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Ma T, Wang J. GraphPath: a graph attention model for molecular stratification with interpretability based on the pathway-pathway interaction network. Bioinformatics 2024; 40:btae165. [PMID: 38530778 PMCID: PMC11007237 DOI: 10.1093/bioinformatics/btae165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 02/22/2024] [Accepted: 03/22/2024] [Indexed: 03/28/2024] Open
Abstract
MOTIVATION Studying the molecular heterogeneity of cancer is essential for achieving personalized therapy. At the same time, understanding the biological processes that drive cancer development can lead to the identification of valuable therapeutic targets. Therefore, achieving accurate and interpretable clinical predictions requires paramount attention to thoroughly characterizing patients at both the molecular and biological pathway levels. RESULTS Here, we present GraphPath, a biological knowledge-driven graph neural network with multi-head self-attention mechanism that implements the pathway-pathway interaction network. We train GraphPath to classify the cancer status of patients with prostate cancer based on their multi-omics profiling. Experiment results show that our method outperforms P-NET and other baseline methods. Besides, two external cohorts are used to validate that the model can be generalized to unseen samples with adequate predictive performance. We reduce the dimensionality of latent pathway embeddings and visualize corresponding classes to further demonstrate the optimal performance of the model. Additionally, since GraphPath's predictions are interpretable, we identify target cancer-associated pathways that significantly contribute to the model's predictions. Such a robust and interpretable model has the potential to greatly enhance our understanding of cancer's biological mechanisms and accelerate the development of targeted therapies. AVAILABILITY AND IMPLEMENTATION https://github.com/amazingma/GraphPath.
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Affiliation(s)
- Teng Ma
- Hunan Provincial Key Lab on Bioinformatics, School of Computer Science and Engineering, Central South University, Changsha 41083, Hunan, China
| | - Jianxin Wang
- Hunan Provincial Key Lab on Bioinformatics, School of Computer Science and Engineering, Central South University, Changsha 41083, Hunan, China
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2
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Rezaei S, Jafari Najaf Abadi MH, Bazyari MJ, Jalili A, Kazemi Oskuee R, Aghaee-Bakhtiari SH. Dysregulated microRNAs in prostate cancer: In silico prediction and in vitro validation. IRANIAN JOURNAL OF BASIC MEDICAL SCIENCES 2024; 27:611-620. [PMID: 38629091 PMCID: PMC11017842 DOI: 10.22038/ijbms.2024.75164.16299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 12/04/2023] [Indexed: 04/19/2024]
Abstract
Objectives MicroRNAs, which are micro-coordinators of gene expression, have been recently investigated as a potential treatment for cancer. The study used computational techniques to identify microRNAs that could target a set of genes simultaneously. Due to their multi-target-directed nature, microRNAs have the potential to impact multiple key pathways and their pathogenic cross-talk. Materials and Methods We identified microRNAs that target a prostate cancer-associated gene set using integrated bioinformatics analyses and experimental validation. The candidate gene set included genes targeted by clinically approved prostate cancer medications. We used STRING, GO, and KEGG web tools to confirm gene-gene interactions and their clinical significance. Then, we employed integrated predicted and validated bioinformatics approaches to retrieve hsa-miR-124-3p, 16-5p, and 27a-3p as the top three relevant microRNAs. KEGG and DIANA-miRPath showed the related pathways for the candidate genes and microRNAs. Results The Real-time PCR results showed that miR-16-5p simultaneously down-regulated all genes significantly except for PIK3CA/CB in LNCaP; miR-27a-3p simultaneously down-regulated all genes significantly, excluding MET in LNCaP and PIK3CA in PC-3; and miR-124-3p could not down-regulate significantly PIK3CB, MET, and FGFR4 in LNCaP and FGFR4 in PC-3. Finally, we used a cell cycle assay to show significant G0/G1 arrest by transfecting miR-124-3p in LNCaP and miR-16-5p in both cell lines. Conclusion Our findings suggest that this novel approach may have therapeutic benefits and these predicted microRNAs could effectively target the candidate genes.
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Affiliation(s)
- Samaneh Rezaei
- Department of Medical Biotechnology and Nanotechnology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | | | - Mohammad Javad Bazyari
- Department of Medical Biotechnology and Nanotechnology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Amin Jalili
- Department of Medical Biotechnology and Nanotechnology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Reza Kazemi Oskuee
- Department of Medical Biotechnology and Nanotechnology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Seyed Hamid Aghaee-Bakhtiari
- Department of Medical Biotechnology and Nanotechnology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
- Bioinformatics Research Center, Mashhad University of Medical Science, Mashhad, Iran
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3
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Shah MA, Abuzar SM, Ilyas K, Qadees I, Bilal M, Yousaf R, Kassim RMT, Rasul A, Saleem U, Alves MS, Khan H, Blundell R, Jeandet P. Ginsenosides in cancer: Targeting cell cycle arrest and apoptosis. Chem Biol Interact 2023; 382:110634. [PMID: 37451663 DOI: 10.1016/j.cbi.2023.110634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 07/04/2023] [Accepted: 07/12/2023] [Indexed: 07/18/2023]
Abstract
Despite the existence of extensive clinical research and novel therapeutic treatments, cancer remains undefeated and the significant cause of death worldwide. Cancer is a disease in which growth of cells goes out of control, being also able to invade other parts of the body. Cellular division is strictly controlled by multiple checkpoints like G1/S and G2/M which, when dysregulated, lead to uncontrollable cell division. The current remedies which are being utilized to combat cancer are monoclonal antibodies, chemotherapy, cryoablation, and bone marrow transplant etc. and these have also been greatly disheartening because of their serious adverse effects like hypotension, neuropathy, necrosis, leukemia relapse and many more. Bioactive compounds derived from natural products have marked the history of the development of novel drug therapies against cancer among which ginsenosides have no peer as they target several signaling pathways, which when abnormally regulated, lead to cancer. Substantial research has reported that ginsenosides like Rb1, Rb2, Rb3, Rc, Rd, Rg3, Rh2 etc. can prevent and treat cancer by targeting different pathways and molecules by induction of autophagy, neutralizing ROS, induction of cancerous cell death by controlling the p53 pathway, modulation of miRNAs by decreasing Smad2 expression, regulating Bcl-2 expression by normalizing the NF-Kb pathway, inhibition of inflammatory pathways by decreasing the production of cytokines like IL-8, causing cell cycle arrest by restricting cyclin E1 and CDC2, and induction of apoptosis during malignancy by decreasing β-catenin levels etc. In this review, we have analyzed the anti-cancer therapeutic potential of various ginsenoside compounds in order to consider their possible use in new strategies in the fight against cancer.
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Affiliation(s)
| | - Syed Muhammad Abuzar
- Faculty of Pharmaceutical Sciences, Government College University, Faisalabad, Pakistan
| | - Kainat Ilyas
- Faculty of Pharmaceutical Sciences, Government College University, Faisalabad, Pakistan
| | - Irtaza Qadees
- Faculty of Pharmaceutical Sciences, Government College University, Faisalabad, Pakistan
| | - Momna Bilal
- Faculty of Pharmaceutical Sciences, Government College University, Faisalabad, Pakistan
| | - Rimsha Yousaf
- Faculty of Pharmaceutical Sciences, Government College University, Faisalabad, Pakistan
| | | | - Azhar Rasul
- Department of Zoology, Government College University, Faisalabad, Pakistan
| | - Uzma Saleem
- Department of Pharmacology, Faculty of Pharmaceutical Sciences, Government College University, Faisalabad, Pakistan
| | - Maria Silvana Alves
- Laboratory of Cellular and Molecular Bioactivity, Department of Pharmaceutical Sciences, Faculty of Pharmacy, Federal University of Juiz de Fora, Minas Gerais, Brazil
| | - Haroon Khan
- Department of Pharmacy, Abdul Wali Khan University, Mardan, Pakistan
| | - Renald Blundell
- Department of Physiology and Biochemistry, Faculty of Medicine, University of Malta, Msida, MSD2080, Malta; Centre for Molecular Medicine and Biobanking, University of Malta, MSD2080 Imsida, Malta
| | - Philippe Jeandet
- University of Reims, Research Unit Induced Resistance and Plant Bioprotection USC INRAe 1488 Department of Biology and Biochemistry, Faculty of Sciences, 51100, Reims, France.
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4
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Xiang C, Li Y, Wang W, Tao H, Liang N, Wu S, Yu T, Cui X, Xie Y, Zuo H, Lin C, Xu F. Joint analysis of WES and RNA-Seq identify signature genes related to metastasis in prostate cancer. J Cell Mol Med 2023. [PMID: 37378426 DOI: 10.1111/jcmm.17781] [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: 02/15/2023] [Revised: 05/01/2023] [Accepted: 05/08/2023] [Indexed: 06/29/2023] Open
Abstract
Prostate cancer (PCa) has a certain degree of heritability, and metastasis occurs as cancer progresses. However, its underlying mechanism remains largely unknown. We sequenced four cases of cancer without metastasis, four metastatic cancer, and four benign hyperplasia tissues as controls. A total of 1839 damaging mutations were identified. Pathway analysis, gene clustering, and weighted gene co-expression network analysis were employed to find characteristics associated with metastasis. Chr19 had the most mutation density and 1p36 had the highest mutation frequency across the genome. These mutations occurred in 1630 genes, including the most frequently mutated genes TTN and PLEC, and dozens of metastasis-related genes, such as FOXA1, NCOA1, CD34, and BRCA2. Ras signalling and arachidonic acid metabolism were uniquely enriched in metastatic cancer. Gene programmes 10 and 11 showed the signatures indicating the occurrence of metastasis better. A module (135 genes) was specifically associated with metastasis. Of them, 67.41% reoccurred in program 10, with 26 genes further retained as the signature genes related to PCa metastasis, including AGR3, RAPH1, SOX14, DPEP1, and UBL4A. Our study provides new molecular perspectives on PCa metastasis. The signature genes and pathways could be served as potential therapeutic targets for metastasis or cancer progression.
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Affiliation(s)
- Chongjun Xiang
- The 2nd Medical College of Binzhou Medical University, Yantai, China
- Department of Urology, the Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China
| | - Yue Li
- The 2nd Medical College of Binzhou Medical University, Yantai, China
- Department of Urology, the Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China
| | - Wenting Wang
- Department of Central Laboratory, the Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China
| | - Huiying Tao
- The 2nd Medical College of Binzhou Medical University, Yantai, China
- Department of Urology, the Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China
| | - Ning Liang
- Department of Urology, the Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China
- School of Clinical Medicine, Weifang Medical University, Weifang, China
| | - Shuang Wu
- Department of Urology, the Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China
| | - Tianxi Yu
- Department of Urology, the Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China
- School of Clinical Medicine, Weifang Medical University, Weifang, China
| | - Xin Cui
- Department of Urology, the Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China
- School of Clinical Medicine, Weifang Medical University, Weifang, China
| | - Yaqi Xie
- The 2nd Medical College of Binzhou Medical University, Yantai, China
- Department of Urology, the Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China
| | - Hongwei Zuo
- The 2nd Medical College of Binzhou Medical University, Yantai, China
- Department of Urology, the Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China
| | - Chunhua Lin
- Department of Urology, the Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China
| | - Fuyi Xu
- Shandong Technology Innovation Center of Molecular Targeting and Intelligent Diagnosis and Treatment, School of Pharmacy, Binzhou Medical University, Yantai, China
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Pimenta R, Mioshi CM, Gonçalves GL, Candido P, Camargo JA, Guimarães VR, Chiovatto C, Ghazarian V, Romão P, da Silva KS, Dos Santos GA, Silva IA, Srougi M, Nahas WC, Leite KR, Viana NI, Reis ST. Intratumoral Restoration of miR-137 Plus Cholesterol Favors Homeostasis of the miR-137/Coactivator p160/AR Axis and Negatively Modulates Tumor Progression in Advanced Prostate Cancer. Int J Mol Sci 2023; 24:ijms24119633. [PMID: 37298588 DOI: 10.3390/ijms24119633] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 05/18/2023] [Accepted: 05/21/2023] [Indexed: 06/12/2023] Open
Abstract
MicroRNAs (miRNAs) have gained a prominent role as biomarkers in prostate cancer (PCa). Our study aimed to evaluate the potential suppressive effect of miR-137 in a model of advanced PCa with and without diet-induced hypercholesterolemia. In vitro, PC-3 cells were treated with 50 pmol of mimic miR-137 for 24 h, and gene and protein expression levels of SRC-1, SRC-2, SRC-3, and AR were evaluated by qPCR and immunofluorescence. We also assessed migration rate, invasion, colony-forming ability, and flow cytometry assays (apoptosis and cell cycle) after 24 h of miRNA treatment. For in vivo experiments, 16 male NOD/SCID mice were used to evaluate the effect of restoring miR-137 expression together with cholesterol. The animals were fed a standard (SD) or hypercholesterolemic (HCOL) diet for 21 days. After this, we xenografted PC-3 LUC-MC6 cells into their subcutaneous tissue. Tumor volume and bioluminescence intensity were measured weekly. After the tumors reached 50 mm3, we started intratumor treatments with a miR-137 mimic, at a dose of 6 μg weekly for four weeks. Ultimately, the animals were killed, and the xenografts were resected and analyzed for gene and protein expression. The animals' serum was collected to evaluate the lipid profile. The in vitro results showed that miR-137 could inhibit the transcription and translation of the p160 family, SRC-1, SRC-2, and SRC-3, and indirectly reduce the expression of AR. After these analyses, it was determined that increased miR-137 inhibits cell migration and invasion and impacts reduced proliferation and increased apoptosis rates. The in vivo results demonstrated that tumor growth was arrested after the intratumoral restoration of miR-137, and proliferation levels were reduced in the SD and HCOL groups. Interestingly, the tumor growth retention response was more significant in the HCOL group. We conclude that miR-137 is a potential therapeutic miRNA that, in association with androgen precursors, can restore and reinstate the AR-mediated axis of transcription and transactivation of androgenic pathway homeostasis. Further studies involving the miR-137/coregulator/AR/cholesterol axis should be conducted to evaluate this miR in a clinical context.
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Affiliation(s)
- Ruan Pimenta
- Laboratório de Investigação Médica 55 (LIM55), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo 01246903, SP, Brazil
- D'Or Institute for Research and Education (ID'Or), São Paulo 04501000, SP, Brazil
| | - Carolina Mie Mioshi
- Laboratório de Investigação Médica 55 (LIM55), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo 01246903, SP, Brazil
- Campus Santo André, Universidade Federal do ABC, Santo André 09210580, SP, Brazil
| | - Guilherme L Gonçalves
- Laboratory of Renal Physiology, Department of Physiology and Biophysics, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508000, SP, Brazil
| | - Patrícia Candido
- Laboratório de Investigação Médica 55 (LIM55), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo 01246903, SP, Brazil
| | - Juliana A Camargo
- Laboratório de Investigação Médica 55 (LIM55), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo 01246903, SP, Brazil
| | - Vanessa R Guimarães
- Laboratório de Investigação Médica 55 (LIM55), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo 01246903, SP, Brazil
| | - Caroline Chiovatto
- Laboratório de Investigação Médica 55 (LIM55), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo 01246903, SP, Brazil
- Campus Ipiranga, Centro Universitário São Camilo, São Paulo 04263200, SP, Brazil
| | - Vitória Ghazarian
- Laboratório de Investigação Médica 55 (LIM55), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo 01246903, SP, Brazil
| | - Poliana Romão
- Laboratório de Investigação Médica 55 (LIM55), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo 01246903, SP, Brazil
| | - Karina Serafim da Silva
- Laboratório de Investigação Médica 55 (LIM55), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo 01246903, SP, Brazil
- Campus Ipiranga, Centro Universitário São Camilo, São Paulo 04263200, SP, Brazil
| | - Gabriel A Dos Santos
- Laboratório de Investigação Médica 55 (LIM55), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo 01246903, SP, Brazil
| | - Iran A Silva
- Laboratório de Investigação Médica 55 (LIM55), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo 01246903, SP, Brazil
| | - Miguel Srougi
- Laboratório de Investigação Médica 55 (LIM55), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo 01246903, SP, Brazil
- D'Or Institute for Research and Education (ID'Or), São Paulo 04501000, SP, Brazil
| | - William C Nahas
- Uro-Oncology Group, Urology Department, Institute of Cancer Estate of São Paulo (ICESP), São Paulo 01246000, SP, Brazil
| | - Kátia R Leite
- Laboratório de Investigação Médica 55 (LIM55), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo 01246903, SP, Brazil
| | - Nayara I Viana
- Laboratório de Investigação Médica 55 (LIM55), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo 01246903, SP, Brazil
- Campus Passos, Universidade do Estado de Minas Gerais-UEMG, Passos 37900106, MG, Brazil
| | - Sabrina T Reis
- Laboratório de Investigação Médica 55 (LIM55), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo 01246903, SP, Brazil
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6
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Tisseverasinghe S, Bahoric B, Anidjar M, Probst S, Niazi T. Advances in PARP Inhibitors for Prostate Cancer. Cancers (Basel) 2023; 15:cancers15061849. [PMID: 36980735 PMCID: PMC10046616 DOI: 10.3390/cancers15061849] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 03/12/2023] [Accepted: 03/14/2023] [Indexed: 03/30/2023] Open
Abstract
Poly-adenosine diphosphate-ribose polymerase plays an essential role in cell function by regulating apoptosis, genomic stability and DNA repair. PARPi is a promising drug class that has gained significant traction in the last decade with good outcomes in different cancers. Several trials have sought to test its effectiveness in metastatic castration resistant prostate cancer (mCRPC). We conducted a comprehensive literature review to evaluate the current role of PARPi in this setting. To this effect, we conducted queries in the PubMed, Embase and Cochrane databases. We reviewed and compared all major contemporary publications on the topic. In particular, recent phase II and III studies have also demonstrated the benefits of olaparib, rucaparib, niraparib, talazoparib in CRPC. Drug effectiveness has been assessed through radiological progression or overall response. Given the notion of synthetic lethality and potential synergy with other oncological therapies, several trials are looking to integrate PARPi in combined therapies. There remains ongoing controversy on the need for genetic screening prior to treatment initiation as well as the optimal patient population, which would benefit most from PARPi. PARPi is an important asset in the oncological arsenal for mCRPC. New combinations with PARPi may improve outcomes in earlier phases of prostate cancer.
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Affiliation(s)
| | - Boris Bahoric
- Department of Radiation Oncology, McGill University, Montreal, QC H3A 0G4, Canada
| | - Maurice Anidjar
- Department of Urology, McGill University, Montreal, QC H3A 0G4, Canada
| | - Stephan Probst
- Department of Nuclear Medicine, McGill University, Montreal, QC H3A 0G4, Canada
| | - Tamim Niazi
- Department of Radiation Oncology, McGill University, Montreal, QC H3A 0G4, Canada
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7
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Wang JJ, Sun N, Lee YT, Kim M, Vagner T, Rohena-Rivera K, Wang Z, Chen Z, Zhang RY, Lee J, Zhang C, Tang H, Widjaja J, Zhang TX, Qi D, Teng PC, Jan YJ, Hou KC, Hamann C, Sandler HM, Daskivich TJ, Luthringer DJ, Bhowmick NA, Pei R, You S, Di Vizio D, Tseng HR, Chen JF, Zhu Y, Posadas EM. Prostate cancer extracellular vesicle digital scoring assay - a rapid noninvasive approach for quantification of disease-relevant mRNAs. NANO TODAY 2023; 48:101746. [PMID: 36711067 PMCID: PMC9879227 DOI: 10.1016/j.nantod.2022.101746] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Optimizing outcomes in prostate cancer (PCa) requires precision in characterization of disease status. This effort was directed at developing a PCa extracellular vesicle (EV) Digital Scoring Assay (DSA) for detecting metastasis and monitoring progression of PCa. PCa EV DSA is comprised of an EV purification device (i.e., EV Click Chip) and reverse-transcription droplet digital PCR that quantifies 11 PCa-relevant mRNA in purified PCa-derived EVs. A Met score was computed for each plasma sample based on the expression of the 11-gene panel using the weighted Z score method. Under optimized conditions, the EV Click Chips outperformed the ultracentrifugation or precipitation method of purifying PCa-derived EVs from artificial plasma samples. Using PCa EV DSA, the Met score distinguished metastatic (n = 20) from localized PCa (n = 20) with an area under the receiver operating characteristic curve of 0.88 (95% CI:0.78-0.98). Furthermore, longitudinal analysis of three PCa patients showed the dynamics of the Met scores reflected clinical behavior even when disease was undetectable by imaging. Overall, a sensitive PCa EV DSA was developed to identify metastatic PCa and reveal dynamic disease states noninvasively. This assay may complement current imaging tools and blood-based tests for timely detection of metastatic progression that can improve care for PCa patients.
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Affiliation(s)
- Jasmine J. Wang
- Division of Medical Oncology, Department of Medicine,
Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Cedars-Sinai Cancer, Cedars-Sinai Medical Center, Los
Angeles, CA, USA
- California NanoSystems Institute, Crump Institute for
Molecular Imaging, Department of Molecular and Medical Pharmacology, University of
California, Los Angeles, Los Angeles, CA, USA
| | - Na Sun
- California NanoSystems Institute, Crump Institute for
Molecular Imaging, Department of Molecular and Medical Pharmacology, University of
California, Los Angeles, Los Angeles, CA, USA
- Key Laboratory for Nano-Bio Interface, Suzhou Institute of
Nano-Tech and Nano-Bionics, University of Chinese Academy of Sciences, Chinese
Academy of Sciences, Suzhou, PR China
| | - Yi-Te Lee
- California NanoSystems Institute, Crump Institute for
Molecular Imaging, Department of Molecular and Medical Pharmacology, University of
California, Los Angeles, Los Angeles, CA, USA
| | - Minhyung Kim
- Department of Biomedical Sciences, Cedars-Sinai Medical
Center, Los Angeles, CA, USA
| | - Tatyana Vagner
- Department of Surgery, Cedars-Sinai Medical Center, Los
Angeles, CA, USA
| | | | - Zhili Wang
- Key Laboratory for Nano-Bio Interface, Suzhou Institute of
Nano-Tech and Nano-Bionics, University of Chinese Academy of Sciences, Chinese
Academy of Sciences, Suzhou, PR China
| | - Zijing Chen
- Division of Medical Oncology, Department of Medicine,
Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Ryan Y. Zhang
- California NanoSystems Institute, Crump Institute for
Molecular Imaging, Department of Molecular and Medical Pharmacology, University of
California, Los Angeles, Los Angeles, CA, USA
| | - Junseok Lee
- California NanoSystems Institute, Crump Institute for
Molecular Imaging, Department of Molecular and Medical Pharmacology, University of
California, Los Angeles, Los Angeles, CA, USA
| | - Ceng Zhang
- California NanoSystems Institute, Crump Institute for
Molecular Imaging, Department of Molecular and Medical Pharmacology, University of
California, Los Angeles, Los Angeles, CA, USA
| | - Hubert Tang
- California NanoSystems Institute, Crump Institute for
Molecular Imaging, Department of Molecular and Medical Pharmacology, University of
California, Los Angeles, Los Angeles, CA, USA
| | - Josephine Widjaja
- California NanoSystems Institute, Crump Institute for
Molecular Imaging, Department of Molecular and Medical Pharmacology, University of
California, Los Angeles, Los Angeles, CA, USA
| | - Tiffany X. Zhang
- California NanoSystems Institute, Crump Institute for
Molecular Imaging, Department of Molecular and Medical Pharmacology, University of
California, Los Angeles, Los Angeles, CA, USA
| | - Dongping Qi
- California NanoSystems Institute, Crump Institute for
Molecular Imaging, Department of Molecular and Medical Pharmacology, University of
California, Los Angeles, Los Angeles, CA, USA
| | - Pai-Chi Teng
- Cedars-Sinai Cancer, Cedars-Sinai Medical Center, Los
Angeles, CA, USA
| | - Yu Jen Jan
- Cedars-Sinai Cancer, Cedars-Sinai Medical Center, Los
Angeles, CA, USA
| | - Kuan-Chu Hou
- California NanoSystems Institute, Crump Institute for
Molecular Imaging, Department of Molecular and Medical Pharmacology, University of
California, Los Angeles, Los Angeles, CA, USA
| | - Candace Hamann
- Division of Medical Oncology, Department of Medicine,
Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Howard M. Sandler
- Cedars-Sinai Cancer, Cedars-Sinai Medical Center, Los
Angeles, CA, USA
- Department of Radiation Oncology, Cedars-Sinai Medical
Center, Los Angeles, CA, USA
| | - Timothy J. Daskivich
- Cedars-Sinai Cancer, Cedars-Sinai Medical Center, Los
Angeles, CA, USA
- Division of Urology, Department of Surgery, Cedars-Sinai
Medical Center, Los Angeles, CA, USA
| | - Daniel J. Luthringer
- Cedars-Sinai Cancer, Cedars-Sinai Medical Center, Los
Angeles, CA, USA
- Department of Pathology and Laboratory Medicine,
Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Neil A. Bhowmick
- Cedars-Sinai Cancer, Cedars-Sinai Medical Center, Los
Angeles, CA, USA
- Department of Biomedical Sciences, Cedars-Sinai Medical
Center, Los Angeles, CA, USA
- Department of Medicine, Cedars-Sinai Medical Center, Los
Angeles, CA, USA
| | - Renjun Pei
- Key Laboratory for Nano-Bio Interface, Suzhou Institute of
Nano-Tech and Nano-Bionics, University of Chinese Academy of Sciences, Chinese
Academy of Sciences, Suzhou, PR China
| | - Sungyong You
- Cedars-Sinai Cancer, Cedars-Sinai Medical Center, Los
Angeles, CA, USA
- Department of Biomedical Sciences, Cedars-Sinai Medical
Center, Los Angeles, CA, USA
- Department of Surgery, Cedars-Sinai Medical Center, Los
Angeles, CA, USA
| | - Dolores Di Vizio
- Cedars-Sinai Cancer, Cedars-Sinai Medical Center, Los
Angeles, CA, USA
- Department of Biomedical Sciences, Cedars-Sinai Medical
Center, Los Angeles, CA, USA
- Department of Surgery, Cedars-Sinai Medical Center, Los
Angeles, CA, USA
- Department of Pathology and Laboratory Medicine,
Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Hsian-Rong Tseng
- California NanoSystems Institute, Crump Institute for
Molecular Imaging, Department of Molecular and Medical Pharmacology, University of
California, Los Angeles, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, David Geffen School
of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jie-Fu Chen
- Department of Pathology, Memorial Sloan Kettering Cancer
Center, New York, NY, USA
| | - Yazhen Zhu
- California NanoSystems Institute, Crump Institute for
Molecular Imaging, Department of Molecular and Medical Pharmacology, University of
California, Los Angeles, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, David Geffen School
of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Edwin M. Posadas
- Division of Medical Oncology, Department of Medicine,
Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Cedars-Sinai Cancer, Cedars-Sinai Medical Center, Los
Angeles, CA, USA
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8
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Arglabin, an EGFR receptor tyrosine kinase inhibitor, suppresses proliferation and induces apoptosis in prostate cancer cells. Biomed Pharmacother 2022; 156:113873. [DOI: 10.1016/j.biopha.2022.113873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 10/10/2022] [Accepted: 10/13/2022] [Indexed: 12/09/2022] Open
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9
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Schirmer EC, Latonen L, Tollis S. Nuclear size rectification: A potential new therapeutic approach to reduce metastasis in cancer. Front Cell Dev Biol 2022; 10:1022723. [PMID: 36299481 PMCID: PMC9589484 DOI: 10.3389/fcell.2022.1022723] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 09/12/2022] [Indexed: 03/07/2024] Open
Abstract
Research on metastasis has recently regained considerable interest with the hope that single cell technologies might reveal the most critical changes that support tumor spread. However, it is possible that part of the answer has been visible through the microscope for close to 200 years. Changes in nuclear size characteristically occur in many cancer types when the cells metastasize. This was initially discarded as contributing to the metastatic spread because, depending on tumor types, both increases and decreases in nuclear size could correlate with increased metastasis. However, recent work on nuclear mechanics and the connectivity between chromatin, the nucleoskeleton, and the cytoskeleton indicate that changes in this connectivity can have profound impacts on cell mobility and invasiveness. Critically, a recent study found that reversing tumor type-dependent nuclear size changes correlated with reduced cell migration and invasion. Accordingly, it seems appropriate to now revisit possible contributory roles of nuclear size changes to metastasis.
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Affiliation(s)
- Eric C. Schirmer
- Institute of Cell Biology, University of Edinburgh, Edinburgh, United Kingdom
| | - Leena Latonen
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
- Foundation for the Finnish Cancer Institute, Helsinki, Finland
| | - Sylvain Tollis
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
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10
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Wang Q, Wang Z, Tian S, Wang L, Tang R, Yu Y, Ge J, Hou T, Hao H, Sun H. Determination of Molecule Category of Ligands Targeting the Ligand-Binding Pocket of Nuclear Receptors with Structural Elucidation and Machine Learning. J Chem Inf Model 2022; 62:3993-4007. [PMID: 36040137 DOI: 10.1021/acs.jcim.2c00851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The mechanism of transcriptional activation/repression of the nuclear receptors (NRs) involves two main conformations of the NR protein, namely, the active (agonistic) and inactive (antagonistic) conformations. Binding of agonists or antagonists to the ligand-binding pocket (LBP) of NRs can regulate the downstream signaling pathways with different physiological effects. However, it is still hard to determine the molecular type of a LBP-bound ligand because both the agonists and antagonists bind to the same position of the protein. Therefore, it is necessary to develop precise and efficient methods to facilitate the discrimination of agonists and antagonists targeting the LBP of NRs. Here, combining structural and energetic analyses with machine-learning (ML) algorithms, we constructed a series of structure-based ML models to determine the molecular category of the LBP-bound ligands. We show that the proposed models work robustly and with high accuracy (ACC > 0.9) for determining the category of molecules derived from docking-based and crystallized poses. Furthermore, the models are also capable of determining the molecular category of ligands with dual opposite functions on different NRs (i.e., working as an agonist in one NR target, whereas functioning as an antagonist in another) with reasonable accuracy. The proposed method is expected to facilitate the determination of the molecular properties of ligands targeting the LBP of NRs with structural interpretation.
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Affiliation(s)
- Qinghua Wang
- Department of Medicinal Chemistry, China Pharmaceutical University, Nanjing 210009, Jiangsu, P. R. China
| | - Zhe Wang
- Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, P. R. China
| | - Sheng Tian
- Department of Medicinal Chemistry, College of Pharmaceutical Sciences, Soochow University, Suzhou 215123, P. R. China
| | - Lingling Wang
- Department of Medicinal Chemistry, China Pharmaceutical University, Nanjing 210009, Jiangsu, P. R. China
| | - Rongfan Tang
- Department of Medicinal Chemistry, China Pharmaceutical University, Nanjing 210009, Jiangsu, P. R. China
| | - Yang Yu
- Department of Medicinal Chemistry, China Pharmaceutical University, Nanjing 210009, Jiangsu, P. R. China
| | - Jingxuan Ge
- Department of Medicinal Chemistry, China Pharmaceutical University, Nanjing 210009, Jiangsu, P. R. China.,Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, P. R. China
| | - Tingjun Hou
- Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, P. R. China
| | - Haiping Hao
- State Key Laboratory of Natural Medicines, Key Lab of Drug Metabolism and Pharmacokinetics, China Pharmaceutical University, 210009 Nanjing, China
| | - Huiyong Sun
- Department of Medicinal Chemistry, China Pharmaceutical University, Nanjing 210009, Jiangsu, P. R. China
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11
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Long M, Li Z, Zhang W, Li Q. The Cauchy Combination Test under Arbitrary Dependence Structures. AM STAT 2022. [DOI: 10.1080/00031305.2022.2116109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Affiliation(s)
- Mingya Long
- Academy of Mathematics and Systems Science, Chinese Academy of Sciences, University of Chinese Academy of Sciences
| | | | - Wei Zhang
- Academy of Mathematics and Systems Science, Chinese Academy of Sciences, University of Chinese Academy of Sciences
| | - Qizhai Li
- Academy of Mathematics and Systems Science, Chinese Academy of Sciences, University of Chinese Academy of Sciences
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12
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Impact of diverticular disease on prostate cancer risk among hypertensive men. Prostate Cancer Prostatic Dis 2022; 25:700-706. [PMID: 34621012 DOI: 10.1038/s41391-021-00454-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Revised: 08/17/2021] [Accepted: 08/31/2021] [Indexed: 01/14/2023]
Abstract
INTRODUCTION Prostate cancer (PCa) is a heterogenous disease with multiple etiological factors playing a role in its development. Recently, chronic and systemic inflammatory conditions such as inflammatory bowel disease were identified as key risk factors influencing its development. The study aimed to evaluate the relationship between diverticular disease (DD) (local and acute inflammation) and PCa. METHODS Hypertensive patients with DD and hypertensive controls were identified between 1995 and 2010 from the Statewide Planning and Research Cooperative System database. Cohorts were queried for PCa incidence through 2015. Univariable and multivariable logistic regression analyses were used for determining independent predictors of PCa diagnosis. RESULTS A total of 51,353 patients with DD and 111,541 controls were identified. In all, 6.26% of DD developed PCa, and 3.71% of controls developed PCa (p < 0.01). DD was a significant risk factor for PCa (OR: 1.27 CI: 1.19-1.34, p < 0.01). On subgroup analysis, the patients diagnosed with DD <50 years old had an OR of 3.39 for PCa (CI: 2.52-4.56, p < 0.01), age 50-59 had an OR of 2.12 (CI: 1.86-2.15, p < 0.01), and age 60-69 had an OR of 1.20 (CI: 1.10-1.31, p < 0.01). Finally, age and race stratification showed that white patients <50 had an OR of 2.56 (CI: 1.75-3.76, p < 0.01), while black patients <50 had an OR of 3.98 (CI: 2.61-6.07, p < 0.01). The trend in differing odds between these populations was the same for age groups 50-59 and 60-69. CONCLUSION Our analysis shows that DD is associated with diagnosis of PCa in hypertensive men. Importantly, the earlier the diagnosis of DD, the higher the odds for development of PCa, particularly in black men.
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13
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Role of MicroRNAs in Neuroendocrine Prostate Cancer. Noncoding RNA 2022; 8:ncrna8020025. [PMID: 35447888 PMCID: PMC9029336 DOI: 10.3390/ncrna8020025] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 03/24/2022] [Accepted: 03/24/2022] [Indexed: 11/25/2022] Open
Abstract
Therapy-induced neuroendocrine prostate cancer (t-NEPC/NEPC) is an aggressive variant of prostate cancer (PCa) that frequently emerges in castration-resistant prostate cancer (CRPC) under the selective pressure of androgen receptor (AR)-targeted therapies. This variant is extremely aggressive, metastasizes to visceral organs, tissues, and bones despite low serum PSA, and is associated with poor survival rates. It arises via a reversible trans-differentiation process, referred to as ‘neuroendocrine differentiation’ (NED), wherein PCa cells undergo a lineage switch and exhibit neuroendocrine features, characterized by the expression of neuronal markers such as enolase 2 (ENO2), chromogranin A (CHGA), and synaptophysin (SYP). The molecular and cellular mechanisms underlying NED in PCa are complex and not clearly understood, which contributes to a lack of effective molecular biomarkers for diagnosis and therapy of this variant. NEPC is thought to derive from prostate adenocarcinomas by clonal evolution. A characteristic set of genetic alterations, such as dual loss of retinoblastoma (RB1) and tumor protein (TP53) tumor suppressor genes and amplifications of Aurora kinase A (AURKA), NMYC, and EZH2, has been reported to drive NEPC. Recent evidence suggests that microRNAs (miRNAs) are important epigenetic players in driving NED in advanced PCa. In this review, we highlight the role of miRNAs in NEPC. These studies emphasize the diverse role that miRNAs play as oncogenes and tumor suppressors in driving NEPC. These studies have unveiled the important role of cellular processes such as the EMT and cancer stemness in determining NED in PCa. Furthermore, miRNAs are involved in intercellular communication between tumor cells and stromal cells via extracellular vesicles/exosomes that contribute to lineage switching. Recent studies support the promising potential of miRNAs as novel diagnostic biomarkers and therapeutic targets for NEPC.
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Mangolini A, Rocca C, Bassi C, Ippolito C, Negrini M, Dell'Atti L, Lanza G, Gafà R, Bianchi N, Pinton P, Aguiari G. DETECTION OF DISEASE‐CAUSING MUTATIONS IN PROSTATE CANCER BY NGS SEQUENCING. Cell Biol Int 2022; 46:1047-1061. [PMID: 35347810 PMCID: PMC9320837 DOI: 10.1002/cbin.11803] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 01/27/2022] [Indexed: 11/11/2022]
Abstract
Gene mutations may affect the fate of many tumors including prostate cancer (PCa); therefore, the research of specific mutations associated with tumor outcomes might help the urologist to identify the best therapy for PCa patients such as surgical resection, adjuvant therapy or active surveillance. Genomic DNA (gDNA) was extracted from 48 paraffin‐embedded PCa samples and normal paired tissues. Next, gDNA was amplified and analyzed by next‐generation sequencing (NGS) using a specific gene panel for PCa. Raw data were refined to exclude false‐positive mutations; thus, variants with coverage and frequency lower than 100× and 5%, respectively were removed. Mutation significance was processed by Genomic Evolutionary Rate Profiling, ClinVar, and Varsome tools. Most of 3000 mutations (80%) were single nucleotide variants and the remaining 20% indels. After raw data elaboration, 312 variants were selected. Most mutated genes were KMT2D (26.45%), FOXA1 (16.13%), ATM (15.81%), ZFHX3 (9.35%), TP53 (8.06%), and APC (5.48%). Hot spot mutations in FOXA1, ATM, ZFHX3, SPOP, and MED12 were also found. Truncating mutations of ATM, lesions lying in hot spot regions of SPOP and FOXA1 as well as mutations of TP53 correlated with poor prognosis. Importantly, we have also found some germline mutations associated with hereditary cancer‐predisposing syndrome. gDNA sequencing of 48 cancer tissues by NGS allowed to detect new tumor variants as well as confirmed lesions in genes linked to prostate cancer. Overall, somatic and germline mutations linked to good/poor prognosis could represent new prognostic tools to improve the management of PCa patients.
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Affiliation(s)
- Alessandra Mangolini
- Department of Neuroscience and RehabilitationUniversity of Ferraravia fossato di mortara, 7444121FerraraItaly
| | - Christian Rocca
- UO Urology, St Anna Hospital, via Aldo Moro 844124FerraraItaly
| | - Cristian Bassi
- Department of Translational MedicineUniversity of Ferraravia Luigi Borsari 4644121FerraraItaly
| | | | - Massimo Negrini
- Department of Translational MedicineUniversity of Ferraravia Luigi Borsari 4644121FerraraItaly
| | - Lucio Dell'Atti
- Division of Urology, Department of Clinical, Special and Dental Science, University Hospital "Ospedali Riuniti", Marche Polytechnic University, 71 Conca Street60126AnconaItaly
| | - Giovanni Lanza
- Department of Translational MedicineUniversity of Ferraravia Luigi Borsari 4644121FerraraItaly
| | - Roberta Gafà
- Department of Translational MedicineUniversity of Ferraravia Luigi Borsari 4644121FerraraItaly
| | - Nicoletta Bianchi
- Department of Translational MedicineUniversity of Ferraravia Luigi Borsari 4644121FerraraItaly
| | - Paolo Pinton
- Department of Medical SciencesUniversity of Ferraravia fossato di mortara, 64/B44121FerraraItaly
| | - Gianluca Aguiari
- Department of Neuroscience and RehabilitationUniversity of Ferraravia fossato di mortara, 7444121FerraraItaly
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15
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Aghajani Mir M, Dinmohammadi H, Moudi E, Motamed N, Daraei A. Clinical values of expression signature of circCDR1AS and circHIAT1 in prostate cancer: Two circRNAs with regulatory function in androgen receptor (AR) and PI3K/AKT signaling pathways. J Clin Lab Anal 2022; 36:e24220. [PMID: 35007362 PMCID: PMC8841177 DOI: 10.1002/jcla.24220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 12/20/2021] [Accepted: 12/21/2021] [Indexed: 12/24/2022] Open
Abstract
Background Prostate cancer (PCa) is a genetically heterogeneous disease with highly molecular aberrations. It has been revealed that a newly discovered class of non‐coding RNAs called circular RNAs (circRNAs) play key roles in dictating tumor behaviors and phenotypes of the prostate tumors. In the current study, our aim was to determine the expression profiles of circHIAT1 and circCDR1AS in PCa compared with benign prostatic hyperplasia (BPH) tissues, as well as their clinicopathological relevance. Methods The 50 prostate tissues including 25 PCa tissues and 25 BPH samples were collected for analyzing the expression levels of target circRNAs by quantitative real‐time PCR (qRT‐PCR). Results The results revealed that expression of circCDR1AS was significantly elevated in PCa compared with the BPH (p < 0.05). We also observed that PCa patients over the age of 60 had a higher expression of the circCDR1AS than patients under the age of 60 (p = 0.017). Moreover, a lower expression level of circHIAT1 was found in the PCa than BPH tissues (p < 0.05), and finally, the findings indicated that the area under the curve (AUC) of circCDR1AS was 0.848, with 92% sensitivity and 76% specificity, as well as an AUC of 0.828, with the 80% sensitivity and 76% specificity for circHIAT1. Conclusion These observations suggest that the abnormal expression of circCDR1AS and circHIAT1 can be regarded as two different types of molecular pathology with potential biomarker values for PCa, although further studies are needed.
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Affiliation(s)
- Mahsa Aghajani Mir
- Department of Genetics and Molecular Medicine, Faculty of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Hossein Dinmohammadi
- Department of Genetics and Molecular Medicine, School of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Emadoddin Moudi
- Department of Urology, Babol University of Medical Sciences, Babol, Iran
| | - Nima Motamed
- The Faculty Member of the Department of Social Medical, Social Determinants of Health Research Center, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Abdolreza Daraei
- Cellular and Molecular Biology Research Center, Health Research Institute, Babol University of Medical Sciences, Babol, Iran
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16
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Dey A, Sen S, Maulik U. Study of transcription factor druggabilty for prostate cancer using structure information, gene regulatory networks and protein moonlighting. Brief Bioinform 2021; 23:6444316. [PMID: 34849560 DOI: 10.1093/bib/bbab465] [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: 07/20/2021] [Revised: 09/22/2021] [Accepted: 10/07/2021] [Indexed: 11/12/2022] Open
Abstract
Prostate cancer is the second leading cause of cancer-related death in men. Metastasis shows poor survival even though the recovery rate is high. In spite of numerous studies regarding prostate carcinoma, multiple questions are still unanswered. In this regards, gene regulatory network can uncover the mechanisms behind cancer progression, and metastasis. Under a feed forward loop, transcription factors (TFs) can be a good druggable candidate. We have proposed a computational model to study the uncertainty of TFs and suggest the appropriate cellular conditions for drug targeting. We have selected feed-forward loops depending on the shared list of the functional annotations among TFs, genes and miRNAs. From the potential feed forward loop cores, six TFs were identified as druggable targets, which include AR, CEBPB, CREB1, ETS1, NFKB1 and RELA. However, TFs are known for their Protein Moonlighting properties, which provide unrelated multi-functionalities within the same or different subcellular localizations. Following that, we have identified such functions that are suitable for drug targeting. On the other hand, we have tried to identify membraneless organelles for providing more specificity to the proposed time and space theory. The study has provided certain possibilities on TF-based therapeutics. The controlled dynamic nature of the TF may have enhanced the chances where TFs can be considered as one of the prime drug targets. Finally, the combination of membranless phase separation and protein moonlighting has provided possible druggable period within the biological clock.
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Affiliation(s)
- Ashmita Dey
- Computer Science and Engineering, Jadavpur University, Kolkata, India
| | - Sagnik Sen
- Computer Science and Engineering, Jadavpur University, Kolkata, India
| | - Ujjwal Maulik
- Computer Science and Engineering, Jadavpur University, Kolkata, India
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17
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Thiemeyer H, Taher L, Schille JT, Packeiser EM, Harder LK, Hewicker-Trautwein M, Brenig B, Schütz E, Beck J, Nolte I, Murua Escobar H. An RNA-Seq-Based Framework for Characterizing Canine Prostate Cancer and Prioritizing Clinically Relevant Biomarker Candidate Genes. Int J Mol Sci 2021; 22:11481. [PMID: 34768937 PMCID: PMC8584104 DOI: 10.3390/ijms222111481] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 10/16/2021] [Accepted: 10/16/2021] [Indexed: 01/01/2023] Open
Abstract
Prostate cancer (PCa) in dogs is a highly malignant disease akin to its human counterpart. In contrast to the situation in humans, multi-gene approaches facilitating risk stratification of canine PCa are barely established. The aims of this study were the characterization of the transcriptional landscape of canine PCa and the identification of diagnostic, prognostic and/or therapeutic biomarkers through a multi-step screening approach. RNA-Sequencing of ten malignant tissues and fine-needle aspirations (FNA), and 14 nonmalignant tissues and FNAs was performed to find differentially expressed genes (DEGs) and deregulated pathways. The 4098 observed DEGs were involved in 49 pathways. These 49 pathways could be grouped into five superpathways summarizing the hallmarks of canine PCa: (i) inflammatory response and cytokines; (ii) regulation of the immune system and cell death; (iii) cell surface and PI3K signaling; (iv) cell cycle; and (v) phagosome and autophagy. Among the highly deregulated, moderately to strongly expressed DEGs that were members of one or more superpathways, 169 DEGs were listed in relevant databases and/or the literature and included members of the PCa pathway, oncogenes, prostate-specific genes, and druggable genes. These genes are novel and promising candidate diagnostic, prognostic and/or therapeutic canine PCa biomarkers.
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Affiliation(s)
- Heike Thiemeyer
- Small Animal Clinic, University of Veterinary Medicine Hannover, Foundation, 30559 Hannover, Germany; (H.T.); (J.T.S.); (E.-M.P.); (L.K.H.); (I.N.)
- Department of Hematology/Oncology/Palliative Care, Rostock University Medical Centre, 18057 Rostock, Germany
| | - Leila Taher
- Institute of Biomedical Informatics, Graz University of Technology, 8010 Graz, Austria;
| | - Jan Torben Schille
- Small Animal Clinic, University of Veterinary Medicine Hannover, Foundation, 30559 Hannover, Germany; (H.T.); (J.T.S.); (E.-M.P.); (L.K.H.); (I.N.)
- Department of Hematology/Oncology/Palliative Care, Rostock University Medical Centre, 18057 Rostock, Germany
| | - Eva-Maria Packeiser
- Small Animal Clinic, University of Veterinary Medicine Hannover, Foundation, 30559 Hannover, Germany; (H.T.); (J.T.S.); (E.-M.P.); (L.K.H.); (I.N.)
- Department of Hematology/Oncology/Palliative Care, Rostock University Medical Centre, 18057 Rostock, Germany
| | - Lisa K. Harder
- Small Animal Clinic, University of Veterinary Medicine Hannover, Foundation, 30559 Hannover, Germany; (H.T.); (J.T.S.); (E.-M.P.); (L.K.H.); (I.N.)
| | - Marion Hewicker-Trautwein
- Institute of Pathology, University of Veterinary Medicine Hannover, Foundation, 30559 Hannover, Germany;
| | - Bertram Brenig
- Institute of Veterinary Medicine, University of Göttingen, 37077 Göttingen, Germany;
| | - Ekkehard Schütz
- Chronix Biomedical GmbH, 37079 Göttingen, Germany; (E.S.); (J.B.)
| | - Julia Beck
- Chronix Biomedical GmbH, 37079 Göttingen, Germany; (E.S.); (J.B.)
| | - Ingo Nolte
- Small Animal Clinic, University of Veterinary Medicine Hannover, Foundation, 30559 Hannover, Germany; (H.T.); (J.T.S.); (E.-M.P.); (L.K.H.); (I.N.)
| | - Hugo Murua Escobar
- Small Animal Clinic, University of Veterinary Medicine Hannover, Foundation, 30559 Hannover, Germany; (H.T.); (J.T.S.); (E.-M.P.); (L.K.H.); (I.N.)
- Department of Hematology/Oncology/Palliative Care, Rostock University Medical Centre, 18057 Rostock, Germany
- Comprehensive Cancer Center Mecklenburg-Vorpommern (CCC-MV), Campus Rostock, University of Rostock, 18057 Rostock, Germany
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18
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Armstrong CM, Gao AC. Dysregulated androgen synthesis and anti-androgen resistance in advanced prostate cancer. AMERICAN JOURNAL OF CLINICAL AND EXPERIMENTAL UROLOGY 2021; 9:292-300. [PMID: 34541028 PMCID: PMC8446765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Accepted: 08/17/2021] [Indexed: 06/13/2023]
Abstract
Current therapies for treating castration resistant prostate cancer (CRPC) include abiraterone and enzalutamide which function by inhibiting androgen signaling by targeting androgen synthesis and antagonizing the androgen receptor (AR) respectively. While these therapies are initially beneficial, resistance inevitably develops. A number of pathways have been identified to contribute to CRPC progression and drug resistance. Among these is aberrant androgen signaling perpetuated by increased expression and activity of androgenic enzymes. While abiraterone inhibits the androgenic enzyme, CYP17A1, androgen synthesis inhibition by abiraterone is incomplete and sustained androgenesis persists, in part due to increased levels of AKR1C3 and steroid sulfatase (STS). Expression of both of these enzymes is increased in CRPC and is associated with resistance to anti-androgens. A number of studies have identified methods for targeting these enzymes. Indomethacin, a non-steroidal anti-inflammatory drug commonly used to treat inflammatory arthritis has been well established as an inhibitor of AKR1C3. Treatment of CRPC cells with indomethacin reduces cell growth and improves the response to enzalutamide and abiraterone. Similarly, STS inhibitors have been shown to reduce intracrine androgens and also reduce CRPC growth and enhance anti-androgen treatment. In this review, we provide an overview of androgen synthesis in CRPC and strategies aimed at inhibiting intracrine androgens.
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Affiliation(s)
- Cameron M Armstrong
- Department of Urology, University of California, DavisSacramento, CA 95817, USA
| | - Allen C Gao
- Department of Urology, University of California, DavisSacramento, CA 95817, USA
- Comprehensive Cancer Center, University of California, DavisSacramento, CA 95817, USA
- VA Northern California Health Care SystemSacramento, CA 95655, USA
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19
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Exosomal circRNA HIPK3 knockdown inhibited cell proliferation and metastasis in prostate cancer by regulating miR-212/BMI-1 pathway. J Biosci 2021. [DOI: 10.1007/s12038-021-00190-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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20
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Lv D, Cao Z, Li W, Zheng H, Wu X, Liu Y, Gu D, Zeng G. Identification and Validation of a Prognostic 5-Protein Signature for Biochemical Recurrence Following Radical Prostatectomy for Prostate Cancer. Front Surg 2021; 8:665115. [PMID: 34136527 PMCID: PMC8202683 DOI: 10.3389/fsurg.2021.665115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Accepted: 04/28/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Biochemical recurrence (BCR) is an indicator of prostate cancer (PCa)-specific recurrence and mortality. However, there is a lack of an effective prediction model that can be used to predict prognosis and to determine the optimal method of treatment for patients with BCR. Hence, the aim of this study was to construct a protein-based nomogram that could predict BCR in PCa. Methods: Protein expression data of PCa patients was obtained from The Cancer Proteome Atlas (TCPA) database. Clinical data on the patients was downloaded from The Cancer Genome Atlas (TCGA) database. Lasso and Cox regression analyses were conducted to select the most significant prognostic proteins and formulate a protein signature that could predict BCR. Subsequently, Kaplan–Meier survival analysis and Cox regression analyses were conducted to evaluate the performance of the prognostic protein-based signature. Additionally, a nomogram was constructed using multivariate Cox regression analysis. Results: We constructed a 5-protein-based prognostic prediction signature that could be used to identify high-risk and low-risk groups of PCa patients. The survival analysis demonstrated that patients with a higher BCR showed significantly worse survival than those with a lower BCR (p < 0.0001). The time-dependent receiver operating characteristic curve showed that the signature had an excellent prognostic efficiency for 1, 3, and 5-year BCR (area under curve in training set: 0.691, 0.797, 0.808 and 0.74, 0.739, 0.82 in the test set). Univariate and multivariate analyses indicated that this 5-protein signature could be used as independent prognosis marker for PCa patients. Moreover, the concordance index (C-index) confirmed the predictive value of this 5-protein signature in 3, 5, and 10-year BCR overall survival (C-index: 0.764, 95% confidence interval: 0.701–0.827). Finally, we constructed a nomogram to predict BCR of PCa. Conclusions: Our study identified a 5-protein-based signature and constructed a nomogram that could reliably predict BCR. The findings might be of paramount importance for the prediction of PCa prognosis and medical decision-making. Subjects: Bioinformatics, oncology, urology.
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Affiliation(s)
- Daojun Lv
- Guangdong Key Laboratory of Urology, Department of Urology, Minimally Invasive Surgery Center, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Zanfeng Cao
- Department of Emergency Medicine, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Wenjie Li
- Guangdong Key Laboratory of Urology, Department of Urology, Minimally Invasive Surgery Center, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China.,Nanshan College, Guangzhou Medical University, Guangzhou, China
| | - Haige Zheng
- Medical Imaging Center, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Xiangkun Wu
- Guangdong Key Laboratory of Urology, Department of Urology, Minimally Invasive Surgery Center, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Yongda Liu
- Guangdong Key Laboratory of Urology, Department of Urology, Minimally Invasive Surgery Center, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Di Gu
- Guangdong Key Laboratory of Urology, Department of Urology, Minimally Invasive Surgery Center, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
| | - Guohua Zeng
- Guangdong Key Laboratory of Urology, Department of Urology, Minimally Invasive Surgery Center, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, China
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21
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Ehsani M, David FO, Baniahmad A. Androgen Receptor-Dependent Mechanisms Mediating Drug Resistance in Prostate Cancer. Cancers (Basel) 2021; 13:1534. [PMID: 33810413 PMCID: PMC8037957 DOI: 10.3390/cancers13071534] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 03/17/2021] [Accepted: 03/20/2021] [Indexed: 12/16/2022] Open
Abstract
Androgen receptor (AR) is a main driver of prostate cancer (PCa) growth and progression as well as the key drug target. Appropriate PCa treatments differ depending on the stage of cancer at diagnosis. Although androgen deprivation therapy (ADT) of PCa is initially effective, eventually tumors develop resistance to the drug within 2-3 years of treatment onset leading to castration resistant PCa (CRPC). Castration resistance is usually mediated by reactivation of AR signaling. Eventually, PCa develops additional resistance towards treatment with AR antagonists that occur regularly, also mostly due to bypass mechanisms that activate AR signaling. This tumor evolution with selection upon therapy is presumably based on a high degree of tumor heterogenicity and plasticity that allows PCa cells to proliferate and develop adaptive signaling to the treatment and evolve pathways in therapy resistance, including resistance to chemotherapy. The therapy-resistant PCa phenotype is associated with more aggressiveness and increased metastatic ability. By far, drug resistance remains a major cause of PCa treatment failure and lethality. In this review, various acquired and intrinsic mechanisms that are AR‑dependent and contribute to PCa drug resistance will be discussed.
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Affiliation(s)
| | | | - Aria Baniahmad
- Institute of Human Genetics, Jena University Hospital, Am Klinikum 1, 07740 Jena, Germany; (M.E.); (F.O.D.)
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22
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Dovey ZS, Nair SS, Chakravarty D, Tewari AK. Racial disparity in prostate cancer in the African American population with actionable ideas and novel immunotherapies. Cancer Rep (Hoboken) 2021; 4:e1340. [PMID: 33599076 PMCID: PMC8551995 DOI: 10.1002/cnr2.1340] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 11/22/2020] [Accepted: 12/02/2020] [Indexed: 12/28/2022] Open
Abstract
Background African Americans (AAs) in the United States are known to have a higher incidence and mortality for Prostate Cancer (PCa). The drivers of this epidemiological disparity are multifactorial, including socioeconomic factors leading to lifestyle and dietary issues, healthcare access problems, and potentially tumor biology. Recent findings Although recent evidence suggests once access is equal, AA men have equal outcomes to Caucasian American (CA) men, differences in PCa incidence remain, and there is much to do to reverse disparities in mortality across the USA. A deeper understanding of these issues, both at the clinical and molecular level, can facilitate improved outcomes in the AA population. This review first discusses PCa oncogenesis in the context of its diverse hallmarks before benchmarking key molecular and genomic differences for PCa in AA men that have emerged in the recent literature. Studies have emphasized the importance of tumor microenvironment that contributes to both the unequal cancer burden and differences in clinical outcome between the races. Management of comorbidities like obesity, hypertension, and diabetes will provide an essential means of reducing prostate cancer incidence in AA men. Although requiring further AA specific research, several new treatment strategies such as immune checkpoint inhibitors used in combination PARP inhibitors and other emerging vaccines, including Sipuleucel‐T, have demonstrated some proven efficacy. Conclusion Genomic profiling to integrate clinical and genomic data for diagnosis, prognosis, and treatment will allow physicians to plan a “Precision Medicine” approach to AA men. There is a pressing need for further research for risk stratification, which may allow early identification of AA men with higher risk disease based on their unique clinical, genomic, and immunological profiles, which can then be mapped to appropriate clinical trials. Treatment options are outlined, with a concise description of recent work in AA specific populations, detailing several targeted therapies, including immunotherapy. Also, a summary of current clinical trials involving AA men is presented, and it is important that policies are adopted to ensure that AA men are actively recruited. Although it is encouraging that many of these explore the lifestyle and educational initiatives and therapeutic interventions, there is much still work to be done to reduce incidence and mortality in AA men and equalize current racial disparities.
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Affiliation(s)
- Zachary S Dovey
- The Department of Urology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Sujit S Nair
- The Department of Urology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Dimple Chakravarty
- The Department of Urology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Ashutosh K Tewari
- The Department of Urology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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23
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Kareddula A, Medina DJ, Petrosky W, Dolfi S, Tereshchenko I, Walton K, Aviv H, Sadimin E, Tabakin AL, Singer EA, Hirshfield KM. The role of chromodomain helicase DNA binding protein 1 (CHD1) in promoting an invasive prostate cancer phenotype. Ther Adv Urol 2021; 13:17562872211022462. [PMID: 34408788 PMCID: PMC8365013 DOI: 10.1177/17562872211022462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 05/15/2021] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND Prostate cancer (PCa) phenotypes vary from indolent to aggressive. Molecular subtyping may be useful in predicting aggressive cancers and directing therapy. One such subtype involving deletions of chromodomain helicase DNA binding protein 1 (CHD1), a tumor suppressor gene, are found in 10-26% of PCa tumors. In this study, we evaluate the functional cellular effects that follow CHD1 deletion. METHODS CHD1 was knocked out (KO) in the non-tumorigenic, human papillomavirus 16 (HPV16)-immortalized prostate epithelial cell line, RWPE-1, using CRISPR/Cas9. In vitro assays such as T7 endonuclease assay, western blot, and sequencing were undertaken to characterize the CHD1 KO clones. Morphologic and functional assays for cell adhesion and viability were performed. To study expression of extracellular matrix (ECM) and adhesion molecules, a real-time (RT) profiler assay was performed using RWPE-1 parental, non-target cells (NT2) and CHD1 KO cells. RESULT Compared to parental RWPE-1 and non-target cells (NT2), the CHD1 KO cells had a smaller, rounder morphology and were less adherent under routine culture conditions. Compared to parental cells, CHD1 KO cells showed a reduction in ECM and adhesion molecules as well as a greater proportion of viable suspension cells when cultured on standard tissue culture plates and on plates coated with laminin, fibronectin or collagen I. CHD1 KO cells showed a decrease in the expression of secreted protein acidic and rich in cysteine (SPARC), matrix metalloproteinase 2 (MMP2), integrin subunit alpha 2 (ITGA2), integrin subunit alpha 5 (ITGA5), integrin subunit alpha 6 (ITGA6), fibronectin (FN1), laminin subunit beta-3 precursor (LAMB3), collagen, tenascin and vitronectin as compared to parental and NT2 cells. CONCLUSION These data suggest that in erythroblast transformation specific (ETS) fusion-negative, phosphatase and tensin homolog (PTEN) wildtype PCa, deletion of CHD1 alters cell-cell and cell-matrix adhesion dynamics, suggesting an important role for CHD1 in the development and progression of PCa.
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Affiliation(s)
- Aparna Kareddula
- Department of Medicine, Rutgers Cancer Institute of New Jersey/Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Daniel J. Medina
- Department of Medicine, Rutgers Cancer Institute of New Jersey/Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Whitney Petrosky
- Department of Medicine, Rutgers Cancer Institute of New Jersey/Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Sonia Dolfi
- Department of Medicine, Rutgers Cancer Institute of New Jersey/Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Irina Tereshchenko
- Department of Medicine, Rutgers Cancer Institute of New Jersey/Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Kelly Walton
- Department of Medicine/Division of Medical Oncology, Rutgers Cancer Institute of New Jersey/Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Hana Aviv
- Department of Pathology and Laboratory Medicine, Rutgers -Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Evita Sadimin
- Section of Urologic Pathology, Rutgers Cancer Institute of New Jersey/Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Alexandra L. Tabakin
- Section of Urologic Oncology, Rutgers Cancer Institute of New Jersey/Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Eric A. Singer
- Section of Urologic Oncology, Rutgers Cancer Institute of New Jersey/Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
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24
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Struck-Lewicka W, Wawrzyniak R, Artymowicz M, Kordalewska M, Markuszewski M, Matuszewski M, Gutknecht P, Siebert J, Markuszewski MJ. GC-MS-based untargeted metabolomics of plasma and urine to evaluate metabolic changes in prostate cancer. J Breath Res 2020; 14:047103. [DOI: 10.1088/1752-7163/abaeca] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
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25
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Shukla N, Siva N, Malik B, Suravajhala P. Current Challenges and Implications of Proteogenomic Approaches in Prostate Cancer. Curr Top Med Chem 2020; 20:1968-1980. [PMID: 32703135 DOI: 10.2174/1568026620666200722112450] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 05/30/2020] [Accepted: 06/29/2020] [Indexed: 12/16/2022]
Abstract
In the recent past, next-generation sequencing (NGS) approaches have heralded the omics era. With NGS data burgeoning, there arose a need to disseminate the omic data better. Proteogenomics has been vividly used for characterising the functions of candidate genes and is applied in ascertaining various diseased phenotypes, including cancers. However, not much is known about the role and application of proteogenomics, especially Prostate Cancer (PCa). In this review, we outline the need for proteogenomic approaches, their applications and their role in PCa.
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Affiliation(s)
- Nidhi Shukla
- Department of Biotechnology and Bioinformatics, Birla Institute of Scientific Research, Statue Circle, Jaipur 302001, RJ, India.,Department of Chemistry, School of Basic Sciences, Manipal University Jaipur, Jaipur, India
| | - Narmadhaa Siva
- Department of Biotechnology and Bioinformatics, Birla Institute of Scientific Research, Statue Circle, Jaipur 302001, RJ, India
| | - Babita Malik
- Department of Chemistry, School of Basic Sciences, Manipal University Jaipur, Jaipur, India
| | - Prashanth Suravajhala
- Department of Biotechnology and Bioinformatics, Birla Institute of Scientific Research, Statue Circle, Jaipur 302001, RJ, India
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26
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Bhagat S, Singh S. Co-delivery of AKT3 siRNA and PTEN Plasmid by Antioxidant Nanoliposomes for Enhanced Antiproliferation of Prostate Cancer Cells. ACS APPLIED BIO MATERIALS 2020; 3:3999-4011. [PMID: 35025475 DOI: 10.1021/acsabm.9b01016] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Globally, prostate cancer is the fifth major cancer type and the second leading cause of cancer-related death in men. In 2018, about 1.3 million prostate cancer cases were reported worldwide. It is reported that loss of PTEN (tumor suppressor gene) expression leads to hyperactivation of the PI3K/AKT pathway and thus induces uncontrolled cell proliferation. Loss or mutation in regular PTEN expression is reported to occur in ∼30% of primary prostate cancer cases and ∼65% of metastatic cancer cases. Restoring the PTEN expression could inhibit the PI3K/AKT/mTOR signaling pathway, thus avoid the growth of prostate cancer cells. In this work, we have synthesized a multifunctional nanoliposomal formulation incorporating PTEN plasmid, AKT3 siRNA, and antioxidant cerium oxide nanoparticles (CeNPs). The nanoliposomes were able to successfully internalize in prostate cancer (PC-3) cells, restore the expression of PTEN protein, and knock down AKT3 mRNA. Further, the multifunctional nanoliposomes induce DNA damage and apoptosis in prostate cancer cells. The investigation of the PI3K/AKT/mTOR signaling pathway revealed that PTEN protein and apoptosis-specific proteins are overexpressed, leading to the inhibition of oncoproteins and, thus, prostate cancer.
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Affiliation(s)
- Stuti Bhagat
- Division of Biological and Life Sciences, School of Arts and Sciences, Ahmedabad University, Central Campus, Ahmedabad 380009, Gujarat, India
| | - Sanjay Singh
- Division of Biological and Life Sciences, School of Arts and Sciences, Ahmedabad University, Central Campus, Ahmedabad 380009, Gujarat, India
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27
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Liao Y, Xu K. Epigenetic regulation of prostate cancer: the theories and the clinical implications. Asian J Androl 2020; 21:279-290. [PMID: 30084432 PMCID: PMC6498736 DOI: 10.4103/aja.aja_53_18] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Epigenetics is the main mechanism that controls transcription of specific genes with no changes in the underlying DNA sequences. Epigenetic alterations lead to abnormal gene expression patterns that contribute to carcinogenesis and persist throughout disease progression. Because of the reversible nature, epigenetic modifications emerge as promising anticancer drug targets. Several compounds have been developed to reverse the aberrant activities of enzymes involved in epigenetic regulation, and some of them show encouraging results in both preclinical and clinical studies. In this article, we comprehensively review the up-to-date roles of epigenetics in the development and progression of prostate cancer. We especially focus on three epigenetic mechanisms: DNA methylation, histone modifications, and noncoding RNAs. We elaborate on current models/theories that explain the necessity of these epigenetic programs in driving the malignant phenotypes of prostate cancer cells. In particular, we elucidate how certain epigenetic regulators crosstalk with critical biological pathways, such as androgen receptor (AR) signaling, and how the cooperation dynamically controls cancer-oriented transcriptional profiles. Restoration of a "normal" epigenetic landscape holds promise as a cure for prostate cancer, so we concluded by highlighting particular epigenetic modifications as diagnostic and prognostic biomarkers or new therapeutic targets for treatment of the disease.
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Affiliation(s)
- Yiji Liao
- Department of Molecular Medicine, University of Texas Health Science Center, San Antonio, TX 78229, USA
| | - Kexin Xu
- Department of Molecular Medicine, University of Texas Health Science Center, San Antonio, TX 78229, USA.,Cancer Therapy and Research Center, University of Texas Health Science Center, San Antonio, TX 78229, USA
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28
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Pathway Analysis of Genes Identified through Post-GWAS to Underpin Prostate Cancer Aetiology. Genes (Basel) 2020; 11:genes11050526. [PMID: 32397189 PMCID: PMC7291227 DOI: 10.3390/genes11050526] [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: 03/02/2020] [Revised: 05/02/2020] [Accepted: 05/06/2020] [Indexed: 01/22/2023] Open
Abstract
Understanding the functional role of risk regions identified by genome-wide association studies (GWAS) has made considerable recent progress and is referred to as the post-GWAS era. Annotation of functional variants to the genes, including cis or trans and understanding their biological pathway/gene network enrichments, is expected to give rich dividends by elucidating the mechanisms underlying prostate cancer. To this aim, we compiled and analysed currently available post-GWAS data that is validated through further studies in prostate cancer, to investigate molecular biological pathways enriched for assigned functional genes. In total, about 100 canonical pathways were significantly, at false discovery rate (FDR) < 0.05), enriched in assigned genes using different algorithms. The results have highlighted some well-known cancer signalling pathways, antigen presentation processes and enrichment in cell growth and development gene networks, suggesting risk loci may exert their functional effect on prostate cancer by acting through multiple gene sets and pathways. Additional upstream analysis of the involved genes identified critical transcription factors such as HDAC1 and STAT5A. We also investigated the common genes between post-GWAS and three well-annotated gene expression datasets to endeavour to uncover the main genes involved in prostate cancer development/progression. Post-GWAS generated knowledge of gene networks and pathways, although continuously evolving, if analysed further and targeted appropriately, will have an important impact on clinical management of the disease.
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29
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Mechanism of Anti-Cancer Activity of Curcumin on Androgen-Dependent and Androgen-Independent Prostate Cancer. Nutrients 2020; 12:nu12030679. [PMID: 32131560 PMCID: PMC7146610 DOI: 10.3390/nu12030679] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Revised: 02/22/2020] [Accepted: 02/26/2020] [Indexed: 12/22/2022] Open
Abstract
Prostate cancer (PCa) is a heterogeneous disease and ranked as the second leading cause of cancer-related deaths in males worldwide. The global burden of PCa keeps rising regardless of the emerging cutting-edge technologies for treatment and drug designation. There are a number of treatment options which are effectively treating localised and androgen-dependent PCa (ADPC) through hormonal and surgery treatments. However, over time, these cancerous cells progress to androgen-independent PCa (AIPC) which continuously grow despite hormone depletion. At this particular stage, androgen depletion therapy (ADT) is no longer effective as these cancerous cells are rendered hormone-insensitive and capable of growing in the absence of androgen. AIPC is a lethal type of disease which leads to poor prognosis and is a major contributor to PCa death rates. A natural product-derived compound, curcumin has been identified as a pleiotropic compound which capable of influencing and modulating a diverse range of molecular targets and signalling pathways in order to exhibit its medicinal properties. Due to such multi-targeted behaviour, its benefits are paramount in combating a wide range of diseases including inflammation and cancer disease. Curcumin exhibits anti-cancer properties by suppressing cancer cells growth and survival, inflammation, invasion, cell proliferation as well as possesses the ability to induce apoptosis in malignant cells. In this review, we investigate the mechanism of curcumin by modulating multiple signalling pathways such as androgen receptor (AR) signalling, activating protein-1 (AP-1), phosphatidylinositol 3-kinases/the serine/threonine kinase (PI3K/Akt/mTOR), wingless (Wnt)/ß-catenin signalling, and molecular targets including nuclear factor kappa-B (NF-κB), B-cell lymphoma 2 (Bcl-2) and cyclin D1 which are implicated in the development and progression of both types of PCa, ADPC and AIPC. In addition, the role of microRNAs and clinical trials on the anti-cancer effects of curcumin in PCa patients were also reviewed.
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30
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Kacar S, Bektur Aykanat NE, Sahinturk V. Silymarin inhibited DU145 cells by activating SLIT2 protein and suppressing expression of CXCR4. Med Oncol 2020; 37:18. [PMID: 32062757 DOI: 10.1007/s12032-020-1343-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Accepted: 02/02/2020] [Indexed: 01/25/2023]
Abstract
Among other cancers, prostate cancer is globally the second most rampant one with the incidence of 29.4% among men. SLIT2/ROBO1 signaling is very crucial pathway causally implicated in many cancers and reported to inhibit a variety of cancer cell types. CXCR4 is a chemokine receptor implicated in cancer progression. Silymarin is a phytochemical, of which anti-carcinogenic activity was suggested in various cancers, including prostate cancer. However, there are no studies examining the effect of silymarin on SLIT2-Robo1-CXCR4 axis. Herein, our goal is to explore cytotoxic and morphological effects of silymarin on DU145 cells and to reveal its role in Slit2/Robo and CXCR1 pathway. First, 24, 48 and 72 h-long cytotoxicity tests were performed for dose analysis of silymarin, followed H-E stain for morphological evaluation with varying doses of silymarin. Afterward, western blot and immunocytochemistry analyses were carried out for SLIT2, ROBO1 and CXCR4 proteins. According to MTT analysis, IC50 concentrations for silymarin were 315, 126 and 70 µM against DU145 cells for 24, 48 and 72 h treatments. In H-E, several apoptotic hallmarks, including, condensed, kidney-shaped and eccentric nuclei, membrane blebbings and apoptotic body formations were observed. Silymarin increased the expressions of SLIT2 and ROBO1 while decreased CXCR4 when compared to control group in immunocytochemistry and Western blot. To summarize, silymarin inhibited DU145 cells dose-dependently by activating SLIT2 protein and inhibiting expression of CXCR4. This study is the first examining the interplay between Slit2-Robo1-CXCR4 proteins and silymarin in DU145 cells. We believe that our study will provide new insights for future studies.
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Affiliation(s)
- Sedat Kacar
- Department of Histology and Embryology, Faculty of Medicine, Eskisehir Osmangazi University, Eskisehir, Turkey.
| | - Nuriye Ezgi Bektur Aykanat
- Department of Histology and Embryology, Faculty of Medicine, Eskisehir Osmangazi University, Eskisehir, Turkey
| | - Varol Sahinturk
- Department of Histology and Embryology, Faculty of Medicine, Eskisehir Osmangazi University, Eskisehir, Turkey
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31
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Nagesh PKB, Chowdhury P, Hatami E, Jain S, Dan N, Kashyap VK, Chauhan SC, Jaggi M, Yallapu MM. Tannic acid inhibits lipid metabolism and induce ROS in prostate cancer cells. Sci Rep 2020; 10:980. [PMID: 31969643 PMCID: PMC6976712 DOI: 10.1038/s41598-020-57932-9] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Accepted: 12/29/2019] [Indexed: 12/27/2022] Open
Abstract
Prostate cancer (PCa) cells exploit the aberrant lipid signaling and metabolism as their survival advantage. Also, intracellular storage lipids act as fuel for the PCa proliferation. However, few studies were available that addressed the topic of targeting lipid metabolism in PCa. Here, we assessed the tannic acid (TA) lipid-targeting ability and its capability to induce endoplasmic reticulum (ER) stress by reactive oxygen species (ROS) in PCa cells. TA exhibited dual effects by inhibiting lipogenic signaling and suppression of lipid metabolic pathways. The expression of proteins responsible for lipogenesis was down regulated. The membrane permeability and functionality of PCa were severely affected and caused nuclear disorganization during drug exposure. Finally, these consolidated events shifted the cell's survival balance towards apoptosis. These results suggest that TA distinctly interferes with the lipid signaling and metabolism of PCa cells.
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Affiliation(s)
- Prashanth K B Nagesh
- Department of Microbiology and Immunology, School of Medicine, University of Texas Rio Grande Valley, McAllen, TX, 78504, USA
- Department of Pharmaceutical Sciences and Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN, 38163, USA
| | - Pallabita Chowdhury
- Department of Pharmaceutical Sciences and Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN, 38163, USA
| | - Elham Hatami
- Department of Pharmaceutical Sciences and Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN, 38163, USA
| | - Shashi Jain
- Tumor Initiation and Maintenance, Sanford-Burnham Medical Research Institute, La Jolla, California, 92037, USA
- Department of Pathology, Moores UCSD Cancer Center, and Sanford Consortium for Regenerative Medicine, University of California, San Diego, La Jolla, CA, 92037, USA
| | - Nirnoy Dan
- Department of Pharmaceutical Sciences and Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN, 38163, USA
| | - Vivek Kumar Kashyap
- Department of Microbiology and Immunology, School of Medicine, University of Texas Rio Grande Valley, McAllen, TX, 78504, USA
- Department of Pharmaceutical Sciences and Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN, 38163, USA
| | - Subhash C Chauhan
- Department of Microbiology and Immunology, School of Medicine, University of Texas Rio Grande Valley, McAllen, TX, 78504, USA
- Department of Pharmaceutical Sciences and Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN, 38163, USA
| | - Meena Jaggi
- Department of Microbiology and Immunology, School of Medicine, University of Texas Rio Grande Valley, McAllen, TX, 78504, USA
- Department of Pharmaceutical Sciences and Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN, 38163, USA
| | - Murali M Yallapu
- Department of Microbiology and Immunology, School of Medicine, University of Texas Rio Grande Valley, McAllen, TX, 78504, USA.
- Department of Pharmaceutical Sciences and Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN, 38163, USA.
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32
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van Dessel LF, van Riet J, Smits M, Zhu Y, Hamberg P, van der Heijden MS, Bergman AM, van Oort IM, de Wit R, Voest EE, Steeghs N, Yamaguchi TN, Livingstone J, Boutros PC, Martens JWM, Sleijfer S, Cuppen E, Zwart W, van de Werken HJG, Mehra N, Lolkema MP. The genomic landscape of metastatic castration-resistant prostate cancers reveals multiple distinct genotypes with potential clinical impact. Nat Commun 2019; 10:5251. [PMID: 31748536 PMCID: PMC6868175 DOI: 10.1038/s41467-019-13084-7] [Citation(s) in RCA: 127] [Impact Index Per Article: 25.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2019] [Accepted: 10/17/2019] [Indexed: 12/22/2022] Open
Abstract
Metastatic castration-resistant prostate cancer (mCRPC) has a highly complex genomic landscape. With the recent development of novel treatments, accurate stratification strategies are needed. Here we present the whole-genome sequencing (WGS) analysis of fresh-frozen metastatic biopsies from 197 mCRPC patients. Using unsupervised clustering based on genomic features, we define eight distinct genomic clusters. We observe potentially clinically relevant genotypes, including microsatellite instability (MSI), homologous recombination deficiency (HRD) enriched with genomic deletions and BRCA2 aberrations, a tandem duplication genotype associated with CDK12-/- and a chromothripsis-enriched subgroup. Our data suggests that stratification on WGS characteristics may improve identification of MSI, CDK12-/- and HRD patients. From WGS and ChIP-seq data, we show the potential relevance of recurrent alterations in non-coding regions identified with WGS and highlight the central role of AR signaling in tumor progression. These data underline the potential value of using WGS to accurately stratify mCRPC patients into clinically actionable subgroups.
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Affiliation(s)
- Lisanne F van Dessel
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Job van Riet
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center Rotterdam, Rotterdam, The Netherlands
- Cancer Computational Biology Center, Erasmus MC Cancer Institute, Erasmus University Medical Center Rotterdam, Rotterdam, The Netherlands
- Department of Urology, Erasmus MC Cancer Institute, Erasmus University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Minke Smits
- Department of Medical Oncology, Radboud University Nijmegen Medical Center, Nijmegen, The Netherlands
| | - Yanyun Zhu
- Division on Oncogenomics, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Paul Hamberg
- Department of Internal Medicine, Franciscus Gasthuis & Vlietland, Rotterdam, The Netherlands
| | - Michiel S van der Heijden
- Center for Personalized Cancer Treatment, Rotterdam, The Netherlands
- Division of Molecular Carcinogenesis, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Andries M Bergman
- Division on Oncogenomics, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Inge M van Oort
- Department of Urology, Radboud University Nijmegen Medical Center, Nijmegen, The Netherlands
| | - Ronald de Wit
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Emile E Voest
- Oncode Institute, Utrecht, The Netherlands
- Center for Personalized Cancer Treatment, Rotterdam, The Netherlands
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Neeltje Steeghs
- Center for Personalized Cancer Treatment, Rotterdam, The Netherlands
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Takafumi N Yamaguchi
- Informatics and Biocomputing Program, Ontario Institute for Cancer Research, Toronto, Canada
| | - Julie Livingstone
- Informatics and Biocomputing Program, Ontario Institute for Cancer Research, Toronto, Canada
| | - Paul C Boutros
- Informatics and Biocomputing Program, Ontario Institute for Cancer Research, Toronto, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, Canada
- Department of Human Genetics, University of California Los Angeles, Los Angeles, USA
- Department of Urology, University of California Los Angeles, Los Angeles, USA
- Jonsson Comprehensive Cancer Centre, University of California Los Angeles, Los Angeles, USA
| | - John W M Martens
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center Rotterdam, Rotterdam, The Netherlands
- Center for Personalized Cancer Treatment, Rotterdam, The Netherlands
| | - Stefan Sleijfer
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center Rotterdam, Rotterdam, The Netherlands
- Center for Personalized Cancer Treatment, Rotterdam, The Netherlands
| | - Edwin Cuppen
- Center for Molecular Medicine and Oncode Institute, University Medical Center Utrecht, Utrecht, The Netherlands
- Hartwig Medical Foundation, Amsterdam, The Netherlands
| | - Wilbert Zwart
- Division on Oncogenomics, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
- Laboratory of Chemical Biology and Institute for Complex Molecular Systems, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Harmen J G van de Werken
- Cancer Computational Biology Center, Erasmus MC Cancer Institute, Erasmus University Medical Center Rotterdam, Rotterdam, The Netherlands
- Department of Urology, Erasmus MC Cancer Institute, Erasmus University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Niven Mehra
- Department of Medical Oncology, Radboud University Nijmegen Medical Center, Nijmegen, The Netherlands
| | - Martijn P Lolkema
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center Rotterdam, Rotterdam, The Netherlands.
- Center for Personalized Cancer Treatment, Rotterdam, The Netherlands.
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Khorasani M, Shahbazi S, Hosseinkhan N, Mahdian R. Analysis of Differential Expression of microRNAs and Their Target Genes in Prostate Cancer: A Bioinformatics Study on Microarray Gene Expression Data. INTERNATIONAL JOURNAL OF MOLECULAR AND CELLULAR MEDICINE 2019; 8:103-114. [PMID: 32215262 DOI: 10.22088/ijmcm.bums.8.2.103] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Accepted: 10/26/2019] [Indexed: 12/11/2022]
Abstract
Early diagnosis of prostate cancer (PCa) as the second most common cancer in men is not associated with precise and specific results. Thus, alternate methods with high specificity and sensitivity are needed for accurate and timely detection of PCa. MicroRNAs regulate the molecular pathways involved in cancer by targeting multiple genes. The aberrant expression of the microRNAs has been reported in different cancer types including PCa. In this bioinformatics study, we studied differential expression profiles of microRNAs and their target genes in four PCa gene expression omnibus (GEO) databases. PCa diagnostic biomarker candidates were investigated using bioinformatics tools for analysis of gene expression data, microRNA target prediction, pathway and GO annotation, as well as ROC curves. The results of this study revealed significant changes in the expression of 14 microRNAs and 40 relevant target genes, which ultimately composed four combination panels (miR- 375+96+663/ miR- 133b+143- 3p + 205/ C2ORF72 + ENTPD5 + GLYAT11/LAMB3 + NTNG2+TSLP) as candidate biomarkers capable to distinguish between PCa tumor samples and normal prostate tissue samples. These biomarkers may be suggested for a more accurate early diagnosis of PCa patients along with current diagnostic tests.
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Affiliation(s)
- Maryam Khorasani
- Molecular Medicine Department, Pasteur Institute of Iran, Tehran, Iran
| | - Shirin Shahbazi
- Department of Medical Genetics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Nazanin Hosseinkhan
- Endocrine Research Center, Institute of Endocrinology and Metabolism, Iran University of Medical Sciences, Tehran, Iran
| | - Reza Mahdian
- Molecular Medicine Department, Pasteur Institute of Iran, Tehran, Iran
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Azhagiya Singam ER, Tachachartvanich P, La Merrill MA, Smith MT, Durkin KA. Structural Dynamics of Agonist and Antagonist Binding to the Androgen Receptor. J Phys Chem B 2019; 123:7657-7666. [PMID: 31431014 DOI: 10.1021/acs.jpcb.9b05654] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Androgen receptor (AR) is a steroid hormone nuclear receptor which upon binding its endogenous androgenic ligands (agonists), testosterone and dihydrotestosterone (DHT), alters gene transcription, producing a diverse range of biological effects. Antiandrogens, such as the pharmaceuticals bicalutamide and hydroxyflutamide, act as agonists in the absence of androgens and as antagonists in their presence or in high concentration. The atomic level mechanism of action by agonists and antagonists of AR is less well characterized. Therefore, in this study, multiple 1 μs molecular dynamics (MD), docking simulations, and perturbation-response analyses were performed to more fully explore the nature of interaction between agonist or antagonist and AR and the conformational changes induced in the AR upon interaction with different ligands. We characterized the mechanism of the ligand entry/exit and found that helix-12 and nearby structural motifs respond dynamically in that process. Modeling showed that the agonist and antagonist/agonist form a hydrogen bond with Thr877/Asn705 and that this interaction is absent for antagonists. Agonist binding to AR increases the mobility of residues at allosteric sites and coactivator binding sites, while antagonist binding decreases mobility at these important sites. A new site was also identified as a potential surface for allosteric binding. These results shed light on the effect of agonists and antagonists on the structure and dynamics of AR.
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Affiliation(s)
| | - Phum Tachachartvanich
- Department of Environmental Toxicology , University of California , Davis 95616 , California United States
| | - Michele A La Merrill
- Department of Environmental Toxicology , University of California , Davis 95616 , California United States
| | - Martyn T Smith
- Division of Environmental Health Sciences, School of Public Health , University of California , Berkeley 94720 , California United States
| | - Kathleen A Durkin
- Molecular Graphics and Computation Facility, College of Chemistry , University of California , Berkeley 94720 , California United States
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Vayalil PK. Mitochondrial oncobioenergetics of prostate tumorigenesis. Oncol Lett 2019; 18:4367-4376. [PMID: 31611945 PMCID: PMC6781517 DOI: 10.3892/ol.2019.10785] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Accepted: 07/02/2019] [Indexed: 12/26/2022] Open
Abstract
Mitochondria are emerging as key players in the tumorigenic process of cells by maintaining the biosynthetic and energetic capabilities of cancer cells. It is now evident that mitochondria are involved in the malignant transformation, cell proliferation, aggression and metastatic behavior of prostate cancer (PC). Recent comprehensive analysis of the mitochondrial oncobioenergetic (MOB) profile of PC cells using microplate-based high resolution respirometry has clearly demonstrated that characteristic MOB alterations occur at different stages of PC development. Additionally, studies have reported that modification of the MOB profile significantly inhibits the growth of malignant cells. This observation suggests that dynamic alterations in the MOB function are a critical component in the development of malignant disease of the prostate. Therefore, quantification of MOB function may be a good marker for the prediction of tumor stage. Future studies may develop novel approaches to measure oncobioenergetics of tumors with minimal invasive procedures effectively in men to determine the general prostate health and tumor staging, and to predict whether a tumor will proceed to malignancy in patients. Additionally, since PC is a slow growing tumor, modulating the MOB profile at specific stages of tumor development may be a novel approach to treat or prevent PC.
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Affiliation(s)
- Praveen Kumar Vayalil
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA
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36
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Meister KS, Godse NR, Khan NI, Hedberg ML, Kemp C, Kulkarni S, Alvarado D, LaVallee T, Kim S, Grandis JR, Duvvuri U. HER3 targeting potentiates growth suppressive effects of the PI3K inhibitor BYL719 in pre-clinical models of head and neck squamous cell carcinoma. Sci Rep 2019; 9:9130. [PMID: 31235758 PMCID: PMC6591241 DOI: 10.1038/s41598-019-45589-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Accepted: 06/06/2019] [Indexed: 12/28/2022] Open
Abstract
BYL719 is a PI3K inhibitor that has demonstrated efficacy in the treatment of head and neck squamous cell carcinoma. BYL719 exerts its therapeutic effect by suppressing AKT and other proliferative signaling mechanisms. Despite PI3K inhibition and AKT suppression, residual activity of protein S6, a core marker of proliferative activation, has been observed. HER3, either via dimerization or activation by its ligand neurgeulin (NRG), is known to activate PI3K. Thus, we hypothesized that co-targeting HER3 and PI3K would lead to greater suppression of the PI3K-AKT signaling pathway and greater tumor suppression than with BYL719 alone. We investigated biochemical expression and activation of the HER3-PI3K-AKT-S6 pathway in HNSCC cell lines and patient-derived xenografts (PDXs). Antitumor effects of HER3 and PI3K inhibitors alone and in combination were evaluated in cell culture and murine models. Treatment of HNSCC cell lines with BYL719 significantly reduced AKT activation and suppressed tumor growth. However, S6 was persistently activated despite suppression of AKT. Combination treatment with KTN3379, a monoclonal antibody targeted against HER3, and BYL719 led to enhanced suppression of in vitro and in vivo cancer growth and durable suppression of AKT and S6. Therefore, inhibition of HER3 with KTN3379 enhanced the effects of PI3K inhibition in pre-clinical HNSCC models. These data support co-targeting HER3 and PI3K for the treatment of HSNCC.
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Affiliation(s)
- Kara S Meister
- Department of Otolaryngology-Head & Neck Surgery, University of Pittsburgh Medical Center, Eye and Ear Institute, Suite 500, 200 Lothrop St., Pittsburgh, PA, 15213, USA
| | - Neal R Godse
- Department of Otolaryngology-Head & Neck Surgery, University of Pittsburgh Medical Center, Eye and Ear Institute, Suite 500, 200 Lothrop St., Pittsburgh, PA, 15213, USA
| | - Nayel I Khan
- Department of Otolaryngology-Head & Neck Surgery, University of Pittsburgh Medical Center, Eye and Ear Institute, Suite 500, 200 Lothrop St., Pittsburgh, PA, 15213, USA
| | - Matthew L Hedberg
- Department of Otolaryngology-Head & Neck Surgery, University of Pittsburgh Medical Center, Eye and Ear Institute, Suite 500, 200 Lothrop St., Pittsburgh, PA, 15213, USA
| | - Carolyn Kemp
- Department of Otolaryngology-Head & Neck Surgery, University of Pittsburgh Medical Center, Eye and Ear Institute, Suite 500, 200 Lothrop St., Pittsburgh, PA, 15213, USA
| | - Sucheta Kulkarni
- Department of Otolaryngology-Head & Neck Surgery, University of Pittsburgh Medical Center, Eye and Ear Institute, Suite 500, 200 Lothrop St., Pittsburgh, PA, 15213, USA
| | | | | | - Seungwon Kim
- Department of Otolaryngology-Head & Neck Surgery, University of Pittsburgh Medical Center, Eye and Ear Institute, Suite 500, 200 Lothrop St., Pittsburgh, PA, 15213, USA
| | - Jennifer R Grandis
- Department of Otolaryngology-Head & Neck Surgery, University of California-San Francisco, San Francisco, CA, USA
| | - Umamaheswar Duvvuri
- Department of Otolaryngology-Head & Neck Surgery, University of Pittsburgh Medical Center, Eye and Ear Institute, Suite 500, 200 Lothrop St., Pittsburgh, PA, 15213, USA.
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A TMEFF2-regulated cell cycle derived gene signature is prognostic of recurrence risk in prostate cancer. BMC Cancer 2019; 19:423. [PMID: 31060542 PMCID: PMC6503380 DOI: 10.1186/s12885-019-5592-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Accepted: 04/09/2019] [Indexed: 01/27/2023] Open
Abstract
Background The clinical behavior of prostate cancer (PCa) is variable, and while the majority of cases remain indolent, 10% of patients progress to deadly forms of the disease. Current clinical predictors used at the time of diagnosis have limitations to accurately establish progression risk. Here we describe the development of a tumor suppressor regulated, cell-cycle gene expression based prognostic signature for PCa, and validate its independent contribution to risk stratification in several radical prostatectomy (RP) patient cohorts. Methods We used RNA interference experiments in PCa cell lines to identify a gene expression based gene signature associated with Tmeff2, an androgen regulated, tumor suppressor gene whose expression shows remarkable heterogeneity in PCa. Gene expression was confirmed by qRT-PCR. Correlation of the signature with disease outcome (time to recurrence) was retrospectively evaluated in four geographically different cohorts of patients that underwent RP (834 samples), using multivariate logistical regression analysis. Multivariate analyses were adjusted for standard clinicopathological variables. Performance of the signature was compared to previously described gene expression based signatures using the SigCheck software. Results Low levels of TMEFF2 mRNA significantly (p < 0.0001) correlated with reduced disease-free survival (DFS) in patients from the Memorial Sloan Kettering Cancer Center (MSKCC) dataset. We identified a panel of 11 TMEFF2 regulated cell cycle related genes (TMCC11), with strong prognostic value. TMCC11 expression was significantly associated with time to recurrence after prostatectomy in four geographically different patient cohorts (2.9 ≤ HR ≥ 4.1; p ≤ 0.002), served as an independent indicator of poor prognosis in the four RP cohorts (1.96 ≤ HR ≥ 4.28; p ≤ 0.032) and improved the prognostic value of standard clinicopathological markers. The prognostic ability of TMCC11 panel exceeded previously published oncogenic gene signatures (p = 0.00017). Conclusions This study provides evidence that the TMCC11 gene signature is a robust independent prognostic marker for PCa, reveals the value of using highly heterogeneously expressed genes, like Tmeff2, as guides to discover prognostic indicators, and suggests the possibility that low Tmeff2 expression marks a distinct subclass of PCa. Electronic supplementary material The online version of this article (10.1186/s12885-019-5592-6) contains supplementary material, which is available to authorized users.
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Tiwari A, Mukherjee B, Hassan MK, Pattanaik N, Jaiswal AM, Dixit M. Reduced FRG1 expression promotes prostate cancer progression and affects prostate cancer cell migration and invasion. BMC Cancer 2019; 19:346. [PMID: 30975102 PMCID: PMC6458714 DOI: 10.1186/s12885-019-5509-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Accepted: 03/25/2019] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Prostate cancer is the most common form of cancer in males and accounts for high cancer related deaths. Therapeutic advancement in prostate cancer has not been able to reduce the mortality burden of prostate cancer, which warrants further research. FRG1 which affects angiogenesis and cell migration in Xenopus, can be a potential player in tumorigenesis. In this study, we investigated the role of FRG1 in prostate cancer progression. METHODS Immunohistochemistry was performed to determine FRG1 expression in patient samples. FRG1 expression perturbation was done to investigate the effect of FRG1 on cell proliferation, migration and invasion, in DU145, PC3 and LNCaP cells. To understand the mechanism, we checked expression of various cytokines and MMPs by q-RT PCR, signaling molecules by western blot, in FRG1 perturbation sets. Results were validated by use of pharmacological inhibitor and activator and, western blot. RESULTS In prostate cancer tissue, FRG1 levels were significantly reduced, compared to the uninvolved counterpart. FRG1 expression showed variable effect on PC3 and DU145 cell proliferation. FRG1 levels consistently affected cell migration and invasion, in both DU145 and PC3 cells. Ectopic expression of FRG1 led to significant reduction in cell migration and invasion in both DU145 and PC3 cells, reverse trends were observed with FRG1 knockdown. In androgen receptor positive cell line LNCaP, FRG1 doesn't affect any of the cell properties. FRG1 knockdown led to significantly enhanced expression of GM-CSF, MMP1, PDGFA and CXCL1, in PC3 cells and, in DU145, it led to higher expression of GM-CSF, MMP1 and PLGF. Interestingly, FRG1 knockdown in both the cell lines led to activation of p38 MAPK. Pharmacological activation of p38 MAPK led to increase in the expression of GM-CSF and PLGF in DU145 whereas in PC3 it led to enhanced expression of GM-CSF, MMP1 and CXCL1. On the other hand, inhibition of p38 MAPK led to reduction in the expression of above mentioned cytokines. CONCLUSION FRG1 expression is reduced in prostate adenocarcinoma tissue. FRG1 expression affects migration and invasion in AR negative prostate cancer cells through known MMPs and cytokines, which may be mediated primarily via p38 MAPK activation.
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Affiliation(s)
- Ankit Tiwari
- School of Biological Sciences, National Institute of Science Education and Research Bhubaneswar, HBNI, PO: Bhimpur-Padanpur, Via: Jatni, Odisha, 752050, India
| | - Bratati Mukherjee
- School of Biological Sciences, National Institute of Science Education and Research Bhubaneswar, HBNI, PO: Bhimpur-Padanpur, Via: Jatni, Odisha, 752050, India
| | - Md Khurshidul Hassan
- School of Biological Sciences, National Institute of Science Education and Research Bhubaneswar, HBNI, PO: Bhimpur-Padanpur, Via: Jatni, Odisha, 752050, India
| | - Niharika Pattanaik
- SRL Diagnostics Ltd, Plot 2084, Hall Plot 339/4820, Goutam Nagar Unit no. 28, Bhubaneswar, Odisha, 751014, India
| | - Archita Mohanty Jaiswal
- SRL Diagnostics Ltd, Plot 2084, Hall Plot 339/4820, Goutam Nagar Unit no. 28, Bhubaneswar, Odisha, 751014, India
| | - Manjusha Dixit
- School of Biological Sciences, National Institute of Science Education and Research Bhubaneswar, HBNI, PO: Bhimpur-Padanpur, Via: Jatni, Odisha, 752050, India.
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39
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Guan Y, Shi H, Xiao T. NUAK1 knockdown suppresses prostate cancer cell epithelial-mesenchymal transition, migration, and invasion through microRNA-30b-5p. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2018; 11:5694-5704. [PMID: 31949655 PMCID: PMC6963066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Accepted: 11/13/2018] [Indexed: 06/10/2023]
Abstract
OBJECTIVE Prostate cancer is one of the most diagnosed malignancies in men worldwide. Novel (nua) kinase family 1 (NUAK1) is a member of adenosine monophosphate (AMP)-related kinase which participates in varying cancers progression. However, the role of NUAK1 in prostate tumorigenesis has not been fully characterized. The aim of this study was to elucidate the potential biological role of NUAK1 in prostate cancer. METHODS Quantitative real-time PCR (qRT-PCR) was performed to determine the expression levels of NUAK1 and microRNA-30b-5p (miRNA-30b-5p) in prostate cancer cell lines and samples. Western blot was conducted to explore the related protein levels of epithelial-mesenchymal transition (EMT) and NUAK1 expression in prostate cancer cells. Trans-well test was used to assay prostate cancer cell migration and invasion. Luciferase assays were employed to probe the interaction between NUAK1 and miR-30b-5p. RESULTS NUAK1 abundance was enhanced in prostate cancer tissues and cell lines. The knockdown of NUAK1 may inhibit prostate cancer cells EMT, migration and invasion. Luciferase assays suggested NUAK1 was a target gene of miR-30b-5p. Furthermore, miR-30b-5p suppressed EMT, migration, and invasion in prostate cancer cells and introduction of NUAK1 abated the inhibitory effect. CONCLUSIONS Both of NUAK1 and miR-30b-5p were required for prostate cancer progression. NUAK1 interference limited prostate cancer cell EMT, migration and invasion by miRNA-30b-5p modulating, providing a promising therapeutic approach for prostate cancer.
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Affiliation(s)
- Yongjun Guan
- Department of Urology, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science China
| | - Hongbo Shi
- Department of Urology, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science China
| | - Tianlin Xiao
- Department of Urology, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science China
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Qian S, Xia J, Liu H, Zhang Y, Zhang L, Yu Y. Integrative transcriptome analysis identifies genes and pathways associated with enzalutamide resistance of prostate cancer. Aging Male 2018; 21:231-237. [PMID: 29316842 DOI: 10.1080/13685538.2018.1424129] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Abstract
BACKGROUND Enzalutamide, a novel androgen receptor (AR) signaling inhibitor, has been widely used to increase survival in patients with castration-resistant prostate cancer. However, resistance to enzalutamide invariably develops. METHODS To understand the underlying mechanisms of resistance to enzalutamide, we performed integrative analysis on multiple transcriptome datasets to identify those genes constantly up- or down-regulated in response to enzalutamide treatment. RESULTS There were 703 and 581 differentially expressed genes derived from enzalutamide-sensitive and -resistant cell lines, respectively. Functional enrichment analysis on these genes demonstrated that biological processes of cell proliferation and ubiquitin mediated proteolysis pathway are specifically disturbed in sensitive cell lines but not resistant ones. Such divergence explained why enzalutamide ineffective for resistant prostate cancer. CONCLUSIONS Taken together, the present study revealed a set of critical genes, which can provide etiologic clues as to enzalutamide-resistant prostate cancer and guide novel therapeutic approaches.
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Affiliation(s)
- Subo Qian
- a Department of Urology , Xinhua Hospital, Shanghai Jiao Tong University School of Medicine , Shanghai , P.R. China
| | - Jia Xia
- a Department of Urology , Xinhua Hospital, Shanghai Jiao Tong University School of Medicine , Shanghai , P.R. China
| | - Hailong Liu
- a Department of Urology , Xinhua Hospital, Shanghai Jiao Tong University School of Medicine , Shanghai , P.R. China
| | - Yu Zhang
- b Day Ward , Xinhua Hospital, Shanghai Jiao Tong University School of Medicine , Shanghai , P.R. China
| | - Lin Zhang
- a Department of Urology , Xinhua Hospital, Shanghai Jiao Tong University School of Medicine , Shanghai , P.R. China
| | - Yongjiang Yu
- a Department of Urology , Xinhua Hospital, Shanghai Jiao Tong University School of Medicine , Shanghai , P.R. China
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Elfandy H, Armenia J, Pederzoli F, Pullman E, Pertega-Gomes N, Schultz N, Viswanathan K, Vosoughi A, Blattner M, Stopsack KH, Zadra G, Penney KL, Mosquera JM, Tyekucheva S, Mucci LA, Barbieri C, Loda M. Genetic and Epigenetic Determinants of Aggressiveness in Cribriform Carcinoma of the Prostate. Mol Cancer Res 2018; 17:446-456. [PMID: 30333152 DOI: 10.1158/1541-7786.mcr-18-0440] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Revised: 08/24/2018] [Accepted: 10/09/2018] [Indexed: 12/22/2022]
Abstract
Among prostate cancers containing Gleason pattern 4, cribriform morphology is associated with unfavorable clinicopathologic factors, but its genetic features and association with long-term outcomes are incompletely understood. In this study, genetic, transcriptional, and epigenetic features of invasive cribriform carcinoma (ICC) tumors were compared with non-cribriform Gleason 4 (NC4) in The Cancer Genome Atlas (TCGA) cohort. ICC (n = 164) had distinctive molecular features when compared with NC4 (n = 102). These include: (i) increased somatic copy number variations (SCNV), specifically deletions at 6q, 8p and 10q, which encompassed PTEN and MAP3K7 losses and gains at 3q; (ii) increased SPOP mut and ATMmut ; (iii) enrichment for mTORC1 and MYC pathways by gene expression; and (iv) increased methylation of selected genes. In addition, when compared with the metastatic prostate cancer, ICC clustered more closely to metastatic prostate cancer than NC4. Validation in clinical cohorts and genomically annotated murine models confirmed the association with SPOPmut (n = 38) and PTENloss (n = 818). The association of ICC with lethal disease was evaluated in the Health Professionals Follow-up Study (HPFS) and Physicians' Health Study (PHS) prospective prostate cancer cohorts (median follow-up, 13.4 years; n = 818). Patients with ICC were more likely to develop lethal cancer [HR, 1.62; 95% confidence interval (CI), 1.05-2.49], independent from Gleason score (GS). IMPLICATIONS: ICC has a distinct molecular phenotype that resembles metastatic prostate cancer and is associated with progression to lethal disease.
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Affiliation(s)
- Habiba Elfandy
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Pathology, National Cancer Institute, Cairo University, Cairo, Egypt
| | - Joshua Armenia
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Eli Pullman
- George Washington University, Washington, D.C
| | - Nelma Pertega-Gomes
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | | | | | - Aram Vosoughi
- Department of Pathology, Weill Cornell Medicine, New York, NY, USA.,Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, New York
| | - Mirjam Blattner
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, New York.,Department of Urology, Weill Cornell Medicine, New York, New York
| | - Konrad H Stopsack
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Giorgia Zadra
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Kathryn L Penney
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.,Department of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Juan Miguel Mosquera
- Department of Pathology, Weill Cornell Medicine, New York, NY, USA.,Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, New York
| | - Svitlana Tyekucheva
- Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Biostatistics, Harvard TH Chan School of Public Health, Boston, Massachusetts
| | - Lorelei A Mucci
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Christopher Barbieri
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, New York.,Department of Urology, Weill Cornell Medicine, New York, New York
| | - Massimo Loda
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts. .,Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.,The Broad Institute, Cambridge, Massachusetts
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42
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Rivero JR, Thompson IM, Liss MA, Kaushik D. Chemoprevention in Prostate Cancer: Current Perspective and Future Directions. Cold Spring Harb Perspect Med 2018; 8:cshperspect.a030494. [PMID: 29311128 DOI: 10.1101/cshperspect.a030494] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Chemoprevention of prostate cancer aims to reduce the mortality as well as the public burden of overdetection, which increases anxiety, cost, and morbidity related to the disease. The role of 5-α-reductase inhibitors has been well investigated and shown to decrease the risk of prostate cancer. No current evidence exists to encourage the use of nutrients or vitamins as chemopreventive agents. The modulation of inflammation is one of the most promising targets for chemoprevention of prostate cancer.
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Affiliation(s)
- J Ricardo Rivero
- Department of Urology, University of Texas Health Science Center at San Antonio, San Antonio, Texas 78229
| | - Ian M Thompson
- Department of Urology, University of Texas Health Science Center at San Antonio, San Antonio, Texas 78229.,Cancer Therapy and Research Center, University of Texas Health Science Center at San Antonio, San Antonio, Texas 78229
| | - Michael A Liss
- Department of Urology, University of Texas Health Science Center at San Antonio, San Antonio, Texas 78229.,Cancer Therapy and Research Center, University of Texas Health Science Center at San Antonio, San Antonio, Texas 78229
| | - Dharam Kaushik
- Department of Urology, University of Texas Health Science Center at San Antonio, San Antonio, Texas 78229.,Cancer Therapy and Research Center, University of Texas Health Science Center at San Antonio, San Antonio, Texas 78229
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43
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High expression of NPRL2 is linked to poor prognosis in patients with prostate cancer. Hum Pathol 2018; 76:141-148. [DOI: 10.1016/j.humpath.2018.02.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Revised: 02/02/2018] [Accepted: 02/07/2018] [Indexed: 02/05/2023]
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44
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O'Bryant D, Wang Z. The essential role of WD repeat domain 77 in prostate tumor initiation induced by Pten loss. Oncogene 2018; 37:4151-4163. [PMID: 29706654 DOI: 10.1038/s41388-018-0254-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Revised: 02/06/2018] [Accepted: 03/09/2018] [Indexed: 12/30/2022]
Abstract
Prostate cancer is the most commonly diagnosed malignancy among men, but few genetic factors that drive prostate cancer initiation have been identified. The WD repeat domain 77 (Wdr77) protein is essential for cellular proliferation when localizes in the cytoplasm of epithelial cells at the early stage of prostate development. In the adult prostate, it is transported into the nucleus and functions as a co-regulator of the androgen receptor to promote cellular differentiation and prostate function. This developmental process is reversed during prostate tumorigenesis, i.e., Wdr77 is translocated from the nucleus into the cytoplasm to drive proliferation of prostate cancer cells. In this study, we used in vivo genetic studies to further investigate the role of Wdr77 in prostate tumorigenesis. We found that prostate-specific deletion of Wdr77 abolished prostate tumor initiation induced by loss of the tumor suppressor Pten. Mechanistically, Wdr77 ablation inhibited E2F3 activation and enhanced TGFβ signaling, leading to attenuated cellular proliferation induced by loss of Pten. These findings establish a critical role of Wdr77 for prostate tumor initiation.
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Affiliation(s)
- Deon O'Bryant
- Department of Biological Sciences, The Center for Cancer Research and Therapeutic Development, Clark Atlanta University, Atlanta, GA, 30314, USA
| | - Zhengxin Wang
- Department of Biological Sciences, The Center for Cancer Research and Therapeutic Development, Clark Atlanta University, Atlanta, GA, 30314, USA.
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45
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Lai X, Su W, Zhao H, Yang S, Zeng T, Wu W, Wang D. Loss of scinderin decreased expression of epidermal growth factor receptor and promoted apoptosis of castration-resistant prostate cancer cells. FEBS Open Bio 2018; 8:743-750. [PMID: 29744289 PMCID: PMC5929937 DOI: 10.1002/2211-5463.12412] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 01/29/2018] [Accepted: 02/10/2018] [Indexed: 12/28/2022] Open
Abstract
Most patients with prostate cancer will eventually develop the castration-resistant form characterised by metastasis. Cytoskeleton constituents, including F-actin, play important roles in maintaining epithelial integrity and their disruption is a major cause of cancer progression. We previously showed that scinderin (SCIN), an important regulator of F-actin organisation, is highly expressed in poorly differentiated cancer tissues. This study aimed to explore the mechanism of its regulation of cell proliferation. We discovered that SCIN knockdown significantly downregulated epidermal growth factor receptor (EGFR) protein expression, and inhibited epidermal growth factor (EGF)-mediated cell proliferation and activation of the downstream mitogen-activated protein kinase kinase (MEK)/extracellular signal-regulated kinase (ERK) signalling pathway. Silencing of SCIN promoted apoptosis in two cell lines (PC-3 and DU145), inhibited B-cell lymphoma-extra-large (Bcl-xl) expression and activated caspase signalling. Furthermore, in vivo studies showed that SCIN deletion slowed tumour growth and decreased EGFR expression. Thus, we conclude that SCIN promotes prostate cancer cell survival by stabilising EGFR and MEK/ERK signalling.
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Affiliation(s)
- Xiaofeng Lai
- State Key Laboratory of Cancer Biology Department of Biochemistry and Molecular Biology The Fourth Military Medical University Xi'an China
| | - Weipeng Su
- Department of Urology Fuzhou General Hospital Fujian Medical University Fuzhou China
| | - Hu Zhao
- Department of Urology Fuzhou General Hospital (Dongfang Hospital) Xiamen University Fuzhou China
| | - Shunliang Yang
- Department of Urology Fuzhou General Hospital Fujian Medical University Fuzhou China
| | - Tengyue Zeng
- Department of Urology Fuzhou General Hospital Fujian Medical University Fuzhou China
| | - Weizhen Wu
- Department of Urology Fuzhou General Hospital Fujian Medical University Fuzhou China
| | - Dong Wang
- Department of Urology Fuzhou General Hospital Fujian Medical University Fuzhou China
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46
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Maßberg D, Jovancevic N, Offermann A, Simon A, Baniahmad A, Perner S, Pungsrinont T, Luko K, Philippou S, Ubrig B, Heiland M, Weber L, Altmüller J, Becker C, Gisselmann G, Gelis L, Hatt H. The activation of OR51E1 causes growth suppression of human prostate cancer cells. Oncotarget 2018; 7:48231-48249. [PMID: 27374083 PMCID: PMC5217014 DOI: 10.18632/oncotarget.10197] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2015] [Accepted: 06/06/2016] [Indexed: 01/23/2023] Open
Abstract
The development of prostate cancer (PCa) is regulated by the androgen-dependent activity of the androgen receptor (AR). Androgen-deprivation therapy (ADT) is therefore the gold standard treatment to suppress malignant progression of PCa. Nevertheless, due to the development of castration resistance, recurrence of disease after initial response to ADT is a major obstacle to successful treatment. As G-protein coupled receptors play a fundamental role in PCa physiology, they might represent promising alternative or combinatorial targets for advanced diseases. Here, we verified gene expression of the olfactory receptors (ORs) OR51E1 [prostate-specific G-protein coupled receptor 2 (PSGR2)] and OR51E2 (PSGR) in human PCa tissue by RNA-Seq analysis and RT-PCR and elucidated the subcellular localization of both receptor proteins in human prostate tissue. The OR51E1 agonist nonanoic acid (NA) leads to the phosphorylation of various protein kinases and growth suppression of the PCa cell line LNCaP. Furthermore, treatment with NA causes reduction of androgen-mediated AR target gene expression. Interestingly, NA induces cellular senescence, which coincides with reduced E2F1 mRNA levels. In contrast, treatment with the structurally related compound 1-nonanol or the OR2AG1 agonist amyl butyrate, neither of which activates OR51E1, did not lead to reduced cell growth or an induction of cellular senescence. However, decanoic acid, another OR51E1 agonist, also induces cellular senescence. Thus, our results suggest the involvement of OR51E1 in growth processes of PCa cells and its impact on AR-mediated signaling. These findings provide novel evidences to support the functional importance of ORs in PCa pathogenesis.
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Affiliation(s)
- Désirée Maßberg
- Department of Cell Physiology, Ruhr-University Bochum, Bochum, Germany
| | | | - Anne Offermann
- Pathology of the University Hospital of Luebeck and the Leibniz Research Center Borstel, Luebeck and Borstel, Germany
| | - Annika Simon
- Department of Cell Physiology, Ruhr-University Bochum, Bochum, Germany
| | - Aria Baniahmad
- Institute of Human Genetics, Jena University Hospital, Jena, Germany
| | - Sven Perner
- Pathology of the University Hospital of Luebeck and the Leibniz Research Center Borstel, Luebeck and Borstel, Germany
| | | | - Katarina Luko
- Institute of Human Genetics, Jena University Hospital, Jena, Germany
| | - Stathis Philippou
- Institute for Pathology und Cytology, Augusta-Kranken-Anstalt gGmbH Bochum, Bochum, Germany
| | - Burkhard Ubrig
- Clinic for Urology, Augusta-Kranken-Anstalt gGmbH Bochum, Bochum, Germany
| | - Markus Heiland
- Clinic for Urology, Augusta-Kranken-Anstalt gGmbH Bochum, Bochum, Germany
| | - Lea Weber
- Department of Cell Physiology, Ruhr-University Bochum, Bochum, Germany
| | | | | | - Günter Gisselmann
- Department of Cell Physiology, Ruhr-University Bochum, Bochum, Germany
| | - Lian Gelis
- Department of Cell Physiology, Ruhr-University Bochum, Bochum, Germany.,Present address: Global Drug Discovery - Clinical Sciences, Bayer Pharma AG, Wuppertal, Germany
| | - Hanns Hatt
- Department of Cell Physiology, Ruhr-University Bochum, Bochum, Germany
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47
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Sorrentino C, Ciummo SL, Cipollone G, Caputo S, Bellone M, Di Carlo E. Interleukin-30/IL27p28 Shapes Prostate Cancer Stem-like Cell Behavior and Is Critical for Tumor Onset and Metastasization. Cancer Res 2018; 78:2654-2668. [PMID: 29487200 DOI: 10.1158/0008-5472.can-17-3117] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2017] [Revised: 12/01/2017] [Accepted: 02/22/2018] [Indexed: 11/16/2022]
Abstract
Prostate cancer stem-like cells (PCSLC) are believed to be responsible for prostate cancer onset and metastasis. Autocrine and microenvironmental signals dictate PCSLC behavior and patient outcome. In prostate cancer patients, IL30/IL27p28 has been linked with tumor progression, but the mechanisms underlying this link remain mostly elusive. Here, we asked whether IL30 may favor prostate cancer progression by conditioning PCSLCs and assessed the value of blocking IL30 to suppress tumor growth. IL30 was produced by PCSLCs in human and murine prostatic intraepithelial neoplasia and displayed significant autocrine and paracrine effects. PCSLC-derived IL30 supported PCSLC viability, self-renewal and tumorigenicity, expression of inflammatory mediators and growth factors, tumor immune evasion, and regulated chemokine and chemokine receptor genes, primarily via STAT1/STAT3 signaling. IL30 overproduction by PCSLCs promoted tumor onset and development associated with increased proliferation, vascularization, and myeloid cell recruitment. Furthermore, it promoted PCSLC dissemination to lymph nodes and bone marrow by upregulating the CXCR5/CXCL13 axis, and drove metastasis to lungs through the CXCR4/CXCL12 axis. These mechanisms were drastically hindered by IL30 knockdown or knockout in PCSLCs. Collectively, these results mark IL30 as a key driver of PCSLC behavior. Targeting IL30 signaling may be a potential therapeutic strategy against prostate cancer progression and recurrence.Significance: IL30 plays an important role in regulating prostate cancer stem-like cell behavior and metastatic potential, therefore targeting this cytokine could hamper prostate cancer progression or recurrence. Cancer Res; 78(10); 2654-68. ©2018 AACR.
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Affiliation(s)
- Carlo Sorrentino
- Division of Anatomic Pathology, "SS Annunziata" Hospital, Chieti, Italy.,Ce.S.I.-Me.T, Aging Research Center, Anatomic Pathology and Immuno-Oncology Unit, "G. d'Annunzio" University of Chieti-Pescara, Chieti, Italy.,Department of Medicine and Sciences of Aging, Division of Anatomic Pathology and Molecular Medicine, "G. d'Annunzio" University of Chieti-Pescara, Chieti, Italy
| | - Stefania L Ciummo
- Division of Anatomic Pathology, "SS Annunziata" Hospital, Chieti, Italy.,Ce.S.I.-Me.T, Aging Research Center, Anatomic Pathology and Immuno-Oncology Unit, "G. d'Annunzio" University of Chieti-Pescara, Chieti, Italy.,Department of Medicine and Sciences of Aging, Division of Anatomic Pathology and Molecular Medicine, "G. d'Annunzio" University of Chieti-Pescara, Chieti, Italy
| | - Giuseppe Cipollone
- General and Thoracic Surgery, "SS Annunziata" Hospital, Chieti, Italy.,Department of Medical, Oral and Biotechnological Sciences, "G. d'Annunzio" University of Chieti-Pescara, Chieti, Italy
| | - Sara Caputo
- Cellular Immunology Unit, San Raffaele Scientific Institute, Milan, Italy
| | - Matteo Bellone
- Cellular Immunology Unit, San Raffaele Scientific Institute, Milan, Italy
| | - Emma Di Carlo
- Division of Anatomic Pathology, "SS Annunziata" Hospital, Chieti, Italy. .,Ce.S.I.-Me.T, Aging Research Center, Anatomic Pathology and Immuno-Oncology Unit, "G. d'Annunzio" University of Chieti-Pescara, Chieti, Italy.,Department of Medicine and Sciences of Aging, Division of Anatomic Pathology and Molecular Medicine, "G. d'Annunzio" University of Chieti-Pescara, Chieti, Italy
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48
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Prekovic S, Van den Broeck T, Moris L, Smeets E, Claessens F, Joniau S, Helsen C, Attard G. Treatment-induced changes in the androgen receptor axis: Liquid biopsies as diagnostic/prognostic tools for prostate cancer. Mol Cell Endocrinol 2018; 462:56-63. [PMID: 28882555 DOI: 10.1016/j.mce.2017.08.020] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Revised: 08/26/2017] [Accepted: 08/31/2017] [Indexed: 02/06/2023]
Abstract
Prostate cancer progression and treatment relapse is associated with changes in the androgen receptor axis, and analysis of alternations of androgen receptor signaling is valuable for prognostics and treatment optimization. The profile of androgen receptor axis is currently obtained from biopsy specimens, which are not always easy to obtain. Moreover, the information acquired only provides a snapshot of the tumor biology, with strict spatial and temporal limitations. On the other hand, circulation is easily accessible source of both circulating tumor cells and circulating tumor DNA, which can be sampled at numerous time points. This Review will explore the potential use of androgen receptor axis alternations detectable in the blood in therapeutic decision-making and precision medicine for advancing metastatic castration-resistant prostate cancer.
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Affiliation(s)
- S Prekovic
- Molecular Endocrinology Laboratory, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium; Department of Oncogenomics, Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands.
| | - T Van den Broeck
- Molecular Endocrinology Laboratory, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium; Department of Urology, University Hospitals Leuven, Herestraat 49, Leuven 3000, Belgium
| | - L Moris
- Molecular Endocrinology Laboratory, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - E Smeets
- Molecular Endocrinology Laboratory, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - F Claessens
- Molecular Endocrinology Laboratory, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - S Joniau
- Department of Urology, University Hospitals Leuven, Herestraat 49, Leuven 3000, Belgium
| | - C Helsen
- Molecular Endocrinology Laboratory, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - G Attard
- The Institute of Cancer Research, London SM2 5NG, UK; Royal Marsden National Health Service Foundation Trust, London SM2 5PT, UK
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49
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Leu WJ, Swain SP, Chan SH, Hsu JL, Liu SP, Chan ML, Yu CC, Hsu LC, Chou YL, Chang WL, Hou DR, Guh JH. Non-immunosuppressive triazole-based small molecule induces anticancer activity against human hormone-refractory prostate cancers: the role in inhibition of PI3K/AKT/mTOR and c-Myc signaling pathways. Oncotarget 2018; 7:76995-77009. [PMID: 27769069 PMCID: PMC5363565 DOI: 10.18632/oncotarget.12765] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2016] [Accepted: 10/14/2016] [Indexed: 12/14/2022] Open
Abstract
A series of triazole-based small molecules that mimic FTY720-mediated anticancer activity but minimize its immunosuppressive effect have been produced. SPS-7 is the most effective derivative displaying higher activity than FTY720 in anti-proliferation against human hormone-refractory prostate cancer (HRPC). It induced G1 arrest of cell cycle and subsequent apoptosis in thymidine block-mediated synchronization model. The data were supported by a decrease of cyclin D1 expression, a dramatic increase of p21 expression and an associated decrease in RB phosphorylation. c-Myc overexpression replenished protein levels of cyclin D1 indicating that c-Myc was responsible for cell cycle regulation. PI3K/Akt/mTOR signaling pathways through p70S6K- and 4EBP1-mediated translational regulation are critical to cell proliferation and survival. SPS-7 significantly inhibited this translational pathway. Overexpression of Myr-Akt (constitutively active Akt) completely abolished SPS-7-induced inhibitory effect on mTOR/p70S6K/4EBP1 signaling and c-Myc protein expression, suggesting that PI3K/Akt serves as a key upstream regulator. SPS-7 also demonstrated substantial anti-tumor efficacy in an in vivo xenograft study using PC-3 mouse model. Notably, FTY720 but not SPS-7 induced a significant immunosuppressive effect as evidenced by depletion of marginal zone B cells, down-regulation of sphingosine-1-phosphate receptors and a decrease in peripheral blood lymphocytes. In conclusion, the data suggest that SPS-7 is not an immunosuppressant while induces anticancer effect against HRPC through inhibition of Akt/mTOR/p70S6K pathwaysthat down-regulate protein levels of both c-Myc and cyclin D1, leading to G1 arrest of cell cycle and subsequent apoptosis. The data also indicate the potential of SPS-7 since PI3K/Akt signalingis responsive for the genomic alterations in prostate cancer.
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Affiliation(s)
- Wohn-Jenn Leu
- School of Pharmacy, National Taiwan University, Taipei, Taiwan
| | | | - She-Hung Chan
- School of Pharmacy, National Taiwan University, Taipei, Taiwan
| | - Jui-Ling Hsu
- School of Pharmacy, National Taiwan University, Taipei, Taiwan
| | - Shih-Ping Liu
- Department of Urology, National Taiwan University Hospital, Taipei, Taiwan
| | - Mei-Ling Chan
- School of Pharmacy, National Taiwan University, Taipei, Taiwan
| | - Chia-Chun Yu
- School of Pharmacy, National Taiwan University, Taipei, Taiwan
| | - Lih-Ching Hsu
- School of Pharmacy, National Taiwan University, Taipei, Taiwan
| | - Yen-Lin Chou
- Department of Chemistry, National Central University, Jhong-li, Taoyuan, Taiwan
| | - Wei-Ling Chang
- School of Pharmacy, National Taiwan University, Taipei, Taiwan
| | - Duen-Ren Hou
- Department of Chemistry, National Central University, Jhong-li, Taoyuan, Taiwan
| | - Jih-Hwa Guh
- School of Pharmacy, National Taiwan University, Taipei, Taiwan
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50
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Denisenko TV, Budkevich IN, Zhivotovsky B. Cell death-based treatment of lung adenocarcinoma. Cell Death Dis 2018; 9:117. [PMID: 29371589 PMCID: PMC5833343 DOI: 10.1038/s41419-017-0063-y] [Citation(s) in RCA: 418] [Impact Index Per Article: 69.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Revised: 08/18/2017] [Accepted: 09/13/2017] [Indexed: 12/13/2022]
Abstract
The most common type of lung cancer is adenocarcinoma (ADC), comprising around 40% of all lung cancer cases. In spite of achievements in understanding the pathogenesis of this disease and the development of new approaches in its treatment, unfortunately, lung ADC is still one of the most aggressive and rapidly fatal tumor types with overall survival less than 5 years. Lung ADC is often diagnosed at advanced stages involving disseminated metastatic tumors. This is particularly important for the successful development of new approaches in cancer therapy. The high resistance of lung ADC to conventional radiotherapies and chemotherapies represents a major challenge for treatment effectiveness. Here we discuss recent advances in understanding the molecular pathways driving tumor progression and related targeted therapies in lung ADCs. In addition, the cell death mechanisms induced by different treatment strategies and their contribution to therapy resistance are analyzed. The focus is on approaches to overcoming drug resistance in order to improve future treatment decisions.
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Affiliation(s)
- Tatiana V Denisenko
- Faculty of Medicine, MV Lomonosov Moscow State University, 119991, Moscow, Russia
| | - Inna N Budkevich
- Faculty of Medicine, MV Lomonosov Moscow State University, 119991, Moscow, Russia
| | - Boris Zhivotovsky
- Faculty of Medicine, MV Lomonosov Moscow State University, 119991, Moscow, Russia. .,Institute of Environmental Medicine, Division of Toxicology, Karolinska Institutet, Box 210, Stockholm, SE-171 77, Sweden.
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