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Ge Q, Li J, Yang F, Tian X, Zhang M, Hao Z, Liang C, Meng J. Molecular classifications of prostate cancer: basis for individualized risk stratification and precision therapy. Ann Med 2023; 55:2279235. [PMID: 37939258 PMCID: PMC10653710 DOI: 10.1080/07853890.2023.2279235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 10/30/2023] [Indexed: 11/10/2023] Open
Abstract
Tumour classifications play a pivotal role in prostate cancer (PCa) management. It can predict the clinical outcomes of PCa as early as the disease is diagnosed and then guide therapeutic schemes, such as active monitoring, standalone surgical intervention, or surgery supplemented with postoperative adjunctive therapy, thereby circumventing disease exacerbation and excessive treatment. Classifications based on clinicopathological features, such as prostate cancer-specific antigen, Gleason score, and TNM stage, are still the main risk stratification strategies and have played an essential role in standardized clinical decision-making. However, mounting evidence indicates that clinicopathological parameters in isolation fail to adequately capture the heterogeneity exhibited among distinct PCa patients, such as those sharing identical Gleason scores yet experiencing divergent prognoses. As a remedy, molecular classifications have been introduced. Currently, molecular studies have revealed the characteristic genomic alterations, epigenetic modulations, and tumour microenvironment associated with different types of PCa, which provide a chance for urologists to refine the PCa classification. In this context, numerous invaluable molecular classifications have been devised, employing disparate statistical methodologies and algorithmic approaches, encompassing self-organizing map clustering, unsupervised cluster analysis, and multifarious algorithms. Interestingly, the classifier PAM50 was used in a phase-2 multicentre open-label trial, NRG-GU-006, for further validation, which hints at the promise of molecular classification for clinical use. Consequently, this review examines the extant molecular classifications, delineates the prevailing panorama of clinically pertinent molecular signatures, and delves into eight emblematic molecular classifications, dissecting their methodological underpinnings and clinical utility.
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Affiliation(s)
- Qintao Ge
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, P.R. China
- Institute of Urology, Anhui Medical University, Hefei, P.R. China
- Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, P.R. China
| | - Jiawei Li
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, P.R. China
- Institute of Urology, Anhui Medical University, Hefei, P.R. China
- Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, P.R. China
| | - Feixiang Yang
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, P.R. China
- Institute of Urology, Anhui Medical University, Hefei, P.R. China
- Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, P.R. China
| | | | - Meng Zhang
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, P.R. China
- Institute of Urology, Anhui Medical University, Hefei, P.R. China
- Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, P.R. China
| | - Zongyao Hao
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, P.R. China
- Institute of Urology, Anhui Medical University, Hefei, P.R. China
- Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, P.R. China
| | - Chaozhao Liang
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, P.R. China
- Institute of Urology, Anhui Medical University, Hefei, P.R. China
- Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, P.R. China
| | - Jialin Meng
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, P.R. China
- Institute of Urology, Anhui Medical University, Hefei, P.R. China
- Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, P.R. China
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Basílio J, Hochreiter B, Hoesel B, Sheshori E, Mussbacher M, Hanel R, Schmid JA. Antagonistic Functions of Androgen Receptor and NF-κB in Prostate Cancer-Experimental and Computational Analyses. Cancers (Basel) 2022; 14:cancers14246164. [PMID: 36551650 PMCID: PMC9776608 DOI: 10.3390/cancers14246164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 12/06/2022] [Accepted: 12/08/2022] [Indexed: 12/15/2022] Open
Abstract
Prostate cancer is very frequent and is, in many countries, the third-leading cause of cancer related death in men. While early diagnosis and treatment by surgical removal is often curative, metastasizing prostate cancer has a very bad prognosis. Based on the androgen-dependence of prostate epithelial cells, the standard treatment is blockade of the androgen receptor (AR). However, nearly all patients suffer from a tumor relapse as the metastasizing cells become AR-independent. In our study we show a counter-regulatory link between AR and NF-κB both in human cells and in mouse models of prostate cancer, implying that inhibition of AR signaling results in induction of NF-κB-dependent inflammatory pathways, which may even foster the survival of metastasizing cells. This could be shown by reporter gene assays, DNA-binding measurements, and immune-fluorescence microscopy, and furthermore by a whole set of computational methods using a variety of datasets. Interestingly, loss of PTEN, a frequent genetic alteration in prostate cancer, also causes an upregulation of NF-κB and inflammatory activity. Finally, we present a mathematical model of a dynamic network between AR, NF-κB/IκB, PI3K/PTEN, and the oncogene c-Myc, which indicates that AR blockade may upregulate c-Myc together with NF-κB, and that combined anti-AR/anti-NF-κB and anti-PI3K treatment might be beneficial.
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Affiliation(s)
- José Basílio
- Center for Physiology and Pharmacology, Institute of Vascular Biology and Thrombosis Research, Medical University Vienna, Schwarzspanierstraße 17, 1090 Vienna, Austria
- INESC ID—Instituto de Engenharia de Sistemas e Computadores, Investigação e Desenvolvimento em Lisboa, Universidade de Lisboa, Rua Alves Redol 9, 1000-029 Lisboa, Portugal
| | - Bernhard Hochreiter
- Center for Physiology and Pharmacology, Institute of Vascular Biology and Thrombosis Research, Medical University Vienna, Schwarzspanierstraße 17, 1090 Vienna, Austria
| | - Bastian Hoesel
- Center for Physiology and Pharmacology, Institute of Vascular Biology and Thrombosis Research, Medical University Vienna, Schwarzspanierstraße 17, 1090 Vienna, Austria
| | - Emira Sheshori
- Center for Physiology and Pharmacology, Institute of Vascular Biology and Thrombosis Research, Medical University Vienna, Schwarzspanierstraße 17, 1090 Vienna, Austria
| | - Marion Mussbacher
- Center for Physiology and Pharmacology, Institute of Vascular Biology and Thrombosis Research, Medical University Vienna, Schwarzspanierstraße 17, 1090 Vienna, Austria
- Department of Pharmacology and Toxicology, University of Graz, 8010 Graz, Austria
| | - Rudolf Hanel
- Complexity Science Hub Vienna, Josefstaedter Strasse 39, 1080 Vienna, Austria
- Section for Science of Complex Systems, Medical University of Vienna, Spitalgasse 23, 1090 Vienna, Austria
| | - Johannes A. Schmid
- Center for Physiology and Pharmacology, Institute of Vascular Biology and Thrombosis Research, Medical University Vienna, Schwarzspanierstraße 17, 1090 Vienna, Austria
- Correspondence: ; Tel.: +43-1-40160-31155
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Liyanage C, Malik A, Abeysinghe P, Clements J, Batra J. SWATH-MS Based Proteomic Profiling of Prostate Cancer Cells Reveals Adaptive Molecular Mechanisms in Response to Anti-Androgen Therapy. Cancers (Basel) 2021; 13:715. [PMID: 33572476 PMCID: PMC7916382 DOI: 10.3390/cancers13040715] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 01/15/2021] [Accepted: 02/04/2021] [Indexed: 02/06/2023] Open
Abstract
Prostate cancer (PCa) is the second most common cancer affecting men worldwide. PCa shows a broad-spectrum heterogeneity in its biological and clinical behavior. Although androgen targeted therapy (ATT) has been the mainstay therapy for advanced PCa, it inevitably leads to treatment resistance and progression to castration resistant PCa (CRPC). Thus, greater understanding of the molecular basis of treatment resistance and CRPC progression is needed to improve treatments for this lethal phenotype. The current study interrogated both proteomics and transcriptomic alterations stimulated in AR antagonist/anti-androgen (Bicalutamide and Enzalutamide) treated androgen-dependent cell model (LNCaP) in comparison with androgen-independent/castration-resistant cell model (C4-2B). The analysis highlighted the activation of MYC and PSF/SFPQ oncogenic upstream regulators in response to the anti-androgen treatment. Moreover, the study revealed anti-androgen induced genes/proteins related to transcription/translation regulation, energy metabolism, cell communication and signaling cascades promoting tumor growth and proliferation. In addition, these molecules were found dysregulated in PCa clinical proteomic and transcriptomic datasets, suggesting their potential involvement in PCa progression. In conclusion, our study provides key molecular signatures and associated pathways that might contribute to CRPC progression despite treatment with anti-androgens. Such molecular signatures could be potential therapeutic targets to improve the efficacy of existing therapies and/or predictive/prognostic value in CRPC for treatment response.
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Affiliation(s)
- Chamikara Liyanage
- Faculty of Health, Institute of Health and Biomedical Innovation, School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD 4059, Australia; (C.L.); (A.M.); (P.A.); (J.C.)
- Australian Prostate Cancer Research Centre-Queensland (APCRC-Q), Translational Research Institute, Queensland University of Technology, Brisbane, QLD 4012, Australia
| | - Adil Malik
- Faculty of Health, Institute of Health and Biomedical Innovation, School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD 4059, Australia; (C.L.); (A.M.); (P.A.); (J.C.)
- Australian Prostate Cancer Research Centre-Queensland (APCRC-Q), Translational Research Institute, Queensland University of Technology, Brisbane, QLD 4012, Australia
| | - Pevindu Abeysinghe
- Faculty of Health, Institute of Health and Biomedical Innovation, School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD 4059, Australia; (C.L.); (A.M.); (P.A.); (J.C.)
| | - Judith Clements
- Faculty of Health, Institute of Health and Biomedical Innovation, School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD 4059, Australia; (C.L.); (A.M.); (P.A.); (J.C.)
- Australian Prostate Cancer Research Centre-Queensland (APCRC-Q), Translational Research Institute, Queensland University of Technology, Brisbane, QLD 4012, Australia
| | - Jyotsna Batra
- Faculty of Health, Institute of Health and Biomedical Innovation, School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD 4059, Australia; (C.L.); (A.M.); (P.A.); (J.C.)
- Australian Prostate Cancer Research Centre-Queensland (APCRC-Q), Translational Research Institute, Queensland University of Technology, Brisbane, QLD 4012, Australia
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Smith DK, Hasanali SL, Wang J, Kallifatidis G, Morera DS, Jordan AR, Terris MK, Klaassen Z, Bollag R, Lokeshwar VB, Lokeshwar BL. Promotion of epithelial hyperplasia by interleukin-8-CXCR axis in human prostate. Prostate 2020; 80:938-949. [PMID: 32542667 PMCID: PMC8327464 DOI: 10.1002/pros.24026] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 05/05/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND The clinical manifestation of benign prostatic hyperplasia (BPH) is causally linked to the inflammatory microenvironment and proliferation of epithelial and stromal cells in the prostate transitional zone. The CXC-chemokine interleukin-8 (IL-8) contributes to inflammation. We evaluated the expression of inflammatory cytokines in clinical specimens, primary cultures, and prostatic lineage cell lines. We investigated whether IL-8 via its receptor system (IL-8 axis) promotes BPH. METHODS The messenger RNA and protein expression of chemokines, including components of the IL-8 axis, were measured in normal prostate (NP; n = 7) and BPH (n = 21), urine (n = 24) specimens, primary cultures, prostatic lineage epithelial cell lines (NHPrE1, BHPrE1, BPH-1), and normal prostate cells (RWPE-1). The functional role of the IL-8 axis in prostate epithelial cell growth was evaluated by CRISPR/Cas9 gene editing. The effect of a combination with two natural compounds, oleanolic acid (OA) and ursolic acid (UA), was evaluated on the expression of the IL-8 axis and epithelial cell growth. RESULTS Among the 19 inflammatory chemokines and chemokine receptors we analyzed, levels of IL-8 and its receptors (CXCR1, CXCR2), as well as, of CXCR7, a receptor for CXCL12, were 5- to 25-fold elevated in BPH tissues when compared to NP tissues (P ≤ .001). Urinary IL-8 levels were threefold to sixfold elevated in BPH patients, but not in asymptomatic males and females with lower urinary tract symptoms (P ≤ .004). The expression of the IL-8 axis components was confined to the prostate luminal epithelial cells in both normal and BPH tissues. However, these components were elevated in BPH-1 and primary explant cultures as compared to RWPE-1, NHPrE1, and BHPrE1 cells. Knockout of CXCR7 reduced IL-8, and CXCR1 expression by 4- to 10-fold and caused greater than or equal to 50% growth inhibition in BPH-1 cells. Low-dose OA + UA combination synergistically inhibited the growth of BPH-1 and BPH primary cultures. In the combination, the drug reduction indices for UA and OA were 16.4 and 7852, respectively, demonstrating that the combination was effective in inhibiting BPH-1 growth at significantly reduced doses of UA or OA alone. CONCLUSION The IL-8 axis is a promotor of BPH pathogenesis. Low-dose OA + UA combination inhibits BPH cell growth by inducing autophagy and reducing IL-8 axis expression in BPH-epithelial cells.
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Affiliation(s)
- Diandra K. Smith
- Department of Medicine, Georgia Cancer Center, Medical College of Georgia, Augusta, Georgia
| | - Sarrah L. Hasanali
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, Augusta, Georgia
| | - Jiaojiao Wang
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, Augusta, Georgia
| | - Georgios Kallifatidis
- Department of Medicine, Georgia Cancer Center, Medical College of Georgia, Augusta, Georgia
- Department of Biological Sciences, College of Science and Mathematics, Augusta University, Augusta, Georgia
- Research Service, Charlie Norwood Veterans Administration Medical Center, Augusta, Georgia
| | - Daley S. Morera
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, Augusta, Georgia
| | - Andre R. Jordan
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, Augusta, Georgia
| | - Martha K. Terris
- Research Service, Charlie Norwood Veterans Administration Medical Center, Augusta, Georgia
- Division of Urology, Department of Surgery, Medical College of Georgia, Augusta University, Augusta, Georgia
| | - Zachary Klaassen
- Division of Urology, Department of Surgery, Medical College of Georgia, Augusta University, Augusta, Georgia
| | - Roni Bollag
- Department of Pathology, Bio-Repository Alliance of Georgia for Oncology (BRAG-Onc), Georgia Cancer Center, Augusta University, Augusta, Georgia
| | - Vinata B. Lokeshwar
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, Augusta, Georgia
- Division of Urology, Department of Surgery, Medical College of Georgia, Augusta University, Augusta, Georgia
| | - Bal L. Lokeshwar
- Department of Medicine, Georgia Cancer Center, Medical College of Georgia, Augusta, Georgia
- Research Service, Charlie Norwood Veterans Administration Medical Center, Augusta, Georgia
- Division of Urology, Department of Surgery, Medical College of Georgia, Augusta University, Augusta, Georgia
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Al Mahmud MR, Ishii K, Bernal-Lozano C, Delgado-Sainz I, Toi M, Akamatsu S, Fukumoto M, Watanabe M, Takeda S, Cortés-Ledesma F, Sasanuma H. TDP2 suppresses genomic instability induced by androgens in the epithelial cells of prostate glands. Genes Cells 2020; 25:450-465. [PMID: 32277721 PMCID: PMC7497232 DOI: 10.1111/gtc.12770] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 03/30/2020] [Accepted: 03/30/2020] [Indexed: 01/08/2023]
Abstract
Androgens stimulate the proliferation of epithelial cells in the prostate by activating topoisomerase 2 (TOP2) and regulating the transcription of target genes. TOP2 resolves the entanglement of genomic DNA by transiently generating double‐strand breaks (DSBs), where TOP2 homodimers covalently bind to 5′ DSB ends, called TOP2‐DNA cleavage complexes (TOP2ccs). When TOP2 fails to rejoin TOP2ccs generating stalled TOP2ccs, tyrosyl DNA phosphodiesterase‐2 (TDP2) removes 5′ TOP2 adducts from stalled TOP2ccs prior to the ligation of the DSBs by nonhomologous end joining (NHEJ), the dominant DSB repair pathway in G0/G1 phases. We previously showed that estrogens frequently generate stalled TOP2ccs in G0/G1 phases. Here, we show that physiological concentrations of androgens induce several DSBs in individual human prostate cancer cells during G1 phase, and loss of TDP2 causes a five times higher number of androgen‐induced chromosome breaks in mitotic chromosome spreads. Intraperitoneally injected androgens induce several DSBs in individual epithelial cells of the prostate in TDP2‐deficient mice, even at 20 hr postinjection. In conclusion, physiological concentrations of androgens have very strong genotoxicity, most likely by generating stalled TOP2ccs.
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Affiliation(s)
- Md Rasel Al Mahmud
- Department of Radiation Genetics, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Kenichiro Ishii
- Department of Oncologic Pathology, Mie University Graduate School of Medicine, Tsu, Japan
| | - Cristina Bernal-Lozano
- Centro Andaluz de Biología Molecular y Medicina Regenerativa (CABIMER), CSIC-Universidad de Sevilla Universidad Pablo de Olavide, Sevilla, Spain
| | - Irene Delgado-Sainz
- Centro Andaluz de Biología Molecular y Medicina Regenerativa (CABIMER), CSIC-Universidad de Sevilla Universidad Pablo de Olavide, Sevilla, Spain
| | - Masakazu Toi
- Department of Breast Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Shusuke Akamatsu
- Department of Urology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Manabu Fukumoto
- RIKEN Center for Advanced Intelligence Project, Tokyo, Japan
| | - Masatoshi Watanabe
- Department of Oncologic Pathology, Mie University Graduate School of Medicine, Tsu, Japan
| | - Shunichi Takeda
- Department of Radiation Genetics, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Felipe Cortés-Ledesma
- Centro Andaluz de Biología Molecular y Medicina Regenerativa (CABIMER), CSIC-Universidad de Sevilla Universidad Pablo de Olavide, Sevilla, Spain.,Topology and DNA Breaks Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Hiroyuki Sasanuma
- Department of Radiation Genetics, Graduate School of Medicine, Kyoto University, Kyoto, Japan
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Li J, Zhang B, Liu M, Fu X, Ci X, A J, Fu C, Dong G, Wu R, Zhang Z, Fu L, Dong JT. KLF5 Is Crucial for Androgen-AR Signaling to Transactivate Genes and Promote Cell Proliferation in Prostate Cancer Cells. Cancers (Basel) 2020; 12:cancers12030748. [PMID: 32245249 PMCID: PMC7140031 DOI: 10.3390/cancers12030748] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Revised: 03/15/2020] [Accepted: 03/17/2020] [Indexed: 01/08/2023] Open
Abstract
Androgen/androgen receptor (AR) signaling drives both the normal prostate development and prostatic carcinogenesis, and patients with advanced prostate cancer often develop resistance to androgen deprivation therapy. The transcription factor Krüppel-like factor 5 (KLF5) also regulates both normal and cancerous development of the prostate. In this study, we tested whether and how KLF5 plays a role in the function of AR signaling in prostate cancer cells. We found that KLF5 is upregulated by androgen depending on AR in LNCaP and C4-2B cells. Silencing KLF5, in turn, reduced AR transcriptional activity and inhibited androgen-induced cell proliferation and tumor growth in vitro and in vivo. Mechanistically, KLF5 occupied the promoter of AR, and silencing KLF5 repressed AR transcription. In addition, KLF5 and AR physically interacted with each other to regulate the expression of multiple genes (e.g., MYC, CCND1 and PSA) to promote cell proliferation. These findings indicate that, while transcriptionally upregulated by AR signaling, KLF5 also regulates the expression and transcriptional activity of AR in androgen-sensitive prostate cancer cells. The KLF5-AR interaction could provide a therapeutic opportunity for the treatment of prostate cancer.
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Affiliation(s)
- Juan Li
- Department of Genetics and Cell Biology, College of Life Sciences, Nankai University, 94 Weijin Road, Tianjin 300071, China (L.F.)
- School of Medicine, Southern University of Science and Technology, 1088 Xueyuan Road, Shenzhen, Guangdong 518055, China;
| | - Baotong Zhang
- Emory Winship Cancer Institute, Department of Hematology and Medical Oncology, Emory University School of Medicine, 1365-C Clifton Road, Atlanta, GA 30322, USA
| | - Mingcheng Liu
- Department of Genetics and Cell Biology, College of Life Sciences, Nankai University, 94 Weijin Road, Tianjin 300071, China (L.F.)
- School of Medicine, Southern University of Science and Technology, 1088 Xueyuan Road, Shenzhen, Guangdong 518055, China;
| | - Xing Fu
- Department of Genetics and Cell Biology, College of Life Sciences, Nankai University, 94 Weijin Road, Tianjin 300071, China (L.F.)
- School of Medicine, Southern University of Science and Technology, 1088 Xueyuan Road, Shenzhen, Guangdong 518055, China;
| | - Xinpei Ci
- Vancouver Prostate Centre, Department of Urologic Sciences, University of British Columbia, Vancouver, BC V6H 3Z6, Canada
| | - Jun A
- Department of Genetics and Cell Biology, College of Life Sciences, Nankai University, 94 Weijin Road, Tianjin 300071, China (L.F.)
- School of Medicine, Southern University of Science and Technology, 1088 Xueyuan Road, Shenzhen, Guangdong 518055, China;
| | - Changying Fu
- Department of Genetics and Cell Biology, College of Life Sciences, Nankai University, 94 Weijin Road, Tianjin 300071, China (L.F.)
- School of Medicine, Southern University of Science and Technology, 1088 Xueyuan Road, Shenzhen, Guangdong 518055, China;
| | - Ge Dong
- Department of Genetics and Cell Biology, College of Life Sciences, Nankai University, 94 Weijin Road, Tianjin 300071, China (L.F.)
| | - Rui Wu
- Department of Genetics and Cell Biology, College of Life Sciences, Nankai University, 94 Weijin Road, Tianjin 300071, China (L.F.)
- School of Medicine, Southern University of Science and Technology, 1088 Xueyuan Road, Shenzhen, Guangdong 518055, China;
| | - Zhiqian Zhang
- School of Medicine, Southern University of Science and Technology, 1088 Xueyuan Road, Shenzhen, Guangdong 518055, China;
| | - Liya Fu
- Department of Genetics and Cell Biology, College of Life Sciences, Nankai University, 94 Weijin Road, Tianjin 300071, China (L.F.)
| | - Jin-Tang Dong
- School of Medicine, Southern University of Science and Technology, 1088 Xueyuan Road, Shenzhen, Guangdong 518055, China;
- Emory Winship Cancer Institute, Department of Hematology and Medical Oncology, Emory University School of Medicine, 1365-C Clifton Road, Atlanta, GA 30322, USA
- Correspondence:
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Thysell E, Vidman L, Ylitalo EB, Jernberg E, Crnalic S, Iglesias-Gato D, Flores-Morales A, Stattin P, Egevad L, Widmark A, Rydén P, Bergh A, Wikström P. Gene expression profiles define molecular subtypes of prostate cancer bone metastases with different outcomes and morphology traceable back to the primary tumor. Mol Oncol 2019; 13:1763-1777. [PMID: 31162796 PMCID: PMC6670017 DOI: 10.1002/1878-0261.12526] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Revised: 04/25/2019] [Accepted: 06/23/2019] [Indexed: 12/13/2022] Open
Abstract
Bone metastasis is the lethal end-stage of prostate cancer (PC), but the biology of bone metastases is poorly understood. The overall aim of this study was therefore to explore molecular variability in PC bone metastases of potential importance for therapy. Specifically, genome-wide expression profiles of bone metastases from untreated patients (n = 12) and patients treated with androgen-deprivation therapy (ADT, n = 60) were analyzed in relation to patient outcome and to morphological characteristics in metastases and paired primary tumors. Principal component analysis and unsupervised classification were used to identify sample clusters based on mRNA profiles. Clusters were characterized by gene set enrichment analysis and related to histological and clinical parameters using univariate and multivariate statistics. Selected proteins were analyzed by immunohistochemistry in metastases and matched primary tumors (n = 52) and in transurethral resected prostate (TUR-P) tissue of a separate cohort (n = 59). Three molecular subtypes of bone metastases (MetA-C) characterized by differences in gene expression pattern, morphology, and clinical behavior were identified. MetA (71% of the cases) showed increased expression of androgen receptor-regulated genes, including prostate-specific antigen (PSA), and glandular structures indicating a luminal cell phenotype. MetB (17%) showed expression profiles related to cell cycle activity and DNA damage, and a pronounced cellular atypia. MetC (12%) exhibited enriched stroma-epithelial cell interactions. MetB patients had the lowest serum PSA levels and the poorest prognosis after ADT. Combined analysis of PSA and Ki67 immunoreactivity (proliferation) in bone metastases, paired primary tumors, and TUR-P samples was able to differentiate MetA-like (high PSA, low Ki67) from MetB-like (low PSA, high Ki67) tumors and demonstrate their different prognosis. In conclusion, bone metastases from PC patients are separated based on gene expression profiles into molecular subtypes with different morphology, biology, and clinical outcome. These findings deserve further exploration with the purpose of improving treatment of metastatic PC.
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Affiliation(s)
- Elin Thysell
- Department of Medical Biosciences, Pathology, Umeå University, Sweden
| | - Linda Vidman
- Department of Mathematics and Mathematical Statistics, Umeå University, Sweden
| | | | - Emma Jernberg
- Department of Medical Biosciences, Pathology, Umeå University, Sweden
| | - Sead Crnalic
- Department of Surgical and Perioperative Sciences, Orthopaedics, Umeå University, Sweden
| | - Diego Iglesias-Gato
- Department of Drug Design and Pharmacology, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark
| | - Amilcar Flores-Morales
- Department of Drug Design and Pharmacology, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark
| | - Pär Stattin
- Department of Surgical Sciences, Uppsala University, Sweden
| | - Lars Egevad
- Department of Pathology and Cytology, Karolinska University Hospital, Stockholm, Sweden
| | - Anders Widmark
- Department of Radiation Sciences, Oncology, Umeå University, Sweden
| | - Patrik Rydén
- Department of Mathematics and Mathematical Statistics, Umeå University, Sweden
| | - Anders Bergh
- Department of Medical Biosciences, Pathology, Umeå University, Sweden
| | - Pernilla Wikström
- Department of Medical Biosciences, Pathology, Umeå University, Sweden
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8
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Hammarsten P, Josefsson A, Thysell E, Lundholm M, Hägglöf C, Iglesias-Gato D, Flores-Morales A, Stattin P, Egevad L, Granfors T, Wikström P, Bergh A. Immunoreactivity for prostate specific antigen and Ki67 differentiates subgroups of prostate cancer related to outcome. Mod Pathol 2019; 32:1310-1319. [PMID: 30980038 PMCID: PMC6760646 DOI: 10.1038/s41379-019-0260-6] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Revised: 02/23/2019] [Accepted: 02/23/2019] [Indexed: 02/06/2023]
Abstract
Based on gene-expression profiles, prostate tumors can be subdivided into subtypes with different aggressiveness and response to treatment. We investigated if similar clinically relevant subgroups can be identified simply by the combination of two immunohistochemistry markers: one for tumor cell differentiation (prostate specific antigen, PSA) and one for proliferation (Ki67). This was analyzed in men with prostate cancer diagnosed at transurethral resection of the prostate 1975-1991 (n = 331) where the majority was managed by watchful waiting. Ki67 and PSA immunoreactivity was related to outcome and to tumor characteristics previously associated with prognosis. Increased Ki67 and decreased PSA were associated with poor outcome, and they provided independent prognostic information from Gleason score. A combinatory score for PSA and Ki67 immunoreactivity was produced using the median PSA and Ki67 levels as cut-off (for Ki67 the upper quartile was also evaluated) for differentiation into subgroups. Patients with PSA low/Ki67 high tumors showed higher Gleason score, more advanced tumor stage, and higher risk of prostate cancer death compared to other patients. Their tumor epithelial cells were often ERG positive and expressed higher levels of ErbB2, phosphorylated epidermal growth factor receptor (pEGF-R) and protein kinase B (pAkt), and their tumor stroma showed a reactive response with type 2 macrophage infiltration, high density of blood vessels and hyaluronic acid, and with reduced levels of caveolin-1, androgen receptors, and mast cells. In contrast, men with PSA high/Ki67 low tumors were characterized by low Gleason score, and the most favorable outcome amongst PSA/Ki67-defined subgroups. Men with PSA low/Ki67 low tumors showed clinical and tumor characteristics intermediate of the two groups above. A combinatory PSA/Ki67 immunoreactivity score identifies subgroups of prostate cancers with different epithelial and stroma phenotypes and highly different outcome but the clinical usefulness of this approach needs to be validated in other cohorts.
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Affiliation(s)
- Peter Hammarsten
- 0000 0001 1034 3451grid.12650.30Departments of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Andreas Josefsson
- 0000 0000 9919 9582grid.8761.8Department of Urology, Institute of Clinical Sciences at Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Elin Thysell
- 0000 0001 1034 3451grid.12650.30Departments of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Marie Lundholm
- 0000 0001 1034 3451grid.12650.30Departments of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Christina Hägglöf
- 0000 0001 1034 3451grid.12650.30Departments of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Diego Iglesias-Gato
- 0000 0001 0674 042Xgrid.5254.6Department of Drug Design and Pharmacology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Amilcar Flores-Morales
- 0000 0001 0674 042Xgrid.5254.6Department of Drug Design and Pharmacology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Pär Stattin
- 0000 0004 1936 9457grid.8993.bDepartment of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Lars Egevad
- 0000 0000 9241 5705grid.24381.3cDepartment of Pathology and Cytology, Karolinska University Hospital, Stockholm, Sweden
| | - Torvald Granfors
- 0000 0004 0584 1036grid.413653.6Department of Urology, Central Hospital, Västerås, Sweden
| | - Pernilla Wikström
- 0000 0001 1034 3451grid.12650.30Departments of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Anders Bergh
- Departments of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden.
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Zhang Y, Wang Y, Huang C, Wang Y, Qi H, Han Y, Yuan Z, Weng Q, Zhang H. Seasonal expression of 5α-reductases and androgen receptor in the prostate gland of the wild ground squirrel (Spermophilus dauricus). Comp Biochem Physiol A Mol Integr Physiol 2018; 226:11-16. [DOI: 10.1016/j.cbpa.2018.06.023] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2018] [Revised: 06/21/2018] [Accepted: 06/25/2018] [Indexed: 12/15/2022]
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10
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Nowak J, Pawłowski B, Borkowska B, Augustyniak D, Drulis-Kawa Z. No evidence for the immunocompetence handicap hypothesis in male humans. Sci Rep 2018; 8:7392. [PMID: 29743556 PMCID: PMC5943526 DOI: 10.1038/s41598-018-25694-0] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Accepted: 04/26/2018] [Indexed: 12/11/2022] Open
Abstract
The observations that testosterone might be immunosuppressive, form the basis for the immunocompetence handicap hypothesis (ICHH). According to ICHH only high-quality individuals can maintain high levels of testosterone and afford the physiological cost of hormone-derived immunosuppression. The animal and human studies that attempted to support the ICHH by precisely defined impairment of immunity associated with high testosterone levels are inconclusive. Furthermore, human studies have used only selected immune functions and varying testosterone fractions. This is the first study examining the relationship between multiple innate and adaptive immunity and serum levels of free testosterone, total testosterone, DHT and DHEA in ninety-seven healthy men. Free testosterone and marginally DHT levels were positively correlated with the strength of the influenza post-vaccination response. Total testosterone and DHEA showed no immunomodulatory properties. Our findings did not support ICHH assumptions about immunosuppressive function of androgens. In the affluent society studied here, men with higher levels of free testosterone could afford to invest more in adaptive immunity. Since the hormone-immune relationship is complex and may depend on multiple factors, including access to food resources, androgens should be treated as immunomodulators rather than implicit immunosuppressants.
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Affiliation(s)
- Judyta Nowak
- Department of Human Biology, University of Wroclaw, Kuźnicza 35, 50-138, Wrocław, Poland.
| | - Bogusław Pawłowski
- Department of Human Biology, University of Wroclaw, Kuźnicza 35, 50-138, Wrocław, Poland
| | - Barbara Borkowska
- Department of Human Biology, University of Wroclaw, Kuźnicza 35, 50-138, Wrocław, Poland
| | - Daria Augustyniak
- Institute of Genetics and Microbiology, University of Wroclaw, Przybyszewskiego 63/77, 51-148, Wrocław, Poland
| | - Zuzanna Drulis-Kawa
- Institute of Genetics and Microbiology, University of Wroclaw, Przybyszewskiego 63/77, 51-148, Wrocław, Poland
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