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Akamatsu S, Naito Y, Nagayama J, Sano Y, Inoue S, Matsuo K, Sano T, Ishida S, Matsukawa Y, Kato M. Treatment escalation and de-escalation of de-novo metastatic castration-sensitive prostate cancer. NAGOYA JOURNAL OF MEDICAL SCIENCE 2024; 86:169-180. [PMID: 38962407 PMCID: PMC11219222 DOI: 10.18999/nagjms.86.2.169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 09/21/2023] [Indexed: 07/05/2024]
Abstract
Androgen receptor signaling inhibitors combined with androgen deprivation therapy have become the standard of care for metastatic castration-sensitive prostate cancer (mCSPC), regardless of tumor volume or risk. However, survival of approximately one-third of these patients has not improved, necessitating further treatment escalation. On the other hand, for patients with oligometastatic mCSPC, there is an emerging role for local radiation therapy. Although data remain scarce, it is expected that treatment of both primary tumor as well as metastasis-directed therapy may improve survival outcomes. In these patients, systemic therapy may be de-escalated to intermittent therapy. However, precise risk stratification is necessary for risk-based treatment escalation or de-escalation. In addition to risk stratification based on clinical parameters, research has been conducted to incorporate genomic and/or transcriptomic data into risk stratification. In future, an integrated risk model is expected to precisely stratify patients and guide treatment strategies. Here, we first review the transition of the standard treatment for mCSPC over the last decade and further discuss the newest concept of escalating or de-escalating treatment using a multi-modal approach based on the currently available literature.
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Affiliation(s)
- Shusuke Akamatsu
- Department of Urology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yushi Naito
- Department of Urology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Jun Nagayama
- Department of Urology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yuta Sano
- Department of Urology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Satoshi Inoue
- Department of Urology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Kazuna Matsuo
- Department of Urology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Tomoyasu Sano
- Department of Urology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Shohei Ishida
- Department of Urology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yoshihisa Matsukawa
- Department of Urology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Masashi Kato
- Department of Urology, Nagoya University Graduate School of Medicine, Nagoya, Japan
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Dalfovo D, Scandino R, Paoli M, Valentini S, Romanel A. Germline determinants of aberrant signaling pathways in cancer. NPJ Precis Oncol 2024; 8:57. [PMID: 38429380 PMCID: PMC10907629 DOI: 10.1038/s41698-024-00546-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 02/16/2024] [Indexed: 03/03/2024] Open
Abstract
Cancer is a complex disease influenced by a heterogeneous landscape of both germline genetic variants and somatic aberrations. While there is growing evidence suggesting an interplay between germline and somatic variants, and a substantial number of somatic aberrations in specific pathways are now recognized as hallmarks in many well-known forms of cancer, the interaction landscape between germline variants and the aberration of those pathways in cancer remains largely unexplored. Utilizing over 8500 human samples across 33 cancer types characterized by TCGA and considering binary traits defined using a large collection of somatic aberration profiles across ten well-known oncogenic signaling pathways, we conducted a series of GWAS and identified genome-wide and suggestive associations involving 276 SNPs. Among these, 94 SNPs revealed cis-eQTL links with cancer-related genes or with genes functionally correlated with the corresponding traits' oncogenic pathways. GWAS summary statistics for all tested traits were then used to construct a set of polygenic scores employing a customized computational strategy. Polygenic scores for 24 traits demonstrated significant performance and were validated using data from PCAWG and CCLE datasets. These scores showed prognostic value for clinical variables and exhibited significant effectiveness in classifying patients into specific cancer subtypes or stratifying patients with cancer-specific aggressive phenotypes. Overall, we demonstrate that germline genetics can describe patients' genetic liability to develop specific cancer molecular and clinical profiles.
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Affiliation(s)
- Davide Dalfovo
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38123, Trento, (TN), Italy
| | - Riccardo Scandino
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38123, Trento, (TN), Italy
| | - Marta Paoli
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38123, Trento, (TN), Italy
| | - Samuel Valentini
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38123, Trento, (TN), Italy
| | - Alessandro Romanel
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38123, Trento, (TN), Italy.
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3
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Li T, Zhou Z, Xie Z, Fan X, Zhang Y, Zhang Y, Song X, Ruan Y. Identification and validation of cancer-associated fibroblast-related subtypes and the prognosis model of biochemical recurrence in prostate cancer based on single-cell and bulk RNA sequencing. J Cancer Res Clin Oncol 2023; 149:11379-11395. [PMID: 37369799 DOI: 10.1007/s00432-023-05011-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 06/19/2023] [Indexed: 06/29/2023]
Abstract
BACKGROUND Cancer-associated fibroblasts (CAFs) are an essential component of the tumor immune microenvironment that are involved in extracellular matrix (ECM) remodeling. We aim to investigate the characteristics of CAFs in prostate cancer and develop a biochemical recurrence (BCR)-related CAF signature for predicting the prognosis of PCa patients. METHODS The bulk RNA-seq and relevant clinical information were obtained from the TCGA and GEO databases, respectively. The infiltration scores of CAFs in prostate cancer patients were calculated using the MCP counter and EPIC algorithms. The single-cell RNA sequencing (scRNA-seq) was downloaded from the GEO database. Subsequently, univariate Cox regression analysis was employed to identify prognostic genes associated with CAFs. We identified two subtypes (C1 and C2) of prostate cancer that were associated with CAFs via non-negative matrix factorization (NMF) clustering. In addition, the BCR-related CAF signatures were constructed using Lasso regression analysis. Finally, a nomogram model was established based on the risk score and clinical characteristics of the patients. RESULTS Initially, we found that patients with high CAF infiltration scores had shorter biochemical recurrence-free survival (BCRFS) times. Subsequently, CAFs in four pairs of tumors and paracancerous tissues were identified. We discovered 253 significantly differentially expressed genes, of which 13 had prognostic significance. Using NMF clustering, we divided PCa patients into C1 and C2 subgroups, with the C1 subgroup having a worse prognosis and substantially enriched cell cycle, homologous recombination, and mismatch repair pathways. Furthermore, a BCR-related CAFs signature was established. Multivariate COX regression analysis confirmed that the BCR-related CAFs signature was an independent prognostic factor for BCR in PCa. In addition, the nomogram was based on the clinical characteristics and risk scores of the patient and demonstrated high accuracy and reliability for predicting BCR. Lastly, our findings indicate that the risk score may be a useful tool for predicting PCa patients' sensitivity to immunotherapy and drug treatment. CONCLUSION NMF clustering based on CAF-related genes revealed distinct TME immune characteristics between groups. The BCR-related CAF signature accurately predicted prognosis and immunotherapy response in prostate cancer patients, offering a promising new approach to cancer treatment.
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Affiliation(s)
- Tiewen Li
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Wujin Road 85, Shanghai, 200080, China
| | - Zeng Zhou
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Wujin Road 85, Shanghai, 200080, China
| | - Zhiwen Xie
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Wujin Road 85, Shanghai, 200080, China
| | - Xuhui Fan
- Department of Radiology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Wujin Road 85, Shanghai, 200080, China
| | - Yichen Zhang
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Wujin Road 85, Shanghai, 200080, China
| | - Yu Zhang
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Wujin Road 85, Shanghai, 200080, China
| | - Xiaodong Song
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Wujin Road 85, Shanghai, 200080, China
| | - Yuan Ruan
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Wujin Road 85, Shanghai, 200080, China.
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4
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Houlahan KE, Livingstone J, Fox NS, Kurganovs N, Zhu H, Sietsma Penington J, Jung CH, Yamaguchi TN, Heisler LE, Jovelin R, Costello AJ, Pope BJ, Kishan AU, Corcoran NM, Bristow RG, Waszak SM, Weischenfeldt J, He HH, Hung RJ, Hovens CM, Boutros PC. A polygenic two-hit hypothesis for prostate cancer. J Natl Cancer Inst 2023; 115:468-472. [PMID: 36610996 PMCID: PMC10086625 DOI: 10.1093/jnci/djad001] [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: 08/03/2022] [Revised: 10/19/2022] [Accepted: 01/03/2023] [Indexed: 01/09/2023] Open
Abstract
Prostate cancer is one of the most heritable cancers. Hundreds of germline polymorphisms have been linked to prostate cancer diagnosis and prognosis. Polygenic risk scores can predict genetic risk of a prostate cancer diagnosis. Although these scores inform the probability of developing a tumor, it remains unknown how germline risk influences the tumor molecular evolution. We cultivated a cohort of 1250 localized European-descent patients with germline and somatic DNA profiling. Men of European descent with higher genetic risk were diagnosed earlier and had less genomic instability and fewer driver genes mutated. Higher genetic risk was associated with better outcome. These data imply a polygenic "two-hit" model where germline risk reduces the number of somatic alterations required for tumorigenesis. These findings support further clinical studies of polygenic risk scores as inexpensive and minimally invasive adjuncts to standard risk stratification. Further studies are required to interrogate generalizability to more ancestrally and clinically diverse populations.
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Affiliation(s)
- Kathleen E Houlahan
- Department of Human Genetics, University of California, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, CA, USA
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
- Institute for Precision Health, University of California, Los Angeles, CA, USA
- Ontario Institute for Cancer Research, Toronto, Canada
- Vector Institute, Toronto, Canada
| | - Julie Livingstone
- Department of Human Genetics, University of California, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, CA, USA
- Institute for Precision Health, University of California, Los Angeles, CA, USA
- Department of Urology, University of California, Los Angeles, CA, USA
| | - Natalie S Fox
- Department of Human Genetics, University of California, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, CA, USA
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
- Institute for Precision Health, University of California, Los Angeles, CA, USA
- Ontario Institute for Cancer Research, Toronto, Canada
| | - Natalie Kurganovs
- Australian Prostate Cancer Research Centre Epworth, Richmond, VIC, Australia
- Department of Surgery, The University of Melbourne, Parkville, VIC, Australia
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Helen Zhu
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
- Vector Institute, Toronto, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | | | - Chol-Hee Jung
- Melbourne Bioinformatics, The University of Melbourne, Parkville, VIC, Australia
| | - Takafumi N Yamaguchi
- Department of Human Genetics, University of California, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, CA, USA
- Institute for Precision Health, University of California, Los Angeles, CA, USA
- Department of Urology, University of California, Los Angeles, CA, USA
| | | | | | - Anthony J Costello
- Division of Urology, Royal Melbourne Hospital, Parkville, VIC, Australia
| | - Bernard J Pope
- Department of Surgery, The University of Melbourne, Parkville, VIC, Australia
- Melbourne Bioinformatics, The University of Melbourne, Parkville, VIC, Australia
- Department of Clinical Pathology, The University of Melbourne, Parkville, VIC, Australia
- Department of Medicine, Central Clinical School, Faculty of Medicine Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
| | - Amar U Kishan
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, CA, USA
- Department of Radiation Oncology, University of California, Los Angeles, CA, USA
| | - Niall M Corcoran
- Australian Prostate Cancer Research Centre Epworth, Richmond, VIC, Australia
- Department of Surgery, The University of Melbourne, Parkville, VIC, Australia
- Division of Urology, Royal Melbourne Hospital, Parkville, VIC, Australia
- Department of Urology, Peninsula Health, Frankston, VIC, Australia
- The Victorian Comprehensive Cancer Centre, Parkville, VIC, Australia
| | - Robert G Bristow
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Manchester Cancer Research Centre, Manchester, UK
| | - Sebastian M Waszak
- Centre for Molecular Medicine Norway (NCMM), Nordic EMBL Partnership, University of Oslo, and Oslo University Hospital, Oslo, Norway
- Department of Pediatric Research, Division of Paediatric and Adolescent Medicine, Rikshospitalet, Oslo University Hospital, Oslo, Norway
- Department of Neurology, University of California, San Francisco, San Francisco, CA, USA
| | - Joachim Weischenfeldt
- Biotech Research and Innovation Centre (BRIC), University of Copenhagen, Copenhagen, Denmark
- Finsen Laboratory, Rigshospitalet, Copenhagen, Denmark
- Department of Urology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Housheng H He
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Rayjean J Hung
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Canada
- Epidemiology Division, Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | - Christopher M Hovens
- Australian Prostate Cancer Research Centre Epworth, Richmond, VIC, Australia
- Department of Surgery, The University of Melbourne, Parkville, VIC, Australia
| | - Paul C Boutros
- Department of Human Genetics, University of California, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, CA, USA
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
- Institute for Precision Health, University of California, Los Angeles, CA, USA
- Ontario Institute for Cancer Research, Toronto, Canada
- Vector Institute, Toronto, Canada
- Department of Urology, University of California, Los Angeles, CA, USA
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, Canada
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5
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Montero-Ovalle W, Sanabria-Salas MC, Mesa-López de Mesa J, Varela-Ramírez R, Segura-Moreno YY, Sánchez-Villalobos SA, Nuñez-Lemus M, Serrano ML. Determination of TMPRSS2-ERG, SPOP, FOXA1, and IDH1 prostate cancer molecular subtypes in Colombian patients and their possible implications for prognosis. Cell Biol Int 2023; 47:1017-1030. [PMID: 36740223 DOI: 10.1002/cbin.12000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 11/30/2022] [Accepted: 01/21/2023] [Indexed: 02/07/2023]
Abstract
Prostate cancer (PCa) is one of cancer with of the highest incidence and mortality worldwide. Current disease prognostic markers do not differentiate aggressive from indolent PCa with sufficient certainty, and characterization by molecular subtypes has been sought to allow a better classification. TMPRSS2-ERG, SPOP, FOXA1, and IDH1 molecular subtypes have been described, but the association of these subtypes with prognosis in PCa is unclear; their frequency in Colombian patients is also unknown. Formalin-fixed and paraffin-embedded samples of radical prostatectomy from 112 patients with PCa were used. The TMPRSS2-ERG subtype was assessed with fluorescent in situ hybridization. The mutations in SPOP, FOXA1, and IDH1 in hot-spot regions were evaluated using Sanger sequencing. Fusion was detected in 71 patients (63.4%). No statistically significant differences were found between the state of fusion and the variables analyzed. In the 41 fusion-negative cases (36.6%), two patients (4.9%) had missense mutations in SPOP (p.F102C and p.F133L), representing a 1.8% of the overall cohort. The low frequency of this subtype in Colombians could be explained by the reported variability in the frequency of these mutations according to the population (5%-20%). No mutations were found in FOXA1 in the cases analyzed. The synonym SNP rs11554137 IDH1105GGT was found in tumor tissue but not in the normal tissue in one case. A larger cohort of Colombian PCa patients is needed for future studies to validate these findings and gain a better understanding of the molecular profile of this cancer in our population and if there are any differences by Colombian regions.
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Affiliation(s)
- Wendy Montero-Ovalle
- Cancer Biology Research Group, Instituto Nacional de Cancerología, Bogotá, Colombia.,Department of Chemistry, Faculty of Sciences, Universidad Nacional de Colombia, Bogotá, Colombia
| | | | | | - Rodolfo Varela-Ramírez
- Department of Oncological Urology, Instituto Nacional de Cancerología, Bogotá, Colombia.,Department of Surgery, Faculty of Medicine Universidad Nacional de Colombia, Bogotá, Colombia
| | | | | | - Marcela Nuñez-Lemus
- Research Support and Monitoring Group, Instituto Nacional de Cancerología, Bogotá, Colombia
| | - Martha L Serrano
- Cancer Biology Research Group, Instituto Nacional de Cancerología, Bogotá, Colombia.,Department of Chemistry, Faculty of Sciences, Universidad Nacional de Colombia, Bogotá, Colombia
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6
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Yang X, Zhu Q. SPOP in Cancer: Phenomena, Mechanisms and Its Role in Therapeutic Implications. Genes (Basel) 2022; 13:2051. [PMID: 36360288 PMCID: PMC9690554 DOI: 10.3390/genes13112051] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2022] [Revised: 10/14/2022] [Accepted: 11/04/2022] [Indexed: 11/15/2023] Open
Abstract
Speckle-type POZ (pox virus and zinc finger protein) protein (SPOP) is a cullin 3-based E3 ubiquitin ligase adaptor protein that plays a crucial role in ubiquitin-mediated protein degradation. Recently, SPOP has attracted major research attention as it is frequently mutated in a range of cancers, highlighting pleiotropic tumorigenic effects and associations with treatment resistance. Structurally, SPOP contains a functionally critical N-terminal meprin and TRAF homology (MATH) domain for many SPOP substrates. SPOP has two other domains, including the internal Bric-a-brac-Tramtrack/Broad (BTB) domain, which is linked with SPOP dimerization and binding to cullin3, and a C-terminal nuclear localization sequence (NLS). The dysregulation of SPOP-mediated proteolysis is associated with the development and progression of different cancers since abnormalities in SPOP function dysregulate cellular signaling pathways by targeting oncoproteins or tumor suppressors in a tumor-specific manner. SPOP is also involved in genome stability through its role in the DNA damage response and DNA replication. More recently, studies have shown that the expression of SPOP can be modulated in various ways. In this review, we summarize the current understanding of SPOP's functions in cancer and discuss how to design a rational therapeutic target.
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Affiliation(s)
| | - Qing Zhu
- Department of Abdominal Oncology, West China Hospital of Sichuan University, Chengdu 610041, China
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7
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Jaratlerdsiri W, Jiang J, Gong T, Patrick SM, Willet C, Chew T, Lyons RJ, Haynes AM, Pasqualim G, Louw M, Kench JG, Campbell R, Horvath LG, Chan EKF, Wedge DC, Sadsad R, Brum IS, Mutambirwa SBA, Stricker PD, Bornman MSR, Hayes VM. African-specific molecular taxonomy of prostate cancer. Nature 2022; 609:552-559. [PMID: 36045292 PMCID: PMC9477733 DOI: 10.1038/s41586-022-05154-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Accepted: 07/27/2022] [Indexed: 12/24/2022]
Abstract
Prostate cancer is characterized by considerable geo-ethnic disparity. African ancestry is a significant risk factor, with mortality rates across sub-Saharan Africa of 2.7-fold higher than global averages1. The contributing genetic and non-genetic factors, and associated mutational processes, are unknown2,3. Here, through whole-genome sequencing of treatment-naive prostate cancer samples from 183 ancestrally (African versus European) and globally distinct patients, we generate a large cancer genomics resource for sub-Saharan Africa, identifying around 2 million somatic variants. Significant African-ancestry-specific findings include an elevated tumour mutational burden, increased percentage of genome alteration, a greater number of predicted damaging mutations and a higher total of mutational signatures, and the driver genes NCOA2, STK19, DDX11L1, PCAT1 and SETBP1. Examining all somatic mutational types, we describe a molecular taxonomy for prostate cancer differentiated by ancestry and defined as global mutational subtypes (GMS). By further including Chinese Asian data, we confirm that GMS-B (copy-number gain) and GMS-D (mutationally noisy) are specific to African populations, GMS-A (mutationally quiet) is universal (all ethnicities) and the African-European-restricted subtype GMS-C (copy-number losses) predicts poor clinical outcomes. In addition to the clinical benefit of including individuals of African ancestry, our GMS subtypes reveal different evolutionary trajectories and mutational processes suggesting that both common genetic and environmental factors contribute to the disparity between ethnicities. Analogous to gene-environment interaction-defined here as a different effect of an environmental surrounding in people with different ancestries or vice versa-we anticipate that GMS subtypes act as a proxy for intrinsic and extrinsic mutational processes in cancers, promoting global inclusion in landmark studies.
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Affiliation(s)
- Weerachai Jaratlerdsiri
- Ancestry and Health Genomics Laboratory, Charles Perkins Centre, School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia
- Genomics and Epigenetic Theme, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
| | - Jue Jiang
- Ancestry and Health Genomics Laboratory, Charles Perkins Centre, School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia
- Genomics and Epigenetic Theme, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
| | - Tingting Gong
- Ancestry and Health Genomics Laboratory, Charles Perkins Centre, School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia
- Genomics and Epigenetic Theme, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
- Human Phenome Institute, Fudan University, Shanghai, China
| | - Sean M Patrick
- School of Health Systems & Public Health, University of Pretoria, Pretoria, South Africa
| | - Cali Willet
- Sydney Informatics Hub, University of Sydney, Darlington, New South Wales, Australia
| | - Tracy Chew
- Sydney Informatics Hub, University of Sydney, Darlington, New South Wales, Australia
| | - Ruth J Lyons
- Genomics and Epigenetic Theme, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
| | - Anne-Maree Haynes
- Genomics and Epigenetic Theme, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
| | - Gabriela Pasqualim
- Endocrine and Tumor Molecular Biology Laboratory (LABIMET), Instituto de Ciências Básicas da Saúde, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
- Laboratory of Genetics, Instituto de Ciências Biológicas, Universidade Federal do Rio Grande, Rio Grande, Brazil
| | - Melanie Louw
- National Health Laboratory Services, Johannesburg, South Africa
| | - James G Kench
- Department of Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital and Central Clinical School, University of Sydney, Sydney, New South Wales, Australia
| | | | - Lisa G Horvath
- Genomics and Epigenetic Theme, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
- Medical Oncology, Chris O'Brien Lifehouse, Royal Prince Alfred Hospital and Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia
| | - Eva K F Chan
- Genomics and Epigenetic Theme, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
- NSW Health Pathology, Sydney, New South Wales, Australia
| | - David C Wedge
- Division of Cancer Sciences, University of Manchester, Manchester, UK
| | - Rosemarie Sadsad
- Sydney Informatics Hub, University of Sydney, Darlington, New South Wales, Australia
| | - Ilma Simoni Brum
- Endocrine and Tumor Molecular Biology Laboratory (LABIMET), Instituto de Ciências Básicas da Saúde, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Shingai B A Mutambirwa
- Department of Urology, Sefako Makgatho Health Science University, Dr George Mukhari Academic Hospital, Medunsa, South Africa
| | - Phillip D Stricker
- Genomics and Epigenetic Theme, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
- Department of Urology, St Vincent's Hospital, Darlinghurst, New South Wales, Australia
| | - M S Riana Bornman
- School of Health Systems & Public Health, University of Pretoria, Pretoria, South Africa
| | - Vanessa M Hayes
- Ancestry and Health Genomics Laboratory, Charles Perkins Centre, School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia.
- Genomics and Epigenetic Theme, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia.
- School of Health Systems & Public Health, University of Pretoria, Pretoria, South Africa.
- Faculty of Health Sciences, University of Limpopo, Mankweng, South Africa.
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8
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Valentini S, Gandolfi F, Carolo M, Dalfovo D, Pozza L, Romanel A. OUP accepted manuscript. Nucleic Acids Res 2022; 50:1335-1350. [PMID: 35061909 PMCID: PMC8860573 DOI: 10.1093/nar/gkac024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 01/03/2022] [Accepted: 01/07/2022] [Indexed: 11/21/2022] Open
Abstract
In the last years, many studies were able to identify associations between common genetic variants and complex diseases. However, the mechanistic biological links explaining these associations are still mostly unknown. Common variants are usually associated with a relatively small effect size, suggesting that interactions among multiple variants might be a major genetic component of complex diseases. Hence, elucidating the presence of functional relations among variants may be fundamental to identify putative variants’ interactions. To this aim, we developed Polympact, a web-based resource that allows to explore functional relations among human common variants by exploiting variants’ functional element landscape, their impact on transcription factor binding motifs, and their effect on transcript levels of protein-coding genes. Polympact characterizes over 18 million common variants and allows to explore putative relations by combining clustering analysis and innovative similarity and interaction network models. The properties of the network models were studied and the utility of Polympact was demonstrated by analysing the rich sets of Breast Cancer and Alzheimer's GWAS variants. We identified relations among multiple variants, suggesting putative interactions. Polympact is freely available at bcglab.cibio.unitn.it/polympact.
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Affiliation(s)
- Samuel Valentini
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Francesco Gandolfi
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Mattia Carolo
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Davide Dalfovo
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Lara Pozza
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Alessandro Romanel
- To whom correspondence should be addressed. Tel: +39 0461 285217; Fax: +39 0461 283937;
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9
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Bernasocchi T, Theurillat JPP. SPOP-mutant prostate cancer: Translating fundamental biology into patient care. Cancer Lett 2021; 529:11-18. [PMID: 34974131 DOI: 10.1016/j.canlet.2021.12.024] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 11/30/2021] [Accepted: 12/21/2021] [Indexed: 02/06/2023]
Abstract
Comprehensive cancer genome studies have revealed genetically-defined subtypes of prostate cancer with distinct truncal driver mutations. Because prostate cancer has been largely seen as a rather uniform disease, the clinical significance of this discovery remained largely obscure. However, recent findings imply distinct biological features and therapeutic vulnerabilities linked to specific truncal mutations. Here we review our current understanding of prostate cancers harboring recurrent point mutations in the ubiquitin ligase adaptor protein SPOP and discuss opportunities for future clinical translation. More specifically, activation of the androgen receptor (AR) signaling emerges as the key oncogenic pathway. SPOP-mutant prostate cancer patients respond to AR inhibition in various clinical settings. Molecular insights on how mutant SPOP promotes tumorigenesis may open more specific therapeutic avenues which, in combination with conventional AR-targeting agents, could improve the outcome of patients with SPOP-mutant prostate cancer.
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Affiliation(s)
- Tiziano Bernasocchi
- Institute of Oncology Research, Bellinzona, TI, 6500, Switzerland; Università della Svizzera italiana (USI), Faculty of Biomedical Sciences, TI, 6900, Lugano, Switzerland
| | - Jean-Philippe P Theurillat
- Institute of Oncology Research, Bellinzona, TI, 6500, Switzerland; Università della Svizzera italiana (USI), Faculty of Biomedical Sciences, TI, 6900, Lugano, Switzerland.
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10
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Valentini S, Marchioretti C, Bisio A, Rossi A, Zaccara S, Romanel A, Inga A. TranSNPs: A class of functional SNPs affecting mRNA translation potential revealed by fraction-based allelic imbalance. iScience 2021; 24:103531. [PMID: 34917903 PMCID: PMC8666669 DOI: 10.1016/j.isci.2021.103531] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Revised: 10/27/2021] [Accepted: 11/23/2021] [Indexed: 12/23/2022] Open
Abstract
Few studies have explored the association between SNPs and alterations in mRNA translation potential. We developed an approach to identify SNPs that can mark allele-specific protein expression levels and could represent sources of inter-individual variation in disease risk. Using MCF7 cells under different treatments, we performed polysomal profiling followed by RNA sequencing of total or polysome-associated mRNA fractions and designed a computational approach to identify SNPs showing a significant change in the allelic balance between total and polysomal mRNA fractions. We identified 147 SNPs, 39 of which located in UTRs. Allele-specific differences at the translation level were confirmed in transfected MCF7 cells by reporter assays. Exploiting breast cancer data from TCGA we identified UTR SNPs demonstrating distinct prognosis features and altering binding sites of RNA-binding proteins. Our approach produced a catalog of tranSNPs, a class of functional SNPs associated with allele-specific translation and potentially endowed with prognostic value for disease risk.
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Affiliation(s)
- Samuel Valentini
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38123 Trento, Italy
| | - Caterina Marchioretti
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38123 Trento, Italy
- Department of Biomedical Sciences (DBS), University of Padova, 35131 Padova, Italy
| | - Alessandra Bisio
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38123 Trento, Italy
| | - Annalisa Rossi
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38123 Trento, Italy
| | - Sara Zaccara
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38123 Trento, Italy
- Weill Medical College, Cornell University, New York 10065, NY, USA
| | - Alessandro Romanel
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38123 Trento, Italy
| | - Alberto Inga
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38123 Trento, Italy
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11
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Armstrong AJ, Li X, Tucker M, Li S, Mu XJ, Eng KW, Sboner A, Rubin M, Gerstein M. Molecular medicine tumor board: whole-genome sequencing to inform on personalized medicine for a man with advanced prostate cancer. Prostate Cancer Prostatic Dis 2021; 24:786-793. [PMID: 33568750 PMCID: PMC8384621 DOI: 10.1038/s41391-021-00324-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 12/14/2020] [Accepted: 01/15/2021] [Indexed: 02/01/2023]
Abstract
PURPOSE Molecular profiling of cancer is increasingly common as part of routine care in oncology, and germline and somatic profiling may provide insights and actionable targets for men with metastatic prostate cancer. However, all reported cases are of deidentified individuals without full medical and genomic data available in the public domain. PATIENT AND METHODS We present a case of whole-genome tumor and germline sequencing in a patient with advanced prostate cancer, who has agreed to make his genomic and clinical data publicly available. RESULTS We describe an 84-year-old Caucasian male with a Gleason 10 oligometastastic hormone-sensitive prostate cancer. Whole-genome sequencing provided insights into his tumor's underlying mutational processes and the development of an SPOP mutation. It also revealed an androgen-receptor dependency of his cancer which was reflected in his durable response to radiation and hormonal therapy. Potentially actionable genomic lesions in the tumor were identified through a personalized medicine approach for potential future therapy, but at the moment, he remains in remission, illustrating the hormonal sensitivity of his SPOP-driven prostate cancer. We also placed this patient in the context of a large prostate-cancer cohort from the PCAWG (Pan-cancer Analysis of Whole Genomes) group. In this comparison, the patient's cancer appears typical in terms of the number and type of somatic mutations, but it has a somewhat larger contribution from the mutational process associated with aging. CONCLUSION We combined the expertise of medical oncology and genomics approaches to develop a molecular tumor board to integrate the care and study of this patient, who continues to have an outstanding response to his combined modality treatment. This identifiable case potentially helps overcome barriers to clinical and genomic data sharing.
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Affiliation(s)
- Andrew J Armstrong
- Duke Cancer Institute Center for Prostate and Urologic Cancer, Departments of Medicine, Surgery, Pharmacology and Cancer Biology, Duke Cancer Institute, Durham, NC, USA.
| | - Xiaotong Li
- Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA
| | - Matthew Tucker
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Shantao Li
- Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA
| | | | - Kenneth Wha Eng
- Department of Physiology and Biophysics, Englander Institute for Precision Medicine, HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medical College, New York, NY, USA
| | - Andrea Sboner
- Department of Pathology and Laboratory Medicine, Englander Institute for Precision Medicine, HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Meyer Cancer Center, Weill Cornell Medical College, New York, NY, USA
| | - Mark Rubin
- Department of Pathology and Laboratory Medicine, Englander Institute for Precision Medicine, HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Meyer Cancer Center, Weill Cornell Medical College, New York, NY, USA.
- Department for BioMedical Research, University of Bern and Inselspital, 3010, Bern, Switzerland.
- Bern Center for Precision Medicine, University of Bern and Inselspital, 3010, Bern, Switzerland.
| | - Mark Gerstein
- Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA.
- Department of Molecular Biophysics and Biochemistry, Department of Statistics and Data Science, Department of Computer Science, Yale University, New Haven, CT, USA.
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12
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Kim EH, Cao D, Mahajan NP, Andriole GL, Mahajan K. ACK1-AR and AR-HOXB13 signaling axes: epigenetic regulation of lethal prostate cancers. NAR Cancer 2020; 2:zcaa018. [PMID: 32885168 PMCID: PMC7454006 DOI: 10.1093/narcan/zcaa018] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2020] [Revised: 07/22/2020] [Accepted: 08/13/2020] [Indexed: 12/24/2022] Open
Abstract
The androgen receptor (AR) is a critical transcription factor in prostate cancer (PC) pathogenesis. Its activity in malignant cells is dependent on interactions with a diverse set of co-regulators. These interactions fluctuate depending on androgen availability. For example, the androgen depletion increases the dependence of castration-resistant PCs (CRPCs) on the ACK1 and HOXB13 cell survival pathways. Activated ACK1, an oncogenic tyrosine kinase, phosphorylates cytosolic and nuclear proteins, thereby avoiding the inhibitory growth consequences of androgen depletion. Notably, ACK1-mediated phosphorylation of histone H4, which leads to epigenetic upregulation of AR expression, has emerged as a critical mechanism of CRPC resistance to anti-androgens. This resistance can be targeted using the ACK1-selective small-molecule kinase inhibitor (R)- 9b. CRPCs also deploy the bromodomain and extra-terminal domain protein BRD4 to epigenetically increase HOXB13 gene expression, which in turn activates the MYC target genes AURKA/AURKB. HOXB13 also facilitates ligand-independent recruitment of the AR splice variant AR-V7 to chromatin, compensating for the loss of the chromatin remodeling protein, CHD1, and restricting expression of the mitosis control gene HSPB8. These studies highlight the crosstalk between AR-ACK1 and AR-HOXB13 pathways as key mediators of CRPC recurrence.
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Affiliation(s)
- Eric H Kim
- Division of Urologic Surgery, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - Dengfeng Cao
- Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - Nupam P Mahajan
- Division of Urologic Surgery, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - Gerald L Andriole
- Division of Urologic Surgery, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - Kiran Mahajan
- Division of Urologic Surgery, Washington University in St. Louis, St. Louis, MO 63110, USA
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Abstract
Multiple studies have confirmed that speckle-type pox virus and zinc finger (POZ) protein (SPOP) functions as a substrate adaptor of cullin 3-based E3 ligase and has a crucial role in various cellular processes via specific targeting of proteins for ubiquitination and subsequent proteasomal degradation. Dysregulation of SPOP-mediated proteolysis might be involved in the development and progression of human prostate and kidney cancers. In prostate cancer, SPOP seems to function as a tumour suppressor by targeting several proteins, including androgen receptor (AR), steroid receptor coactivator 3 (SRC3) and BRD4, for degradation, whereas it might function as an oncoprotein in kidney cancer, for example, by targeting phosphatase and tensin homologue (PTEN) for proteasomal degradation. In addition, nuclear SPOP targets AR for degradation and has a role as a tumour suppressor in prostate cancer; however, in kidney cancer, SPOP largely accumulates in the cytoplasm and fails to promote degradation of AR located in the nucleus, resulting in activation of AR-driven pathways and cancer progression. Owing to the context-dependent function of SPOP in human malignancies, further assessment of the molecular mechanisms involving SPOP in prostate and kidney cancers is needed to improve our understanding of its role in the development of these cancer types. Treatments that target SPOP might become therapeutic strategies in these malignancies in the future.
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14
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Song Y, Xu Y, Pan C, Yan L, Wang ZW, Zhu X. The emerging role of SPOP protein in tumorigenesis and cancer therapy. Mol Cancer 2020; 19:2. [PMID: 31901237 PMCID: PMC6942384 DOI: 10.1186/s12943-019-1124-x] [Citation(s) in RCA: 72] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Accepted: 12/23/2019] [Indexed: 12/24/2022] Open
Abstract
The nuclear speckle-type pox virus and zinc finger (POZ) protein (SPOP), a representative substrate-recognition subunit of the cullin-RING E3 ligase, has been characterized to play a dual role in tumorigenesis and cancer progression. Numerous studies have determined that SPOP suppresses tumorigenesis in a variety of human malignancies such as prostate, lung, colon, gastric, and liver cancers. However, several studies revealed that SPOP exhibited oncogenic function in kidney cancer, suggesting that SPOP could exert its biological function in a cancer type-specific manner. The role of SPOP in thyroid, cervical, ovarian, bone and neurologic cancers has yet to be determined. In this review article, we describe the structure and regulation of SPOP in human cancer. Moreover, we highlight the critical role of SPOP in tumorigenesis based on three major categories: physiological evidence (animal models), pathological evidence (human cancer specimens) and biochemical evidence (downstream ubiquitin substrates). Furthermore, we note that SPOP could be a promising therapeutic target for cancer treatment.
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Affiliation(s)
- Yizuo Song
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Wenzhou Medical University, No. 109 Xueyuan Xi Road, Wenzhou, 325027, Zhejiang, China
| | - Yichi Xu
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Wenzhou Medical University, No. 109 Xueyuan Xi Road, Wenzhou, 325027, Zhejiang, China
| | - Chunyu Pan
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Wenzhou Medical University, No. 109 Xueyuan Xi Road, Wenzhou, 325027, Zhejiang, China
| | - Linzhi Yan
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Wenzhou Medical University, No. 109 Xueyuan Xi Road, Wenzhou, 325027, Zhejiang, China
| | - Zhi-Wei Wang
- Center of Scientific Research, The Second Affiliated Hospital of Wenzhou Medical University, No. 109 Xueyuan Xi Road, Wenzhou, 325027, Zhejiang, China. .,Department of Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.
| | - Xueqiong Zhu
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Wenzhou Medical University, No. 109 Xueyuan Xi Road, Wenzhou, 325027, Zhejiang, China.
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15
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Song Y, Xu Y, Pan C, Yan L, Wang ZW, Zhu X. The emerging role of SPOP protein in tumorigenesis and cancer therapy. Mol Cancer 2020; 19:2. [PMID: 31901237 DOI: 10.1186/s12943019-1124-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Accepted: 12/23/2019] [Indexed: 05/26/2023] Open
Abstract
The nuclear speckle-type pox virus and zinc finger (POZ) protein (SPOP), a representative substrate-recognition subunit of the cullin-RING E3 ligase, has been characterized to play a dual role in tumorigenesis and cancer progression. Numerous studies have determined that SPOP suppresses tumorigenesis in a variety of human malignancies such as prostate, lung, colon, gastric, and liver cancers. However, several studies revealed that SPOP exhibited oncogenic function in kidney cancer, suggesting that SPOP could exert its biological function in a cancer type-specific manner. The role of SPOP in thyroid, cervical, ovarian, bone and neurologic cancers has yet to be determined. In this review article, we describe the structure and regulation of SPOP in human cancer. Moreover, we highlight the critical role of SPOP in tumorigenesis based on three major categories: physiological evidence (animal models), pathological evidence (human cancer specimens) and biochemical evidence (downstream ubiquitin substrates). Furthermore, we note that SPOP could be a promising therapeutic target for cancer treatment.
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Affiliation(s)
- Yizuo Song
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Wenzhou Medical University, No. 109 Xueyuan Xi Road, Wenzhou, 325027, Zhejiang, China
| | - Yichi Xu
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Wenzhou Medical University, No. 109 Xueyuan Xi Road, Wenzhou, 325027, Zhejiang, China
| | - Chunyu Pan
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Wenzhou Medical University, No. 109 Xueyuan Xi Road, Wenzhou, 325027, Zhejiang, China
| | - Linzhi Yan
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Wenzhou Medical University, No. 109 Xueyuan Xi Road, Wenzhou, 325027, Zhejiang, China
| | - Zhi-Wei Wang
- Center of Scientific Research, The Second Affiliated Hospital of Wenzhou Medical University, No. 109 Xueyuan Xi Road, Wenzhou, 325027, Zhejiang, China.
- Department of Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.
| | - Xueqiong Zhu
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Wenzhou Medical University, No. 109 Xueyuan Xi Road, Wenzhou, 325027, Zhejiang, China.
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16
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Mamidi TKK, Wu J, Hicks C. Mapping the Germline and Somatic Mutation Interaction Landscape in Indolent and Aggressive Prostate Cancers. JOURNAL OF ONCOLOGY 2019; 2019:4168784. [PMID: 31814827 PMCID: PMC6878815 DOI: 10.1155/2019/4168784] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Accepted: 09/19/2019] [Indexed: 12/17/2022]
Abstract
BACKGROUND A majority of prostate cancers (PCas) are indolent and cause no harm even without treatment. However, a significant proportion of patients with PCa have aggressive tumors that progress rapidly to metastatic disease and are often lethal. PCa develops through somatic mutagenesis, but emerging evidence suggests that germline genetic variation can markedly contribute to tumorigenesis. However, the causal association between genetic susceptibility and tumorigenesis has not been well characterized. The objective of this study was to map the germline and somatic mutation interaction landscape in indolent and aggressive tumors and to discover signatures of mutated genes associated with each type and distinguishing the two types of PCa. MATERIALS AND METHODS We integrated germline mutation information from genome-wide association studies (GWAS) with somatic mutation information from The Cancer Genome Atlas (TCGA) using gene expression data from TCGA on indolent and aggressive PCas as the intermediate phenotypes. Germline and somatic mutated genes associated with each type of PCa were functionally characterized using network and pathway analysis. RESULTS We discovered gene signatures containing germline and somatic mutations associated with each type and distinguishing the two types of PCa. We discovered multiple gene regulatory networks and signaling pathways enriched with germline and somatic mutations including axon guidance, RAR, WINT, MSP-RON, STAT3, PI3K, TR/RxR, and molecular mechanisms of cancer, NF-kB, prostate cancer, GP6, androgen, and VEGF signaling pathways for indolent PCa and MSP-RON, axon guidance, RAR, adipogenesis, and molecular mechanisms of cancer and NF-kB signaling pathways for aggressive PCa. CONCLUSION The investigation revealed germline and somatic mutated genes associated with indolent and aggressive PCas and distinguishing the two types of PCa. The study revealed multiple gene regulatory networks and signaling pathways dysregulated by germline and somatic alterations. Integrative analysis combining germline and somatic mutations is a powerful approach to mapping germline and somatic mutation interaction landscape.
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Affiliation(s)
- Tarun Karthik Kumar Mamidi
- Informatics Institute, University of Alabama at Birmingham, School of Medicine, 1720 2nd Avenue South, Birmingham, AL 35294-3412, USA
| | - Jiande Wu
- Department of Genetics, Louisiana State University Health Sciences Center, School of Medicine, 533 Bolivar, New Orleans, LA-70112, USA
| | - Chindo Hicks
- Department of Genetics, Louisiana State University Health Sciences Center, School of Medicine, 533 Bolivar, New Orleans, LA-70112, USA
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17
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Maule G, Casini A, Montagna C, Ramalho AS, De Boeck K, Debyser Z, Carlon MS, Petris G, Cereseto A. Allele specific repair of splicing mutations in cystic fibrosis through AsCas12a genome editing. Nat Commun 2019; 10:3556. [PMID: 31391465 PMCID: PMC6685978 DOI: 10.1038/s41467-019-11454-9] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Accepted: 07/05/2019] [Indexed: 12/19/2022] Open
Abstract
Cystic fibrosis (CF) is an autosomal recessive disease caused by mutations in the CFTR gene. The 3272-26A>G and 3849+10kbC>T CFTR mutations alter the correct splicing of the CFTR gene, generating new acceptor and donor splice sites respectively. Here we develop a genome editing approach to permanently correct these genetic defects, using a single crRNA and the Acidaminococcus sp. BV3L6, AsCas12a. This genetic repair strategy is highly precise, showing very strong discrimination between the wild-type and mutant sequence and a complete absence of detectable off-targets. The efficacy of this gene correction strategy is verified in intestinal organoids and airway epithelial cells derived from CF patients carrying the 3272-26A>G or 3849+10kbC>T mutations, showing efficient repair and complete functional recovery of the CFTR channel. These results demonstrate that allele-specific genome editing with AsCas12a can correct aberrant CFTR splicing mutations, paving the way for a permanent splicing correction in genetic diseases.
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Affiliation(s)
- Giulia Maule
- Centre for Integrative Biology (CIBIO), University of Trento, Via Sommarive 9, 38123, Trento, Italy
| | - Antonio Casini
- Centre for Integrative Biology (CIBIO), University of Trento, Via Sommarive 9, 38123, Trento, Italy
| | - Claudia Montagna
- Centre for Integrative Biology (CIBIO), University of Trento, Via Sommarive 9, 38123, Trento, Italy
| | - Anabela S Ramalho
- Department of Development and Regeneration, CF Centre, Woman and Child, KU Leuven, Herestraat 49, Leuven, 3000, Belgium
| | - Kris De Boeck
- Department of Development and Regeneration, CF Centre, Woman and Child, KU Leuven, Herestraat 49, Leuven, 3000, Belgium
- Pediatric Pulmonology, Department of Pediatrics, University Hospital Leuven, Herestraat 49, Leuven, 3000, Belgium
| | - Zeger Debyser
- Laboratory for Molecular Virology and Drug Discovery, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Herestraat 49, Leuven, 3000, Belgium
| | - Marianne S Carlon
- Laboratory for Molecular Virology and Drug Discovery, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Herestraat 49, Leuven, 3000, Belgium.
| | - Gianluca Petris
- Centre for Integrative Biology (CIBIO), University of Trento, Via Sommarive 9, 38123, Trento, Italy.
- Medical Research Council Laboratory of Molecular Biology, Cambridge Biomedical Campus, Francis Crick Avenue, Cambridge, CB2 0QH, UK.
| | - Anna Cereseto
- Centre for Integrative Biology (CIBIO), University of Trento, Via Sommarive 9, 38123, Trento, Italy.
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Dysregulated Transcriptional Control in Prostate Cancer. Int J Mol Sci 2019; 20:ijms20122883. [PMID: 31200487 PMCID: PMC6627928 DOI: 10.3390/ijms20122883] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Revised: 06/06/2019] [Accepted: 06/07/2019] [Indexed: 12/24/2022] Open
Abstract
Recent advances in whole-genome and transcriptome sequencing of prostate cancer at different stages indicate that a large number of mutations found in tumors are present in non-protein coding regions of the genome and lead to dysregulated gene expression. Single nucleotide variations and small mutations affecting the recruitment of transcription factor complexes to DNA regulatory elements are observed in an increasing number of cases. Genomic rearrangements may position coding regions under the novel control of regulatory elements, as exemplified by the TMPRSS2-ERG fusion and the amplified enhancer identified upstream of the androgen receptor (AR) gene. Super-enhancers are increasingly found to play important roles in aberrant oncogenic transcription. Several players involved in these processes are currently being evaluated as drug targets and may represent new vulnerabilities that can be exploited for prostate cancer treatment. They include factors involved in enhancer and super-enhancer function such as bromodomain proteins and cyclin-dependent kinases. In addition, non-coding RNAs with an important gene regulatory role are being explored. The rapid progress made in understanding the influence of the non-coding part of the genome and of transcription dysregulation in prostate cancer could pave the way for the identification of novel treatment paradigms for the benefit of patients.
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Montagna C, Petris G, Casini A, Maule G, Franceschini GM, Zanella I, Conti L, Arnoldi F, Burrone OR, Zentilin L, Zacchigna S, Giacca M, Cereseto A. VSV-G-Enveloped Vesicles for Traceless Delivery of CRISPR-Cas9. MOLECULAR THERAPY-NUCLEIC ACIDS 2018; 12:453-462. [PMID: 30195783 PMCID: PMC6041463 DOI: 10.1016/j.omtn.2018.05.010] [Citation(s) in RCA: 79] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 04/16/2018] [Accepted: 05/14/2018] [Indexed: 02/07/2023]
Abstract
The method of delivery of CRISPR-Cas9 into target cells is a strong determinant of efficacy and specificity in genome editing. Even though high efficiency of Cas9 delivery is necessary for optimal editing, its long-term and high levels of expression correlate with increased off-target activity. We developed vesicles (VEsiCas) carrying CRISPR-SpCas9 ribonucleoprotein complexes (RNPs) that are efficiently delivered into target cells through the fusogenic glycoprotein of the vesicular stomatitis virus (VSV-G). A crucial step for VEsiCas production is the synthesis of the single guide RNA (sgRNA) mediated by the T7 RNA polymerase in the cytoplasm of producing cells as opposed to canonical U6-driven Pol III nuclear transcription. In VEsiCas, the absence of DNA encoding SpCas9 and sgRNA allows rapid clearance of the nuclease components in target cells, which correlates with reduced genome-wide off-target cleavages. Compared with SpCas9 RNPs electroporation, which is currently the method of choice to obtain transient SpCas9 activity, VEsiCas deliver the nuclease with higher efficiency and lower toxicity. We show that a wide variety of cells can be edited through VEsiCas, including a variety of transformed cells, induced pluripotent stem cells (iPSCs), and cardiomyocytes, in vivo. VEsiCas is a traceless CRISPR-Cas9 delivery tool for efficient and safe genome editing that represents a further advancement toward the therapeutic use of the CRISPR-Cas9 technology.
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Affiliation(s)
- Claudia Montagna
- Laboratory of Molecular Virology, University of Trento, Centre for Integrative Biology, 38123 Trento, Italy
| | - Gianluca Petris
- Laboratory of Molecular Virology, University of Trento, Centre for Integrative Biology, 38123 Trento, Italy.
| | - Antonio Casini
- Laboratory of Molecular Virology, University of Trento, Centre for Integrative Biology, 38123 Trento, Italy
| | - Giulia Maule
- Laboratory of Molecular Virology, University of Trento, Centre for Integrative Biology, 38123 Trento, Italy
| | - Gian Marco Franceschini
- Laboratory of Molecular Virology, University of Trento, Centre for Integrative Biology, 38123 Trento, Italy
| | - Ilaria Zanella
- Laboratory of Molecular Virology, University of Trento, Centre for Integrative Biology, 38123 Trento, Italy
| | - Luciano Conti
- Laboratory of Stem Cell Biology, University of Trento, Centre for Integrative Biology, 38123 Trento, Italy
| | - Francesca Arnoldi
- International Centre for Genetic Engineering and Biotechnology (ICGEB), AREA Science Park, Padriciano 99, 34149 Trieste, Italy; Department of Medicine, Surgery and Health Sciences, University of Trieste, 34149 Trieste, Italy
| | - Oscar R Burrone
- International Centre for Genetic Engineering and Biotechnology (ICGEB), AREA Science Park, Padriciano 99, 34149 Trieste, Italy
| | - Lorena Zentilin
- International Centre for Genetic Engineering and Biotechnology (ICGEB), AREA Science Park, Padriciano 99, 34149 Trieste, Italy
| | - Serena Zacchigna
- International Centre for Genetic Engineering and Biotechnology (ICGEB), AREA Science Park, Padriciano 99, 34149 Trieste, Italy; Department of Medicine, Surgery and Health Sciences, University of Trieste, 34149 Trieste, Italy
| | - Mauro Giacca
- International Centre for Genetic Engineering and Biotechnology (ICGEB), AREA Science Park, Padriciano 99, 34149 Trieste, Italy; Department of Medicine, Surgery and Health Sciences, University of Trieste, 34149 Trieste, Italy
| | - Anna Cereseto
- Laboratory of Molecular Virology, University of Trento, Centre for Integrative Biology, 38123 Trento, Italy.
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Martinez-Gonzalez LJ, Pascual Geler M, Robles Fernandez I, Cozar JM, Lorente JA, Alvarez Cubero MJ. Improving the genetic signature of prostate cancer, the somatic mutations. Urol Oncol 2018; 36:312.e17-312.e23. [DOI: 10.1016/j.urolonc.2018.03.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2017] [Revised: 12/30/2017] [Accepted: 03/12/2018] [Indexed: 12/21/2022]
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Prostate Cancer Genomics: Recent Advances and the Prevailing Underrepresentation from Racial and Ethnic Minorities. Int J Mol Sci 2018; 19:ijms19041255. [PMID: 29690565 PMCID: PMC5979433 DOI: 10.3390/ijms19041255] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Revised: 04/15/2018] [Accepted: 04/15/2018] [Indexed: 02/07/2023] Open
Abstract
Prostate cancer (CaP) is the most commonly diagnosed non-cutaneous cancer and the second leading cause of male cancer deaths in the United States. Among African American (AA) men, CaP is the most prevalent malignancy, with disproportionately higher incidence and mortality rates. Even after discounting the influence of socioeconomic factors, the effect of molecular and genetic factors on racial disparity of CaP is evident. Earlier studies on the molecular basis for CaP disparity have focused on the influence of heritable mutations and single-nucleotide polymorphisms (SNPs). Most CaP susceptibility alleles identified based on genome-wide association studies (GWAS) were common, low-penetrance variants. Germline CaP-associated mutations that are highly penetrant, such as those found in HOXB13 and BRCA2, are usually rare. More recently, genomic studies enabled by Next-Gen Sequencing (NGS) technologies have focused on the identification of somatic mutations that contribute to CaP tumorigenesis. These studies confirmed the high prevalence of ERG gene fusions and PTEN deletions among Caucasian Americans and identified novel somatic alterations in SPOP and FOXA1 genes in early stages of CaP. Individuals with African ancestry and other minorities are often underrepresented in these large-scale genomic studies, which are performed primarily using tumors from men of European ancestry. The insufficient number of specimens from AA men and other minority populations, together with the heterogeneity in the molecular etiology of CaP across populations, challenge the generalizability of findings from these projects. Efforts to close this gap by sequencing larger numbers of tumor specimens from more diverse populations, although still at an early stage, have discovered distinct genomic alterations. These research findings can have a direct impact on the diagnosis of CaP, the stratification of patients for treatment, and can help to address the disparity in incidence and mortality of CaP. This review examines the progress of understanding in CaP genetics and genomics and highlight the need to increase the representation from minority populations.
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Rubin MA, Demichelis F. The Genomics of Prostate Cancer: emerging understanding with technologic advances. Mod Pathol 2018; 31:S1-11. [PMID: 29297493 DOI: 10.1038/modpathol.2017.166] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2017] [Revised: 10/10/2017] [Accepted: 10/10/2017] [Indexed: 01/06/2023]
Abstract
With the advent of next-generation sequencing technologies and large whole-exome and genome studies in prostate and other cancers, our understanding of the landscape of genomic alterations has dramatically been refined. In additional to well-known alterations in genomic regions involving 8p, 8q, 10q23, common ETS translocations and androgen receptor amplifications, newer technology have uncovered recurrent mutations in SPOP, FOXA1, MED12, IDH and complex large scale genomic alterations (eg, chromoplexy). This review surveys the enhanced landscape of genomic alterations in clinically localized and advanced prostate cancer.
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Affiliation(s)
- Mark A Rubin
- Institute for Precision Medicine, Weill Cornell Medical College-New York Presbyterian Hospital, New York, NY, USA.,Sandra and Edward Meyer Cancer Center at Weill Cornell Medical College, New York, NY, USA.,Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY, USA.,Department of Biomedical Research, University of Bern, Bern, Switzerland
| | - Francesca Demichelis
- Institute for Precision Medicine, Weill Cornell Medical College-New York Presbyterian Hospital, New York, NY, USA.,Centre of Integrative Biology, University of Trento, Trento, Italy
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