>BRCA2</italic>, and other genes involved in the HR pathway, traits collectively referred to as &#x201c;BRCAness&#x201d; (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). Tumor cells possessing mutations in the HR pathway are also referred to as HR deficient (HRD) cells, as opposed to HR proficient (HRP) cells that exhibit normal expression patterns.</p>
<p>While individuals with HRD tumors are at elevated risk of malignant transformation, they also exhibit increased sensitivity to ovarian cancer therapies targeting DNA damage and repair mechanisms, such as platinum-based chemotherapy and PARPi, respectively (<xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>). Platinum-based chemotherapy forms DNA inter- and intrastrand crosslinks, leading to stalled replication forks and consequent development of DSB. HRD cells present with conditional vulnerability to such chemotherapy drugs due to their reduced damage repair capacity leading to accumulation of DNA damage, which can induce cell death.</p>
<p>The particular efficacy of PARPi in HRD patients is due to the concept known as synthetic lethality, in which the individual loss of either one of two genes involved in DNA damage repair can be viable, while their simultaneous loss of activity is fatal. Inhibition of PARP impairs base excision repair (BER) activity, limiting the cell&#x2019;s ability to repair DNA single strand breaks (SSB), which when left unrepaired may develop into DSB (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B4">4</xref>). PARPi have further been suggested to trap the PARP enzyme within the DNA, resulting in replication fork collapse and consequent DSB formation. Accordingly, when HRD patients are treated with PARPi, synthetic lethality occurs due to deficiencies in both HR and BER pathways, the former related to the genetic predisposition of the cells, and the latter stemming from targeted inhibition by treatment with PARPi (<xref ref-type="bibr" rid="B3">3</xref>).</p>
<p>Ovarian cancer patients often present with therapy resistance after prior treatment. Several mechanisms have been suggested to explain the acquired tumor resistance to platinum-based and PARPi therapies, including dysregulation of drug influx and efflux (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). Of note, acquired resistance has also been suggested to involve restoration of HR function in HRD tumors, either through secondary mutations (somatic insertion/deletion that cause a frameshift that reinstates the open reading frame) or epigenetic modifications (loss of promoter hypermethylation) (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B9">9</xref>). Because three out of four ovarian cancer patients are HRP (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B10">10</xref>), and since patients that were initially HRD may acquire treatment resistance via transformation to an HRP-like phenotype, therapies that impose BRCAness may facilitate synthetic lethality, potentially augmenting the efficacy of PARPi.</p>
<p>Recently, it was shown that a state of BRCAness can be induced by Tumor Treating Fields (TTFields), a clinically approved antimitotic cancer treatment, in which electric fields are continuously and non-invasively applied to the tumor bed (<xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B13">13</xref>). Specifically, TTFields-induced downregulation of DNA repair proteins from the Fanconi Anemia (FA)-BRCA pathway has been preclinically demonstrated in several tumor types (<xref ref-type="bibr" rid="B14">14</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>); and exploitation of this induced state of BRCAness to enhance the effects of olaparib has been shown in non-small cell lung carcinoma (NSCLC) models (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>). In accordance with the involvement of the FA-BRCA pathway in the repair of DNA damage induced by platinum agents (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>), TTFields have also been observed to augment the effect of cisplatin in preclinical models of pleural mesothelioma and NSCLC (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B17">17</xref>).</p>
<p>TTFields therapy is currently approved in the US, Canada, China, Hong Kong, Japan, Europe, Israel, and Australia for treatment of newly diagnosed glioblastoma (GBM) concomitant with the DNA alkylating agent temozolomide; and in the US, Israel, and Europe for treatment of pleural mesothelioma concomitant with the DNA damaging agents cisplatin and pemetrexed (<xref ref-type="bibr" rid="B20">20</xref>&#x2013;<xref ref-type="bibr" rid="B23">23</xref>).</p>
<p>The research described herein examined the efficacy of TTFields co-treatment with ovarian cancer standard therapies (<xref ref-type="bibr" rid="B24">24</xref>), namely carboplatin, olaparib, and niraparib, that induce DNA damage or interfere with DNA damage repair, in order to sensitize the cells to treatment owing to the plausible HRD-like state induced by TTFields. The co-treatment demonstrating highest benefit <italic>in vitro</italic> was also tested in an ovarian cancer animal model.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Cell culture</title>
<p>The human ovarian endometrioid adenocarcinoma cell lines A2780 and A2780cis were obtained from the European Collection of Cell Cultures and from AddexBio, respectively. The human ovarian high grade ovarian serous adenocarcinoma cell line OVCAR-3 was obtained from the American Type Culture Collection (ATCC). Human cell lines were grown in RPMI media supplemented with 10% (v/v) fetal bovine serum (FBS), 1 mM sodium pyruvate, 12 mM HEPES and penicillin/streptomycin (50 &#xb5;g/ml) in a 37&#xb0;C humidified incubator supplied with 5% CO<sub>2</sub>. The media of A2780cis cells was additionally supplemented with 1 &#xb5;M cisplatin (Sigma, C2210000) in every passage to maintain platinum resistance. Media and supplements were purchased from Sartorius Israel Ltd. (Biological Industries Ltd., Beit HaEmek). Murine ID8 cells were previously transduced by the Laboratory of Molecular Virology and Gene Therapy in the Leuven Viral Vector Core of KU Leuven, using a lentiviral vector (pCHMWS_CMV-fluc-I-PuroR) to create the stable luciferase producing cell line, ID8-fLuc (<xref ref-type="bibr" rid="B25">25</xref>). These ID8-fluc cells were cultured at 37&#xb0;C with 5% CO<sub>2</sub> in Dulbecco&#x2019;s Modified Eagle Medium (DMEM) supplemented with 10% FCS, 100 U/ml penicillin/streptomycin, 2mM glutamine, 2.5&#xb5;g/ml amphotericin B and 10 mg/ml gemcitabine, which were obtained from Gibco.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Application of TTFields to cells</title>
<p>Cells were seeded on coverslip (22 mm diameter; 20&#xd7;10<sup>3</sup> cells/coverslip for A2780 and A2780cis; 40&#xd7;10<sup>3</sup> cells/coverslip for OVCAR-3). After overnight incubation, the coverslips were transferred into inovitro<sup>TM</sup> dishes containing 2 ml of media. TTFields at a frequency of 200 kHz (and intensity of 1 V/cm RMS) were applied to the cells for 72 hr using the inovitro&#x2122; system (Novocure, Haifa, Israel), as previously described (<xref ref-type="bibr" rid="B26">26</xref>).</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Co-application of TTFields with drugs to cell lines</title>
<p>For efficacy outcomes (cell count, overall effect, and apoptosis), various concentrations of carboplatin (MCE MedChemExpress, HY-17393), olaparib (Cayman Chemical, 10621), or niraparib (Cayman Chemical, 20842) were applied, with or without TTFields.</p>
<p>For DNA damage and cell cycle examination, the following drug concentrations were selected: For A2780 &#x2013; 6 &#xb5;M carboplatin, 1 &#xb5;M olaparib, and 0.5 &#xb5;M niraparib; For OVCAR-3 &#x2013; 16 &#xb5;M carboplatin, 0.5 &#xb5;M olaparib, and 0.8 &#xb5;M niraparib; For A2780cis &#x2013; 36 &#xb5;M carboplatin, 10 &#xb5;M olaparib, and 1.5 &#xb5;M niraparib.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Cell count</title>
<p>Cell count was examined following treatment using Cytek Northern Lights flow cytometer (Cytek Biosciences, USA). Results are presented as percentage relative to control.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Overall effect</title>
<p>Treated cells were harvested, re-plated in 6-well plates (500 cells/well for A2780 and A2780cis; 1000 cells/well for OVCAR-3), and grown for 7 (A2780 and A2780cis) or 21 (OVCAR-3) days. Colonies were stained with 0.5% crystal violet, quantified with ImageJ, and expressed as percentages relative to control. Overall effect was calculated by multiplying colony formation with the corresponding cell count.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Determining the type and magnitude of TTFields-drug interactions</title>
<p>The surviving fraction predicted for an additive effect between TTFields and drug was calculated (per the various drug concentrations) by multiplying the actual measured surviving fractions for the individual treatments one by the other (SF<sub>calculated additive</sub> = SF<sub>TTFields</sub> &#xd7; SF<sub>drug</sub>; where SF are expressed as probability) (<xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>). Based on the calculated values, a trendline was determined. Additivity, synergy, or antagonism was defined when the calculated additive trendline overlapped, was above, or was below the actual measured line for TTFields+drug, respectively.</p>
<p>For quantifying the magnitude of TTFields-drug interaction, interaction index (I<sub>i</sub>) values were calculated by the Bliss independence method using mortality values (M<sub>x</sub> = 1 &#x2013; SF<sub>x</sub>) (<xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>). Per the various drug concentrations, mortality predicted for an additive effect between TTFields and drug (M<sub>calculated additive</sub> = M<sub>TTFields</sub> + M<sub>drug</sub> &#x2013; M<sub>TTFields</sub> &#xd7; M<sub>drug</sub>) was divided by the actual measured mortality for TTFields+drug. Additivity was determined when the 95% confidence interval (CI) overlapped 1, synergy when 95% CI &lt; 1, and antagonism when 95% CI &gt; 1. Lower I<sub>i</sub> values were considered indicative of higher synergy levels.</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Apoptosis</title>
<p>Treated cells were stained with FITC-conjugated Annexin V (AnnV) and 7-Aminoactinomycin D (7-AAD) using a commercial kit (BioLegend, San Diego, CA, USA), according to the manufacturer&#x2019;s instruction. Data acquisition and analysis were done on the Cytek Northern Lights flow cytometer.</p>
</sec>
<sec id="s2_8">
<label>2.8</label>
<title>Western blot analysis</title>
<p>Extracts were prepared from treated cells and subjected to western blot analysis (25 &#x3bc;g protein/sample) as previously described. Primary antibodies are outlined in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. Horseradish peroxidase (HRP)-conjugated secondary antibody (Abcam, Cambridge, UK; cat #ab97023 or #ab6721, 1:10,000) and a chemiluminescent substrate (Immobilon Forte, Millipore, Burlington, MA, USA) were used for visualization. Bands were recorded on GeneGnome XRQ gel imager (AlphMetrix Bitech, R&#xf6;dermark, Germany). Densitometric readings were normalized to GAPDH with FIJI software and expressed as fold change relative to control.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Primary antibodies used in the study for western blot analysis.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Antigen</th>
<th valign="middle" align="center">Vendor</th>
<th valign="middle" align="center">Catalog #</th>
<th valign="middle" align="center">Dilution</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">BRCA2</td>
<td valign="middle" align="center">Cell Signaling</td>
<td valign="middle" align="center">10741</td>
<td valign="middle" align="center">1:1000</td>
</tr>
<tr>
<td valign="middle" align="center">FANCB</td>
<td valign="middle" align="center">Cell Signaling</td>
<td valign="middle" align="center">14243</td>
<td valign="middle" align="center">1:1000</td>
</tr>
<tr>
<td valign="middle" align="center">FANCD2</td>
<td valign="middle" align="center">Cell Signaling</td>
<td valign="middle" align="center">16323</td>
<td valign="middle" align="center">1:1000</td>
</tr>
<tr>
<td valign="middle" align="center">FANCJ</td>
<td valign="middle" align="center">Cell Signaling</td>
<td valign="middle" align="center">4578</td>
<td valign="middle" align="center">1:1000</td>
</tr>
<tr>
<td valign="middle" align="center">p21</td>
<td valign="middle" align="center">Santa Cruz</td>
<td valign="middle" align="center">SC-6246</td>
<td valign="middle" align="center">1:500</td>
</tr>
<tr>
<td valign="middle" align="center">GAPDH</td>
<td valign="middle" align="center">Santa Cruz</td>
<td valign="middle" align="center">SC-32233</td>
<td valign="middle" align="center">1:1000</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_9">
<label>2.9</label>
<title>DNA damage examination</title>
<p>Treated cells were fixed with 4% paraformaldehyde for 10 min, permeabilized for 20 min with 0.5% Triton X-100 in PBS, and blocked with donkey serum (PBS with 0.3% Triton X-100 and donkey serum 1:100). Cells were incubated at 4&#xb0;C overnight with anti-&#x263;H2AX antibody (Cell Signaling, Danvers, MA, USA; #9718, 1:400), followed by incubation at room temperature for 1 hr with Alexa Flour 488-conjugated secondary antibody (Jackson Immunoresearch, Cambridge, UK; #711&#x2013;545-152, 1:500) and 0.2 &#x3bc;g/ml 4&#x2019;,6-diamidino-2-phenylindole (DAPI; Sigma Aldrich, Rehovot, Israel). LSM 700 laser scanning confocal system (Zeiss, Gottingen, Germany) was utilized to obtain images, and the mean number of foci per nucleus was determined using the FIJI software with the BioVoxxel plugin.</p>
</sec>
<sec id="s2_10">
<label>2.10</label>
<title>Cell cycle analysis</title>
<p>Treated cells were fixed with 70% ice-cold ethanol for 30 min, pelleted, washed, and stained for 30 min at 37&#xb0;C in phosphate buffered saline (PBS) containing 1% FBS 5 &#xb5;g/ml 7-AAD (BioLegend), 200 &#xb5;g/ml RNase, 1 mM EDTA and 0.1% Triton X-100. Data acquisition (at 665/30 nm) and analysis were done on the Cytek Northern Lights flow cytometer and the FlowJo 10.8.1 software (BD Biosciences), respectively.</p>
</sec>
<sec id="s2_11">
<label>2.11</label>
<title>Co-application of TTFields and olaparib <italic>in vivo</italic>
</title>
<p>Murine experiments were approved by the KU Leuven ethical committee (P082/2021). NIH guidelines for the Care and Use of Laboratory Animals were followed along with the 2010/62/EU directive and the ARRIVE (Animal Research: Reporting of <italic>In Vivo</italic> Research: Reporting of <italic>In Vivo</italic> Experiments) guidelines. Syngeneic ID8-fluc cells were harvested using 0.05% Trypsin-EDTA and inoculated (5x10<sup>6</sup> cells in 100&#xb5;L DPBS) intraperitoneally in female C57BL/6 mice (six- to eight-week-old, obtained from Envigo (Horst, The Netherlands)), leading to the development of a stage III-IV ovarian cancer model (<xref ref-type="bibr" rid="B25">25</xref>).</p>
<p>Seven days post inoculation, treatment was initiated. Mice were divided into four groups receiving either: sham-heat and vehicle (n=8), sham-heat and olaparib (n=8), TTFields and vehicle (n=7) or TTFields and olaparib (n=11). TTFields treatment (200 kHz) was administered continuously using the inovivo<sup>TM</sup> system (Novocure, Israel) by applying arrays to the shaven abdomen of the mice as previously described (<xref ref-type="bibr" rid="B30">30</xref>). Sham-heat used analogous non-therapeutic arrays. Olaparib (MedKoo Biosciences, USA) was dissolved in a vehicle of 10% DMSO, 50% PEG300 and 40% DPBS and administered at a concentration of 50 mg/kg/day through daily oral gavage. Overall, therapeutic interventions lasted for four weeks, given in four cycles of five consecutive treatment days, followed by two days without treatment.</p>
</sec>
<sec id="s2_12">
<label>2.12</label>
<title>Bioluminescent imaging</title>
<p>Tumor load was observed through bioluminescent imaging analysis before (day 5) and after (day 35) treatment administration. All mice were anaesthetized using isoflurane gas (2 L/min) and received 126 mg/kg of D-luciferin through subcutaneous injection. Ten minutes post injection, photon flux was measured using the IVIS-spectrum preclinical <italic>In Vivo</italic> Imaging System (Perkin-Elmer, USA). Normalized photon flux was calculated by subtracting the photon flux before treatment from the paired photon flux after treatment per mouse.</p>
</sec>
<sec id="s2_13">
<label>2.13</label>
<title>Overall survival</title>
<p>Mice were followed up and weighed daily once ascites development started as indicated by the appearance of abdominal distention. Mice were sacrificed when their body weight reached &#x2265;32 grams as a surrogate endpoint for survival.</p>
</sec>
<sec id="s2_14">
<label>2.14</label>
<title>Statistical analysis</title>
<p>
<italic>In vitro</italic> experiments were repeated at least three times, and data are presented as mean &#xb1; standard error of the mean (SEM), and analyzed with ANOVA or student&#x2019;s t-test as appropriate. To determine the <italic>in vivo</italic> sample size, a statistical power analysis was performed to reach a power of at least 0.80. Photon-flux measured through BLI was summarized with means and standard deviations and visualized using bar charts. These results were analyzed using one-way ANOVA with Tukey&#x2019;s multiple comparisons test. Kaplan-Meier curves were compared using the log-rank test. Multiple comparison adjustment was performed using the Benjamini-Hochberg procedure. Statistical analyses were performed using GraphPad Prism 10.1 software (La Jolla) and differences considered significant at (adjusted) p-values of: *p &lt; 0.05, **p &lt; 0.01, and ***p &lt; 0.001.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>TTFields enhance the efficacy of carboplatin, additively in HRD cells and with a tendency to synergy in HRP and platinum-resistant cells</title>
<p>We examined carboplatin dose response curves, based on cell count measurements, in three different human ovarian cancer cell lines: A2780 (HRP cells), OVCAR-3 (HRD cells), and A2780cis (platinum-resistant cells, commercially available generated by repeated exposures of the A2780 cell line to cisplatin). The OVCAR-3 cells demonstrated highest sensitivity to carboplatin, while the A2780cis cells demonstrated highest resistance, as would be expected by the HRD phenotype of the former and the acquired resistance of the latter (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>).</p>
<p>TTFields significantly amplified (i.e. lower cell count) the effect induced by carboplatin alone in all examined cell lines (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1A&#x2013;C</bold>
</xref>; p&lt;0.0001 for all cell lines). Similarly, the overall effect (cell count &#xd7; colony formation) induced by carboplatin was significantly elevated after addition of TTFields (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1D&#x2013;F</bold>
</xref>; p&lt;0.0001 for all cell lines). Apoptosis analysis demonstrated increases in the fraction of apoptotic cells when TTFields were applied with carboplatin, suggesting a cytotoxic effect (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1G&#x2013;I</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>TTFields enhance the efficacy of carboplatin, additively in HRD cells and with a tendency to synergy in HRP and platinum-resistant cells. A2780 <bold>(A, D, G)</bold>, OVCAR-3 <bold>(B, E, H)</bold>, and A2780cis <bold>(C, F, I)</bold> human ovarian cancer cells (HRP, HRD, and platinum-resistant cells, respectively) were treated for 72 hr with various concentrations of carboplatin, alone or together with TTFields (200 kHz, 1 V/cm RMS), followed by examination of cell count <bold>(A&#x2013;C)</bold>, overall effect <bold>(D&#x2013;F)</bold>, and apoptosis <bold>(G&#x2013;I)</bold>. Values are mean &#xb1; SEM. p&lt;0.0001 for cell count and overall effect in all cell lines; Two-way ANOVA. Dashed lines represent the calculated additive effect, based on cell count and overall effect. For apoptosis: AnnV- 7AAD-, live cells; AnnV+ 7AAD-, cells at early apoptosis; AnnV+ 7AAD+, cells at late apoptosis. The interaction index (I<sub>i</sub>) for TTFields with various carboplatin concentrations was calculated by the Bliss independence method, and synergy denoted when 95% CI of I<sub>i</sub> was lower than 1 (highlighted in bold) <bold>(J)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-14-1402851-g001.tif"/>
</fig>
<p>While the concomitant application of TTFields with carboplatin, led to enhanced treatment efficacy relative to each treatment alone, we further sought to elucidate the nature of interaction between the two modalities. We calculated the expected dose curve for an additive effect (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1A&#x2013;F</bold>
</xref>, dashed lines) and the interaction index (I<sub>i</sub>, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1J</bold>
</xref>). An antagonistic interaction was demonstrated in OVCAR-3 cells, as the actual measured curves were above the calculated additive curves for co-treatment and the 95% confidence intervals (CI) for I<sub>i</sub> were larger than 1. On the other hand, for A2780 and A2780cis cells synergy was determined, as the actual measured curves were below the calculated additive curves and the 95% CI for I<sub>i</sub> were smaller than 1. The lower I<sub>i</sub> determined for A2780cis relative to A2780 cells suggested higher levels of TTFields plus carboplatin synergy in A2780cis cells.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>TTFields enhance the efficacy of PARPi, additively in HRD cells, with a tendency to synergy in platinum-resistant cells, and with high synergy in HRP cells</title>
<p>We next measured cell count dose response curves of olaparib and niraparib in the three different human ovarian cancer cell lines. As per the case with carboplatin, OVCAR-3 demonstrated highest sensitivity to PARPi while A2780cis demonstrated highest resistance (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;2</bold>
</xref>). This trait of A2780cis cells suggests that their acquired platinum resistance was also conferring some resistance to PARPi.</p>
<p>TTFields significantly augmented the effect induced by olaparib and niraparib alone in all examined cell lines, as seen based on cell count (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2A&#x2013;C</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3A&#x2013;C</bold>
</xref>, respectively; p&lt;0.0001 for all cell lines with both drugs) and on the overall effect (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2D&#x2013;F</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3D&#x2013;F</bold>
</xref>, respectively). Apoptosis analysis demonstrated elevation in the apoptotic cell fraction when TTFields were co-applied with olaparib or niraparib, suggesting a cytotoxic effect (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2G&#x2013;I</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3G&#x2013;I</bold>
</xref>, respectively p&lt;0.0001 for all cell lines with both drugs).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>TTFields enhance the efficacy of olaparib, additively in HRD cells, with a tendency to synergy in platinum-resistant cells, and with high synergy in HRP cells. A2780 <bold>(A, D, G)</bold>, OVCAR-3 <bold>(B, E, H)</bold>, and A2780cis <bold>(C, F, I)</bold> human ovarian cancer cells (HRP, HRD, and platinum-resistant cells, respectively) were treated for 72 hr with various concentrations of olaparib, alone or together with TTFields (200 kHz, 1 V/cm RMS), followed by examination of cell count <bold>(A&#x2013;C)</bold>, overall effect <bold>(D&#x2013;F)</bold>, and apoptosis <bold>(G&#x2013;I)</bold>. Values are mean &#xb1; SEM. p&lt;0.0001 for cell count and overall effect in all cell lines; Two-way ANOVA. Dashed lines represent the calculated additive effect, based on cell count and overall effect. For apoptosis: AnnV- 7AAD-, live cells; AnnV+ 7AAD-, cells at early apoptosis; AnnV+ 7AAD+, cells at late apoptosis. The interaction index (I<sub>i</sub>) for TTFields with various olaparib concentrations was calculated by the Bliss independence method, and synergy denoted when 95% CI of I<sub>i</sub> was lower than 1 (highlighted in bold) <bold>(J)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-14-1402851-g002.tif"/>
</fig>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>TTFields enhance the efficacy of niraparib, additively in HRD cells, with a tendency to synergy in platinum-resistant cells, and with high synergy in HRP cells. A2780 <bold>(A, D, G)</bold>, OVCAR-3 <bold>(B, E, H)</bold>, and A2780cis <bold>(C, F, I)</bold> human ovarian cancer cells (HRP, HRD, and platinum-resistant cells, respectively) were treated for 72 hr with various concentrations of niraparib, alone or together with TTFields (200 kHz, 1 V/cm RMS), followed by examination of cell count <bold>(A&#x2013;C)</bold>, overall effect <bold>(D&#x2013;F)</bold>, and apoptosis <bold>(G&#x2013;I)</bold>. Values are mean &#xb1; SEM. p&lt;0.0001 for cell count and overall effect in all cell lines; Two-way ANOVA. Dashed lines represent the calculated additive effect, based on cell count and overall effect. For apoptosis: AnnV- 7AAD-, live cells; AnnV+ 7AAD-, cells at early apoptosis; AnnV+ 7AAD+, cells at late apoptosis. The interaction index (I<sub>i</sub>) for TTFields with various niraparib concentrations was calculated by the Bliss independence method, and synergy denoted when 95% CI of I<sub>i</sub> was lower than 1 (highlighted in bold) <bold>(J)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-14-1402851-g003.tif"/>
</fig>
<p>Additivity was determined for TTFields with PARPi in OVCAR-3 cells, as the actual measured curves overlapped the calculated additive curves for the co-treatment (and 95% CI for I<sub>i</sub> spanned 1) (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2A&#x2013;F</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3A&#x2013;F</bold>
</xref>, dashed lines; <xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2J</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3J</bold>
</xref>). Different levels of synergy were determined in A2780 and A2780cis cells, with the lower I<sub>i</sub> determined for the former indicating higher levels of TTFields plus PARPi synergy in A2780 cells. Interestingly, the levels of synergy for TTFields plus PARPi in the A2780 cells was higher than that demonstrated with carboplatin in either A2780 and A2780cis cells.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>TTFields increase DNA damage induced by carboplatin and PARPi, downregulate the FA-BRCA pathway, and support drug-facilitated G2/M cell cycle arrest in response to the induced DNA damage</title>
<p>We next examined accumulation of DNA damage in treated cells, by fluorescence microscopy detection of &#x3b3;H2AX foci in cell nuclei (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A&#x2013;I</bold>
</xref>). For these experiments, per each cell line, drugs were used at concentrations that induce 70 to 80 percent reduction in cell count when co-applied with TTFields. Under the selected conditions olaparib and niraparib alone, induced only a mild elevation in the levels of &#x3b3;H2AX in all cell lines. Carboplatin facilitated a more pronounced effect that was especially dramatic in the OVCAR-3 cells. Application of TTFields alone to the cells induced low or no effect on the level of &#x3b3;H2AX foci formation relative to control. However, co-application of TTFields together with either of the three drugs elevated the foci levels significantly relative to control and to TTFields or drug monotherapy.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>TTFields increase DNA damage induced by carboplatin and PARPi, elevate levels of p21, and downregulate the FA-BRCA pathway. A2780 <bold>(A, D, G)</bold>, OVCAR-3 <bold>(B, E, H)</bold>, and A2780cis <bold>(C, F, I)</bold> human ovarian cancer cells (HRP, HRD, and platinum-resistant cells, respectively) were treated for 72 hr with carboplatin <bold>(A&#x2013;C)</bold>, olaparib <bold>(D&#x2013;F)</bold>, or niraparib <bold>(G&#x2013;I)</bold>, alone or together with TTFields (200 kHz, 1 V/cm RMS), followed by immunofluorescent detection of &#x263;H2AX foci formation. Drug concentrations: A2780 &#x2013; 6 &#xb5;M carboplatin, 1 &#xb5;M olaparib, and 0.5 &#xb5;M niraparib; OVCAR-3 &#x2013; 16 &#xb5;M carboplatin, 0.5 &#xb5;M olaparib, and 0.8 &#xb5;M niraparib; A2780cis &#x2013; 36 &#xb5;M carboplatin, 10 &#xb5;M olaparib, and 1.5 &#xb5;M niraparib. Representative images show staining with anti &#x263;H2AX antibody (green) and DAPI for nuclear visualization (blue) at x40 magnification; Scale bar, 20 &#xb5;m. Values are mean &#xb1; SEM. *<italic>p</italic> &lt; 0.05, **<italic>p</italic> &lt; 0.01, and ***<italic>p</italic> &lt; 0.001 relative to TTFields plus drug; One-way ANOVA, followed by Dunnett&#x2019;s <italic>post hoc</italic> analysis. A2780 <bold>(J)</bold> and <bold>(L)</bold>, OVCAR-3 <bold>(M)</bold>, and A2780cis <bold>(K)</bold> and <bold>(N)</bold> human ovarian cancer cells were treated for 72 hr with TTFields (200 kHz, 1 V/cm RMS), followed by immunoblotting of cell lysates for expression of p21 <bold>(J, K)</bold>, FANCB, FANCD2, FANCJ, and BRCA2 <bold>(L&#x2013;N)</bold>. Values are mean &#xb1; SEM. *<italic>p</italic> &lt; 0.05, **<italic>p</italic> &lt; 0.01, and ***<italic>p</italic> &lt; 0.001 relative to control; Student&#x2019;s T-tests.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-14-1402851-g004.tif"/>
</fig>
<p>To further understand how TTFields were involved in elevating DNA damage, we examined possible changes in expression levels of the cyclin-dependent kinase inhibitor p21 (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4J, K</bold>
</xref>), a key mediator of DNA damage-induced cell cycle arrest (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B32">32</xref>), and of proteins from the FA-BRCA pathway for DNA damage repair (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4L&#x2013;N</bold>
</xref>). TTFields application to the various cell lines elevated expression levels of p21 in A2780 and A2780cis cells (we could not detect p21 in the OVCAR-3 cells, as previously reported (<xref ref-type="bibr" rid="B33">33</xref>)), and decreased the expression of FANCB, FANCD2, FANCJ and BRCA2 relative to control cells in all three cell lines.</p>
<p>We next tested whether the various treatments and their consequent DNA damage formation and p21 elevation could induce cell cycle arrest (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5A&#x2013;I</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;3</bold>
</xref>). Carboplatin, olaparib, and niraparib alone all induced G2/M arrest, while co-application of TTFields with each of the drugs significantly elevated the fraction of cells in G2/M.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>TTFields support drug-felicitated G2/M cell cycle arrest in response to the induced DNA damage. A2780 <bold>(A, D, G)</bold>, OVCAR-3 <bold>(B, E, H)</bold>, and A2780cis <bold>(C, F, I)</bold> human ovarian cancer cells (HRP, HRD, and platinum-resistant cells, respectively) were treated for 72 hr with carboplatin <bold>(A&#x2013;C)</bold>, olaparib <bold>(D&#x2013;F)</bold>, or niraparib <bold>(G&#x2013;I)</bold>, alone or together with TTFields (200 kHz, 1 V/cm RMS), followed by staining with 7-AAD to determine the percentage of cells in G2/M phase. Drug concentrations: A2780 &#x2013; 6 &#xb5;M carboplatin, 1 &#xb5;M olaparib, and 0.5 &#xb5;M niraparib; OVCAR-3 &#x2013; 16 &#xb5;M carboplatin, 0.5 &#xb5;M olaparib, and 0.8 &#xb5;M niraparib; A2780cis &#x2013; 36 &#xb5;M carboplatin, 10 &#xb5;M olaparib, and 1.5 &#xb5;M niraparib. Values are mean &#xb1; SEM. *<italic>p</italic> &lt; 0.05, **<italic>p</italic> &lt; 0.01, and ***<italic>p</italic> &lt; 0.001 relative to TTFields plus drug; One-way ANOVA, followed by Dunnett&#x2019;s <italic>post hoc</italic> analysis.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-14-1402851-g005.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>TTFields co-treatment with olaparib inhibits tumor growth and prolongs survival in ovarian cancer bearing mice</title>
<p>We measured the effect of TTFields application together with olaparib in mice bearing orthotopic ID8-fLuc (HRP cells) ovarian cancer tumors. Experimental timeline and a schematic illustration of the TTFields/sham arrays attached to the mouse torso are depicted in <xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6A, B</bold>
</xref>, respectively. The photon flux measured before treatment showed 100% tumor engraftment, and no significant difference in tumor volume between treatment groups at the start timepoint (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;4</bold>
</xref>). After the 4 weeks treatment period, significantly smaller tumor volumes were seen for mice treated with TTFields plus olaparib, which were lower by about 80% compared to controls (p=0.0183) and to olaparib only treated mice (p=0.0066) (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6C</bold>
</xref>). Additionally, about 70% reduction in tumor growth was observed in mice treated with TTFields alone compared to olaparib monotherapy (p=0.0288) and to control (p=0.0658).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>TTFields co-treatment with olaparib inhibits tumor growth and prolongs survival in ovarian cancer bearing mice. <bold>(A)</bold> <italic>In vivo</italic> treatment schedule. Mice were inoculated with ID8-fLuc (HRP) ovarian cancer cells, and treated with sham-heat and vehicle, sham-heat and olaparib (50 mg/kg/day), TTFields (200 kHz) and vehicle, or TTFields and olaparib. Treatments were administered five days a week for a period of four weeks starting on day 7 post inoculation. Bioluminescent imaging (BLI) was performed before start of treatment on day 5 and after treatment stop on day 35 post inoculation. <bold>(B)</bold> Illustration of TTFields/sham arrays applied to the mouse torso. The illustration depicted the dorsal electrodes. Ventral electrodes are positioned opposingly. <bold>(C)</bold> Normalized photon flux of paired mice for BLI before and after treatment. *adjusted p-value &lt;0.05, **adjusted p-value &lt;0.01, ****adjusted p-value&lt;0.0001; one-way ANOVA with Tukey&#x2019;s multiple comparisons test. <bold>(D)</bold> Kaplan-Meier curve showing the overall survival of the treated mice and number at risk. *adjusted p-value &lt;0.05, ***adjusted p-value: 0.001; log-rank test, adjustments with the Benjamini-Hochberg procedure.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-14-1402851-g006.tif"/>
</fig>
<p>The Kaplan-Meier curve showed median overall survival of 62 days for control, 64 days for TTFields alone, 64.5 days for olaparib alone, and 70 days for TTFields plus olaparib (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6D</bold>
</xref>). Survival was significantly prolonged in the mice co-treated with TTFields plus olaparib compared to control mice (p=0.0003), olaparib monotherapy (p=0.0003), and TTFields monotherapy (p=0.0130). Notably, survival benefit was also observed in olaparib only treated mice compared to control mice (p=0.0401).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>The efficacy of TTFields for treatment of ovarian cancer has previously been demonstrated in preclinical models and in the INNOVATE study (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>). In those studies, co-application of TTFields with paclitaxel was tested, as to take advantage of the antimitotic effects manifested by both treatment modalities (<xref ref-type="bibr" rid="B36">36</xref>). With the recently identified effect of TTFields on DNA damage and repair (<xref ref-type="bibr" rid="B14">14</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B37">37</xref>), we sought to examine the effect of adding TTFields to current treatments used for ovarian cancer which target such pathways. Specifically, the effects of TTFields concomitant with carboplatin and PARPi were investigated in HRP, HRD, and platinum-resistant cells.</p>
<p>While TTFields enhanced the efficacy of all the drugs tested in this study in all the examined cell lines, the nature of the interaction was found to be dependent on the drug&#x2019;s underlying mechanism of action, as well as on the genetic background of the cells. In HRD cells (OVCAR-3), carboplatin interacted with TTFields antagonistically, while PARPi interacted with TTFields additively. In HRP cells (A2780) and in platinum-resistant cells (A2780cis), however, all drugs interacted with TTFields synergistically. Interestingly, TTFields-carboplatin synergy was higher in A2780cis relative to A2780 cells, whereas synergy for TTFields with either of the two PARPi (olaparib and niraparib) was higher in A2780 relative to A2780cis cells. Additionally, TTFields with PARPi reached higher levels of synergy relative to TTFields with carboplatin. Overall, these results suggest a potential benefit for concurrent application of TTFields with carboplatin or PARPi in ovarian cancer.</p>
<p>Treatment of the cells with TTFields plus carboplatin or PARPi demonstrated elevated levels of DNA damage, increased expression of p21, a CDK inhibitor involved in induction of cell cycle arrest in response to DNA damage, and elevated G2/M cell cycle arrest. To shed light on this outcome, we tested the effects of TTFields on the expression of proteins from the FA-BRCA pathway, previously shown to be downregulated by TTFields in other tumor types (<xref ref-type="bibr" rid="B14">14</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>). Indeed, TTFields application resulted in decreased expression of FANCB, a protein involved in the FA core complex, FANCD2 from the FANCI-FANCD2 (ID) complex, and of the two pivotal downstream proteins FANCJ and BRCA2, suggesting that the FA-BRCA pathway was severely impaired. While this effect was seen in all the examined cell lines, the manifestation of the effect was dependent on the co-applied drug and the genetic background of the cells, as detailed below.</p>
<p>The differences in the interactions between TTFields and the drugs seen for the different cell lines could be explained based on the HRP/HRD status of the cells. In the HRP cells (A2780), applying TTFields induced a state of BRCAness, hence creating synthetic lethality with PARPi, resulting in a highly synergistic effect. However, in the HRD cells (OVCAR-3), synthetic lethality with PARPi stemmed from the genetic background of the cells, and so the added effect of TTFields on FA-BRCA protein downregulation was transparent. Still, an additive effect for TTFields with PARPi was demonstrated in the HRD cells (OVCAR-3), which may relate to effects of TTFields on cancer cells unrelated to DNA damage repair mechanisms, such as the antimitotic effect (<xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B13">13</xref>). Additionally, TTFields have been shown in GBM cells to increase cell membrane permeability (<xref ref-type="bibr" rid="B38">38</xref>), an effect that was suggested to increase cellular drug uptake, and warrant further examination.</p>
<p>The resolution of DNA damage induced by carboplatin involves multiple factors from different repair pathways, mainly the FA-BRCA pathway and nucleotide excision repair (NER). Synergy between TTFields and carboplatin in the HRP cells (A2780) may therefore be related to this treatment regimen inducing damage while simultaneously blocking one of the pathways needed for its repair. Such cellular conditional vulnerability, with synergy between TTFields and cisplatin, has previously been demonstrated in pleural mesothelioma (<xref ref-type="bibr" rid="B17">17</xref>). The conditional vulnerability instated by the TTFields-induced BRCAness state is however not limited to platinum-based agents, and can also be exploited for concomitant use with other cancer treatment modalities that induce DNA damage. The benefit of applying TTFields with radiation was already demonstrated preclinically (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B39">39</xref>); and the potential of this treatment option in patients with newly-diagnosed GBM is currently under clinical investigation (TRIDENT, NCT04471844) (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>).</p>
<p>Platinum resistance is a strong predictive marker for PARPi resistance, indicating inter-related mechanisms (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B42">42</xref>). Indeed, the platinum-resistant cell line used in this study (A2780cis) also demonstrated PARPi resistance relative to its parental cell line. Drug resistance mechanisms are complex, encompassing changes in cellular availability of the drugs and alternation in DNA damage response (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B42">42</xref>). Changes in the capacity to repair DNA damage were previously demonstrated for A2780 cells resistant to cisplatin compared to their parental cells (<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>). Therefore, modulation of DNA damage repair can potentially account for the differences observed in the interaction of TTFields and the drugs between the resistant and the parental A2780 cell lines used in this study. The observation that TTFields application to resistant cells could sensitize them to platinum-based chemotherapy and PARPi is encouraging and may have clinical translation. However, to fully understand the type of TTFields-drug interactions in the resistant cells, in depth genetic characterization of these cells is needed.</p>
<p>The <italic>in vivo</italic> experiments conducted in this research focused on application of TTFields plus olaparib to ovarian cancer HRP cells, the case which showed highest benefit in the <italic>in vitro</italic> setting. Results showed that TTFields were effective in reducing ID8 tumor growth relative to control, while olaparib was not, in accordance with previous reports (<xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B46">46</xref>). When TTFields and olaparib were applied together, significant reduction in tumor growth was observed relative to treatment with olaparib alone and to control. Surprisingly, while TTFields plus olaparib showed similar reduction in tumor growth as TTFields alone, a significant improvement relative to the monotherapies was observed when TTFields were applied together with olaparib in regard to overall survival, confirming the beneficial effect of this treatment regimen. This outcome can be explained by effects that come into play in longer timeframes, such as alternations in the systemic anti-tumor immune response.</p>
<p>PARPi have been shown to have immunostimulating mechanisms, including activation of the cGAS/STING pathway in cancer cells (<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B48">48</xref>). TTFields were also shown to induce immunogenic cell death and cGAS/STING activation in preclinical models and in the clinic (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B50">50</xref>). Future studies will hence focus on the immunological aspects of applying TTFields together with olaparib in ovarian cancer, and on the potential use of TTFields together with both PARP and immune checkpoint inhibitors.</p>
<p>In conclusion, platinum-based chemotherapy and PARP inhibition are effective mainly in patients with HRD tumors, while patients with HRP tumors show treatment resistance (<xref ref-type="bibr" rid="B51">51</xref>). TTFields induce an HRD-like phenotype, manifesting synergy with the aforementioned drugs, showing potential for ovarian cancer treatment throughout the adjuvant and maintenance stages, in both HRP and HRD ovarian cancer cells, as well as in cells with treatment resistance. As a-priori and <italic>de novo</italic> drug resistance are a major limitation in ovarian cancer treatment, TTFields-induced sensitization of HRP cells and cells with acquired drug resistance can thus potentially help mitigate the problem.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>Ethical approval was not required for the studies on humans in accordance with the local legislation and institutional requirements because only commercially available established cell lines were used. The animal study was approved by KU Leuven ethical committee (P082/2021). The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>YB: Conceptualization, Investigation, Validation, Visualization, Writing &#x2013; review &amp; editing, Formal analysis. HE: Conceptualization, Formal analysis, Investigation, Project administration, Validation, Visualization, Writing &#x2013; review &amp; editing. KB: Conceptualization, Formal analysis, Investigation, Validation, Visualization, Writing &#x2013; review &amp; editing. AM: Conceptualization, Formal analysis, Investigation, Project administration, Validation, Visualization, Writing &#x2013; review &amp; editing. RW: Conceptualization, Investigation, Writing &#x2013; review &amp; editing. BV: Investigation, Writing &#x2013; review &amp; editing. SV: Investigation, Writing &#x2013; review &amp; editing. RM: Investigation, Writing &#x2013; review &amp; editing, Formal analysis, Validation, Visualization. RF: Visualization, Investigation, Writing &#x2013; review &amp; editing, Formal analysis, Validation. HG: Formal analysis, Validation, Visualization, Investigation, Writing &#x2013; review &amp; editing. ED: Writing &#x2013; review &amp; editing, Project administration, Conceptualization. AH: Formal analysis, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. MG: Conceptualization, Supervision, Writing &#x2013; review &amp; editing. UW: Writing &#x2013; review &amp; editing. IV: Writing &#x2013; review &amp; editing. AC: Supervision, Writing &#x2013; review &amp; editing, Conceptualization. YP: Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was conducted by Novocure Ltd.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors would like to thank Chelsea Higgins, PhD of Novocure for Editorial assistance.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>IV declares consultancy honoraria from Agenus, Akesobio, AstraZeneca, Bristol Myers Squibb, Deciphera Pharmaceuticals, Eisai, Elevar Therapeutics, Elsevier, F. Hoffmann-La Roche, Genmab, GSK, Immunogen, Jazzpharma, Karyopharm, Mersana, Molecular Partners, MSD, Novocure, Novartis, Oncoinvent, OncXerna, Sanofi, Regeneron, Seagen, Sotio, Verastem Oncology, Zentalis. AC is a contracted researcher for Oncoinvent AS and Novocure and a consultant for Sotio a.s., Epics Therapeutics SA and Molecular Partners. RW is employed by Oncoinvent AS. HE, KB, AM, RM, RF, HG, ED, AH, MG, and UW are employees of Novocure and hold company stocks. MG and UW hold Novocure IP. YP is the founder of Novocure, holding company stock and IP.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The authors declare that this study received funding from Novocure Ltd. The funder had the following involvement in the study: the authors affiliated with Novocure Ltd conducted part of the study.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<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 id="s11" sec-type="supplementary-material">
<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/fonc.2024.1402851/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fonc.2024.1402851/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SM1" mimetype="application/pdf"/>
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