Changhui Xue, Hyun-Kyung Ko, Kasen Shi, Janet Pittsenbarger, Lucien Vu Dao, Kaiyo Shi, Maximilian Libmann, Hao Geng, David Z Qian
{"title":"基于功能性单细胞方法了解恩杂鲁胺耐药性。","authors":"Changhui Xue, Hyun-Kyung Ko, Kasen Shi, Janet Pittsenbarger, Lucien Vu Dao, Kaiyo Shi, Maximilian Libmann, Hao Geng, David Z Qian","doi":"10.1002/pros.24895","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Anti-androgen or castration therapies are the mainstay treatment for metastatic prostate cancers (PCa). Although effective at first, androgen-dependent PCa (ADPC) universally develops therapy resistance, thereby evolving into an incurable disease called castration-resistant PCa (CRPC). Currently, mechanisms underlying the emergence of CRPC from ADPC are largely unclear.</p><p><strong>Methods: </strong>We used single-cell RNA-sequencing (scRNA-Seq) to determine the transcription heterogeneity of a therapy-naïve ADPC cell line-LNCaP and how it responded to the anti-androgen drug, enzalutamide. Based on the results, we used single-cell/colony-based cloning to isolate a pre-enzalutamide cell subset, displaying low and/or no expression of androgen receptor (AR<sup>low/-</sup>).</p><p><strong>Results: </strong>We found that most LNCaP cells expressed enzalutamide-target androgen receptor (AR+), while a small subpopulation (~10%) expressed low or no AR (AR<sup>low/-</sup>). Gene set enrichment analysis (GSEA) revealed that AR<sup>+</sup> and AR<sup>low/-</sup> cells were enriched with significantly different gene expressions and signaling pathways. Unexpectedly, AR<sup>low/-</sup> cells displayed robust transcriptional response, including upregulations of genes and pathways involved in clinical CRPC. Next, we isolated AR<sup>low/-</sup> and AR<sup>+</sup> cells from enzalutamide-naïve LNCaP cells and functionally confirmed the enzalutamide-resistant phenotype of AR<sup>low/-</sup> cells in vitro and in xenograft models in vivo. Through xenograft-based single-nucleus RNA-Seq, we further found that the AR<sup>low/-</sup> cells were selected, while the AR<sup>+</sup> cells were de-selected in vivo by enzalutamide. Also, we found that the selection and expansion of AR<sup>low/-</sup> clone were recapitulated in another enzalutamide-resistant cell model.</p><p><strong>Conclusion: </strong>In summary, our single-cell-based sequencing and functional tests suggest a clonal selection and expansion model of enzalutamide resistance, in which the pretreatment AR-low subpopulation is selected and expanded to confer treatment resistance.</p>","PeriodicalId":54544,"journal":{"name":"Prostate","volume":"85 9","pages":"888-899"},"PeriodicalIF":2.6000,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Understanding Enzalutamide-Resistance Based on a Functional Single-Cell Approach.\",\"authors\":\"Changhui Xue, Hyun-Kyung Ko, Kasen Shi, Janet Pittsenbarger, Lucien Vu Dao, Kaiyo Shi, Maximilian Libmann, Hao Geng, David Z Qian\",\"doi\":\"10.1002/pros.24895\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Anti-androgen or castration therapies are the mainstay treatment for metastatic prostate cancers (PCa). Although effective at first, androgen-dependent PCa (ADPC) universally develops therapy resistance, thereby evolving into an incurable disease called castration-resistant PCa (CRPC). Currently, mechanisms underlying the emergence of CRPC from ADPC are largely unclear.</p><p><strong>Methods: </strong>We used single-cell RNA-sequencing (scRNA-Seq) to determine the transcription heterogeneity of a therapy-naïve ADPC cell line-LNCaP and how it responded to the anti-androgen drug, enzalutamide. Based on the results, we used single-cell/colony-based cloning to isolate a pre-enzalutamide cell subset, displaying low and/or no expression of androgen receptor (AR<sup>low/-</sup>).</p><p><strong>Results: </strong>We found that most LNCaP cells expressed enzalutamide-target androgen receptor (AR+), while a small subpopulation (~10%) expressed low or no AR (AR<sup>low/-</sup>). Gene set enrichment analysis (GSEA) revealed that AR<sup>+</sup> and AR<sup>low/-</sup> cells were enriched with significantly different gene expressions and signaling pathways. Unexpectedly, AR<sup>low/-</sup> cells displayed robust transcriptional response, including upregulations of genes and pathways involved in clinical CRPC. Next, we isolated AR<sup>low/-</sup> and AR<sup>+</sup> cells from enzalutamide-naïve LNCaP cells and functionally confirmed the enzalutamide-resistant phenotype of AR<sup>low/-</sup> cells in vitro and in xenograft models in vivo. Through xenograft-based single-nucleus RNA-Seq, we further found that the AR<sup>low/-</sup> cells were selected, while the AR<sup>+</sup> cells were de-selected in vivo by enzalutamide. Also, we found that the selection and expansion of AR<sup>low/-</sup> clone were recapitulated in another enzalutamide-resistant cell model.</p><p><strong>Conclusion: </strong>In summary, our single-cell-based sequencing and functional tests suggest a clonal selection and expansion model of enzalutamide resistance, in which the pretreatment AR-low subpopulation is selected and expanded to confer treatment resistance.</p>\",\"PeriodicalId\":54544,\"journal\":{\"name\":\"Prostate\",\"volume\":\"85 9\",\"pages\":\"888-899\"},\"PeriodicalIF\":2.6000,\"publicationDate\":\"2025-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Prostate\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1002/pros.24895\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/4/10 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Prostate","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1002/pros.24895","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/4/10 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
Understanding Enzalutamide-Resistance Based on a Functional Single-Cell Approach.
Background: Anti-androgen or castration therapies are the mainstay treatment for metastatic prostate cancers (PCa). Although effective at first, androgen-dependent PCa (ADPC) universally develops therapy resistance, thereby evolving into an incurable disease called castration-resistant PCa (CRPC). Currently, mechanisms underlying the emergence of CRPC from ADPC are largely unclear.
Methods: We used single-cell RNA-sequencing (scRNA-Seq) to determine the transcription heterogeneity of a therapy-naïve ADPC cell line-LNCaP and how it responded to the anti-androgen drug, enzalutamide. Based on the results, we used single-cell/colony-based cloning to isolate a pre-enzalutamide cell subset, displaying low and/or no expression of androgen receptor (ARlow/-).
Results: We found that most LNCaP cells expressed enzalutamide-target androgen receptor (AR+), while a small subpopulation (~10%) expressed low or no AR (ARlow/-). Gene set enrichment analysis (GSEA) revealed that AR+ and ARlow/- cells were enriched with significantly different gene expressions and signaling pathways. Unexpectedly, ARlow/- cells displayed robust transcriptional response, including upregulations of genes and pathways involved in clinical CRPC. Next, we isolated ARlow/- and AR+ cells from enzalutamide-naïve LNCaP cells and functionally confirmed the enzalutamide-resistant phenotype of ARlow/- cells in vitro and in xenograft models in vivo. Through xenograft-based single-nucleus RNA-Seq, we further found that the ARlow/- cells were selected, while the AR+ cells were de-selected in vivo by enzalutamide. Also, we found that the selection and expansion of ARlow/- clone were recapitulated in another enzalutamide-resistant cell model.
Conclusion: In summary, our single-cell-based sequencing and functional tests suggest a clonal selection and expansion model of enzalutamide resistance, in which the pretreatment AR-low subpopulation is selected and expanded to confer treatment resistance.
期刊介绍:
The Prostate is a peer-reviewed journal dedicated to original studies of this organ and the male accessory glands. It serves as an international medium for these studies, presenting comprehensive coverage of clinical, anatomic, embryologic, physiologic, endocrinologic, and biochemical studies.