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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">839620</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2022.839620</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Evaluation of JQ1 Combined With Docetaxel for the Treatment of Prostate Cancer Cells in 2D- and 3D-Culture Systems</article-title>
<alt-title alt-title-type="left-running-head">Xu et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Preclinical Drug Combination for PCa</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Yipeng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pachnikova</surname>
<given-names>Gabriela</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1620519/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Przybilla</surname>
<given-names>Dorothea</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sch&#xe4;fer</surname>
<given-names>Reinhold</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/29643/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cui</surname>
<given-names>Yingying</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/803100/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Dan</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Zihao</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1291221/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhao</surname>
<given-names>An</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/790346/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Keilholz</surname>
<given-names>Ulrich</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>
<institution>Department of Urology</institution>, <institution>The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital)</institution>, <addr-line>Hangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>
<institution>The Key Laboratory of Zhejiang Province for Aptamers and Theranostics</institution>, <addr-line>Hangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>
<institution>Institute of Basic Medicine and Cancer (IBMC)</institution>, <institution>Chinese Academy of Sciences</institution>, <addr-line>Hangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<label>
<sup>4</sup>
</label>
<institution>Comprehensive Cancer Center</institution>, <institution>Charit&#xe9;&#x2014;Universit&#xe4;tsmedizin Berlin</institution>, <institution>Corporate Member of Freie Universit&#xe4;t Berlin</institution>, <institution>Humboldt-Universit&#xe4;t zu Berlin and Berlin Institute of Health</institution>, <addr-line>Berlin</addr-line>, <country>Germany</country>
</aff>
<aff id="aff5">
<label>
<sup>5</sup>
</label>
<institution>Department of Urology</institution>, <institution>Southern Medical University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff6">
<label>
<sup>6</sup>
</label>
<institution>Experimental Research Center</institution>, <institution>Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital)</institution>, <addr-line>Hangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff7">
<label>
<sup>7</sup>
</label>
<institution>German Cancer Consortium (DKTK)</institution>, <addr-line>Heidelberg</addr-line>, <country>Germany</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/770659/overview">Wei Zhao</ext-link>, City University of Hong Kong, Hong Kong SAR, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1327161/overview">Qi Ma</ext-link>, Ningbo First Hospital, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1611663/overview">Shaojun Peng</ext-link>, Zhuhai People&#x2019;s Hospital, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: An Zhao, <email>zhaoan@zjcc.org.cn</email>; Ulrich Keilholz, <email>ulrich.keilholz@charite.de</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Experimental Pharmacology and Drug Discovery, a section of the journal Frontiers in Pharmacology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>02</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>839620</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Xu, Pachnikova, Przybilla, Sch&#xe4;fer, Cui, Zhou, Chen, Zhao and Keilholz.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Xu, Pachnikova, Przybilla, Sch&#xe4;fer, Cui, Zhou, Chen, Zhao and Keilholz</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>
<bold>Introduction:</bold> Prostate cancer (PCa) is dependent on coupled androgen-androgen receptor (AR) signaling for growth and progression. Significant efforts have been made in this research field, as hormonal therapies have greatly improved the survival of patients with metastatic PCa (mPCa). The drug treatment agent JQ1, which potently abrogates bromodomain 4 (BRD4) localization to the AR target loci and therefore significantly impairs AR-mediated gene transcription, is a potent therapeutic option for patients with advanced PCa. In this study, we aimed to investigate the inhibitory effect of JQ1 combined with docetaxel on PCa cells <italic>in&#x20;vitro</italic> for the first time. Furthermore, the 3D spheroid culture system was modeled to more accurately simulate the response of PCa cells to&#x20;drugs.</p>
<p>
<bold>Methods:</bold> We established and measured 3D LNCaP spheroids <italic>in&#x20;vitro</italic> in order to evaluate the susceptibility of 2D- and 3D-cultured LNCaP cells exposed to the same anti-cancer&#x20;drug.</p>
<p>
<bold>Results:</bold> We demonstrated that JQ1 was an effective drug for promoting cell inhibition after docetaxel treatment in 2D- and 3D- cultured LNCaP cells. Inhibition of 3D cultured formation in the combined treatment group was significantly higher than that in docetaxel or JQ1 alone. Under the same conditions of drug solubility, the drug resistance of 3D spheroids was significantly higher than that of 2D cells. Moreover, d<sub>max</sub> and lg volume were suitable parameters for LNCaP cells/spheroid size displaying and evaluating cell viability.</p>
<p>
<bold>Conclusion:</bold> 3D cultured spheroids of PCa are an effective tool for studying PCa drug trials. JQ1 combined with docetaxel may be an effective treatment for advanced PCa. This combination therapy strategy deserves further evaluation in clinical trials.</p>
</abstract>
<kwd-group>
<kwd>Prostate Cancer</kwd>
<kwd>JQ1</kwd>
<kwd>Docetaxel</kwd>
<kwd>Combination Treatment</kwd>
<kwd>3D Culture Spheroid</kwd>
</kwd-group>
<contract-sponsor id="cn001">Natural Science Foundation of Zhejiang Province<named-content content-type="fundref-id">10.13039/501100004731</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Prostate cancer (PCa) remains the most prevalent cancer in men globally, with approximately 1.6 million newly diagnosed cases and 366,000 deaths each year (<xref ref-type="bibr" rid="B22">Pernar et&#x20;al., 2018</xref>). PCa was once considered a common malignancy in elderly males, while recent studies have shown that the incidence of PCa in young males is significantly increasing (<xref ref-type="bibr" rid="B5">Bleyer et&#x20;al., 2020</xref>). This indicates that the global burden of PCa may become more substantial in the future.</p>
<p>PCa is unique in its dependence on the androgen receptor (AR) signaling pathway for growth and progression (<xref ref-type="bibr" rid="B18">Lim et&#x20;al., 2020</xref>). As such, androgen deprivation therapy (ADT) has been considered the backbone of treatment for advanced and metastatic PCa (<xref ref-type="bibr" rid="B20">Nader et&#x20;al., 2018</xref>). During the initial treatment course, most patients with PCa respond well to medical castration. However, almost all non-early stage PCa patients become castration-resistant over time and develop advanced PCa of castration-resistant PCa (CRPC) or metastatic CRPC (mCRPC), wherein PCa cells develop mechanisms to proliferate despite castrate levels of testosterone (<xref ref-type="bibr" rid="B18">Lim et&#x20;al., 2020</xref>). Although two next-generation hormonal drugs abiraterone (<xref ref-type="bibr" rid="B28">Stein et&#x20;al., 2012</xref>) and enzalutamide (<xref ref-type="bibr" rid="B24">Scher et&#x20;al., 2012</xref>) have been found to significantly improve the outcome of mCRPC, the durable responses were limited (<xref ref-type="bibr" rid="B16">Khalaf et&#x20;al., 2019</xref>).</p>
<p>In contrast, docetaxel is the first chemotherapy agent to extend the overall survival of patients with mCRPC (<xref ref-type="bibr" rid="B30">Tannock et&#x20;al., 2004</xref>). Several studies have also reported significant synergistic effects of docetaxel combined with estradiol or other drugs on advanced PCa (<xref ref-type="bibr" rid="B10">Figg et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B31">Tombal, 2007</xref>; <xref ref-type="bibr" rid="B7">Dahmani et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B17">Kuramoto et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B15">Jain et&#x20;al., 2015</xref>). Recently, a new small molecule that functions downstream of AR, JQ1, has provided a new strategy for advanced PCa treatment (<xref ref-type="bibr" rid="B34">Zhang et&#x20;al., 2017</xref>). Compared with hormonal drugs, JQ1 more potently abrogates bromodomain and extra-terminal (BET) localization to AR target loci and inhibits AR-mediated gene transcription (<xref ref-type="bibr" rid="B2">Asangani et&#x20;al., 2014</xref>). Moreover, the effects of JQ1 have been shown to be synergistically amplified by the addition of docetaxel <italic>in&#x20;vitro</italic> and <italic>in vivo</italic> in esophageal adenocarcinoma (<xref ref-type="bibr" rid="B27">Song et&#x20;al., 2020</xref>). These results suggest that JQ1 combined with docetaxel may improve the therapeutic effect for advanced PCa. Therefore, in this study, we aimed to investigate the inhibitory effect of JQ1 combined with docetaxel on PCa cells <italic>in&#x20;vitro</italic> for the first time, and a 3D spheroid culture system was modeled to more accurately simulate the response of PCa cells to&#x20;drugs.</p>
</sec>
<sec sec-type="methods" id="s2">
<title>Methods</title>
<sec id="s2-1">
<title>Cells Culture and Reagents</title>
<p>The LNCaP cell line was kindly gifted from the Urology Department of Charit&#xe9; Campus Mitte. All the cells were cultured under sterile conditions in a humidified incubator with 5% CO<sub>2</sub> at 37&#xb0;C (Thermo Scientific; Massachusetts, United&#x20;States), and were maintained in RPMI 1640 medium (Gibco; Texas, United&#x20;States) supplemented with 10% fetal bovine serum (Gibco; Texas, United&#x20;States) and 1% penicillin and streptomycin (stock 10,000&#xa0;&#x3bc;g/ml each) (Life Technologies; New York, United&#x20;States) according to the complete growth medium described on the ATCC website.</p>
</sec>
<sec id="s2-2">
<title>3D Embedded Cells/Spheroids Culture</title>
<p>The 3D cultured LNCaP cells/spheroids were initiated from 2D cultured LNCaP cells. From the third passage after cell thawing, a certain number of 2D cultured LNCaP cells were resuspended in Matrigel Matrix (Corning, New York, United&#x20;States) and plated into the center of each well. Growth medium was exchanged every 3&#xa0;days for cells seeded in 24 well plates (Corning; New York, United&#x20;States), and half exchange of medium was applied to cells seeded in 96-well plates (Corning, New York, United&#x20;States) every second&#x20;day.</p>
</sec>
<sec id="s2-3">
<title>Drug Preparation and Treatment</title>
<p>The agents were freshly prepared before the treatment experiments in the growth medium. The medium with a single agent was prepared as follows: 1) docetaxel (AbCam; Cambridge, United&#x20;Kingdom) at final concentrations of 0.25&#xa0;nM, 0.5, 1, 2, 4&#xa0;nM, 8 and 16&#xa0;nM; 2) JQ1 (Cayman Chemical, United&#x20;States) at final concentrations of 8, 16, 32, 64, 128, and 256&#xa0;nM. The medium of the mixture was prepared as follows: 1) 1&#xa0;nM docetaxel combined with 128&#xa0;nM JQ1; 2) 2&#xa0;nM docetaxel combined with 128&#xa0;nM JQ1). Culture medium without any agent was used as the negative control. The prepared medium was gently added to the cells (1&#xa0;ml/well for 24 well plate, 200&#xa0;ul/well for 96-well plate), and was changed every 3&#xa0;days. The growth of cells or spheroids was observed using a TCS SPE confocal system microscope (Leica, Germany).</p>
</sec>
<sec id="s2-4">
<title>Drug Interaction Testing by Checkerboard Assay</title>
<p>Checkerboard assays were used to determine the pairwise interactions between JQ1 and docetaxel. Serial 2-fold dilutions starting at 64/32&#x20;times the lowest drug concentration of the test agent were prepared and plated in 96-well clear plates (Corning, New York, United&#x20;States) in the horizontal and vertical directions, respectively. Checkerboard results were assessed visually, with 100% inhibition as the endpoint. The initial determination of interactions between JQ1 and docetaxel used an abbreviated diagonal-sampling checkerboard method (<xref ref-type="bibr" rid="B6">Cokol-Cakmak and Cokol, 2019</xref>).</p>
</sec>
<sec id="s2-5">
<title>Cell Viability Analysis</title>
<p>The CellTiter Glo assay (Promega, Wisconsin, United&#x20;States) was performed to examine cell viability 5&#xa0;days after the beginning of the treatment according to the manufacturer&#x2019;s instructions using a VICTOR Nivo Multimode Microplate Reader.</p>
</sec>
<sec id="s2-6">
<title>Characterization of Spheroids</title>
<p>Spheroids were imaged twice a week and later analyzed for their volume, log10 volume (lg volume), and long diameter (d<sub>max</sub>). According to the literature (<xref ref-type="bibr" rid="B3">Berrouet et&#x20;al., 2020a</xref>), the LNCaP spheroid volume was calculated as V &#x3d; &#x3c0; &#xd7; d<sub>max</sub> &#xd7; d<sub>min</sub>
<sup>2</sup>/6.</p>
</sec>
<sec id="s2-7">
<title>Statistics</title>
<p>The normality tests of LNCaP cells/spheroid size were analyzed using GraphPad Prism 8 (GraphPad Software; CA, United&#x20;States) software, including frequency distribution and Gaussian distribution (D&#x2019;Agostino-Pearson omnibus normality test). The line charts and violin plots of spheroid parameters (d<sub>max</sub>, lg volume) were plotted using GraphPad Prism 8 software, as well as the unpaired t-tests of the spheroid formation parameters.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Establishment and Measurement of 3D LNCaP Spheroids</title>
<p>A diagram indicating the process for establishing 3D LNCaP spheroids is shown in <xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>. The spheroids were initiated from single cells, the formation of LNCaP spheroids was observed from the seventh day, and the spheroid size increased over time (<xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>). To measure the continuous changes in the spheroids, we used three parameters (d<sub>max</sub>, volume, and lg volume) to describe the size of the spheroids. Among these three parameters, the d<sub>max</sub> and lg volumes can better reflect the size change of LNCaP spheroids and were selected to evaluate subsequent drug trials (<xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic of spheroids culture procedure and the formation of LNCaP spheroids. <bold>(A)</bold> Schematic of spheroids culture procedure and the images of LNCaP spheroids at different timepoints. <bold>(B)</bold> The violin plots of 3D embedded LNCaP cells/spheroids based on d<sub>max</sub>/volume/lg volume.</p>
</caption>
<graphic xlink:href="fphar-13-839620-g001.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Drug Interaction Testing of JQ1 Combined With Docetaxel</title>
<p>The diagonal method was used to evaluate whether different concentrations of JQ1 could enhance the inhibition of docetaxel. We found that JQ1 significantly enhanced the cell inhibition of docetaxel compared with docetaxel alone at 128 and 256&#xa0;nM solubility (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>). We next tested the spheroid formation exposed to varying concentrations of docetaxel and JQ1 for 14&#xa0;days and found that the formation of LNCaP spheroids could be inhibited when exposed to docetaxel concentrations higher than 1&#xa0;nM or JQ1 concentrations higher than 128&#xa0;nM (<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Drug interaction testing of JQ1 combined with docetaxel. <bold>(A)</bold> The cell viability of 2D-cultured LNCaP cells exposed to varying docetaxel concentrations and a fixed concentration of JQ1 (8 nM/16 nM/32 nM/64 nM/128 nM/256&#xa0;nM). <bold>(B)</bold> The LNCaP spheroids formation exposed to varying docetaxel/JQ1 concentrations for 14&#xa0;days.</p>
</caption>
<graphic xlink:href="fphar-13-839620-g002.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>Cell Viability Analysis of 2D Cells and 3D Spheroids Treated With Drugs</title>
<p>Based on the initial screening of the above drug solubility, we next analyzed the cell viability of 2D cells and 3D spheroids exposed to JQ1 and docetaxel. In both 2D and 3D cell cultures, the inhibition of cell activity was significantly increased in the JQ1 combined docetaxel group compared to JQ1 or docetaxel treatment alone (<xref ref-type="fig" rid="F3">Figures 3A,B</xref>). Interestingly, compared with JQ1 combined with 1&#xa0;nM docetaxel, JQ1 combined with 2&#xa0;nM docetaxel did not significantly increase the inhibition of cell activity, suggesting that JQ1 combined with docetaxel could reduce the solubility of docetaxel (<xref ref-type="fig" rid="F3">Figure&#x20;3C</xref>). In addition, the drug resistance of 3D spheroids was significantly higher than that of 2D cells in the 2&#xa0;nM docetaxel combined with 128&#xa0;nM JQ1 group (<italic>p</italic>&#x20;&#x3d; 0.0117, <xref ref-type="fig" rid="F3">Figure&#x20;3D</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Cell viability analysis of 2D cells and 3D spheroids treated with drugs. <bold>(A)</bold> The images and cell viability of 2D LNCaP cells exposed to 1 nM/2&#xa0;nM docetaxel and 128&#xa0;nM JQ1 alone or in combination. <bold>(B)</bold> The images and cell viability of 3D LNCaP cells exposed to 1 nM/2&#xa0;nM docetaxel and 128&#xa0;nM JQ1 alone or in combination. <bold>(C)</bold> The cell viability of 2D/3D-embedded cultured LNCaP cells exposed to 1 nM/2&#xa0;nM docetaxel combined with 128&#xa0;nM JQ1. <bold>(D)</bold> The cell viability of 2D/3D-embedded cultured LNCaP cells exposed to 128&#xa0;nM JQ1 combined with 1 nM/2&#xa0;nM docetaxel.</p>
</caption>
<graphic xlink:href="fphar-13-839620-g003.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>Formation Characteristic Analysis of 3D LNCaP Spheroids Treated With Drugs</title>
<p>The 3D spheroid reduces the drug&#x2019;s contact area compared to 2D cells, but better reflects the physical conditions of the tumor <italic>in&#x20;vitro</italic>. We then analyzed the formation characteristics of 3D LNCaP spheroids in different drug treatment groups. As shown in <xref ref-type="fig" rid="F4">Figure&#x20;4A</xref>, JQ1 with docetaxel inhibited 3D LNCaP spheroid formation compared to JQ1 or docetaxel treatment alone. According to the above test, the d<sub>max</sub> and lg volume data were further collected from 100&#x20;3D LNCaP spheroids of each group, and the frequency distributions and D&#x2019;Agostino-Pearson omnibus normality tests showed that all the d<sub>max</sub> and lg volume data were normally distributed (<xref ref-type="fig" rid="F4">Figure&#x20;4B</xref> and <xref ref-type="table" rid="T1">Table&#x20;1</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Formation characteristic analysis of 3D LNCaP spheroids treated with drugs. <bold>(A)</bold> The image of the median LNCaP spheroids exposed to 0.5&#xa0;nM of docetaxel and 128&#xa0;nM of JQ1 alone or in combination. <bold>(B)</bold> Histogram of d<sub>max</sub> and the lg volume of LNCaP spheroids exposed to 0.5&#xa0;nM of docetaxel and 128&#xa0;nM of JQ1 alone or in combination. <bold>(C)</bold> The violin plot of the LNCaP spheroids distribution (according to d<sub>max</sub> and the lg volume of LNCaP spheroids). <bold>(D)</bold>. The numbers of LNCaP spheroids bigger than the median spheroids in NC group (according to d<sub>max</sub> and lg volume).</p>
</caption>
<graphic xlink:href="fphar-13-839620-g004.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>The results of the normality tests for LNCaP spheroids exposed to docetaxel/JQ1 for 14&#xa0;days.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Group</th>
<th colspan="3" align="center">d<sub>max</sub>
</th>
<th colspan="3" align="center">lg volume</th>
</tr>
<tr>
<th align="center">D&#x2019;Agostino-Pearson omnibus (K2)</th>
<th align="center">P-value</th>
<th align="center">Passed normality test (alpha&#x20;&#x3d;&#x20;0.05)</th>
<th align="center">D&#x2019;Agostino-Pearson omnibus (K2)</th>
<th align="center">P-value</th>
<th align="center">Passed normality test (alpha&#x20;&#x3d;&#x20;0.05)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">NC</td>
<td align="char" char=".">1.761</td>
<td align="char" char=".">0.4145</td>
<td align="center">Yes</td>
<td align="char" char=".">2.836</td>
<td align="char" char=".">0.2422</td>
<td align="center">Yes</td>
</tr>
<tr>
<td align="left">Docetaxel</td>
<td align="char" char=".">5.019</td>
<td align="char" char=".">0.0813</td>
<td align="center">Yes</td>
<td align="char" char=".">2.13</td>
<td align="char" char=".">0.3447</td>
<td align="center">Yes</td>
</tr>
<tr>
<td align="left">JQ1</td>
<td align="char" char=".">1.46</td>
<td align="char" char=".">0.4819</td>
<td align="center">Yes</td>
<td align="char" char=".">0.1604</td>
<td align="char" char=".">0.9229</td>
<td align="center">Yes</td>
</tr>
<tr>
<td align="left">Combination</td>
<td align="char" char=".">0.2779</td>
<td align="char" char=".">0.8703</td>
<td align="center">Yes</td>
<td align="char" char=".">0.8124</td>
<td align="char" char=".">0.6662</td>
<td align="center">Yes</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The unpaired tests showed that the median values of d<sub>max</sub> and lg volume of LNCaP spheroids exposed to the combination treatment were significantly smaller than the d<sub>max</sub> and lg volume for the single agent treated group and the untreated (NC) group (<italic>p</italic>&#x20;&#x3c; 0.0001, respectively, <xref ref-type="fig" rid="F4">Figure&#x20;4C</xref>). We also calculated the number of LNCaP spheroids larger than the median value of d<sub>max</sub> and lg volume in the NC group and found that the number of LNCaP spheroids larger than the NC median exposed to the combination treatment group was significantly less than that in the docetaxel, JQ1, and NC groups (<xref ref-type="fig" rid="F4">Figure&#x20;4D</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Since Prof. Huggins and Hodges first discovered the hormonal dependence of PCa in 1941 (<xref ref-type="bibr" rid="B14">Huggins and Hodges, 1941</xref>), hormonal therapy has become the backbone of metastatic prostate cancer treatments. A variety of strategies focusing on blocking androgen-AR signaling are available to treat PCa, and most have been shown to induce significant tumor regression and normalize serum PSA levels (<xref ref-type="bibr" rid="B19">Lochrin et&#x20;al., 2014</xref>). However, almost all patients with mPCa are resistant to hormonal therapy and progress to mCRPC. Deregulated androgen-AR signaling, such as AR amplification, mutation, and altered pathways, can drive CRPC progression (<xref ref-type="bibr" rid="B13">Holzbeierlein et&#x20;al., 2004</xref>). PCa cells may develop resistance after different hormone treatments; thus, new non-AR-dependent treatment strategies should be explored in the future.</p>
<p>BET-inhibitors have rapidly developed in recent years, and some have already entered clinical trials (<xref ref-type="bibr" rid="B1">Alqahtani et&#x20;al., 2019</xref>). BET inhibitors induce cytostatic rather than cytotoxic effects, which indicates that the combination with other drugs might be a better choice in cancer treatment (<xref ref-type="bibr" rid="B23">Pervaiz et&#x20;al., 2018</xref>). JQ1, the groundbreaking BET-inhibitor drug, is a new and effective treatment strategy for patients with mPCa. JQ1 is a potent small-molecule inhibitor of BRD4 that has been shown to reduce the transcription of AR target genes (<xref ref-type="bibr" rid="B25">Seton-Rogers, 2014</xref>). It can also reduce the proliferation of PCa cells and organoids with known AR mutations, AR amplification, and AR-V7 expression (<xref ref-type="bibr" rid="B33">Welti et&#x20;al., 2018</xref>). JQ1 is thought to be a potential novel PCa therapy to overcome aberrant AR signaling and improve the outcome of patients beyond current PCa treatments (<xref ref-type="bibr" rid="B33">Welti et&#x20;al., 2018</xref>). However, new literature also showed that JQ1 could promote PCa invasion and metastasis in a BET protein-independent manner when PCa cell growth is inhibited (<xref ref-type="bibr" rid="B32">Wang et&#x20;al., 2020</xref>). Docetaxel is an effective anti-cancer cytotoxic drug agent for patients with mPCa. It has been suggested that the effects of JQ1 could be synergistically amplified by docetaxel addition both <italic>in&#x20;vitro</italic> and <italic>in vivo</italic> in esophageal adenocarcinoma (<xref ref-type="bibr" rid="B27">Song et&#x20;al., 2020</xref>). On the other hand, this synergistic amplification was not observed when docetaxel was combined with a BRD4-proteolysis targeting chimeric in breast cancer (<xref ref-type="bibr" rid="B21">Noblejas-L&#xf3;pez et&#x20;al., 2019</xref>).</p>
<p>Our study performed drug testing experiments based on 2D and 3D preclinical models, which showed that the cell growth inhibition by combinational treatment (JQ1 and docetaxel) was significantly higher than that of each treatment alone. The same tendency was also observed for LNCaP spheroid formation. For the first time, we showed that JQ1 and docetaxel are potential combination therapies for patients with&#x20;PCa.</p>
<p>2D cell culture was introduced as a tool for anti-cancer drug screening in the 1950s (<xref ref-type="bibr" rid="B9">Eagle and Foley, 1958</xref>) and has since become an essential part of preclinical drug discovery. 2D-cultured cells are grown as a monolayer, providing a flat &#x201c;full-on-display&#x201d; structure, which is different from cells <italic>in vivo</italic>. 2D drug testing experiments showed greater sensitivity than 3D-cultured cells and PDX models. This is one crucial reason why the success rate of novel anti-cancer drugs selected by 2D preclinical models might be so low in clinical trials (<xref ref-type="bibr" rid="B12">Hay et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B29">Stock et&#x20;al., 2016</xref>). PDX models and 3D-cultured cells provide more <italic>in vivo</italic>-like preclinical models that better mirror <italic>in vivo</italic> responses (<xref ref-type="bibr" rid="B8">Duval et&#x20;al., 2017</xref>), but the efficiency of PCa PDX/organoid establishment has been relatively low. Spheroids established from suitable PCa cell lines are another effective preclinical model for anticancer drug screening.</p>
<p>Drug-dose-response curves are still widely used to measure anti-cancer drug sensitivity, but they are developed based on drug testing work in 2D monolayer cultured cells. IC50 values were shown to be an imperfect index in 3D drug testing experiments (<xref ref-type="bibr" rid="B3">Berrouet et&#x20;al., 2020a</xref>), indicating that a new evaluation system should be established for spheroids and organoids. In this study, we performed different experiments using 3D embedded-cultured spheroids. We found that d<sub>max</sub> and lg volume were suitable parameters for LNCaP cells/spheroid size displaying and evaluating cell viability. They should also become suitable indices to assess the efficacy of anti-cancer drug treatment by inhibiting spheroid formation.</p>
<p>This study has some limitations. First, we only investigated the potential combination treatment for PCa. Further projects should systematically explore if this drug combination (JQ1 and docetaxel) is synergistic (such as miniaturized checkerboard assays). In addition, the molecular mechanisms underlying this potential synergistic effect should also be investigated.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>3D cultured spheroid of PCa is an effective tool to study PCa drug trials. JQ1 combined with docetaxel may be an effective treatment for advanced&#x20;PCa.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>Experiments, data acquisition, and data analysis: YX and DP. Conception and Design: UK, RS, DZ, and GP. Manuscript writing: YX, ZC, and AZ. Manuscript revision: UK, AZ, YC, and GP. All authors read and approved the manuscript.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This work was supported by grants from the Natural Science Foundation of Zhejiang Province (LQ20H160007) and ZAST International Medical Cooperation Program, which provided the living expenses for the first author to study in Comprehensive Cancer Center, Charit&#xe9;&#x2013;Universit&#xe4;tsmedizin Berlin.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="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>
<ack>
<p>Urology Department of Charit&#xe9; Campus Mitte provided the LNCaP cell line for this&#x20;study.</p>
</ack>
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