一种评价神经内分泌前列腺癌向前列腺腺癌可逆性的高灵敏度筛选系统

IF 3.1 2区 医学 Q2 ONCOLOGY
Cancer Medicine Pub Date : 2025-02-27 DOI:10.1002/cam4.70047
Tomohiro Fukui, Kosuke Okasho, Yukiko Okuno, Maki Fujiwara, Kensuke Hikami, Arinobu Fukunaga, Takuro Sunada, Yuki Kita, Takayuki Sumiyoshi, Takayuki Goto, Ryoichi Saito, Osamu Ogawa, Takashi Kobayashi, Shusuke Akamatsu
{"title":"一种评价神经内分泌前列腺癌向前列腺腺癌可逆性的高灵敏度筛选系统","authors":"Tomohiro Fukui,&nbsp;Kosuke Okasho,&nbsp;Yukiko Okuno,&nbsp;Maki Fujiwara,&nbsp;Kensuke Hikami,&nbsp;Arinobu Fukunaga,&nbsp;Takuro Sunada,&nbsp;Yuki Kita,&nbsp;Takayuki Sumiyoshi,&nbsp;Takayuki Goto,&nbsp;Ryoichi Saito,&nbsp;Osamu Ogawa,&nbsp;Takashi Kobayashi,&nbsp;Shusuke Akamatsu","doi":"10.1002/cam4.70047","DOIUrl":null,"url":null,"abstract":"<p>Prostate cancer grows in an androgen-dependent manner, and the standard therapy for advanced prostate cancer is endocrine therapy targeting the androgen receptor (AR) signaling pathway. However, with the widespread use of potent next-generation AR signaling inhibitors (ARSIs), the incidence of treatment-related neuroendocrine prostate cancer (t-NEPC), which is completely independent of the AR pathway, is rapidly rising.<span><sup>1, 2</sup></span> Unlike its AR-dependent ancestor, t-NEPC remains a poor prognosis cancer, lacking effective treatment options, and thus necessitating the exploration and development of innovative therapies.<span><sup>2</sup></span></p><p>Transdifferentiation of prostate adenocarcinoma into neuroendocrine prostate cancer (NEPC) occurs through lineage plasticity.<span><sup>3-5</sup></span> Lineage plasticity is a biological process that enhances cell survival by enabling adaptation to the environment, avoidance of stress, or tissue repair.<span><sup>4</sup></span> Within cancer, lineage plasticity facilitates the development of therapy resistance in cancer cells by reprogramming into therapy-resistant phenotypes that bypass targeted therapies.<span><sup>5</sup></span> This phenomenon is especially notable in cancer varieties where there are potent targeted therapies for key growth pathways, such as AR-driven prostate cancer, epidermal growth factor receptor (EGFR)-mutant lung cancer, and BRAF-mutant melanoma.<span><sup>4</sup></span></p><p>Recent genomic analyses have revealed several alterations enriched in t-NEPC, with the loss of tumor suppressor genes (<i>TP53</i> and <i>RB1</i>) being crucial genomic changes linked to t-NEPC.<span><sup>3, 6</sup></span> Moreover, epigenetic genes, such as <i>EZH2</i> and <i>SOX2</i>, induce neuroendocrine (NE) transdifferentiation.<span><sup>7, 8</sup></span> A study with gene-engineered mice lacking <i>Pten</i> and <i>Rb1</i>, or all three (<i>Pten</i>, <i>Rb1</i>, and <i>Trp53</i>), showed reduced expression of AR and increased expression of NE-related genes, phenocopying human NEPC. Furthermore, using EZH2 inhibitors restored AR expression and sensitivity to antiandrogen therapy.<span><sup>7</sup></span> These findings suggest that plasticity in t-NEPC is potentially reversible, and regulating cellular lineage could serve as a novel therapeutic strategy. However, EZH2 inhibition did not increase AR expression or activity in organoids from human NEPC.<span><sup>9</sup></span> To date, the reversibility of lineage plasticity in prostate cancer has not been confirmed in human-derived t-NEPC clinical models.</p><p>One major hurdle in NEPC research is the paucity of human-derived t-NEPC cell lines suitable for genetic manipulation or large-scale compound screening. Previously, we created a novel t-NEPC cell line called KUCaP13, derived from a patient-derived xenograft (PDX) and verified its lineage originating from prostate adenocarcinoma.<span><sup>10</sup></span> The cell line's origin as prostate adenocarcinoma is supported by the preservation of a homozygous <i>CHD1</i> deletion from patient tissue to the cell line.<span><sup>10</sup></span> Concurrent inactivation of <i>TP53</i>, <i>RB1</i>, and <i>PTEN</i> in KUCaP13 makes it an ideal candidate for NEPC research.<span><sup>11</sup></span> KUCaP13 cells grow suspended in culture, forming spheroids. They are dissociated into single cells to facilitate lentiviral transfection, fluorescence-activated cell sorting (FACS) sorting, and accurate cell counting. Herein, we hypothesized that t-NEPC can be transdifferentiated back to adenocarcinoma and attempted to prove the reversibility of cellular lineage by compound screening using KUCaP13 cells (Figure S1). To this end, we developed a highly sensitive screening system to detect AR re-expression in KUCaP13 cells and performed a high-throughput screening using a chemical library.</p><p>NEPC is an aggressive variant of prostate cancer. However, due to its rarity and the lack of experimental models, its biology has remained unclear. Recent advances in genomic analysis of human specimens have revealed NEPC's genomic and molecular biological characteristics. The acquisition of <i>MYCN</i> oncogenes, coupled with the loss of tumor suppressor genes (<i>TP53</i>, <i>RB1</i>, and <i>PTEN</i>), play a critical role in NEPC development.<span><sup>13, 14</sup></span> However, since these genes are not direct therapeutic targets, NEPC remains a cancer with a very poor prognosis for which no effective treatment currently exists. The origin of NEPC, whether it arises from a small subset of pre-existing NE cells in the prostate gland or from the transdifferentiation of adenocarcinoma cells, has sparked controversy.<span><sup>15, 16</sup></span> However, recent reports strongly suggest that t-NEPC undergoes transdifferentiation from an adenocarcinoma due to epithelial plasticity.<span><sup>6, 17, 18</sup></span> The mechanism underlying lineage plasticity in t-NEPC is thought to be epigenetic and potentially reversible; however, the detailed processes have not been fully clarified.<span><sup>4</sup></span></p><p>Despite recent advances in t-NEPC research, no t-NEPC cell lines are available for genetic manipulation or large-scale compound screening. The solitary widely employed cell line derived from a patient with NEPC is NCI-H660. Initially classified as originating from small-cell lung cancer, it was subsequently recognized as prostatic in nature due to the presence of <i>TMPRSS2</i>-<i>ERG</i> fusion.<span><sup>19</sup></span> However, since the cell line originated from a lymph node metastasis in a patient who had died within a month of diagnosis without receiving treatment, NCI-H660 is likely to be a de novo NEPC, and it is uncertain whether it originally expressed AR.<span><sup>19, 20</sup></span> Therefore, NCI-H660 is not a suitable model for studying the lineage plasticity of t-NEPC. In contrast, a novel t-NEPC cell line, named KUCaP13, was created from the tissue of a patient initially diagnosed with adenocarcinoma, which subsequently transformed into NEPC. KUCaP13 is the initial patient-derived t-NEPC cell line displaying the triple loss of tumor suppressors crucial for NEPC progression via lineage plasticity.<span><sup>10</sup></span> In prostate cancer, lineage alteration can be evaluated by AR activity, unlike in other cancer types, such as lung cancer and melanoma. Hence, in the present study, we focused on identifying compounds that can re-express AR through chemical screening using KUCaP13 cells. Identifying these compounds will contribute to understanding the mechanism of lineage plasticity in t-NEPC and enable the development of innovative therapies for t-NEPC in combination with ARSIs.</p><p>AR is crucial in the development and progression of most prostate cancer cases. AR, a ligand-dependent transcription factor, is localized in the cytoplasm when inactive.<span><sup>21</sup></span> Ligand binding, by the native androgens testosterone and 5α-dihydrotestosterone, induces nuclear translocation and receptor dimerization. In the nucleus, AR recruits various collaborative factors and binds ARE sequences located in the enhancer and promoter regions of target genes. Thus, it regulates the transcription of androgen-responsive genes, including prostate-specific antigens.<span><sup>22</sup></span> Azeem et al. developed ARE-based assays that can test AR activity on a large scale, rendering them valuable for drug screening.<span><sup>23</sup></span> Luciferase is frequently employed as a reporter in high-throughput screening assays due to its remarkable sensitivity, extensive dynamic range, and swift measurement capabilities.<span><sup>24</sup></span> Thus, in our study, a reporter gene, AREluc, was transduced into KUCaP13 cells to detect AR activity using luciferase assay. The positive control cells, KUCaP13_AREluc overexpressing AR, exhibited enhanced luminescence upon the administration of synthetic androgens. This reporter assay system enables the assessment of plasticity reversibility by detecting AR expression in KUCaP13 and facilitates high-throughput screenings. This is a novel screening system for evaluating the reversibility of plasticity using the t-NEPC cell line.</p><p>Compounds responsible for AR re-expression in KUCaP13 cells were screened using the library of known compounds provided by our Drug Discovery Research. Previously, we identified disulfiram as a sensitizer of cisplatin in bladder cancer through high-throughput chemical screening using this library.<span><sup>25</sup></span> Our present study detected compounds that enhance luciferase luminescence and identified 30 hit compounds in the first screening. However, all hit compounds were confirmed as false positives through the second screening and qPCR. One possible reason is the inhibitory effect of the compounds on luciferase. In firefly luciferase reporter gene assays, inhibitors of luciferase can act intracellularly to prolong the lifespan of ectopically expressed firefly luciferase enzyme. This leads to heightened luciferase activity, which can be visually indistinguishable from the activation of reporter gene transcription.<span><sup>26</sup></span> In previous studies, inhibitory activity against luciferase was identified in 12% of the compounds present in a chemical library.<span><sup>27</sup></span> In our present study, 73% of the compounds that exhibited false positives shared the same root scaffolds as luciferase inhibitors that had been reported previously.<span><sup>27</sup></span></p><p>The reversibility of lineage plasticity in t-NEPC has been demonstrated in gene-engineered mice, but this has not been confirmed in models from clinical samples. Recently, the reversibility of lineage plasticity in castration-resistant prostate cancer (CRPC) in the intermediate/lineage-plastic state through the JAK/STAT pathway has been reported.<span><sup>28</sup></span> The combination of a JAK inhibitor and an FGFR inhibitor increased AR expression in organoids with enhanced JAK/STAT signaling from patients with CRPC but did not affect AR expression in organoids from patients with NEPC.<span><sup>28</sup></span> In the current situation, where the reversibility of cellular lineage of t-NEPC in clinical specimens has not been demonstrated, the establishment of a screening system to detect AR re-expression using t-NEPC cell lines and applying it in large-scale chemical screening may open a door for an innovative development.</p><p>In our study, a single compound alone was unable to re-express AR in KUCaP13 cells. However, since lineage plasticity involves multiple processes, there may be potential for AR re-expression in t-NEPC utilizing a synergistic combination of multiple compounds. Alternatively, it may be that the regulation of cellular lineage in cells that had undergone complete transdifferentiation to t-NEPC is challenging. In a previous study identifying the role of JAK/STAT signaling in NEPC transdifferentiation, it was reported that therapeutic timing was critical due to cell-state heterogeneity in a patient with CRPC and the absence of JAK/STAT activation in NEPC.<span><sup>28</sup></span> Hence, reversing the cell lineage in the earlier stages of transdifferentiation may be crucial.</p><p>Our study has several limitations. This screening system was challenged by the absence of a compound that can serve as a positive control. Before compound screening, we independently tested several drugs that could potentially impact plasticity in t-NEPC, including an EZH2 inhibitor (EPZ-6438), a bromodomain inhibitor ((+)-JQ1), an LSD inhibitor (GSK2879552 2HCl), and a histone deacetylase inhibitor (Trichostatin A); however, none of them elicited an increase in luminescence in the presence of R1881 (data not shown). Therefore, we established KUCaP13_AREluc_AR cells as the positive control. Furthermore, owing to technical limitations associated with the nature of KUCaP13 cell growth in suspension and the difficulty of refreshing culture media during the compound screening process, we measured luminescence 2 days post-exposure to the compounds. In a previous report using organoids, human organoids had been exposed to compounds for 14 days to assess the reversibility of plasticity.<span><sup>28</sup></span> In human prostate cancer-derived cells, it may take more than 2 days for AR re-expression. We set the entire screening to be completed in 3 days since luminescence in KUCaP13_AREluc_AR cells showed the most significant increase after exposure to R1881 cells for a 3-day incubation period (data not shown). Additionally, as cell viability was not assessed, it is possible that some of the compounds could have caused cell death at 10 μM, potentially resulting in false negatives.</p><p>In conclusion, we developed a highly sensitive screening system to evaluate the reversibility of plasticity in t-NEPC using KUCaP13. Despite not achieving the goal of AR-re-expression, this study paves the way for the application of high-throughput screening approaches in t-NEPC research and future exploration of alternative strategies, including targeting earlier stages of transdifferentiation or investigating synergistic combinations of compounds.</p><p><b>Tomohiro Fukui:</b> Data curation (lead); formal analysis (lead); funding acquisition (equal); investigation (lead); methodology (equal); validation (lead); visualization (lead); writing – original draft (lead); writing – review and editing (equal). <b>Kosuke Okasho:</b> Investigation (equal); resources (lead); writing – review and editing (equal). <b>Yukiko Okuno:</b> Formal analysis (equal); resources (equal); visualization (equal); writing – review and editing (equal). <b>Maki Fujiwara:</b> Investigation (equal). <b>Kensuke Hikami:</b> Investigation (equal). <b>Arinobu Fukunaga:</b> Investigation (equal). <b>Takuro Sunada:</b> Formal analysis (equal); investigation (equal). <b>Yuki Kita:</b> Formal analysis (equal); writing – review and editing (equal). <b>Takayuki Sumiyoshi:</b> Formal analysis (equal); writing – review and editing (equal). <b>Takayuki Goto:</b> Formal analysis (equal); writing – review and editing (equal). <b>Ryoichi Saito:</b> Formal analysis (equal); writing – review and editing (equal). <b>Osamu Ogawa:</b> Project administration (equal); supervision (equal). <b>Takashi Kobayashi:</b> Project administration (equal); resources (equal); supervision (equal). <b>Shusuke Akamatsu:</b> Conceptualization (lead); formal analysis (equal); funding acquisition (lead); methodology (equal); project administration (lead); supervision (lead); writing – review and editing (lead).</p><p>This research was funded by JSPS KAKENHI Grant Number JP21K19568 to Shusuke Akamatsu and by the funding from the Japanese Urological Association to Shusuke Akamatsu. Partial financial support was received from Bayer Yakuhin, Ltd to Tomohiro Fukui.</p><p>Tomohiro Fukui received research funding from Bayer Yakuhin, Ltd.</p>","PeriodicalId":139,"journal":{"name":"Cancer Medicine","volume":"14 5","pages":""},"PeriodicalIF":3.1000,"publicationDate":"2025-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cam4.70047","citationCount":"0","resultStr":"{\"title\":\"A highly sensitive screening system to evaluate the reversibility of neuroendocrine prostate cancer to prostate adenocarcinoma\",\"authors\":\"Tomohiro Fukui,&nbsp;Kosuke Okasho,&nbsp;Yukiko Okuno,&nbsp;Maki Fujiwara,&nbsp;Kensuke Hikami,&nbsp;Arinobu Fukunaga,&nbsp;Takuro Sunada,&nbsp;Yuki Kita,&nbsp;Takayuki Sumiyoshi,&nbsp;Takayuki Goto,&nbsp;Ryoichi Saito,&nbsp;Osamu Ogawa,&nbsp;Takashi Kobayashi,&nbsp;Shusuke Akamatsu\",\"doi\":\"10.1002/cam4.70047\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Prostate cancer grows in an androgen-dependent manner, and the standard therapy for advanced prostate cancer is endocrine therapy targeting the androgen receptor (AR) signaling pathway. However, with the widespread use of potent next-generation AR signaling inhibitors (ARSIs), the incidence of treatment-related neuroendocrine prostate cancer (t-NEPC), which is completely independent of the AR pathway, is rapidly rising.<span><sup>1, 2</sup></span> Unlike its AR-dependent ancestor, t-NEPC remains a poor prognosis cancer, lacking effective treatment options, and thus necessitating the exploration and development of innovative therapies.<span><sup>2</sup></span></p><p>Transdifferentiation of prostate adenocarcinoma into neuroendocrine prostate cancer (NEPC) occurs through lineage plasticity.<span><sup>3-5</sup></span> Lineage plasticity is a biological process that enhances cell survival by enabling adaptation to the environment, avoidance of stress, or tissue repair.<span><sup>4</sup></span> Within cancer, lineage plasticity facilitates the development of therapy resistance in cancer cells by reprogramming into therapy-resistant phenotypes that bypass targeted therapies.<span><sup>5</sup></span> This phenomenon is especially notable in cancer varieties where there are potent targeted therapies for key growth pathways, such as AR-driven prostate cancer, epidermal growth factor receptor (EGFR)-mutant lung cancer, and BRAF-mutant melanoma.<span><sup>4</sup></span></p><p>Recent genomic analyses have revealed several alterations enriched in t-NEPC, with the loss of tumor suppressor genes (<i>TP53</i> and <i>RB1</i>) being crucial genomic changes linked to t-NEPC.<span><sup>3, 6</sup></span> Moreover, epigenetic genes, such as <i>EZH2</i> and <i>SOX2</i>, induce neuroendocrine (NE) transdifferentiation.<span><sup>7, 8</sup></span> A study with gene-engineered mice lacking <i>Pten</i> and <i>Rb1</i>, or all three (<i>Pten</i>, <i>Rb1</i>, and <i>Trp53</i>), showed reduced expression of AR and increased expression of NE-related genes, phenocopying human NEPC. Furthermore, using EZH2 inhibitors restored AR expression and sensitivity to antiandrogen therapy.<span><sup>7</sup></span> These findings suggest that plasticity in t-NEPC is potentially reversible, and regulating cellular lineage could serve as a novel therapeutic strategy. However, EZH2 inhibition did not increase AR expression or activity in organoids from human NEPC.<span><sup>9</sup></span> To date, the reversibility of lineage plasticity in prostate cancer has not been confirmed in human-derived t-NEPC clinical models.</p><p>One major hurdle in NEPC research is the paucity of human-derived t-NEPC cell lines suitable for genetic manipulation or large-scale compound screening. Previously, we created a novel t-NEPC cell line called KUCaP13, derived from a patient-derived xenograft (PDX) and verified its lineage originating from prostate adenocarcinoma.<span><sup>10</sup></span> The cell line's origin as prostate adenocarcinoma is supported by the preservation of a homozygous <i>CHD1</i> deletion from patient tissue to the cell line.<span><sup>10</sup></span> Concurrent inactivation of <i>TP53</i>, <i>RB1</i>, and <i>PTEN</i> in KUCaP13 makes it an ideal candidate for NEPC research.<span><sup>11</sup></span> KUCaP13 cells grow suspended in culture, forming spheroids. They are dissociated into single cells to facilitate lentiviral transfection, fluorescence-activated cell sorting (FACS) sorting, and accurate cell counting. Herein, we hypothesized that t-NEPC can be transdifferentiated back to adenocarcinoma and attempted to prove the reversibility of cellular lineage by compound screening using KUCaP13 cells (Figure S1). To this end, we developed a highly sensitive screening system to detect AR re-expression in KUCaP13 cells and performed a high-throughput screening using a chemical library.</p><p>NEPC is an aggressive variant of prostate cancer. However, due to its rarity and the lack of experimental models, its biology has remained unclear. Recent advances in genomic analysis of human specimens have revealed NEPC's genomic and molecular biological characteristics. The acquisition of <i>MYCN</i> oncogenes, coupled with the loss of tumor suppressor genes (<i>TP53</i>, <i>RB1</i>, and <i>PTEN</i>), play a critical role in NEPC development.<span><sup>13, 14</sup></span> However, since these genes are not direct therapeutic targets, NEPC remains a cancer with a very poor prognosis for which no effective treatment currently exists. The origin of NEPC, whether it arises from a small subset of pre-existing NE cells in the prostate gland or from the transdifferentiation of adenocarcinoma cells, has sparked controversy.<span><sup>15, 16</sup></span> However, recent reports strongly suggest that t-NEPC undergoes transdifferentiation from an adenocarcinoma due to epithelial plasticity.<span><sup>6, 17, 18</sup></span> The mechanism underlying lineage plasticity in t-NEPC is thought to be epigenetic and potentially reversible; however, the detailed processes have not been fully clarified.<span><sup>4</sup></span></p><p>Despite recent advances in t-NEPC research, no t-NEPC cell lines are available for genetic manipulation or large-scale compound screening. The solitary widely employed cell line derived from a patient with NEPC is NCI-H660. Initially classified as originating from small-cell lung cancer, it was subsequently recognized as prostatic in nature due to the presence of <i>TMPRSS2</i>-<i>ERG</i> fusion.<span><sup>19</sup></span> However, since the cell line originated from a lymph node metastasis in a patient who had died within a month of diagnosis without receiving treatment, NCI-H660 is likely to be a de novo NEPC, and it is uncertain whether it originally expressed AR.<span><sup>19, 20</sup></span> Therefore, NCI-H660 is not a suitable model for studying the lineage plasticity of t-NEPC. In contrast, a novel t-NEPC cell line, named KUCaP13, was created from the tissue of a patient initially diagnosed with adenocarcinoma, which subsequently transformed into NEPC. KUCaP13 is the initial patient-derived t-NEPC cell line displaying the triple loss of tumor suppressors crucial for NEPC progression via lineage plasticity.<span><sup>10</sup></span> In prostate cancer, lineage alteration can be evaluated by AR activity, unlike in other cancer types, such as lung cancer and melanoma. Hence, in the present study, we focused on identifying compounds that can re-express AR through chemical screening using KUCaP13 cells. Identifying these compounds will contribute to understanding the mechanism of lineage plasticity in t-NEPC and enable the development of innovative therapies for t-NEPC in combination with ARSIs.</p><p>AR is crucial in the development and progression of most prostate cancer cases. AR, a ligand-dependent transcription factor, is localized in the cytoplasm when inactive.<span><sup>21</sup></span> Ligand binding, by the native androgens testosterone and 5α-dihydrotestosterone, induces nuclear translocation and receptor dimerization. In the nucleus, AR recruits various collaborative factors and binds ARE sequences located in the enhancer and promoter regions of target genes. Thus, it regulates the transcription of androgen-responsive genes, including prostate-specific antigens.<span><sup>22</sup></span> Azeem et al. developed ARE-based assays that can test AR activity on a large scale, rendering them valuable for drug screening.<span><sup>23</sup></span> Luciferase is frequently employed as a reporter in high-throughput screening assays due to its remarkable sensitivity, extensive dynamic range, and swift measurement capabilities.<span><sup>24</sup></span> Thus, in our study, a reporter gene, AREluc, was transduced into KUCaP13 cells to detect AR activity using luciferase assay. The positive control cells, KUCaP13_AREluc overexpressing AR, exhibited enhanced luminescence upon the administration of synthetic androgens. This reporter assay system enables the assessment of plasticity reversibility by detecting AR expression in KUCaP13 and facilitates high-throughput screenings. This is a novel screening system for evaluating the reversibility of plasticity using the t-NEPC cell line.</p><p>Compounds responsible for AR re-expression in KUCaP13 cells were screened using the library of known compounds provided by our Drug Discovery Research. Previously, we identified disulfiram as a sensitizer of cisplatin in bladder cancer through high-throughput chemical screening using this library.<span><sup>25</sup></span> Our present study detected compounds that enhance luciferase luminescence and identified 30 hit compounds in the first screening. However, all hit compounds were confirmed as false positives through the second screening and qPCR. One possible reason is the inhibitory effect of the compounds on luciferase. In firefly luciferase reporter gene assays, inhibitors of luciferase can act intracellularly to prolong the lifespan of ectopically expressed firefly luciferase enzyme. This leads to heightened luciferase activity, which can be visually indistinguishable from the activation of reporter gene transcription.<span><sup>26</sup></span> In previous studies, inhibitory activity against luciferase was identified in 12% of the compounds present in a chemical library.<span><sup>27</sup></span> In our present study, 73% of the compounds that exhibited false positives shared the same root scaffolds as luciferase inhibitors that had been reported previously.<span><sup>27</sup></span></p><p>The reversibility of lineage plasticity in t-NEPC has been demonstrated in gene-engineered mice, but this has not been confirmed in models from clinical samples. Recently, the reversibility of lineage plasticity in castration-resistant prostate cancer (CRPC) in the intermediate/lineage-plastic state through the JAK/STAT pathway has been reported.<span><sup>28</sup></span> The combination of a JAK inhibitor and an FGFR inhibitor increased AR expression in organoids with enhanced JAK/STAT signaling from patients with CRPC but did not affect AR expression in organoids from patients with NEPC.<span><sup>28</sup></span> In the current situation, where the reversibility of cellular lineage of t-NEPC in clinical specimens has not been demonstrated, the establishment of a screening system to detect AR re-expression using t-NEPC cell lines and applying it in large-scale chemical screening may open a door for an innovative development.</p><p>In our study, a single compound alone was unable to re-express AR in KUCaP13 cells. However, since lineage plasticity involves multiple processes, there may be potential for AR re-expression in t-NEPC utilizing a synergistic combination of multiple compounds. Alternatively, it may be that the regulation of cellular lineage in cells that had undergone complete transdifferentiation to t-NEPC is challenging. In a previous study identifying the role of JAK/STAT signaling in NEPC transdifferentiation, it was reported that therapeutic timing was critical due to cell-state heterogeneity in a patient with CRPC and the absence of JAK/STAT activation in NEPC.<span><sup>28</sup></span> Hence, reversing the cell lineage in the earlier stages of transdifferentiation may be crucial.</p><p>Our study has several limitations. This screening system was challenged by the absence of a compound that can serve as a positive control. Before compound screening, we independently tested several drugs that could potentially impact plasticity in t-NEPC, including an EZH2 inhibitor (EPZ-6438), a bromodomain inhibitor ((+)-JQ1), an LSD inhibitor (GSK2879552 2HCl), and a histone deacetylase inhibitor (Trichostatin A); however, none of them elicited an increase in luminescence in the presence of R1881 (data not shown). Therefore, we established KUCaP13_AREluc_AR cells as the positive control. Furthermore, owing to technical limitations associated with the nature of KUCaP13 cell growth in suspension and the difficulty of refreshing culture media during the compound screening process, we measured luminescence 2 days post-exposure to the compounds. In a previous report using organoids, human organoids had been exposed to compounds for 14 days to assess the reversibility of plasticity.<span><sup>28</sup></span> In human prostate cancer-derived cells, it may take more than 2 days for AR re-expression. We set the entire screening to be completed in 3 days since luminescence in KUCaP13_AREluc_AR cells showed the most significant increase after exposure to R1881 cells for a 3-day incubation period (data not shown). Additionally, as cell viability was not assessed, it is possible that some of the compounds could have caused cell death at 10 μM, potentially resulting in false negatives.</p><p>In conclusion, we developed a highly sensitive screening system to evaluate the reversibility of plasticity in t-NEPC using KUCaP13. Despite not achieving the goal of AR-re-expression, this study paves the way for the application of high-throughput screening approaches in t-NEPC research and future exploration of alternative strategies, including targeting earlier stages of transdifferentiation or investigating synergistic combinations of compounds.</p><p><b>Tomohiro Fukui:</b> Data curation (lead); formal analysis (lead); funding acquisition (equal); investigation (lead); methodology (equal); validation (lead); visualization (lead); writing – original draft (lead); writing – review and editing (equal). <b>Kosuke Okasho:</b> Investigation (equal); resources (lead); writing – review and editing (equal). <b>Yukiko Okuno:</b> Formal analysis (equal); resources (equal); visualization (equal); writing – review and editing (equal). <b>Maki Fujiwara:</b> Investigation (equal). <b>Kensuke Hikami:</b> Investigation (equal). <b>Arinobu Fukunaga:</b> Investigation (equal). <b>Takuro Sunada:</b> Formal analysis (equal); investigation (equal). <b>Yuki Kita:</b> Formal analysis (equal); writing – review and editing (equal). <b>Takayuki Sumiyoshi:</b> Formal analysis (equal); writing – review and editing (equal). <b>Takayuki Goto:</b> Formal analysis (equal); writing – review and editing (equal). <b>Ryoichi Saito:</b> Formal analysis (equal); writing – review and editing (equal). <b>Osamu Ogawa:</b> Project administration (equal); supervision (equal). <b>Takashi Kobayashi:</b> Project administration (equal); resources (equal); supervision (equal). <b>Shusuke Akamatsu:</b> Conceptualization (lead); formal analysis (equal); funding acquisition (lead); methodology (equal); project administration (lead); supervision (lead); writing – review and editing (lead).</p><p>This research was funded by JSPS KAKENHI Grant Number JP21K19568 to Shusuke Akamatsu and by the funding from the Japanese Urological Association to Shusuke Akamatsu. Partial financial support was received from Bayer Yakuhin, Ltd to Tomohiro Fukui.</p><p>Tomohiro Fukui received research funding from Bayer Yakuhin, Ltd.</p>\",\"PeriodicalId\":139,\"journal\":{\"name\":\"Cancer Medicine\",\"volume\":\"14 5\",\"pages\":\"\"},\"PeriodicalIF\":3.1000,\"publicationDate\":\"2025-02-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cam4.70047\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cancer Medicine\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/cam4.70047\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cancer Medicine","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/cam4.70047","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ONCOLOGY","Score":null,"Total":0}
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摘要

19然而,由于该细胞系起源于诊断后一个月内死亡而未接受治疗的患者的淋巴结转移,因此NCI-H660很可能是一种新生的NEPC,并且不确定其最初是否表达ar。19,20因此,NCI-H660不是研究t-NEPC谱系可塑性的合适模型。相比之下,一种名为KUCaP13的新型t-NEPC细胞系是从最初诊断为腺癌的患者的组织中产生的,该组织随后转化为NEPC。KUCaP13是最初的患者来源的t-NEPC细胞系,通过谱系可塑性显示肿瘤抑制因子的三倍缺失,这对NEPC的进展至关重要与肺癌和黑色素瘤等其他类型的癌症不同,前列腺癌的谱系改变可以通过AR活性来评估。因此,在本研究中,我们主要利用KUCaP13细胞通过化学筛选来鉴定能够重新表达AR的化合物。鉴定这些化合物将有助于理解t-NEPC谱系可塑性的机制,并促进t-NEPC与ARSIs联合治疗的创新疗法的发展。AR在大多数前列腺癌的发生和发展中起着至关重要的作用。AR是一种依赖配体的转录因子,在失活时定位于细胞质中配体结合,由天然雄激素睾酮和5α-二氢睾酮,诱导核易位和受体二聚化。在细胞核中,AR招募各种协同因子并结合位于靶基因增强子和启动子区域的ARE序列。因此,它调节雄激素应答基因的转录,包括前列腺特异性抗原Azeem等人开发了基于AR的检测方法,可以大规模检测AR活性,使其在药物筛选中具有价值23荧光素酶由于其显著的灵敏度、广泛的动态范围和快速的测量能力,在高通量筛选分析中经常被用作报告蛋白因此,在我们的研究中,将报告基因AREluc转导到KUCaP13细胞中,使用荧光素酶法检测AR活性。阳性对照细胞KUCaP13_AREluc过表达AR,在人工雄激素作用下发光增强。该报告基因检测系统能够通过检测KUCaP13中的AR表达来评估可塑性可逆性,并促进高通量筛选。这是一种利用t-NEPC细胞系评估可塑性可逆性的新型筛选系统。在KUCaP13细胞中负责AR再表达的化合物使用我们的药物发现研究提供的已知化合物文库进行筛选。在此之前,我们通过使用该文库进行高通量化学筛选,确定了双硫仑作为顺铂在膀胱癌中的增敏剂我们目前的研究检测了增强荧光素酶发光的化合物,并在第一次筛选中鉴定了30个命中化合物。然而,通过第二次筛选和qPCR,所有命中的化合物都被确认为假阳性。一个可能的原因是化合物对荧光素酶的抑制作用。在萤火虫荧光素酶报告基因检测中,荧光素酶抑制剂可以在细胞内作用,延长异位表达的萤火虫荧光素酶的寿命。这导致荧光素酶活性升高,这在视觉上与报告基因转录的激活难以区分在先前的研究中,在化学文库中发现12%的化合物具有抑制荧光素酶的活性在我们目前的研究中,73%显示假阳性的化合物与之前报道的荧光素酶抑制剂具有相同的根支架。t-NEPC谱系可塑性的可逆性已在基因工程小鼠中得到证实,但尚未在临床样本模型中得到证实。最近,有报道称去势抵抗性前列腺癌(CRPC)的谱系可塑性通过JAK/STAT通路处于中间/谱系-可塑性状态JAK抑制剂和FGFR抑制剂的联合使用增加了CRPC患者类器官中AR的表达,并增强了JAK/STAT信号,但不影响nepc患者类器官中AR的表达。28在目前的情况下,临床标本中t-NEPC细胞谱系的可逆性尚未得到证实。建立利用t-NEPC细胞系检测AR再表达的筛选系统并将其应用于大规模的化学筛选,可能为创新发展打开一扇门。在我们的研究中,单一化合物无法在KUCaP13细胞中重新表达AR。然而,由于谱系可塑性涉及多个过程,利用多种化合物的协同组合,t-NEPC中可能存在AR重新表达的潜力。 或者,可能是细胞谱系的调控已经经历了完全转分化到t-NEPC是具有挑战性的。在之前的一项研究中,确定了JAK/STAT信号在NEPC转分化中的作用,据报道,由于CRPC患者的细胞状态异质性和NEPC中缺乏JAK/STAT激活,治疗时机至关重要。因此,在转分化的早期阶段逆转细胞谱系可能至关重要。我们的研究有一些局限性。由于缺乏一种可以作为阳性对照的化合物,这种筛选系统受到了挑战。在化合物筛选之前,我们独立测试了几种可能影响t-NEPC可塑性的药物,包括EZH2抑制剂(EPZ-6438)、溴结构域抑制剂((+)-JQ1)、LSD抑制剂(GSK2879552 2HCl)和组蛋白去乙酰化酶抑制剂(Trichostatin a);然而,在R1881存在的情况下,它们都没有引起发光的增加(数据未显示)。因此,我们建立了KUCaP13_AREluc_AR细胞作为阳性对照。此外,由于技术限制与KUCaP13细胞在悬浮中生长的性质以及在化合物筛选过程中难以刷新培养基有关,我们测量了暴露于化合物2天后的发光。在先前一份使用类器官的报告中,人类类器官暴露于化合物中14天,以评估可塑性的可逆性在人前列腺癌来源的细胞中,AR再表达可能需要2天以上。我们将整个筛选设定在3天内完成,因为KUCaP13_AREluc_AR细胞的发光在暴露于R1881细胞3天的潜伏期后显示出最显著的增加(数据未显示)。此外,由于没有评估细胞活力,一些化合物可能在10 μM下导致细胞死亡,从而可能导致假阴性。总之,我们利用KUCaP13开发了一个高灵敏度的筛选系统来评估t-NEPC可塑性的可逆性。尽管没有达到ar再表达的目标,但该研究为高通量筛选方法在t-NEPC研究中的应用以及未来探索替代策略铺平了道路,包括靶向转分化的早期阶段或研究化合物的协同组合。福井智宏:数据管理(主管);形式分析(引线);获得资金(相等);调查(领导);方法(平等);验证(领导);可视化(领导);写作——原稿(主笔);写作-审查和编辑(同等)。大正小介:调查(相等);资源(领导);写作-审查和编辑(同等)。Okuno Yukiko:形式分析(相等);资源(平等);可视化(平等);写作-审查和编辑(同等)。藤原真树:调查(平等)。平上健介:调查(相等)。福永有信:调查(相等)。Sunada Takuro:形式分析(相等);调查(平等)。Yuki Kita:形式分析(相等);写作-审查和编辑(同等)。Takayuki Sumiyoshi:形式分析(相等);写作-审查和编辑(同等)。后藤隆之:形式分析(相等);写作-审查和编辑(同等)。齐藤良一:形式分析(相等);写作-审查和编辑(同等)。Osamu Ogawa:项目管理(同等);监督(平等)。小林隆:项目管理(同等);资源(平等);监督(平等)。赤松修助:概念化(领导);形式分析(相等);获得资金(牵头);方法(平等);项目管理(领导);监督(领导);写作-审查和编辑(主导)。本研究由JSPS KAKENHI基金号JP21K19568资助给赤松硕助,由日本泌尿学会资助给赤松硕助。拜耳Yakuhin有限公司向福井友宏提供了部分资金支持。福井智宏获得拜耳雅琴有限公司的研究经费。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

A highly sensitive screening system to evaluate the reversibility of neuroendocrine prostate cancer to prostate adenocarcinoma

A highly sensitive screening system to evaluate the reversibility of neuroendocrine prostate cancer to prostate adenocarcinoma

Prostate cancer grows in an androgen-dependent manner, and the standard therapy for advanced prostate cancer is endocrine therapy targeting the androgen receptor (AR) signaling pathway. However, with the widespread use of potent next-generation AR signaling inhibitors (ARSIs), the incidence of treatment-related neuroendocrine prostate cancer (t-NEPC), which is completely independent of the AR pathway, is rapidly rising.1, 2 Unlike its AR-dependent ancestor, t-NEPC remains a poor prognosis cancer, lacking effective treatment options, and thus necessitating the exploration and development of innovative therapies.2

Transdifferentiation of prostate adenocarcinoma into neuroendocrine prostate cancer (NEPC) occurs through lineage plasticity.3-5 Lineage plasticity is a biological process that enhances cell survival by enabling adaptation to the environment, avoidance of stress, or tissue repair.4 Within cancer, lineage plasticity facilitates the development of therapy resistance in cancer cells by reprogramming into therapy-resistant phenotypes that bypass targeted therapies.5 This phenomenon is especially notable in cancer varieties where there are potent targeted therapies for key growth pathways, such as AR-driven prostate cancer, epidermal growth factor receptor (EGFR)-mutant lung cancer, and BRAF-mutant melanoma.4

Recent genomic analyses have revealed several alterations enriched in t-NEPC, with the loss of tumor suppressor genes (TP53 and RB1) being crucial genomic changes linked to t-NEPC.3, 6 Moreover, epigenetic genes, such as EZH2 and SOX2, induce neuroendocrine (NE) transdifferentiation.7, 8 A study with gene-engineered mice lacking Pten and Rb1, or all three (Pten, Rb1, and Trp53), showed reduced expression of AR and increased expression of NE-related genes, phenocopying human NEPC. Furthermore, using EZH2 inhibitors restored AR expression and sensitivity to antiandrogen therapy.7 These findings suggest that plasticity in t-NEPC is potentially reversible, and regulating cellular lineage could serve as a novel therapeutic strategy. However, EZH2 inhibition did not increase AR expression or activity in organoids from human NEPC.9 To date, the reversibility of lineage plasticity in prostate cancer has not been confirmed in human-derived t-NEPC clinical models.

One major hurdle in NEPC research is the paucity of human-derived t-NEPC cell lines suitable for genetic manipulation or large-scale compound screening. Previously, we created a novel t-NEPC cell line called KUCaP13, derived from a patient-derived xenograft (PDX) and verified its lineage originating from prostate adenocarcinoma.10 The cell line's origin as prostate adenocarcinoma is supported by the preservation of a homozygous CHD1 deletion from patient tissue to the cell line.10 Concurrent inactivation of TP53, RB1, and PTEN in KUCaP13 makes it an ideal candidate for NEPC research.11 KUCaP13 cells grow suspended in culture, forming spheroids. They are dissociated into single cells to facilitate lentiviral transfection, fluorescence-activated cell sorting (FACS) sorting, and accurate cell counting. Herein, we hypothesized that t-NEPC can be transdifferentiated back to adenocarcinoma and attempted to prove the reversibility of cellular lineage by compound screening using KUCaP13 cells (Figure S1). To this end, we developed a highly sensitive screening system to detect AR re-expression in KUCaP13 cells and performed a high-throughput screening using a chemical library.

NEPC is an aggressive variant of prostate cancer. However, due to its rarity and the lack of experimental models, its biology has remained unclear. Recent advances in genomic analysis of human specimens have revealed NEPC's genomic and molecular biological characteristics. The acquisition of MYCN oncogenes, coupled with the loss of tumor suppressor genes (TP53, RB1, and PTEN), play a critical role in NEPC development.13, 14 However, since these genes are not direct therapeutic targets, NEPC remains a cancer with a very poor prognosis for which no effective treatment currently exists. The origin of NEPC, whether it arises from a small subset of pre-existing NE cells in the prostate gland or from the transdifferentiation of adenocarcinoma cells, has sparked controversy.15, 16 However, recent reports strongly suggest that t-NEPC undergoes transdifferentiation from an adenocarcinoma due to epithelial plasticity.6, 17, 18 The mechanism underlying lineage plasticity in t-NEPC is thought to be epigenetic and potentially reversible; however, the detailed processes have not been fully clarified.4

Despite recent advances in t-NEPC research, no t-NEPC cell lines are available for genetic manipulation or large-scale compound screening. The solitary widely employed cell line derived from a patient with NEPC is NCI-H660. Initially classified as originating from small-cell lung cancer, it was subsequently recognized as prostatic in nature due to the presence of TMPRSS2-ERG fusion.19 However, since the cell line originated from a lymph node metastasis in a patient who had died within a month of diagnosis without receiving treatment, NCI-H660 is likely to be a de novo NEPC, and it is uncertain whether it originally expressed AR.19, 20 Therefore, NCI-H660 is not a suitable model for studying the lineage plasticity of t-NEPC. In contrast, a novel t-NEPC cell line, named KUCaP13, was created from the tissue of a patient initially diagnosed with adenocarcinoma, which subsequently transformed into NEPC. KUCaP13 is the initial patient-derived t-NEPC cell line displaying the triple loss of tumor suppressors crucial for NEPC progression via lineage plasticity.10 In prostate cancer, lineage alteration can be evaluated by AR activity, unlike in other cancer types, such as lung cancer and melanoma. Hence, in the present study, we focused on identifying compounds that can re-express AR through chemical screening using KUCaP13 cells. Identifying these compounds will contribute to understanding the mechanism of lineage plasticity in t-NEPC and enable the development of innovative therapies for t-NEPC in combination with ARSIs.

AR is crucial in the development and progression of most prostate cancer cases. AR, a ligand-dependent transcription factor, is localized in the cytoplasm when inactive.21 Ligand binding, by the native androgens testosterone and 5α-dihydrotestosterone, induces nuclear translocation and receptor dimerization. In the nucleus, AR recruits various collaborative factors and binds ARE sequences located in the enhancer and promoter regions of target genes. Thus, it regulates the transcription of androgen-responsive genes, including prostate-specific antigens.22 Azeem et al. developed ARE-based assays that can test AR activity on a large scale, rendering them valuable for drug screening.23 Luciferase is frequently employed as a reporter in high-throughput screening assays due to its remarkable sensitivity, extensive dynamic range, and swift measurement capabilities.24 Thus, in our study, a reporter gene, AREluc, was transduced into KUCaP13 cells to detect AR activity using luciferase assay. The positive control cells, KUCaP13_AREluc overexpressing AR, exhibited enhanced luminescence upon the administration of synthetic androgens. This reporter assay system enables the assessment of plasticity reversibility by detecting AR expression in KUCaP13 and facilitates high-throughput screenings. This is a novel screening system for evaluating the reversibility of plasticity using the t-NEPC cell line.

Compounds responsible for AR re-expression in KUCaP13 cells were screened using the library of known compounds provided by our Drug Discovery Research. Previously, we identified disulfiram as a sensitizer of cisplatin in bladder cancer through high-throughput chemical screening using this library.25 Our present study detected compounds that enhance luciferase luminescence and identified 30 hit compounds in the first screening. However, all hit compounds were confirmed as false positives through the second screening and qPCR. One possible reason is the inhibitory effect of the compounds on luciferase. In firefly luciferase reporter gene assays, inhibitors of luciferase can act intracellularly to prolong the lifespan of ectopically expressed firefly luciferase enzyme. This leads to heightened luciferase activity, which can be visually indistinguishable from the activation of reporter gene transcription.26 In previous studies, inhibitory activity against luciferase was identified in 12% of the compounds present in a chemical library.27 In our present study, 73% of the compounds that exhibited false positives shared the same root scaffolds as luciferase inhibitors that had been reported previously.27

The reversibility of lineage plasticity in t-NEPC has been demonstrated in gene-engineered mice, but this has not been confirmed in models from clinical samples. Recently, the reversibility of lineage plasticity in castration-resistant prostate cancer (CRPC) in the intermediate/lineage-plastic state through the JAK/STAT pathway has been reported.28 The combination of a JAK inhibitor and an FGFR inhibitor increased AR expression in organoids with enhanced JAK/STAT signaling from patients with CRPC but did not affect AR expression in organoids from patients with NEPC.28 In the current situation, where the reversibility of cellular lineage of t-NEPC in clinical specimens has not been demonstrated, the establishment of a screening system to detect AR re-expression using t-NEPC cell lines and applying it in large-scale chemical screening may open a door for an innovative development.

In our study, a single compound alone was unable to re-express AR in KUCaP13 cells. However, since lineage plasticity involves multiple processes, there may be potential for AR re-expression in t-NEPC utilizing a synergistic combination of multiple compounds. Alternatively, it may be that the regulation of cellular lineage in cells that had undergone complete transdifferentiation to t-NEPC is challenging. In a previous study identifying the role of JAK/STAT signaling in NEPC transdifferentiation, it was reported that therapeutic timing was critical due to cell-state heterogeneity in a patient with CRPC and the absence of JAK/STAT activation in NEPC.28 Hence, reversing the cell lineage in the earlier stages of transdifferentiation may be crucial.

Our study has several limitations. This screening system was challenged by the absence of a compound that can serve as a positive control. Before compound screening, we independently tested several drugs that could potentially impact plasticity in t-NEPC, including an EZH2 inhibitor (EPZ-6438), a bromodomain inhibitor ((+)-JQ1), an LSD inhibitor (GSK2879552 2HCl), and a histone deacetylase inhibitor (Trichostatin A); however, none of them elicited an increase in luminescence in the presence of R1881 (data not shown). Therefore, we established KUCaP13_AREluc_AR cells as the positive control. Furthermore, owing to technical limitations associated with the nature of KUCaP13 cell growth in suspension and the difficulty of refreshing culture media during the compound screening process, we measured luminescence 2 days post-exposure to the compounds. In a previous report using organoids, human organoids had been exposed to compounds for 14 days to assess the reversibility of plasticity.28 In human prostate cancer-derived cells, it may take more than 2 days for AR re-expression. We set the entire screening to be completed in 3 days since luminescence in KUCaP13_AREluc_AR cells showed the most significant increase after exposure to R1881 cells for a 3-day incubation period (data not shown). Additionally, as cell viability was not assessed, it is possible that some of the compounds could have caused cell death at 10 μM, potentially resulting in false negatives.

In conclusion, we developed a highly sensitive screening system to evaluate the reversibility of plasticity in t-NEPC using KUCaP13. Despite not achieving the goal of AR-re-expression, this study paves the way for the application of high-throughput screening approaches in t-NEPC research and future exploration of alternative strategies, including targeting earlier stages of transdifferentiation or investigating synergistic combinations of compounds.

Tomohiro Fukui: Data curation (lead); formal analysis (lead); funding acquisition (equal); investigation (lead); methodology (equal); validation (lead); visualization (lead); writing – original draft (lead); writing – review and editing (equal). Kosuke Okasho: Investigation (equal); resources (lead); writing – review and editing (equal). Yukiko Okuno: Formal analysis (equal); resources (equal); visualization (equal); writing – review and editing (equal). Maki Fujiwara: Investigation (equal). Kensuke Hikami: Investigation (equal). Arinobu Fukunaga: Investigation (equal). Takuro Sunada: Formal analysis (equal); investigation (equal). Yuki Kita: Formal analysis (equal); writing – review and editing (equal). Takayuki Sumiyoshi: Formal analysis (equal); writing – review and editing (equal). Takayuki Goto: Formal analysis (equal); writing – review and editing (equal). Ryoichi Saito: Formal analysis (equal); writing – review and editing (equal). Osamu Ogawa: Project administration (equal); supervision (equal). Takashi Kobayashi: Project administration (equal); resources (equal); supervision (equal). Shusuke Akamatsu: Conceptualization (lead); formal analysis (equal); funding acquisition (lead); methodology (equal); project administration (lead); supervision (lead); writing – review and editing (lead).

This research was funded by JSPS KAKENHI Grant Number JP21K19568 to Shusuke Akamatsu and by the funding from the Japanese Urological Association to Shusuke Akamatsu. Partial financial support was received from Bayer Yakuhin, Ltd to Tomohiro Fukui.

Tomohiro Fukui received research funding from Bayer Yakuhin, Ltd.

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来源期刊
Cancer Medicine
Cancer Medicine ONCOLOGY-
CiteScore
5.50
自引率
2.50%
发文量
907
审稿时长
19 weeks
期刊介绍: Cancer Medicine is a peer-reviewed, open access, interdisciplinary journal providing rapid publication of research from global biomedical researchers across the cancer sciences. The journal will consider submissions from all oncologic specialties, including, but not limited to, the following areas: Clinical Cancer Research Translational research ∙ clinical trials ∙ chemotherapy ∙ radiation therapy ∙ surgical therapy ∙ clinical observations ∙ clinical guidelines ∙ genetic consultation ∙ ethical considerations Cancer Biology: Molecular biology ∙ cellular biology ∙ molecular genetics ∙ genomics ∙ immunology ∙ epigenetics ∙ metabolic studies ∙ proteomics ∙ cytopathology ∙ carcinogenesis ∙ drug discovery and delivery. Cancer Prevention: Behavioral science ∙ psychosocial studies ∙ screening ∙ nutrition ∙ epidemiology and prevention ∙ community outreach. Bioinformatics: Gene expressions profiles ∙ gene regulation networks ∙ genome bioinformatics ∙ pathwayanalysis ∙ prognostic biomarkers. Cancer Medicine publishes original research articles, systematic reviews, meta-analyses, and research methods papers, along with invited editorials and commentaries. Original research papers must report well-conducted research with conclusions supported by the data presented in the paper.
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