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Ren S, Li J, Dorado J, Sierra A, González-Díaz H, Duardo A, Shen B. From molecular mechanisms of prostate cancer to translational applications: based on multi-omics fusion analysis and intelligent medicine. Health Inf Sci Syst 2024; 12:6. [PMID: 38125666 PMCID: PMC10728428 DOI: 10.1007/s13755-023-00264-5] [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: 08/24/2023] [Accepted: 11/28/2023] [Indexed: 12/23/2023] Open
Abstract
Prostate cancer is the most common cancer in men worldwide and has a high mortality rate. The complex and heterogeneous development of prostate cancer has become a core obstacle in the treatment of prostate cancer. Simultaneously, the issues of overtreatment in early-stage diagnosis, oligometastasis and dormant tumor recognition, as well as personalized drug utilization, are also specific concerns that require attention in the clinical management of prostate cancer. Some typical genetic mutations have been proved to be associated with prostate cancer's initiation and progression. However, single-omic studies usually are not able to explain the causal relationship between molecular alterations and clinical phenotypes. Exploration from a systems genetics perspective is also lacking in this field, that is, the impact of gene network, the environmental factors, and even lifestyle behaviors on disease progression. At the meantime, current trend emphasizes the utilization of artificial intelligence (AI) and machine learning techniques to process extensive multidimensional data, including multi-omics. These technologies unveil the potential patterns, correlations, and insights related to diseases, thereby aiding the interpretable clinical decision making and applications, namely intelligent medicine. Therefore, there is a pressing need to integrate multidimensional data for identification of molecular subtypes, prediction of cancer progression and aggressiveness, along with perosonalized treatment performing. In this review, we systematically elaborated the landscape from molecular mechanism discovery of prostate cancer to clinical translational applications. We discussed the molecular profiles and clinical manifestations of prostate cancer heterogeneity, the identification of different states of prostate cancer, as well as corresponding precision medicine practices. Taking multi-omics fusion, systems genetics, and intelligence medicine as the main perspectives, the current research results and knowledge-driven research path of prostate cancer were summarized.
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Affiliation(s)
- Shumin Ren
- Department of Urology and Institutes for Systems Genetics, West China Hospital, Sichuan University, Chengdu, 610041 China
- Department of Computer Science and Information Technology, University of A Coruña, 15071 A Coruña, Spain
| | - Jiakun Li
- Department of Urology and Institutes for Systems Genetics, West China Hospital, Sichuan University, Chengdu, 610041 China
| | - Julián Dorado
- Department of Computer Science and Information Technology, University of A Coruña, 15071 A Coruña, Spain
| | - Alejandro Sierra
- Department of Computer Science and Information Technology, University of A Coruña, 15071 A Coruña, Spain
- IKERDATA S.L., ZITEK, University of Basque Country UPVEHU, Rectorate Building, 48940 Leioa, Spain
| | - Humbert González-Díaz
- Department of Computer Science and Information Technology, University of A Coruña, 15071 A Coruña, Spain
- IKERDATA S.L., ZITEK, University of Basque Country UPVEHU, Rectorate Building, 48940 Leioa, Spain
| | - Aliuska Duardo
- Department of Computer Science and Information Technology, University of A Coruña, 15071 A Coruña, Spain
- IKERDATA S.L., ZITEK, University of Basque Country UPVEHU, Rectorate Building, 48940 Leioa, Spain
| | - Bairong Shen
- Department of Urology and Institutes for Systems Genetics, West China Hospital, Sichuan University, Chengdu, 610041 China
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Weiss S, Lamy P, Rusan M, Nørgaard M, Ulhøi BP, Knudsen M, Kassentoft CG, Farajzadeh L, Jensen JB, Pedersen JS, Borre M, Sørensen KD. Exploring the tumor genomic landscape of aggressive prostate cancer by whole-genome sequencing of tissue or liquid biopsies. Int J Cancer 2024; 155:298-313. [PMID: 38602058 DOI: 10.1002/ijc.34949] [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: 08/15/2023] [Revised: 01/19/2024] [Accepted: 03/12/2024] [Indexed: 04/12/2024]
Abstract
Treatment resistance remains a major issue in aggressive prostate cancer (PC), and novel genomic biomarkers may guide better treatment selection. Circulating tumor DNA (ctDNA) can provide minimally invasive information about tumor genomes, but the genomic landscape of aggressive PC based on whole-genome sequencing (WGS) of ctDNA remains incompletely characterized. Thus, we here performed WGS of tumor tissue (n = 31) or plasma ctDNA (n = 10) from a total of 41 aggressive PC patients, including 11 hormone-naïve, 15 hormone-sensitive, and 15 castration-resistant patients. Across all variant types, we found progressively more altered tumor genomic profiles in later stages of aggressive PC. The potential driver genes most frequently affected by single-nucleotide variants or insertions/deletions included the known PC-related genes TP53, CDK12, and PTEN and the novel genes COL13A1, KCNH3, and SENP3. Etiologically, aggressive PC was associated with age-related and DNA repair-related mutational signatures. Copy number variants most frequently affected 14q11.2 and 8p21.2, where no well-recognized PC-related genes are located, and also frequently affected regions near the known PC-related genes MYC, AR, TP53, PTEN, and BRCA1. Structural variants most frequently involved not only the known PC-related genes TMPRSS2 and ERG but also the less extensively studied gene in this context, PTPRD. Finally, clinically actionable variants were detected throughout all stages of aggressive PC and in both plasma and tissue samples, emphasizing the potential clinical applicability of WGS of minimally invasive plasma samples. Overall, our study highlights the feasibility of using liquid biopsies for comprehensive genomic characterization as an alternative to tissue biopsies in advanced/aggressive PC.
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Affiliation(s)
- Simone Weiss
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Philippe Lamy
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Maria Rusan
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Immunology, Aarhus University Hospital, Aarhus, Denmark
| | - Maibritt Nørgaard
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | | | - Michael Knudsen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | | | | | - Jørgen Bjerggaard Jensen
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Urology, Gødstrup Hospital, Gødstrup, Denmark
| | - Jakob Skou Pedersen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Bioinformatics Research Centre, Aarhus University, Aarhus, Denmark
| | - Michael Borre
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Urology, Aarhus University Hospital, Aarhus, Denmark
| | - Karina Dalsgaard Sørensen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
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3
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Fan Y, Liu Z, Chen Y, He Z. Homologous Recombination Repair Gene Mutations in Prostate Cancer: Prevalence and Clinical Value. Adv Ther 2024; 41:2196-2216. [PMID: 38767824 PMCID: PMC11133173 DOI: 10.1007/s12325-024-02844-7] [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: 01/30/2024] [Accepted: 03/12/2024] [Indexed: 05/22/2024]
Abstract
Despite advances in our understanding of the molecular landscape of prostate cancer and the development of novel biomarker-driven therapies, the prognosis of patients with metastatic prostate cancer that is resistant to conventional hormonal therapy remains poor. Data suggest that a significant proportion of patients with metastatic castration-resistant prostate cancer (mCRPC) have mutations in homologous recombination repair (HRR) genes and may benefit from poly(ADP-ribose) polymerase (PARP) inhibitors. However, the adoption of HRR gene mutation testing in prostate cancer remains low, meaning there is a missed opportunity to identify patients who may benefit from targeted therapy with PARP inhibition, with or without novel hormonal agents. Here, we review the current knowledge regarding the clinical significance of HRR gene mutations in prostate cancer and discuss the efficacy of PARP inhibition in patients with mCRPC. This comprehensive overview aims to increase the clinical implementation of HRR gene mutation testing and inform future efforts in personalized treatment of prostate cancer.
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Affiliation(s)
- Yu Fan
- Department of Urology, Peking University First Hospital, No. 8 Xishiku Street, Xicheng District, Beijing, China
| | - Zhenhua Liu
- Global Medical Affairs, MSD China, Shanghai, China
| | - Yuke Chen
- Department of Urology, Peking University First Hospital, No. 8 Xishiku Street, Xicheng District, Beijing, China
| | - Zhisong He
- Department of Urology, Peking University First Hospital, No. 8 Xishiku Street, Xicheng District, Beijing, China.
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4
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Anselmino N, Labanca E, Shepherd PD, Dong J, Yang J, Song X, Nandakumar S, Kundra R, Lee C, Schultz N, Zhang J, Araujo JC, Aparicio AM, Subudhi SK, Corn PG, Pisters LL, Ward JF, Davis JW, Vazquez ES, Gueron G, Logothetis CJ, Futreal A, Troncoso P, Chen Y, Navone NM. Integrative Molecular Analyses of the MD Anderson Prostate Cancer Patient-derived Xenograft (MDA PCa PDX) Series. Clin Cancer Res 2024; 30:2272-2285. [PMID: 38488813 PMCID: PMC11094415 DOI: 10.1158/1078-0432.ccr-23-2438] [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: 08/15/2023] [Revised: 10/10/2023] [Accepted: 03/12/2024] [Indexed: 03/28/2024]
Abstract
PURPOSE Develop and deploy a robust discovery platform that encompasses heterogeneity, clinical annotation, and molecular characterization and overcomes the limited availability of prostate cancer models. This initiative builds on the rich MD Anderson (MDA) prostate cancer (PCa) patient-derived xenograft (PDX) resource to complement existing publicly available databases by addressing gaps in clinically annotated models reflecting the heterogeneity of potentially lethal and lethal prostate cancer. EXPERIMENTAL DESIGN We performed whole-genome, targeted, and RNA sequencing in representative samples of the same tumor from 44 PDXs derived from 38 patients linked to donor tumor metadata and corresponding organoids. The cohort includes models derived from different morphologic groups, disease states, and involved organ sites (including circulating tumor cells), as well as paired samples representing heterogeneity or stages before and after therapy. RESULTS The cohort recapitulates clinically reported alterations in prostate cancer genes, providing a data resource for clinical and molecular interrogation of suitable experimental models. Paired samples displayed conserved molecular alteration profiles, suggesting the relevance of other regulatory mechanisms (e.g., epigenomic) influenced by the microenvironment and/or treatment. Transcriptomically, models were grouped on the basis of morphologic classification. DNA damage response-associated mechanisms emerged as differentially regulated between adenocarcinoma and neuroendocrine prostate cancer in a cross-interrogation of PDX/patient datasets. CONCLUSIONS We addressed the gap in clinically relevant prostate cancer models through comprehensive molecular characterization of MDA PCa PDXs, providing a discovery platform that integrates with patient data and benchmarked to therapeutically relevant consensus clinical groupings. This unique resource supports robust hypothesis generation and testing from basic, translational, and clinical perspectives.
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Affiliation(s)
- Nicolas Anselmino
- Department of Genitourinary Medical Oncology and the David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Estefania Labanca
- Department of Genitourinary Medical Oncology and the David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Peter D.A. Shepherd
- Department of Genitourinary Medical Oncology and the David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jiabin Dong
- Department of Genitourinary Medical Oncology and the David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jun Yang
- Department of Genitourinary Medical Oncology and the David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Xiaofei Song
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Subhiksha Nandakumar
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ritika Kundra
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Cindy Lee
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Medicine, Weill Cornell Medical College, New York, New York
| | - Nikolaus Schultz
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jianhua Zhang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - John C. Araujo
- Department of Genitourinary Medical Oncology and the David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ana M. Aparicio
- Department of Genitourinary Medical Oncology and the David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sumit K. Subudhi
- Department of Genitourinary Medical Oncology and the David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Paul G. Corn
- Department of Genitourinary Medical Oncology and the David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Louis L. Pisters
- Department of Urology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - John F. Ward
- Department of Urology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - John W. Davis
- Department of Urology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Elba S. Vazquez
- Universidad de Buenos Aires, Facultad de Ciencias Exactas y Naturales, Departamento de Química Biológica, Laboratorio de Inflamación y Cáncer, Buenos Aires, Argentina
- CONICET- Universidad de Buenos Aires, Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), Buenos Aires, Argentina
| | - Geraldine Gueron
- Universidad de Buenos Aires, Facultad de Ciencias Exactas y Naturales, Departamento de Química Biológica, Laboratorio de Inflamación y Cáncer, Buenos Aires, Argentina
- CONICET- Universidad de Buenos Aires, Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN), Buenos Aires, Argentina
| | - Christopher J. Logothetis
- Department of Genitourinary Medical Oncology and the David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Andrew Futreal
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Patricia Troncoso
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Yu Chen
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Medicine, Weill Cornell Medical College, New York, New York
| | - Nora M. Navone
- Department of Genitourinary Medical Oncology and the David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas MD Anderson Cancer Center, Houston, Texas
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5
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Zhao Y, Zhang B, Ma Y, Guo M, Zhao F, Chen J, Wang B, Jin H, Zhou F, Guan J, Zhao Q, Liu Q, Wang H, Zhao F, Wang X. Distinct molecular profiles drive multifaceted characteristics of colorectal cancer metastatic seeds. J Exp Med 2024; 221:e20231359. [PMID: 38502057 PMCID: PMC10949939 DOI: 10.1084/jem.20231359] [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: 08/02/2023] [Revised: 10/10/2023] [Accepted: 02/08/2024] [Indexed: 03/20/2024] Open
Abstract
Metastasis of primary tumors remains a challenge for early diagnosis and prevention. The cellular properties and molecular drivers of metastatically competent clones within primary tumors remain unclear. Here, we generated 10-16 single cell-derived lines from each of three colorectal cancer (CRC) tumors to identify and characterize metastatic seeds. We found that intrinsic factors conferred clones with distinct metastatic potential and cellular communication capabilities, determining organ-specific metastasis. Poorly differentiated or highly metastatic clones, rather than drug-resistant clones, exhibited poor clinical prognostic impact. Personalized genetic alterations, instead of mutation burden, determined the occurrence of metastatic potential during clonal evolution. Additionally, we developed a gene signature for capturing metastatic potential of primary CRC tumors and demonstrated a strategy for identifying metastatic drivers using isogenic clones with distinct metastatic potential in primary tumors. This study provides insight into the origin and mechanisms of metastasis and will help develop potential anti-metastatic therapeutic targets for CRC patients.
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Affiliation(s)
- Yuanyuan Zhao
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
- Institute for Intelligent Healthcare, Tsinghua University, Beijing, China
| | - Bing Zhang
- Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yiming Ma
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Mengmeng Guo
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
| | - Fuqiang Zhao
- Department of Colorectal Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jianan Chen
- Department of Colorectal Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Bingzhi Wang
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Hua Jin
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
| | - Fulai Zhou
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
| | - Jiawei Guan
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
| | - Qian Zhao
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
| | - Qian Liu
- Department of Colorectal Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Hongying Wang
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Fangqing Zhao
- Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
- Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, China
- Key Laboratory of Systems Biology, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, China
| | - Xia Wang
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
- Institute for Intelligent Healthcare, Tsinghua University, Beijing, China
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6
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Sychev ZE, Day A, Bergom HE, Larson G, Ali A, Ludwig M, Boytim E, Coleman I, Corey E, Plymate SR, Nelson PS, Hwang JH, Drake JM. Unraveling the Global Proteome and Phosphoproteome of Prostate Cancer Patient-Derived Xenografts. Mol Cancer Res 2024; 22:452-464. [PMID: 38345532 PMCID: PMC11063764 DOI: 10.1158/1541-7786.mcr-23-0976] [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: 11/21/2023] [Revised: 01/26/2024] [Accepted: 02/08/2024] [Indexed: 02/21/2024]
Abstract
Resistance to androgen-deprivation therapies leads to metastatic castration-resistant prostate cancer (mCRPC) of adenocarcinoma (AdCa) origin that can transform into emergent aggressive variant prostate cancer (AVPC), which has neuroendocrine (NE)-like features. In this work, we used LuCaP patient-derived xenograft (PDX) tumors, clinically relevant models that reflect and retain key features of the tumor from advanced prostate cancer patients. Here we performed proteome and phosphoproteome characterization of 48 LuCaP PDX tumors and identified over 94,000 peptides and 9,700 phosphopeptides corresponding to 7,738 proteins. We compared 15 NE versus 33 AdCa samples, which included six different PDX tumors for each group in biological replicates, and identified 309 unique proteins and 476 unique phosphopeptides that were significantly altered and corresponded to proteins that are known to distinguish these two phenotypes. Assessment of concordance from PDX tumor-matched protein and mRNA revealed increased dissonance in transcriptionally regulated proteins in NE and metabolite interconversion enzymes in AdCa. IMPLICATIONS Overall, our study highlights the importance of protein-based identification when compared with RNA and provides a rich resource of new and feasible targets for clinical assay development and in understanding the underlying biology of these tumors.
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Affiliation(s)
- Zoi E. Sychev
- Department of Pharmacology, University of Minnesota, Minneapolis, Minnesota
| | - Abderrahman Day
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota
- Institute for Health Informatics, University of Minnesota, Minneapolis, Minnesota
| | - Hannah E. Bergom
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota
| | - Gabrianne Larson
- Department of Pharmacology, University of Minnesota, Minneapolis, Minnesota
| | - Atef Ali
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota
| | - Megan Ludwig
- Department of Pharmacology, University of Minnesota, Minneapolis, Minnesota
| | - Ella Boytim
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota
| | - Ilsa Coleman
- Fred Hutchinson Cancer Center, Seattle, Washington
| | - Eva Corey
- Department of Urology, University of Washington, Seattle, Washington
| | - Stephen R. Plymate
- Department of Urology, University of Washington, Seattle, Washington
- Division of Gerontology and Geriatrics Medicine, University of Washington, Seattle, Washington
- Geriatric Research Education and Clinical Center, Seattle Veterans Affairs Medical Center, Seattle Washington
| | | | - Justin H. Hwang
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota
- Department of Medicine, University of Minnesota Masonic Cancer Center, Minneapolis, Minnesota
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
| | - Justin M. Drake
- Department of Pharmacology, University of Minnesota, Minneapolis, Minnesota
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota
- Department of Urology, University of Minnesota, Minneapolis, Minnesota
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7
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Olmos D, Lorente D, Alameda D, Cattrini C, Romero-Laorden N, Lozano R, Lopez-Casas PP, Jambrina A, Capone C, Vanden Broecke AM, Trevisan M, Van Sanden S, Jürgens A, Herrera-Imbroda B, Castro E. Treatment patterns and outcomes in metastatic castration-resistant prostate cancer patients with and without somatic or germline alterations in homologous recombination repair genes. Ann Oncol 2024; 35:458-472. [PMID: 38417742 DOI: 10.1016/j.annonc.2024.01.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 01/30/2024] [Accepted: 01/31/2024] [Indexed: 03/01/2024] Open
Abstract
BACKGROUND Although germline BRCA mutations have been associated with adverse outcomes in prostate cancer (PC), understanding of the association between somatic/germline alterations in homologous recombination repair (HRR) genes and treatment outcomes in metastatic castration-resistant PC (mCRPC) is limited. The aim of this study was to investigate the prevalence and outcomes associated with somatic/germline HRR alterations, particularly BRCA1/2, in patients initiating first-line (1L) mCRPC treatment with androgen receptor signalling inhibitors (ARSi) or taxanes. PATIENTS AND METHODS Data from 729 mCRPC patients were pooled for CAPTURE from four multicentre observational studies. Eligibility required 1L treatment with ARSi or taxanes, adequate tumour samples and biomarker panel results. Patients underwent paired normal and tumour DNA analyses by next-generation sequencing using a custom gene panel including ATM, BRCA1, BRCA2, BRIP1, CDK12, CHEK2, FANCA, HDAC2, PALB2, RAD51B and RAD54L. Patients were divided into subgroups based on somatic/germline alteration(s): with BRCA1/2 mutations (BRCA); with HRR mutations except BRCA1/2 (HRR non-BRCA); and without HRR alterations (non-HRR). Patients without BRCA1/2 mutations were classified as non-BRCA. Radiographic progression-free survival (rPFS), progression-free survival 2 (PFS2) and overall survival (OS) were assessed. RESULTS Of 729 patients, 96 (13.2%), 127 (17.4%) and 506 (69.4%) were in the BRCA, HRR non-BRCA and non-HRR subgroups, respectively. BRCA patients performed significantly worse for all outcomes than non-HRR or non-BRCA patients (P < 0.05), while PFS2 and OS were significantly shorter for BRCA than HRR non-BRCA patients (P < 0.05). HRR non-BRCA patients also had significantly worse rPFS, PFS2 and OS than non-HRR patients. Exploratory analyses suggested that for BRCA patients, there were no significant differences in outcomes associated with 1L treatment choice (ARSi or taxanes) or with the somatic/germline origin of the alterations. CONCLUSIONS Worse outcomes were observed for mCRPC patients in the BRCA subgroup compared with non-BRCA subgroups, either HRR non-BRCA or non-HRR. Despite its heterogeneity, the HRR non-BRCA subgroup presented worse outcomes than the non-HRR subgroup. Screening early for HRR mutations, especially BRCA1/2, is crucial in improving mCRPC patient prognosis.
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Affiliation(s)
- D Olmos
- Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre, Madrid.
| | - D Lorente
- Instituto Valenciano de Oncología, Valencia; Hospital Provincial de Castellón, Castellón de la Plana
| | - D Alameda
- Instituto de Investigación Biomédica de Málaga, Málaga, Spain
| | - C Cattrini
- Maggiore della Carità University Hospital, Novara, Italy
| | - N Romero-Laorden
- Cátedra UAM-Fundación Instituto Roche de Medicina Personalizada de Precisión, Hospital Universitario de La Princesa, Madrid
| | - R Lozano
- Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), Salamanca, Spain
| | - P P Lopez-Casas
- Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre, Madrid
| | - A Jambrina
- Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre, Madrid
| | - C Capone
- Janssen Inc., Issy-les-Moulineaux, France
| | | | - M Trevisan
- Janssen Pharmaceuticals, Zug, Switzerland
| | | | | | - B Herrera-Imbroda
- Instituto de Investigación Biomédica de Málaga, Málaga, Spain; Hospital Universitario Virgen de la Victoria, Málaga, Spain
| | - E Castro
- Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre, Madrid; Instituto de Investigación Biomédica de Málaga, Málaga, Spain.
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8
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Rawat C, Heemers HV. Alternative splicing in prostate cancer progression and therapeutic resistance. Oncogene 2024; 43:1655-1668. [PMID: 38658776 PMCID: PMC11136669 DOI: 10.1038/s41388-024-03036-x] [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: 02/28/2024] [Revised: 04/11/2024] [Accepted: 04/12/2024] [Indexed: 04/26/2024]
Abstract
Prostate cancer (CaP) remains the second leading cause of cancer deaths in western men. CaP mortality results from diverse molecular mechanisms that mediate resistance to the standard of care treatments for metastatic disease. Recently, alternative splicing has been recognized as a hallmark of CaP aggressiveness. Alternative splicing events cause treatment resistance and aggressive CaP behavior and are determinants of the emergence of the two major types of late-stage treatment-resistant CaP, namely castration-resistant CaP (CRPC) and neuroendocrine CaP (NEPC). Here, we review recent multi-omics data that are uncovering the complicated landscape of alternative splicing events during CaP progression and the impact that different gene transcript isoforms can have on CaP cell biology and behavior. We discuss renewed insights in the molecular machinery by which alternative splicing occurs and contributes to the failure of systemic CaP therapies. The potential for alternative splicing events to serve as diagnostic markers and/or therapeutic targets is explored. We conclude by considering current challenges and promises associated with splicing-modulating therapies, and their potential for clinical translation into CaP patient care.
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Affiliation(s)
- Chitra Rawat
- Department of Cancer Biology, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, 44195, USA
| | - Hannelore V Heemers
- Department of Cancer Biology, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, 44195, USA.
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9
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Bauer M, Schöbel CM, Wickenhauser C, Seliger B, Jasinski-Bergner S. Deciphering the role of alternative splicing in neoplastic diseases for immune-oncological therapies. Front Immunol 2024; 15:1386993. [PMID: 38736877 PMCID: PMC11082354 DOI: 10.3389/fimmu.2024.1386993] [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: 02/16/2024] [Accepted: 04/16/2024] [Indexed: 05/14/2024] Open
Abstract
Alternative splicing (AS) is an important molecular biological mechanism regulated by complex mechanisms involving a plethora of cis and trans-acting elements. Furthermore, AS is tissue specific and altered in various pathologies, including infectious, inflammatory, and neoplastic diseases. Recently developed immuno-oncological therapies include monoclonal antibodies (mAbs) and chimeric antigen receptor (CAR) T cells targeting, among others, immune checkpoint (ICP) molecules. Despite therapeutic successes have been demonstrated, only a limited number of patients showed long-term benefit from these therapies with tumor entity-related differential response rates were observed. Interestingly, splice variants of common immunotherapeutic targets generated by AS are able to completely escape and/or reduce the efficacy of mAb- and/or CAR-based tumor immunotherapies. Therefore, the analyses of splicing patterns of targeted molecules in tumor specimens prior to therapy might help correct stratification, thereby increasing therapy success by antibody panel selection and antibody dosages. In addition, the expression of certain splicing factors has been linked with the patients' outcome, thereby highlighting their putative prognostic potential. Outstanding questions are addressed to translate the findings into clinical application. This review article provides an overview of the role of AS in (tumor) diseases, its molecular mechanisms, clinical relevance, and therapy response.
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Affiliation(s)
- Marcus Bauer
- Institute of Pathology, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Chiara-Maria Schöbel
- Institute for Translational Immunology, Brandenburg Medical School (MHB), Theodor Fontane, Brandenburg an der Havel, Germany
| | - Claudia Wickenhauser
- Institute of Pathology, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Barbara Seliger
- Institute for Translational Immunology, Brandenburg Medical School (MHB), Theodor Fontane, Brandenburg an der Havel, Germany
- Department of Good Manufacturing Practice (GMP) Development & Advanced Therapy Medicinal Products (ATMP) Design, Fraunhofer Institute for Cell Therapy and Immunology (IZI), Leipzig, Germany
- Institute for Medical Immunology, Medical Faculty, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Simon Jasinski-Bergner
- Institute for Translational Immunology, Brandenburg Medical School (MHB), Theodor Fontane, Brandenburg an der Havel, Germany
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10
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Carrolo M, Miranda JAI, Vilhais G, Quintela A, Sousa MFE, Costa DA, Pinto FR. Metastatic organotropism: a brief overview. Front Oncol 2024; 14:1358786. [PMID: 38725618 PMCID: PMC11079203 DOI: 10.3389/fonc.2024.1358786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 04/12/2024] [Indexed: 05/12/2024] Open
Abstract
Organotropism has been known since 1889, yet this vital component of metastasis has predominantly stayed elusive. This mini-review gives an overview of the current understanding of the underlying mechanisms of organotropism and metastases development by focusing on the formation of the pre-metastatic niche, immune defenses against metastases, and genomic alterations associated with organotropism. The particular case of brain metastases is also addressed, as well as the impact of organotropism in cancer therapy. The limited comprehension of the factors behind organotropism underscores the necessity for efficient strategies and treatments to manage metastases.
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Affiliation(s)
| | - João A. I. Miranda
- BioISI – Institute for Biosystems and Integrative Sciences, Faculty of Sciences, University of Lisbon, Lisbon, Portugal
| | | | - António Quintela
- Hematology and Oncology Department, CUF Oncologia, Lisbon, Portugal
| | | | - Diogo Alpuim Costa
- Hematology and Oncology Department, CUF Oncologia, Lisbon, Portugal
- Medical Oncology Department, Hospital de Cascais, Cascais, Portugal
- NOVA Medical School, Faculdade de Ciências Médicas, Lisbon, Portugal
| | - Francisco R. Pinto
- BioISI – Institute for Biosystems and Integrative Sciences, Faculty of Sciences, University of Lisbon, Lisbon, Portugal
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11
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Turnham DJ, Mullen MS, Bullock NP, Gilroy KL, Richards AE, Patel R, Quintela M, Meniel VS, Seaton G, Kynaston H, Clarkson RWE, Phesse TJ, Nelson PS, Haffner MC, Staffurth JN, Pearson HB. Development and Characterisation of a New Patient-Derived Xenograft Model of AR-Negative Metastatic Castration-Resistant Prostate Cancer. Cells 2024; 13:673. [PMID: 38667288 PMCID: PMC11049137 DOI: 10.3390/cells13080673] [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: 12/22/2023] [Revised: 03/26/2024] [Accepted: 04/10/2024] [Indexed: 04/28/2024] Open
Abstract
As the treatment landscape for prostate cancer gradually evolves, the frequency of treatment-induced neuroendocrine prostate cancer (NEPC) and double-negative prostate cancer (DNPC) that is deficient for androgen receptor (AR) and neuroendocrine (NE) markers has increased. These prostate cancer subtypes are typically refractory to AR-directed therapies and exhibit poor clinical outcomes. Only a small range of NEPC/DNPC models exist, limiting our molecular understanding of this disease and hindering our ability to perform preclinical trials exploring novel therapies to treat NEPC/DNPC that are urgently needed in the clinic. Here, we report the development of the CU-PC01 PDX model that represents AR-negative mCRPC with PTEN/RB/PSMA loss and CTNN1B/TP53/BRCA2 genetic variants. The CU-PC01 model lacks classic NE markers, with only focal and/or weak expression of chromogranin A, INSM1 and CD56. Collectively, these findings are most consistent with a DNPC phenotype. Ex vivo and in vivo preclinical studies revealed that CU-PC01 PDX tumours are resistant to mCRPC standard-of-care treatments enzalutamide and docetaxel, mirroring the donor patient's treatment response. Furthermore, short-term CU-PC01 tumour explant cultures indicate this model is initially sensitive to PARP inhibition with olaparib. Thus, the CU-PC01 PDX model provides a valuable opportunity to study AR-negative mCRPC biology and to discover new treatment avenues for this hard-to-treat disease.
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Affiliation(s)
- Daniel J. Turnham
- The European Cancer Stem Cell Research Institute, School of Biosciences, Cardiff University, Hadyn Ellis Building, Cardiff CF24 4HQ, UK
| | - Manisha S. Mullen
- The European Cancer Stem Cell Research Institute, School of Biosciences, Cardiff University, Hadyn Ellis Building, Cardiff CF24 4HQ, UK
| | - Nicholas P. Bullock
- The European Cancer Stem Cell Research Institute, School of Biosciences, Cardiff University, Hadyn Ellis Building, Cardiff CF24 4HQ, UK
| | | | - Anna E. Richards
- The European Cancer Stem Cell Research Institute, School of Biosciences, Cardiff University, Hadyn Ellis Building, Cardiff CF24 4HQ, UK
| | - Radhika Patel
- Division of Human Biology and Clinical Research, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Marcos Quintela
- The European Cancer Stem Cell Research Institute, School of Biosciences, Cardiff University, Hadyn Ellis Building, Cardiff CF24 4HQ, UK
| | - Valerie S. Meniel
- The European Cancer Stem Cell Research Institute, School of Biosciences, Cardiff University, Hadyn Ellis Building, Cardiff CF24 4HQ, UK
| | - Gillian Seaton
- The European Cancer Stem Cell Research Institute, School of Biosciences, Cardiff University, Hadyn Ellis Building, Cardiff CF24 4HQ, UK
| | - Howard Kynaston
- Division of Cancer and Genetics, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
- Department of Urology, Cardiff and Vale University Health Board, University Hospital of Wales, Cardiff CF14 4XW, UK
| | - Richard W. E. Clarkson
- The European Cancer Stem Cell Research Institute, School of Biosciences, Cardiff University, Hadyn Ellis Building, Cardiff CF24 4HQ, UK
| | - Toby J. Phesse
- The European Cancer Stem Cell Research Institute, School of Biosciences, Cardiff University, Hadyn Ellis Building, Cardiff CF24 4HQ, UK
- The Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Melbourne, VIC 3000, Australia
| | - Peter S. Nelson
- Division of Human Biology and Clinical Research, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA 98195, USA
- Department of Urology, University of Washington, Seattle, WA 98195, USA
- Department of Medicine, University of Washington, Seattle, WA 98195, USA
| | - Michael C. Haffner
- Division of Human Biology and Clinical Research, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA 98195, USA
| | - John N. Staffurth
- Division of Cancer and Genetics, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK
| | - Helen B. Pearson
- The European Cancer Stem Cell Research Institute, School of Biosciences, Cardiff University, Hadyn Ellis Building, Cardiff CF24 4HQ, UK
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12
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Hamid AA, Sweeney CJ, Hovens C, Corcoran N, Azad AA. Precision medicine for prostate cancer: An international perspective. Urol Oncol 2024:S1078-1439(24)00334-X. [PMID: 38614920 DOI: 10.1016/j.urolonc.2024.02.004] [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: 09/18/2023] [Revised: 02/07/2024] [Accepted: 02/14/2024] [Indexed: 04/15/2024]
Abstract
Greater personalization of cancer medicine continues to shape therapy development and patient selection accordingly. The treatment of prostate cancer has evolved considerably since the discovery of androgen deprivation therapy. The comprehensive profiling of the prostate cancer genome has mapped the targetable molecular landscape of the disease and identified opportunities for the implementation of novel and combination therapies. In this review, we provide an overview of the molecular biology of prostate cancer and tools developed to aid prognostication and prediction of therapy benefit. Modern treatment of advanced prostate cancer is reviewed as a paradigm of increasing precision-informed approach to patient care, and must be considered on a global scale with respect to the state of science and care delivery.
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Affiliation(s)
- Anis A Hamid
- Genitourinary Oncology Service, Memorial Sloan Kettering Cancer Center, New York, NY; Department of Surgery, University of Melbourne, Melbourne, Australia.
| | | | | | - Niall Corcoran
- Department of Surgery, University of Melbourne, Melbourne, Australia
| | - Arun A Azad
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia; Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia
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13
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Hu J, Chen X, Sun F, Liu L, Liu L, Yang Z, Zhang H, Yu Z, Zhao R, Wang Y, Liu H, Yang X, Sun F, Han B. Identification of recurrent BRAF non-V600 mutations in intraductal carcinoma of the prostate in Chinese populations. Neoplasia 2024; 50:100983. [PMID: 38417222 PMCID: PMC10904907 DOI: 10.1016/j.neo.2024.100983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 02/20/2024] [Accepted: 02/21/2024] [Indexed: 03/01/2024]
Abstract
While BRAF alterations have been established as a driver in various solid malignancies, the characterization of BRAF alterations in prostate cancer (PCa) has not been thoroughly interrogated. By bioinformatics analysis, we first found that BRAF alterations were associated with advanced PCa and exhibited mutually exclusive pattern with ERG alteration across multiple cohorts. Of the most interest, recurrent non-V600 BRAF mutations were found in 3 of 21 (14.3 %) PCa patients demonstrating IDC-P morphology. Furthermore, experimental overexpression of BRAFK601E and BRAFL597R exhibited emergence of oncogenic phenotypes with intensified MAPK signaling in vitro, which could be targeted by MEK inhibitors. Comparison of the incidence of BRAF alterations in IDC-P between western and Chinese ancestry revealed an increased prevalence in the Chinese population. The BRAF mutation may represent important genetic alteration in a subset of IDC-P, highlighting the role of MAPK signaling pathway in this subtype of PCa. To the best of knowledge, this is the first description of non-V600 BRAF mutation in setting of IDC-P, which may in part explain the aggressive phenotype seen in IDC-P and could also bring more treatment options for PCa patients with IDC-P harboring such mutations.
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Affiliation(s)
- Jing Hu
- Department of Pathology, Qilu Hospital of Shandong University, Jinan, Shandong 250012, China; Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Xinyi Chen
- Department of Pathology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Medical Group) Qingdao, Shandong, China; The Key Laboratory of Experimental Teratology, Ministry of Education and Department of Pathology, School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Feifei Sun
- Department of Pathology, Qilu Hospital of Shandong University, Jinan, Shandong 250012, China
| | - Lili Liu
- Department of Pathology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Medical Group) Qingdao, Shandong, China
| | - Long Liu
- Department of Pathology, Qilu Hospital of Shandong University, Jinan, Shandong 250012, China
| | - Zimeng Yang
- Department of Taekwondo, Art, Design, & Physical Education, Chosun University, Gwangju, Republic of Korea
| | - Hanwen Zhang
- The Key Laboratory of Experimental Teratology, Ministry of Education and Department of Pathology, School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Zeyuan Yu
- The Key Laboratory of Experimental Teratology, Ministry of Education and Department of Pathology, School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Ru Zhao
- Department of Pathology, Qilu Hospital of Shandong University, Jinan, Shandong 250012, China
| | - Yueyao Wang
- The Key Laboratory of Experimental Teratology, Ministry of Education and Department of Pathology, School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Hui Liu
- Department of Pathology, Qilu Hospital of Shandong University, Jinan, Shandong 250012, China
| | - Xiaorong Yang
- Clinical Epidemiology Unit, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Fusheng Sun
- Department of Pathology, Shandong Provincial Qianfoshan Hospital, Jinan, Shandong, China
| | - Bo Han
- Department of Pathology, Qilu Hospital of Shandong University, Jinan, Shandong 250012, China; The Key Laboratory of Experimental Teratology, Ministry of Education and Department of Pathology, School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.
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14
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Arriaga JM, Ronaldson-Bouchard K, Picech F, Nunes de Almeida F, Afari S, Chhouri H, Vunjak-Novakovic G, Abate-Shen C. In vivo genome-wide CRISPR screening identifies CITED2 as a driver of prostate cancer bone metastasis. Oncogene 2024; 43:1303-1315. [PMID: 38454137 PMCID: PMC11101692 DOI: 10.1038/s41388-024-02995-5] [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: 08/07/2023] [Revised: 02/21/2024] [Accepted: 02/26/2024] [Indexed: 03/09/2024]
Abstract
Most cancer deaths are due to metastatic dissemination to distant organs. Bone is the most frequently affected organ in metastatic prostate cancer and a major cause of prostate cancer deaths. Yet, our partial understanding of the molecular factors that drive bone metastasis has been a limiting factor for developing preventative and therapeutic strategies to improve patient survival and well-being. Although recent studies have uncovered molecular alterations that occur in prostate cancer metastasis, their functional relevance for bone metastasis is not well understood. Using genome-wide CRISPR activation and inhibition screens we have identified multiple drivers and suppressors of prostate cancer metastasis. Through functional validation, including an innovative organ-on-a-chip invasion platform for studying bone tropism, our study identifies the transcriptional modulator CITED2 as a novel driver of prostate cancer bone metastasis and uncovers multiple new potential molecular targets for bone metastatic disease.
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Affiliation(s)
- Juan M Arriaga
- Department of Molecular Pharmacology and Therapeutics, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, 10032, USA.
- Department of Oncological Sciences, Department of Urology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
| | | | - Florencia Picech
- Department of Molecular Pharmacology and Therapeutics, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Francisca Nunes de Almeida
- Department of Molecular Pharmacology and Therapeutics, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Stephanie Afari
- Department of Molecular Pharmacology and Therapeutics, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Houssein Chhouri
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Gordana Vunjak-Novakovic
- Department of Biomedical Engineering, Columbia University, New York, NY, 10032, USA
- Department of Medicine, Vagelos College of Physicians and Surgeons, Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - Cory Abate-Shen
- Departments of Molecular Pharmacology and Therapeutics, Urology, Medicine, Pathology & Cell Biology, and Systems Biology, Herbert Irving Comprehensive Cancer Center, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, 10032, USA.
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15
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Parolia A, Eyunni S, Verma BK, Young E, Liu L, George J, Aras S, Das CK, Mannan R, Rasool RU, Luo J, Carson SE, Mitchell-Velasquez E, Liu Y, Xiao L, Gajjala PR, Jaber M, Wang X, He T, Qiao Y, Pang M, Zhang Y, Alhusayan M, Cao X, Tavana O, Hou C, Wang Z, Ding K, Chinnaiyan AM, Asangani IA. NSD2 is a requisite subunit of the AR/FOXA1 neo-enhanceosome in promoting prostate tumorigenesis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.22.581560. [PMID: 38464251 PMCID: PMC10925163 DOI: 10.1101/2024.02.22.581560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
The androgen receptor (AR) is a ligand-responsive transcription factor that binds at enhancers to drive terminal differentiation of the prostatic luminal epithelia. By contrast, in tumors originating from these cells, AR chromatin occupancy is extensively reprogrammed to drive hyper-proliferative, metastatic, or therapy-resistant phenotypes, the molecular mechanisms of which remain poorly understood. Here, we show that the tumor-specific enhancer circuitry of AR is critically reliant on the activity of Nuclear Receptor Binding SET Domain Protein 2 (NSD2), a histone 3 lysine 36 di-methyltransferase. NSD2 expression is abnormally gained in prostate cancer cells and its functional inhibition impairs AR trans-activation potential through partial off-loading from over 40,000 genomic sites, which is greater than 65% of the AR tumor cistrome. The NSD2-dependent AR sites distinctly harbor a chimeric AR-half motif juxtaposed to a FOXA1 element. Similar chimeric motifs of AR are absent at the NSD2-independent AR enhancers and instead contain the canonical palindromic motifs. Meta-analyses of AR cistromes from patient tumors uncovered chimeric AR motifs to exclusively participate in tumor-specific enhancer circuitries, with a minimal role in the physiological activity of AR. Accordingly, NSD2 inactivation attenuated hallmark cancer phenotypes that were fully reinstated upon exogenous NSD2 re-expression. Inactivation of NSD2 also engendered increased dependency on its paralog NSD1, which independently maintained AR and MYC hyper-transcriptional programs in cancer cells. Concordantly, a dual NSD1/2 PROTAC degrader, called LLC0150, was preferentially cytotoxic in AR-dependent prostate cancer as well as NSD2-altered hematologic malignancies. Altogether, we identify NSD2 as a novel subunit of the AR neo-enhanceosome that wires prostate cancer gene expression programs, positioning NSD1/2 as viable paralog co-targets in advanced prostate cancer.
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Affiliation(s)
- Abhijit Parolia
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
- Department of Urology, University of Michigan, Ann Arbor, MI, USA
| | - Sanjana Eyunni
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
- Molecular and Cellular Pathology Program, University of Michigan, Ann Arbor, MI, USA
- These authors contributed equally
| | - Brijesh Kumar Verma
- Department of Cancer Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- These authors contributed equally
| | - Eleanor Young
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Lianchao Liu
- State Key Laboratory of Bioorganic and Natural Products Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, Shanghai, China
| | - James George
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Shweta Aras
- Department of Cancer Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Chandan Kanta Das
- Department of Cancer Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Rahul Mannan
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Reyaz ur Rasool
- Department of Cancer Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jie Luo
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Sandra E. Carson
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Erick Mitchell-Velasquez
- Department of Cancer Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Yihan Liu
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
- Cancer Biology Program, University of Michigan, Ann Arbor, MI, USA
| | - Lanbo Xiao
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Prathibha R. Gajjala
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Mustapha Jaber
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Xiaoju Wang
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Tongchen He
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Yuanyuan Qiao
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Matthew Pang
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Yuping Zhang
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Mohammed Alhusayan
- Department of Cancer Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Xuhong Cao
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
- Howard Hughes Medical Institute, University of Michigan, Ann Arbor, MI, USA
| | - Omid Tavana
- Bioscience, Research and Early Development, Oncology R&D, AstraZeneca, Waltham, MA, USA
| | - Caiyun Hou
- State Key Laboratory of Bioorganic and Natural Products Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, Shanghai, China
| | - Zhen Wang
- State Key Laboratory of Bioorganic and Natural Products Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, Shanghai, China
| | - Ke Ding
- State Key Laboratory of Bioorganic and Natural Products Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, Shanghai, China
| | - Arul M. Chinnaiyan
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
- Department of Urology, University of Michigan, Ann Arbor, MI, USA
- Howard Hughes Medical Institute, University of Michigan, Ann Arbor, MI, USA
| | - Irfan A. Asangani
- Department of Cancer Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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16
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Ma T, Wang J. GraphPath: a graph attention model for molecular stratification with interpretability based on the pathway-pathway interaction network. Bioinformatics 2024; 40:btae165. [PMID: 38530778 PMCID: PMC11007237 DOI: 10.1093/bioinformatics/btae165] [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: 09/22/2023] [Revised: 02/22/2024] [Accepted: 03/22/2024] [Indexed: 03/28/2024] Open
Abstract
MOTIVATION Studying the molecular heterogeneity of cancer is essential for achieving personalized therapy. At the same time, understanding the biological processes that drive cancer development can lead to the identification of valuable therapeutic targets. Therefore, achieving accurate and interpretable clinical predictions requires paramount attention to thoroughly characterizing patients at both the molecular and biological pathway levels. RESULTS Here, we present GraphPath, a biological knowledge-driven graph neural network with multi-head self-attention mechanism that implements the pathway-pathway interaction network. We train GraphPath to classify the cancer status of patients with prostate cancer based on their multi-omics profiling. Experiment results show that our method outperforms P-NET and other baseline methods. Besides, two external cohorts are used to validate that the model can be generalized to unseen samples with adequate predictive performance. We reduce the dimensionality of latent pathway embeddings and visualize corresponding classes to further demonstrate the optimal performance of the model. Additionally, since GraphPath's predictions are interpretable, we identify target cancer-associated pathways that significantly contribute to the model's predictions. Such a robust and interpretable model has the potential to greatly enhance our understanding of cancer's biological mechanisms and accelerate the development of targeted therapies. AVAILABILITY AND IMPLEMENTATION https://github.com/amazingma/GraphPath.
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Affiliation(s)
- Teng Ma
- Hunan Provincial Key Lab on Bioinformatics, School of Computer Science and Engineering, Central South University, Changsha 41083, Hunan, China
| | - Jianxin Wang
- Hunan Provincial Key Lab on Bioinformatics, School of Computer Science and Engineering, Central South University, Changsha 41083, Hunan, China
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17
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Yuan H, Cai R, Chen B, Wang Q, Wang M, An J, An W, Tao Y, Yu J, Jiang B, Zhang Y, Xu M. Acetylated KHSRP impairs DNA-damage-response-related mRNA decay and facilitates prostate cancer tumorigenesis. Mol Oncol 2024. [PMID: 38501452 DOI: 10.1002/1878-0261.13634] [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: 10/22/2023] [Revised: 01/28/2024] [Accepted: 03/08/2024] [Indexed: 03/20/2024] Open
Abstract
Androgen-regulated DNA damage response (DDR) is one of the essential mechanisms in prostate cancer (PCa), a hormone-sensitive disease. The heterogeneous nuclear ribonucleoprotein K (hnRNPK)-homology splicing regulatory protein known as far upstream element-binding protein 2 (KHSRP) is an RNA-binding protein that can attach to AU-rich elements in the 3' untranslated region (3'-UTR) of messenger RNAs (mRNAs) to mediate mRNA decay and emerges as a critical regulator in the DDR to preserve genome integrity. Nevertheless, how KHSRP responds to androgen-regulated DDR in PCa development remains unclear. This study found that androgen can significantly induce acetylation of KHSRP, which intrinsically drives tumor growth in xenografted mice. Moreover, enhanced KHSRP acetylation upon androgen stimuli impedes KHSRP-regulated DDR gene expression, as seen by analyzing RNA sequencing (RNA-seq) and Gene Set Enrichment Analysis (GSEA) datasets. Additionally, NAD-dependent protein deacetylase sirtuin-7 (SIRT7) is a promising deacetylase of KHSRP, and androgen stimuli impairs its interaction with KHSRP to sustain the increased KHSRP acetylation level in PCa. We first report the acetylation of KHSRP induced by androgen, which interrupts the KHSRP-regulated mRNA decay of the DDR-related genes to promote the tumorigenesis of PCa. This study provides insight into KHSRP biology and potential therapeutic strategies for PCa treatment, particularly that of castration-resistant PCa.
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Affiliation(s)
- Haihua Yuan
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, China
- Shanghai Institute of Precision Medicine, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, China
| | - Renjie Cai
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, China
- Shanghai Institute of Precision Medicine, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, China
| | - Biying Chen
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, China
- Shanghai Institute of Precision Medicine, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, China
| | - Qian Wang
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, China
- Shanghai Institute of Precision Medicine, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, China
| | - Mengting Wang
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, China
| | - Junyi An
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, China
| | - Weishu An
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, China
| | - Ye Tao
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, China
- Shanghai Institute of Precision Medicine, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, China
| | - Jianxiu Yu
- Department of Biochemistry and Molecular Cell Biology, Shanghai Key Laboratory of Tumor Microenvironment and Inflammation, Shanghai Jiao Tong University School of Medicine, China
| | - Bin Jiang
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, China
| | - Yanjie Zhang
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, China
- Shanghai Institute of Precision Medicine, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, China
| | - Ming Xu
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, China
- Shanghai Institute of Precision Medicine, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, China
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18
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Cai H, Zhang B, Ahrenfeldt J, Joseph JV, Riedel M, Gao Z, Thomsen SK, Christensen DS, Bak RO, Hager H, Vendelbo MH, Gao X, Birkbak N, Thomsen MK. CRISPR/Cas9 model of prostate cancer identifies Kmt2c deficiency as a metastatic driver by Odam/Cabs1 gene cluster expression. Nat Commun 2024; 15:2088. [PMID: 38453924 PMCID: PMC10920892 DOI: 10.1038/s41467-024-46370-0] [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: 06/02/2023] [Accepted: 02/20/2024] [Indexed: 03/09/2024] Open
Abstract
Metastatic prostate cancer (PCa) poses a significant therapeutic challenge with high mortality rates. Utilizing CRISPR-Cas9 in vivo, we target five potential tumor suppressor genes (Pten, Trp53, Rb1, Stk11, and RnaseL) in the mouse prostate, reaching humane endpoint after eight weeks without metastasis. By further depleting three epigenetic factors (Kmt2c, Kmt2d, and Zbtb16), lung metastases are present in all mice. While whole genome sequencing reveals few mutations in coding sequence, RNA sequencing shows significant dysregulation, especially in a conserved genomic region at chr5qE1 regulated by KMT2C. Depleting Odam and Cabs1 in this region prevents metastasis. Notably, the gene expression signatures, resulting from our study, predict progression-free and overall survival and distinguish primary and metastatic human prostate cancer. This study emphasizes positive genetic interactions between classical tumor suppressor genes and epigenetic modulators in metastatic PCa progression, offering insights into potential treatments.
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Affiliation(s)
- Huiqiang Cai
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Bin Zhang
- Computational Bioscience Research Center, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
- Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Johanne Ahrenfeldt
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Justin V Joseph
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Maria Riedel
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Zongliang Gao
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Sofie K Thomsen
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Ditte S Christensen
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Rasmus O Bak
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Henrik Hager
- Department of Pathology, Aarhus University Hospital, Aarhus, Denmark
| | - Mikkel H Vendelbo
- Department of Nuclear Medicine & PET Centre, Aarhus University Hospital, Aarhus, Denmark
| | - Xin Gao
- Computational Bioscience Research Center, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
- Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Nicolai Birkbak
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Martin K Thomsen
- Department of Biomedicine, Aarhus University, Aarhus, Denmark.
- Aarhus Institute of Advanced Studies (AIAS), Aarhus University, Aarhus, Denmark.
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19
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Agarwal N, Saad F, Azad AA, Mateo J, Matsubara N, Shore ND, Chakrabarti J, Chen HC, Lanzalone S, Niyazov A, Fizazi K. TALAPRO-3 clinical trial protocol: phase III study of talazoparib plus enzalutamide in metastatic castration-sensitive prostate cancer. Future Oncol 2024; 20:493-505. [PMID: 37882449 DOI: 10.2217/fon-2023-0526] [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] [Indexed: 10/27/2023] Open
Abstract
Poly(ADP-ribose) polymerase inhibitors in combination with androgen-receptor signaling inhibitors are a promising therapeutic option for patients with metastatic castration-sensitive prostate cancer (mCSPC) and homologous recombination repair (HRR) gene alterations. Here, we describe the design and rationale of the multinational, phase III, TALAPRO-3 study comparing talazoparib plus enzalutamide versus placebo plus enzalutamide in patients with mCSPC and HRR gene alterations. The primary end point is investigator-assessed radiographic progression-free survival (rPFS) per RECIST 1.1 in soft tissue, or per PCWG3 criteria in bone. The TALAPRO-3 study will demonstrate whether the addition of talazoparib can improve the efficacy of enzalutamide as assessed by rPFS in patients with mCSPC and HRR gene alterations undergoing androgen deprivation therapy. Clinical Trial Registration:NCT04821622 (ClinicalTrials.gov) Registry Name: Study of Talazoparib With Enzalutamide in Men With DDR Gene Mutated mCSPC. Date of Registration: 29 March 2021.
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Affiliation(s)
- Neeraj Agarwal
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA
| | - Fred Saad
- University of Montréal Hospital Center, Montréal, Québec, H2L 4M1, Canada
| | - Arun A Azad
- Peter MacCallum Cancer Centre, Melbourne, Victoria, 3000, Australia
| | - Joaquin Mateo
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, 08035, Barcelona, Spain
| | | | - Neal D Shore
- Carolina Urologic Research Center, Myrtle Beach, SC 29572, USA
| | | | | | | | | | - Karim Fizazi
- Institut Gustave Roussy, University of Paris Sud, Villejuif, 94800, France
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20
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Skotheim RI, Bogaard M, Carm KT, Axcrona U, Axcrona K. Prostate cancer: Molecular aspects, consequences, and opportunities of the multifocal nature. Biochim Biophys Acta Rev Cancer 2024; 1879:189080. [PMID: 38272101 DOI: 10.1016/j.bbcan.2024.189080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 01/17/2024] [Accepted: 01/22/2024] [Indexed: 01/27/2024]
Abstract
Prostate cancer is unique compared to other major cancers due to the presence of multiple primary malignant foci in the majority of patients at the time of diagnosis. Each malignant focus has distinct somatic mutations and gene expression patterns, which represents a challenge for the development of prognostic tests for localized prostate cancer. Additionally, the molecular heterogeneity of advanced prostate cancer has important implications for management, particularly for patients with metastatic and locally recurrent cancer. Studies have shown that prostate cancers with mutations in DNA damage response genes are more sensitive to drugs inhibiting the poly ADP-ribose polymerase (PARP) enzyme. However, testing for such mutations should consider both spatial and temporal heterogeneity. Here, we summarize studies where multiregional genomics and transcriptomics analyses have been performed for primary prostate cancer. We further discuss the vast interfocal heterogeneity and how prognostic biomarkers and a molecular definition of the index tumor should be developed. The concept of focal treatments in prostate cancer has been evolving as a demand from patients and clinicians and is one example where there is a need for defining an index tumor. Here, biomarkers must have proven value for individual malignant foci. The potential discovery and implementation of biomarkers that are agnostic to heterogeneity are also explored as an alternative to multisample testing. Thus, deciding upon whole-organ treatment, such as radical prostatectomy, should depend on information from biomarkers which are informative for the whole organ.
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Affiliation(s)
- Rolf I Skotheim
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway; Department of Informatics, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway.
| | - Mari Bogaard
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway; Department of Pathology, Oslo University Hospital, Oslo, Norway
| | - Kristina T Carm
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Ulrika Axcrona
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway; Department of Pathology, Oslo University Hospital, Oslo, Norway
| | - Karol Axcrona
- Department of Molecular Oncology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway; Department of Urology, Akershus University Hospital, Lørenskog, Norway
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21
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Coelho KBCA, Squire JA, Duarte KG, Sares CTG, Moreda NA, Pereira JL, da Silva IT, Defelicibus A, Aoki MN, Rivas JDL, Dos Reis RB, Zanette DL. Germline variants in early and late-onset Brazilian prostate cancer patients. Urol Oncol 2024; 42:68.e11-68.e19. [PMID: 38311546 DOI: 10.1016/j.urolonc.2024.01.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2023] [Revised: 01/08/2024] [Accepted: 01/12/2024] [Indexed: 02/06/2024]
Abstract
BACKGROUND The median age for Prostate Cancer (PCa) diagnosis is 66 years, but 10% are diagnosed before 55 years. Studies on early-onset PCa remain both limited and controversial. This investigation sought to identify and characterize germline variants within Brazilian PCa patients classified as either early or later onset disease. METHODS Peripheral blood DNA from 71 PCa patients: 18 younger (≤ 55 years) and 53 older (≥ 60 years) was used for Targeted DNA sequencing of 20 genes linked to DNA damage response, transcriptional regulation, cell cycle, and epigenetic control. Subsequent genetic variant identification was performed and variant functional impacts were analyzed with in silico prediction. RESULTS A higher frequency of variants in the BRCA2 and KMT2C genes across both age groups. KMT2C has been linked to the epigenetic dysregulation observed during disease progression in PCa. We present the first instance of KMT2C mutation within the blood of Brazilian PCa patients. Furthermore, out of the recognized variants within the KMT2C gene, 7 were designated as deleterious. Thirteen deleterious variants were exclusively detected in the younger group, while the older group exhibited 37 variants. Within these findings, 4 novel variants emerged, including 1 designated as pathogenic. CONCLUSIONS Our findings contribute to a deeper understanding of the genetic factors associated with PCa susceptibility in different age groups, especially among the Brazilian population. This is the first investigation to explore germline variants specifically in younger Brazilian PCa patients, with high relevance given the genetic diversity of the population in Brazil. Additionally, our work presents evidence of functionally deleterious germline variants within the KMT2C gene among Brazilian PCa patients. The identification of novel and functionally significant variants in the KMT2C gene emphasizes its potential role in PCa development and warrants further investigation.
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Affiliation(s)
| | - Jeremy A Squire
- Surgery and Anatomy Department, Ribeirao Preto Medical School, University of Sao Paulo, Ribeirão Preto, Brazil; Department of Genetics, Medicine School of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil; Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada
| | - Kelly Gomes Duarte
- Surgery and Anatomy Department, Ribeirao Preto Medical School, University of Sao Paulo, Ribeirão Preto, Brazil
| | - Cláudia Tarcila Gomes Sares
- Surgery and Anatomy Department, Ribeirao Preto Medical School, University of Sao Paulo, Ribeirão Preto, Brazil
| | - Natalia Alonso Moreda
- Cancer Research Center (CiC-IBMCC, CSIC/USAL), Consejo Superior de Investigaciones Científicas (CSIC) and University of Salamanca (USAL), Salamanca, Spain
| | | | - Israel Tojal da Silva
- Laboratory of Computational Biology and Bioinformatics, CIPE/A.C. Camargo Cancer Center, São Paul, Brazil
| | - Alexandre Defelicibus
- Laboratory of Computational Biology and Bioinformatics, CIPE/A.C. Camargo Cancer Center, São Paul, Brazil
| | - Mateus Nóbrega Aoki
- Laboratory for Applied Science and Technology in Health, Carlos Chagas Institute, Oswaldo Cruz Foundation (Fiocruz), Curitiba, Brazil
| | - Javier De Las Rivas
- Cancer Research Center (CiC-IBMCC, CSIC/USAL), Consejo Superior de Investigaciones Científicas (CSIC) and University of Salamanca (USAL), Salamanca, Spain
| | - Rodolfo Borges Dos Reis
- Surgery and Anatomy Department, Ribeirao Preto Medical School, University of Sao Paulo, Ribeirão Preto, Brazil
| | - Dalila Lucíola Zanette
- Surgery and Anatomy Department, Ribeirao Preto Medical School, University of Sao Paulo, Ribeirão Preto, Brazil; Laboratory for Applied Science and Technology in Health, Carlos Chagas Institute, Oswaldo Cruz Foundation (Fiocruz), Curitiba, Brazil.
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22
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Dimitrov G, Mangaldzhiev R, Slavov C, Popov E. Precision Medicine in Castration-Resistant Prostate Cancer: Advances, Challenges, and the Landscape of PARPi Therapy-A Narrative Review. Int J Mol Sci 2024; 25:2184. [PMID: 38396858 PMCID: PMC10889419 DOI: 10.3390/ijms25042184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Revised: 02/08/2024] [Accepted: 02/10/2024] [Indexed: 02/25/2024] Open
Abstract
After recent approvals, poly-adenosine diphosphate [ADP]-ribose polymerase inhibitors (PARPis) have emerged as a frontline treatment for metastatic castration-resistant prostate cancer (mCRPC). Unlike their restricted use in breast or ovarian cancers, where approval is limited to those with BRCA1/2 alterations, PARPis in mCRPC are applied across a broader spectrum of genetic aberrations. Key findings from the phase III PROPEL trial suggest that PARPis' accessibility may broaden, even without mandatory testing. An increasing body of evidence underscores the importance of distinct alterations in homologous recombination repair (HRR) genes, revealing unique sensitivities to PARPis. Nonetheless, despite the initial effectiveness of PARPis in treating BRCA-mutated tumors, resistance to therapy is frequently encountered. This review aims to discuss patient stratification based on biomarkers and genetic signatures, offering insights into the nuances of first-line PARPis' efficacy in the intricate landscape of mCRPC.
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Affiliation(s)
- George Dimitrov
- Department of Medical Oncology, Medical University of Sofia, University Hospital “Tsaritsa Yoanna”, 1527 Sofia, Bulgaria; (G.D.)
| | - Radoslav Mangaldzhiev
- Department of Medical Oncology, Medical University of Sofia, University Hospital “Tsaritsa Yoanna”, 1527 Sofia, Bulgaria; (G.D.)
| | - Chavdar Slavov
- Department of Urology, Medical University of Sofia, University Hospital “Tsaritsa Yoanna”, 1527 Sofia, Bulgaria;
| | - Elenko Popov
- Department of Urology, Medical University of Sofia, University Hospital “Tsaritsa Yoanna”, 1527 Sofia, Bulgaria;
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23
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Wani SA, Hussain S, Gray JS, Nayak D, Tang H, Perez LM, Long MD, Siddappa M, McCabe CJ, Sucheston-Campbell LE, Freeman MR, Campbell MJ. Epigenetic disruption of the RARγ complex impairs its function to bookmark AR enhancer interactions required for enzalutamide sensitivity in prostate cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.12.15.571947. [PMID: 38168185 PMCID: PMC10760102 DOI: 10.1101/2023.12.15.571947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
The current study in prostate cancer (PCa) focused on the genomic mechanisms at the cross-roads of pro-differentiation signals and the emergence of lineage plasticity. We explored an understudied cistromic mechanism involving RARγ's ability to govern AR cistrome-transcriptome relationships, including those associated with more aggressive PCa features. The RARγ complex in PCa cell models was enriched for canonical cofactors, as well as proteins involved in RNA processing and bookmarking. Identifying the repertoire of miR-96 bound and regulated gene targets, including those recognition elements marked by m6A, revealed their significant enrichment in the RARγ complex. RARγ significantly enhanced the AR cistrome, particularly in active enhancers and super-enhancers, and overlapped with the binding of bookmarking factors. Furthermore, RARγ expression led to nucleosome-free chromatin enriched with H3K27ac, and significantly enhanced the AR cistrome in G2/M cells. RARγ functions also antagonized the transcriptional actions of the lineage master regulator ONECUT2. Similarly, gene programs regulated by either miR-96 or antagonized by RARγ were enriched in alternative lineages and more aggressive PCa phenotypes. Together these findings reveal an under-investigated role for RARγ, modulated by miR-96, to bookmark enhancer sites during mitosis. These sites are required by the AR to promote transcriptional competence, and emphasize luminal differentiation, while antagonizing ONECUT2.
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Affiliation(s)
- Sajad A Wani
- Division of Pharmaceutics and Pharmacology, The Ohio State University, Columbus, OH 43210
| | - Shahid Hussain
- Division of Cancer Biology, Cedars Sinai Cancer, and Los Angeles, CA 90048
- Board of Governors Innovation Center, Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA 90048
| | - Jaimie S Gray
- Division of Pharmaceutics and Pharmacology, The Ohio State University, Columbus, OH 43210
| | - Debasis Nayak
- Division of Pharmaceutics and Pharmacology, The Ohio State University, Columbus, OH 43210
| | - Hancong Tang
- Division of Pharmaceutics and Pharmacology, The Ohio State University, Columbus, OH 43210
| | - Lillian M Perez
- Division of Cancer Therapeutics, Cedars Sinai Cancer, Departments of Urology and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA 90048
| | - Mark D Long
- Roswell Park Comprehensive Cancer Center, Elm and Carlton Streets, Buffalo, NY 14263
| | - Manjunath Siddappa
- Division of Pharmaceutics and Pharmacology, The Ohio State University, Columbus, OH 43210
| | - Christopher J McCabe
- Institute of Metabolism and Systems Research (IMSR), and Centre of Endocrinology, Diabetes and Metabolism (CEDAM), University of Birmingham, Birmingham, UK
| | | | - Michael R Freeman
- Division of Cancer Therapeutics, Cedars Sinai Cancer, Departments of Urology and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA 90048
| | - Moray J Campbell
- Division of Cancer Biology, Cedars Sinai Cancer, and Los Angeles, CA 90048
- Board of Governors Innovation Center, Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA 90048
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24
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Carceles-Cordon M, Orme JJ, Domingo-Domenech J, Rodriguez-Bravo V. The yin and yang of chromosomal instability in prostate cancer. Nat Rev Urol 2024:10.1038/s41585-023-00845-9. [PMID: 38307951 DOI: 10.1038/s41585-023-00845-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/13/2023] [Indexed: 02/04/2024]
Abstract
Metastatic prostate cancer remains an incurable lethal disease. Studies indicate that prostate cancer accumulates genomic changes during disease progression and displays the highest levels of chromosomal instability (CIN) across all types of metastatic tumours. CIN, which refers to ongoing chromosomal DNA gain or loss during mitosis, and derived aneuploidy, are known to be associated with increased tumour heterogeneity, metastasis and therapy resistance in many tumour types. Paradoxically, high CIN levels are also proposed to be detrimental to tumour cell survival, suggesting that cancer cells must develop adaptive mechanisms to ensure their survival. In the context of prostate cancer, studies indicate that CIN has a key role in disease progression and might also offer a therapeutic vulnerability that can be pharmacologically targeted. Thus, a comprehensive evaluation of the causes and consequences of CIN in prostate cancer, its contribution to aggressive advanced disease and a better understanding of the acquired CIN tolerance mechanisms can translate into new tumour classifications, biomarker development and therapeutic strategies.
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Affiliation(s)
| | - Jacob J Orme
- Department of Oncology, Mayo Clinic, Rochester, MN, USA
| | - Josep Domingo-Domenech
- Department of Urology, Mayo Clinic, Rochester, MN, USA.
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Rochester, MN, USA.
| | - Veronica Rodriguez-Bravo
- Department of Urology, Mayo Clinic, Rochester, MN, USA.
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Rochester, MN, USA.
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25
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Wong EY, Chu TN, Ladi-Seyedian SS. Genomics and Artificial Intelligence: Prostate Cancer. Urol Clin North Am 2024; 51:27-33. [PMID: 37945100 DOI: 10.1016/j.ucl.2023.06.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2023]
Abstract
Artificial intelligence (AI) is revolutionizing prostate cancer genomics research. By leveraging machine learning and deep learning algorithms, researchers can rapidly analyze vast genomic datasets to identify patterns and correlations that may be missed by traditional methods. These AI-driven insights can lead to the discovery of novel biomarkers, enhance the accuracy of diagnosis, and predict disease progression and treatment response. As such, AI is becoming an indispensable tool in the pursuit of personalized medicine for prostate cancer.
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Affiliation(s)
- Elyssa Y Wong
- Catherine & Joseph Aresty Department of Urology, Center for Robotic Simulation & Education, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
| | - Timothy N Chu
- Catherine & Joseph Aresty Department of Urology, Center for Robotic Simulation & Education, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
| | - Seyedeh-Sanam Ladi-Seyedian
- Catherine & Joseph Aresty Department of Urology, Center for Robotic Simulation & Education, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA.
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26
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Wang Z, Chao Z, Wang Q, Zou F, Song T, Xu L, Ning J, Cheng F. EXO1/P53/SREBP1 axis-regulated lipid metabolism promotes prostate cancer progression. J Transl Med 2024; 22:104. [PMID: 38279172 PMCID: PMC10811948 DOI: 10.1186/s12967-023-04822-z] [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: 09/27/2023] [Accepted: 12/20/2023] [Indexed: 01/28/2024] Open
Abstract
Prostate cancer (PCa) is one of the most common malignant tumors affecting the male genitourinary system. However, there is currently a lack of effective treatments for patients with advanced prostate cancer, which significantly impacts men's overall health. Exonuclease 1 (EXO1), a protein with mismatch repair and recombination functions, has been found to play a vital role in various diseases. In our study, we discovered that EXO1 acts as a novel biomarker of PCa, which promotes prostate cancer progression by regulating lipid metabolism reprogramming in prostate cancer cells. Mechanistically, EXO1 promotes the expression of SREBP1 by inhibiting the P53 signaling pathway. In summary, our findings suggest that EXO1 regulated intracellular lipid reprogramming through the P53/SREBP1 axis, thus promoting PCa progression. The result could potentially lead to new insights and therapeutic targets for diagnosing and treating PCa.
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Affiliation(s)
- Zefeng Wang
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, 430060, China
| | - Zheng Chao
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Qi Wang
- Department of Urology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Fan Zou
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, 430060, China
| | - Tianbao Song
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, 430060, China
| | - Lizhe Xu
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, 430060, China
| | - Jinzhuo Ning
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, 430060, China.
| | - Fan Cheng
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, 430060, China.
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27
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Maekawa S, Takata R, Obara W. Molecular Mechanisms of Prostate Cancer Development in the Precision Medicine Era: A Comprehensive Review. Cancers (Basel) 2024; 16:523. [PMID: 38339274 PMCID: PMC10854717 DOI: 10.3390/cancers16030523] [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: 11/24/2023] [Revised: 01/21/2024] [Accepted: 01/22/2024] [Indexed: 02/12/2024] Open
Abstract
The progression of prostate cancer (PCa) relies on the activation of the androgen receptor (AR) by androgens. Despite efforts to block this pathway through androgen deprivation therapy, resistance can occur through several mechanisms, including the abnormal activation of AR, resulting in castration-resistant PCa following the introduction of treatment. Mutations, amplifications, and splicing variants in AR-related genes have garnered attention in this regard. Furthermore, recent large-scale next-generation sequencing analysis has revealed the critical roles of AR and AR-related genes, as well as the DNA repair, PI3K, and cell cycle pathways, in the onset and progression of PCa. Moreover, research on epigenomics and microRNA has increasingly become popular; however, it has not translated into the development of effective therapeutic strategies. Additionally, treatments targeting homologous recombination repair mutations and the PI3K/Akt pathway have been developed and are increasingly accessible, and multiple clinical trials have investigated the efficacy of immune checkpoint inhibitors. In this comprehensive review, we outline the status of PCa research in genomics and briefly explore potential future developments in the field of epigenetic modifications and microRNAs.
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Affiliation(s)
- Shigekatsu Maekawa
- Department of Urology, Iwate Medical University, Iwate 028-3694, Japan; (R.T.); (W.O.)
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28
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Bourlon MT, Valdez P, Castro E. Development of PARP inhibitors in advanced prostate cancer. Ther Adv Med Oncol 2024; 16:17588359231221337. [PMID: 38205078 PMCID: PMC10777773 DOI: 10.1177/17588359231221337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 11/29/2023] [Indexed: 01/12/2024] Open
Abstract
The relatively high prevalence of alterations in the homologous recombination repair (HRR) pathway described in advanced prostate cancer provides a unique opportunity to develop therapeutic strategies that take advantage of the decreased tumor ability to repair DNA damage. Poly ADP-ribose polymerase (PARP) inhibitors have been demonstrated to improve the outcomes of metastatic castration-resistant prostate cancer (mCRPC) patients with HRR defects, particularly in those with BRCA1/2 alterations. To expand the benefit of PARPi to patients without detectable HRR alterations, multiple studies are addressing potential synergies between PARP inhibition (PARPi) and androgen receptor pathway inhibitors (ARSi), radiation, radioligand therapy, chemotherapy, or immunotherapy, and these strategies are also being evaluated in the hormone-sensitive setting. In this review, we summarize the development of PARPi in prostate cancer, the potential synergies, and combinations being investigated as well as the future directions of PARPi for the management of the disease.
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Affiliation(s)
- Maria Teresa Bourlon
- Hemato-Oncology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Paola Valdez
- Hemato-Oncology Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Elena Castro
- Department of Medical Oncology, Hospital Universitario 12 de Octubre, Av. Cordoba s/n, 28041, Madrid, Spain
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29
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Panja S, Truica MI, Yu CY, Saggurthi V, Craige MW, Whitehead K, Tuiche MV, Al-Saadi A, Vyas R, Ganesan S, Gohel S, Coffman F, Parrott JS, Quan S, Jha S, Kim I, Schaeffer E, Kothari V, Abdulkadir SA, Mitrofanova A. Mechanism-centric regulatory network identifies NME2 and MYC programs as markers of Enzalutamide resistance in CRPC. Nat Commun 2024; 15:352. [PMID: 38191557 PMCID: PMC10774320 DOI: 10.1038/s41467-024-44686-5] [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: 08/13/2022] [Accepted: 12/22/2023] [Indexed: 01/10/2024] Open
Abstract
Heterogeneous response to Enzalutamide, a second-generation androgen receptor signaling inhibitor, is a central problem in castration-resistant prostate cancer (CRPC) management. Genome-wide systems investigation of mechanisms that govern Enzalutamide resistance promise to elucidate markers of heterogeneous treatment response and salvage therapies for CRPC patients. Focusing on the de novo role of MYC as a marker of Enzalutamide resistance, here we reconstruct a CRPC-specific mechanism-centric regulatory network, connecting molecular pathways with their upstream transcriptional regulatory programs. Mining this network with signatures of Enzalutamide response identifies NME2 as an upstream regulatory partner of MYC in CRPC and demonstrates that NME2-MYC increased activities can predict patients at risk of resistance to Enzalutamide, independent of co-variates. Furthermore, our experimental investigations demonstrate that targeting MYC and its partner NME2 is beneficial in Enzalutamide-resistant conditions and could provide an effective strategy for patients at risk of Enzalutamide resistance and/or for patients who failed Enzalutamide treatment.
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Affiliation(s)
- Sukanya Panja
- Department of Health Informatics, Rutgers School of Health Professions, Newark, NJ, 07107, USA
| | - Mihai Ioan Truica
- Department of Urology, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA
| | - Christina Y Yu
- Department of Health Informatics, Rutgers School of Health Professions, Newark, NJ, 07107, USA
| | - Vamshi Saggurthi
- Department of Health Informatics, Rutgers School of Health Professions, Newark, NJ, 07107, USA
| | - Michael W Craige
- Department of Health Informatics, Rutgers School of Health Professions, Newark, NJ, 07107, USA
| | - Katie Whitehead
- Department of Health Informatics, Rutgers School of Health Professions, Newark, NJ, 07107, USA
| | - Mayra V Tuiche
- Department of Health Informatics, Rutgers School of Health Professions, Newark, NJ, 07107, USA
- Rutgers Biomedical and Health Sciences, Rutgers School of Graduate Studies, Newark, NJ, 07039, USA
| | - Aymen Al-Saadi
- Department of Electrical and Computer Engineering, Rutgers School of Engineering, New Brunswick, NJ, 08854, USA
| | - Riddhi Vyas
- Department of Health Informatics, Rutgers School of Health Professions, Newark, NJ, 07107, USA
| | - Shridar Ganesan
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, 08901, USA
| | - Suril Gohel
- Department of Health Informatics, Rutgers School of Health Professions, Newark, NJ, 07107, USA
| | - Frederick Coffman
- Department of Health Informatics, Rutgers School of Health Professions, Newark, NJ, 07107, USA
| | - James S Parrott
- Department of Health Informatics, Rutgers School of Health Professions, Newark, NJ, 07107, USA
| | - Songhua Quan
- Department of Urology, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA
| | - Shantenu Jha
- Department of Electrical and Computer Engineering, Rutgers School of Engineering, New Brunswick, NJ, 08854, USA
| | - Isaac Kim
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, 08901, USA
- Department of Urology, Yale School of Medicine, New Heaven, CT, 06510, USA
| | - Edward Schaeffer
- Department of Urology, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA
| | - Vishal Kothari
- Department of Urology, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA.
| | - Sarki A Abdulkadir
- Department of Urology, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA.
- Robert H. Lurie Comprehensive Cancer Center, Chicago, IL, 60611, USA.
| | - Antonina Mitrofanova
- Department of Health Informatics, Rutgers School of Health Professions, Newark, NJ, 07107, USA.
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, 08901, USA.
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30
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Fizazi K, Azad AA, Matsubara N, Carles J, Fay AP, De Giorgi U, Joung JY, Fong PCC, Voog E, Jones RJ, Shore ND, Dunshee C, Zschäbitz S, Oldenburg J, Ye D, Lin X, Healy CG, Di Santo N, Laird AD, Zohren F, Agarwal N. First-line talazoparib with enzalutamide in HRR-deficient metastatic castration-resistant prostate cancer: the phase 3 TALAPRO-2 trial. Nat Med 2024; 30:257-264. [PMID: 38049622 PMCID: PMC10803259 DOI: 10.1038/s41591-023-02704-x] [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: 09/18/2023] [Accepted: 11/10/2023] [Indexed: 12/06/2023]
Abstract
Preclinical evidence has suggested an interplay between the androgen receptor, which largely drives the growth of prostate cancer cells, and poly(ADP-ribose) polymerase. This association provides a rationale for their co-inhibition for the treatment of metastatic castration-resistant prostate cancer (mCRPC), an area of unmet medical need. The phase 3 TALAPRO-2 study investigated combining the poly(ADP-ribose) polymerase inhibitor talazoparib with enzalutamide versus enzalutamide alone as first-line treatment of mCRPC. Patients were prospectively assessed for tumor alterations in DNA damage response genes involved in homologous recombination repair (HRR). Two cohorts were enrolled sequentially: an all-comers cohort that was enrolled first (cohort 1; N = 805 (169 were HRR-deficient)), followed by an HRR-deficient-only cohort (cohort 2; N = 230). We present results from the alpha-controlled primary analysis for the combined HRR-deficient population (N = 399). Patients were randomized in a 1:1 ratio to talazoparib or placebo, plus enzalutamide. The primary endpoint, radiographic progression-free survival, was met (median not reached at the time of the analysis for the talazoparib group versus 13.8 months for the placebo group; hazard ratio, 0.45; 95% confidence interval, 0.33 to 0.61; P < 0.0001). Data for overall survival, a key secondary endpoint, are immature but favor talazoparib (hazard ratio, 0.69; 95% confidence interval, 0.46 to 1.03; P = 0.07). Common adverse events in the talazoparib group were anemia, fatigue and neutropenia. Combining talazoparib with enzalutamide significantly improved radiographic progression-free survival in patients with mCRPC harboring HRR gene alterations, supporting talazoparib plus enzalutamide as a potential first-line treatment for these patients. ClinicalTrials.gov Identifier: NCT03395197 .
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Affiliation(s)
- Karim Fizazi
- Institut Gustave Roussy, University of Paris-Saclay, Villejuif, France.
| | - Arun A Azad
- Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | | | - Joan Carles
- Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Andre P Fay
- PUCRS School of Medicine, Porto Alegre, Brazil
| | - Ugo De Giorgi
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) Dino Amadori, Meldola, Italy
| | | | - Peter C C Fong
- Auckland City Hospital, Auckland, New Zealand
- University of Auckland, Auckland, New Zealand
| | - Eric Voog
- Clinique Victor Hugo Centre Jean Bernard, Le Mans, France
| | - Robert J Jones
- School of Cancer Sciences, University of Glasgow, Beatson West of Scotland Cancer Centre, Glasgow, UK
| | - Neal D Shore
- Carolina Urologic Research Center, Myrtle Beach, SC, USA
| | | | - Stefanie Zschäbitz
- National Center for Tumor Diseases (NCT), Heidelberg University Hospital, Heidelberg, Germany
| | - Jan Oldenburg
- Akershus University Hospital (Ahus), Lørenskog, Norway
| | - Dingwei Ye
- Fudan University Shanghai Cancer Center, Shanghai, China
| | - Xun Lin
- Pfizer Inc., La Jolla, CA, USA
| | | | | | | | | | - Neeraj Agarwal
- Huntsman Cancer Institute (NCI-CCC), University of Utah, Salt Lake City, UT, USA.
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31
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Matsuoka T, Sugiyama A, Miyawaki Y, Hidaka Y, Okuno Y, Sakai H, Tanaka H, Yoshikawa K, Fukui T, Mizuno K, Sumiyoshi T, Goto T, Inoue T, Akamatsu S, Kobayashi T, Nakamura E. Newly developed preclinical models reveal broad-spectrum CDK inhibitors as potent drugs for CRPC exhibiting primary resistance to enzalutamide. Cancer Sci 2024; 115:283-297. [PMID: 37923364 PMCID: PMC10823279 DOI: 10.1111/cas.15984] [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: 10/28/2022] [Revised: 08/30/2023] [Accepted: 09/14/2023] [Indexed: 11/07/2023] Open
Abstract
Androgen-deprivation therapy is a standard treatment for advanced prostate cancer. However, most patients eventually acquire resistance and progress to castration-resistant prostate cancer (CRPC). In this study, we established new CRPC cell lines, AILNCaP14 and AILNCaP15, from LNCaP cells under androgen-deprived conditions. Unlike most pre-existing CRPC cell lines, both cell lines expressed higher levels of androgen receptor (AR) and prostate-specific antigen (PSA) than parental LNCaP cells. Moreover, these cells exhibited primary resistance to enzalutamide. Since AR signaling plays a significant role in the development of CRPC, PSA promoter sequences fused with GFP were introduced into AILNCaP14 cells to conduct GFP fluorescence-based chemical screening. We identified flavopiridol, a broad-spectrum CDK inhibitor, as a candidate drug that could repress AR transactivation of CRPC cells, presumably through the inhibition of phosphorylation of AR on the serine 81 residue (pARSer81 ). Importantly, this broad-spectrum CDK inhibitor inhibited the proliferation of AILNCaP14 cells both in vitro and in vivo. Moreover, a newly developed liver metastatic model using AILNCaP15 cells revealed that the compound attenuated tumor growth of CRPC harboring highly metastatic properties. Finally, we developed a patient-derived xenograft (PDX) model of CRPC and DCaP CR from a patient presenting therapeutic resistance to enzalutamide, abiraterone, and docetaxel. Flavopiridol successfully suppressed the tumor growth of CRPC in this PDX model. Since ARSer81 was found to be phosphorylated in clinical CRPC samples, our data suggested that broad-spectrum CDK inhibitors might be a potent candidate drug for the treatment of CRPC, including those exhibiting primary resistance to enzalutamide.
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Grants
- 15K21115 Ministry of Education, Culture, Sports, Science and Technology
- 16K15686 Ministry of Education, Culture, Sports, Science and Technology
- 20K18112 Ministry of Education, Culture, Sports, Science and Technology
- 26670700 Ministry of Education, Culture, Sports, Science and Technology
- Ministry of Education, Culture, Sports, Science and Technology
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Affiliation(s)
- Takashi Matsuoka
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
| | - Aiko Sugiyama
- DSK Project, Medical Innovation CenterKyoto University Graduate School of MedicineKyotoJapan
| | - Yoshifumi Miyawaki
- DSK Project, Medical Innovation CenterKyoto University Graduate School of MedicineKyotoJapan
| | - Yusuke Hidaka
- DSK Project, Medical Innovation CenterKyoto University Graduate School of MedicineKyotoJapan
| | - Yukiko Okuno
- Medical Research Support Center, Graduate School of MedicineKyoto UniversityKyotoJapan
| | - Hiroaki Sakai
- DSK Project, Medical Innovation CenterKyoto University Graduate School of MedicineKyotoJapan
| | - Hiroki Tanaka
- DSK Project, Medical Innovation CenterKyoto University Graduate School of MedicineKyotoJapan
| | - Kiyotsugu Yoshikawa
- Laboratory of Pharmacotherapy, Department of Clinical Pharmacy, Faculty of Pharmaceutical SciencesDoshisha Women's College of Liberal ArtsKyotoJapan
| | - Tomohiro Fukui
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
| | - Kei Mizuno
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
| | - Takayuki Sumiyoshi
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
| | - Takayuki Goto
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
| | - Takahiro Inoue
- Department of Nephro‐Urologic Surgery and AndrologyMie University Graduate School of MedicineTsuJapan
| | - Shusuke Akamatsu
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
| | - Takashi Kobayashi
- Department of UrologyKyoto University Graduate School of MedicineKyotoJapan
| | - Eijiro Nakamura
- Department of UrologyNational Cancer Center HospitalTokyoJapan
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32
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Stracker TH, Osagie OI, Escorcia FE, Citrin DE. Exploiting the DNA Damage Response for Prostate Cancer Therapy. Cancers (Basel) 2023; 16:83. [PMID: 38201511 PMCID: PMC10777950 DOI: 10.3390/cancers16010083] [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: 10/18/2023] [Revised: 12/14/2023] [Accepted: 12/20/2023] [Indexed: 01/12/2024] Open
Abstract
Prostate cancers that progress despite androgen deprivation develop into castration-resistant prostate cancer, a fatal disease with few treatment options. In this review, we discuss the current understanding of prostate cancer subtypes and alterations in the DNA damage response (DDR) that can predispose to the development of prostate cancer and affect its progression. We identify barriers to conventional treatments, such as radiotherapy, and discuss the development of new therapies, many of which target the DDR or take advantage of recurring genetic alterations in the DDR. We place this in the context of advances in understanding the genetic variation and immune landscape of CRPC that could help guide their use in future treatment strategies. Finally, we discuss several new and emerging agents that may advance the treatment of lethal disease, highlighting selected clinical trials.
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Affiliation(s)
- Travis H. Stracker
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA; (O.I.O.); (F.E.E.); (D.E.C.)
| | - Oloruntoba I. Osagie
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA; (O.I.O.); (F.E.E.); (D.E.C.)
| | - Freddy E. Escorcia
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA; (O.I.O.); (F.E.E.); (D.E.C.)
- Molecular Imaging Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Deborah E. Citrin
- Radiation Oncology Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA; (O.I.O.); (F.E.E.); (D.E.C.)
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33
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Bratic Hench I, Roma L, Conticelli F, Bubendorf L, Calgua B, Le Magnen C, Piscuoglio S, Rubin MA, Chirindel A, Nicolas GP, Vlajnic T, Zellweger T, Templeton AJ, Stenner F, Ruiz C, Rentsch C, Bubendorf L. Cell-Free DNA Genomic Profiling and Its Clinical Implementation in Advanced Prostate Cancer. Cancers (Basel) 2023; 16:45. [PMID: 38201475 PMCID: PMC10778564 DOI: 10.3390/cancers16010045] [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: 11/10/2023] [Revised: 12/10/2023] [Accepted: 12/15/2023] [Indexed: 01/12/2024] Open
Abstract
Most men with prostate cancer (PCa), despite potentially curable localized disease at initial diagnosis, progress to metastatic disease. Despite numerous treatment options, choosing the optimal treatment for individual patients remains challenging. Biomarkers guiding treatment sequences in an advanced setting are lacking. To estimate the diagnostic potential of liquid biopsies in guiding personalized treatment of PCa, we evaluated the utility of a custom-targeted next-generation sequencing (NGS) panel based on the AmpliSeq HD Technology. Ultra-deep sequencing on plasma circulating free DNA (cfDNA) samples of 40 metastatic castration-resistant PCa (mCRPC) and 28 metastatic hormone-naive PCa (mCSPC) was performed. CfDNA somatic mutations were detected in 48/68 (71%) patients. Of those 68 patients, 42 had matched tumor and cfDNA samples. In 21/42 (50%) patients, mutations from the primary tumor tissue were detected in the plasma cfDNA. In 7/42 (17%) patients, mutations found in the primary tumor were not detected in the cfDNA. Mutations from primary tumors were detected in all tested mCRPC patients (17/17), but only in 4/11 with mCSPC. AR amplifications were detected in 12/39 (31%) mCRPC patients. These results indicate that our targeted NGS approach has high sensitivity and specificity for detecting clinically relevant mutations in PCa.
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Affiliation(s)
- Ivana Bratic Hench
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, 4031 Basel, Switzerland
| | - Luca Roma
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, 4031 Basel, Switzerland
| | - Floriana Conticelli
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, 4031 Basel, Switzerland
- Department of Public Health, University of Naples Federico II, 80131 Naples, Italy
| | - Lenard Bubendorf
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, 4031 Basel, Switzerland
| | - Byron Calgua
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, 4031 Basel, Switzerland
| | - Clémentine Le Magnen
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, 4031 Basel, Switzerland
- Department of Urology, University Hospital Basel, University of Basel, 4031 Basel, Switzerland
- Department of Biomedicine, University Hospital Basel, University of Basel, 4031 Basel, Switzerland
| | - Salvatore Piscuoglio
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, 4031 Basel, Switzerland
- Department of Biomedicine, University Hospital Basel, University of Basel, 4031 Basel, Switzerland
| | - Mark A. Rubin
- Precision Oncology Laboratory, Department for Biomedical Research, Bern Center for Precision Medicine, 3008 Bern, Switzerland
- Bern Center for Precision Medicine, Inselspital, Bern University Hospital, University of Bern, 3008 Bern, Switzerland
| | - Alin Chirindel
- Division of Nuclear Medicine, Department of Theragnostics, University Hospital Basel, 4031 Basel, Switzerland
| | - Guillaume P. Nicolas
- Division of Nuclear Medicine, Department of Theragnostics, University Hospital Basel, 4031 Basel, Switzerland
| | - Tatjana Vlajnic
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, 4031 Basel, Switzerland
| | | | - Arnoud J. Templeton
- St. Claraspital, 4058 Basel, Switzerland
- St. Clara Research, Basel and Faculty of Medicine, University Basel, 4058 Basel, Switzerland
| | - Frank Stenner
- Division of Oncology, University Hospital Basel, 4031 Basel, Switzerland
| | - Christian Ruiz
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, 4031 Basel, Switzerland
| | - Cyrill Rentsch
- Department of Urology, University Hospital Basel, University of Basel, 4031 Basel, Switzerland
| | - Lukas Bubendorf
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, 4031 Basel, Switzerland
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34
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M. Swamynathan M, Mathew G, Aziz A, Gordon C, Hillowe A, Wang H, Jhaveri A, Kendall J, Cox H, Giarrizzo M, Azabdaftari G, Rizzo RC, Diermeier SD, Ojima I, Bialkowska AB, Kaczocha M, Trotman LC. FABP5 Inhibition against PTEN-Mutant Therapy Resistant Prostate Cancer. Cancers (Basel) 2023; 16:60. [PMID: 38201488 PMCID: PMC10871093 DOI: 10.3390/cancers16010060] [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: 10/04/2023] [Revised: 11/20/2023] [Accepted: 12/13/2023] [Indexed: 01/12/2024] Open
Abstract
Resistance to standard of care taxane and androgen deprivation therapy (ADT) causes the vast majority of prostate cancer (PC) deaths worldwide. We have developed RapidCaP, an autochthonous genetically engineered mouse model of PC. It is driven by the loss of PTEN and p53, the most common driver events in PC patients with life-threatening diseases. As in human ADT, surgical castration of RapidCaP animals invariably results in disease relapse and death from the metastatic disease burden. Fatty Acid Binding Proteins (FABPs) are a large family of signaling lipid carriers. They have been suggested as drivers of multiple cancer types. Here we combine analysis of primary cancer cells from RapidCaP (RCaP cells) with large-scale patient datasets to show that among the 10 FABP paralogs, FABP5 is the PC-relevant target. Next, we show that RCaP cells are uniquely insensitive to both ADT and taxane treatment compared to a panel of human PC cell lines. Yet, they share an exquisite sensitivity to the small-molecule FABP5 inhibitor SBFI-103. We show that SBFI-103 is well tolerated and can strongly eliminate RCaP tumor cells in vivo. This provides a pre-clinical platform to fight incurable PC and suggests an important role for FABP5 in PTEN-deficient PC.
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Affiliation(s)
- Manojit M. Swamynathan
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA (A.J.)
- Department of Molecular and Cell Biology, Stony Brook University, Stony Brook, NY 11794, USA
| | - Grinu Mathew
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA (A.J.)
- The Eppley Institute for Research in Cancer and Allied Diseases, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Andrei Aziz
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA (A.J.)
| | - Chris Gordon
- Department of Anesthesiology, Stony Brook University, Stony Brook, NY 11794, USA; (C.G.); (A.H.)
| | - Andrew Hillowe
- Department of Anesthesiology, Stony Brook University, Stony Brook, NY 11794, USA; (C.G.); (A.H.)
| | - Hehe Wang
- Department of Chemistry, Stony Brook University, Stony Brook, NY 11794, USA (I.O.)
| | - Aashna Jhaveri
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA (A.J.)
| | - Jude Kendall
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA (A.J.)
| | - Hilary Cox
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA (A.J.)
| | - Michael Giarrizzo
- Department of Medicine, Stony Brook University, Stony Brook, NY 11794, USA; (M.G.); (A.B.B.)
| | - Gissou Azabdaftari
- Department of Anatomic Pathology, Stony Brook University, Stony Brook, NY 11794, USA
| | - Robert C. Rizzo
- Department of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, NY 11794, USA
- Institute of Chemical Biology and Drug Discovery, Stony Brook University, Stony Brook, NY 11794, USA
| | - Sarah D. Diermeier
- Department of Biochemistry, University of Otago, Dunedin 9016, New Zealand;
| | - Iwao Ojima
- Department of Chemistry, Stony Brook University, Stony Brook, NY 11794, USA (I.O.)
- Institute of Chemical Biology and Drug Discovery, Stony Brook University, Stony Brook, NY 11794, USA
| | - Agnieszka B. Bialkowska
- Department of Medicine, Stony Brook University, Stony Brook, NY 11794, USA; (M.G.); (A.B.B.)
- Institute of Chemical Biology and Drug Discovery, Stony Brook University, Stony Brook, NY 11794, USA
| | - Martin Kaczocha
- Department of Anesthesiology, Stony Brook University, Stony Brook, NY 11794, USA; (C.G.); (A.H.)
- Institute of Chemical Biology and Drug Discovery, Stony Brook University, Stony Brook, NY 11794, USA
| | - Lloyd C. Trotman
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA (A.J.)
- Department of Molecular and Cell Biology, Stony Brook University, Stony Brook, NY 11794, USA
- Institute of Chemical Biology and Drug Discovery, Stony Brook University, Stony Brook, NY 11794, USA
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35
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Kour B, Shukla N, Bhargava H, Sharma D, Sharma A, Singh A, Valadi J, Sadasukhi TC, Vuree S, Suravajhala P. Identification of Plausible Candidates in Prostate Cancer Using Integrated Machine Learning Approaches. Curr Genomics 2023; 24:287-306. [PMID: 38235353 PMCID: PMC10790336 DOI: 10.2174/0113892029240239231109082805] [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: 03/01/2023] [Revised: 10/17/2023] [Accepted: 10/19/2023] [Indexed: 01/19/2024] Open
Abstract
Background Currently, prostate-specific antigen (PSA) is commonly used as a prostate cancer (PCa) biomarker. PSA is linked to some factors that frequently lead to erroneous positive results or even needless biopsies of elderly people. Objectives In this pilot study, we undermined the potential genes and mutations from several databases and checked whether or not any putative prognostic biomarkers are central to the annotation. The aim of the study was to develop a risk prediction model that could help in clinical decision-making. Methods An extensive literature review was conducted, and clinical parameters for related comorbidities, such as diabetes, obesity, as well as PCa, were collected. Such parameters were chosen with the understanding that variations in their threshold values could hasten the complicated process of carcinogenesis, more particularly PCa. The gathered data was converted to semi-binary data (-1, -0.5, 0, 0.5, and 1), on which machine learning (ML) methods were applied. First, we cross-checked various publicly available datasets, some published RNA-seq datasets, and our whole-exome sequencing data to find common role players in PCa, diabetes, and obesity. To narrow down their common interacting partners, interactome networks were analysed using GeneMANIA and visualised using Cytoscape, and later cBioportal was used (to compare expression level based on Z scored values) wherein various types of mutation w.r.t their expression and mRNA expression (RNA seq FPKM) plots are available. The GEPIA 2 tool was used to compare the expression of resulting similarities between the normal tissue and TCGA databases of PCa. Later, top-ranking genes were chosen to demonstrate striking clustering coefficients using the Cytoscape-cytoHubba module, and GEPIA 2 was applied again to ascertain survival plots. Results Comparing various publicly available datasets, it was found that BLM is a frequent player in all three diseases, whereas comparing publicly available datasets, GWAS datasets, and published sequencing findings, SPFTPC and PPIMB were found to be the most common. With the assistance of GeneMANIA, TMPO and FOXP1 were found as common interacting partners, and they were also seen participating with BLM. Conclusion A probabilistic machine learning model was achieved to identify key candidates between diabetes, obesity, and PCa. This, we believe, would herald precision scale modeling for easy prognosis.
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Affiliation(s)
- Bhumandeep Kour
- Department of Biotechnology, Lovely Professional University, Jalandhar, Punjab, India
- Bioclues.org, India
| | - Nidhi Shukla
- Bioclues.org, India
- Department of Biotechnology and Bioinformatics, Birla Institute of Scientific Research, Jaipur, Rajasthan, India
| | - Harshita Bhargava
- Department of Computer Science, IIS University, Jaipur, Rajasthan, India
| | - Devendra Sharma
- Urology and Renal Transplant Department of Renal Sciences, Rukmani Birla Hospital, Jaipur, Rajasthan, India
| | - Amita Sharma
- Department of Computer Science, IIS University, Jaipur, Rajasthan, India
| | - Anjuvan Singh
- Department of Biotechnology, School of Bioengineering and Biosciences, Lovely Professional University, Punjab, Phagwara, 144001, India
| | - Jayaraman Valadi
- Department of Computer Science, FLAME University, Pune, Maharashtra, India
| | - Trilok Chand Sadasukhi
- Department of Urology and Renal Transplant, Mahatma Gandhi University of Medical Sciences and Technology, Jaipur, Rajasthan, India
| | - Sugunakar Vuree
- Bioclues.org, India
- MNR Foundation for Research & Innovation, MNR Medical College and Hospital, MNR University, Telangana, India
| | - Prashanth Suravajhala
- Bioclues.org, India
- Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, Kerala, India
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Calabrese M, Saporita I, Turco F, Gillessen S, Castro E, Vogl UM, Di Stefano RF, Carfì FM, Poletto S, Farinea G, Tucci M, Buttigliero C. Synthetic Lethality by Co-Inhibition of Androgen Receptor and Polyadenosine Diphosphate-Ribose in Metastatic Prostate Cancer. Int J Mol Sci 2023; 25:78. [PMID: 38203248 PMCID: PMC10779404 DOI: 10.3390/ijms25010078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 12/17/2023] [Accepted: 12/18/2023] [Indexed: 01/12/2024] Open
Abstract
Androgen receptor pathway inhibitors (ARPI) and polyadenosine diphosphate-ribose inhibitors (PARPi) are part of the standard of care in patients with metastatic castration-resistant prostate cancer (mCRPC). There is biological evidence that the association of ARPI and PARPi could have a synergistic effect; therefore, several ongoing clinical trials are investigating the efficacy of this combination with preliminary results that are not perfectly concordant in identifying patients who can obtain the most benefit from this therapeutic option. The purpose of this review is to describe the PARPi mechanisms of action and to analyze the biological mechanisms behind the interplay between the androgen receptor and the PARPi system to better understand the rationale of the ARPI + PARPi combinations. Furthermore, we will summarize the preliminary results of the ongoing studies on these combinations, trying to understand in which patients to apply. Finally, we will discuss the clinical implications of this combination and its possible future perspectives.
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Affiliation(s)
- Mariangela Calabrese
- Department of Oncology, University of Turin, AOU San Luigi Gonzaga, 10043 Orbassano, Italy; (M.C.); (I.S.); (F.T.); (R.F.D.S.); (F.M.C.); (S.P.); (G.F.)
| | - Isabella Saporita
- Department of Oncology, University of Turin, AOU San Luigi Gonzaga, 10043 Orbassano, Italy; (M.C.); (I.S.); (F.T.); (R.F.D.S.); (F.M.C.); (S.P.); (G.F.)
| | - Fabio Turco
- Department of Oncology, University of Turin, AOU San Luigi Gonzaga, 10043 Orbassano, Italy; (M.C.); (I.S.); (F.T.); (R.F.D.S.); (F.M.C.); (S.P.); (G.F.)
- Ente Ospedaliero Cantonale—Istituto Oncologico della Svizzera Italiana, 6500 Bellinzona, Switzerland; (S.G.); (U.M.V.)
| | - Silke Gillessen
- Ente Ospedaliero Cantonale—Istituto Oncologico della Svizzera Italiana, 6500 Bellinzona, Switzerland; (S.G.); (U.M.V.)
- Department of Medical Oncology, Faculty of Biomedical Sciences, Università della Svizzera Italiana, 6900 Lugano, Switzerland
| | - Elena Castro
- Hospital Universitario 12 de Octubre, 28041 Madrid, Spain;
| | - Ursula Maria Vogl
- Ente Ospedaliero Cantonale—Istituto Oncologico della Svizzera Italiana, 6500 Bellinzona, Switzerland; (S.G.); (U.M.V.)
| | - Rosario Francesco Di Stefano
- Department of Oncology, University of Turin, AOU San Luigi Gonzaga, 10043 Orbassano, Italy; (M.C.); (I.S.); (F.T.); (R.F.D.S.); (F.M.C.); (S.P.); (G.F.)
| | - Federica Maria Carfì
- Department of Oncology, University of Turin, AOU San Luigi Gonzaga, 10043 Orbassano, Italy; (M.C.); (I.S.); (F.T.); (R.F.D.S.); (F.M.C.); (S.P.); (G.F.)
| | - Stefano Poletto
- Department of Oncology, University of Turin, AOU San Luigi Gonzaga, 10043 Orbassano, Italy; (M.C.); (I.S.); (F.T.); (R.F.D.S.); (F.M.C.); (S.P.); (G.F.)
| | - Giovanni Farinea
- Department of Oncology, University of Turin, AOU San Luigi Gonzaga, 10043 Orbassano, Italy; (M.C.); (I.S.); (F.T.); (R.F.D.S.); (F.M.C.); (S.P.); (G.F.)
| | - Marcello Tucci
- Department of Medical Oncology, Cardinal Massaia Hospital, 14100 Asti, Italy;
| | - Consuelo Buttigliero
- Department of Oncology, University of Turin, AOU San Luigi Gonzaga, 10043 Orbassano, Italy; (M.C.); (I.S.); (F.T.); (R.F.D.S.); (F.M.C.); (S.P.); (G.F.)
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Rao Y, Ahmed N, Pritchard J, O'Brien EP. Incorporating mutational heterogeneity to identify genes that are enriched for synonymous mutations in cancer. BMC Bioinformatics 2023; 24:462. [PMID: 38062391 PMCID: PMC10704839 DOI: 10.1186/s12859-023-05521-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 10/05/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND Synonymous mutations, which change the DNA sequence but not the encoded protein sequence, can affect protein structure and function, mRNA maturation, and mRNA half-lives. The possibility that synonymous mutations might be enriched in cancer has been explored in several recent studies. However, none of these studies control for all three types of mutational heterogeneity (patient, histology, and gene) that are known to affect the accurate identification of non-synonymous cancer-associated genes. Our goal is to adopt the current standard for non-synonymous mutations in an investigation of synonymous mutations. RESULTS Here, we create an algorithm, MutSigCVsyn, an adaptation of MutSigCV, to identify cancer-associated genes that are enriched for synonymous mutations based on a non-coding background model that takes into account the mutational heterogeneity across these levels. Using MutSigCVsyn, we first analyzed 2572 cancer whole-genome samples from the Pan-cancer Analysis of Whole Genomes (PCAWG) to identify non-synonymous cancer drivers as a quality control. Indicative of the algorithm accuracy we find that 58.6% of these candidate genes were also found in Cancer Census Gene (CGC) list, and 66.2% were found within the PCAWG cancer driver list. We then applied it to identify 30 putative cancer-associated genes that are enriched for synonymous mutations within the same samples. One of the promising gene candidates is the B cell lymphoma 2 (BCL-2) gene. BCL-2 regulates apoptosis by antagonizing the action of proapoptotic BCL-2 family member proteins. The synonymous mutations in BCL2 are enriched in its anti-apoptotic domain and likely play a role in cancer cell proliferation. CONCLUSION Our study introduces MutSigCVsyn, an algorithm that accounts for mutational heterogeneity at patient, histology, and gene levels, to identify cancer-associated genes that are enriched for synonymous mutations using whole genome sequencing data. We identified 30 putative candidate genes that will benefit from future experimental studies on the role of synonymous mutations in cancer biology.
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Affiliation(s)
- Yiyun Rao
- Huck Institute of the Life Sciences, Pennsylvania State University, University Park, State College, PA, 16802, USA
| | - Nabeel Ahmed
- Huck Institute of the Life Sciences, Pennsylvania State University, University Park, State College, PA, 16802, USA
- Moderna, Inc., Cambridge, USA
| | - Justin Pritchard
- Department of Biomedical Engineering, Pennsylvania State University, University Park, State College, PA, 16802, USA.
| | - Edward P O'Brien
- Department of Chemistry, Pennsylvania State University, University Park, State College, PA, 16802, USA.
- Institute for Computational and Data Sciences, Pennsylvania State University, University Park, State College, PA, 16802, USA.
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Shui IM, Burcu M, Shao C, Chen C, Liao CY, Jiang S, Cristescu R, Parikh RB. Real-world prevalence of homologous recombination repair mutations in advanced prostate cancer: an analysis of two clinico-genomic databases. Prostate Cancer Prostatic Dis 2023:10.1038/s41391-023-00764-1. [PMID: 38057611 DOI: 10.1038/s41391-023-00764-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 11/09/2023] [Accepted: 11/17/2023] [Indexed: 12/08/2023]
Abstract
BACKGROUND Homologous recombination repair mutation (HRRm) status may guide risk-stratification and treatment decisions, including polyadenosine diphosphate-ribose polymerase inhibitor use, in advanced prostate cancer. Although HRRm prevalence has been reported in single-institution studies or clinical trials, real-world HRRm prevalence in diverse populations is unknown. We describe HRRm in the clinical setting using two real-world clinicogenomic databases: the Flatiron Health and Foundation Medicine, Inc. Clinico-Genomic Database (CGDB), a national electronic health record-derived database, and the American Association for Cancer Research Project Genomics Evidence Neoplasia Information Exchange (GENIE). METHODS This cross-sectional analysis included 3757 individuals diagnosed with prostate cancer who had next generation sequencing (NGS) as standard of care. The CGDB included men with advanced/metastatic prostate cancer and genetic data included both germline and somatic pathogenic mutations. The GENIE analysis included men with prostate cancer whose received NGS as standard of care, but the data were filtered to include somatic mutations only. Due to key differences among databases, direct comparisons were not possible. Overall prevalence of HRRm was calculated and stratified by demographic and clinical characteristics. RESULTS HRRm prevalence (combined germline and somatic) in CGDB (n = 487) was 24.6% (95% CI 20.9-28.7%), with no major differences across demographic and disease characteristic subgroups. HRRm prevalence (somatic) in GENIE (n = 3270) was 11.0% (95% CI 10.0-12.1%), which varied between 9.5% and 18.4% across treatment centers. CONCLUSIONS Approximately one-quarter of patients with advanced/metastatic prostate cancer in the CGDB had germline and/or somatic HRRm, which is consistent with clinical trials such as the PROfound study that used a similar NGS platform and algorithm to define HRRm. In the GENIE database, HRRm prevalence varied by treatment center or NGS platform. More research is needed to understand real-world HRRm prevalence variations.
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Affiliation(s)
| | | | | | - Cai Chen
- Merck & Co., Inc., Rahway, NJ, USA
| | - Chi-Yin Liao
- University of Wisconsin-Madison, Health Services Research in Pharmacy, Madison, WI, USA
| | | | | | - Ravi B Parikh
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA.
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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Gómez-Aparicio MA, López-Campos F, Lozano AJ, Maldonado X, Caballero B, Zafra J, Suarez V, Moreno E, Arcangeli S, Scorsetti M, Couñago F. Novel Approaches in the Systemic Management of High-Risk Prostate Cancer. Clin Genitourin Cancer 2023; 21:e485-e494. [PMID: 37453915 DOI: 10.1016/j.clgc.2023.06.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Revised: 05/18/2023] [Accepted: 06/01/2023] [Indexed: 07/18/2023]
Abstract
Locally advanced prostate cancer comprises approximately 20% of new prostate cancer diagnoses. For these patients, international guidelines recommend treatment with radiotherapy (RT) to the prostate in combination with long-term (2-3 years) androgen deprivation therapy (ADT), or radical prostatectomy in combination with extended pelvic lymph node dissection (PLND) as another treatment option for selected patients as part of multimodal therapy. Improvements in overall survival with docetaxel or an androgen receptor signaling inhibitor have been achieved in patients with metastatic castration sensitive or castration resistant prostate cancer. However, the role of systemic therapy combinations for high risk and/or unfavorable prostate cancer is unclear. In this context, the aim of this review is to assess the current evidence for systemic treatment combinations as part of primary definitive therapy in patients with high-risk localized prostate cancer.
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Affiliation(s)
| | - Fernando López-Campos
- Department of Radiation Oncology, Hospital Universitario Ramon y Cajal, Madrid, Spain.
| | - Antonio José Lozano
- Department of Radiation Oncology, Hospital Universitario Virgen de la Arrixaca, Murcia, Spain
| | - Xavier Maldonado
- Department of Radiation Oncology, Hospital Vall d´Hebron, Barcelona, Spain
| | - Begoña Caballero
- Department of Radiation Oncology, Hospital Universitario de Fuenlabrada, Fuenlabrada, Spain
| | - Juan Zafra
- Department of Radiation Oncology, Hospital Virgen de la Victoria, Malaga, Spain
| | - Vladamir Suarez
- Department of Radiation Oncology, GenesisCare Malaga, Malaga, Spain
| | - Elena Moreno
- Department of Radiation Oncology, GenesisCare Madrid, Madrid, Spain
| | - Stefano Arcangeli
- Department of Radiation Oncology, University of Milan, Bicocca, Italy
| | - Marta Scorsetti
- Radiotherapy and Radiosurgery Department, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Felipe Couñago
- Department of Radiation Oncology, GenesisCare Madrid, Madrid, Spain; Department of Radiation Oncology, GenesisCare Madrid Clinical Director, Hospital San Francisco de Asís and Hospital Vithas La Milagrosa, National Chair of Research and Clinical Trials, GenesisCare, Madrid, Spain
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Tian A, Wu T, Zhang Y, Chen J, Sha J, Xia W. Triggering pyroptosis enhances the antitumor efficacy of PARP inhibitors in prostate cancer. Cell Oncol (Dordr) 2023; 46:1855-1870. [PMID: 37610690 DOI: 10.1007/s13402-023-00860-3] [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] [Accepted: 08/05/2023] [Indexed: 08/24/2023] Open
Abstract
PURPOSE PARP inhibitors have revolutionized the treatment landscape for advanced prostate cancer (PCa) patients who harboring mutations in homologous recombination repair (HRR) genes. However, the molecular mechanisms underlying PARP inhibitors function beyond DNA damage repair pathways remain elusive, and identifying novel predictive targets that favorably respond to PARP inhibitors in PCa is an active area of research. METHODS The expression of GSDME in PCa cell lines and human PCa samples was determined by western blotting. Targeted bisulfite sequencing, gene enrichment analysis (GSEA), clone formation, construction of the stably transfected cell lines, lactate dehydrogenase (LDH) assay, western blotting as well as a mouse model of subcutaneous xenografts were used to investigate the role of GSDME in PCa. The combinational therapeutic effect of olaparib and decitabine was determined using both in vitro and in vivo experiments. RESULTS We have found low expression of GSDME in PCa. Interestingly, we demonstrated that GSDME activity is robustly induced in olaparib-treated cells undergoing pyroptosis, and that high methylation of the GSDME promoter dampens its activity in PCa cells. Intriguingly, genetically overexpressing GSDME does not inhibit tumor cell proliferation but instead confers sensitivity to olaparib. Furthermore, pharmacological treatment with the combination of olaparib and decitabine synergistically induces GSDME expression and cleavage through caspase-3 activation, thus promoting pyroptosis and enhancing anti-tumor response, ultimately resulting in tumor remission. CONCLUSION Our findings highlight a novel therapeutic strategy for enhancing the long-term response to olaparib beyond HRR-deficient tumors in PCa, underscoring the critical role of GSDME in regulating tumorigenesis.
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Affiliation(s)
- Ao Tian
- State Key Laboratory of Systems Medicine for Cancer, Renji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, 1954 Huashan Road, Shanghai, 200030, China
| | - Tingyu Wu
- State Key Laboratory of Systems Medicine for Cancer, Renji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, 1954 Huashan Road, Shanghai, 200030, China
| | - Yanshuang Zhang
- State Key Laboratory of Systems Medicine for Cancer, Renji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, 1954 Huashan Road, Shanghai, 200030, China
| | - Jiachen Chen
- State Key Laboratory of Systems Medicine for Cancer, Renji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, 1954 Huashan Road, Shanghai, 200030, China
| | - Jianjun Sha
- Department of Urology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, 145 Shandong Middle road, Shanghai, 200001, China
| | - Weiliang Xia
- State Key Laboratory of Systems Medicine for Cancer, Renji Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, 1954 Huashan Road, Shanghai, 200030, China.
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Turpin A, Delliaux C, Parent P, Chevalier H, Escudero-Iriarte C, Bonardi F, Vanpouille N, Flourens A, Querol J, Carnot A, Leroy X, Herranz N, Lanel T, Villers A, Olivier J, Touzet H, de Launoit Y, Tian TV, Duterque-Coquillaud M. Fascin-1 expression is associated with neuroendocrine prostate cancer and directly suppressed by androgen receptor. Br J Cancer 2023; 129:1903-1914. [PMID: 37875732 PMCID: PMC10703930 DOI: 10.1038/s41416-023-02449-x] [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: 03/10/2022] [Revised: 08/11/2023] [Accepted: 09/20/2023] [Indexed: 10/26/2023] Open
Abstract
BACKGROUND Neuroendocrine prostate cancer (NEPC) is an aggressive form of prostate cancer, arising from resistance to androgen-deprivation therapies. However, the molecular mechanisms associated with NEPC development and invasiveness are still poorly understood. Here we investigated the expression and functional significance of Fascin-1 (FSCN1), a pro-metastasis actin-bundling protein associated with poor prognosis of several cancers, in neuroendocrine differentiation of prostate cancer. METHODS Differential expression analyses using Genome Expression Omnibus (GEO) database, clinical samples and cell lines were performed. Androgen or antagonist's cellular treatments and knockdown experiments were used to detect changes in cell morphology, molecular markers, migration properties and in vivo tumour growth. Chromatin immunoprecipitation-sequencing (ChIP-Seq) data and ChIP assays were analysed to decipher androgen receptor (AR) binding. RESULTS We demonstrated that FSCN1 is upregulated during neuroendocrine differentiation of prostate cancer in vitro, leading to phenotypic changes and NEPC marker expression. In human prostate cancer samples, FSCN1 expression is restricted to NEPC tumours. We showed that the androgen-activated AR downregulates FSCN1 expression and works as a transcriptional repressor to directly suppress FSCN1 expression. AR antagonists alleviate this repression. In addition, FSCN1 silencing further impairs in vivo tumour growth. CONCLUSION Collectively, our findings identify FSCN1 as an AR-repressed gene. Particularly, it is involved in NEPC aggressiveness. Our results provide the rationale for the future clinical development of FSCN1 inhibitors in NEPC patients.
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Affiliation(s)
- Anthony Turpin
- University Lille, CNRS, INSERM, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, F-59000, Lille, France
- Department of Medical Oncology, Lille University Hospital, F-59000, Lille, France
| | - Carine Delliaux
- University Lille, CNRS, INSERM, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, F-59000, Lille, France
| | - Pauline Parent
- University Lille, CNRS, INSERM, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, F-59000, Lille, France
- Department of Medical Oncology, Lille University Hospital, F-59000, Lille, France
| | - Hortense Chevalier
- University Lille, CNRS, INSERM, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, F-59000, Lille, France
- Department of Medical Oncology, Centre Oscar Lambret, 3, rue Frederic Combemale, 59000, Lille, France
| | | | - Franck Bonardi
- University Lille, CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, US 41 - UAR 2014 - PLBS, F-59000, Lille, France
| | - Nathalie Vanpouille
- University Lille, CNRS, INSERM, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, F-59000, Lille, France
| | - Anne Flourens
- University Lille, CNRS, INSERM, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, F-59000, Lille, France
| | - Jessica Querol
- Vall d'Hebron Institute of Oncology (VHIO), 08035, Barcelona, Spain
| | - Aurélien Carnot
- Department of Medical Oncology, Centre Oscar Lambret, 3, rue Frederic Combemale, 59000, Lille, France
| | - Xavier Leroy
- University Lille, CNRS, INSERM, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, F-59000, Lille, France
- Institut de Pathologie, CHU Lille, Avenue Oscar Lambret, F-59000, Lille, France
| | - Nicolás Herranz
- Vall d'Hebron Institute of Oncology (VHIO), 08035, Barcelona, Spain
| | - Tristan Lanel
- University Lille, CNRS, INSERM, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, F-59000, Lille, France
- Institut de Pathologie, CHU Lille, Avenue Oscar Lambret, F-59000, Lille, France
| | - Arnauld Villers
- University Lille, CNRS, INSERM, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, F-59000, Lille, France
- Department of Urology, Hospital Claude Huriez, CHU Lille, Lille, France
| | - Jonathan Olivier
- University Lille, CNRS, INSERM, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, F-59000, Lille, France
- Department of Urology, Hospital Claude Huriez, CHU Lille, Lille, France
| | - Hélène Touzet
- University Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, F-59000, Lille, France
| | - Yvan de Launoit
- University Lille, CNRS, INSERM, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, F-59000, Lille, France
| | - Tian V Tian
- Vall d'Hebron Institute of Oncology (VHIO), 08035, Barcelona, Spain
| | - Martine Duterque-Coquillaud
- University Lille, CNRS, INSERM, CHU Lille, Institut Pasteur de Lille, UMR9020-U1277-CANTHER-Cancer Heterogeneity Plasticity and Resistance to Therapies, F-59000, Lille, France.
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Moreno CS, Winham CL, Alemozaffar M, Klein ER, Lawal IO, Abiodun-Ojo OA, Patil D, Barwick BG, Huang Y, Schuster DM, Sanda MG, Osunkoya AO. Integrated Genomic Analysis of Primary Prostate Tumor Foci and Corresponding Lymph Node Metastases Identifies Mutations and Pathways Associated with Metastasis. Cancers (Basel) 2023; 15:5671. [PMID: 38067373 PMCID: PMC10705102 DOI: 10.3390/cancers15235671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 11/20/2023] [Accepted: 11/29/2023] [Indexed: 02/12/2024] Open
Abstract
Prostate cancer is a highly heterogeneous disease and mortality is mainly due to metastases but the initial steps of metastasis have not been well characterized. We have performed integrative whole exome sequencing and transcriptome analysis of primary prostate tumor foci and corresponding lymph node metastases (LNM) from 43 patients enrolled in clinical trial. We present evidence that, while there are some cases of clonally independent primary tumor foci, 87% of primary tumor foci and metastases are descended from a common ancestor. We demonstrate that genes related to oxidative phosphorylation are upregulated in LNM and in African-American patients relative to White patients. We further show that mutations in TP53, FLT4, EYA1, NCOR2, CSMD3, and PCDH15 are enriched in prostate cancer metastases. These findings were validated in a meta-analysis of 3929 primary tumors and 2721 metastases and reveal a pattern of molecular alterations underlying the pathology of metastatic prostate cancer. We show that LNM contain multiple subclones that are already present in primary tumor foci. We observed enrichment of mutations in several genes including understudied genes such as EYA1, CSMD3, FLT4, NCOR2, and PCDH15 and found that mutations in EYA1 and CSMD3 are associated with a poor outcome in prostate cancer.
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Affiliation(s)
- Carlos S. Moreno
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA 30322, USA; (C.L.W.); (A.O.O.)
- Department of Biomedical Informatics, Emory University, Atlanta, GA 30322, USA
| | - Cynthia L. Winham
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA 30322, USA; (C.L.W.); (A.O.O.)
| | - Mehrdad Alemozaffar
- Department of Urology, Emory University, Atlanta, GA 30322, USA (D.P.); (M.G.S.)
| | - Emma R. Klein
- Emory College of Arts and Sciences, Atlanta, GA 30322, USA
| | - Ismaheel O. Lawal
- Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA 30322, USA (O.A.A.-O.); (D.M.S.)
| | - Olayinka A. Abiodun-Ojo
- Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA 30322, USA (O.A.A.-O.); (D.M.S.)
| | - Dattatraya Patil
- Department of Urology, Emory University, Atlanta, GA 30322, USA (D.P.); (M.G.S.)
| | - Benjamin G. Barwick
- Department of Hematology and Medical Oncology, Emory University, Atlanta, GA 30322, USA
| | - Yijian Huang
- Department of Biostatistics and Bioinformatics, Emory University, Atlanta, GA 30322, USA;
| | - David M. Schuster
- Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA 30322, USA (O.A.A.-O.); (D.M.S.)
| | - Martin G. Sanda
- Department of Urology, Emory University, Atlanta, GA 30322, USA (D.P.); (M.G.S.)
| | - Adeboye O. Osunkoya
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA 30322, USA; (C.L.W.); (A.O.O.)
- Department of Urology, Emory University, Atlanta, GA 30322, USA (D.P.); (M.G.S.)
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Menssouri N, Poiraudeau L, Helissey C, Bigot L, Sabio J, Ibrahim T, Pobel C, Nicotra C, Ngo-Camus M, Lacroix L, Rouleau E, Tselikas L, Chauchereau A, Blanc-Durand F, Bernard-Tessier A, Patrikidou A, Naoun N, Flippot R, Colomba E, Fuerea A, Albiges L, Lavaud P, van de Wiel P, den Biezen E, Wesseling-Rozendaal Y, Ponce S, Michiels S, Massard C, Gautheret D, Barlesi F, André F, Besse B, Scoazec JY, Friboulet L, Fizazi K, Loriot Y. Genomic Profiling of Metastatic Castration-Resistant Prostate Cancer Samples Resistant to Androgen Receptor Pathway Inhibitors. Clin Cancer Res 2023; 29:4504-4517. [PMID: 37364000 DOI: 10.1158/1078-0432.ccr-22-3736] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 02/19/2023] [Accepted: 06/20/2023] [Indexed: 06/28/2023]
Abstract
PURPOSE The androgen receptor axis inhibitors (ARPI; e.g., enzalutamide, abiraterone acetate) are administered in daily practice for men with metastatic castration-resistant prostate cancer (mCRPC). However, not all patients respond, and mechanisms of both primary and acquired resistance remain largely unknown. EXPERIMENTAL DESIGN In the prospective trial MATCH-R (NCT02517892), 59 patients with mCRPC underwent whole-exome sequencing (WES) and/or RNA sequencing (RNA-seq) of samples collected before starting ARPI. Also, 18 patients with mCRPC underwent biopsy at time of resistance. The objectives were to identify genomic alterations associated with resistance to ARPIs as well as to describe clonal evolution. Associations of genomic and transcriptomic alterations with primary resistance were determined using Wilcoxon and Fisher exact tests. RESULTS WES analysis indicated that no single-gene genomic alterations were strongly associated with primary resistance. RNA-seq analysis showed that androgen receptor (AR) gene alterations and expression levels were similar between responders and nonresponders. RNA-based pathway analysis found that patients with primary resistance had a higher Hedgehog pathway score, a lower AR pathway score and a lower NOTCH pathway score than patients with a response. Subclonal evolution and acquisition of new alterations in AR-related genes or neuroendocrine differentiation are associated with acquired resistance. ARPIs do not induce significant changes in the tumor transcriptome of most patients; however, programs associated with cell proliferation are enriched in resistant samples. CONCLUSIONS Low AR activity, activation of stemness programs, and Hedgehog pathway were associated with primary ARPIs' resistance, whereas most acquired resistance was associated with subclonal evolution, AR-related events, and neuroendocrine differentiation. See related commentary by Slovin, p. 4323.
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Affiliation(s)
- Naoual Menssouri
- Inserm U981, Molecular Predictors and New Targets in Oncology, Gustave Roussy Cancer Campus, Paris-Saclay University, Villejuif, France
| | - Loïc Poiraudeau
- Inserm U981, Molecular Predictors and New Targets in Oncology, Gustave Roussy Cancer Campus, Paris-Saclay University, Villejuif, France
| | | | - Ludovic Bigot
- Inserm U981, Molecular Predictors and New Targets in Oncology, Gustave Roussy Cancer Campus, Paris-Saclay University, Villejuif, France
| | - Jonathan Sabio
- Inserm U981, Molecular Predictors and New Targets in Oncology, Gustave Roussy Cancer Campus, Paris-Saclay University, Villejuif, France
| | - Tony Ibrahim
- Inserm U981, Molecular Predictors and New Targets in Oncology, Gustave Roussy Cancer Campus, Paris-Saclay University, Villejuif, France
| | - Cédric Pobel
- Inserm U981, Molecular Predictors and New Targets in Oncology, Gustave Roussy Cancer Campus, Paris-Saclay University, Villejuif, France
| | - Claudio Nicotra
- Drug Development Department (DITEP), Gustave Roussy Cancer Campus, Villejuif, France
| | - Maud Ngo-Camus
- Drug Development Department (DITEP), Gustave Roussy Cancer Campus, Villejuif, France
| | - Ludovic Lacroix
- Experimental and Translational Pathology Platform (PETRA), Genomic Platform-Molecular Biopathology Unit (BMO) and Biological Resource Center, AMMICA, INSERM US23/CNRS UMS3655, Gustave Roussy Cancer Campus, Villejuif, France
- Department of Medical Biology and Pathology, Gustave Roussy Cancer Campus, Villejuif, France
| | - Etienne Rouleau
- Experimental and Translational Pathology Platform (PETRA), Genomic Platform-Molecular Biopathology Unit (BMO) and Biological Resource Center, AMMICA, INSERM US23/CNRS UMS3655, Gustave Roussy Cancer Campus, Villejuif, France
- Department of Medical Biology and Pathology, Gustave Roussy Cancer Campus, Villejuif, France
| | - Lambros Tselikas
- Department of Interventional Radiology, Gustave Roussy Cancer Campus, Villejuif, France
| | - Anne Chauchereau
- Inserm U981, Molecular Predictors and New Targets in Oncology, Gustave Roussy Cancer Campus, Paris-Saclay University, Villejuif, France
| | - Félix Blanc-Durand
- Department of Medical Oncology, Gustave Roussy Cancer Campus, Villejuif, France
| | | | - Anna Patrikidou
- Department of Medical Oncology, Gustave Roussy Cancer Campus, Villejuif, France
| | - Natacha Naoun
- Department of Medical Oncology, Gustave Roussy Cancer Campus, Villejuif, France
| | - Ronan Flippot
- Department of Medical Oncology, Gustave Roussy Cancer Campus, Villejuif, France
| | - Emeline Colomba
- Department of Medical Oncology, Gustave Roussy Cancer Campus, Villejuif, France
| | - Alina Fuerea
- Department of Medical Oncology, Gustave Roussy Cancer Campus, Villejuif, France
| | - Laurence Albiges
- Department of Medical Oncology, Gustave Roussy Cancer Campus, Villejuif, France
| | - Pernelle Lavaud
- Department of Medical Oncology, Gustave Roussy Cancer Campus, Villejuif, France
| | | | | | | | - Santiago Ponce
- Drug Development Department (DITEP), Gustave Roussy Cancer Campus, Villejuif, France
| | - Stefan Michiels
- Oncostat U1018, Inserm, University of Paris-Saclay, Labelled Ligue Contre le Cancer, Villejuif, France
| | - Christophe Massard
- Drug Development Department (DITEP), Gustave Roussy Cancer Campus, Villejuif, France
| | - Daniel Gautheret
- Department of Biostatistics and Epidemiology, Gustave Roussy, University of Paris-Saclay, Villejuif, France
- PRISM Center for Personalized Medicine, Gustave Roussy Cancer Campus, Villejuif, France
| | - Fabrice Barlesi
- Inserm U981, Molecular Predictors and New Targets in Oncology, Gustave Roussy Cancer Campus, Paris-Saclay University, Villejuif, France
| | - Fabrice André
- Inserm U981, Molecular Predictors and New Targets in Oncology, Gustave Roussy Cancer Campus, Paris-Saclay University, Villejuif, France
- Department of Biostatistics and Epidemiology, Gustave Roussy, University of Paris-Saclay, Villejuif, France
- PRISM Center for Personalized Medicine, Gustave Roussy Cancer Campus, Villejuif, France
| | - Benjamin Besse
- Inserm U981, Molecular Predictors and New Targets in Oncology, Gustave Roussy Cancer Campus, Paris-Saclay University, Villejuif, France
- Department of Medical Oncology, Gustave Roussy Cancer Campus, Villejuif, France
- Department of Biostatistics and Epidemiology, Gustave Roussy, University of Paris-Saclay, Villejuif, France
| | - Jean-Yves Scoazec
- Inserm U981, Molecular Predictors and New Targets in Oncology, Gustave Roussy Cancer Campus, Paris-Saclay University, Villejuif, France
- Experimental and Translational Pathology Platform (PETRA), Genomic Platform-Molecular Biopathology Unit (BMO) and Biological Resource Center, AMMICA, INSERM US23/CNRS UMS3655, Gustave Roussy Cancer Campus, Villejuif, France
- Department of Medical Biology and Pathology, Gustave Roussy Cancer Campus, Villejuif, France
| | - Luc Friboulet
- Inserm U981, Molecular Predictors and New Targets in Oncology, Gustave Roussy Cancer Campus, Paris-Saclay University, Villejuif, France
| | - Karim Fizazi
- Inserm U981, Molecular Predictors and New Targets in Oncology, Gustave Roussy Cancer Campus, Paris-Saclay University, Villejuif, France
- Department of Medical Oncology, Gustave Roussy Cancer Campus, Villejuif, France
| | - Yohann Loriot
- Inserm U981, Molecular Predictors and New Targets in Oncology, Gustave Roussy Cancer Campus, Paris-Saclay University, Villejuif, France
- Drug Development Department (DITEP), Gustave Roussy Cancer Campus, Villejuif, France
- Department of Medical Oncology, Gustave Roussy Cancer Campus, Villejuif, France
- Department of Biostatistics and Epidemiology, Gustave Roussy, University of Paris-Saclay, Villejuif, France
- PRISM Center for Personalized Medicine, Gustave Roussy Cancer Campus, Villejuif, France
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Hwang KW, Yun JW, Kim HS. Unveiling the Molecular Landscape of FOXA1 Mutant Prostate Cancer: Insights and Prospects for Targeted Therapeutic Strategies. Int J Mol Sci 2023; 24:15823. [PMID: 37958805 PMCID: PMC10650174 DOI: 10.3390/ijms242115823] [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: 09/08/2023] [Revised: 10/12/2023] [Accepted: 10/24/2023] [Indexed: 11/15/2023] Open
Abstract
Prostate cancer continues to pose a global health challenge as one of the most prevalent malignancies. Mutations of the Forkhead box A1 (FOXA1) gene have been linked to unique oncogenic features in prostate cancer. In this study, we aimed to unravel the intricate molecular characteristics of FOXA1 mutant prostate cancer through comprehensive in silico analysis of transcriptomic data from The Cancer Genome Atlas (TCGA). A comparison between FOXA1 mutant and control groups unearthed 1525 differentially expressed genes (DEGs), which map to eight intrinsic and six extrinsic signaling pathways. Interestingly, the majority of intrinsic pathways, but not extrinsic pathways, were validated using RNA-seq data of 22Rv1 cells from the GEO123619 dataset, suggesting complex biology in the tumor microenvironment. As a result of our in silico research, we identified novel therapeutic targets and potential drug candidates for FOXA1 mutant prostate cancer. KDM1A, MAOA, PDGFB, and HSP90AB1 emerged as druggable candidate targets, as we found that they have approved drugs throughout the drug database CADDIE. Notably, as most of the approved drugs targeting MAOA and KDM1A were monoamine inhibitors used for mental illness or diabetes, we suggest they have a potential to cure FOXA1 mutant primary prostate cancer without lethal side effects.
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Affiliation(s)
- Kyung Won Hwang
- Department of Biological Sciences, Sungkyunkwan University, Suwon 16419, Republic of Korea;
| | - Jae Won Yun
- Veterans Health Service Medical Research Institute, Veterans Health Service Medical Center, Seoul 05368, Republic of Korea;
| | - Hong Sook Kim
- Department of Biological Sciences, Sungkyunkwan University, Suwon 16419, Republic of Korea;
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Piombino C, Oltrecolli M, Tonni E, Pirola M, Matranga R, Baldessari C, Pipitone S, Dominici M, Sabbatini R, Vitale MG. De Novo Metastatic Prostate Cancer: Are We Moving toward a Personalized Treatment? Cancers (Basel) 2023; 15:4945. [PMID: 37894312 PMCID: PMC10605467 DOI: 10.3390/cancers15204945] [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: 09/07/2023] [Revised: 09/27/2023] [Accepted: 10/09/2023] [Indexed: 10/29/2023] Open
Abstract
De novo metastatic hormone-sensitive PC (mHSPC) accounts for 5-10% of all prostate cancer (PC) diagnoses but it is responsible for nearly 50% of PC-related deaths. Since 2015, the prognosis of mHSPC has slightly improved thanks to the introduction of new hormonal agents and chemotherapy combined with androgen deprivation therapy from the first-line setting. This review describes the current therapeutic opportunities for de novo mHSPC, focusing on potential molecular biomarkers identified in the main clinical trials that have modified the standard of care, the genomic features of de novo mHSPC, and the principal ongoing trials that are investigating new therapeutic approaches and the efficacy of a biomarker-guided treatment in this setting. The road toward personalized treatment for de novo mHSPC is still long, considering that the randomized clinical trials, which have furnished the basis of the current therapeutic options, stratified patients according to clinical criteria that did not necessarily reflect the biological rationale of the chosen therapy. The role of transcriptomic profiling of mHSPC as a predictive biomarker requires further validation, and it remains to be ascertained how the genomic variants detected in mHSPC, which are regarded as predictive in the castration-resistant disease, can be exploited in the mHSPC setting.
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Affiliation(s)
- Claudia Piombino
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, 41124 Modena, Italy
| | - Marco Oltrecolli
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, 41124 Modena, Italy
| | - Elena Tonni
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, 41124 Modena, Italy
| | - Marta Pirola
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, 41124 Modena, Italy
| | - Rossana Matranga
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, 41124 Modena, Italy
| | - Cinza Baldessari
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, 41124 Modena, Italy
| | - Stefania Pipitone
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, 41124 Modena, Italy
| | - Massimo Dominici
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, 41124 Modena, Italy
- Laboratory of Cellular Therapy, Division of Oncology, Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, 41124 Modena, Italy
| | - Roberto Sabbatini
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, 41124 Modena, Italy
| | - Maria Giuseppa Vitale
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, 41124 Modena, Italy
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Yadav A, Biswas T, Praveen A, Ganguly P, Bhattacharyya A, Verma A, Datta D, Ateeq B. Targeting MALAT1 Augments Sensitivity to PARP Inhibition by Impairing Homologous Recombination in Prostate Cancer. CANCER RESEARCH COMMUNICATIONS 2023; 3:2044-2061. [PMID: 37812088 PMCID: PMC10561629 DOI: 10.1158/2767-9764.crc-23-0089] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2023] [Revised: 06/26/2023] [Accepted: 09/05/2023] [Indexed: 10/10/2023]
Abstract
PARP inhibitors (PARPi) have emerged as a promising targeted therapeutic intervention for metastatic castrate-resistant prostate cancer (mCRPC). However, the clinical utility of PARPi is limited to a subset of patients who harbor aberrations in the genes associated with the homologous recombination (HR) pathway. Here, we report that targeting metastasis-associated lung adenocarcinoma transcript 1 (MALAT1), an oncogenic long noncoding RNA (lncRNA), contrives a BRCAness-like phenotype, and augments sensitivity to PARPi. Mechanistically, we show that MALAT1 silencing reprograms the homologous recombination (HR) transcriptome and makes prostate cancer cells more vulnerable to PARPi. Particularly, coinhibition of MALAT1 and PARP1 exhibits a decline in clonogenic survival, delays resolution of γH2AX foci, and reduces tumor burden in mice xenograft model. Moreover, we show that miR-421, a tumor suppressor miRNA, negatively regulates the expression of HR genes, while in aggressive prostate cancer cases, miR-421 is sequestered by MALAT1, leading to increased expression of HR genes. Conclusively, our findings suggest that MALAT1 ablation confers sensitivity to PARPi, thus highlighting an alternative therapeutic strategy for patients with castration-resistant prostate cancer (CRPC), irrespective of the alterations in HR genes. SIGNIFICANCE PARPi are clinically approved for patients with metastatic CRPC carrying mutations in HR genes, but are ineffective for HR-proficient prostate cancer. Herein, we show that oncogenic lncRNA, MALAT1 is frequently overexpressed in advanced stage prostate cancer and plays a crucial role in maintaining genomic integrity. Importantly, we propose a novel therapeutic strategy that emphasizes MALAT1 inhibition, leading to HR dysfunction in both HR-deficient and -proficient prostate cancer, consequently augmenting their susceptibility to PARPi.
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Affiliation(s)
- Anjali Yadav
- Molecular Oncology Laboratory, Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur, Uttar Pradesh, India
| | - Tanay Biswas
- Molecular Oncology Laboratory, Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur, Uttar Pradesh, India
| | - Ayush Praveen
- Molecular Oncology Laboratory, Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur, Uttar Pradesh, India
| | - Promit Ganguly
- Molecular Oncology Laboratory, Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur, Uttar Pradesh, India
| | - Ankita Bhattacharyya
- Molecular Oncology Laboratory, Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur, Uttar Pradesh, India
| | - Ayushi Verma
- Division of Cancer Biology, CSIR-Central Drug Research Institute, Lucknow, Uttar Pradesh, India
| | - Dipak Datta
- Division of Cancer Biology, CSIR-Central Drug Research Institute, Lucknow, Uttar Pradesh, India
| | - Bushra Ateeq
- Molecular Oncology Laboratory, Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur, Uttar Pradesh, India
- Mehta Family Centre for Engineering in Medicine, Indian Institute of Technology Kanpur, Kanpur, Uttar Pradesh, India
- Centre of Excellence for Cancer - Gangwal School of Medical Sciences and Technology, Indian Institute of Technology Kanpur, Kanpur, Uttar Pradesh, India
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47
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Wei Y, Zhang T, Wang B, Pan J, Jin S, Fang B, Gu W, Qin X, Dai B, Lin G, Gan H, Wu J, Ye D, Zhu Y. Prospective clinical sequencing of 1016 Chinese prostate cancer patients: uncovering genomic characterization and race disparity. Mol Oncol 2023; 17:2183-2199. [PMID: 37584393 PMCID: PMC10552897 DOI: 10.1002/1878-0261.13511] [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: 01/30/2023] [Revised: 07/06/2023] [Accepted: 08/14/2023] [Indexed: 08/17/2023] Open
Abstract
Although there is a well-known disparity in prostate cancer (PC) incidence and mortality between Chinese and Western patients, the underlying genomic differences have been investigated only sparsely. This clinicogenomic study was conducted to reveal the genomic mutations contributing to the PC disparity across ethnicities and investigate the mutational profile of Chinese PC patients. A total of 1016 Chinese PC patients were prospectively enrolled and subjected to targeted sequencing, resulting in usable sequencing data for 41 genes from 859 patients. Genomic data retrieved from The Cancer Genome Atlas (TCGA; locoregional PC), Memorial Sloan Kettering Cancer Center [MSKCC; metastatic castration-sensitive PC (mCSPC)], and Stand Up To Cancer [SU2C; metastatic castration-resistant PC (mCRPC)] cohorts were used as comparators representing Western men. Genomic mutations were analyzed using an integrated bioinformatic strategy. A comparison of the disease stages revealed that mutations in tumor protein 53 (TP53), androgen receptor (AR), forkhead box A1 (FOXA1), and genes involved in the cell cycle pathway were enriched in mCRPC. Mutations in adenomatous polyposis coli (APC) gene were found to be more prevalent in patients with visceral metastasis. Genomic differences between Western and Chinese men were mainly observed in castration-sensitive PC, with tumors from Chinese men having more FOXA1 (11.4% vs. 4.2%) but fewer TP53 (4.8% vs. 13%) mutations in locoregional PC and harboring fewer TP53 (11% vs. 29.2%), phosphatase and tensin homolog (PTEN; 2.5% vs. 10.3%), and APC (1.7% vs. 7.4%) mutations in the mCSPC stage than those of Western men. Patients of both ethnicities with mCRPC had similar mutational spectra. Furthermore, FOXA1 class-2 was less common than FOXA1 class-1 and showed no enrichment in metastasis, contrary to the findings in the Western cohort. Our study provides a valuable resource for a better understanding of PC in China and reveals the genomic alterations associated with PC disparity across races.
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Affiliation(s)
- Yu Wei
- Department of UrologyFudan University Shanghai Cancer CenterChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Genitourinary Cancer InstituteChina
| | - Tingwei Zhang
- Department of UrologyFudan University Shanghai Cancer CenterChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Genitourinary Cancer InstituteChina
| | - Beihe Wang
- Department of UrologyFudan University Shanghai Cancer CenterChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Genitourinary Cancer InstituteChina
| | - Jian Pan
- Department of UrologyFudan University Shanghai Cancer CenterChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Genitourinary Cancer InstituteChina
| | - Shengming Jin
- Department of UrologyFudan University Shanghai Cancer CenterChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Genitourinary Cancer InstituteChina
| | - Bangwei Fang
- Department of UrologyFudan University Shanghai Cancer CenterChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Genitourinary Cancer InstituteChina
| | - Weijie Gu
- Department of UrologyFudan University Shanghai Cancer CenterChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Genitourinary Cancer InstituteChina
| | - Xiaojian Qin
- Department of UrologyFudan University Shanghai Cancer CenterChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Genitourinary Cancer InstituteChina
| | - Bo Dai
- Department of UrologyFudan University Shanghai Cancer CenterChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Genitourinary Cancer InstituteChina
| | - Guowen Lin
- Department of UrologyFudan University Shanghai Cancer CenterChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Genitourinary Cancer InstituteChina
| | - Hualei Gan
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Department of PathologyFudan University Shanghai Cancer CenterChina
| | - Junlong Wu
- Department of UrologyFudan University Shanghai Cancer CenterChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Genitourinary Cancer InstituteChina
| | - Dingwei Ye
- Department of UrologyFudan University Shanghai Cancer CenterChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Genitourinary Cancer InstituteChina
| | - Yao Zhu
- Department of UrologyFudan University Shanghai Cancer CenterChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Genitourinary Cancer InstituteChina
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48
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Rendon RA, Selvarajah S, Wyatt AW, Kolinsky M, Schrader KA, Fleshner NE, Kinnaird A, Merrimen J, Niazi T, Saad F, Shayegan B, Wood L, Chi KN. 2023 Canadian Urological Association guideline: Genetic testing in prostate cancer. Can Urol Assoc J 2023; 17:314-325. [PMID: 37851913 PMCID: PMC10581723 DOI: 10.5489/cuaj.8588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2023]
Affiliation(s)
| | - Shamini Selvarajah
- Department of Clinical Laboratory Genetics, UHN Laboratory Medicine Program, University of Toronto, Toronto, ON, Canada
| | - Alexander W. Wyatt
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Michael Kolinsky
- Division of Medical Oncology, Cross Cancer Institute, University of Alberta, Edmonton, AB, Canada
| | | | - Neil E. Fleshner
- Division of Urology, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Adam Kinnaird
- Divison of Urology, Department of Surgery, University of Alberta, Edmonton, AB, Canada
| | | | - Tamim Niazi
- Division of Radiation Oncology, Department of Oncology, McGill University, Montreal, QC, Canada
| | - Fred Saad
- Division of Urology, Department of Surgery, Université de Montréal, Montreal, QC, Canada
| | - Bobby Shayegan
- Division of Urology, Department of Surgery, McMaster University, Hamilton, ON, Canada
| | - Lori Wood
- Division of Medical Oncology, Queen Elizabeth II Health Sciences Centre, Halifax, NS, Canada
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49
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Zhu X, Chen C, Wei D, Xu Y, Liang S, Jia W, Li J, Qu Y, Zhai J, Zhang Y, Wu P, Hao Q, Zhang L, Zhang W, Yang X, Pan L, Qi R, Li Y, Wang F, Yi R, Yang Z, Wang J, Zhao Y. FOXP2 confers oncogenic effects in prostate cancer. eLife 2023; 12:e81258. [PMID: 37668356 PMCID: PMC10513481 DOI: 10.7554/elife.81258] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 09/05/2023] [Indexed: 09/06/2023] Open
Abstract
Identification oncogenes is fundamental to revealing the molecular basis of cancer. Here, we found that FOXP2 is overexpressed in human prostate cancer cells and prostate tumors, but its expression is absent in normal prostate epithelial cells and low in benign prostatic hyperplasia. FOXP2 is a FOX transcription factor family member and tightly associated with vocal development. To date, little is known regarding the link of FOXP2 to prostate cancer. We observed that high FOXP2 expression and frequent amplification are significantly associated with high Gleason score. Ectopic expression of FOXP2 induces malignant transformation of mouse NIH3T3 fibroblasts and human prostate epithelial cell RWPE-1. Conversely, FOXP2 knockdown suppresses the proliferation of prostate cancer cells. Transgenic overexpression of FOXP2 in the mouse prostate causes prostatic intraepithelial neoplasia. Overexpression of FOXP2 aberrantly activates oncogenic MET signaling and inhibition of MET signaling effectively reverts the FOXP2-induced oncogenic phenotype. CUT&Tag assay identified FOXP2-binding sites located in MET and its associated gene HGF. Additionally, the novel recurrent FOXP2-CPED1 fusion identified in prostate tumors results in high expression of truncated FOXP2, which exhibit a similar capacity for malignant transformation. Together, our data indicate that FOXP2 is involved in tumorigenicity of prostate.
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Affiliation(s)
- Xiaoquan Zhu
- The Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingChina
| | - Chao Chen
- Department of Thoracic Surgery, Peking University Shenzhen Hospital, Shenzhen Peking UniversityShenzhenChina
- The Hong Kong University of Science and Technology Medical CenterHong KongChina
| | - Dong Wei
- Department of Urology, Beijing Hospital, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingChina
| | - Yong Xu
- Tianjin Institute of Urology, Second Hospital of Tianjin Medical UniversityTianjingChina
- Department of Urology, Second Hospital of Tianjing Medical UniversityTianjingChina
| | - Siying Liang
- Genetic Testing Center, Qingdao Women and Children's HospitalQingdaoChina
| | - Wenlong Jia
- Department of Computer Science, City University of Hong KongHong KongChina
| | - Jian Li
- The Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingChina
| | - Yanchun Qu
- Tianjin Institute of Urology, Second Hospital of Tianjin Medical UniversityTianjingChina
| | - Jianpo Zhai
- Department of Urology, Beijing Jishuitan HospitalBeijingChina
| | - Yaoguang Zhang
- Department of Urology, Beijing Hospital, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingChina
| | - Pengjie Wu
- Department of Urology, Beijing Hospital, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingChina
| | - Qiang Hao
- Department of Urology, Beijing Tian Tan Hospital, Capital Medical UniversityBeijingChina
| | - Linlin Zhang
- School of Nursing, Harbin Medical UniversityHarbinChina
| | - Wei Zhang
- Department of Pathology, Beijing Hospital, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingChina
| | - Xinyu Yang
- Department of Urology, Peking University First Hospital, Institute of UrologyBeijingChina
| | - Lin Pan
- Clinical Institute of China-Japan Friendship HospitalBeijingChina
| | - Ruomei Qi
- The Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingChina
| | - Yao Li
- Department of Surgery, Beijing Hospital, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical ScienceBeijingChina
| | - Feiliang Wang
- The Department of Ultrasonography, Beijing Hospital, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingChina
| | - Rui Yi
- The Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingChina
| | - Ze Yang
- The Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingChina
| | - Jianye Wang
- Department of Urology, Beijing Hospital, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingChina
| | - Yanyang Zhao
- The Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical SciencesBeijingChina
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50
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Pizurica M, Larmuseau M, Van der Eecken K, de Schaetzen van Brienen L, Carrillo-Perez F, Isphording S, Lumen N, Van Dorpe J, Ost P, Verbeke S, Gevaert O, Marchal K. Whole Slide Imaging-Based Prediction of TP53 Mutations Identifies an Aggressive Disease Phenotype in Prostate Cancer. Cancer Res 2023; 83:2970-2984. [PMID: 37352385 PMCID: PMC10538366 DOI: 10.1158/0008-5472.can-22-3113] [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: 10/03/2022] [Revised: 03/08/2023] [Accepted: 06/20/2023] [Indexed: 06/25/2023]
Abstract
In prostate cancer, there is an urgent need for objective prognostic biomarkers that identify the metastatic potential of a tumor at an early stage. While recent analyses indicated TP53 mutations as candidate biomarkers, molecular profiling in a clinical setting is complicated by tumor heterogeneity. Deep learning models that predict the spatial presence of TP53 mutations in whole slide images (WSI) offer the potential to mitigate this issue. To assess the potential of WSIs as proxies for spatially resolved profiling and as biomarkers for aggressive disease, we developed TiDo, a deep learning model that achieves state-of-the-art performance in predicting TP53 mutations from WSIs of primary prostate tumors. In an independent multifocal cohort, the model showed successful generalization at both the patient and lesion level. Analysis of model predictions revealed that false positive (FP) predictions could at least partially be explained by TP53 deletions, suggesting that some FP carry an alteration that leads to the same histological phenotype as TP53 mutations. Comparative expression and histologic cell type analyses identified a TP53-like cellular phenotype triggered by expression of pathways affecting stromal composition. Together, these findings indicate that WSI-based models might not be able to perfectly predict the spatial presence of individual TP53 mutations but they have the potential to elucidate the prognosis of a tumor by depicting a downstream phenotype associated with aggressive disease biomarkers. SIGNIFICANCE Deep learning models predicting TP53 mutations from whole slide images of prostate cancer capture histologic phenotypes associated with stromal composition, lymph node metastasis, and biochemical recurrence, indicating their potential as in silico prognostic biomarkers. See related commentary by Bordeleau, p. 2809.
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Affiliation(s)
- Marija Pizurica
- Internet Technology and Data Science Lab (IDLab/IMEC), Ghent University, Gent, Belgium
- Department of Plant biotechnology and Bioinformatics, Ghent University, Gent, Belgium
- Department of Biomedical Data Science, Stanford University, School of Medicine, Stanford, California
| | - Maarten Larmuseau
- Internet Technology and Data Science Lab (IDLab/IMEC), Ghent University, Gent, Belgium
- Department of Plant biotechnology and Bioinformatics, Ghent University, Gent, Belgium
| | | | - Louise de Schaetzen van Brienen
- Internet Technology and Data Science Lab (IDLab/IMEC), Ghent University, Gent, Belgium
- Department of Plant biotechnology and Bioinformatics, Ghent University, Gent, Belgium
| | - Francisco Carrillo-Perez
- Department of Architecture and Computer Technology (ATC), University of Granada, Granada, Spain
- Stanford Center for Biomedical Informatics Research (BMIR), Stanford University, School of Medicine, Stanford, California
| | - Simon Isphording
- Internet Technology and Data Science Lab (IDLab/IMEC), Ghent University, Gent, Belgium
- Department of Plant biotechnology and Bioinformatics, Ghent University, Gent, Belgium
| | - Nicolaas Lumen
- Department of Urology, Ghent University Hospital, Ghent, Belgium
| | - Jo Van Dorpe
- Department of Urology, Ghent University Hospital, Ghent, Belgium
| | - Piet Ost
- Department of Radiotherapy, Ghent University Hospital, Ghent, Belgium
| | - Sofie Verbeke
- Department of Urology, Ghent University Hospital, Ghent, Belgium
| | - Olivier Gevaert
- Department of Biomedical Data Science, Stanford University, School of Medicine, Stanford, California
- Stanford Center for Biomedical Informatics Research (BMIR), Stanford University, School of Medicine, Stanford, California
| | - Kathleen Marchal
- Internet Technology and Data Science Lab (IDLab/IMEC), Ghent University, Gent, Belgium
- Department of Plant biotechnology and Bioinformatics, Ghent University, Gent, Belgium
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