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Nuvola G, Santoni M, Rizzo M, Rosellini M, Mollica V, Rizzo A, Marchetti A, Battelli N, Massari F. Adapting to hormone-therapy resistance for adopting the right therapeutic strategy in advanced prostate cancer. Expert Rev Anticancer Ther 2023; 23:593-600. [PMID: 37185042 DOI: 10.1080/14737140.2023.2207827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
INTRODUCTION The androgen/androgen receptor (AR) axis represents a key driver of treatment resistance in prostate cancer (PCa) patients receiving androgen deprivation therapy (ADT) and targeted agents, and a deeper comprehension of resistance mechanisms is fundamental to adopt effective therapeutic strategies. AREAS COVERED We review the mechanisms of primary or secondary resistance to hormone therapy (HT) in PCa, especially focusing on available data and emerging evidence. EXPERT OPINION First- and second-generation HT resistance has been associated with several AR-dependent and AR-independent mechanisms, ranging from the amplification of the AR gene locus to somatic AR mutations and the intratumoral synthesis of androgens from adrenal steroids and cholesterol. As reported in the current review, the development of novel and effective treatments is needed to personalize anticancer therapies in this setting and to finally improve clinical outcomes in patients with HT resistant disease.
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Affiliation(s)
- Giacomo Nuvola
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni - 15, Bologna, Italia
| | - Matteo Santoni
- Oncology Unit, Macerata Hospital, via Santa Lucia 2, 62100, Macerata, Italy
| | - Mimma Rizzo
- Division of Medical Oncology, A.O.U. Consorziale Policlinico di Bari, Piazza G. Cesare 11, 70124, Bari, Italy
| | - Matteo Rosellini
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni - 15, Bologna, Italia
| | - Veronica Mollica
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni - 15, Bologna, Italia
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy
| | - Alessandro Rizzo
- Struttura Semplice Dipartimentale di Oncologia Medica per la Presa in Carico Globale del Paziente Oncologico "Don Tonino Bello", Istituto di Ricerca e Cura a Carattere Scientifico (IRCCS), Istituto Tumori Giovanni Paolo II-Bari, 70124 Bari, Italy
| | - Andrea Marchetti
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni - 15, Bologna, Italia
| | - Nicola Battelli
- Oncology Unit, Macerata Hospital, via Santa Lucia 2, 62100, Macerata, Italy
| | - Francesco Massari
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni - 15, Bologna, Italia
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy
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152
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Fu W, Yang H, Hu C, Liao J, Gong Z, Zhang M, Yang S, Ye S, Lei Y, Sheng R, Zhang Z, Yao X, Tang C, Li D, Hou T. Small-Molecule Inhibition of Androgen Receptor Dimerization as a Strategy against Prostate Cancer. ACS CENTRAL SCIENCE 2023; 9:675-684. [PMID: 37122451 PMCID: PMC10141604 DOI: 10.1021/acscentsci.2c01548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Indexed: 05/03/2023]
Abstract
The clinically used androgen receptor (AR) antagonists for the treatment of prostate cancer (PCa) are all targeting the AR ligand binding pocket (LBP), resulting in various drug-resistant problems. Therefore, a new strategy to combat PCa is urgently needed. Enlightened by the gain-of-function mutations of androgen insensitivity syndrome, we discovered for the first time small-molecule antagonists toward a prospective pocket on the AR dimer interface named the dimer interface pocket (DIP) via molecular dynamics (MD) simulation, structure-based virtual screening, structure-activity relationship exploration, and bioassays. The first-in-class antagonist M17-B15 targeting the DIP is capable of effectively disrupting AR self-association, thereby suppressing AR signaling. Furthermore, M17-B15 exhibits extraordinary anti-PCa efficacy in vitro and also in mouse xenograft tumor models, demonstrating that AR dimerization disruption by small molecules targeting the DIP is a novel and valid strategy against PCa.
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Affiliation(s)
- Weitao Fu
- College of
Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
- Department
of Computer-Aided Drug Design, Jiangsu Vcare
PharmaTech Co. Ltd., Nanjing 211800, China
| | - Hao Yang
- Institute
of Zhejiang University - Quzhou, Zhejiang
University, Quzhou 324000, Zhejiang, China
| | - Chenxian Hu
- College of
Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
- Polytechnic
Institute, Zhejiang University, Hangzhou 310015, Zhejiang, China
| | - Jianing Liao
- College of
Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
| | - Zhou Gong
- Innovation
Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, Hubei, China
| | - Minkui Zhang
- College of
Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
| | - Shuai Yang
- Innovation
Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, Hubei, China
- University
of Chinese Academy of Sciences, Beijing 100049, China
| | - Shangxiang Ye
- Wuhan National
Laboratory for Optoelectronics, Huazhong
University of Science and Technology, Wuhan 430074, Hubei, China
| | - Yixuan Lei
- College of
Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
| | - Rong Sheng
- College of
Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
- Jinhua Institute
of Zhejiang University, Jinhua 321000, Zhejiang, China
| | - Zhiguo Zhang
- Institute
of Zhejiang University - Quzhou, Zhejiang
University, Quzhou 324000, Zhejiang, China
- Key Laboratory
of Biomass Chemical Engineering of Ministry of Education, College
of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310027, Zhejiang, China
| | - Xiaojun Yao
- Dr. Neher’s
Biophysics Laboratory for Innovative Drug Discovery, Macau Institute
for Applied Research in Medicine and Health, State Key Laboratory
of Quality Research in Chinese Medicine, Macau University of Science and Technology, Macau 999078, China
| | - Chun Tang
- Beijing
National Laboratory for Molecular Sciences, College of Chemistry and
Molecular Engineering, and Center for Quantitate Biology, PKU-Tsinghua
Center for Life Science, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China
- E-mail:
| | - Dan Li
- College of
Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
- Jinhua Institute
of Zhejiang University, Jinhua 321000, Zhejiang, China
- E-mail:
| | - Tingjun Hou
- College of
Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
- E-mail:
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153
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Zhang W, Lee AM, Jena S, Huang Y, Ho Y, Tietz KT, Miller CR, Su MC, Mentzer J, Ling AL, Li Y, Dehm SM, Huang RS. Computational drug discovery for castration-resistant prostate cancers through in vitro drug response modeling. Proc Natl Acad Sci U S A 2023; 120:e2218522120. [PMID: 37068243 PMCID: PMC10151558 DOI: 10.1073/pnas.2218522120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 03/17/2023] [Indexed: 04/19/2023] Open
Abstract
Prostate cancer (PC) is the most frequently diagnosed malignancy and a leading cause of cancer deaths in US men. Many PC cases metastasize and develop resistance to systemic hormonal therapy, a stage known as castration-resistant prostate cancer (CRPC). Therefore, there is an urgent need to develop effective therapeutic strategies for CRPC. Traditional drug discovery pipelines require significant time and capital input, which highlights a need for novel methods to evaluate the repositioning potential of existing drugs. Here, we present a computational framework to predict drug sensitivities of clinical CRPC tumors to various existing compounds and identify treatment options with high potential for clinical impact. We applied this method to a CRPC patient cohort and nominated drugs to combat resistance to hormonal therapies including abiraterone and enzalutamide. The utility of this method was demonstrated by nomination of multiple drugs that are currently undergoing clinical trials for CRPC. Additionally, this method identified the tetracycline derivative COL-3, for which we validated higher efficacy in an isogenic cell line model of enzalutamide-resistant vs. enzalutamide-sensitive CRPC. In enzalutamide-resistant CRPC cells, COL-3 displayed higher activity for inhibiting cell growth and migration, and for inducing G1-phase cell cycle arrest and apoptosis. Collectively, these findings demonstrate the utility of a computational framework for independent validation of drugs being tested in CRPC clinical trials, and for nominating drugs with enhanced biological activity in models of enzalutamide-resistant CRPC. The efficiency of this method relative to traditional drug development approaches indicates a high potential for accelerating drug development for CRPC.
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Affiliation(s)
- Weijie Zhang
- Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, MN55455
- The Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN55455
| | - Adam M. Lee
- The Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN55455
| | - Sampreeti Jena
- The Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN55455
| | - Yingbo Huang
- The Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN55455
| | - Yeung Ho
- Department of Laboratory Medicine and Pathology, The University of Minnesota Medical School, Minneapolis, MN55455
| | - Kiel T. Tietz
- Department of Laboratory Medicine and Pathology, The University of Minnesota Medical School, Minneapolis, MN55455
| | - Conor R. Miller
- Department of Laboratory Medicine and Pathology, The University of Minnesota Medical School, Minneapolis, MN55455
| | - Mei-Chi Su
- The Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN55455
| | - Joshua Mentzer
- The Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN55455
| | - Alexander L. Ling
- The Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN55455
| | - Yingming Li
- Department of Laboratory Medicine and Pathology, The University of Minnesota Medical School, Minneapolis, MN55455
| | - Scott M. Dehm
- Department of Laboratory Medicine and Pathology, The University of Minnesota Medical School, Minneapolis, MN55455
| | - R. Stephanie Huang
- Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, MN55455
- The Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN55455
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154
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Wang D, Cheng C, Chen X, Wang J, Liu K, Jing N, Xu P, Xi X, Sun Y, Ji Z, Zhao H, He Y, Zhang K, Du X, Dong B, Fang Y, Zhang P, Qian X, Xue W, Gao WQ, Zhu HH. IL-1β Is an Androgen-Responsive Target in Macrophages for Immunotherapy of Prostate Cancer. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2023:e2206889. [PMID: 37092583 DOI: 10.1002/advs.202206889] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 03/03/2023] [Indexed: 05/03/2023]
Abstract
Great attention is paid to the role of androgen receptor (AR) as a central transcriptional factor in driving the growth of prostate cancer (PCa) epithelial cells. However, the understanding of the role of androgen in PCa-infiltrated immune cells and the impact of androgen deprivation therapy (ADT), the first-line treatment for advanced PCa, on the PCa immune microenvironment remains limited. On the other hand, immune checkpoint blockade has revolutionized the treatment of certain cancer types, but fails to achieve any benefit in advanced PCa, due to an immune suppressive environment. In this study, it is reported that AR signaling pathway is evidently activated in tumor-associated macrophages (TAMs) of PCa both in mice and humans. AR acts as a transcriptional repressor for IL1B in TAMs. ADT releases the restraint of AR on IL1B and therefore leads to an excessive expression and secretion of IL-1β in TAMs. IL-1β induces myeloid-derived suppressor cells (MDSCs) accumulation that inhibits the activation of cytotoxic T cells, leading to the immune suppressive microenvironment. Critically, anti-IL-1β antibody coupled with ADT and the immune checkpoint inhibitor anti-PD-1 antibody exerts a stronger anticancer effect on PCa following castration. Together, IL-1β is an important androgen-responsive immunotherapeutic target for advanced PCa.
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Affiliation(s)
- Deng Wang
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med-X Stem Cell Research Center, Shanghai Cancer Institute & Department of Urology, Ren Ji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200127, P. R. China
- School of Biomedical Engineering and Med-X Research Institute, Shanghai Jiao Tong University, Shanghai, 200030, P. R. China
| | - Chaping Cheng
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med-X Stem Cell Research Center, Shanghai Cancer Institute & Department of Urology, Ren Ji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200127, P. R. China
| | - Xinyu Chen
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med-X Stem Cell Research Center, Shanghai Cancer Institute & Department of Urology, Ren Ji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200127, P. R. China
| | - Jinming Wang
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med-X Stem Cell Research Center, Shanghai Cancer Institute & Department of Urology, Ren Ji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200127, P. R. China
| | - Kaiyuan Liu
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med-X Stem Cell Research Center, Shanghai Cancer Institute & Department of Urology, Ren Ji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200127, P. R. China
| | - Na Jing
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med-X Stem Cell Research Center, Shanghai Cancer Institute & Department of Urology, Ren Ji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200127, P. R. China
- School of Biomedical Engineering and Med-X Research Institute, Shanghai Jiao Tong University, Shanghai, 200030, P. R. China
| | - Penghui Xu
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med-X Stem Cell Research Center, Shanghai Cancer Institute & Department of Urology, Ren Ji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200127, P. R. China
- School of Biomedical Engineering and Med-X Research Institute, Shanghai Jiao Tong University, Shanghai, 200030, P. R. China
| | - Xialian Xi
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med-X Stem Cell Research Center, Shanghai Cancer Institute & Department of Urology, Ren Ji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200127, P. R. China
| | - Yujiao Sun
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med-X Stem Cell Research Center, Shanghai Cancer Institute & Department of Urology, Ren Ji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200127, P. R. China
| | - Zhongzhong Ji
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med-X Stem Cell Research Center, Shanghai Cancer Institute & Department of Urology, Ren Ji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200127, P. R. China
| | - Huifang Zhao
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med-X Stem Cell Research Center, Shanghai Cancer Institute & Department of Urology, Ren Ji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200127, P. R. China
| | - Yuman He
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med-X Stem Cell Research Center, Shanghai Cancer Institute & Department of Urology, Ren Ji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200127, P. R. China
| | - Kai Zhang
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med-X Stem Cell Research Center, Shanghai Cancer Institute & Department of Urology, Ren Ji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200127, P. R. China
| | - Xinxing Du
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, P. R. China
| | - Baijun Dong
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, P. R. China
| | - Yuxiang Fang
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med-X Stem Cell Research Center, Shanghai Cancer Institute & Department of Urology, Ren Ji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200127, P. R. China
| | - Pengcheng Zhang
- School of Biomedical Engineering, ShanghaiTech University, Shanghai, 201210, P. R. China
| | - Xueming Qian
- Mabspace Biosciences (Suzhou) Co. Limited, Suzhou, 215123, P. R. China
| | - Wei Xue
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, P. R. China
| | - Wei-Qiang Gao
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med-X Stem Cell Research Center, Shanghai Cancer Institute & Department of Urology, Ren Ji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200127, P. R. China
- School of Biomedical Engineering and Med-X Research Institute, Shanghai Jiao Tong University, Shanghai, 200030, P. R. China
| | - Helen He Zhu
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med-X Stem Cell Research Center, Shanghai Cancer Institute & Department of Urology, Ren Ji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200127, P. R. China
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155
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Zhou Y, Li T, Jia M, Dai R, Wang R. The Molecular Biology of Prostate Cancer Stem Cells: From the Past to the Future. Int J Mol Sci 2023; 24:ijms24087482. [PMID: 37108647 PMCID: PMC10140972 DOI: 10.3390/ijms24087482] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 04/03/2023] [Accepted: 04/11/2023] [Indexed: 04/29/2023] Open
Abstract
Prostate cancer (PCa) continues to rank as the second leading cause of cancer-related mortality in western countries, despite the golden treatment using androgen deprivation therapy (ADT) or anti-androgen therapy. With decades of research, scientists have gradually realized that the existence of prostate cancer stem cells (PCSCs) successfully explains tumor recurrence, metastasis and therapeutic failure of PCa. Theoretically, eradication of this small population may improve the efficacy of current therapeutic approaches and prolong PCa survival. However, several characteristics of PCSCs make their diminishment extremely challenging: inherent resistance to anti-androgen and chemotherapy treatment, over-activation of the survival pathway, adaptation to tumor micro-environments, escape from immune attack and being easier to metastasize. For this end, a better understanding of PCSC biology at the molecular level will definitely inspire us to develop PCSC targeted approaches. In this review, we comprehensively summarize signaling pathways responsible for homeostatic regulation of PCSCs and discuss how to eliminate these fractional cells in clinical practice. Overall, this study deeply pinpoints PCSC biology at the molecular level and provides us some research perspectives.
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Affiliation(s)
- Yong Zhou
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Southwest Medical University, Luzhou 646000, China
| | - Tian Li
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Southwest Medical University, Luzhou 646000, China
| | - Man Jia
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Southwest Medical University, Luzhou 646000, China
| | - Rongyang Dai
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Southwest Medical University, Luzhou 646000, China
| | - Ronghao Wang
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Southwest Medical University, Luzhou 646000, China
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156
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Liu J, Zhao Y, He D, Jones KM, Tang S, Allison DB, Zhang Y, Chen J, Zhang Q, Wang X, Li C, Wang C, Li L, Liu X. A kinome-wide CRISPR screen identifies CK1α as a target to overcome enzalutamide resistance of prostate cancer. Cell Rep Med 2023; 4:101015. [PMID: 37075701 PMCID: PMC10140619 DOI: 10.1016/j.xcrm.2023.101015] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 01/13/2023] [Accepted: 03/21/2023] [Indexed: 04/21/2023]
Abstract
Enzalutamide (ENZA), a second-generation androgen receptor antagonist, has significantly increased progression-free and overall survival of patients with metastatic prostate cancer (PCa). However, resistance remains a prominent obstacle in treatment. Utilizing a kinome-wide CRISPR-Cas9 knockout screen, we identified casein kinase 1α (CK1α) as a therapeutic target to overcome ENZA resistance. Depletion or pharmacologic inhibition of CK1α enhanced ENZA efficacy in ENZA-resistant cells and patient-derived xenografts. Mechanistically, CK1α phosphorylates the serine residue S1270 and modulates the protein abundance of ataxia telangiectasia mutated (ATM), a primary initiator of DNA double-strand break (DSB)-response signaling, which is compromised in ENZA-resistant cells and patients. Inhibition of CK1α stabilizes ATM, resulting in the restoration of DSB signaling, and thus increases ENZA-induced cell death and growth arrest. Our study details a therapeutic approach for ENZA-resistant PCa and characterizes a particular perspective for the function of CK1α in the regulation of DNA-damage response.
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Affiliation(s)
- Jinghui Liu
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA
| | - Yue Zhao
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH 43210, USA
| | - Daheng He
- Markey Cancer Center, University of Kentucky, Lexington, KY 40536, USA
| | - Katelyn M Jones
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA
| | - Shan Tang
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH 43210, USA
| | - Derek B Allison
- Markey Cancer Center, University of Kentucky, Lexington, KY 40536, USA; Department of Pathology and Laboratory Medicine, University of Kentucky, Lexington, KY 40536, USA
| | - Yanquan Zhang
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA
| | - Jing Chen
- Department of Molecular and Cellular Biochemistry, University of Kentucky, Lexington, KY 40536, USA
| | - Qiongsi Zhang
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA
| | - Xinyi Wang
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA
| | - Chaohao Li
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA
| | - Chi Wang
- Markey Cancer Center, University of Kentucky, Lexington, KY 40536, USA
| | - Lang Li
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH 43210, USA
| | - Xiaoqi Liu
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40536, USA; Markey Cancer Center, University of Kentucky, Lexington, KY 40536, USA.
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157
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Yang G, Pan Q, Lu Y, Zhu J, Gou X. miR-29a-5p modulates ferroptosis by targeting ferritin heavy chain FTH1 in prostate cancer. Biochem Biophys Res Commun 2023; 652:6-13. [PMID: 36806086 DOI: 10.1016/j.bbrc.2023.02.030] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 02/10/2023] [Accepted: 02/13/2023] [Indexed: 02/17/2023]
Abstract
Ferroptosis is a kind of regulatory necrosis caused by phospholipid iron-dependent peroxidation. MiRNAs are known to play key roles in diverse biological functions. However, the molecular basis of miRNA-mediated ferroptosis in prostate cancer has not been fully stated. Here, with TCGA prostate cancer miRNA-seq data, we utilized Multivariate Cox regression analysis to prioritize potential miRNA and validated it in vitro and in vivo. We identified miR-29a-5p by TCGA prostate cancer miRNA-seq dataset. And we confirmed the expression of miR-29a-5p in prostate cancer cell lines. MiR-29a-5p knockdown reduced proliferation in PC-3 and LNCaP cells while increased Fe2+ and malondialdehyde (MDA) levels, the opposite phenomenon was observed with miR-29a-5p overexpression. Luciferase reporter assay showed an interaction between miR-29a-5p and Nrf2 downstream gene FTH1, subsequent rescue experiments also indirectly proved their direct effect. Finally, suppression of miR-29a-5p effectively inhibited tumor growth in vivo. These findings proved that the important role of miR-29a-5p in prostate cancer ferroptosis.
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Affiliation(s)
- Guang Yang
- Department of Urology Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, PR China; Central Laboratory, The First Affiliated Hospital of Chongqing Medical University, Chongqing, PR China
| | - Qi Pan
- Department of Dermatology, Chongqing Hospital of Traditional Chinese Medicine, Chongqing, PR China
| | - Yang Lu
- Department of Dermatology, Chongqing Hospital of Traditional Chinese Medicine, Chongqing, PR China
| | - Junlong Zhu
- Department of Urology Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, PR China; Central Laboratory, The First Affiliated Hospital of Chongqing Medical University, Chongqing, PR China
| | - Xin Gou
- Department of Urology Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, PR China.
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158
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Cai M, Song XL, Li XA, Chen M, Guo J, Yang DH, Chen Z, Zhao SC. Current therapy and drug resistance in metastatic castration-resistant prostate cancer. Drug Resist Updat 2023; 68:100962. [PMID: 37068396 DOI: 10.1016/j.drup.2023.100962] [Citation(s) in RCA: 20] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 03/06/2023] [Accepted: 04/10/2023] [Indexed: 04/19/2023]
Abstract
Castration-resistant prostate cancer (CRPC), especially metastatic castration-resistant prostate cancer (mCRPC) is one of the most prevalent malignancies and main cause of cancer-related death among men in the world. In addition, it is very difficult for clinical treatment because of the natural or acquired drug resistance of CRPC. Mechanisms of drug resistance are extremely complicated and how to overcome it remains an urgent clinical problem to be solved. Thus, a comprehensive and thorough understanding for mechanisms of drug resistance in mCRPC is indispensable to develop novel and better therapeutic strategies. In this review, we aim to review new insight of the treatment of mCRPC and elucidate mechanisms governing resistance to new drugs: taxanes, androgen receptor signaling inhibitors (ARSIs) and poly (ADP-ribose) polymerase (PARP) inhibitors (PARPi). Most importantly, in order to improve efficacy of these drugs, strategies of overcoming drug resistance are also discussed based on their mechanisms respectively.
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Affiliation(s)
- Maoping Cai
- Department of Urology, The Third Affiliated Hospital of Southern Medical University, Guangzhou 510630, Guangdong, PR China; The Third Clinical College, Southern Medical University, Guangzhou 510630, Guangdong, PR China; Zhanjiang Institute of Clinical Medicine, Central People's Hospital of Zhanjiang, Zhanjiang 524045, Guangdong, PR China
| | - Xian-Lu Song
- Department of Radiotherapy, Affiliated Cancer Hospital & Institute of Guangzhou Medical University, Guangzhou 510095, Guangdong, PR China
| | - Xin-An Li
- School of Basic Medical Sciences, Guangzhou Medical University, Guangzhou 511436, Guangdong, PR China
| | - Mingkun Chen
- Department of Urology, The Third Affiliated Hospital of Southern Medical University, Guangzhou 510630, Guangdong, PR China; The Third Clinical College, Southern Medical University, Guangzhou 510630, Guangdong, PR China; Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong, PR China
| | - Jiading Guo
- Department of Urology, The Third Affiliated Hospital of Southern Medical University, Guangzhou 510630, Guangdong, PR China; The Third Clinical College, Southern Medical University, Guangzhou 510630, Guangdong, PR China
| | - Dong-Hua Yang
- New York College of Traditional Chinese Medicine, Mineola 11501, NY, USA.
| | - Zhanghui Chen
- Zhanjiang Institute of Clinical Medicine, Central People's Hospital of Zhanjiang, Zhanjiang 524045, Guangdong, PR China.
| | - Shan-Chao Zhao
- Department of Urology, The Third Affiliated Hospital of Southern Medical University, Guangzhou 510630, Guangdong, PR China; The Third Clinical College, Southern Medical University, Guangzhou 510630, Guangdong, PR China; Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou 510515, Guangdong, PR China.
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Jeon HY, Pornour M, Ryu H, Khadka S, Xu R, Jang J, Li D, Chen H, Hussain A, Fazli L, Gleave M, Dong X, Huang F, Wang Q, Barbieri C, Qi J. SMAD3 promotes expression and activity of the androgen receptor in prostate cancer. Nucleic Acids Res 2023; 51:2655-2670. [PMID: 36727462 PMCID: PMC10085708 DOI: 10.1093/nar/gkad043] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 01/10/2023] [Accepted: 01/13/2023] [Indexed: 02/03/2023] Open
Abstract
Overexpression of androgen receptor (AR) is the primary cause of castration-resistant prostate cancer, although mechanisms upregulating AR transcription in this context are not well understood. Our RNA-seq studies revealed that SMAD3 knockdown decreased levels of AR and AR target genes, whereas SMAD4 or SMAD2 knockdown had little or no effect. ChIP-seq analysis showed that SMAD3 knockdown decreased global binding of AR to chromatin. Mechanistically, we show that SMAD3 binds to intron 3 of the AR gene to promote AR expression. Targeting these binding sites by CRISPRi reduced transcript levels of AR and AR targets. In addition, ∼50% of AR and SMAD3 ChIP-seq peaks overlapped, and SMAD3 may also cooperate with or co-activate AR for AR target expression. Functionally, AR re-expression in SMAD3-knockdown cells partially rescued AR target expression and cell growth defects. The SMAD3 peak in AR intron 3 overlapped with H3K27ac ChIP-seq and ATAC-seq peaks in datasets of prostate cancer. AR and SMAD3 mRNAs were upregulated in datasets of metastatic prostate cancer and CRPC compared with primary prostate cancer. A SMAD3 PROTAC inhibitor reduced levels of AR, AR-V7 and AR targets in prostate cancer cells. This study suggests that SMAD3 could be targeted to inhibit AR in prostate cancer.
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Affiliation(s)
- Hee-Young Jeon
- Department of Biochemistry and Molecular Biology, University of Maryland, Baltimore, MD, USA
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD, USA
| | - Majid Pornour
- Department of Biochemistry and Molecular Biology, University of Maryland, Baltimore, MD, USA
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD, USA
| | - Hyunju Ryu
- Department of Biochemistry and Molecular Biology, University of Maryland, Baltimore, MD, USA
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD, USA
| | - Sudeep Khadka
- Department of Biochemistry and Molecular Biology, University of Maryland, Baltimore, MD, USA
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD, USA
| | - Rui Xu
- Department of Biochemistry and Molecular Biology, University of Maryland, Baltimore, MD, USA
- Institute of Marine and Environmental Technology, University of Maryland, Baltimore, MD, USA
| | - Jihyun Jang
- Department of Cardiac Surgery, University of Maryland, Baltimore, MD, USA
| | - Deqiang Li
- Department of Cardiac Surgery, University of Maryland, Baltimore, MD, USA
| | - Hegang Chen
- Department of Epidemiology and Public Health, University of Maryland, Baltimore, MD, USA
| | - Arif Hussain
- Department of Biochemistry and Molecular Biology, University of Maryland, Baltimore, MD, USA
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD, USA
- Baltimore VA Medical Center, Baltimore, MD, USA
| | - Ladan Fazli
- Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | - Martin Gleave
- Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | - Xuesen Dong
- Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | - Furong Huang
- Department of Pathology and Duke Cancer Institute, Duke University School of Medicine, Durham, NC, USA
| | - Qianben Wang
- Department of Pathology and Duke Cancer Institute, Duke University School of Medicine, Durham, NC, USA
| | | | - Jianfei Qi
- Department of Biochemistry and Molecular Biology, University of Maryland, Baltimore, MD, USA
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD, USA
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160
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Cui D, Li J, Zhu Z, Berk M, Hardaway A, McManus J, Chung YM, Alyamani M, Valle S, Tiwari R, Han B, Goudarzi M, Willard B, Sharifi N. Cancer-associated fibroblast-secreted glucosamine alters the androgen biosynthesis program in prostate cancer via HSD3B1 upregulation. J Clin Invest 2023; 133:e161913. [PMID: 37009898 PMCID: PMC10065083 DOI: 10.1172/jci161913] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 02/14/2023] [Indexed: 04/04/2023] Open
Abstract
After androgen deprivation, prostate cancer frequently becomes castration resistant (CRPC), with intratumoral androgen production from extragonadal precursors that activate the androgen receptor pathway. 3β-Hydroxysteroid dehydrogenase-1 (3βHSD1) is the rate-limiting enzyme for extragonadal androgen synthesis, which together lead to CRPC. Here, we show that cancer-associated fibroblasts (CAFs) increased epithelial 3βHSD1 expression, induced androgen synthesis, activated the androgen receptor, and induced CRPC. Unbiased metabolomics revealed that CAF-secreted glucosamine specifically induced 3βHSD1. CAFs induced higher GlcNAcylation in cancer cells and elevated expression of the transcription factor Elk1, which induced higher 3βHSD1 expression and activity. Elk1 genetic ablation in cancer epithelial cells suppressed CAF-induced androgen biosynthesis in vivo. In patient samples, multiplex fluorescent imaging showed that tumor cells expressed more 3βHSD1 and Elk1 in CAF-enriched areas compared with CAF-deficient areas. Our findings suggest that CAF-secreted glucosamine increases GlcNAcylation in prostate cancer cells, promoting Elk1-induced HSD3B1 transcription, which upregulates de novo intratumoral androgen synthesis to overcome castration.
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Affiliation(s)
- Di Cui
- Genitourinary Malignancies Research Center, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jianneng Li
- Genitourinary Malignancies Research Center, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Ziqi Zhu
- Genitourinary Malignancies Research Center, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Michael Berk
- Genitourinary Malignancies Research Center, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Aimalie Hardaway
- Genitourinary Malignancies Research Center, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Jeffrey McManus
- Genitourinary Malignancies Research Center, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Yoon-Mi Chung
- Genitourinary Malignancies Research Center, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Mohammad Alyamani
- Genitourinary Malignancies Research Center, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Shelley Valle
- Genitourinary Malignancies Research Center, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Ritika Tiwari
- Genitourinary Malignancies Research Center, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Bangmin Han
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Maryam Goudarzi
- Metabolomics Shared Laboratory Resource, Lerner Research Institute
| | - Belinda Willard
- Metabolomics Shared Laboratory Resource, Lerner Research Institute
| | - Nima Sharifi
- Genitourinary Malignancies Research Center, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
- Department of Urology, Glickman Urological and Kidney Institute, and
- Department of Hematology and Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, Ohio, USA
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161
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Schade AE, Kuzmickas R, Rodriguez CL, Mattioli K, Enos M, Gardner A, Cichowski K. Combating castration-resistant prostate cancer by co-targeting the epigenetic regulators EZH2 and HDAC. PLoS Biol 2023; 21:e3002038. [PMID: 37104245 PMCID: PMC10138213 DOI: 10.1371/journal.pbio.3002038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Accepted: 02/16/2023] [Indexed: 04/28/2023] Open
Abstract
While screening and early detection have reduced mortality from prostate cancer, castration-resistant disease (CRPC) is still incurable. Here, we report that combined EZH2/HDAC inhibitors potently kill CRPCs and cause dramatic tumor regression in aggressive human and mouse CRPC models. Notably, EZH2 and HDAC both transmit transcriptional repressive signals: regulating histone H3 methylation and histone deacetylation, respectively. Accordingly, we show that suppression of both EZH2 and HDAC are required to derepress/induce a subset of EZH2 targets, by promoting the sequential demethylation and acetylation of histone H3. Moreover, we find that the induction of one of these targets, ATF3, which is a broad stress response gene, is critical for the therapeutic response. Importantly, in human tumors, low ATF3 levels are associated with decreased survival. Moreover, EZH2- and ATF3-mediated transcriptional programs inversely correlate and are most highly/lowly expressed in advanced disease. Together, these studies identify a promising therapeutic strategy for CRPC and suggest that these two major epigenetic regulators buffer prostate cancers from a lethal response to cellular stresses, thereby conferring a tractable therapeutic vulnerability.
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Affiliation(s)
- Amy E. Schade
- Department of Medicine, Division of Genetics, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
- Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Ryan Kuzmickas
- Department of Medicine, Division of Genetics, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
| | - Carrie L. Rodriguez
- Department of Medicine, Division of Genetics, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
- Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Kaia Mattioli
- Department of Medicine, Division of Genetics, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
| | - Miriam Enos
- Department of Medicine, Division of Genetics, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
| | - Alycia Gardner
- Department of Medicine, Division of Genetics, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
- Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Karen Cichowski
- Department of Medicine, Division of Genetics, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
- Ludwig Center at Harvard, Harvard Medical School, Boston, Massachusetts, United States of America
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162
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Lu JG, Lo ET, Williams C, Ma B, Sherrod AE, Xiao GQ. Expression of high molecular weight cytokeratin-A novel feature of aggressive and innate hormone-refractory prostatic adenocarcinoma. Prostate 2023; 83:462-469. [PMID: 36576021 DOI: 10.1002/pros.24478] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 06/06/2022] [Accepted: 06/20/2022] [Indexed: 12/29/2022]
Abstract
BACKGROUND Castration-resistance is common in advanced prostatic adenocarcinomas (PACs) treated with androgen deprivation therapy (ADT) and usually occurs after 2 years following treatment. A minority of PACs confer innate ADT resistance without prior hormonal treatment. The expression of HMWCK in PAC cells has not been studied. This study aimed to investigate the clinicopathologic and genomic features of HMWCK-expressing PACs and the relationship to ADT resistance. METHODS A total of 469 PACs were studied for HMWCK expression (39 postradiotherapy, 57 post-ADT, 373 treatment-naïve PACs). Clinicopathologic correlations of the HMWCK expression with tumor grade groups, specific tumor morphologies, tumor stages and disease recurrence/persistence/progression were performed. Five HMWCK+ PACs were also sequenced for genetic alterations. RESULTS Thirty one of the 469 cases (6.6%) showed variable HMWCK+ PAC. The HMWCK+ PAC often focally presented in the tumor and vast majority were associated with high Gleason scores and unfavorable growth patterns (cribriform, comedo-necrosis, and intraductal carcinoma) as well as high tumor stages. A small percentage of the HMWCK+ PCA (2/31, 6.5%) presented with frank squamous histomorphology. Vast majority (22/31, 87%) had no history of prior ADT. The HMWCK+ PAC all displayed diminished to lost expression of AR/NKX3.1. Most of the cases progressed within 12 months of ADT or disease persisted despite ADT. Of the 5 HMWCK+ PACs subjected to gene sequencing, 4 presented with PTEN/PI3K/MAPK pathway alterations. CONCLUSION The study demonstrated HMWCK+ PAC to be a novel type of innate ADT-resistant PAC. Overexpression of HMWCK in PAC can be potentially used as a surrogate biomarker for aggressive and innate hormone-refractory PACs. The genetic alterations imply potential therapeutic implications of PI3K/MAPK inhibitors in the treatment of these deadly diseases.
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Affiliation(s)
- Jiajie G Lu
- Department of Pathology, LAC+USC and Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Emily T Lo
- Department of Pathology, LAC+USC and Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Cleandrea Williams
- Department of Pathology, LAC+USC and Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Brian Ma
- Department of Pathology, LAC+USC and Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Andy E Sherrod
- Department of Pathology, LAC+USC and Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Guang-Qian Xiao
- Department of Pathology, LAC+USC and Keck School of Medicine, University of Southern California, Los Angeles, California, USA
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163
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Park J, Park J, Chung YJ. Alternative splicing: a new breakthrough for understanding tumorigenesis and potential clinical applications. Genes Genomics 2023; 45:393-400. [PMID: 36656436 DOI: 10.1007/s13258-023-01365-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Accepted: 01/09/2023] [Indexed: 01/20/2023]
Abstract
BACKGROUND Alternative splicing (AS) is a post-transcriptional process that produces transcript variants, thus leading to transcriptome complexity. Recently, the scope of AS studies has been greatly expanded toward clinical applications owing to the abundance of RNA sequencing data. OBJECTIVE This review consists of two parts. We first summarize bioinformatic resources that are useful for large-scale cancer-related AS studies. We then highlight the research efforts to utilize AS events for predicting clinical outcomes and planning therapeutic strategies. RESULTS Computational approaches to interrogate AS events have been reviewed under three categories: (1) databases to provide functional and clinical annotation of AS events, (2) analytical tools to identify cancer-associated AS event, and (3) methods to identify splicing-related DNA variants and splicing-derived neoantigens. We also present the recent progress in exploring the clinical utility of AS under four categories: (1) identification of AS events for cancer prognosis, (2) utilization of AS events in molecular classification of various cancers, (3) regulatory mechanisms of AS underlying drug resistance, and (4) potential use of AS in cancer therapy. CONCLUSION This review will be helpful for understanding the biological implications of AS in cancer and facilitate the development of AS markers for cancer prognosis and treatment. We anticipate that future studies will lead to the application of genome-wide AS profiles in cancer precision medicine.
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Affiliation(s)
- Jiyeon Park
- Precision Medicine Research Center, Seoul, Republic of Korea
- Integrated Research Center for Genome Polymorphism,, Seoul, Republic of Korea
- Department of Biomedicine & Health Sciences, Graduate School, Seoul, Republic of Korea
| | - Joonhyuck Park
- Department of Biomedicine & Health Sciences, Graduate School, Seoul, Republic of Korea.
- 4Department of Medical Life science, Seoul, Republic of Korea.
- Department of Medical Life science, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, 06591, Seoul, Republic of Korea.
| | - Yeun-Jun Chung
- Precision Medicine Research Center, Seoul, Republic of Korea.
- Integrated Research Center for Genome Polymorphism,, Seoul, Republic of Korea.
- Department of Biomedicine & Health Sciences, Graduate School, Seoul, Republic of Korea.
- Department of Microbiology, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
- Precision Medicine Research Center, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, 06591, Seoul, Republic of Korea.
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164
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Doamekpor SK, Peng P, Xu R, Ma L, Tong Y, Tong L. A partially open conformation of an androgen receptor ligand-binding domain with drug-resistance mutations. Acta Crystallogr F Struct Biol Commun 2023; 79:95-104. [PMID: 36995121 PMCID: PMC10071832 DOI: 10.1107/s2053230x23002224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Accepted: 03/07/2023] [Indexed: 03/31/2023] Open
Abstract
Mutations in the androgen receptor (AR) ligand-binding domain (LBD) can cause resistance to drugs used to treat prostate cancer. Commonly found mutations include L702H, W742C, H875Y, F877L and T878A, while the F877L mutation can convert second-generation antagonists such as enzalutamide and apalutamide into agonists. However, pruxelutamide, another second-generation AR antagonist, has no agonist activity with the F877L and F877L/T878A mutants and instead maintains its inhibitory activity against them. Here, it is shown that the quadruple mutation L702H/H875Y/F877L/T878A increases the soluble expression of AR LBD in complex with pruxelutamide in Escherichia coli. The crystal structure of the quadruple mutant in complex with the agonist dihydrotestosterone (DHT) reveals a partially open conformation of the AR LBD due to conformational changes in the loop connecting helices H11 and H12 (the H11-H12 loop) and Leu881. This partially open conformation creates a larger ligand-binding site for AR. Additional structural studies suggest that both the L702H and F877L mutations are important for conformational changes. This structural variability in the AR LBD could affect ligand binding as well as the resistance to antagonists.
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Affiliation(s)
- Selom K. Doamekpor
- Department of Biological Sciences, Columbia University, New York, NY 10027, USA
| | - Panfeng Peng
- Suzhou Kintor Pharmaceuticals Inc, No. 20 Songbei Road, Suzhou Industrial Park, Suzhou, Jiangsu 215123, People’s Republic of China
| | - Ruo Xu
- Suzhou Kintor Pharmaceuticals Inc, No. 20 Songbei Road, Suzhou Industrial Park, Suzhou, Jiangsu 215123, People’s Republic of China
| | - Liandong Ma
- Suzhou Kintor Pharmaceuticals Inc, No. 20 Songbei Road, Suzhou Industrial Park, Suzhou, Jiangsu 215123, People’s Republic of China
| | - Youzhi Tong
- Suzhou Kintor Pharmaceuticals Inc, No. 20 Songbei Road, Suzhou Industrial Park, Suzhou, Jiangsu 215123, People’s Republic of China
| | - Liang Tong
- Department of Biological Sciences, Columbia University, New York, NY 10027, USA
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165
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Bancaro N, Calì B, Troiani M, Elia AR, Arzola RA, Attanasio G, Lai P, Crespo M, Gurel B, Pereira R, Guo C, Mosole S, Brina D, D'Ambrosio M, Pasquini E, Spataro C, Zagato E, Rinaldi A, Pedotti M, Di Lascio S, Meani F, Montopoli M, Ferrari M, Gallina A, Varani L, Pereira Mestre R, Bolis M, Gillessen Sommer S, de Bono J, Calcinotto A, Alimonti A. Apolipoprotein E induces pathogenic senescent-like myeloid cells in prostate cancer. Cancer Cell 2023; 41:602-619.e11. [PMID: 36868226 DOI: 10.1016/j.ccell.2023.02.004] [Citation(s) in RCA: 31] [Impact Index Per Article: 31.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 05/20/2022] [Accepted: 02/06/2023] [Indexed: 03/05/2023]
Abstract
Tumor cells promote the recruitment of immunosuppressive neutrophils, a subset of myeloid cells driving immune suppression, tumor proliferation, and treatment resistance. Physiologically, neutrophils are known to have a short half-life. Here, we report the identification of a subset of neutrophils that have upregulated expression of cellular senescence markers and persist in the tumor microenvironment. Senescent-like neutrophils express the triggering receptor expressed on myeloid cells 2 (TREM2) and are more immunosuppressive and tumor-promoting than canonical immunosuppressive neutrophils. Genetic and pharmacological elimination of senescent-like neutrophils decreases tumor progression in different mouse models of prostate cancer. Mechanistically, we have found that apolipoprotein E (APOE) secreted by prostate tumor cells binds TREM2 on neutrophils, promoting their senescence. APOE and TREM2 expression increases in prostate cancers and correlates with poor prognosis. Collectively, these results reveal an alternative mechanism of tumor immune evasion and support the development of immune senolytics targeting senescent-like neutrophils for cancer therapy.
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Affiliation(s)
- Nicolò Bancaro
- Institute of Oncology Research (IOR), 6500 Bellinzona, Switzerland; Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland
| | - Bianca Calì
- Institute of Oncology Research (IOR), 6500 Bellinzona, Switzerland; Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland
| | - Martina Troiani
- Institute of Oncology Research (IOR), 6500 Bellinzona, Switzerland; Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland
| | - Angela Rita Elia
- Institute of Oncology Research (IOR), 6500 Bellinzona, Switzerland; Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland
| | - Rydell Alvarez Arzola
- Institute of Oncology Research (IOR), 6500 Bellinzona, Switzerland; Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland
| | - Giuseppe Attanasio
- Institute of Oncology Research (IOR), 6500 Bellinzona, Switzerland; Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland
| | - Ping Lai
- Institute of Oncology Research (IOR), 6500 Bellinzona, Switzerland; Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland
| | - Mateus Crespo
- The Institute of Cancer Research and the Royal Marsden NHS Foundation Trust, London, UK
| | - Bora Gurel
- The Institute of Cancer Research and the Royal Marsden NHS Foundation Trust, London, UK
| | - Rita Pereira
- The Institute of Cancer Research and the Royal Marsden NHS Foundation Trust, London, UK
| | - Christina Guo
- The Institute of Cancer Research and the Royal Marsden NHS Foundation Trust, London, UK
| | - Simone Mosole
- Institute of Oncology Research (IOR), 6500 Bellinzona, Switzerland; Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland
| | - Daniela Brina
- Institute of Oncology Research (IOR), 6500 Bellinzona, Switzerland; Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland
| | - Mariantonietta D'Ambrosio
- Institute of Oncology Research (IOR), 6500 Bellinzona, Switzerland; Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland
| | - Emiliano Pasquini
- Institute of Oncology Research (IOR), 6500 Bellinzona, Switzerland; Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland
| | - Clarissa Spataro
- Institute of Oncology Research (IOR), 6500 Bellinzona, Switzerland; Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland
| | - Elena Zagato
- Institute of Oncology Research (IOR), 6500 Bellinzona, Switzerland; Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland
| | - Andrea Rinaldi
- Institute of Oncology Research (IOR), 6500 Bellinzona, Switzerland; Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland
| | - Mattia Pedotti
- Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland; Institute for Research in Biomedicine (IRB), 6500 Bellinzona, Switzerland
| | - Simona Di Lascio
- Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland; Institute of Oncology of Southern Switzerland (IOSI), Ente Ospedaliero Cantonale (EOC), Bellinzona, Switzerland
| | - Francesco Meani
- Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland; Institute of Oncology of Southern Switzerland (IOSI), Ente Ospedaliero Cantonale (EOC), Bellinzona, Switzerland
| | - Monica Montopoli
- Department of Pharmaceutical and Pharmacological Sciences, University of Padova, Padova, Italy; Veneto Institute of Molecular Medicine, Padova, Italy
| | - Matteo Ferrari
- Department of Urology, Ente Ospedaliero Cantonale, Ospedale Regionale di Lugano - Civico USI - Università della Svizzera Italiana, Lugano, Switzerland
| | - Andrea Gallina
- Department of Urology, Ente Ospedaliero Cantonale, Ospedale Regionale di Lugano - Civico USI - Università della Svizzera Italiana, Lugano, Switzerland
| | - Luca Varani
- Institute for Research in Biomedicine (IRB), 6500 Bellinzona, Switzerland
| | - Ricardo Pereira Mestre
- Institute of Oncology Research (IOR), 6500 Bellinzona, Switzerland; Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland; Institute of Oncology of Southern Switzerland (IOSI), Ente Ospedaliero Cantonale (EOC), Bellinzona, Switzerland
| | - Marco Bolis
- Institute of Oncology Research (IOR), 6500 Bellinzona, Switzerland; Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland; Computational Oncology Unit, Department of Oncology, IRCCS Istituto di Ricerche Farmacologiche 'Mario Negri', Via Mario Negri 2, 20156 Milano, Italy
| | - Silke Gillessen Sommer
- Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland; Institute of Oncology of Southern Switzerland (IOSI), Ente Ospedaliero Cantonale (EOC), Bellinzona, Switzerland
| | - Johann de Bono
- The Institute of Cancer Research and the Royal Marsden NHS Foundation Trust, London, UK
| | - Arianna Calcinotto
- Institute of Oncology Research (IOR), 6500 Bellinzona, Switzerland; Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland.
| | - Andrea Alimonti
- Institute of Oncology Research (IOR), 6500 Bellinzona, Switzerland; Università della Svizzera Italiana, Faculty of Biomedical Sciences, 6900 Lugano, Switzerland; Institute of Oncology of Southern Switzerland (IOSI), Ente Ospedaliero Cantonale (EOC), Bellinzona, Switzerland; Veneto Institute of Molecular Medicine, Padova, Italy; Department of Medicine, University of Padova, Padova, Italy; Department of Health Sciences and Technology (D-HEST) ETH Zurich, 8093 Zurich, Switzerland.
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Losada-García A, Salido-Guadarrama I, Cortes-Ramirez SA, Cruz-Burgos M, Morales-Pacheco M, Vazquez-Santillan K, Rodriguez-Martinez G, González-Ramírez I, Gonzalez-Covarrubias V, Perez-Plascencia C, Rodríguez-Dorantes M. SFRP1 induces a stem cell phenotype in prostate cancer cells. Front Cell Dev Biol 2023; 11:1096923. [PMID: 36968194 PMCID: PMC10033548 DOI: 10.3389/fcell.2023.1096923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Accepted: 02/13/2023] [Indexed: 03/11/2023] Open
Abstract
Prostate cancer (PCa) ranks second in incidence and sixth in deaths globally. The treatment of patients with castration-resistant prostate cancer (CRPC) continues to be a significant clinical problem. Emerging evidence suggests that prostate cancer progression toward castration resistance is associated with paracrine signals from the stroma. SFRP1 is one of the extracellular proteins that modulate the WNT pathway, and it has been identified as a mediator of stromal epithelium communication. The WNT pathway is involved in processes such as cell proliferation, differentiation, cell anchoring, apoptosis, and cell cycle regulation as well as the regulation of stem cell populations in the prostatic epithelium. In the present study, we explored the role of exogenous SFRP1 on the stem cell phenotype in prostate cancer. The results reveal that cancer stem cell markers are significantly increased by exogenous SFRP1 treatments, as well as the downstream target genes of the Wnt/-catenin pathway. The pluripotent transcription factors SOX2, NANOG, and OCT4 were also up-regulated. Furthermore, SFRP1 promoted prostate cancer stem cell (PCSC) properties in vitro, including tumorsphere formation, migration, bicalutamide resistance, and decreased apoptosis. Taken together, our results indicate that SFRP1 participates in the paracrine signaling of epithelial cells, influencing them and positively regulating the stem cell phenotype through deregulation of the WNT/β-catenin pathway, which could contribute to disease progression and therapeutic failure. This research increases our molecular understanding of how CRPC progresses, which could help us find new ways to diagnose and treat the disease.
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Affiliation(s)
- Alberto Losada-García
- Laboratorio de Oncogenomica, Instituto Nacional de Medicina Genomica, Mexico City, Mexico
| | - Iván Salido-Guadarrama
- Departamento de Bioinformatìca y Análisis Estadísticos, Instituto Nacional de Perinatología Isidro Espinosa de los Reyes, Mexico City, Mexico
| | | | - Marian Cruz-Burgos
- Laboratorio de Oncogenomica, Instituto Nacional de Medicina Genomica, Mexico City, Mexico
| | - Miguel Morales-Pacheco
- Laboratorio de Oncogenomica, Instituto Nacional de Medicina Genomica, Mexico City, Mexico
| | | | | | - Imelda González-Ramírez
- Departamento de Atención a la Salud, Universidad Autónoma Metropolitana-Xochimilco, Mexico City, Mexico
| | | | - Carlos Perez-Plascencia
- Unidad de Genómica y Cáncer, Subdirección de Investigación Básica, INCan, SSA and Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Mauricio Rodríguez-Dorantes
- Laboratorio de Oncogenomica, Instituto Nacional de Medicina Genomica, Mexico City, Mexico
- *Correspondence: Mauricio Rodríguez-Dorantes,
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167
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Gonciarz RL, Sakhamuri S, Hooshdaran N, Kumar G, Kim H, Evans MJ, Renslo AR. Elevated labile iron in castration-resistant prostate cancer is targetable with ferrous iron-activatable antiandrogen therapy. Eur J Med Chem 2023; 249:115110. [PMID: 36708680 PMCID: PMC10210592 DOI: 10.1016/j.ejmech.2023.115110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Revised: 01/05/2023] [Accepted: 01/07/2023] [Indexed: 01/15/2023]
Abstract
Clinical responses to second generation androgen signaling inhibitors (e.g., enzalutamide) in metastatic castration-resistant prostate cancer (mCRPC) are variable and transient, and are associated with dose limiting toxicities, including rare but severe CNS effects. We hypothesized that changes to iron metabolism coincident with more advanced disease might be leveraged for tumor-selective delivery of antiandrogen therapy. Using the recently described chemical probes SiRhoNox and 18F-TRX in mCRPC models, we found elevated Fe2+ to be a common feature of mCRPC in vitro and in vivo. We next synthesized ferrous-iron activatable drug conjugates of second and third-generation antiandrogens and found these conjugates possessed comparable or enhanced antiproliferative activity across mCRPC cell line models. Mouse pharmacokinetic studies showed that these prototype antiandrogen conjugates are stable in vivo and limited exposure to conjugate or free antiandrogen in the brain. Our results reveal elevated Fe2+ to be a feature of mCRPC that might be leveraged to improve the tolerability and efficacy of antiandrogen therapy.
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Affiliation(s)
- Ryan L Gonciarz
- Department of Pharmaceutical Chemistry, University of California, San Francisco, CA, 94158, United States
| | - Sasank Sakhamuri
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA, 94158, United States
| | - Nima Hooshdaran
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA, 94158, United States
| | - Garima Kumar
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA, 94158, United States
| | - Hyunjung Kim
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA, 94158, United States
| | - Michael J Evans
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA, 94158, United States; Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, 94158, United States.
| | - Adam R Renslo
- Department of Pharmaceutical Chemistry, University of California, San Francisco, CA, 94158, United States; Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, 94158, United States.
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168
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Peng Y, Tang R, Ding L, Zheng R, Liu Y, Yin L, Fu Y, Deng T, Li X. Diosgenin inhibits prostate cancer progression by inducing UHRF1 protein degradation. Eur J Pharmacol 2023; 942:175522. [PMID: 36681316 DOI: 10.1016/j.ejphar.2023.175522] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 12/25/2022] [Accepted: 01/18/2023] [Indexed: 01/20/2023]
Abstract
Prostate cancer (PCa) represents the second cause of cancer death in adult men. Aberrant overexpression of UHRF1 has been reported in several cancer types, and is regarded as a novel drug target for cancer therapy. Nevertheless, no UHRF1-targeted small molecule inhibitor has been testing in clinical trials. Traditional Chinese medicine (TCM) prescriptions have a long history for the treatment of PCa in China, and Chinese herbal extracts are important resources for new drug discovery. In the present study, we first screened the potentially effective components from the commonly used TCMs for PCa treatment in clinic by using network pharmacology together with molecular docking. We identified diosgenin (DSG) as a small molecule natural compound specifically targeting UHRF1 protein. Furthermore, we validated the results by using the wet lab experiments. DSG, by directly binding UHRF1 protein, induced UHRF1 protein degradation through the ubiquitin-proteasome pathway. Importantly, DSG induced UHRF1 protein degradation by reducing the protein interaction with a deubiquitinase USP7. DSG reduced the level of genomic DNA methylation, and elevated the expression of such tumor suppressor genes as p21, p16 and LXN, thereby resulting in cell cycle arrest, cellular senescence and the inhibition of xenograft tumor growth. We here presented the first report that DSG specifically induced UHRF1 protein degradation, thereby revealing a novel anticancer mechanism of DSG. Altogether, this present study provided a promising strategy to discover new molecule-targeted drugs from small-molecule natural products.
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Affiliation(s)
- Yuchong Peng
- Key Laboratory of Clinical Precision Pharmacy of Guangdong Higher Education Institutes, The First Affiliated Hospital, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510699, China; Key Specialty of Clinical Pharmacy, The First Affiliated Hospital, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510699, China; NMPA Key Laboratory for Technology Research and Evaluation of Pharmacovigilance, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510006, China
| | - Rong Tang
- Key Laboratory of Clinical Precision Pharmacy of Guangdong Higher Education Institutes, The First Affiliated Hospital, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510699, China; Key Specialty of Clinical Pharmacy, The First Affiliated Hospital, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510699, China; NMPA Key Laboratory for Technology Research and Evaluation of Pharmacovigilance, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510006, China
| | - Liuyang Ding
- Key Laboratory of Clinical Precision Pharmacy of Guangdong Higher Education Institutes, The First Affiliated Hospital, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510699, China; Key Specialty of Clinical Pharmacy, The First Affiliated Hospital, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510699, China; NMPA Key Laboratory for Technology Research and Evaluation of Pharmacovigilance, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510006, China
| | - Rirong Zheng
- Key Laboratory of Clinical Precision Pharmacy of Guangdong Higher Education Institutes, The First Affiliated Hospital, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510699, China; Key Specialty of Clinical Pharmacy, The First Affiliated Hospital, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510699, China; NMPA Key Laboratory for Technology Research and Evaluation of Pharmacovigilance, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510006, China
| | - Youhong Liu
- Department of Oncology, Center for Molecular Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China; Hunan Key Laboratory of Molecular Radiation Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
| | - Linglong Yin
- Key Laboratory of Clinical Precision Pharmacy of Guangdong Higher Education Institutes, The First Affiliated Hospital, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510699, China; Key Specialty of Clinical Pharmacy, The First Affiliated Hospital, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510699, China; NMPA Key Laboratory for Technology Research and Evaluation of Pharmacovigilance, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510006, China; School of Clinical Pharmacy, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510006, China
| | - Yongming Fu
- Key Laboratory of Clinical Precision Pharmacy of Guangdong Higher Education Institutes, The First Affiliated Hospital, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510699, China; Key Specialty of Clinical Pharmacy, The First Affiliated Hospital, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510699, China; NMPA Key Laboratory for Technology Research and Evaluation of Pharmacovigilance, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510006, China
| | - Tanggang Deng
- Key Laboratory of Clinical Precision Pharmacy of Guangdong Higher Education Institutes, The First Affiliated Hospital, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510699, China; Key Specialty of Clinical Pharmacy, The First Affiliated Hospital, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510699, China; NMPA Key Laboratory for Technology Research and Evaluation of Pharmacovigilance, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510006, China
| | - Xiong Li
- Key Laboratory of Clinical Precision Pharmacy of Guangdong Higher Education Institutes, The First Affiliated Hospital, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510699, China; Key Specialty of Clinical Pharmacy, The First Affiliated Hospital, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510699, China; NMPA Key Laboratory for Technology Research and Evaluation of Pharmacovigilance, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510006, China; School of Clinical Pharmacy, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510006, China.
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169
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Blanc C, Moktefi A, Jolly A, de la Grange P, Gay D, Nicolaiew N, Semprez F, Maillé P, Soyeux P, Firlej V, Vacherot F, Destouches D, Amiche M, Terry S, de la Taille A, Londoño-Vallejo A, Allory Y, Delbé J, Hamma-Kourbali Y. The Neuropilin-1/PKC axis promotes neuroendocrine differentiation and drug resistance of prostate cancer. Br J Cancer 2023; 128:918-927. [PMID: 36550208 PMCID: PMC9977768 DOI: 10.1038/s41416-022-02114-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 11/23/2022] [Accepted: 12/07/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Neuroendocrine prostate cancer (NEPC) is a multi-resistant variant of prostate cancer (PCa) that has become a major challenge in clinics. Understanding the neuroendocrine differentiation (NED) process at the molecular level is therefore critical to define therapeutic strategies that can prevent multi-drug resistance. METHODS Using RNA expression profiling and immunohistochemistry, we have identified and characterised a gene expression signature associated with the emergence of NED in a large PCa cohort, including 169 hormone-naïve PCa (HNPC) and 48 castration-resistance PCa (CRPC) patients. In vitro and preclinical in vivo NED models were used to explore the cellular mechanism and to characterise the effects of castration on PCa progression. RESULTS We show for the first time that Neuropilin-1 (NRP1) is a key component of NED in PCa cells. NRP1 is upregulated in response to androgen deprivation therapies (ADT) and elicits cell survival through induction of the PKC pathway. Downmodulation of either NRP1 protein expression or PKC activation suppresses NED, prevents tumour evolution toward castration resistance and increases the efficacy of docetaxel-based chemotherapy in preclinical models in vivo. CONCLUSIONS This study reveals the NRP1/PKC axis as a promising therapeutic target for the prevention of neuroendocrine castration-resistant variants of PCa and indicates NRP1 as an early transitional biomarker.
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Affiliation(s)
- Charly Blanc
- Univ Paris Est Creteil, INSERM, IMRB, 94010, Creteil, France
| | - Anissa Moktefi
- Univ Paris Est Creteil, INSERM, IMRB, 94010, Creteil, France.,AP-HP, Hôpital H. Mondor, Department of Pathology, 94010, Creteil, France
| | - Ariane Jolly
- Genosplice®, IM, Hôpital Pitié-Salpêtrière, Paris, France
| | | | | | | | - Fannie Semprez
- Univ Paris Est Creteil, INSERM, IMRB, 94010, Creteil, France.,SPPIN-Saints-Pères Paris Institute for the Neurosciences, Université de Paris, CNRS, 75006, Paris, France
| | - Pascale Maillé
- Univ Paris Est Creteil, INSERM, IMRB, 94010, Creteil, France.,AP-HP, Hôpital H. Mondor, Department of Pathology, 94010, Creteil, France
| | - Pascale Soyeux
- Univ Paris Est Creteil, INSERM, IMRB, 94010, Creteil, France.,Univ Paris Est Creteil, UR TRePCa, 94010, Creteil, France
| | - Virginie Firlej
- Univ Paris Est Creteil, INSERM, IMRB, 94010, Creteil, France.,Univ Paris Est Creteil, UR TRePCa, 94010, Creteil, France.,AP-HP, Hôpital H. Mondor, Plateforme de Ressources Biologiques, 94010, Creteil, France
| | - Francis Vacherot
- Univ Paris Est Creteil, INSERM, IMRB, 94010, Creteil, France.,Univ Paris Est Creteil, UR TRePCa, 94010, Creteil, France
| | - Damien Destouches
- Univ Paris Est Creteil, INSERM, IMRB, 94010, Creteil, France.,Univ Paris Est Creteil, UR TRePCa, 94010, Creteil, France
| | - Mohamed Amiche
- Univ Paris Est Creteil, INSERM, IMRB, 94010, Creteil, France.,Sorbonne University-CNRS, Institut de Biologie Paris-Seine, Laboratoire de Biogenèse des Signaux Peptidiques (BioSiPe), F-75252, Paris, France
| | - Stéphane Terry
- Faculty of Medicine, University Paris-Saclay, Le Kremlin-Bicêtre, France.,Research Department, Inovarion, Paris, France
| | - Alexandre de la Taille
- Univ Paris Est Creteil, INSERM, IMRB, 94010, Creteil, France.,Univ Paris Est Creteil, UR TRePCa, 94010, Creteil, France.,AP-HP, Hôpital Mondor, Department of Urology, 94010, Créteil, France
| | | | - Yves Allory
- Univ Paris Est Creteil, INSERM, IMRB, 94010, Creteil, France.,Department of Pathology, Institut Curie, 92210, Saint-Cloud, France.,Institut Curie, PSL Research University, CNRS UMR 144, 75005, Paris, France
| | - Jean Delbé
- Univ Paris Est Creteil, INSERM, IMRB, 94010, Creteil, France
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170
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Jindal R, Nanda A, Pillai M, Ware KE, Singh D, Sehgal M, Armstrong AJ, Somarelli JA, Jolly MK. Emergent dynamics of underlying regulatory network links EMT and androgen receptor-dependent resistance in prostate cancer. Comput Struct Biotechnol J 2023; 21:1498-1509. [PMID: 36851919 PMCID: PMC9957767 DOI: 10.1016/j.csbj.2023.01.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 01/23/2023] [Accepted: 01/23/2023] [Indexed: 02/10/2023] Open
Abstract
Advanced prostate cancer patients initially respond to hormone therapy, be it in the form of androgen deprivation therapy or second-generation hormone therapies, such as abiraterone acetate or enzalutamide. However, most men with prostate cancer eventually develop hormone therapy resistance. This resistance can arise through multiple mechanisms, such as through genetic mutations, epigenetic mechanisms, or through non-genetic pathways, such as lineage plasticity along epithelial-mesenchymal or neuroendocrine-like axes. These mechanisms of hormone therapy resistance often co-exist within a single patient's tumor and can overlap within a single cell. There exists a growing need to better understand how phenotypic heterogeneity and plasticity results from emergent dynamics of the regulatory networks governing androgen independence. Here, we investigated the dynamics of a regulatory network connecting the drivers of androgen receptor (AR) splice variant-mediated androgen independence and those of epithelial-mesenchymal transition. Model simulations for this network revealed four possible phenotypes: epithelial-sensitive (ES), epithelial-resistant (ER), mesenchymal-resistant (MR) and mesenchymal-sensitive (MS), with the latter phenotype occurring rarely. We observed that well-coordinated "teams" of regulators working antagonistically within the network enable these phenotypes. These model predictions are supported by multiple transcriptomic datasets both at single-cell and bulk levels, including in vitro EMT induction models and clinical samples. Further, our simulations reveal spontaneous stochastic switching between the ES and MR states. Addition of the immune checkpoint molecule, PD-L1, to the network was able to capture the interactions between AR, PD-L1, and the mesenchymal marker SNAIL, which was also confirmed through quantitative experiments. This systems-level understanding of the driver of androgen independence and EMT could aid in understanding non-genetic transitions and progression of such cancers and help in identifying novel therapeutic strategies or targets.
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Affiliation(s)
- Rashi Jindal
- Center for BioSystems Science and Engineering, Indian Institute of Science, Bangalore 560012, India.,Undergraduate Programme, Indian Institute of Science, Bangalore 560012, India
| | - Abheepsa Nanda
- Center for BioSystems Science and Engineering, Indian Institute of Science, Bangalore 560012, India.,Undergraduate Programme, Indian Institute of Science, Bangalore 560012, India
| | - Maalavika Pillai
- Center for BioSystems Science and Engineering, Indian Institute of Science, Bangalore 560012, India.,Undergraduate Programme, Indian Institute of Science, Bangalore 560012, India
| | - Kathryn E Ware
- Department of Medicine, Duke Cancer Institute Center for Prostate and Urologic Cancers, Duke University, Durham, NC 27710, USA
| | - Divyoj Singh
- Center for BioSystems Science and Engineering, Indian Institute of Science, Bangalore 560012, India.,Undergraduate Programme, Indian Institute of Science, Bangalore 560012, India
| | - Manas Sehgal
- Center for BioSystems Science and Engineering, Indian Institute of Science, Bangalore 560012, India
| | - Andrew J Armstrong
- Department of Medicine, Duke Cancer Institute Center for Prostate and Urologic Cancers, Duke University, Durham, NC 27710, USA.,Department of Surgery, Duke University, Durham, NC 27710, USA.,Department of Pharmacology and Cancer Biology, Duke University, Durham, NC 27710, USA
| | - Jason A Somarelli
- Department of Medicine, Duke Cancer Institute Center for Prostate and Urologic Cancers, Duke University, Durham, NC 27710, USA
| | - Mohit Kumar Jolly
- Center for BioSystems Science and Engineering, Indian Institute of Science, Bangalore 560012, India
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171
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Xu P, Yang JC, Ning S, Chen B, Nip C, Wei Q, Liu L, Johnson OT, Gao AC, Gestwicki JE, Evans CP, Liu C. Allosteric inhibition of HSP70 in collaboration with STUB1 augments enzalutamide efficacy in antiandrogen resistant prostate tumor and patient-derived models. Pharmacol Res 2023; 189:106692. [PMID: 36773708 PMCID: PMC10162009 DOI: 10.1016/j.phrs.2023.106692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 01/30/2023] [Accepted: 02/08/2023] [Indexed: 02/12/2023]
Abstract
Ubiquitin proteasome activity is suppressed in enzalutamide resistant prostate cancer cells, and the heat shock protein 70/STIP1 homology and U-box-containing protein 1 (HSP70/STUB1) machinery are involved in androgen receptor (AR) and AR variant protein stabilization. Targeting HSP70 could be a viable strategy to overcome resistance to androgen receptor signaling inhibitor (ARSI) in advanced prostate cancer. Here, we showed that a novel HSP70 allosteric inhibitor, JG98, significantly suppressed drug-resistant C4-2B MDVR and CWR22Rv1 cell growth, and enhanced enzalutamide treatment. JG98 also suppressed cell growth in conditional reprogramed cell cultures (CRCs) and organoids derived from advanced prostate cancer patient samples. Mechanistically, JG98 degraded AR/AR-V7 expression in resistant cells and promoted STUB1 nuclear translocation to bind AR-V7. Knockdown of the E3 ligase STUB1 significantly diminished the anticancer effects and partially restored AR-V7 inhibitory effects of JG98. JG231, a more potent analog developed from JG98, effectively suppressed the growth of the drug-resistant prostate cancer cells, CRCs, and organoids. Notably, the combination of JG231 and enzalutamide synergistically inhibited AR/AR-V7 expression and suppressed CWR22Rv1 xenograft tumor growth. Inhibition of HSP70 using novel small-molecule inhibitors coordinates with STUB1 to regulate AR/AR-V7 protein stabilization and ARSI resistance.
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Affiliation(s)
- Pengfei Xu
- Department of Urologic Surgery, University of California, Davis, CA, USA
| | - Joy C Yang
- Department of Urologic Surgery, University of California, Davis, CA, USA
| | - Shu Ning
- Department of Urologic Surgery, University of California, Davis, CA, USA
| | - Bo Chen
- Department of Urologic Surgery, University of California, Davis, CA, USA; Department of Urology, West China Hospital, Sichuan University, Sichuan, China
| | - Christopher Nip
- Department of Urologic Surgery, University of California, Davis, CA, USA
| | - Qiang Wei
- Department of Urology, West China Hospital, Sichuan University, Sichuan, China
| | - Liangren Liu
- Department of Urology, West China Hospital, Sichuan University, Sichuan, China
| | - Oleta T Johnson
- Department of Pharmaceutical Chemistry, University of California, San Francisco, CA, USA
| | - Allen C Gao
- Department of Urologic Surgery, University of California, Davis, CA, USA; University of California, Davis Comprehensive Cancer Center, CA, USA
| | - Jason E Gestwicki
- Department of Pharmaceutical Chemistry, University of California, San Francisco, CA, USA
| | - Christopher P Evans
- Department of Urologic Surgery, University of California, Davis, CA, USA; University of California, Davis Comprehensive Cancer Center, CA, USA
| | - Chengfei Liu
- Department of Urologic Surgery, University of California, Davis, CA, USA; University of California, Davis Comprehensive Cancer Center, CA, USA.
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172
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Verma P, Shukla N, Kumari S, Ansari M, Gautam NK, Patel GK. Cancer stem cell in prostate cancer progression, metastasis and therapy resistance. Biochim Biophys Acta Rev Cancer 2023; 1878:188887. [PMID: 36997008 DOI: 10.1016/j.bbcan.2023.188887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 02/18/2023] [Accepted: 03/15/2023] [Indexed: 03/31/2023]
Abstract
Prostate cancer (PCa) is the most diagnosed malignancy in the men worldwide. Cancer stem cells (CSCs) are the sub-population of cells present in the tumor which possess unique properties of self-renewal and multilineage differentiation thus thought to be major cause of therapy resistance, disease relapse, and mortality in several malignancies including PCa. CSCs have also been shown positive for the common stem cells markers such as ALDH EZH2, OCT4, SOX2, c-MYC, Nanog etc. Therefore, isolation and characterization of CSCs specific markers which may discriminate CSCs and normal stem cells are critical to selectively eliminate CSCs. Rapid advances in the field offers a theoretical explanation for many of the enduring uncertainties encompassing the etiology and an optimism for the identification of new stem-cell targets, development of reliable and efficient therapies in the future. The emerging reports have also provided unprecedented insights into CSCs plasticity, quiescence, renewal, and therapeutic response. In this review, we discuss the identification of PCa stem cells, their unique properties, stemness-driving pathways, new diagnostics, and therapeutic interventions.
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173
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Potential role for protein kinase D inhibitors in prostate cancer. J Mol Med (Berl) 2023; 101:341-349. [PMID: 36843036 DOI: 10.1007/s00109-023-02298-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 02/01/2023] [Accepted: 02/10/2023] [Indexed: 02/28/2023]
Abstract
Protein kinase D (PrKD), a novel serine-threonine kinase, belongs to a family of calcium calmodulin kinases that consists of three isoforms: PrKD1, PrKD2, and PrKD3. The PrKD isoforms play a major role in pathologic processes such as cardiac hypertrophy and cancer progression. The charter member of the family, PrKD1, is the most extensively studied isoform. PrKD play a dual role as both a proto-oncogene and a tumor suppressor depending on the cellular context. The duplicity of PrKD can be highlighted in advanced prostate cancer (PCa) where expression of PrKD1 is suppressed whereas the expressions of PrKD2 and PrKD3 are upregulated to aid in cancer progression. As understanding of the PrKD signaling pathways has been better elucidated, interest has been garnered in the development of PrKD inhibitors. The broad-spectrum kinase inhibitor staurosporine acts as a potent PrKD inhibitor and is the most well-known; however, several other novel and more specific PrKD inhibitors have been developed over the last two decades. While there is tremendous potential for PrKD inhibitors to be used in a clinical setting, none has progressed beyond preclinical trials due to a variety of challenges. In this review, we focus on PrKD signaling in PCa and the potential role of PrKD inhibitors therein, and explore the possible clinical outcomes based on known function and expression of PrKD isoforms at different stages of PCa.
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174
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Emerging RNA-Based Therapeutic and Diagnostic Options: Recent Advances and Future Challenges in Genitourinary Cancers. Int J Mol Sci 2023; 24:ijms24054601. [PMID: 36902032 PMCID: PMC10003365 DOI: 10.3390/ijms24054601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 02/15/2023] [Accepted: 02/23/2023] [Indexed: 03/02/2023] Open
Abstract
Renal cell carcinoma, bladder cancer, and prostate cancer are the most widespread genitourinary tumors. Their treatment and diagnosis have significantly evolved over recent years, due to an increasing understanding of oncogenic factors and the molecular mechanisms involved. Using sophisticated genome sequencing technologies, the non-coding RNAs, such as microRNAs, long non-coding RNAs, and circular RNAs, have all been implicated in the occurrence and progression of genitourinary cancers. Interestingly, DNA, protein, and RNA interactions with lncRNAs and other biological macromolecules drive some of these cancer phenotypes. Studies on the molecular mechanisms of lncRNAs have identified new functional markers that could be potentially useful as biomarkers for effective diagnosis and/or as targets for therapeutic intervention. This review focuses on the mechanisms underlying abnormal lncRNA expression in genitourinary tumors and discusses their role in diagnostics, prognosis, and treatment.
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175
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Fan Y, Liu X, Wu J, Ni J, Liang J, Hou Y, Dou H. Small molecule compound K-7174 attenuates neuropsychiatric manifestations in lupus-prone mice. Brain Res 2023; 1801:148203. [PMID: 36521514 DOI: 10.1016/j.brainres.2022.148203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 12/03/2022] [Accepted: 12/09/2022] [Indexed: 12/14/2022]
Abstract
The neuropsychiatric manifestations of systemic lupus erythematosus (NPSLE) present significant morbidity and mortality due to frequent non-response or adverse effects of the current clinical drugs. The disruption of the blood-brain barrier (BBB) contributes to inflammatory NPSLE disease progression. K-7174, a highly piperazine-derived compound, inhibits leukocyte adhesion and inflammatory factor expression. The present study aimed to comprehensively assess the treatment effect of neurobehavioral deficits in MRL/lpr mice, a validated neuropsychiatric lupus model. The intraperitoneal injection of K-7174 alleviated lupus-like symptoms and improved cognitive dysfunction in MRL/lpr mice. Also, it significantly attenuated neuronal degeneration and decreased serum albumin deposition in the hippocampus. Furthermore, K-7174 acted directly on the brain microvascular endothelial bEnd.3 cells and reduced the BBB permeability, manifested by inhibiting the activation of brain microvascular endothelial cells and increasing the expression of tight junctions (TJs). Notably, in vitro experiments showed that K-7174 alleviates the decreased ZO1 and Occludin expression in bEnd.3 cells caused by lactate increase, improving cell permeability via the MCT4/NKAP/CREB signaling pathway. These findings suggested that K-7174 mediates the attenuation of NPSLE in MRL/lpr mice, indicating a promising therapeutic strategy for NPSLE.
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Affiliation(s)
- Yu Fan
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing 210093, China; Jiangsu Key Laboratory of Molecular Medicine, Nanjing 210093, China
| | - Xuan Liu
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing 210093, China; Jiangsu Key Laboratory of Molecular Medicine, Nanjing 210093, China
| | - Jinjin Wu
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing 210093, China; Jiangsu Key Laboratory of Molecular Medicine, Nanjing 210093, China
| | - Jiali Ni
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing 210093, China; Jiangsu Key Laboratory of Molecular Medicine, Nanjing 210093, China
| | - Jun Liang
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing 210008, China
| | - Yayi Hou
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing 210093, China; Jiangsu Key Laboratory of Molecular Medicine, Nanjing 210093, China.
| | - Huan Dou
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing 210093, China; Jiangsu Key Laboratory of Molecular Medicine, Nanjing 210093, China.
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176
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Li X, Zhuo S, Cho YS, Liu Y, Yang Y, Zhu J, Jiang J. YAP antagonizes TEAD-mediated AR signaling and prostate cancer growth. EMBO J 2023; 42:e112184. [PMID: 36588499 PMCID: PMC9929633 DOI: 10.15252/embj.2022112184] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 12/08/2022] [Accepted: 12/09/2022] [Indexed: 01/03/2023] Open
Abstract
Hippo signaling restricts tumor growth by inhibiting the oncogenic potential of YAP/TAZ-TEAD transcriptional complex. Here, we uncover a context-dependent tumor suppressor function of YAP in androgen receptor (AR) positive prostate cancer (PCa) and show that YAP impedes AR+ PCa growth by antagonizing TEAD-mediated AR signaling. TEAD forms a complex with AR to enhance its promoter/enhancer occupancy and transcriptional activity. YAP and AR compete for TEAD binding and consequently, elevated YAP in the nucleus disrupts AR-TEAD interaction and prevents TEAD from promoting AR signaling. Pharmacological inhibition of MST1/2 or LATS1/2, or transgenic activation of YAP suppressed the growth of PCa expressing therapy resistant AR splicing variants. Our study uncovers an unanticipated crosstalk between Hippo and AR signaling pathways, reveals an antagonistic relationship between YAP and TEAD in AR+ PCa, and suggests that targeting the Hippo signaling pathway may provide a therapeutical opportunity to treat PCa driven by therapy resistant AR variants.
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Affiliation(s)
- Xu Li
- Department of Molecular BiologyUniversity of Texas Southwestern Medical CenterDallasTXUSA
| | - Shu Zhuo
- Department of Molecular BiologyUniversity of Texas Southwestern Medical CenterDallasTXUSA
- Center for Cancer Targeted Therapies, Signet Therapeutics Inc.Research Institute of Tsinghua University in ShenzhenShenzhenChina
| | - Yong Suk Cho
- Department of Molecular BiologyUniversity of Texas Southwestern Medical CenterDallasTXUSA
| | - Yuchen Liu
- Department of Developmental BiologyHarvard School of Dental MedicineBostonMAUSA
- Harvard Stem Cell InstituteBostonMAUSA
- Dana‐Farber/Harvard Cancer CenterBostonMAUSA
| | - Yingzi Yang
- Department of Developmental BiologyHarvard School of Dental MedicineBostonMAUSA
- Harvard Stem Cell InstituteBostonMAUSA
- Dana‐Farber/Harvard Cancer CenterBostonMAUSA
| | - Jian Zhu
- Department of Molecular BiologyUniversity of Texas Southwestern Medical CenterDallasTXUSA
- Department of General Surgery, The Second Hospital, Cheeloo College of MedicineShandong UniversityJinanChina
| | - Jin Jiang
- Department of Molecular BiologyUniversity of Texas Southwestern Medical CenterDallasTXUSA
- Department of PharmacologyUniversity of Texas Southwestern Medical CenterDallasTXUSA
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177
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Zhao S, Liao J, Zhang S, Shen M, Li X, Zhou L. The positive relationship between androgen receptor splice variant-7 expression and the risk of castration-resistant prostate cancer: A cumulative analysis. Front Oncol 2023; 13:1053111. [PMID: 36865799 PMCID: PMC9972874 DOI: 10.3389/fonc.2023.1053111] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Accepted: 01/09/2023] [Indexed: 02/16/2023] Open
Abstract
Background At present, androgen deprivation therapy (ADT) is still the standard regimen for patients with metastatic and locally advanced prostate cancer (PCa). The level of androgen receptor splice variant-7 (AR-V7) in men with castration-resistant prostate cancer (CRPC) has been reported to be elevated compared with that in patients diagnosed with hormone-sensitive prostate cancer (HSPC). Aim Herein, we performed a systematic review and cumulative analysis to evaluate whether the expression of AR-V7 was significantly higher in patients with CRPC than in HSPC patients. Methods The commonly used databases were searched to identify the potential studies reporting the level of AR-V7 in CRPC and HSPC patients. The association between CRPC and the positive expression of AR-V7 was pooled by using the relative risk (RR) with the corresponding 95% confidence intervals (CIs) under a random-effects model. For detecting the potential bias and the heterogeneity of the included studies, sensitivity analysis and subgroup analysis were performed. Publication bias was assessed Egger's and Begg's tests. This study was registered on PROSPERO (ID: CRD42022297014). Results This cumulative analysis included 672 participants from seven clinical trials. The study group contained 354 CRPC patients, while the other group contained 318 HSPC patients. Pooled results from the seven eligible studies showed that the expression of positive AR-V7 was significantly higher in men with CRPC compared to those with HSPC (RR = 7.55, 95% CI: 4.61-12.35, p < 0.001). In the sensitivity analysis, the combined RRs did not change substantially, ranging from 6.85 (95% CI: 4.16-11.27, p < 0.001) to 9.84 (95% CI: 5.13-18.87, p < 0.001). In the subgroup analysis, a stronger association was detected in RNA in situ hybridization (RISH) measurement in American patients, and those studies were published before 2011 (all p < 0.001). There was no significant publication bias identified in our study. Conclusion Evidence from the seven eligible studies demonstrated that patients with CRPC had a significantly elevated positive expression of AR-V7. More investigations are still warranted to clarify the association between CRPC and AR-V7 testing. Systematic review registration https://www.crd.york.ac.uk/prospero/, identifier CRD42022297014.
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Affiliation(s)
- Shankun Zhao
- Department of Urology, Taizhou Central Hospital (Taizhou University Hospital), Taizhou, Zhejiang, China
| | - Jian Liao
- Department of Nephrology, Jiaxing Hospital of Traditional Chinese Medicine, Jiaxing, Zhejiang, China
| | - Shilong Zhang
- Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Maolei Shen
- Department of Urology, Taizhou Central Hospital (Taizhou University Hospital), Taizhou, Zhejiang, China
| | - Xin Li
- Department of Urology, Taizhou Central Hospital (Taizhou University Hospital), Taizhou, Zhejiang, China
| | - Libo Zhou
- Department of Urology, The First Affiliated Hospital of Nanchang University, Nanchang, China,*Correspondence: Libo Zhou,
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Preclinical models of prostate cancer - modelling androgen dependency and castration resistance in vitro, ex vivo and in vivo. Nat Rev Urol 2023:10.1038/s41585-023-00726-1. [PMID: 36788359 DOI: 10.1038/s41585-023-00726-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/20/2023] [Indexed: 02/16/2023]
Abstract
Prostate cancer is well known to be dependent on the androgen receptor (AR) for growth and survival. Thus, AR is the main pharmacological target to treat this disease. However, after an initially positive response to AR-targeting therapies, prostate cancer will eventually evolve to castration-resistant prostate cancer, which is often lethal. Tumour growth was initially thought to become androgen-independent following treatments; however, results from molecular studies have shown that most resistance mechanisms involve the reactivation of AR. Consequently, tumour cells become resistant to castration - the blockade of testicular androgens - and not independent of AR per se. However, confusion still remains on how to properly define preclinical models of prostate cancer, including cell lines. Most cell lines were isolated from patients for cell culture after evolution of the tumour to castration-resistant prostate cancer, but not all of these cell lines are described as castration resistant. Moreover, castration refers to the blockade of testosterone production by the testes; thus, even the concept of "castration" in vitro is questionable. To ensure maximal transfer of knowledge from scientific research to the clinic, understanding the limitations and advantages of preclinical models, as well as how these models recapitulate cancer cell androgen dependency and can be used to study castration resistance mechanisms, is essential.
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179
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Kufe D. Dependence on MUC1-C in Progression of Neuroendocrine Prostate Cancer. Int J Mol Sci 2023; 24:3719. [PMID: 36835130 PMCID: PMC9967814 DOI: 10.3390/ijms24043719] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 02/11/2023] [Accepted: 02/11/2023] [Indexed: 02/16/2023] Open
Abstract
Castration resistant prostate cancer (CRPC) is responsive to androgen receptor (AR) axis targeted agents; however, patients invariably relapse with resistant disease that often progresses to neuroendocrine prostate cancer (NEPC). Treatment-related NEPC (t-NEPC) is highly aggressive with limited therapeutic options and poor survival outcomes. The molecular basis for NEPC progression remains incompletely understood. The MUC1 gene evolved in mammals to protect barrier tissues from loss of homeostasis. MUC1 encodes the transmembrane MUC1-C subunit, which is activated by inflammation and contributes to wound repair. However, chronic activation of MUC1-C contributes to lineage plasticity and carcinogenesis. Studies in human NEPC cell models have demonstrated that MUC1-C suppresses the AR axis and induces the Yamanaka OSKM pluripotency factors. MUC1-C interacts directly with MYC and activates the expression of the BRN2 neural transcription factor (TF) and other effectors, such as ASCL1, of the NE phenotype. MUC1-C also induces the NOTCH1 stemness TF in promoting the NEPC cancer stem cell (CSC) state. These MUC1-C-driven pathways are coupled with activation of the SWI/SNF embryonic stem BAF (esBAF) and polybromo-BAF (PBAF) chromatin remodeling complexes and global changes in chromatin architecture. The effects of MUC1-C on chromatin accessibility integrate the CSC state with the control of redox balance and induction of self-renewal capacity. Importantly, targeting MUC1-C inhibits NEPC self-renewal, tumorigenicity and therapeutic resistance. This dependence on MUC1-C extends to other NE carcinomas, such as SCLC and MCC, and identify MUC1-C as a target for the treatment of these aggressive malignancies with the anti-MUC1 agents now under clinical and preclinical development.
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Affiliation(s)
- Donald Kufe
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
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180
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Vasciaveo A, Arriaga JM, de Almeida FN, Zou M, Douglass EF, Picech F, Shibata M, Rodriguez-Calero A, de Brot S, Mitrofanova A, Chua CW, Karan C, Realubit R, Pampou S, Kim JY, Afari SN, Mukhammadov T, Zanella L, Corey E, Alvarez MJ, Rubin MA, Shen MM, Califano A, Abate-Shen C. OncoLoop: A Network-Based Precision Cancer Medicine Framework. Cancer Discov 2023; 13:386-409. [PMID: 36374194 PMCID: PMC9905319 DOI: 10.1158/2159-8290.cd-22-0342] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 08/22/2022] [Accepted: 11/10/2022] [Indexed: 11/16/2022]
Abstract
Prioritizing treatments for individual patients with cancer remains challenging, and performing coclinical studies using patient-derived models in real time is often unfeasible. To circumvent these challenges, we introduce OncoLoop, a precision medicine framework that predicts drug sensitivity in human tumors and their preexisting high-fidelity (cognate) model(s) by leveraging drug perturbation profiles. As a proof of concept, we applied OncoLoop to prostate cancer using genetically engineered mouse models (GEMM) that recapitulate a broad spectrum of disease states, including castration-resistant, metastatic, and neuroendocrine prostate cancer. Interrogation of human prostate cancer cohorts by Master Regulator (MR) conservation analysis revealed that most patients with advanced prostate cancer were represented by at least one cognate GEMM-derived tumor (GEMM-DT). Drugs predicted to invert MR activity in patients and their cognate GEMM-DTs were successfully validated in allograft, syngeneic, and patient-derived xenograft (PDX) models of tumors and metastasis. Furthermore, OncoLoop-predicted drugs enhanced the efficacy of clinically relevant drugs, namely, the PD-1 inhibitor nivolumab and the AR inhibitor enzalutamide. SIGNIFICANCE OncoLoop is a transcriptomic-based experimental and computational framework that can support rapid-turnaround coclinical studies to identify and validate drugs for individual patients, which can then be readily adapted to clinical practice. This framework should be applicable in many cancer contexts for which appropriate models and drug perturbation data are available. This article is highlighted in the In This Issue feature, p. 247.
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Affiliation(s)
- Alessandro Vasciaveo
- Department of Systems Biology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, USA 10032
| | - Juan Martín Arriaga
- Department of Molecular Pharmacology and Therapeutics, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY USA 10032
| | - Francisca Nunes de Almeida
- Department of Molecular Pharmacology and Therapeutics, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY USA 10032
| | - Min Zou
- Department of Molecular Pharmacology and Therapeutics, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY USA 10032
| | - Eugene F. Douglass
- Department of Systems Biology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, USA 10032
| | - Florencia Picech
- Department of Molecular Pharmacology and Therapeutics, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY USA 10032
| | - Maho Shibata
- Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, USA 10032
- Department of Genetics and Development, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY USA 10032
- Department of Urology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY USA 10032
| | - Antonio Rodriguez-Calero
- Department for Biomedical Research, University of Bern, Bern, Switzerland 3008
- Institute of Pathology, University of Bern and Inselspital, Bern, Switzerland 3008
| | - Simone de Brot
- COMPATH, Institute of Animal Pathology, University of Bern, Switzerland 3012
| | - Antonina Mitrofanova
- Department of Systems Biology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, USA 10032
| | - Chee Wai Chua
- Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, USA 10032
- Department of Genetics and Development, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY USA 10032
- Department of Urology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY USA 10032
| | - Charles Karan
- Department of Systems Biology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, USA 10032
- J.P. Sulzberger Columbia Genome Center, Columbia University Irving Medical Center, New York, NY USA 10032
| | - Ronald Realubit
- Department of Systems Biology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, USA 10032
- J.P. Sulzberger Columbia Genome Center, Columbia University Irving Medical Center, New York, NY USA 10032
| | - Sergey Pampou
- Department of Systems Biology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, USA 10032
- J.P. Sulzberger Columbia Genome Center, Columbia University Irving Medical Center, New York, NY USA 10032
| | - Jaime Y. Kim
- Department of Molecular Pharmacology and Therapeutics, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY USA 10032
| | - Stephanie N. Afari
- Department of Molecular Pharmacology and Therapeutics, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY USA 10032
| | - Timur Mukhammadov
- Department of Molecular Pharmacology and Therapeutics, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY USA 10032
| | - Luca Zanella
- Department of Systems Biology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, USA 10032
| | - Eva Corey
- Department of Urology, University of Washington, Seattle, WA USA 98195
| | - Mariano J. Alvarez
- Department of Systems Biology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, USA 10032
- DarwinHealth Inc, New York, NY
| | - Mark A. Rubin
- Department for Biomedical Research, University of Bern, Bern, Switzerland 3008
- Bern Center for Precision Medicine (BCPM) Bern, Switzerland 3008
| | - Michael M. Shen
- Department of Systems Biology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, USA 10032
- Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, USA 10032
- Department of Genetics and Development, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY USA 10032
- Department of Urology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY USA 10032
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, USA 10032
| | - Andrea Califano
- Department of Systems Biology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, USA 10032
- Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, USA 10032
- J.P. Sulzberger Columbia Genome Center, Columbia University Irving Medical Center, New York, NY USA 10032
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, USA 10032
- Department of Biochemistry & Molecular Biophysics, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, USA 10032
- Department of Biomedical Informatics, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, USA 10032
| | - Cory Abate-Shen
- Department of Systems Biology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, USA 10032
- Department of Molecular Pharmacology and Therapeutics, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY USA 10032
- Department of Medicine, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, USA 10032
- Department of Urology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY USA 10032
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, USA 10032
- Department of Pathology and Cell Biology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY USA 10032
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181
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Epigenetic mechanisms underlying subtype heterogeneity and tumor recurrence in prostate cancer. Nat Commun 2023; 14:567. [PMID: 36732329 PMCID: PMC9895058 DOI: 10.1038/s41467-023-36253-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 01/23/2023] [Indexed: 02/04/2023] Open
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182
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Ota A, Kawai M, Kudo Y, Segawa J, Hoshi M, Kawano S, Yoshino Y, Ichihara K, Shiota M, Fujimoto N, Matsunaga T, Endo S, Ikari A. Artepillin C overcomes apalutamide resistance through blocking androgen signaling in prostate cancer cells. Arch Biochem Biophys 2023; 735:109519. [PMID: 36642262 DOI: 10.1016/j.abb.2023.109519] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 12/07/2022] [Accepted: 01/11/2023] [Indexed: 01/15/2023]
Abstract
Prostate cancer has a relatively good prognosis, but most cases develop resistance to hormone therapy, leading to castration-resistant prostate cancer (CRPC). Androgen receptor (AR) antagonists and a cytochrome P450 17A1 inhibitor have been used to treat CRPC, but cancer cells readily develop resistance to these drugs. In this study, to improve the therapy of CRPC, we searched for natural compounds which block androgen signaling. Among cinnamic acid derivatives contained in Brazilian green propolis, artepillin C (ArtC) suppressed expressions of androgen-induced prostate-specific antigen and transmembrane protease serine 2 in a dose-dependent manner. Reporter assays revealed that ArtC displayed AR antagonist activity, albeit weaker than an AR antagonist flutamide. In general, aberrant activation of the androgen signaling is involved in the resistance of prostate cancer cells to hormone therapy. Recently, apalutamide, a novel AR antagonist, has been in clinical use, but its drug-resistant cases have been already reported. To search for compounds which overcome the resistance to apalutamide, we established apalutamide-resistant prostate cancer 22Rv1 cells (22Rv1/APA). The 22Rv1/APA cells showed higher AR expression and androgen sensitivity than parental 22Rv1 cells. ArtC inhibited androgen-induced proliferation of 22Rv1/APA cells by suppressing the enhanced androgen signaling through blocking the nuclear translocation of AR. In addition, ArtC potently sensitized the resistant cells to apalutamide by inducing apoptotic cell death due to mitochondrial dysfunction. These results suggest that the intake of Brazilian green propolis containing ArtC improves prostate cancer therapy.
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Affiliation(s)
- Atsumi Ota
- Laboratory of Biochemistry, Department of Biopharmaceutical Sciences, Gifu Pharmaceutical University, Gifu, 501-1196, Gifu, Japan
| | - Mina Kawai
- Laboratory of Biochemistry, Department of Biopharmaceutical Sciences, Gifu Pharmaceutical University, Gifu, 501-1196, Gifu, Japan
| | - Yudai Kudo
- Laboratory of Biochemistry, Department of Biopharmaceutical Sciences, Gifu Pharmaceutical University, Gifu, 501-1196, Gifu, Japan
| | - Jin Segawa
- Laboratory of Biochemistry, Department of Biopharmaceutical Sciences, Gifu Pharmaceutical University, Gifu, 501-1196, Gifu, Japan
| | - Manami Hoshi
- Laboratory of Biochemistry, Department of Biopharmaceutical Sciences, Gifu Pharmaceutical University, Gifu, 501-1196, Gifu, Japan
| | - Shinya Kawano
- Laboratory of Biochemistry, Department of Biopharmaceutical Sciences, Gifu Pharmaceutical University, Gifu, 501-1196, Gifu, Japan
| | - Yuta Yoshino
- Laboratory of Biochemistry, Department of Biopharmaceutical Sciences, Gifu Pharmaceutical University, Gifu, 501-1196, Gifu, Japan
| | - Kenji Ichihara
- Nagaragawa Research Center, API Co., Ltd., Gifu, 502-0071, Japan
| | - Masaki Shiota
- Department of Urology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, 812-8582, Japan
| | - Naohiro Fujimoto
- Department of Urology, University of Occupational and Environmental Health, Kitakyushu, 807-8555, Japan
| | - Toshiyuki Matsunaga
- Laboratory of Bioinformatics, Gifu Pharmaceutical University, Gifu, 502-8585, Japan
| | - Satoshi Endo
- Laboratory of Biochemistry, Department of Biopharmaceutical Sciences, Gifu Pharmaceutical University, Gifu, 501-1196, Gifu, Japan.
| | - Akira Ikari
- Laboratory of Biochemistry, Department of Biopharmaceutical Sciences, Gifu Pharmaceutical University, Gifu, 501-1196, Gifu, Japan
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183
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Zhou H, Zhang T, Chen L, Cui F, Xu C, Peng J, Ma W, Huang J, Sheng X, Liu M, Zhao F. The functional implication of ATF6α in castration-resistant prostate cancer cells. FASEB J 2023; 37:e22758. [PMID: 36607288 DOI: 10.1096/fj.202201347r] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 11/30/2022] [Accepted: 12/22/2022] [Indexed: 01/07/2023]
Abstract
Stress in the endoplasmic reticulum (ER) may perturb proteostasis and activates the unfolded protein response (UPR). UPR activation is frequently observed in cancer cells and is believed to fuel cancer progression. Here, we report that one of the three UPR sensors, ATF6α, was associated with prostate cancer (PCa) development, while both genetic and pharmacological inhibition of ATF6α impaired the survival of castration-resistance PCa (CRPC) cells. Transcriptomic analyses identified the molecular pathways deregulated upon ATF6α depletion, and also discovered considerable disparity in global gene expression between ATF6α knockdown and Ceapin-A7 treatment. In addition, combined analyses of human CRPC bulk RNA-seq and single-cell RNA-seq (scRNA-seq) public datasets confirmed that CRPC tumors with higher ATF6α activity displayed higher androgen receptor (AR) activity, proliferative and neuroendocrine (NE) like phenotypes, as well as immunosuppressive features. Lastly, we identified a 14-gene set as ATF6α NE gene signature with encouraging prognostic power. In conclusion, our results indicate that ATF6α is correlated with PCa progression and is functionally relevant to CRPC cell survival. Both specificity and efficacy of ATF6α inhibitors require further refinement and evaluation.
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Affiliation(s)
- Hongqing Zhou
- The Second Ward of Urology, Qujing Affiliated Hospital of Kunming Medical University, Qujing, China
| | - Tingting Zhang
- Key Laboratory of Environmental Health, Ministry of Education & Ministry of Environmental Protection, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Liang Chen
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Fengzhen Cui
- Key Laboratory of Environmental Health, Ministry of Education & Ministry of Environmental Protection, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Chenxiang Xu
- The Second Ward of Urology, Qujing Affiliated Hospital of Kunming Medical University, Qujing, China
| | - Jiaxi Peng
- The Second Ward of Urology, Qujing Affiliated Hospital of Kunming Medical University, Qujing, China
| | - Weixiang Ma
- Department of Pharmacology, School of Basic Medical Sciences, State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, Fudan University, Shanghai, China
| | - Jirong Huang
- School of Pharmacy, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xia Sheng
- Key Laboratory of Environmental Health, Ministry of Education & Ministry of Environmental Protection, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Mingsheng Liu
- The Second Ward of Urology, Qujing Affiliated Hospital of Kunming Medical University, Qujing, China
| | - Faming Zhao
- Key Laboratory of Environmental Health, Ministry of Education & Ministry of Environmental Protection, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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184
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Jia X, Han X. Targeting androgen receptor degradation with PROTACs from bench to bedside. Biomed Pharmacother 2023; 158:114112. [PMID: 36508999 DOI: 10.1016/j.biopha.2022.114112] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Revised: 11/29/2022] [Accepted: 12/07/2022] [Indexed: 12/14/2022] Open
Abstract
Inhibition of androgen receptor (AR) has been extensively investigated to treat prostate cancer. Resistance mechanisms such as increased levels of androgen production, increased AR gene, enhancer expression and AR point mutations always reduce the clinical efficacy. Design and discovery of small-molecule PROTAC AR degraders have been pursued as a new therapeutic strategy to overcome common resistance mechanisms developed during prostate cancer treatment. In the last two decades, potent and efficacious PROTAC AR degraders have been gotten rapid development and several such compounds have been advanced into preclinical phase and phase I/II trials for the treatment of human prostate cancers. Especially, the first PROTAC to enter the clinic, ARV-110, has shown good clinical effects in patients with mCRPC. This fully demonstrates the high clinical value of PROTAC strategy in treatment of human diseases. Here, we summarized the recent advances in the development of these potential clinical-stage PROTAC AR degraders.
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Affiliation(s)
- Xiaojuan Jia
- The 2nd Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310058, China
| | - Xin Han
- The 2nd Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310058, China.; Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou 310029, China..
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185
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Miyahira AK, Hawley JE, Adelaiye-Ogala R, Calais J, Nappi L, Parikh R, Seibert TM, Wasmuth EV, Wei XX, Pienta KJ, Soule HR. Exploring new frontiers in prostate cancer research: Report from the 2022 Coffey-Holden prostate cancer academy meeting. Prostate 2023; 83:207-226. [PMID: 36443902 DOI: 10.1002/pros.24461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 11/02/2022] [Indexed: 12/03/2022]
Abstract
INTRODUCTION The 2022 Coffey-Holden Prostate Cancer Academy (CHPCA) Meeting, "Exploring New Frontiers in Prostate Cancer Research," was held from June 23 to 26, 2022, at the University of California, Los Angeles, Luskin Conference Center, in Los Angeles, CA. METHODS The CHPCA Meeting is an annual discussion-oriented scientific conference organized by the Prostate Cancer Foundation, that focuses on emerging and next-step topics deemed critical for making the next major advances in prostate cancer research and clinical care. The 2022 CHPCA Meeting included 35 talks over 10 sessions and was attended by 73 academic investigators. RESULTS Major topic areas discussed at the meeting included: prostate cancer diversity and disparities, the impact of social determinants on research and patient outcomes, leveraging real-world and retrospective data, development of artificial intelligence biomarkers, androgen receptor (AR) signaling biology and new strategies for targeting AR, features of homologous recombination deficient prostate cancer, and future directions in immunotherapy and nuclear theranostics. DISCUSSION This article summarizes the scientific presentations from the 2022 CHPCA Meeting, with the goal that dissemination of this knowledge will contribute to furthering global prostate cancer research efforts.
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Affiliation(s)
| | - Jessica E Hawley
- Department of Medicine, Division of Medical Oncology, University of Washington, Seattle, Washington, USA
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Remi Adelaiye-Ogala
- Department of Medicine, Division of Hematology and Oncology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, New York, USA
- Department of Pharmacology and Toxicology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, New York, USA
| | - Jeremie Calais
- Department of Molecular and Medical Pharmacology, Ahmanson Translational Imaging Division, University of California, Los Angeles, Los Angeles, California, USA
| | - Lucia Nappi
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, British Columbia, Canada
- Department of Medical Oncology, BC Cancer, British Columbia, Canada
| | - Ravi Parikh
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania, USA
| | - Tyler M Seibert
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, La Jolla, California, USA
- Department of Radiology, University of California San Diego, La Jolla, California, USA
- Department of Bioengineering, University of California San Diego, La Jolla, California, USA
- Research Service, VA San Diego Healthcare System, San Diego, California, USA
| | - Elizabeth V Wasmuth
- Department of Biochemistry and Structural Biology, University of Texas Health at San Antonio, San Antonio, Texas, USA
| | - Xiao X Wei
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Kenneth J Pienta
- The James Buchanan Brady Urological Institute, The Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Howard R Soule
- Prostate Cancer Foundation, Santa Monica, California, USA
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186
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Sadrkhanloo M, Paskeh MDA, Hashemi M, Raesi R, Motahhary M, Saghari S, Sharifi L, Bokaie S, Mirzaei S, Entezari M, Aref AR, Salimimoghadam S, Rashidi M, Taheriazam A, Hushmandi K. STAT3 signaling in prostate cancer progression and therapy resistance: An oncogenic pathway with diverse functions. Biomed Pharmacother 2023; 158:114168. [PMID: 36916439 DOI: 10.1016/j.biopha.2022.114168] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 12/24/2022] [Accepted: 12/28/2022] [Indexed: 01/05/2023] Open
Abstract
The categorization of cancers demonstrates that prostate cancer is the most common malignancy in men and it causes high death annually. Prostate cancer patients are diagnosed mainly via biomarkers such as PSA test and patients show poor prognosis. Prostate cancer cells rapidly diffuse into different parts of body and their metastasis is also a reason for death. Current therapies for prostate cancer patients include chemotherapy, surgery and radiotherapy as well as targeted therapy. The progression of prostate cancer cells is regulated by different factors that STAT3 signaling is among them. Growth factors and cytokines such as IL-6 can induce STAT3 signaling and it shows carcinogenic impact. Activation of STAT3 signaling occurs in prostate cancer and it promotes malignant behavior of tumor cells. Induction of STAT3 signaling increases glycolysis and proliferation of prostate cancer cells and prevents apoptosis. Furthermore, STAT3 signaling induces EMT mechanism in increasing cancer metastasis. Activation of STAT3 signaling stimulates drug resistance and the limitation of current works is lack of experiment related to role of STAT3 signaling in radio-resistance in prostate tumor. Calcitriol, capsazepine and β-elemonic are among the compounds capable of targeting STAT3 signaling and its inhibition in prostate cancer therapy. In addition to natural products, small molecules targeting STAT3 signaling have been developed in prostate cancer therapy.
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Affiliation(s)
- Mehrdokht Sadrkhanloo
- Faculty of Medicine, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Farhikhtegan Medical Convergence sciences Research Center, Farhikhtegan Hospital Tehran Medical sciences, Islamic Azad University, Tehran, Iran
| | - Mahshid Deldar Abad Paskeh
- Department of Genetics, Faculty of Advanced Science and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Farhikhtegan Medical Convergence sciences Research Center, Farhikhtegan Hospital Tehran Medical sciences, Islamic Azad University, Tehran, Iran
| | - Mehrdad Hashemi
- Department of Genetics, Faculty of Advanced Science and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Farhikhtegan Medical Convergence sciences Research Center, Farhikhtegan Hospital Tehran Medical sciences, Islamic Azad University, Tehran, Iran
| | - Rasoul Raesi
- Department of Health Services Management, Mashhad University of Medical Sciences, Mashhad, Iran; Department of Medical-Surgical Nursing, Mashhad University of Medical Sciences, Mashhad, Iran
| | | | - Sam Saghari
- Department of Health Services Management, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Laleh Sharifi
- Uro-oncology Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Saied Bokaie
- Department of Food Hygiene and Quality Control, Division of Epidemiology & Zoonoses, Faculty of Veterinary Medicine, University of Tehran, Tehran, Iran
| | - Sepideh Mirzaei
- Department of Biology, Faculty of Science, Islamic Azad University, Science and Research Branch, Tehran, Iran
| | - Maliheh Entezari
- Department of Genetics, Faculty of Advanced Science and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Farhikhtegan Medical Convergence sciences Research Center, Farhikhtegan Hospital Tehran Medical sciences, Islamic Azad University, Tehran, Iran
| | - Amir Reza Aref
- Belfer Center for Applied Cancer Science, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA; Translational Sciences, Xsphera Biosciences Inc., 6, Tide Street, Boston, MA 02210, USA
| | - Shokooh Salimimoghadam
- Department of Biochemistry and Molecular Biology, Faculty of Veterinary Medicine, Shahid Chamran University of Ahvaz, Ahvaz, Iran
| | - Mohsen Rashidi
- Department Pharmacology, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Iran; The Health of Plant and Livestock Products Research Center, Mazandaran University of Medical Sciences, Sari, Iran.
| | - Afshin Taheriazam
- Farhikhtegan Medical Convergence sciences Research Center, Farhikhtegan Hospital Tehran Medical sciences, Islamic Azad University, Tehran, Iran; Department of Orthopedics, Faculty of medicine, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran.
| | - Kiavash Hushmandi
- Department of Food Hygiene and Quality Control, Division of Epidemiology & Zoonoses, Faculty of Veterinary Medicine, University of Tehran, Tehran, Iran.
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187
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Manzar N, Ganguly P, Khan UK, Ateeq B. Transcription networks rewire gene repertoire to coordinate cellular reprograming in prostate cancer. Semin Cancer Biol 2023; 89:76-91. [PMID: 36702449 DOI: 10.1016/j.semcancer.2023.01.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 01/04/2023] [Accepted: 01/18/2023] [Indexed: 01/24/2023]
Abstract
Transcription factors (TFs) represent the most commonly deregulated DNA-binding class of proteins associated with multiple human cancers. They can act as transcriptional activators or repressors that rewire the cistrome, resulting in cellular reprogramming during cancer progression. Deregulation of TFs is associated with the onset and maintenance of various cancer types including prostate cancer. An emerging subset of TFs has been implicated in the regulation of multiple cancer hallmarks during tumorigenesis. Here, we discuss the role of key TFs which modulate transcriptional cicuitries involved in the development and progression of prostate cancer. We further highlight the role of TFs associated with key cancer hallmarks, including, chromatin remodeling, genome instability, DNA repair, invasion, and metastasis. We also discuss the pluripotent function of TFs in conferring lineage plasticity, that aids in disease progression to neuroendocrine prostate cancer. At the end, we summarize the current understanding and approaches employed for the therapeutic targeting of TFs and their cofactors in the clinical setups to prevent disease progression.
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Affiliation(s)
- Nishat Manzar
- Molecular Oncology Laboratory, Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur 208016, UP, India
| | - Promit Ganguly
- Molecular Oncology Laboratory, Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur 208016, UP, India
| | - Umar Khalid Khan
- Molecular Oncology Laboratory, Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur 208016, UP, India
| | - Bushra Ateeq
- Molecular Oncology Laboratory, Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur 208016, UP, India; Mehta Family Center for Engineering in Medicine, Indian Institute of Technology Kanpur, Kanpur 208016, India.
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188
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Kepenek F, Can C, Kömek H, Kaplan İ, Gündoğan C, Ebinç S, Güzel Y, Agüloglu N, Karaoglan H, Taşdemir B. Combination of [68Ga]Ga-PSMA PET/CT and [18F]FDG PET/CT in demonstrating dedifferentiation in castration-resistant prostate cancer. MÉDECINE NUCLÉAIRE 2023. [DOI: 10.1016/j.mednuc.2022.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
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189
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Li H, Gigi L, Zhao D. CHD1, a multifaceted epigenetic remodeler in prostate cancer. Front Oncol 2023; 13:1123362. [PMID: 36776288 PMCID: PMC9909554 DOI: 10.3389/fonc.2023.1123362] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 01/11/2023] [Indexed: 01/27/2023] Open
Abstract
Chromatin remodeling proteins contribute to DNA replication, transcription, repair, and recombination. The chromodomain helicase DNA-binding (CHD) family of remodelers plays crucial roles in embryonic development, hematopoiesis, and neurogenesis. As the founding member, CHD1 is capable of assembling nucleosomes, remodeling chromatin structure, and regulating gene transcription. Dysregulation of CHD1 at genetic, epigenetic, and post-translational levels is common in malignancies and other human diseases. Through interacting with different genetic alterations, CHD1 possesses the capabilities to exert oncogenic or tumor-suppressive functions in context-dependent manners. In this Review, we summarize the biochemical properties and dysregulation of CHD1 in cancer cells, and then discuss CHD1's roles in different contexts of prostate cancer, with an emphasis on its crosstalk with diverse signaling pathways. Furthermore, we highlight the potential therapeutic strategies for cancers with dysregulated CHD1. At last, we discuss current research gaps in understanding CHD1's biological functions and molecular basis during disease progression, as well as the modeling systems for biology study and therapeutic development.
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Affiliation(s)
- Haoyan Li
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Loraine Gigi
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
- Texas A&M School of Public Health, Texas A&M University, College Station, TX, United States
| | - Di Zhao
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
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190
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Li X, Berk M, Goins C, Alyamani M, Chung YM, Wang C, Patel M, Rathi N, Zhu Z, Willard B, Stauffer S, Klein E, Sharifi N. BMX controls 3βHSD1 and sex steroid biosynthesis in cancer. J Clin Invest 2023; 133:e163498. [PMID: 36647826 PMCID: PMC9843047 DOI: 10.1172/jci163498] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 10/26/2022] [Indexed: 01/18/2023] Open
Abstract
Prostate cancer is highly dependent on androgens and the androgen receptor (AR). Hormonal therapies inhibit gonadal testosterone production, block extragonadal androgen biosynthesis, or directly antagonize AR. Resistance to medical castration occurs as castration-resistant prostate cancer (CRPC) and is driven by reactivation of the androgen-AR axis. 3β-hydroxysteroid dehydrogenase-1 (3βHSD1) serves as the rate-limiting step for potent androgen synthesis from extragonadal precursors, thereby stimulating CRPC. Genetic evidence in men demonstrates the role of 3βHSD1 in driving CRPC. In postmenopausal women, 3βHSD1 is required for synthesis of aromatase substrates and plays an essential role in breast cancer. Therefore, 3βHSD1 lies at a critical junction for the synthesis of androgens and estrogens, and this metabolic flux is regulated through germline-inherited mechanisms. We show that phosphorylation of tyrosine 344 (Y344) occurs and is required for 3βHSD1 cellular activity and generation of Δ4, 3-keto-substrates of 5α-reductase and aromatase, including in patient tissues. BMX directly interacts with 3βHSD1 and is necessary for enzyme phosphorylation and androgen biosynthesis. In vivo blockade of 3βHSD1 Y344 phosphorylation inhibits CRPC. These findings identify what we believe to be new hormonal therapy pharmacologic vulnerabilities for sex-steroid dependent cancers.
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Affiliation(s)
- Xiuxiu Li
- Genitourinary Malignancies Research Center, Lerner Research Institute
| | - Michael Berk
- Genitourinary Malignancies Research Center, Lerner Research Institute
| | | | - Mohammad Alyamani
- Genitourinary Malignancies Research Center, Lerner Research Institute
| | - Yoon-Mi Chung
- Genitourinary Malignancies Research Center, Lerner Research Institute
| | - Chenyao Wang
- Department of Inflammation and Immunity, Lerner Research Institute
| | - Monaben Patel
- Genitourinary Malignancies Research Center, Lerner Research Institute
| | - Nityam Rathi
- Genitourinary Malignancies Research Center, Lerner Research Institute
| | - Ziqi Zhu
- Genitourinary Malignancies Research Center, Lerner Research Institute
| | | | - Shaun Stauffer
- Center for Therapeutics Discovery, Lerner Research Institute
| | - Eric Klein
- Genitourinary Malignancies Research Center, Lerner Research Institute
- Department of Urology, Glickman Urological and Kidney Institute, and
| | - Nima Sharifi
- Genitourinary Malignancies Research Center, Lerner Research Institute
- Department of Urology, Glickman Urological and Kidney Institute, and
- Department of Hematology and Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, Ohio, USA
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191
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Boulton DP, Caino MC. Mitochondria engage the integrated stress response to promote tumor growth. Oncotarget 2023. [DOI: 10.18632/oncotarget.28372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/27/2023] Open
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192
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Lee SS, Paliouras M, Trifiro MA. Functionalized Carbon Nanoparticles as Theranostic Agents and Their Future Clinical Utility in Oncology. BIOENGINEERING (BASEL, SWITZERLAND) 2023; 10:bioengineering10010108. [PMID: 36671680 PMCID: PMC9854994 DOI: 10.3390/bioengineering10010108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 01/06/2023] [Accepted: 01/10/2023] [Indexed: 01/15/2023]
Abstract
Over the years, research of nanoparticle applications in pre-clinical and clinical applications has greatly advanced our therapeutic and imaging approaches to many diseases, most notably neoplastic disorders. In particular, the innate properties of inorganic nanomaterials, such as gold and iron oxide, as well as carbon-based nanoparticles, have provided the greatest opportunities in cancer theranostics. Carbon nanoparticles can be used as carriers of biological agents to enhance the therapeutic index at a tumor site. Alternatively, they can also be combined with external stimuli, such as light, to induce irreversible physical damaging effects on cells. In this review, the recent advances in carbon nanoparticles and their use in cancer theranostics will be discussed. In addition, the set of evaluations that will be required during their transition from laboratory investigations toward clinical trials will be addressed.
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Affiliation(s)
- Seung S. Lee
- Division of Experimental Medicine, McGill University, Montreal, QC H4A 3J1, Canada
- Lady Davis Institute for Medical Research—Jewish General Hospital, Montreal, QC H4A 3J1, Canada
| | - Miltiadis Paliouras
- Division of Experimental Medicine, McGill University, Montreal, QC H4A 3J1, Canada
- Lady Davis Institute for Medical Research—Jewish General Hospital, Montreal, QC H4A 3J1, Canada
- Department of Medicine, McGill University, Montreal, QC H4A 3J1, Canada
- Department of Oncology, McGill University, Montreal, QC H4A 3J1, Canada
- Correspondence:
| | - Mark A. Trifiro
- Division of Experimental Medicine, McGill University, Montreal, QC H4A 3J1, Canada
- Lady Davis Institute for Medical Research—Jewish General Hospital, Montreal, QC H4A 3J1, Canada
- Department of Medicine, McGill University, Montreal, QC H4A 3J1, Canada
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193
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Sreekumar A, Saini S. Role of transcription factors and chromatin modifiers in driving lineage reprogramming in treatment-induced neuroendocrine prostate cancer. Front Cell Dev Biol 2023; 11:1075707. [PMID: 36711033 PMCID: PMC9879360 DOI: 10.3389/fcell.2023.1075707] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Accepted: 01/02/2023] [Indexed: 01/14/2023] Open
Abstract
Therapy-induced neuroendocrine prostate cancer (NEPC) is a highly lethal variant of prostate cancer that is increasing in incidence with the increased use of next-generation of androgen receptor (AR) pathway inhibitors. It arises via a reversible trans-differentiation process, referred to as neuroendocrine differentiation (NED), wherein prostate cancer cells show decreased expression of AR and increased expression of neuroendocrine (NE) lineage markers including enolase 2 (ENO2), chromogranin A (CHGA) and synaptophysin (SYP). NEPC is associated with poor survival rates as these tumors are aggressive and often metastasize to soft tissues such as liver, lung and central nervous system despite low serum PSA levels relative to disease burden. It has been recognized that therapy-induced NED involves a series of genetic and epigenetic alterations that act in a highly concerted manner in orchestrating lineage switching. In the recent years, we have seen a spurt in research in this area that has implicated a host of transcription factors and epigenetic modifiers that play a role in driving this lineage switching. In this article, we review the role of important transcription factors and chromatin modifiers that are instrumental in lineage reprogramming of prostate adenocarcinomas to NEPC under the selective pressure of various AR-targeted therapies. With an increased understanding of the temporal and spatial interplay of transcription factors and chromatin modifiers and their associated gene expression programs in NEPC, better therapeutic strategies are being tested for targeting NEPC effectively.
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194
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Lin Y, Tan H, Yu G, Zhan M, Xu B. Molecular Mechanisms of Noncoding RNA in the Occurrence of Castration-Resistant Prostate Cancer. Int J Mol Sci 2023; 24:ijms24021305. [PMID: 36674820 PMCID: PMC9860629 DOI: 10.3390/ijms24021305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 12/25/2022] [Accepted: 12/28/2022] [Indexed: 01/12/2023] Open
Abstract
Although several therapeutic options have been shown to improve survival of most patients with prostate cancer, progression to castration-refractory state continues to present challenges in clinics and scientific research. As a highly heterogeneous disease entity, the mechanisms of castration-resistant prostate cancer (CRPC) are complicated and arise from multiple factors. Among them, noncoding RNAs (ncRNAs), the untranslated part of the human transcriptome, are closely related to almost all biological regulation, including tumor metabolisms, epigenetic modifications and immune escape, which has encouraged scientists to investigate their role in CRPC. In clinical practice, ncRNAs, especially miRNAs and lncRNAs, may function as potential biomarkers for diagnosis and prognosis of CRPC. Therefore, understanding the molecular biology of CRPC will help boost a shift in the treatment of CRPC patients. In this review, we summarize the recent findings of miRNAs and lncRNAs, discuss their potential functional mechanisms and highlight their clinical application prospects in CRPC.
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Affiliation(s)
- Yu Lin
- Department of Urology, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200011, China
| | - Haisong Tan
- Department of Urology, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200011, China
| | - Guopeng Yu
- Department of Urology, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200011, China
| | - Ming Zhan
- Department of Urology, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200011, China
- The Core Laboratory in Medical Center of Clinical Research, Department of Molecular Diagnostics & Endocrinology, Shanghai Ninth People’s Hospital, State Key Laboratory of Medical Genomics, Shanghai Jiao Tong University School of Medicine, Shanghai 200011, China
- Correspondence: (M.Z.); (B.X.)
| | - Bin Xu
- Department of Urology, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200011, China
- Correspondence: (M.Z.); (B.X.)
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195
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Hsu DJ, Gao J, Yamaguchi N, Pinzaru A, Wu Q, Mandayam N, Liberti M, Heissel S, Alwaseem H, Tavazoie S, Tavazoie SF. Arginine limitation drives a directed codon-dependent DNA sequence evolution response in colorectal cancer cells. SCIENCE ADVANCES 2023; 9:eade9120. [PMID: 36608131 PMCID: PMC9821863 DOI: 10.1126/sciadv.ade9120] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 12/01/2022] [Indexed: 05/18/2023]
Abstract
Utilization of specific codons varies between organisms. Cancer represents a model for understanding DNA sequence evolution and could reveal causal factors underlying codon evolution. We found that across human cancer, arginine codons are frequently mutated to other codons. Moreover, arginine limitation-a feature of tumor microenvironments-is sufficient to induce arginine codon-switching mutations in human colon cancer cells. Such DNA codon switching events encode mutant proteins with arginine residue substitutions. Mechanistically, arginine limitation caused rapid reduction of arginine transfer RNAs and the stalling of ribosomes over arginine codons. Such selective pressure against arginine codon translation induced an adaptive proteomic shift toward low-arginine codon-containing genes, including specific amino acid transporters, and caused mutational evolution away from arginine codons-reducing translational bottlenecks that occurred during arginine starvation. Thus, environmental availability of a specific amino acid can influence DNA sequence evolution away from its cognate codons and generate altered proteins.
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Affiliation(s)
- Dennis J. Hsu
- Laboratory of Systems Cancer Biology, The Rockefeller University, New York, NY, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jenny Gao
- Laboratory of Systems Cancer Biology, The Rockefeller University, New York, NY, USA
| | - Norihiro Yamaguchi
- Laboratory of Systems Cancer Biology, The Rockefeller University, New York, NY, USA
| | - Alexandra Pinzaru
- Laboratory of Systems Cancer Biology, The Rockefeller University, New York, NY, USA
| | - Qiushuang Wu
- Laboratory of Systems Cancer Biology, The Rockefeller University, New York, NY, USA
| | - Nandan Mandayam
- Laboratory of Systems Cancer Biology, The Rockefeller University, New York, NY, USA
| | - Maria Liberti
- Laboratory of Systems Cancer Biology, The Rockefeller University, New York, NY, USA
| | - Søren Heissel
- Proteomics Resource Center, The Rockefeller University, New York, NY, USA
| | - Hanan Alwaseem
- Proteomics Resource Center, The Rockefeller University, New York, NY, USA
| | - Saeed Tavazoie
- Department of Systems Biology, Columbia University Medical Center, New York, NY, USA
- Department of Biochemistry and Molecular Biophysics, Columbia University, New York, NY, USA
- Department of Biological Sciences, Columbia University, New York, NY, USA
| | - Sohail F. Tavazoie
- Laboratory of Systems Cancer Biology, The Rockefeller University, New York, NY, USA
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196
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Hsu DJ, Gao J, Yamaguchi N, Pinzaru A, Mandayam N, Liberti M, Heissel S, Alwaseem H, Tavazoie S, Tavazoie SF. Arginine limitation causes a directed DNA sequence evolution response in colorectal cancer cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.02.521806. [PMID: 36711568 PMCID: PMC9881871 DOI: 10.1101/2023.01.02.521806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Utilization of specific codons varies significantly across organisms. Cancer represents a model for understanding DNA sequence evolution and could reveal causal factors underlying codon evolution. We found that across human cancer, arginine codons are frequently mutated to other codons. Moreover, arginine restriction-a feature of tumor microenvironments-is sufficient to induce arginine codon-switching mutations in human colon cancer cells. Such DNA codon switching events encode mutant proteins with arginine residue substitutions. Mechanistically, arginine limitation caused rapid reduction of arginine transfer RNAs and the stalling of ribosomes over arginine codons. Such selective pressure against arginine codon translation induced a proteomic shift towards low arginine codon containing genes, including specific amino acid transporters, and caused mutational evolution away from arginine codons-reducing translational bottlenecks that occurred during arginine starvation. Thus, environmental availability of a specific amino acid can influence DNA sequence evolution away from its cognate codons and generate altered proteins.
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Affiliation(s)
- Dennis J. Hsu
- Laboratory of Systems Cancer Biology, The Rockefeller University, New York, NY, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jenny Gao
- Laboratory of Systems Cancer Biology, The Rockefeller University, New York, NY, USA
| | - Norihiro Yamaguchi
- Laboratory of Systems Cancer Biology, The Rockefeller University, New York, NY, USA
| | - Alexandra Pinzaru
- Laboratory of Systems Cancer Biology, The Rockefeller University, New York, NY, USA
| | - Nandan Mandayam
- Laboratory of Systems Cancer Biology, The Rockefeller University, New York, NY, USA
| | - Maria Liberti
- Laboratory of Systems Cancer Biology, The Rockefeller University, New York, NY, USA
| | - Søren Heissel
- Proteomics Resource Center, The Rockefeller University, New York, NY, USA
| | - Hanan Alwaseem
- Proteomics Resource Center, The Rockefeller University, New York, NY, USA
| | - Saeed Tavazoie
- Department of Systems Biology, Columbia University Medical Center, New York, NY, USA
- Department of Biochemistry and Molecular Biophysics, Columbia University, New York, NY USA
| | - Sohail F. Tavazoie
- Laboratory of Systems Cancer Biology, The Rockefeller University, New York, NY, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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197
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Pan J, Ma Z, Liu B, Qian H, Shao X, Liu J, Wang Q, Xue W. Identification of cancer-associated fibroblasts subtypes in prostate cancer. Front Immunol 2023; 14:1133160. [PMID: 37033924 PMCID: PMC10080037 DOI: 10.3389/fimmu.2023.1133160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Accepted: 03/15/2023] [Indexed: 04/11/2023] Open
Abstract
Introduction Cancer-associated fibroblasts (CAFs) are one of the most abundant cell types in tumor microenvironment. However, the phenotypic and functional heterogeneities among CAFs have not been sufficiently investigated in prostate cancer. Methods We obtained and analyzed the single-cell RNA-sequencing data from 26 hormone-sensitive prostate cancer samples and 8 castration-resistant prostate cancer samples, along with the analysis of bulk-sequencing datasets. Furthermore, we performed multicolor immunofluorescence staining to verify the findings from the data analysis. Results We identified two major CAFs subtypes with distinct molecular characteristics and biological functions in prostate cancer microenvironment, namely αSMA+ CAV1+ CAFs-C0 and FN1+ FAP+ CAFs-C1. Another single-cell RNA-sequencing dataset containing 7 bone metastatic prostate cancer samples demonstrated that osteoblasts in the bone metastatic lesions comprised two subtypes with molecular characteristics and biological functions similar to CAFs-C0 and CAFs-C1 in the primary tumor sites. In addition, we discovered a transcriptional factor regulatory network depending on CAFs-C1. CAFs-C1, but not CAFs-C0, was associated with castration resistance and poor prognosis. We also found that CAFs-C1 signature was involved in treatment resistance to immune checkpoint inhibitors. Discussion In summary, our results identified the presence of heterogeneous CAFs subtypes in prostate cancer microenvironment and the potential of specific CAFs subtype as therapeutic target for castration-resistant prostate cancer.
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Affiliation(s)
- Jiahua Pan
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zehua Ma
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Bo Liu
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hongyang Qian
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaoguang Shao
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiazhou Liu
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Qi Wang
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai Key Laboratory for Tumor Microenvironment and Inflammation, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- *Correspondence: Qi Wang, ; Wei Xue,
| | - Wei Xue
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- *Correspondence: Qi Wang, ; Wei Xue,
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198
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Duong TM, Araujo Rincon M, Myneni N, Burleson M. Genetic alterations in MED12 promote castration-resistant prostate cancer through modulation of GLI3 signaling. MOLECULAR BIOLOGY RESEARCH COMMUNICATIONS 2023; 12:63-70. [PMID: 37520466 PMCID: PMC10382901 DOI: 10.22099/mbrc.2023.47346.1828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Subscribe] [Scholar Register] [Indexed: 08/01/2023]
Abstract
Prostate cancer is a disease that depends on androgenic stimulation and is thus commonly treated with androgen deprivation therapy (ADT). ADT is highly successful initially; however, patients inevitably relapse at which point the cancer grows independently of androgens and is termed castration-resistant prostate cancer (CRPC). CRPC develops through various mechanisms, one of these being crosstalk of the androgen receptor (AR) signaling pathway with other signaling pathways. Congruently, prior work has shown that androgen deprivation induces SHH signaling, which subsequently promotes activation of AR-dependent gene expression to promote cell growth. Mechanistically, this crosstalk involves a physical interaction between AR and components of SHH signaling, specifically proteins of the GLI transcription factor family. These findings thus suggest that activation of SHH signaling could promote the recurrence of cell growth in the absence of androgens to ultimately lead to progression towards CRPC. In this study, we have investigated this mechanism in a subset of prostate cancer that harbors genetic alterations within the Mediator subunit 12 (MED12). We found that loss of MED12 promotes the expression of GLI3 target genes which subsequently drives excessive cell growth in the absence of androgens. Thus, we conclude that genetic alterations within MED12 promote CRPC through hyperactivated GLI3 dependent sonic hedgehog signaling.
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Affiliation(s)
- Thu Minh Duong
- Department of Molecular Medicine, UT Health San Antonio, San Antonio, TX, USA
| | | | - Nishanth Myneni
- Department of Biology, University of the Incarnate Word, San Antonio, TX, USA
| | - Marieke Burleson
- Department of Biology, University of the Incarnate Word, San Antonio, TX, USA
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199
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Gano CA, Fatima S, Failes TW, Arndt GM, Sajinovic M, Mahns D, Saedisomeolia A, Coorssen JR, Bucci J, de Souza P, Vafaee F, Scott KF. Anti-cancer potential of synergistic phytochemical combinations is influenced by the genetic profile of prostate cancer cell lines. Front Nutr 2023; 10:1119274. [PMID: 36960209 PMCID: PMC10029761 DOI: 10.3389/fnut.2023.1119274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Accepted: 02/09/2023] [Indexed: 03/10/2023] Open
Abstract
Introduction Despite strong epidemiological evidence that dietary factors modulate cancer risk, cancer control through dietary intervention has been a largely intractable goal for over sixty years. The effect of tumour genotype on synergy is largely unexplored. Methods The effect of seven dietary phytochemicals, quercetin (0-100 μM), curcumin (0-80 μM), genistein, indole-3-carbinol (I3C), equol, resveratrol and epigallocatechin gallate (EGCG) (each 0-200 μM), alone and in all paired combinations om cell viability of the androgen-responsive, pTEN-null (LNCaP), androgen-independent, pTEN-null (PC-3) or androgen-independent, pTEN-positive (DU145) prostate cancer (PCa) cell lines was determined using a high throughput alamarBlue® assay. Synergy, additivity and antagonism were modelled using Bliss additivism and highest single agent equations. Patterns of maximum synergy were identified by polygonogram analysis. Network pharmacology approaches were used to identify interactions with known PCa protein targets. Results Synergy was observed with all combinations. In LNCaP and PC-3 cells, I3C mediated maximum synergy with five phytochemicals, while genistein was maximally synergistic with EGCG. In contrast, DU145 cells showed resveratrol-mediated maximum synergy with equol, EGCG and genistein, with I3C mediating maximum synergy with only quercetin and curcumin. Knockdown of pTEN expression in DU145 cells abrogated the synergistic effect of resveratrol without affecting the synergy profile of I3C and quercetin. Discussion Our study identifies patterns of synergy that are dependent on tumour cell genotype and are independent of androgen signaling but are dependent on pTEN. Despite evident cell-type specificity in both maximally-synergistic combinations and the pathways that phytochemicals modulate, these combinations interact with similar prostate cancer protein targets. Here, we identify an approach that, when coupled with advanced data analysis methods, may suggest optimal dietary phytochemical combinations for individual consumption based on tumour molecular profile.Graphical abstract.
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Affiliation(s)
- Carol A. Gano
- School of Medicine, Western Sydney University, Campbelltown, NSW, Australia
| | - Shadma Fatima
- School of Medicine, Western Sydney University, Campbelltown, NSW, Australia
- Ingham Institute of Applied Medical Research, Liverpool, NSW, Australia
- School of Biotechnology and Biological Sciences, UNSW Sydney, Sydney, NSW, Australia
- Shadma Fatima, ;
| | - Timothy W. Failes
- ACRF Drug Discovery Centre, Children’s Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Gregory M. Arndt
- ACRF Drug Discovery Centre, Children’s Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
- School of Clinical Medicine, UNSW Medicine and Health, UNSW Sydney, Sydney, NSW, Australia
| | - Mila Sajinovic
- Ingham Institute of Applied Medical Research, Liverpool, NSW, Australia
| | - David Mahns
- School of Medicine, Western Sydney University, Campbelltown, NSW, Australia
| | - Ahmad Saedisomeolia
- School of Human Nutrition, McGill University, Sainte Anne-de-Bellevue, QC, Canada
| | - Jens R. Coorssen
- Departments of Health Sciences and Biological Sciences, Faculties of Applied Health Science, and Mathematics and Science, Brock University, St. Catharines, ON, Canada
| | - Joseph Bucci
- St George Hospital Clinical School, UNSW, Kogarah, NSW, Australia
| | - Paul de Souza
- School of Medicine, Western Sydney University, Campbelltown, NSW, Australia
- Ingham Institute of Applied Medical Research, Liverpool, NSW, Australia
| | - Fatemeh Vafaee
- School of Biotechnology and Biological Sciences, UNSW Sydney, Sydney, NSW, Australia
- UNSW Data Science Hub (uDASH), UNSW Sydney, Sydney, NSW, Australia
| | - Kieran F. Scott
- School of Medicine, Western Sydney University, Campbelltown, NSW, Australia
- Ingham Institute of Applied Medical Research, Liverpool, NSW, Australia
- *Correspondence: Kieran F. Scott,
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200
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Nätkin R, Pennanen P, Syvälä H, Bläuer M, Kesseli J, Tammela TLJ, Nykter M, Murtola TJ. Adaptive and non-adaptive gene expression responses in prostate cancer during androgen deprivation. PLoS One 2023; 18:e0281645. [PMID: 36809527 PMCID: PMC9942993 DOI: 10.1371/journal.pone.0281645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 01/30/2023] [Indexed: 02/23/2023] Open
Abstract
Androgen deprivation therapy is the cornerstone treatment of advanced prostate cancer. Eventually prostate cancer cells overcome androgen deprivation therapy, giving rise to castration resistant prostate cancer (CRPC) characterized by increased androgen receptor (AR) activity. Understanding the cellular mechanisms leading to CRPC is needed for development of novel treatments. We used long-term cell cultures to model CRPC; a testosterone-dependent cell line (VCaP-T) and cell line adapted to grow in low testosterone (VCaP-CT). These were used to uncover persistent and adaptive responses to testosterone level. RNA was sequenced to study AR-regulated genes. Expression level changed due to testosterone depletion in 418 genes in VCaP-T (AR-associated genes). To evaluate significance for CRPC growth, we compared which of them were adaptive i.e., restored expression level in VCaP-CT. Adaptive genes were enriched to steroid metabolism, immune response and lipid metabolism. The Cancer Genome Atlas Prostate Adenocarcinoma data were used to assess the association with cancer aggressiveness and progression-free survival. Expressions of 47 AR-associated or association gaining genes were statistically significant markers for progression-free survival. These included genes related to immune response, adhesion and transport. Taken together, we identified and clinically validated multiple genes being linked with progression of prostate cancer and propose several novel risk genes. Possible use as biomarkers or therapeutic targets should be studied further.
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Affiliation(s)
- Reetta Nätkin
- Faculty of Medicine and Health Technology, Prostate Cancer Research Center, Tampere University and Tays Cancer Center, Tampere, Finland
- * E-mail: (RN); (TJM)
| | - Pasi Pennanen
- Faculty of Medicine and Health Technology, Tampere University and Tays Cancer Center, Tampere University Hospital, Tampere, Finland
| | - Heimo Syvälä
- Faculty of Medicine and Health Technology, Tampere University and Tays Cancer Center, Tampere University Hospital, Tampere, Finland
| | - Merja Bläuer
- Tampere University Hospital and Faculty of Medicine and Health Technology, Tampere Pancreas Laboratory and Department of Gastroenterology and Alimentary Tract Surgery, Tampere University, Tampere, Finland
| | - Juha Kesseli
- Faculty of Medicine and Health Technology, Prostate Cancer Research Center, Tampere University and Tays Cancer Center, Tampere, Finland
| | - Teuvo L. J. Tammela
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Department of Urology, Tays Cancer Center, Tampere, Finland
| | - Matti Nykter
- Faculty of Medicine and Health Technology, Prostate Cancer Research Center, Tampere University and Tays Cancer Center, Tampere, Finland
| | - Teemu J. Murtola
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Department of Urology, Tays Cancer Center, Tampere, Finland
- * E-mail: (RN); (TJM)
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