151
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Choudhury AD. PTEN-PI3K pathway alterations in advanced prostate cancer and clinical implications. Prostate 2022; 82 Suppl 1:S60-S72. [PMID: 35657152 DOI: 10.1002/pros.24372] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 03/21/2022] [Accepted: 05/03/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND Despite significant advances in molecular characterization and therapeutic targeting of advanced prostate cancer, it remains the second most common cause of cancer death in men in the United States. The PI3K (Phosphatidylinositol 3-kinase)/AKT (AKT serine/threonine kinase)/mTOR (mammalian target of rapamycin) signaling pathway is commonly altered in prostate cancer, most frequently through loss of the PTEN (Phosphatase and Tensin Homolog) tumor suppressor, and is critical for cancer cell proliferation, migration, and survival. METHODS This study summarizes signaling through the PTEN/PI3K pathway, alterations in pathway components commonly seen in advanced prostate cancer, and results of clinical trials of pathway inhibitors reported to date with a focus on more recently reported studies. It also reviews rationale for combination approaches currently under study, including with taxanes, immune checkpoint inhibitors and poly (ADP-ribose) polymerase inhibitors, and discusses future directions in biomarker testing and therapeutic targeting of this pathway. RESULTS Clinical trials studying pharmacologic inhibitors of PI3K, AKT or mTOR kinases have demonstrated modest activity of specific agents, with several trials of pathway inhibitors currently in progress. A key challenge is the importance of PI3K/AKT/mTOR signaling in noncancerous tissues, leading to predictable but often severe toxicities at therapeutic doses. RESULTS Further advances in selective pharmacologic inhibition of the PI3K/AKT/mTOR pathway in tumors, development of rational combinations, and appropriate biomarker selection to identify the appropriate tumor- and patient-specific vulnerabilities will be required to optimize clinical benefit from therapeutic targeting of this pathway.
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Affiliation(s)
- Atish D Choudhury
- Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
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152
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Kwan EM, Wyatt AW. Androgen receptor genomic alterations and treatment resistance in metastatic prostate cancer. Prostate 2022; 82 Suppl 1:S25-S36. [PMID: 35657159 DOI: 10.1002/pros.24356] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Revised: 03/16/2022] [Accepted: 04/04/2022] [Indexed: 12/28/2022]
Abstract
BACKGROUND Genomic alterations to the androgen receptor (AR) are common in metastatic castration-resistant prostate cancer (mCRPC). AR copy number amplifications, ligand-binding domain missense mutations, and intronic structural rearrangements can all drive resistance to approved AR pathway inhibitors and their detection via tissue or liquid biopsy is linked to clinical outcomes. With an increasingly crowded treatment landscape, there is hope that AR genomic alterations can act as prognostic and/or predictive biomarkers to guide patient management. METHODS In this review, we evaluate the current evidence for AR genomic alterations as clinical biomarkers in mCRPC, focusing on correlative studies that have used plasma circulating tumor DNA to characterize AR genotype. RESULTS We highlight data that demonstrates the complexity of AR genotype within individual patients, and suggest that future studies should account for cancer clonal heterogeneity and variable tumor content in liquid biopsy samples. Given the potential for cooccurrence of multiple AR genomic alterations in the same or competing subclones of a patient, it is distinctly challenging to attribute blanket clinical significance to any individual alteration. This challenge is further complicated by the varied treatment exposures in contemporary patients, and the fact that AR genotype continues to evolve in the mCRPC setting across sequential lines of systemic therapy. CONCLUSIONS As treatment access and liquid biopsy technology continues to improve, we posit that real-time measures of AR biology are likely to play a key role in emerging precision oncology strategies for metastatic prostate cancer.
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Affiliation(s)
- Edmond M Kwan
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Alexander W Wyatt
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada
- Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia, Canada
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153
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Cotter K, Rubin MA. The evolving landscape of prostate cancer somatic mutations. Prostate 2022; 82 Suppl 1:S13-S24. [PMID: 35657155 PMCID: PMC9328313 DOI: 10.1002/pros.24353] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 03/17/2022] [Accepted: 03/28/2022] [Indexed: 12/15/2022]
Abstract
BACKGROUND The landscape of somatic mutations in prostate cancer (PCa) has quickly evolved over the past years. RESULTS This evolution was in part due to the improved quality and lower cost of genomic sequencing platforms available to an ever-larger group of clinicians and researchers. The result of these efforts is a better understanding of early and late mutations that are enriched or nearly exclusive to treated PCa. There are, however, some important limitations to the current knowledge. The expanding variety of next-generation sequencing (NGS) assays either capture a wide spectrum of mutations but at low coverage or are focused panels that cover a select number of genes, most often cancer-related, at a deep coverage. Both of these approaches have their advantages, but ultimately miss low-frequency mutations or fail to cover the spectrum of potential mutations. Additionally, some alterations, such as the common ETS gene fusions, require a mixture of DNA and RNA analysis to capture the true frequency. Finally, almost all studies rely on bulk PCa tumor samples, which fail to consider tumor heterogeneity. Given all these caveats, the true picture of the somatic landscape of PCa continues to develop. SUMMARY In this review, the focus will be on how the landscape of mutations evolves during disease progression considering therapy. It will focus on a select group of early and late mutations and utilize SPOP mutations to illustrate recurrent alterations that may have clinical implications.
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Affiliation(s)
- Kellie Cotter
- Department for BioMedical ResearchUniversity of BernBernSwitzerland
| | - Mark A. Rubin
- Department for BioMedical ResearchUniversity of BernBernSwitzerland
- Bern Center for Precision MedicineUniversity of BernBernSwitzerland
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154
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Liu Q, Reed M, Zhu H, Cheng Y, Almeida J, Fruhbeck G, Ribeiro R, Hu P. Epigenome-wide DNA methylation and transcriptome profiling of localized and locally advanced prostate cancer: Uncovering new molecular markers. Genomics 2022; 114:110474. [DOI: 10.1016/j.ygeno.2022.110474] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 04/15/2022] [Accepted: 08/23/2022] [Indexed: 11/30/2022]
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155
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Gu CY, Dai B, Zhu Y, Lin GW, Wang HK, Ye DW, Qin XJ. The novel transcriptomic signature of angiogenesis predicts clinical outcome, tumor microenvironment and treatment response for prostate adenocarcinoma. Mol Med 2022; 28:78. [PMID: 35836112 PMCID: PMC9284787 DOI: 10.1186/s10020-022-00504-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Accepted: 06/24/2022] [Indexed: 12/30/2022] Open
Abstract
Angiogenesis plays the critical roles in promoting tumor progression, aggressiveness, and metastasis. Although few studies have revealed some angiogenesis-related genes (ARGs) could serve as prognosis-related biomarkers for the prostate cancer (PCa), the integrated role of ARGs has not been systematically studied. The RNA-sequencing data and clinical information of prostate adenocarcinoma (PRAD) were downloaded from The Cancer Genome Atlas (TCGA) as discovery dataset. Twenty-three ARGs in total were identified to be correlated with prognosis of PRAD by the univariate Cox regression analysis, and a 19-ARG signature was further developed with significant correlation with the disease-free survival (DFS) of PRAD by the least absolute shrinkage and selection operator (LASSO) Cox regression with tenfold cross-validation. The signature stratified PRAD patients into high- and low-ARGs signature score groups, and those with high ARGs signature score were associated with significantly poorer outcomes (median DFS: 62.71 months vs unreached, p < 0.0001). The predicting ability of ARGs signature was subsequently validated in two independent cohorts of GSE40272 & PRAD_MSKCC. Notably, the 19-ARG signature outperformed the typical clinical features or each involved ARG in predicting the DFS of PRAD. Furthermore, a prognostic nomogram was constructed with three independent prognostic factors, including the ARGs signature, T stage and Gleason score. The predicted results from the nomogram (C-index = 0.799, 95%CI = 0.744-0.854) matched well with the observed outcomes, which was verified by the calibration curves. The values of area under receiver operating characteristic curve (AUC) for DFS at 1-, 3-, 5-year for the nomogram were 0.82, 0.83, and 0.83, respectively, indicating the performance of nomogram model is of reasonably high accuracy and robustness. Moreover, functional enrichment analysis demonstrated the potential targets of E2F targets, G2M checkpoint pathways, and cell cycle pathways to suppress the PRAD progression. Of note, the high-risk PRAD patients were more sensitive to immune therapies, but Treg might hinder benefits from immunotherapies. Additionally, this established tool also could predict response to neoadjuvant androgen deprivation therapy (ADT) and some chemotherapy drugs, such as cisplatin, paclitaxel, and docetaxel, etc. The novel ARGs signature, with prognostic significance, can further promote the application of targeted therapies in different stratifications of PCa patients.
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Affiliation(s)
- Cheng-Yuan Gu
- Department of Urology, Fudan University Shanghai Cancer Center (FUSCC), Fudan University, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, People's Republic of China
| | - Bo Dai
- Department of Urology, Fudan University Shanghai Cancer Center (FUSCC), Fudan University, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, People's Republic of China
| | - Yao Zhu
- Department of Urology, Fudan University Shanghai Cancer Center (FUSCC), Fudan University, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, People's Republic of China
| | - Guo-Wen Lin
- Department of Urology, Fudan University Shanghai Cancer Center (FUSCC), Fudan University, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, People's Republic of China
| | - Hong-Kai Wang
- Department of Urology, Fudan University Shanghai Cancer Center (FUSCC), Fudan University, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, People's Republic of China
| | - Ding-Wei Ye
- Department of Urology, Fudan University Shanghai Cancer Center (FUSCC), Fudan University, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China. .,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, People's Republic of China.
| | - Xiao-Jian Qin
- Department of Urology, Fudan University Shanghai Cancer Center (FUSCC), Fudan University, No. 270 Dong'an Road, Shanghai, 200032, People's Republic of China. .,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, People's Republic of China.
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156
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Zhao Y, Li J, Chen J, Ye M, Jin X. Functional roles of E3 ubiquitin ligases in prostate cancer. J Mol Med (Berl) 2022; 100:1125-1144. [PMID: 35816219 DOI: 10.1007/s00109-022-02229-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 06/20/2022] [Accepted: 06/22/2022] [Indexed: 12/16/2022]
Abstract
Prostate cancer (PCa) is a malignant epithelial tumor of the prostate gland with a high male cancer incidence. Numerous studies indicate that abnormal function of ubiquitin-proteasome system (UPS) is associated with the progression and metastasis of PCa. E3 ubiquitin ligases, key components of UPS, determine the specificity of substrates, and substantial advances of E3 ubiquitin ligases have been reached recently. Herein, we introduce the structures and functions of E3 ubiquitin ligases and summarize the mechanisms of E3 ubiquitin ligases-related PCa signaling pathways. In addition, some progresses in the development of inhibitors targeting E3 ubiquitin ligases are also included.
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Affiliation(s)
- Yiting Zhao
- Department of Oncology, The Affiliated Hospital of Medical School, Ningbo University, Ningbo, 315020, China.,Department of Biochemistry and Molecular Biology and Zhejiang Key Laboratory of Pathophysiology, Medical School of Ningbo University, Ningbo, 315211, China.,Department of Chemoradiotherapy, the Affiliated People's Hospital of Ningbo University, Ningbo, 315040, China
| | - Jinyun Li
- Department of Oncology, The Affiliated Hospital of Medical School, Ningbo University, Ningbo, 315020, China.,Department of Biochemistry and Molecular Biology and Zhejiang Key Laboratory of Pathophysiology, Medical School of Ningbo University, Ningbo, 315211, China
| | - Jun Chen
- Department of Chemoradiotherapy, the Affiliated People's Hospital of Ningbo University, Ningbo, 315040, China
| | - Meng Ye
- Department of Oncology, The Affiliated Hospital of Medical School, Ningbo University, Ningbo, 315020, China.,Department of Biochemistry and Molecular Biology and Zhejiang Key Laboratory of Pathophysiology, Medical School of Ningbo University, Ningbo, 315211, China
| | - Xiaofeng Jin
- Department of Oncology, The Affiliated Hospital of Medical School, Ningbo University, Ningbo, 315020, China. .,Department of Biochemistry and Molecular Biology and Zhejiang Key Laboratory of Pathophysiology, Medical School of Ningbo University, Ningbo, 315211, China.
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157
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Blas L, Shiota M, Eto M. Current status and future perspective on the management of metastatic castration-sensitive prostate cancer. Cancer Treat Res Commun 2022; 32:100606. [PMID: 35835707 DOI: 10.1016/j.ctarc.2022.100606] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 07/04/2022] [Accepted: 07/06/2022] [Indexed: 06/15/2023]
Abstract
Since 1941, the standard treatment for metastatic castration-sensitive prostate cancer (mCSPC) was androgen deprivation therapy (ADT) by surgical or medical castration with or without first-generation antiandrogen. However, the efficacy of ADT does not last in most cases. In the 2010s, de-intensification by intermittent ADT was evaluated by RCTs for mCSPC to mitigate the treatment-emerged burdens. However, intermittent ADT failed to show non-inferiority in OS for mCSPC and is an optional treatment for selected patients with mCSPC. The treatment for patients with mCSPC has improved in the last years. Currently, based on the evidence from RCTs, intensification treatment by adding docetaxel, novel androgen receptor pathway inhibitors and multimodal treatment using radiotherapy to the primary have become new standard treatments for mCSPC. Furthermore, ongoing RCTs have been investigating the clinical values of more intensified treatments by combining multiple effective treatment for mCSPC. In addition, novel treatment using immunotherapeutics such as anti-PD-1 antibody and precision medicine approach using novel imaging and genomic marker has been investigated vigorously. Thus, we review current treatment evidence obtained by RCTs that included patients with mCSPC. The future key to mCSPC treatment could be personalized medicine including translational and clinical medicine aspects, with molecular testing to assess the biological tumor behavior to optimize clinical decision-making.
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Affiliation(s)
- Leandro Blas
- Department of Urology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Masaki Shiota
- Department of Urology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan.
| | - Masatoshi Eto
- Department of Urology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
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158
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Pham MT, Gupta A, Gupta H, Vaghasia A, Skaist A, Garrison MA, Coulter JB, Haffner MC, Zheng SL, Xu J, DeStefano Shields C, Isaacs WB, Wheelan SJ, Nelson WG, Yegnasubramanian S. Identifying Phased Mutations and Complex Rearrangements in Human Prostate Cancer Cell Lines through Linked-Read Whole-Genome Sequencing. Mol Cancer Res 2022; 20:1013-1020. [PMID: 35452513 PMCID: PMC9262859 DOI: 10.1158/1541-7786.mcr-21-0683] [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: 08/16/2021] [Revised: 03/19/2022] [Accepted: 04/14/2022] [Indexed: 11/16/2022]
Abstract
A limited number of cell lines have fueled the majority of preclinical prostate cancer research, but their genomes remain incompletely characterized. Here, we utilized whole-genome linked-read sequencing for comprehensive characterization of phased mutations and rearrangements in the most commonly used cell lines in prostate cancer research including PC3, LNCaP, DU145, CWR22Rv1, VCaP, LAPC4, MDA-PCa-2b, RWPE-1, and four derivative castrate-resistant (CR) cell lines LNCaP_Abl, LNCaP_C42b, VCaP-CR, and LAPC4-CR. Phasing of mutations allowed determination of "gene-level haplotype" to assess whether genes harbored heterozygous mutations in one or both alleles. Phased structural variant analysis allowed identification of complex rearrangement chains consistent with chromothripsis and chromoplexy. In addition, comparison of parental and derivative CR lines revealed previously known and novel genomic alterations associated with the CR phenotype. IMPLICATIONS This study therefore comprehensively characterized phased genomic alterations in the commonly used prostate cancer cell lines, providing a useful resource for future prostate cancer research.
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Affiliation(s)
- Minh-Tam Pham
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Urology, James Buchanan Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Cellular and Molecular Medicine Graduate Program, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Anuj Gupta
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Harshath Gupta
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ajay Vaghasia
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Cellular and Molecular Medicine Graduate Program, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Alyza Skaist
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - McKinzie A. Garrison
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Molecular Biology and Genetics, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Biochemistry, Cellular and Molecular Biology Graduate Program, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jonathan B. Coulter
- Department of Urology, James Buchanan Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Michael C. Haffner
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Division of Human Biology and Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, Washington
- Department of Pathology, University of Washington, Seattle, Washington
| | - S. Lilly Zheng
- Program for Personalized Cancer Care, NorthShore University HealthSystem, Evanston, Illinois
| | - Jianfeng Xu
- Program for Personalized Cancer Care, NorthShore University HealthSystem, Evanston, Illinois
| | - Christina DeStefano Shields
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - William B. Isaacs
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Urology, James Buchanan Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Cellular and Molecular Medicine Graduate Program, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Sarah J. Wheelan
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Molecular Biology and Genetics, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - William G. Nelson
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Cellular and Molecular Medicine Graduate Program, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Srinivasan Yegnasubramanian
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Cellular and Molecular Medicine Graduate Program, Johns Hopkins University School of Medicine, Baltimore, Maryland
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159
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Wenta T, Schmidt A, Zhang Q, Devarajan R, Singh P, Yang X, Ahtikoski A, Vaarala M, Wei GH, Manninen A. Disassembly of α6β4-mediated hemidesmosomal adhesions promotes tumorigenesis in PTEN-negative prostate cancer by targeting plectin to focal adhesions. Oncogene 2022; 41:3804-3820. [PMID: 35773413 PMCID: PMC9307480 DOI: 10.1038/s41388-022-02389-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 06/14/2022] [Accepted: 06/15/2022] [Indexed: 11/09/2022]
Abstract
Loss of α6β4-dependent hemidesmosomal adhesions has been observed during prostate cancer progression. However, the significance and underlying mechanisms by which aberrant hemidesmosome assembly may modulate tumorigenesis remain elusive. Using an extensive CRISPR/Cas9-mediated genetic engineering approaches in different prostate cancer cell lines combined with in vivo tumorigenesis studies in mice, bone marrow-on-chip assays and bioinformatics, as well as histological analysis of prostate cancer patient cohorts, we demonstrated that simultaneous loss of PTEN and hemidesmosomal adhesions induced several tumorigenic properties including proliferation, migration, resistance to anoikis, apoptosis, and drug treatment in vitro, and increased metastatic capacity in vivo. These effects were plectin-depended and plectin was associated with actin-rich adhesions upon hemidesmosome disruption in PTEN-negative prostate cancer cells leading to activation of EGFR/PI3K/Akt- and FAK/Src-pathways. These results suggest that analysis of PTEN and hemidesmosomal proteins may have diagnostic value helping to stratify prostate cancer patients with high risk for development of aggressive disease and highlight actin-associated plectin as a potential therapeutic target specifically in PTEN/hemidesmosome dual-negative prostate cancer.
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Affiliation(s)
- Tomasz Wenta
- Disease Networks Research Unit, Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland
| | - Anette Schmidt
- Disease Networks Research Unit, Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland
| | - Qin Zhang
- Disease Networks Research Unit, Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland
| | - Raman Devarajan
- Disease Networks Research Unit, Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland
| | | | - Xiayun Yang
- Disease Networks Research Unit, Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland
| | - Anne Ahtikoski
- Departments of Urology, Pathology and Radiology, and Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Markku Vaarala
- Departments of Urology, Pathology and Radiology, and Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Gong-Hong Wei
- Disease Networks Research Unit, Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland.,Fudan University Shanghai Cancer Center; Department of Biochemistry and Molecular Biology & Key Laboratory of Metabolism and Molecular Medicine of the Ministry of Education, School of Basic Medical Sciences, Fudan University, Shanghai, China
| | - Aki Manninen
- Disease Networks Research Unit, Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu, Finland.
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160
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Zurita AJ, Graf RP, Villacampa G, Raskina K, Sokol E, Jin D, Antonarakis ES, Li G, Huang RSP, Casanova-Salas I, Vivancos A, Carles J, Ross JS, Schrock AB, Oxnard GR, Mateo J. Genomic Biomarkers and Genome-Wide Loss-of-Heterozygosity Scores in Metastatic Prostate Cancer Following Progression on Androgen-Targeting Therapies. JCO Precis Oncol 2022; 6:e2200195. [PMID: 35820087 PMCID: PMC9307307 DOI: 10.1200/po.22.00195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE To study the impact of standard-of-care hormonal therapies on metastatic prostate cancer (mPC) clinical genomic profiles in real-world practice, with a focus on homologous recombination-repair (HRR) genes. PATIENTS AND METHODS Targeted next-generation sequencing of 1,302 patients with mPC was pursued using the FoundationOne or FoundationOne CDx assays. Longitudinal clinical data for correlative analysis were curated via technology-enabled abstraction of electronic health records. Genomic biomarkers, including individual gene aberrations and genome-wide loss-of-heterozygosity (gLOH) scores, were compared according to biopsy location and time of sample acquisition (androgen deprivation therapy [ADT]-naïve, ADT-progression and post-ADT, and novel hormonal therapies [NHT]-progression), using chi-square and Wilcoxon rank-sum tests. Multivariable analysis used linear regression. False-discovery rate of 0.05 was applied to account for multiple comparisons. RESULTS Eight hundred forty (65%), 132 (10%), and 330 (25%) biopsies were ADT-naïve, ADT-progression, and NHT-progression, respectively. Later-stage samples were enriched for AR, MYC, TP53, PTEN, and RB1 aberrations (all adjusted P values < .05), but prevalence of HRR-related BRCA2, ATM, and CDK12 aberrations remained stable. Primary and metastatic ADT-naïve biopsies presented similar prevalence of TP53 (36% v 31%) and BRCA2 (8% v 7%) aberrations; 81% of ADT-naïve BRCA2-mutated samples presented BRCA2 biallelic loss. Higher gLOH scores were independently associated with HRR genes (BRCA2, PALB2, and FANCA), TP53, and RB1 aberrations, and with prior exposure to hormonal therapies in multivariable analysis. CONCLUSION Prevalence of HRR-gene aberrations remains stable along mPC progression, supporting the use of diagnostic biopsies to guide poly (ADP-ribose) polymerase inhibitor treatment in metastatic castration-resistant prostate cancer. gLOH scores increase with emerging resistance to hormonal therapies, independently of individual HRR gene mutations.
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Affiliation(s)
- Amado J Zurita
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Guillermo Villacampa
- Vall d'Hebron Institute of Oncology (VHIO) and Vall d'Hebron University Hospital Campus, Barcelona, Spain
| | | | | | | | | | - Gerald Li
- Foundation Medicine Inc, Cambridge, MA
| | | | - Irene Casanova-Salas
- Vall d'Hebron Institute of Oncology (VHIO) and Vall d'Hebron University Hospital Campus, Barcelona, Spain
| | - Ana Vivancos
- Vall d'Hebron Institute of Oncology (VHIO) and Vall d'Hebron University Hospital Campus, Barcelona, Spain
| | - Joan Carles
- Vall d'Hebron Institute of Oncology (VHIO) and Vall d'Hebron University Hospital Campus, Barcelona, Spain
| | - Jeffrey S Ross
- Foundation Medicine Inc, Cambridge, MA.,SUNY Upstate Medical University, Syracuse, NY
| | | | | | - Joaquin Mateo
- Vall d'Hebron Institute of Oncology (VHIO) and Vall d'Hebron University Hospital Campus, Barcelona, Spain
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161
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Hatano K, Nonomura N. Genomic Profiling of Prostate Cancer: An Updated Review. World J Mens Health 2022; 40:368-379. [PMID: 34448375 PMCID: PMC9253799 DOI: 10.5534/wjmh.210072] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 06/02/2021] [Accepted: 06/13/2021] [Indexed: 12/24/2022] Open
Abstract
Understanding the genomic profiling of prostate cancer is crucial, owing to the emergence of precision medicine to guide therapeutic approaches. Over the last decade, integrative genomic profiling of prostate tumors has provided insights that improve the understanding and treatment of the disease. Minimally invasive liquid biopsy procedures have emerged to investigate cancer-related molecules with the advantage of detecting heterogeneity as well as acquired resistance in cancer. The metastatic castration-resistant prostate cancer (mCRPC) tumors have a highly complex genomic landscape compared to primary prostate tumors; a number of mCRPC harbor clinically actionable molecular alterations, including DNA damage repair (e.g., BRCA1/2 and ATM) and PTEN/phosphoinositide 3-kinase signaling. Heterogeneity in the genomic landscape of prostate cancer has become apparent and genomic alterations of TP53, RB1, AR, and cell cycle pathway are associated with poor clinical outcomes in patients. Prostate cancer with mutant SPOP shows a distinct pattern of genomic alterations, associating with better clinical outcomes. Several genomic profiling tests, which can be used in the clinic, are approved by the U.S. Food and Drug Administration, including MSK-IMPACT, FoundationOne CDx, and FoundationOne Liquid CDx. Here, we review emerging evidence for genomic profiling of prostate cancer, especially focusing on associations between genomic alteration and clinical outcome, liquid biopsy, and actionable molecular alterations.
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Affiliation(s)
- Koji Hatano
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan.
| | - Norio Nonomura
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
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Dillon KM, Bekele RT, Sztupinszki Z, Hanlon T, Rafiei S, Szallasi Z, Choudhury AD, Mouw KW. PALB2 or BARD1 loss confers homologous recombination deficiency and PARP inhibitor sensitivity in prostate cancer. NPJ Precis Oncol 2022; 6:49. [PMID: 35768576 PMCID: PMC9242979 DOI: 10.1038/s41698-022-00291-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 06/08/2022] [Indexed: 12/02/2022] Open
Abstract
PARP inhibitors were recently approved for treatment of molecularly-defined subsets of metastatic castrate-resistant prostate cancer (mCRPC) patients. Although the PARP inhibitor olaparib was approved for use in patients with a mutation in one of fourteen genes, the mutation frequency of the genes varies widely in mCRPC and the impact of the less commonly altered genes on PARP inhibitor sensitivity is uncertain. We used functional approaches to directly test the impact of PALB2 and BARD1 loss on homologous recombination (HR) function and PARP inhibitor sensitivity in prostate cancer cell lines. PALB2 or BARD1 loss led to decreased HR function as measured by loss of radiation-induced Rad51 foci formation as well as decreased HR capacity in a cell-based reporter assay. PALB2 or BARD1 loss also significantly increased sensitivity to the PARP inhibitors olaparib and rucaparib across a panel of prostate cancer cell lines. These data support PALB2 and BARD1 loss as markers of clinically relevant PARP inhibitor sensitivity and highlight the potential to use functional approaches to complement and extend findings from clinical trials of targeted agents.
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Affiliation(s)
- Kasia M Dillon
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Raie T Bekele
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | | | - Timothy Hanlon
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Shahrzad Rafiei
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Zoltan Szallasi
- Danish Cancer Society Research Center, Copenhagen, Denmark.,Computational Health Informatics Program, Boston Children's Hospital, Boston, MA, USA.,Second Department of Pathology, SE NAP, Brain Metastasis Research Goup, Semmelweis University, Budapest, Hungary
| | - Atish D Choudhury
- Harvard Medical School, Boston, MA, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Kent W Mouw
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA, USA. .,Harvard Medical School, Boston, MA, USA. .,Broad Institute of MIT and Harvard, Cambridge, MA, USA. .,Department of Radiation Oncology, Brigham & Women's Hospital, Boston, MA, USA.
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163
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Mai CW, Chin KY, Foong LC, Pang KL, Yu B, Shu Y, Chen S, Cheong SK, Chua CW. Modeling prostate cancer: What does it take to build an ideal tumor model? Cancer Lett 2022; 543:215794. [PMID: 35718268 DOI: 10.1016/j.canlet.2022.215794] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 06/10/2022] [Indexed: 11/17/2022]
Abstract
Prostate cancer is frequently characterized as a multifocal disease with great intratumoral heterogeneity as well as a high propensity to metastasize to bone. Consequently, modeling prostate tumor has remained a challenging task for researchers in this field. In the past decades, genomic advances have led to the identification of key molecular alterations in prostate cancer. Moreover, resistance towards second-generation androgen-deprivation therapy, namely abiraterone and enzalutamide has unveiled androgen receptor-independent diseases with distinctive histopathological and clinical features. In this review, we have critically evaluated the commonly used preclinical models of prostate cancer with respect to their capability of recapitulating the key genomic alterations, histopathological features and bone metastatic potential of human prostate tumors. In addition, we have also discussed the potential use of the emerging organoid models in prostate cancer research, which possess clear advantages over the commonly used preclinical tumor models. We anticipate that no single model can faithfully recapitulate the complexity of prostate cancer, and thus, propose the use of a cost- and time-efficient integrated tumor modeling approach for future prostate cancer investigations.
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Affiliation(s)
- Chun-Wai Mai
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med X Clinical Stem Cell Research Center, Department of Urology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China; Centre for Stem Cell Research, Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Selangor, 43000, Malaysia
| | - Kok-Yong Chin
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med X Clinical Stem Cell Research Center, Department of Urology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China; Department of Pharmacology, Faculty of Medicine, Universiti Kebangsaan Malaysia, Kuala Lumpur, 56000, Malaysia
| | - Lian-Chee Foong
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med X Clinical Stem Cell Research Center, Department of Urology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China; Centre for Stem Cell Research, Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Selangor, 43000, Malaysia
| | - Kok-Lun Pang
- Newcastle University Medicine Malaysia, Iskandar Puteri, 79200, Malaysia
| | - Bin Yu
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med X Clinical Stem Cell Research Center, Department of Urology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Yu Shu
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med X Clinical Stem Cell Research Center, Department of Urology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Sisi Chen
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med X Clinical Stem Cell Research Center, Department of Urology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Soon-Keng Cheong
- Centre for Stem Cell Research, Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Selangor, 43000, Malaysia
| | - Chee Wai Chua
- State Key Laboratory of Oncogenes and Related Genes, Renji-Med X Clinical Stem Cell Research Center, Department of Urology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China.
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164
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Kensler KH, Baichoo S, Pathania S, Rebbeck TR. The tumor mutational landscape of BRCA2-deficient primary and metastatic prostate cancer. NPJ Precis Oncol 2022; 6:39. [PMID: 35715489 PMCID: PMC9205939 DOI: 10.1038/s41698-022-00284-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 05/17/2022] [Indexed: 02/08/2023] Open
Abstract
Carriers of germline BRCA2 pathogenic sequence variants have elevated aggressive prostate cancer risk and are candidates for precision oncology treatments. We examined whether BRCA2-deficient (BRCA2d) prostate tumors have distinct genomic alterations compared with BRCA2-intact (BRCA2i) tumors. Among 2536 primary and 899 metastatic prostate tumors from the ICGC, GENIE, and TCGA databases, we identified 138 primary and 85 metastatic BRCA2d tumors. Total tumor mutation burden (TMB) was higher among primary BRCA2d tumors, although pathogenic TMB did not differ by tumor BRCA2 status. Pathogenic and total single nucleotide variant (SNV) frequencies at KMT2D were higher in BRCA2d primary tumors, as was the total SNV frequency at KMT2D in BRCA2d metastatic tumors. Homozygous deletions at NEK3, RB1, and APC were enriched in BRCA2d primary tumors, and RB1 deletions in metastatic BRCA2d tumors as well. TMPRSS2-ETV1 fusions were more common in BRCA2d tumors. These results identify somatic alterations that hallmark etiological and prognostic differences between BRCA2d and BRCA2i prostate tumors.
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Affiliation(s)
- Kevin H. Kensler
- grid.5386.8000000041936877XDepartment of Population Health Sciences, Weill Cornell Medicine, New York, NY USA
| | - Shakuntala Baichoo
- grid.45199.300000 0001 2288 9451Department of Digital Technologies, FoICDT, University of Mauritius, Réduit, Mauritius
| | - Shailja Pathania
- grid.266684.80000 0001 2184 9220Center for Personalized Cancer Therapy, University of Massachusetts, Boston, MA USA ,grid.266684.80000 0001 2184 9220Department of Biology, University of Massachusetts, Boston, MA USA
| | - Timothy R. Rebbeck
- grid.65499.370000 0001 2106 9910Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA USA ,grid.38142.3c000000041936754XDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA USA
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165
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Mekonnen N, Yang H, Shin YK. Homologous Recombination Deficiency in Ovarian, Breast, Colorectal, Pancreatic, Non-Small Cell Lung and Prostate Cancers, and the Mechanisms of Resistance to PARP Inhibitors. Front Oncol 2022; 12:880643. [PMID: 35785170 PMCID: PMC9247200 DOI: 10.3389/fonc.2022.880643] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Accepted: 05/18/2022] [Indexed: 11/30/2022] Open
Abstract
Homologous recombination (HR) is a highly conserved DNA repair mechanism that protects cells from exogenous and endogenous DNA damage. Breast cancer 1 (BRCA1) and breast cancer 2 (BRCA2) play an important role in the HR repair pathway by interacting with other DNA repair proteins such as Fanconi anemia (FA) proteins, ATM, RAD51, PALB2, MRE11A, RAD50, and NBN. These pathways are frequently aberrant in cancer, leading to the accumulation of DNA damage and genomic instability known as homologous recombination deficiency (HRD). HRD can be caused by chromosomal and subchromosomal aberrations, as well as by epigenetic inactivation of tumor suppressor gene promoters. Deficiency in one or more HR genes increases the risk of many malignancies. Another conserved mechanism involved in the repair of DNA single-strand breaks (SSBs) is base excision repair, in which poly (ADP-ribose) polymerase (PARP) enzymes play an important role. PARP inhibitors (PARPIs) convert SSBs to more cytotoxic double-strand breaks, which are repaired in HR-proficient cells, but remain unrepaired in HRD. The blockade of both HR and base excision repair pathways is the basis of PARPI therapy. The use of PARPIs can be expanded to sporadic cancers displaying the “BRCAness” phenotype. Although PARPIs are effective in many cancers, their efficacy is limited by the development of resistance. In this review, we summarize the prevalence of HRD due to mutation, loss of heterozygosity, and promoter hypermethylation of 35 DNA repair genes in ovarian, breast, colorectal, pancreatic, non-small cell lung cancer, and prostate cancer. The underlying mechanisms and strategies to overcome PARPI resistance are also discussed.
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Affiliation(s)
- Negesse Mekonnen
- Department of Pharmacy, Research Institute of Pharmaceutical Science, Seoul National University College of Pharmacy, Seoul, South Korea
- Department of Veterinary Science, School of Animal Science and Veterinary Medicine, Bahir Dar University, Bahir Dar, Ethiopia
| | - Hobin Yang
- Department of Pharmacy, Research Institute of Pharmaceutical Science, Seoul National University College of Pharmacy, Seoul, South Korea
| | - Young Kee Shin
- Department of Pharmacy, Research Institute of Pharmaceutical Science, Seoul National University College of Pharmacy, Seoul, South Korea
- Bio-MAX/N-Bio, Seoul National University, Seoul, South Korea
- Department of Molecular Medicine and Biopharmaceutical Sciences, Seoul National University Graduate School of Convergence Science and Technology, Seoul, South Korea
- LOGONE Bio Convergence Research Foundation, Center for Companion Diagnostics, Seoul, South Korea
- *Correspondence: Young Kee Shin,
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166
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Wang M, Banik I, Shain AH, Yeh I, Bastian BC. Integrated genomic analyses of acral and mucosal melanomas nominate novel driver genes. Genome Med 2022; 14:65. [PMID: 35706047 PMCID: PMC9202124 DOI: 10.1186/s13073-022-01068-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 06/03/2022] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Acral and mucosal melanomas are aggressive subtypes of melanoma, which have a significantly lower burden of somatic mutations than cutaneous melanomas, but more frequent copy number variations, focused gene amplifications, and structural alterations. The landscapes of their genomic alterations remain to be fully characterized. METHODS We compiled sequencing data of 240 human acral and mucosal melanoma samples from 11 previously published studies and applied a uniform pipeline to call tumor cell content, ploidy, somatic and germline mutations, as well as CNVs, LOH, and SVs. We identified genes that are significantly mutated or recurrently affected by CNVs and implicated in oncogenesis. We further examined the difference in the frequency of recurrent pathogenic alterations between the two melanoma subtypes, correlation between pathogenic alterations, and their association with clinical features. RESULTS We nominated PTPRJ, mutated and homozygously deleted in 3.8% (9/240) and 0.8% (2/240) of samples, respectively, as a probable tumor suppressor gene, and FER and SKP2, amplified in 3.8% and 11.7% of samples, respectively, as probable oncogenes. We further identified a long tail of infrequent pathogenic alterations, involving genes such as CIC and LZTR1. Pathogenic germline mutations were observed on MITF, PTEN, ATM, and PRKN. We found BRAF V600E mutations in acral melanomas with fewer structural variations, suggesting that they are distinct and related to cutaneous melanomas. Amplifications of PAK1 and GAB2 were more commonly observed in acral melanomas, whereas SF3B1 R625 codon mutations were unique to mucosal melanomas (12.9%). Amplifications at 11q13-14 were frequently accompanied by fusion to a region on chromosome 6q12, revealing a recurrent novel structural rearrangement whose role remains to be elucidated. CONCLUSIONS Our meta-analysis expands the catalog of driver mutations in acral and mucosal melanomas, sheds new light on their pathogenesis and broadens the catalog of therapeutic targets for these difficult-to-treat cancers.
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Affiliation(s)
- Meng Wang
- Department of Dermatology, University of California San Francisco, San Francisco, CA, USA
- Helen Diller Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Ishani Banik
- Department of Dermatology, University of California San Francisco, San Francisco, CA, USA
- Helen Diller Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - A Hunter Shain
- Department of Dermatology, University of California San Francisco, San Francisco, CA, USA
- Helen Diller Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Iwei Yeh
- Department of Dermatology, University of California San Francisco, San Francisco, CA, USA.
- Helen Diller Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.
- Department of Pathology, University of California San Francisco, San Francisco, CA, USA.
| | - Boris C Bastian
- Department of Dermatology, University of California San Francisco, San Francisco, CA, USA.
- Helen Diller Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.
- Department of Pathology, University of California San Francisco, San Francisco, CA, USA.
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167
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Sawant M, Mahajan K, Renganathan A, Weimholt C, Luo J, Kukshal V, Jez JM, Jeon MS, Zhang B, Li T, Fang B, Luo Y, Lawrence NJ, Lawrence HR, Feng FY, Mahajan NP. Chronologically modified androgen receptor in recurrent castration-resistant prostate cancer and its therapeutic targeting. Sci Transl Med 2022; 14:eabg4132. [PMID: 35704598 PMCID: PMC10259236 DOI: 10.1126/scitranslmed.abg4132] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Resistance to second-generation androgen receptor (AR) antagonists such as enzalutamide is an inevitable consequence in patients with castration-resistant prostate cancer (CRPC). There are no effective therapeutic options for this recurrent disease. The expression of truncated AR variant 7 (AR-V7) has been suggested to be one mechanism of resistance; however, its low frequency in patients with CRPC does not explain the almost universal acquisition of resistance. We noted that the ability of AR to translocate to nucleus in an enzalutamide-rich environment opens up the possibility of a posttranslational modification in AR that is refractory to enzalutamide binding. Chemical proteomics in enzalutamide-resistant CRPC cells revealed acetylation at Lys609 in the zinc finger DNA binding domain of AR (acK609-AR) that not only allowed AR translocation but also galvanized a distinct global transcription program, conferring enzalutamide insensitivity. Mechanistically, acK609-AR was recruited to the AR and ACK1/TNK2 enhancers, up-regulating their transcription. ACK1 kinase-mediated AR Y267 phosphorylation was a prerequisite for AR K609 acetylation, which spawned positive feedback loops at both the transcriptional and posttranslational level that regenerated and sustained high AR and ACK1 expression. Consistent with these findings, oral and subcutaneous treatment with ACK1 small-molecule inhibitor, (R)-9b, not only curbed AR Y267 phosphorylation and subsequent K609 acetylation but also compromised enzalutamide-resistant CRPC xenograft tumor growth in mice. Overall, these data uncover chronological modification events in AR that allows prostate cancer to evolve through progressive stages to reach the resilient recurrent CRPC stage, opening up a therapeutic vulnerability.
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Affiliation(s)
- Mithila Sawant
- Department of Surgery, Washington University in St. Louis, St. Louis, MO 63110, USA
- Division of Urologic Surgery, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - Kiran Mahajan
- Department of Surgery, Washington University in St. Louis, St. Louis, MO 63110, USA
- Division of Urologic Surgery, Washington University in St. Louis, St. Louis, MO 63110, USA
- Siteman Cancer Center, Washington University in St. Louis, Cancer Research Building, 660 Euclid Ave., St. Louis, MO 63110, USA
| | - Arun Renganathan
- Department of Surgery, Washington University in St. Louis, St. Louis, MO 63110, USA
- Division of Urologic Surgery, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - Cody Weimholt
- Department of Anatomic and Clinical Pathology, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - Jingqin Luo
- Department of Surgery, Washington University in St. Louis, St. Louis, MO 63110, USA
- Siteman Cancer Center, Washington University in St. Louis, Cancer Research Building, 660 Euclid Ave., St. Louis, MO 63110, USA
| | - Vandna Kukshal
- Department of Biology, Washington University in St. Louis, One Brookings Drive, St. Louis, MO 63110, USA
| | - Joseph M. Jez
- Department of Biology, Washington University in St. Louis, One Brookings Drive, St. Louis, MO 63110, USA
| | - Myung Sik Jeon
- Siteman Cancer Center, Washington University in St. Louis, Cancer Research Building, 660 Euclid Ave., St. Louis, MO 63110, USA
| | - Bo Zhang
- Bioinformatics Research Core, Center of Regenerative Medicine, Department of Developmental Biology, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - Tiandao Li
- Bioinformatics Research Core, Center of Regenerative Medicine, Department of Developmental Biology, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - Bin Fang
- Drug Discovery Department, Moffitt Cancer Center, Department of Oncologic Sciences, University of South Florida, 12902 USF Magnolia Drive, Tampa, FL 33612, USA
| | - Yunting Luo
- Drug Discovery Department, Moffitt Cancer Center, Department of Oncologic Sciences, University of South Florida, 12902 USF Magnolia Drive, Tampa, FL 33612, USA
| | - Nicholas J. Lawrence
- Drug Discovery Department, Moffitt Cancer Center, Department of Oncologic Sciences, University of South Florida, 12902 USF Magnolia Drive, Tampa, FL 33612, USA
| | - Harshani R. Lawrence
- Drug Discovery Department, Moffitt Cancer Center, Department of Oncologic Sciences, University of South Florida, 12902 USF Magnolia Drive, Tampa, FL 33612, USA
| | - Felix Y. Feng
- Helen Diller Family Cancer Research Building, 1450 Third Street, Room 383, University of California, San Francisco, CA 94158, USA
| | - Nupam P. Mahajan
- Department of Surgery, Washington University in St. Louis, St. Louis, MO 63110, USA
- Division of Urologic Surgery, Washington University in St. Louis, St. Louis, MO 63110, USA
- Siteman Cancer Center, Washington University in St. Louis, Cancer Research Building, 660 Euclid Ave., St. Louis, MO 63110, USA
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168
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Nevedomskaya E, Haendler B. From Omics to Multi-Omics Approaches for In-Depth Analysis of the Molecular Mechanisms of Prostate Cancer. Int J Mol Sci 2022; 23:6281. [PMID: 35682963 PMCID: PMC9181488 DOI: 10.3390/ijms23116281] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 05/24/2022] [Accepted: 06/01/2022] [Indexed: 02/01/2023] Open
Abstract
Cancer arises following alterations at different cellular levels, including genetic and epigenetic modifications, transcription and translation dysregulation, as well as metabolic variations. High-throughput omics technologies that allow one to identify and quantify processes involved in these changes are now available and have been instrumental in generating a wealth of steadily increasing data from patient tumors, liquid biopsies, and from tumor models. Extensive investigation and integration of these data have led to new biological insights into the origin and development of multiple cancer types and helped to unravel the molecular networks underlying this complex pathology. The comprehensive and quantitative analysis of a molecule class in a biological sample is named omics and large-scale omics studies addressing different prostate cancer stages have been performed in recent years. Prostate tumors represent the second leading cancer type and a prevalent cause of cancer death in men worldwide. It is a very heterogenous disease so that evaluating inter- and intra-tumor differences will be essential for a precise insight into disease development and plasticity, but also for the development of personalized therapies. There is ample evidence for the key role of the androgen receptor, a steroid hormone-activated transcription factor, in driving early and late stages of the disease, and this led to the development and approval of drugs addressing diverse targets along this pathway. Early genomic and transcriptomic studies have allowed one to determine the genes involved in prostate cancer and regulated by androgen signaling or other tumor-relevant signaling pathways. More recently, they have been supplemented by epigenomic, cistromic, proteomic and metabolomic analyses, thus, increasing our knowledge on the intricate mechanisms involved, the various levels of regulation and their interplay. The comprehensive investigation of these omics approaches and their integration into multi-omics analyses have led to a much deeper understanding of the molecular pathways involved in prostate cancer progression, and in response and resistance to therapies. This brings the hope that novel vulnerabilities will be identified, that existing therapies will be more beneficial by targeting the patient population likely to respond best, and that bespoke treatments with increased efficacy will be available soon.
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Affiliation(s)
| | - Bernard Haendler
- Research and Early Development, Pharmaceuticals, Bayer AG, Müllerstr. 178, 13353 Berlin, Germany;
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169
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Panel Informativity Optimizer: An R Package to Improve Cancer Next-Generation Sequencing Panel Informativity. J Mol Diagn 2022; 24:697-709. [PMID: 35427780 DOI: 10.1016/j.jmoldx.2022.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2021] [Revised: 12/22/2021] [Accepted: 03/09/2022] [Indexed: 11/23/2022] Open
Abstract
Mutation detection by next-generation sequencing is routinely used for cancer diagnosis. Selecting an optimal set of genes for a given cancer is not trivial as it has to optimize informativity (ie, the number of patients with at least one mutation in the panel), while minimizing panel length to reduce sequencing costs and increase sensitivity. We propose herein Panel Informativity Optimizer (PIO), an open-source software developed as an R package with a user-friendly graphical interface to help optimize cancer next-generation sequencing panel informativity. Using patient-level mutational data from either private data sets or preloaded data set of 91 independent cohorts from 31 different cancer types, PIO selects an optimal set of genomic intervals to maximize informativity and panel size in a given cancer type. Different options are offered, such as the definition of genomic intervals at the gene or exon level and the use of optimization strategy at the patient or patient per kilobase level. PIO can also propose an optimal set of genomic intervals to increase informativity of custom panels. A panel tester function is also available for panel benchmarking. Using public databases, as well as data from real-life settings, we demonstrate that PIO allows panel size reduction of up to 1000 kb, and accurately predicts the performance of custom or commercial panels.
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170
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Rao A, Antonarakis ES. The growing role of rucaparib in contemporary treatment of metastatic prostate cancer: a review of efficacy and guidance for side effect management. Expert Rev Anticancer Ther 2022; 22:671-679. [PMID: 35594523 DOI: 10.1080/14737140.2022.2081154] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
INTRODUCTION In May 2020, the approval of rucaparib - a poly-ADP-ribose polymerase (PARP) inhibitor - in the USA marked the arrival of a new class of targeted therapeutics for a subset of metastatic castration-resistant prostate cancer patients whose tumors harbor germline or somatic BRCA1/2 gene alterations. It has now become critical for physicians to be aware of the role and nuances of management of PARP inhibitor therapies in prostate cancer. AREAS COVERED We focus on rucaparib's pharmacology, key clinical trials that support its current indication, the competitive landscape, and our considerations for management of adverse events. We also review the ongoing clinical trials that may expand its utility in prostate cancer in our expert opinion. Finally, we discuss the opportunities that exist for further development of this class of targeted agents in prostate cancer. EXPERT OPINION We believe that the time has come to develop functional assays of HRR proficiency or deficiency in order to better guide PARP inhibitor selection for patients with prostate cancer and beyond.
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Affiliation(s)
- Arpit Rao
- Hematology and Oncology, Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Emmanuel S Antonarakis
- Hematology, Oncology and Transplantation, Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
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171
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Liu W, Xiang J, Wu X, Wei S, Huang H, Xiao Y, Zhai B, Wang T. Transcriptome Profiles Reveal a 12-Signature Metabolic Prediction Model and a Novel Role of Myo-Inositol Oxygenase in the Progression of Prostate Cancer. Front Oncol 2022; 12:899861. [PMID: 35669435 PMCID: PMC9163567 DOI: 10.3389/fonc.2022.899861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Accepted: 04/04/2022] [Indexed: 11/28/2022] Open
Abstract
Prostate adenocarcinoma (PRAD) is an extremely common type of cancer in the urinary system. Here, we aimed to establish a metabolic signature to identify novel targets in a predictive model of PRAD patients. A total of 133 metabolic differentially expressed genes (MDEGs) were identified with significant prognostic value. Least absolute shrinkage and selection operator (LASSO) regression analysis was used to construct a 12-mRNA signature model, a metabolic prediction model (MPM), in 491 PRAD patients. The risk score of the MPM significantly predicted the progression of PRAD patients (p < 0.001, area under the curve (AUC) = 0.745). Furthermore, myo-inositol oxygenase (MIOX), the most prominently upregulated metabolic enzyme and hub gene in the protein-protein interaction network of the MPM, showed significant prognostic implications. Next, MIOX expression in normal prostate tissues was lower than in PRAD tissues, and high MIOX expression was significantly associated with disease progression (p = 0.005, HR = 2.274) in 81 PRAD patients undergoing first-line androgen receptor signaling inhibitor treatment from the Renji cohort. Additionally, MIOX was significantly involved in the abnormal immune infiltration of the tumor microenvironment and associated with the DNA damage repair process of PRAD. In conclusion, this study provides the first opportunity to comprehensively elucidate the landscape of prognostic MDEGs, establish novel prognostic modeling of MPM using large-scale PRAD transcriptomic data, and identify MIOX as a potential prognostic target in PRAD patients from multiple cohorts. These findings help manage risk assessment and provide valuable insights into treatment strategies for PRAD.
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Affiliation(s)
- Wangrui Liu
- Department of Interventional Oncology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Clinical Medicine, Medical School of Nantong University, Nantong, China
| | - Jianfeng Xiang
- Department of Interventional Oncology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xinrui Wu
- Department of Clinical Medicine, Medical School of Nantong University, Nantong, China
| | - Shiyin Wei
- Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Haineng Huang
- Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Yu Xiao
- Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | - Bo Zhai
- Department of Interventional Oncology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Tao Wang
- Department of Interventional Oncology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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172
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Zou H, Pan T, Gao Y, Chen R, Li S, Guo J, Tian Z, Xu G, Xu J, Ma Y, Li Y. Pan-cancer assessment of mutational landscape in intrinsically disordered hotspots reveals potential driver genes. Nucleic Acids Res 2022; 50:e49. [PMID: 35061901 PMCID: PMC9122534 DOI: 10.1093/nar/gkac028] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 12/22/2021] [Accepted: 01/10/2022] [Indexed: 11/13/2022] Open
Abstract
Large-scale cancer genome sequencing has enabled the catalogs of somatic mutations; however, the mutational impact on intrinsically disordered protein regions (IDRs) has not been systematically investigated to date. Here, we comprehensively characterized the mutational landscapes of IDRs and found that IDRs have higher mutation frequencies across diverse cancers. We thus developed a computational method, ROI-Driver, to identify putative driver genes enriching IDR and domain hotspots in cancer. Numerous well-known cancer-related oncogenes or tumor suppressors that play important roles in cancer signaling regulation, development and immune response were identified at a higher resolution. In particular, the incorporation of IDR structures helps in the identification of novel potential driver genes that play central roles in human protein-protein interaction networks. Interestingly, we found that the putative driver genes with IDR hotspots were significantly enriched with predicted phase separation propensities, suggesting that IDR mutations disrupt phase separation in key cellular pathways. We also identified an appreciable number of clinically relevant genes enriching IDR mutational hotspots that exhibited differential expression patterns and are associated with cancer patient survival. In summary, combinations of mutational effects on IDRs significantly increase the sensitivity of driver detection and are likely to open new therapeutic avenues for various cancers.
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Affiliation(s)
- Haozhe Zou
- Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Provincial Key Laboratory for Human Reproductive Medicine and Genetic Research, International Technology Cooperation Base ‘China–Myanmar Joint Research Center for Prevention and Treatment of Regional Major Disease’ by the Ministry of Science and Technology of China, Hainan Provincial Clinical Research Center for Thalassemia, The First Affiliated Hospital of Hainan Medical University, College of Biomedical Information and Engineering, Hainan Medical University, Haikou 571199, China
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150081, China
| | - Tao Pan
- Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Provincial Key Laboratory for Human Reproductive Medicine and Genetic Research, International Technology Cooperation Base ‘China–Myanmar Joint Research Center for Prevention and Treatment of Regional Major Disease’ by the Ministry of Science and Technology of China, Hainan Provincial Clinical Research Center for Thalassemia, The First Affiliated Hospital of Hainan Medical University, College of Biomedical Information and Engineering, Hainan Medical University, Haikou 571199, China
| | - Yueying Gao
- Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Provincial Key Laboratory for Human Reproductive Medicine and Genetic Research, International Technology Cooperation Base ‘China–Myanmar Joint Research Center for Prevention and Treatment of Regional Major Disease’ by the Ministry of Science and Technology of China, Hainan Provincial Clinical Research Center for Thalassemia, The First Affiliated Hospital of Hainan Medical University, College of Biomedical Information and Engineering, Hainan Medical University, Haikou 571199, China
| | - Renwei Chen
- Hainan Women and Children’s Medical Center, Hainan Medical University, Haikou 571199, China
| | - Si Li
- Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Provincial Key Laboratory for Human Reproductive Medicine and Genetic Research, International Technology Cooperation Base ‘China–Myanmar Joint Research Center for Prevention and Treatment of Regional Major Disease’ by the Ministry of Science and Technology of China, Hainan Provincial Clinical Research Center for Thalassemia, The First Affiliated Hospital of Hainan Medical University, College of Biomedical Information and Engineering, Hainan Medical University, Haikou 571199, China
| | - Jing Guo
- Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Provincial Key Laboratory for Human Reproductive Medicine and Genetic Research, International Technology Cooperation Base ‘China–Myanmar Joint Research Center for Prevention and Treatment of Regional Major Disease’ by the Ministry of Science and Technology of China, Hainan Provincial Clinical Research Center for Thalassemia, The First Affiliated Hospital of Hainan Medical University, College of Biomedical Information and Engineering, Hainan Medical University, Haikou 571199, China
| | - Zhanyu Tian
- Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Provincial Key Laboratory for Human Reproductive Medicine and Genetic Research, International Technology Cooperation Base ‘China–Myanmar Joint Research Center for Prevention and Treatment of Regional Major Disease’ by the Ministry of Science and Technology of China, Hainan Provincial Clinical Research Center for Thalassemia, The First Affiliated Hospital of Hainan Medical University, College of Biomedical Information and Engineering, Hainan Medical University, Haikou 571199, China
| | - Gang Xu
- Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Provincial Key Laboratory for Human Reproductive Medicine and Genetic Research, International Technology Cooperation Base ‘China–Myanmar Joint Research Center for Prevention and Treatment of Regional Major Disease’ by the Ministry of Science and Technology of China, Hainan Provincial Clinical Research Center for Thalassemia, The First Affiliated Hospital of Hainan Medical University, College of Biomedical Information and Engineering, Hainan Medical University, Haikou 571199, China
| | - Juan Xu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150081, China
| | - Yanlin Ma
- Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Provincial Key Laboratory for Human Reproductive Medicine and Genetic Research, International Technology Cooperation Base ‘China–Myanmar Joint Research Center for Prevention and Treatment of Regional Major Disease’ by the Ministry of Science and Technology of China, Hainan Provincial Clinical Research Center for Thalassemia, The First Affiliated Hospital of Hainan Medical University, College of Biomedical Information and Engineering, Hainan Medical University, Haikou 571199, China
| | - Yongsheng Li
- Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Provincial Key Laboratory for Human Reproductive Medicine and Genetic Research, International Technology Cooperation Base ‘China–Myanmar Joint Research Center for Prevention and Treatment of Regional Major Disease’ by the Ministry of Science and Technology of China, Hainan Provincial Clinical Research Center for Thalassemia, The First Affiliated Hospital of Hainan Medical University, College of Biomedical Information and Engineering, Hainan Medical University, Haikou 571199, China
- Hainan Women and Children’s Medical Center, Hainan Medical University, Haikou 571199, China
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173
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Jafari H, Hussain S, Campbell MJ. Nuclear Receptor Coregulators in Hormone-Dependent Cancers. Cancers (Basel) 2022; 14:2402. [PMID: 35626007 PMCID: PMC9139824 DOI: 10.3390/cancers14102402] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 05/09/2022] [Indexed: 12/10/2022] Open
Abstract
Nuclear receptors (NRs) function collectively as a transcriptional signaling network that mediates gene regulatory actions to either maintain cellular homeostasis in response to hormonal, dietary and other environmental factors, or act as orphan receptors with no known ligand. NR complexes are large and interact with multiple protein partners, collectively termed coregulators. Coregulators are essential for regulating NR activity and can dictate whether a target gene is activated or repressed by a variety of mechanisms including the regulation of chromatin accessibility. Altered expression of coregulators contributes to a variety of hormone-dependent cancers including breast and prostate cancers. Therefore, understanding the mechanisms by which coregulators interact with and modulate the activity of NRs provides opportunities to develop better prognostic and diagnostic approaches, as well as novel therapeutic targets. This review aims to gather and summarize recent studies, techniques and bioinformatics methods used to identify distorted NR coregulator interactions that contribute as cancer drivers in hormone-dependent cancers.
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Affiliation(s)
- Hedieh Jafari
- Department of Molecular Genetics, The Ohio State University, Columbus, OH 43210, USA;
- Department of Pharmaceutics and Pharmaceutical Chemistry, College of Pharmacy, The Ohio State University, Columbus, OH 43210, USA;
| | - Shahid Hussain
- Department of Pharmaceutics and Pharmaceutical Chemistry, College of Pharmacy, The Ohio State University, Columbus, OH 43210, USA;
| | - Moray J. Campbell
- Department of Pharmaceutics and Pharmaceutical Chemistry, College of Pharmacy, The Ohio State University, Columbus, OH 43210, USA;
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174
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Hwang JH, Arafeh R, Seo JH, Baca SC, Ludwig M, Arnoff TE, Sawyer L, Richter C, Tape S, Bergom HE, McSweeney S, Rennhack JP, Klingenberg SA, Cheung ATM, Kwon J, So J, Kregel S, Van Allen EM, Drake JM, Freedman ML, Hahn WC. CREB5 reprograms FOXA1 nuclear interactions to promote resistance to androgen receptor targeting therapies. eLife 2022; 11:73223. [PMID: 35550030 PMCID: PMC9135408 DOI: 10.7554/elife.73223] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 05/11/2022] [Indexed: 11/13/2022] Open
Abstract
Metastatic castration resistant prostate cancers (mCRPC) are treated with therapies that antagonize the androgen receptor (AR). Nearly all patients develop resistance to AR-targeted therapies (ART). Our previous work identified CREB5 as an upregulated target gene in human mCRPC that promoted resistance to all clinically-approved ART. The mechanisms by which CREB5 promotes progression of mCRPC or other cancers remains elusive. Integrating ChIP-seq and rapid immunoprecipitation and mass spectroscopy of endogenous proteins (RIME), we report that cells overexpressing CREB5 demonstrate extensive reprogramming of nuclear protein-protein interactions in response to the ART agent enzalutamide. Specifically, CREB5 physically interacts with AR, the pioneering actor FOXA1, and other known co-factors of AR and FOXA1 at transcription regulatory elements recently found to be active in mCRPC patients. We identified a subset of CREB5/FOXA1 co-interacting nuclear factors that have critical functions for AR transcription (GRHL2, HOXB13) while others (TBX3, NFIC) regulated cell viability and ART resistance and were amplified or overexpressed in mCRPC. Upon examining the nuclear protein interactions and the impact of CREB5 expression on the mCRPC patient transcriptome, we found CREB5 was associated with Wnt signaling and epithelial to mesenchymal transitions, implicating these pathways in CREB5/FOXA1-mediated ART resistance. Overall, these observations define the molecular interactions among CREB5, FOXA1, and pathways that promote ART resistance.
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Affiliation(s)
- Justin H Hwang
- Masonic Cancer Center, University of Minnesota, Minneapolis, United States
| | - Rand Arafeh
- Department of Medical Oncology, Dana-Farber Cancer Institue, Boston, United States
| | - Ji-Heui Seo
- Department of Medical Oncology, Dana-Farber Cancer Institue, Boston, United States
| | - Sylvan C Baca
- Department of Medical Oncology, Dana-Farber Cancer Institue, Boston, United States
| | - Megan Ludwig
- Department of Pharmacology, University of Minnesota, Minneapolis, United States
| | | | - Lydia Sawyer
- Department of Medical Oncology, Dana-Farber Cancer Institue, Boston, United States
| | - Camden Richter
- Department of Medical Oncology, Dana-Farber Cancer Institue, Boston, United States
| | - Sydney Tape
- Department of Medicine, University of Minnesota, Minneapolis, United States
| | - Hannah E Bergom
- Department of Medicine, University of Minnesota, Minneapolis, United States
| | - Sean McSweeney
- Department of Medicine, University of Minnesota, Minneapolis, United States
| | - Jonathan P Rennhack
- Department of Medical Oncology, Dana-Farber Cancer Institue, Boston, United States
| | | | | | - Jason Kwon
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States
| | - Jonathan So
- 1Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States
| | - Steven Kregel
- Department of Cancer Biology, Loyola University Chicago, Maywood, United States
| | - Eliezer M Van Allen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States
| | - Justin M Drake
- Department of Pharmacology and Urology, University of Minnesota, Minneapolis, United States
| | - Matthew L Freedman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States
| | - William C Hahn
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, United States
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175
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Flippot R, Patrikidou A, Aldea M, Colomba E, Lavaud P, Albigès L, Naoun N, Blanchard P, Terlizzi M, Garcia C, Bernard-Tessier A, Fuerea A, Di Palma M, Escudier B, Loriot Y, Baciarello G, Fizazi K. PARP Inhibition, a New Therapeutic Avenue in Patients with Prostate Cancer. Drugs 2022; 82:719-733. [PMID: 35511402 DOI: 10.1007/s40265-022-01703-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/10/2022] [Indexed: 02/06/2023]
Abstract
Up to 25% of patients with metastatic prostate cancer present with germline or somatic DNA damage repair alterations, some of which are associated with aggressive disease and poor outcomes. New data have brought poly(ADP-ribose) polymerase (PARP) inhibitors into sharp focus in the treatment of metastatic castrate-resistant prostate cancer (mCRPC). Olaparib improved survival after at least one new hormonal therapy (NHT) in a cohort of patients harboring BRCA1, BRCA2 or ATM mutations in the PROfound trial, while rucaparib, talazoparib and niraparib demonstrated compelling activity in phase II trials. While patients with prostate cancer and BRCA1 or BRCA2 mutations may derive greatest benefit of PARP inhibition, the magnitude of benefit seems much lower in the context of most other homologous recombination gene mutations. Several PARP inhibitors are currently developed in combination with conventional therapy, including chemotherapy, NHT, and alpha-particle emitters, at different disease stages. Herein, we review the rationale for PARP inhibition in patients with prostate cancer, discuss the impact of PARP inhibitors on outcomes, and explore underlying challenges for future developments.
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Affiliation(s)
- Ronan Flippot
- Department of Cancer Medicine, Paris Saclay University, Gustave Roussy, 114 rue Edouard Vaillant, 94 800, Villejuif, France
| | - Anna Patrikidou
- Department of Cancer Medicine, Paris Saclay University, Gustave Roussy, 114 rue Edouard Vaillant, 94 800, Villejuif, France
| | - Mihaela Aldea
- Department of Cancer Medicine, Paris Saclay University, Gustave Roussy, 114 rue Edouard Vaillant, 94 800, Villejuif, France
| | - Emeline Colomba
- Department of Cancer Medicine, Paris Saclay University, Gustave Roussy, 114 rue Edouard Vaillant, 94 800, Villejuif, France
| | - Pernelle Lavaud
- Department of Cancer Medicine, Paris Saclay University, Gustave Roussy, 114 rue Edouard Vaillant, 94 800, Villejuif, France
| | - Laurence Albigès
- Department of Cancer Medicine, Paris Saclay University, Gustave Roussy, 114 rue Edouard Vaillant, 94 800, Villejuif, France
| | - Natacha Naoun
- Department of Cancer Medicine, Paris Saclay University, Gustave Roussy, 114 rue Edouard Vaillant, 94 800, Villejuif, France
| | - Pierre Blanchard
- Department of Radiation Oncology, Paris Saclay University, Gustave Roussy, Villejuif, France
| | - Mario Terlizzi
- Department of Radiation Oncology, Paris Saclay University, Gustave Roussy, Villejuif, France
| | - Camilo Garcia
- Department of Nuclear Medicine, Paris Saclay University, Gustave Roussy, Villejuif, France
| | - Alice Bernard-Tessier
- Department of Cancer Medicine, Paris Saclay University, Gustave Roussy, 114 rue Edouard Vaillant, 94 800, Villejuif, France
| | - Alina Fuerea
- Department of Cancer Medicine, Paris Saclay University, Gustave Roussy, 114 rue Edouard Vaillant, 94 800, Villejuif, France
| | - Mario Di Palma
- Department of Cancer Medicine, Paris Saclay University, Gustave Roussy, 114 rue Edouard Vaillant, 94 800, Villejuif, France
| | - Bernard Escudier
- Department of Cancer Medicine, Paris Saclay University, Gustave Roussy, 114 rue Edouard Vaillant, 94 800, Villejuif, France
| | - Yohann Loriot
- Department of Cancer Medicine, Paris Saclay University, Gustave Roussy, 114 rue Edouard Vaillant, 94 800, Villejuif, France
| | | | - Karim Fizazi
- Department of Cancer Medicine, Paris Saclay University, Gustave Roussy, 114 rue Edouard Vaillant, 94 800, Villejuif, France.
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176
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Ge R, Wang Z, Cheng L. Tumor microenvironment heterogeneity an important mediator of prostate cancer progression and therapeutic resistance. NPJ Precis Oncol 2022; 6:31. [PMID: 35508696 PMCID: PMC9068628 DOI: 10.1038/s41698-022-00272-w] [Citation(s) in RCA: 51] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 03/16/2022] [Indexed: 12/20/2022] Open
Abstract
Prostate cancer is characterized by a high degree of heterogeneity, which poses a major challenge to precision therapy and drug development. In this review, we discuss how nongenetic factors contribute to heterogeneity of prostate cancer. We also discuss tumor heterogeneity and phenotypic switching related to anticancer therapies. Lastly, we summarize the challenges targeting the tumor environments, and emphasize that continued exploration of tumor heterogeneity is needed in order to offer a personalized therapy for advanced prostate cancer patients.
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Affiliation(s)
- Rongbin Ge
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Zongwei Wang
- Department of Surgery, Division of Urologic Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Liang Cheng
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA. .,Department of Urology, Indiana University School of Medicine, Indianapolis, IN, USA.
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177
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Severson T, Qiu X, Alshalalfa M, Sjöström M, Quigley D, Bergman A, Long H, Feng F, Freedman ML, Zwart W, Pomerantz MM. Androgen receptor reprogramming demarcates prognostic, context-dependent gene sets in primary and metastatic prostate cancer. Clin Epigenetics 2022; 14:60. [PMID: 35509021 PMCID: PMC9069737 DOI: 10.1186/s13148-022-01278-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 04/19/2022] [Indexed: 11/10/2022] Open
Abstract
The androgen receptor (AR) is a prostate master transcription factor. It binds to genetic enhancers, where it regulates gene activity and plays a fundamental role in prostate pathophysiology. Previous work has demonstrated that AR-DNA binding is systematically and consistently reprogrammed during prostate tumorigenesis and disease progression. We charted these reprogrammed AR sites and identified genes proximal to them. We were able to devise gene lists based on AR status within specific histological contexts: normal prostate epithelium, primary prostate tumor, and metastatic prostate cancer. We evaluated expression of the genes in these gene sets in subjects from two distinct clinical cohorts-men treated with surgery for localized prostate cancer and men with metastatic prostate cancer. Among men with localized prostate cancer, expression of genes proximal to AR sites lost in the transition from normal prostate to prostate tumor was associated with clinical outcome. Among men with metastatic disease, expression of genes proximal to AR sites gained in metastatic tumors was associated with clinical outcome. These results are consistent with the notion that AR is fundamental to both maintaining differentiation in normal prostate tissue and driving de-differentiation in advanced prostate cancer. More broadly, the study demonstrates the power of incorporating context-dependent epigenetic data into genetic analyses.
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Affiliation(s)
- Tesa Severson
- Division of Oncogenomics, Oncode Institute, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Xintao Qiu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Mohammed Alshalalfa
- Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA
| | - Martin Sjöström
- Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA.,Division of Oncology, Department of Clinical Sciences Lund, Faculty of Medicine, Lund University, Lund, Sweden
| | - David Quigley
- Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA
| | - Andries Bergman
- Division of Oncogenomics, Oncode Institute, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Henry Long
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Felix Feng
- Department of Radiation Oncology, UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA
| | - Matthew L Freedman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Wilbert Zwart
- Division of Oncogenomics, Oncode Institute, Netherlands Cancer Institute, Amsterdam, The Netherlands.,Laboratory of Chemical Biology and Institute for Complex Molecular Systems, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Mark M Pomerantz
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
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178
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So MK, Ahn HK, Huh J, Kim KH. Germline pathogenic variants in unselected Korean men with prostate cancer. Investig Clin Urol 2022; 63:294-300. [PMID: 35534218 PMCID: PMC9091831 DOI: 10.4111/icu.20220044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 03/21/2022] [Accepted: 03/27/2022] [Indexed: 11/29/2022] Open
Abstract
PURPOSE Prostate cancer is one of the most heritable cancers and prostate cancer with germline mutations is associated with aggressive features and a poor prognosis. We investigated germline variants in unselected Korean men with prostate cancer. MATERIALS AND METHODS In this study, we prospectively collected buccal swab DNA from 120 unselected Korean men with prostate cancer, and performed massively parallel sequencing. Identified germline variants were interpreted according to the American College of Medical Genetics and Genomics/Association for Molecular Pathology 2015 guidelines. RESULTS Of the 120 patients, 30 had regional or metastatic disease and 10, 34, 25, and 21 patients were categorized as having low, intermediate, high, or very high-risk disease, respectively. Of the 88 germline variants, 6 pathologic or likely pathogenic variants were identified in 7 patients (5.8%) with BRCA2 (1.7%), HOXB13 (1.7%), PALB2 (0.8%), ATM (0.8%), and MSH2 (0.8%). Of 7 patients, 2 possessed intermediate risk disease that was not included in the recommendation for genetic testing. We identified the Gly132Glu variant, which was different from the Gly84Glu variant of the HOXB13 gene in Western populations. CONCLUSIONS This study presents the first analysis of germline variants in unselected Korean men with prostate cancer. Our results showed comparable germline prevalence with previous studies and provides evidence for the necessity of genetic testing in Korean men with prostate cancer.
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Affiliation(s)
- Min-Kyung So
- Department of Laboratory Medicine, Ewha Womans University College of Medicine, Seoul, Korea
| | - Hyun Kyu Ahn
- Department of Urology, Ewha Womans University College of Medicine, Seoul, Korea
| | - Jungwon Huh
- Department of Laboratory Medicine, Ewha Womans University College of Medicine, Seoul, Korea
| | - Kwang Hyun Kim
- Department of Urology, Ewha Womans University College of Medicine, Seoul, Korea.
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179
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Lozano R, Olmos D, Castro E. Implications of DNA damage repair alterations for the management of prostate cancer. Curr Opin Urol 2022; 32:302-310. [PMID: 35266912 DOI: 10.1097/mou.0000000000000983] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW In this review, we summarize the prevalence of alterations in DNA damage repair (DDR) genes in prostate cancer, their clinical significance, the therapeutic strategies developed to take advantage of the impaired tumour ability to repair DNA and the diagnostic approaches available to identify patients likely to benefit from DDR-targeting agents. RECENT FINDINGS DDR alterations are more frequent in metastatic than in localized prostate cancer and some of them associate with aggressive disease whereas the significance of others remain unclear. The most appropriate management approach for DDR-defective prostate cancer patients is unknown. Clinical trials have demonstrated the efficacy of different poly-ADP ribose polymerase inhibitors (PARPi) to treat metastatic castration-resistant prostate cancer patients with BRCA1/2 alterations, although there may be other DDR alterations that sensitize patients to these drugs. Multiple strategies to target DDR defects are being investigated, including PARPi in combination, platinum-based chemotherapy and immunotherapy, both in earlier and late disease stages. Optimization of molecular testing is paramount for the implementation of precision oncology in prostate cancer. SUMMARY Certain DDR defects present in prostate cancer have prognostic and therapeutic implications whereas the significance of other DDR alterations is yet to be elucidated.
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Affiliation(s)
- Rebeca Lozano
- Department of Medical Oncology, Salamanca University Hospital, Salamanca
| | - David Olmos
- Department of Medical Oncology, 12 Octubre University Hospital, Madrid
- Research Institute Hospital 12 de Octubre, Madrid
- Genitourinary Cancers Traslational Research Group, Institute of Biomedical Research in Malaga (IBIMA), Malaga
| | - Elena Castro
- Genitourinary Cancers Traslational Research Group, Institute of Biomedical Research in Malaga (IBIMA), Malaga
- Department of Medical Oncology, Virgen de la Victoria University Hospital, Malaga, Spain
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180
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Nkosi D, Casler VL, Syposs CR, Oltvai ZN. Utility of Select Gene Mutation Detection in Tumors by the Idylla Rapid Multiplex PCR Platform in Comparison to Next-Generation Sequencing. Genes (Basel) 2022; 13:genes13050799. [PMID: 35627184 PMCID: PMC9141835 DOI: 10.3390/genes13050799] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 04/24/2022] [Accepted: 04/26/2022] [Indexed: 02/01/2023] Open
Abstract
Testing of tumors by next generation sequencing (NGS) is impacted by relatively long turnaround times and a need for highly trained personnel. Recently, Idylla oncology assays were introduced to test for BRAF, EGFR, KRAS, and NRAS common hotspot mutations that do not require specialized trained personnel. Moreover, the interpretation of results is fully automated, with rapid turnaround time. Though Idylla testing and NGS have been shown to have high concordance in identifying EGFR, BRAF, KRAS, and NRAS hotspot mutations, there is limited experience on optimal ways the Idylla system can be used in routine practice. We retrospectively evaluated all cases with EGFR, BRAF, KRAS, or NRAS mutations identified in clinical specimens sequenced on two different NGS panels at the University of Rochester Medical Center (URMC) molecular diagnostics laboratory between July 2020 and July 2021 and assessed if these mutations would be detected by the Idylla cartridges if used. We found that the Idylla system could accurately identify Tier 1 or 2 actionable genomic alterations in select associated disease pathologies if used. Yet, in a minority of cases, we would have been unable to detect NGS-identified pathogenic mutations due to their absence on the Idylla panels. We derived algorithmic practice guidelines for the use of the Idylla cartridges. Overall, Idylla molecular testing could be implemented either as a first-line standalone diagnostic tool in select indications or for orthogonal confirmation of uncertain results.
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181
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Non-canonical genomic driver mutations of urethane carcinogenesis. PLoS One 2022; 17:e0267147. [PMID: 35482806 PMCID: PMC9049545 DOI: 10.1371/journal.pone.0267147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 04/03/2022] [Indexed: 11/19/2022] Open
Abstract
The carcinogen urethane induces pulmonary tumors in mice initiated by an incredibly specific Q61L/R oncogenic mutation in the proto-oncogene Kras. Previous Whole-Exome Sequencing of urethane-induced tumors revealed a bias towards A➙T/G and G➙A substitutions. Subsequent ultra-sensitive Maximum-Depth Sequencing of Kras shortly after urethane exposure suggest a further refinement to CA➙CT/G substitutions. As C182AA➙C182T/GA substitutions in Kras result in Q61L/R mutations, the extreme bias of urethane towards these genomic driver mutations can be ascribed to the specificity of the carcinogen for CA➙CT/G substitutions. However, we previously found that changing rare codons to common in the Kras gene to increase protein expression shifted mutations in urethane-induced tumors away from Kras, or when detected in Kras, to G12D mutations that are usually rarely detected in such tumors. Moreover, the loss of p53 partially reversed this effect, generating tumors with either Q61L/R or G12D oncogenic Kras mutations, or no Kras mutations, presumably due to other genomic driver mutations. Determining the origin of these G12D and other unknown non-canonical genomic driver mutations would provide critical insight into the extreme bias of carcinogens for specific genomic driver mutations. We thus compared the types of Single Nucleotide Variations detected by previously performed Maximum-Depth Sequencing immediately after urethane exposure to the mutation signatures derived from Whole Exome Sequencing of urethane-induced tumors. This identified two types of non-canonical mutations. First, a V637E oncogenic mutation in the proto-oncogene Braf that conforms to the mutation signature of urethane, suggesting that the mutational bias of the carcinogen may account for this non-canonical mutation, similar to that for canonical Q61L/R mutations in Kras. Second, G12D and Q61H mutations in Kras that did not fit this mutation signature, and instead shared similarity with Single Nucleotide Variations detected by Maximum-Depth Sequencing from normal cells, suggesting that perhaps these mutations were pre-existing. We thus posit that when canonical Kras mutations are selected against that the carcinogen may instead promote the expansion of pre-existing genomic driver mutations, although admittedly we cannot rule out other mechanisms. Interrogating the mutation signatures of human lung cancers similarly identified KRAS genomic driver mutations that failed to match the mutation signature of the tumor. Thus, we also speculate that the selection for non-canonical genomic driver mutations during urethane carcinogenesis may reflect the process by which discordance between genomic driver mutations and mutational signatures arises in human cancers.
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182
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Price MJ, Vashistha V, Winski D, Kelley MJ, Bitting RL, Montgomery B. Homologous Recombination Repair Gene Variants and Outcomes Among Patients With Prostate Cancer Treated With Poly (ADP-ribose) Polymerase Inhibitors. JCO Precis Oncol 2022; 6:e2100461. [PMID: 35476551 PMCID: PMC9848572 DOI: 10.1200/po.21.00461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
PURPOSE Poly ADP-ribose polymerase inhibitors (PARPi) are used for patients with advanced prostate cancer bearing alterations in homologous recombination repair (HRR) genes. We sought to characterize HRR gene variants and describe real-world outcomes for patients on PARPi. METHODS The US Department of Veterans Affairs' National Precision Oncology Program's database was reviewed to identify patients who underwent somatic DNA sequencing and were prescribed a PARPi before May 15, 2020. Somatic and germline variants within HRR genes were reported, and pathogenicity was reviewed via OncoKB. In patients treated with PARPi for > 4 weeks, the rate of those achieving a 30% decrease in prostate-specific antigen (PSA30) and composite progression-free survival (PFS) were compared between patients bearing pathogenic variants of BRCA2 and patients without these variants using Mann-Whitney and log-rank tests, respectively. RESULTS Forty-eight patients bearing 67 total HRR gene variants were prescribed PARPi for prostate cancer. Twenty-one patients (43.8%) were found to have at least one pathogenic HRR gene variant. Eight (16.6%) were referred to genetic counseling, and five (10.4%) were ultimately confirmed with germline variants. The median PFS was 4.0 months, and PSA30 was 25.6% (11 of 43) for all 43 evaluable patients. Patients with pathogenic BRCA2 variants (n = 13) had higher PSA30 (69.2% v 4.0%; P < .001) and longer PFS (7.2 v 2.8 months; P = .0291) than those without. CONCLUSION In a real-world setting, heavily pretreated patients with prostate cancer and pathogenic BRCA2 variants have a significant PSA response rate and a PFS > 7 months with PARPi. This work emphasizes the importance of determining pathogenicity and origin of HRR alterations to better inform clinical treatment decisions and highlights the need for provider education and other decision support tools.
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Affiliation(s)
- Meghan J. Price
- Department of Medicine, Duke University Health System, Durham, NC,Division of Hematology-Oncology, Durham Veterans Affairs Medical Center, Durham, NC
| | - Vishal Vashistha
- Raymond G. Murphy New Mexico Veterans Affairs Medical Center, Section of Hematology/Oncology, Albuquerque, NM,Vishal Vashistha, MD, Raymond G. Murphy New Mexico Veterans Affairs Medical Center, Section of Hematology/Oncology, 1501 San Pedro Dr SE, 6th Floor, Albuquerque, NM 87108; e-mail:
| | - David Winski
- National Oncology Program Office, Department of Veterans Affairs, Durham, NC,Veterans Affairs Boston Healthcare System, Jamaica Plain Campus, Boston, MA
| | - Michael J. Kelley
- Department of Medicine, Duke University Health System, Durham, NC,Division of Hematology-Oncology, Durham Veterans Affairs Medical Center, Durham, NC,National Oncology Program Office, Department of Veterans Affairs, Durham, NC,Duke University Health System, Divisions of Medical Oncology, Hematology and Cell Therapeutics, Durham, NC
| | - Rhonda L. Bitting
- Department of Medicine, Duke University Health System, Durham, NC,Division of Hematology-Oncology, Durham Veterans Affairs Medical Center, Durham, NC
| | - Bruce Montgomery
- Veterans Affairs Puget Sound Health Care System, Division of Hematology-Oncology, Seattle, WA,Department of Medicine, University of Washington, Seattle, WA
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183
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Rogiers A, Lobon I, Spain L, Turajlic S. The Genetic Evolution of Metastasis. Cancer Res 2022; 82:1849-1857. [PMID: 35476646 DOI: 10.1158/0008-5472.can-21-3863] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 02/04/2022] [Accepted: 03/07/2022] [Indexed: 11/16/2022]
Abstract
Cancer is an evolutionary process that is characterized by the emergence of multiple genetically distinct populations or clones within the primary tumor. Intratumor heterogeneity provides a substrate for the selection of adaptive clones, such as those that lead to metastasis. Comparative molecular studies of primary tumors and metastases have identified distinct genomic features associated with the development of metastases. In this review, we discuss how these insights could inform clinical decision-making and uncover rational antimetastasis treatment strategies.
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Affiliation(s)
- Aljosja Rogiers
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom.,Renal and Skin Units, The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Irene Lobon
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom
| | - Lavinia Spain
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom.,Medical Oncology Department, Peter MacCallum Cancer Centre, Melbourne, Australia.,Medical Oncology Department, Eastern Health, Melbourne Australia.,Eastern Health Clinical School, Monash University, Box Hill, Australia
| | - Samra Turajlic
- Cancer Dynamics Laboratory, The Francis Crick Institute, London, United Kingdom.,Renal and Skin Units, The Royal Marsden NHS Foundation Trust, London, United Kingdom.,Melanoma and Kidney Cancer Team, The Institute of Cancer Research, London, United Kingdom
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184
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Archer LK, Frame FM, Walker HF, Droop AP, McDonald GLK, Kucko S, Berney DM, Mann VM, Simms MS, Maitland NJ. ETS transcription factor ELF3 (ESE-1) is a cell cycle regulator in benign and malignant prostate. FEBS Open Bio 2022; 12:1365-1387. [PMID: 35472129 PMCID: PMC9249341 DOI: 10.1002/2211-5463.13417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 03/23/2022] [Accepted: 04/25/2022] [Indexed: 11/07/2022] Open
Abstract
This study aimed to elucidate the role of ELF3, an ETS family member in normal prostate growth and prostate cancer. Silencing ELF3 in both benign prostate (BPH-1) and prostate cancer (PC3) cell lines resulted in decreased colony forming ability, inhibition of cell migration and reduced cell viability due to cell cycle arrest, establishing ELF3 as a cell cycle regulator. Increased ELF3 expression in more advanced prostate tumours was shown by immunostaining of tissue microarrays and from analysis of gene expression and genetic alteration studies. This study indicates that ELF3 functions as part of normal prostate epithelial growth but also as a potential oncogene in advanced prostate cancers.
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Affiliation(s)
- Leanne K. Archer
- Cancer Research UnitDepartment of BiologyUniversity of YorkHeslingtonUK
| | - Fiona M. Frame
- Cancer Research UnitDepartment of BiologyUniversity of YorkHeslingtonUK
| | - Hannah F. Walker
- Cancer Research UnitDepartment of BiologyUniversity of YorkHeslingtonUK
| | | | | | - Samuel Kucko
- Cancer Research UnitDepartment of BiologyUniversity of YorkHeslingtonUK
| | - Daniel M. Berney
- Department of Molecular OncologyBarts Cancer InstituteQueen Mary University of LondonUK
| | - Vincent M. Mann
- Cancer Research UnitDepartment of BiologyUniversity of YorkHeslingtonUK
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185
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Czajkowski D, Szmyd R, Gee HE. Impact of DNA damage response defects in cancer cells on response to immunotherapy and radiotherapy. J Med Imaging Radiat Oncol 2022; 66:546-559. [PMID: 35460184 PMCID: PMC9321602 DOI: 10.1111/1754-9485.13413] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 04/03/2022] [Accepted: 04/06/2022] [Indexed: 11/30/2022]
Abstract
The DNA damage response (DDR) is a complex set of downstream pathways triggered in response to DNA damage to maintain genomic stability. Many tumours exhibit mutations which inactivate components of the DDR, making them prone to the accumulation of DNA defects. These can both facilitate the development of tumours and provide potential targets for novel therapeutic interventions. The inhibition of the DDR has been shown to induce radiosensitivity in certain cancers, rendering them susceptible to treatment with radiotherapy and improving the therapeutic window. Moreover, DDR defects are a strong predictor of patient response to immune checkpoint inhibition (ICI). The ability to target the DDR selectively has the potential to expand the tumour neoantigen repertoire, thus increasing tumour immunogenicity and facilitating a CD8+ T and NK cell response against cancer cells. Combinatorial approaches, which seek to integrate DDR inhibition with radiotherapy and immunotherapy, have shown promise in early trials. Further studies are necessary to understand these synergies and establish reliable biomarkers.
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Affiliation(s)
| | - Radosław Szmyd
- Genome Integrity Unit, Children's Medical Research Institute, University of Sydney, Sydney, New South Wales, Australia.,Sydney West Radiation Oncology Network, Crown Princess Mary Cancer Centre Westmead, Sydney, New South Wales, Australia
| | - Harriet E Gee
- University of Sydney, Sydney, New South Wales, Australia.,Genome Integrity Unit, Children's Medical Research Institute, University of Sydney, Sydney, New South Wales, Australia.,Sydney West Radiation Oncology Network, Crown Princess Mary Cancer Centre Westmead, Sydney, New South Wales, Australia
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186
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Outcomes of Patients with Metastatic Castration-Resistant Prostate Cancer According to Somatic Damage DNA Repair Gene Alterations. Curr Oncol 2022; 29:2776-2791. [PMID: 35448200 PMCID: PMC9030073 DOI: 10.3390/curroncol29040226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 04/06/2022] [Accepted: 04/12/2022] [Indexed: 11/23/2022] Open
Abstract
(1) Background: In literature, approximately 20% of mCRPC present somatic DNA damage repair (DDR) gene mutations, and their relationship with response to standard therapies in mCRPC is not well understood. The objective was to evaluate outcomes of mCRPC patients treated with standard therapies according to somatic DDR status. (2) Methods: Eighty-three patients were recruited at Caen Cancer Center (France). Progression-free survival (PFS) after first-line treatment was analyzed according to somatic DDR mutation as primary endpoint. PFS according to first exposure to taxane chemotherapy and PFS2 (time to second event of disease progression) depending on therapeutic sequences were also analyzed. (3) Results: Median first-line PFS was 9.7 months in 33 mutated patients and 8.4 months in 50 non-mutated patients (p = 0.9). PFS of first exposure to taxanes was 8.1 months in mutated patients and 5.7 months in non-mutated patients (p = 0.32) and significantly longer among patients with ATM/BRCA1/BRCA2 mutations compared to the others (10.6 months vs. 5.5 months, p = 0.04). PFS2 was 16.5 months in mutated patients, whatever the sequence, and 11.7 months in non-mutated patients (p = 0.07). The mutated patients treated with chemotherapy followed by NHT had a long median PFS2 (49.8 months). (4) Conclusions: mCRPC patients with BRCA1/2 and ATM benefit from standard therapies, with a long response to taxanes.
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187
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The promising role of new molecular biomarkers in prostate cancer: from coding and non-coding genes to artificial intelligence approaches. Prostate Cancer Prostatic Dis 2022; 25:431-443. [PMID: 35422101 PMCID: PMC9385485 DOI: 10.1038/s41391-022-00537-2] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 03/24/2022] [Accepted: 03/30/2022] [Indexed: 12/15/2022]
Abstract
Background Risk stratification or progression in prostate cancer is performed with the support of clinical-pathological data such as the sum of the Gleason score and serum levels PSA. For several decades, methods aimed at the early detection of prostate cancer have included the determination of PSA serum levels. The aim of this systematic review is to provide an overview about recent advances in the discovery of new molecular biomarkers through transcriptomics, genomics and artificial intelligence that are expected to improve clinical management of the prostate cancer patient. Methods An exhaustive search was conducted by Pubmed, Google Scholar and Connected Papers using keywords relating to the genetics, genomics and artificial intelligence in prostate cancer, it includes “biomarkers”, “non-coding RNAs”, “lncRNAs”, “microRNAs”, “repetitive sequence”, “prognosis”, “prediction”, “whole-genome sequencing”, “RNA-Seq”, “transcriptome”, “machine learning”, and “deep learning”. Results New advances, including the search for changes in novel biomarkers such as mRNAs, microRNAs, lncRNAs, and repetitive sequences, are expected to contribute to an earlier and accurate diagnosis for each patient in the context of precision medicine, thus improving the prognosis and quality of life of patients. We analyze several aspects that are relevant for prostate cancer including its new molecular markers associated with diagnosis, prognosis, and prediction to therapy and how bioinformatic approaches such as machine learning and deep learning can contribute to clinic. Furthermore, we also include current techniques that will allow an earlier diagnosis, such as Spatial Transcriptomics, Exome Sequencing, and Whole-Genome Sequencing. Conclusion Transcriptomic and genomic analysis have contributed to generate knowledge in the field of prostate carcinogenesis, new information about coding and non-coding genes as biomarkers has emerged. Synergies created by the implementation of artificial intelligence to analyze and understand sequencing data have allowed the development of clinical strategies that facilitate decision-making and improve personalized management in prostate cancer.
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188
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Wong KM, King DA, Schwartz EK, Herrera RE, Morrison AJ. Retinoblastoma protein regulates carcinogen susceptibility at heterochromatic cancer driver loci. Life Sci Alliance 2022; 5:e202101134. [PMID: 34983823 PMCID: PMC8739494 DOI: 10.26508/lsa.202101134] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Revised: 12/17/2021] [Accepted: 12/20/2021] [Indexed: 12/11/2022] Open
Abstract
Carcinogenic insult, such as UV light exposure, creates DNA lesions that evolve into mutations if left unrepaired. These resulting mutations can contribute to carcinogenesis and drive malignant phenotypes. Susceptibility to carcinogens (i.e., the propensity to form a carcinogen-induced DNA lesion) is regulated by both genetic and epigenetic factors. Importantly, carcinogen susceptibility is a critical contributor to cancer mutagenesis. It is known that mutations can be prevented by tumor suppressor regulation of DNA damage response pathways; however, their roles carcinogen susceptibility have not yet been reported. In this study, we reveal that the retinoblastoma (RB1) tumor suppressor regulates UV susceptibility across broad regions of the genome. In particular, centromere and telomere-proximal regions exhibit significant increases in UV lesion susceptibility when RB1 is deleted. Several cancer-related genes are located within genomic regions of increased susceptibility, including telomerase reverse transcriptase, TERT, thereby accelerating mutagenic potential in cancers with RB1 pathway alterations. These findings reveal novel genome stability mechanisms of a tumor suppressor and uncover new pathways to accumulate mutations during cancer evolution.
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Affiliation(s)
- Ka Man Wong
- Department of Biology, Stanford University, Stanford, CA, USA
| | - Devin A King
- Department of Biology, Stanford University, Stanford, CA, USA
| | - Erin K Schwartz
- Department of Biology, Stanford University, Stanford, CA, USA
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189
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Stover EH, Oh C, Keskula P, Choudhury AD, Tseng YY, Adalsteinsson VA, Lohr JG, Thorner AR, Ducar M, Kryukov GV, Ha G, Rosenberg M, Freeman SS, Zhang Z, Wu X, Van Allen EM, Takeda DY, Loda M, Wu CL, Taplin ME, Garraway LA, Boehm JS, Huang FW. Implementation of a prostate cancer-specific targeted sequencing panel for credentialing of patient-derived cell lines and genomic characterization of patient samples. Prostate 2022; 82:584-597. [PMID: 35084050 PMCID: PMC8887817 DOI: 10.1002/pros.24305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2021] [Revised: 12/24/2021] [Accepted: 12/30/2021] [Indexed: 11/10/2022]
Abstract
BACKGROUND Primary and metastatic prostate cancers have low mutation rates and recurrent alterations in a small set of genes, enabling targeted sequencing of prostate cancer-associated genes as an efficient approach to characterizing patient samples (compared to whole-exome and whole-genome sequencing). For example, targeted sequencing provides a flexible, rapid, and cost-effective method for genomic assessment of patient-derived cell lines to evaluate fidelity to initial patient tumor samples. METHODS We developed a prostate cancer-specific targeted next-generation sequencing (NGS) panel to detect alterations in 62 prostate cancer-associated genes as well as recurring gene fusions with ETS family members, representing the majority of common alterations in prostate cancer. We tested this panel on primary prostate cancer tissues and blood biopsies from patients with metastatic prostate cancer. We generated patient-derived cell lines from primary prostate cancers using conditional reprogramming methods and applied targeted sequencing to evaluate the fidelity of these cell lines to the original patient tumors. RESULTS The prostate cancer-specific panel identified biologically and clinically relevant alterations, including point mutations in driver oncogenes and ETS family fusion genes, in tumor tissues from 29 radical prostatectomy samples. The targeted panel also identified genomic alterations in cell-free DNA and circulating tumor cells (CTCs) from patients with metastatic prostate cancer, and in standard prostate cancer cell lines. We used the targeted panel to sequence our set of patient-derived cell lines; however, no prostate cancer-specific mutations were identified in the tumor-derived cell lines, suggesting preferential outgrowth of normal prostate epithelial cells. CONCLUSIONS We evaluated a prostate cancer-specific targeted NGS panel to detect common and clinically relevant alterations (including ETS family gene fusions) in prostate cancer. The panel detected driver mutations in a diverse set of clinical samples of prostate cancer, including fresh-frozen tumors, cell-free DNA, CTCs, and cell lines. Targeted sequencing of patient-derived cell lines highlights the challenge of deriving cell lines from primary prostate cancers and the importance of genomic characterization to credential candidate cell lines. Our study supports that a prostate cancer-specific targeted sequencing panel provides an efficient, clinically feasible approach to identify genetic alterations across a spectrum of prostate cancer samples and cell lines.
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Affiliation(s)
- Elizabeth H. Stover
- Dana-Farber Cancer Institute, Boston MA
- Broad Institute, Cambridge MA
- Harvard Medical School, Boston MA
| | - Coyin Oh
- Broad Institute, Cambridge MA
- Harvard Medical School, Boston MA
| | | | - Atish D. Choudhury
- Dana-Farber Cancer Institute, Boston MA
- Broad Institute, Cambridge MA
- Harvard Medical School, Boston MA
| | | | | | - Jens G. Lohr
- Dana-Farber Cancer Institute, Boston MA
- Broad Institute, Cambridge MA
- Harvard Medical School, Boston MA
| | | | | | - Gregory V. Kryukov
- Dana-Farber Cancer Institute, Boston MA
- Broad Institute, Cambridge MA
- Harvard Medical School, Boston MA
| | - Gavin Ha
- Fred Hutchinson Cancer Research Center, Seattle WA
| | | | | | - Zhenwei Zhang
- Dana-Farber Cancer Institute, Boston MA
- University of Massachusetts Memorial Medical Center, Worcester MA
| | | | - Eliezer M. Van Allen
- Dana-Farber Cancer Institute, Boston MA
- Broad Institute, Cambridge MA
- Harvard Medical School, Boston MA
| | | | - Massimo Loda
- Dana-Farber Cancer Institute, Boston MA
- Broad Institute, Cambridge MA
- New York-Presbyterian/Weill Cornell Medical Center, New York, NY
| | - Chin-Lee Wu
- Harvard Medical School, Boston MA
- Massachusetts General Hospital, Boston MA
| | - Mary-Ellen Taplin
- Dana-Farber Cancer Institute, Boston MA
- Harvard Medical School, Boston MA
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190
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Cattrini C, Caffo O, De Giorgi U, Mennitto A, Gennari A, Olmos D, Castro E. Apalutamide, Darolutamide and Enzalutamide for Nonmetastatic Castration-Resistant Prostate Cancer (nmCRPC): A Critical Review. Cancers (Basel) 2022; 14:1792. [PMID: 35406564 PMCID: PMC8997634 DOI: 10.3390/cancers14071792] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 03/28/2022] [Accepted: 03/29/2022] [Indexed: 02/07/2023] Open
Abstract
Nonmetastatic castration-resistant prostate cancer (nmCRPC) represents a condition in which patients with prostate cancer show biochemical progression during treatment with androgen-deprivation therapy (ADT) without signs of radiographic progression according to conventional imaging. The SPARTAN, ARAMIS and PROSPER trials showed that apalutamide, darolutamide and enzalutamide, respectively, prolong metastasis-free survival (MFS) and overall survival (OS) of nmCRPC patients with a short PSA doubling time, and these antiandrogens have been recently introduced in clinical practice as a new standard of care. No direct comparison of these three agents has been conducted to support treatment choice. In addition, a significant proportion of nmCRPC on conventional imaging is classified as metastatic with new imaging modalities such as the prostate-specific membrane antigen positron emission tomography (PSMA-PET). Some experts posit that these "new metastatic" patients should be treated as mCRPC, resizing the impact of nmCRPC trials, whereas other authors suggest that they should be treated as nmCRPC patients, based on the design of pivotal trials. This review discusses the most convincing evidence regarding the use of novel antiandrogens in patients with nmCRPC and the implications of novel imaging techniques for treatment selection.
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Affiliation(s)
- Carlo Cattrini
- Department of Medical Oncology, “Maggiore della Carità” University Hospital, 28100 Novara, Italy; (C.C.); (A.M.); (A.G.)
- Medical Oncology, Department of Translational Medicine (DIMET), University of Eastern Piedmont (UPO), 28100 Novara, Italy
- Department of Internal Medicine and Medical Specialties (DIMI), University of Genoa, 16132 Genoa, Italy
| | - Orazio Caffo
- Department of Medical Oncology, Santa Chiara Hospital, 38122 Trento, Italy;
| | - Ugo De Giorgi
- Department of Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy;
| | - Alessia Mennitto
- Department of Medical Oncology, “Maggiore della Carità” University Hospital, 28100 Novara, Italy; (C.C.); (A.M.); (A.G.)
- Medical Oncology, Department of Translational Medicine (DIMET), University of Eastern Piedmont (UPO), 28100 Novara, Italy
| | - Alessandra Gennari
- Department of Medical Oncology, “Maggiore della Carità” University Hospital, 28100 Novara, Italy; (C.C.); (A.M.); (A.G.)
- Medical Oncology, Department of Translational Medicine (DIMET), University of Eastern Piedmont (UPO), 28100 Novara, Italy
| | - David Olmos
- Department of Medical Oncology, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), 28041 Madrid, Spain;
| | - Elena Castro
- Genitourinary Cancer Translational Research Group, Instituto de Investigación Biomédica de Málaga, 29010 Málaga, Spain
- UGCI Medical Oncology, Hospitales Universitarios Virgen de la Victoria y Regional de Málaga, 29010 Málaga, Spain
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191
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Limberger T, Schlederer M, Trachtová K, Garces de Los Fayos Alonso I, Yang J, Högler S, Sternberg C, Bystry V, Oppelt J, Tichý B, Schmeidl M, Kodajova P, Jäger A, Neubauer HA, Oberhuber M, Schmalzbauer BS, Pospisilova S, Dolznig H, Wadsak W, Culig Z, Turner SD, Egger G, Lagger S, Kenner L. KMT2C methyltransferase domain regulated INK4A expression suppresses prostate cancer metastasis. Mol Cancer 2022; 21:89. [PMID: 35354467 PMCID: PMC8966196 DOI: 10.1186/s12943-022-01542-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Accepted: 02/17/2022] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Frequent truncation mutations of the histone lysine N-methyltransferase KMT2C have been detected by whole exome sequencing studies in various cancers, including malignancies of the prostate. However, the biological consequences of these alterations in prostate cancer have not yet been elucidated. METHODS To investigate the functional effects of these mutations, we deleted the C-terminal catalytic core motif of Kmt2c specifically in mouse prostate epithelium. We analysed the effect of Kmt2c SET domain deletion in a Pten-deficient PCa mouse model in vivo and of truncation mutations of KMT2C in a large number of prostate cancer patients. RESULTS We show here for the first time that impaired KMT2C methyltransferase activity drives proliferation and PIN formation and, when combined with loss of the tumour suppressor PTEN, triggers loss of senescence, metastatic dissemination and dramatically reduces life expectancy. In Kmt2c-mutated tumours we show enrichment of proliferative MYC gene signatures and loss of expression of the cell cycle repressor p16INK4A. In addition, we observe a striking reduction in disease-free survival of patients with KMT2C-mutated prostate cancer. CONCLUSIONS We identified truncating events of KMT2C as drivers of proliferation and PIN formation. Loss of PTEN and KMT2C in prostate cancer results in loss of senescence, metastatic dissemination and reduced life expectancy. Our data demonstrate the prognostic significance of KMT2C mutation status in prostate cancer patients. Inhibition of the MYC signalling axis may be a viable treatment option for patients with KMT2C truncations and therefore poor prognosis.
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Affiliation(s)
- Tanja Limberger
- Division of Experimental and Translational Pathology, Department of Pathology, Medical University of Vienna, 1090, Vienna, Austria.,CBmed-Center for Biomarker Research in Medicine GmbH, 8010, Graz, Austria
| | - Michaela Schlederer
- Division of Experimental and Translational Pathology, Department of Pathology, Medical University of Vienna, 1090, Vienna, Austria
| | - Karolina Trachtová
- Central European Institute of Technology, Masaryk University, Brno, 62500, Czech Republic.,Christian Doppler Laboratory for Applied Metabolomics, 1090, Vienna, Austria.,Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, 1090, Vienna, Austria
| | - Ines Garces de Los Fayos Alonso
- Division of Experimental and Translational Pathology, Department of Pathology, Medical University of Vienna, 1090, Vienna, Austria.,Unit of Laboratory Animal Pathology, University of Veterinary Medicine Vienna, 1210, Vienna, Austria
| | - Jiaye Yang
- Division of Experimental and Translational Pathology, Department of Pathology, Medical University of Vienna, 1090, Vienna, Austria
| | - Sandra Högler
- Unit of Laboratory Animal Pathology, University of Veterinary Medicine Vienna, 1210, Vienna, Austria
| | - Christina Sternberg
- Division of Experimental and Translational Pathology, Department of Pathology, Medical University of Vienna, 1090, Vienna, Austria.,Unit of Laboratory Animal Pathology, University of Veterinary Medicine Vienna, 1210, Vienna, Austria.,Institute of Biochemistry, Christian-Albrechts-University Kiel, 24118, Kiel, Germany
| | - Vojtech Bystry
- Central European Institute of Technology, Masaryk University, Brno, 62500, Czech Republic
| | - Jan Oppelt
- Central European Institute of Technology, Masaryk University, Brno, 62500, Czech Republic
| | - Boris Tichý
- Central European Institute of Technology, Masaryk University, Brno, 62500, Czech Republic
| | - Margit Schmeidl
- Division of Experimental and Translational Pathology, Department of Pathology, Medical University of Vienna, 1090, Vienna, Austria
| | - Petra Kodajova
- Unit of Laboratory Animal Pathology, University of Veterinary Medicine Vienna, 1210, Vienna, Austria
| | - Anton Jäger
- Division of Experimental and Translational Pathology, Department of Pathology, Medical University of Vienna, 1090, Vienna, Austria
| | - Heidi A Neubauer
- Institute of Animal Breeding and Genetics, University of Veterinary Medicine Vienna, 1210, Vienna, Austria
| | - Monika Oberhuber
- CBmed-Center for Biomarker Research in Medicine GmbH, 8010, Graz, Austria
| | - Belinda S Schmalzbauer
- Institute of Pharmacology and Toxicology, University of Veterinary Medicine Vienna, 1210, Vienna, Austria
| | - Sarka Pospisilova
- Central European Institute of Technology, Masaryk University, Brno, 62500, Czech Republic
| | - Helmut Dolznig
- Institute of Medical Genetics, Medical University of Vienna, 1090, Vienna, Austria
| | - Wolfgang Wadsak
- CBmed-Center for Biomarker Research in Medicine GmbH, 8010, Graz, Austria.,Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, 1090, Vienna, Austria
| | - Zoran Culig
- Department of Urology, Innsbruck Medical University, 6020, Innsbruck, Austria
| | - Suzanne D Turner
- Department of Pathology, University Cambridge, Cambridge, UK.,CEITEC, Masaryk University, Brno, Czech Republic
| | - Gerda Egger
- Division of Experimental and Translational Pathology, Department of Pathology, Medical University of Vienna, 1090, Vienna, Austria.,Ludwig Boltzmann Institute Applied Diagnostics, 1090, Vienna, Austria
| | - Sabine Lagger
- Unit of Laboratory Animal Pathology, University of Veterinary Medicine Vienna, 1210, Vienna, Austria
| | - Lukas Kenner
- Division of Experimental and Translational Pathology, Department of Pathology, Medical University of Vienna, 1090, Vienna, Austria. .,CBmed-Center for Biomarker Research in Medicine GmbH, 8010, Graz, Austria. .,Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, 1090, Vienna, Austria. .,Unit of Laboratory Animal Pathology, University of Veterinary Medicine Vienna, 1210, Vienna, Austria.
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192
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Gesztes W, Schafer C, Young D, Fox J, Jiang J, Chen Y, Kuo HC, Mwamukonda KB, Dobi A, Burke AP, Moul JW, McLeod DG, Rosner IL, Petrovics G, Tan SH, Cullen J, Srivastava S, Sesterhenn IA. Focal p53 protein expression and lymphovascular invasion in primary prostate tumors predict metastatic progression. Sci Rep 2022; 12:5404. [PMID: 35354846 PMCID: PMC8967869 DOI: 10.1038/s41598-022-08826-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 03/14/2022] [Indexed: 12/15/2022] Open
Abstract
TP53 is one of the most frequently altered genes in prostate cancer. The precise assessment of its focal alterations in primary tumors by immunohistochemistry (IHC) has significantly enhanced its prognosis. p53 protein expression and lymphovascular invasion (LVI) were evaluated for predicting metastatic progression by IHC staining of representative whole-mounted prostate sections from a cohort of 189 radical prostatectomy patients with up to 20 years of clinical follow-up. Kaplan–Meier survival curves were used to examine time to distant metastasis (DM) as a function of p53 expression and LVI status. TP53 targeted sequencing was performed in ten tumors with the highest expression of p53 staining. Nearly half (49.8%) of prostate tumors examined showed focal p53 expression while 26.6% showed evidence of LVI. p53(+) tumors had higher pathologic T stage, Grade Group, Nuclear Grade, and more frequent LVI. p53 expression of > 5% and LVI, individually and jointly, are associated with poorer DM-free survival. TP53 mutations were detected in seven of ten tumors sequenced. Four tumors with the highest p53 expression harbored likely pathogenic or pathogenic mutations. High levels of p53 expression suggest the likelihood of pathogenic TP53 alterations and, together with LVI status, could enhance early prognostication of prostate cancer progression.
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Affiliation(s)
- William Gesztes
- Center for Prostate Disease Research, Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, 20817, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, 20817, USA.,George Washington University Hospital, Washington, DC, 20037, USA
| | - Cara Schafer
- Center for Prostate Disease Research, Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, 20817, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, 20817, USA
| | - Denise Young
- Center for Prostate Disease Research, Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, 20817, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, 20817, USA
| | - Jesse Fox
- Center for Prostate Disease Research, Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, 20817, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, 20817, USA.,Personal Genome Diagnostics, Baltimore, MD, 21224, USA
| | - Jiji Jiang
- Center for Prostate Disease Research, Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, 20817, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, 20817, USA
| | - Yongmei Chen
- Center for Prostate Disease Research, Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, 20817, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, 20817, USA.,Eli Lilly and Company, Indianapolis, IN, 46285, USA
| | - Huai-Ching Kuo
- Center for Prostate Disease Research, Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, 20817, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, 20817, USA.,Infectious Disease Clinical Research Program, Bethesda, MD, 20817, USA
| | - Kuwong B Mwamukonda
- Urology Service, Walter Reed National Military Medical Center, Bethesda, MD, 20852, USA.,Fort Sam Houston, San Antonio, TX, 78234, USA
| | - Albert Dobi
- Center for Prostate Disease Research, Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, 20817, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, 20817, USA
| | - Allen P Burke
- Joint Pathology Center, Silver Spring, MD, 20910, USA.,University of Maryland School of Medicine, Baltimore, MD, 21201, USA
| | - Judd W Moul
- Center for Prostate Disease Research, Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, 20817, USA.,Urology Service, Walter Reed National Military Medical Center, Bethesda, MD, 20852, USA.,Duke University School of Medicine, Durham, NC, 27710, USA
| | - David G McLeod
- Center for Prostate Disease Research, Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, 20817, USA.,Urology Service, Walter Reed National Military Medical Center, Bethesda, MD, 20852, USA
| | - Inger L Rosner
- Center for Prostate Disease Research, Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, 20817, USA.,Urology Service, Walter Reed National Military Medical Center, Bethesda, MD, 20852, USA.,Department of Urology, Inova Fairfax Hospital, Fairfax, VA, 22031, USA
| | - Gyorgy Petrovics
- Center for Prostate Disease Research, Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, 20817, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, 20817, USA
| | - Shyh-Han Tan
- Center for Prostate Disease Research, Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, 20817, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, 20817, USA
| | - Jennifer Cullen
- Center for Prostate Disease Research, Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, 20817, USA.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, 20817, USA.,Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Shiv Srivastava
- Center for Prostate Disease Research, Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, 20817, USA.,Department of Biochemistry and Molecular and Cell Biology, Georgetown University School of Medicine, Washington, DC, 20057, USA
| | - Isabell A Sesterhenn
- Joint Pathology Center, Silver Spring, MD, 20910, USA. .,Division of Genitourinary Pathology, Joint Pathology Center, 606 Stephen Sitter A venue, Silver Spring, MD, 20910, USA.
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193
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Lian J, Xu C, Chen X, Huang S, Wu D. Histone methyltransferase KMT2C plays an oncogenic role in prostate cancer. J Cancer Res Clin Oncol 2022; 148:1627-1640. [PMID: 35322299 DOI: 10.1007/s00432-022-03968-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 02/21/2022] [Indexed: 01/10/2023]
Abstract
PURPOSE Prostate cancer (PCa) is a leading cause of morbidity and mortality in males. Epigenetic modifier abnormalities are becoming a driving event in PCa. The specific role of KMT2C, a histone methyltransferase that is frequently aberrant in various tumors, is poorly understood in PCa. This study aimed to reveal the potential carcinogenic role of KMT2C in PCa. METHODS We first examined the expression levels of KMT2C in prostate cancer tissues. Then, we assessed the function of KMT2C in prostate cancer cell proliferation, colony formation, and migration. To explore the mechanism of the biological consequences, RNA-seq and CHIP-qPCR were performed. We also analyzed the effects of overexpression of the KMT2C downstream genes CLDN8 and ITGAV to reverse the effects of KMT2C on prostate cancer cells. RESULTS Herein, we first confirmed KMT2C overexpression in PCa at the transcript and protein levels. Knocking down KMT2C in VCaP and LNCaP cells inhibited cell viability, colony formation, and migration. Consistently, stable KMT2C depletion effectively decreased tumor growth by approximately 70% in vivo. Mechanistically, the results suggested that CLDN8 and ITGAV are two key downstream genes of KMT2C and further regulate the MAPK/ERK and EMT pathways. CONCLUSION Our study suggests that KMT2C plays an oncogenic role in PCa. One of the mechanisms may be the epigenetic regulation of CLDN8 and ITGAV by KMT2C to modulate tumor-signaling pathways. Therefore, KMT2C may serve as a potential therapeutic target for PCa patients.
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Affiliation(s)
- Jianpo Lian
- Department of Urology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, 200065, China
| | - Chengdang Xu
- Department of Urology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, 200065, China
| | - Xi Chen
- Department of Urology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, 200065, China
| | - Shengsong Huang
- Department of Urology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, 200065, China.
| | - Denglong Wu
- Department of Urology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, 200065, China.
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194
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Risk subtyping and prognostic assessment of prostate cancer based on consensus genes. Commun Biol 2022; 5:233. [PMID: 35293897 PMCID: PMC8924191 DOI: 10.1038/s42003-022-03164-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Accepted: 02/14/2022] [Indexed: 01/20/2023] Open
Abstract
Prostate cancer (PCa) is the most frequent malignancy in male urogenital system around worldwide. We performed molecular subtyping and prognostic assessment based on consensus genes in patients with PCa. Five cohorts containing 1,046 PCa patients with RNA expression profiles and recorded clinical follow-up information were included. Univariate, multivariate Cox regression analysis and least absolute shrinkage and selection operator (LASSO) Cox regression were used to select prognostic genes and establish the signature. Immunohistochemistry staining, cell proliferation, migration and invasion assays were used to assess the biological functions of key genes. Thirty-nine intersecting consensus prognostic genes from five independent cohorts were identified. Subsequently, an eleven-consensus-gene classifier was established. In addition, multivariate Cox regression analyses showed that the classifier served as an independent indicator of recurrence-free survival in three of the five cohorts. Combined receiver operating characteristic (ROC) analysis achieved synthesized effects by combining the classifier with clinicopathological features in four of five cohorts. SRD5A2 inhibits cell proliferation, while ITGA11 promotes cell migration and invasion, possibly through the PI3K/AKT signaling pathway. To conclude, we established and validated an eleven-consensus-gene classifier, which may add prognostic value to the currently available staging system. By analysis of gene expression profiles of prostate cancer patients from multiple platforms, an eleven-consensus-gene classifier is constructed to provide a robust tool for the prediction of recurrence-free survival.
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195
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Sienkiewicz K, Yang C, Paschal BM, Ratan A. Genomic analyses of the metastasis-derived prostate cancer cell lines LNCaP, VCaP, and PC3-AR. Prostate 2022; 82:442-451. [PMID: 34951700 PMCID: PMC8792310 DOI: 10.1002/pros.24290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 11/11/2021] [Accepted: 12/07/2021] [Indexed: 11/08/2022]
Abstract
BACKGROUND The lymph node metastasis-derived LNCaP, the bone metastasis-derived PC3 (skull), and VCaP (vertebral) cell lines are widely used as preclinical models of human prostate cancer (CaP) and have been described in more than 19,000 publications. Here, we report on short-read whole-genome sequencing and genomic analyses of LNCaP, VCaP, and PC3 cells stably transduced with WT AR (PC3-AR). METHODS LNCaP, VCaP, and PC3-AR cell lines were sequenced to an average depth of more than 30-fold using Illumina short-read sequencing. Using various computational methods, we identified and compared the single-nucleotide variants, copy-number profiles, and the structural variants observed in the three cell lines. RESULTS LNCaP cells are composed of multiple subpopulations, which results in nonintegral copy number states and a high mutational load when the data is analyzed in bulk. All three cell lines contain pathogenic mutations and homozygous deletions in genes involved in DNA mismatch repair, along with deleterious mutations in cell-cycle, Wnt signaling, and other critical cellular processes. PC3-AR cells have a truncating mutation in TP53 and do not express the p53 protein. The VCaP cells contain a homozygous gain-of-function mutation in TP53 (p.R248W) that promotes cancer invasion, metastasis, and progression and has also been observed in prostate adenocarcinomas. In addition, we detect the signatures of chromothripsis of the q arms of chromosome 5 in both PC3-AR and VCaP cells, strengthening the association of TP53 inactivation with chromothripsis reported in other systems. CONCLUSIONS Our work provides a resource for genetic, genomic, and biological studies employing these commonly-used prostate cancer cell lines.
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Affiliation(s)
| | - Chunsong Yang
- Center for Cell Signaling, University of Virginia, Virginia, USA
- Department of Biochemistry and Molecular Genetics, University of Virginia, Virginia, USA
| | - Bryce M. Paschal
- Center for Cell Signaling, University of Virginia, Virginia, USA
- Department of Biochemistry and Molecular Genetics, University of Virginia, Virginia, USA
| | - Aakrosh Ratan
- Center for Public Health Genomics, University of Virginia, Virginia, USA
- Department of Public Health Sciences, University of Virginia, Virginia, USA
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196
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Kumari S, Sharma V, Tiwari R, Maurya JP, Subudhi BB, Senapati D. Therapeutic potential of p53 reactivation in prostate cancer: Strategies and opportunities. Eur J Pharmacol 2022; 919:174807. [DOI: 10.1016/j.ejphar.2022.174807] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 01/20/2022] [Accepted: 02/08/2022] [Indexed: 12/25/2022]
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197
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Abstract
The change in cell state from normal to malignant is driven fundamentally by oncogenic mutations in cooperation with epigenetic alterations of chromatin. These alterations in chromatin can be a consequence of environmental stressors or germline and/or somatic mutations that directly alter the structure of chromatin machinery proteins, their levels, or their regulatory function. These changes can result in an inability of the cell to differentiate along a predefined lineage path, or drive a hyperactive, highly proliferative state with addiction to high levels of transcriptional output. We discuss how these genetic alterations hijack the chromatin machinery for the oncogenic process to reveal unique vulnerabilities and novel targets for cancer therapy.
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Affiliation(s)
- Berkley Gryder
- Department of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, Ohio 44106, USA
- Genetics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland 20892, USA
| | - Peter C Scacheri
- Department of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, Ohio 44106, USA
| | - Thomas Ried
- Genetics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland 20892, USA
| | - Javed Khan
- Genetics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland 20892, USA
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198
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Cyrta J, Prandi D, Arora A, Hovelson DH, Sboner A, Rodriguez A, Fedrizzi T, Beltran H, Robinson DR, Gopalan A, True L, Nelson PS, Robinson BD, Mosquera JM, Tomlins SA, Shen R, Demichelis F, Rubin MA. Comparative genomics of primary prostate cancer and paired metastases: insights from 12 molecular case studies. J Pathol 2022; 257:274-284. [PMID: 35220606 PMCID: PMC9311708 DOI: 10.1002/path.5887] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Revised: 02/09/2022] [Accepted: 02/23/2022] [Indexed: 11/25/2022]
Abstract
Primary prostate cancer (PCa) can show marked molecular heterogeneity. However, systematic analyses comparing primary PCa and matched metastases in individual patients are lacking. We aimed to address the molecular aspects of metastatic progression while accounting for the heterogeneity of primary PCa. In this pilot study, we collected 12 radical prostatectomy (RP) specimens from men who subsequently developed metastatic castration‐resistant prostate cancer (mCRPC). We used histomorphology (Gleason grade, focus size, stage) and immunohistochemistry (IHC) (ERG and p53) to identify independent tumors and/or distinct subclones of primary PCa. We then compared molecular profiles of these primary PCa areas to matched metastatic samples using whole‐exome sequencing (WES) and amplicon‐based DNA and RNA sequencing. Based on combined pathology and molecular analysis, seven (58%) RP specimens harbored monoclonal and topographically continuous disease, albeit with some degree of intratumor heterogeneity; four (33%) specimens showed true multifocal disease; and one displayed monoclonal disease with discontinuous topography. Early (truncal) events in primary PCa included SPOP p.F133V (one patient), BRAF p.K601E (one patient), and TMPRSS2:ETS rearrangements (eight patients). Activating AR alterations were seen in nine (75%) mCRPC patients, but not in matched primary PCa. Hotspot TP53 mutations, found in metastases from three patients, were readily present in matched primary disease. Alterations in genes encoding epigenetic modifiers were observed in several patients (either shared between primary foci and metastases or in metastatic samples only). WES‐based phylogenetic reconstruction and/or clonality scores were consistent with the index focus designated by pathology review in six out of nine (67%) cases. The three instances of discordance pertained to monoclonal, topographically continuous tumors, which would have been considered as unique disease in routine practice. Overall, our results emphasize pathologic and molecular heterogeneity of primary PCa, and suggest that comprehensive IHC‐assisted pathology review and genomic analysis are highly concordant in nominating the ‘index’ primary PCa area. © 2022 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Joanna Cyrta
- Department of Pathology and Laboratory Medicine Weill Cornell Medicine New York NY USA
- Englander Institute for Precision Medicine Weill Cornell Medicine New York NY USA
- Department for BioMedical Research University of Bern Bern Switzerland
| | - Davide Prandi
- Department of Cellular Computational and Integrative Biology, University of Trento Trento Italy
| | - Arshi Arora
- Department of Epidemiology and Biostatistics Memorial Sloan‐Kettering Cancer Center New York NY USA
| | - Daniel H. Hovelson
- Center for Computational Medicine and Bioinformatics Univ. Michigan Ann Arbor MA USA
| | - Andrea Sboner
- Englander Institute for Precision Medicine Weill Cornell Medicine New York NY USA
- HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine Weill Cornell Medicine New York NY USA
| | - Antonio Rodriguez
- Department for BioMedical Research University of Bern Bern Switzerland
- Institute of Pathology University of Bern Bern Switzerland
| | - Tarcisio Fedrizzi
- Department of Epidemiology and Biostatistics Memorial Sloan‐Kettering Cancer Center New York NY USA
| | - Himisha Beltran
- Department of Medicine Division of Medical Oncology, Weill Cornell Medicine New York NY USA
- Department of Medical Oncology Dana Farber Cancer Institute Boston MA USA
| | - Dan R. Robinson
- Department of Pathology University of Michigan Ann Arbor MI USA
| | - Anurandha Gopalan
- Department of Pathology Memorial Sloan Kettering Cancer Center New York NY USA
| | - Lawrence True
- Department of Pathology Univ. of Washington Seattle WA USA
| | | | - Brian D. Robinson
- Department of Pathology and Laboratory Medicine Weill Cornell Medicine New York NY USA
- Englander Institute for Precision Medicine Weill Cornell Medicine New York NY USA
| | - Juan Miguel Mosquera
- Department of Pathology and Laboratory Medicine Weill Cornell Medicine New York NY USA
- Englander Institute for Precision Medicine Weill Cornell Medicine New York NY USA
| | | | - Ronglai Shen
- Department of Epidemiology and Biostatistics Memorial Sloan‐Kettering Cancer Center New York NY USA
| | - Francesca Demichelis
- Englander Institute for Precision Medicine Weill Cornell Medicine New York NY USA
- Department of Cellular Computational and Integrative Biology, University of Trento Trento Italy
| | - Mark A. Rubin
- Department of Pathology and Laboratory Medicine Weill Cornell Medicine New York NY USA
- Englander Institute for Precision Medicine Weill Cornell Medicine New York NY USA
- Department for BioMedical Research University of Bern Bern Switzerland
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199
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Morrison G, Buckley J, Ostrow D, Varghese B, Cen SY, Werbin J, Ericson N, Cunha A, Lu YT, George T, Smith J, Quinn D, Duddalwar V, Triche T, Goldkorn A. Non-Invasive Profiling of Advanced Prostate Cancer via Multi-Parametric Liquid Biopsy and Radiomic Analysis. Int J Mol Sci 2022; 23:2571. [PMID: 35269713 PMCID: PMC8910093 DOI: 10.3390/ijms23052571] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 02/16/2022] [Accepted: 02/18/2022] [Indexed: 11/16/2022] Open
Abstract
Integrating liquid biopsies of circulating tumor cells (CTCs) and cell-free DNA (cfDNA) with other minimally invasive measures may yield more comprehensive disease profiles. We evaluated the feasibility of concurrent cellular and molecular analysis of CTCs and cfDNA combined with radiomic analysis of CT scans from patients with metastatic castration-resistant PC (mCRPC). CTCs from 22 patients were enumerated, stained for PC-relevant markers, and clustered based on morphometric and immunofluorescent features using machine learning. DNA from single CTCs, matched cfDNA, and buffy coats was sequenced using a targeted amplicon cancer hotspot panel. Radiomic analysis was performed on bone metastases identified on CT scans from the same patients. CTCs were detected in 77% of patients and clustered reproducibly. cfDNA sequencing had high sensitivity (98.8%) for germline variants compared to WBC. Shared and unique somatic variants in PC-related genes were detected in cfDNA in 45% of patients (MAF > 0.1%) and in CTCs in 92% of patients (MAF > 10%). Radiomic analysis identified a signature that strongly correlated with CTC count and plasma cfDNA level. Integration of cellular, molecular, and radiomic data in a multi-parametric approach is feasible, yielding complementary profiles that may enable more comprehensive non-invasive disease modeling and prediction.
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Affiliation(s)
- Gareth Morrison
- Division of Medical Oncology, Department of Medicine and Department of Biochemistry & Molecular Medicine, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA; (G.M.); (A.C.); (Y.-T.L.); (D.Q.)
| | - Jonathan Buckley
- Department of Population and Public Health Sciences, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA;
- Center for Personalized Medicine, Department of Pathology and Laboratory Medicine, Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA; (D.O.); (T.T.)
| | - Dejerianne Ostrow
- Center for Personalized Medicine, Department of Pathology and Laboratory Medicine, Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA; (D.O.); (T.T.)
| | - Bino Varghese
- Department of Radiology, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA;
| | - Steven Y. Cen
- Departments of Radiology and Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA;
| | - Jeffrey Werbin
- RareCyte, Inc., Seattle, WA 98121, USA; (J.W.); (N.E.); (T.G.)
| | - Nolan Ericson
- RareCyte, Inc., Seattle, WA 98121, USA; (J.W.); (N.E.); (T.G.)
| | - Alexander Cunha
- Division of Medical Oncology, Department of Medicine and Department of Biochemistry & Molecular Medicine, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA; (G.M.); (A.C.); (Y.-T.L.); (D.Q.)
| | - Yi-Tsung Lu
- Division of Medical Oncology, Department of Medicine and Department of Biochemistry & Molecular Medicine, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA; (G.M.); (A.C.); (Y.-T.L.); (D.Q.)
| | - Thaddeus George
- RareCyte, Inc., Seattle, WA 98121, USA; (J.W.); (N.E.); (T.G.)
| | - Jeffrey Smith
- Clinical Sequencing Division, Thermo Fisher Scientific, San Francisco, CA 94080, USA;
| | - David Quinn
- Division of Medical Oncology, Department of Medicine and Department of Biochemistry & Molecular Medicine, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA; (G.M.); (A.C.); (Y.-T.L.); (D.Q.)
| | - Vinay Duddalwar
- Departments of Radiology and Urology, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA;
| | - Timothy Triche
- Center for Personalized Medicine, Department of Pathology and Laboratory Medicine, Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA; (D.O.); (T.T.)
| | - Amir Goldkorn
- Division of Medical Oncology, Department of Medicine and Department of Biochemistry & Molecular Medicine, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA; (G.M.); (A.C.); (Y.-T.L.); (D.Q.)
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Bradley JR, Cannings TI. Data-driven design of targeted gene panels for estimating immunotherapy biomarkers. Commun Biol 2022; 5:156. [PMID: 35197525 PMCID: PMC8866421 DOI: 10.1038/s42003-022-03098-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 01/31/2022] [Indexed: 12/28/2022] Open
Abstract
Tumour mutation burden and other exome-wide biomarkers are used to determine which patients will benefit from immunotherapy. However, the cost of whole exome sequencing limits the widespread use of such biomarkers. Here, we introduce a data-driven framework for the design of targeted gene panels for estimating a broad class of biomarkers including tumour mutation burden and tumour indel burden. Our first goal is to develop a generative model for the profile of mutation across the exome, which allows for gene- and variant type-dependent mutation rates. Based on this model, we then propose a procedure for constructing biomarker estimators. Our approach allows the practitioner to select a targeted gene panel of prespecified size and construct an estimator that only depends on the selected genes. Alternatively, our method may be applied to make predictions based on an existing gene panel, or to augment a gene panel to a given size. We demonstrate the excellent performance of our proposal using data from three non small-cell lung cancer studies, as well as data from six other cancer types.
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Affiliation(s)
- Jacob R Bradley
- School of Mathematics, University of Edinburgh, Edinburgh, UK.
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