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Dasgupta A, Roy S, Mondal T, Mandal NS, Karmakar D. Implications and relative importance of GSTP1, GSTM1, and GSTT1 Polymorphisms in the prevalence and severity of prostate cancer in an Eastern Indian Population. MEDICAL JOURNAL OF DR. D.Y. PATIL VIDYAPEETH 2022. [DOI: 10.4103/mjdrdypu.mjdrdypu_230_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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2
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Santric V, Dragicevic D, Matic M, Djokic M, Pljesa-Ercegovac M, Radic T, Suvakov S, Nikitovic M, Stankovic V, Milojevic B, Radovanovic M, Dzamic Z, Simic T, Savic-Radojevic A. Polymorphisms in Genes Encoding Glutathione Transferase Pi and Glutathione Transferase Omega Influence Prostate Cancer Risk and Prognosis. Front Mol Biosci 2021; 8:620690. [PMID: 33937322 PMCID: PMC8079946 DOI: 10.3389/fmolb.2021.620690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Accepted: 02/08/2021] [Indexed: 12/24/2022] Open
Abstract
Considering the pleiotropic roles of glutathione transferase (GST) omega class members in redox homeostasis, we hypothesized that polymorphisms in GSTO1 and GSTO2 might contribute to prostate cancer (PC) development and progression. Therefore, we performed a comprehensive analysis of GSTO1 and GSTO2 SNPs' role in susceptibility to PC, as well as whether they might serve as prognostic biomarkers independently or in conjunction with other common GST polymorphisms (GSTM1, GSTT1, and GSTP1). Genotyping was performed in 237 PC cases and 236 age-matched controls by multiplex PCR for deletion of GST polymorphisms and quantitative PCR for SNPs. The results of this study, for the first time, demonstrated that homozygous carriers of both GSTO1*A/A and GSTO2*G/G variant genotypes are at increased risk of PC. This was further confirmed by haplotype analysis, which showed that H2 comprising both GSTO1*A and GSTO2*G variant alleles represented a high-risk combination. However, the prognostic relevance of polymorphisms in GST omega genes was not found in our cohort of PC patients. Analysis of the role of other investigated GST polymorphisms (GSTM1, GSTT1, and GSTP1) in terms of PC prognosis has shown shorter survival in carriers of GSTP1*T/T (rs1138272) genotype than in those carrying at least one referent allele. In addition, the presence of GSTP1*T/T genotype independently predicted a four-fold higher risk of overall mortality among PC patients. This study demonstrated a significant prognostic role of GST polymorphism in PC.
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Affiliation(s)
- Veljko Santric
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia.,Clinic of Urology, Clinical Center of Serbia, Belgrade, Serbia
| | - Dejan Dragicevic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia.,Clinic of Urology, Clinical Center of Serbia, Belgrade, Serbia
| | - Marija Matic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia.,Institute of Medical and Clinical Biochemistry, Belgrade, Serbia
| | - Milica Djokic
- Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Marija Pljesa-Ercegovac
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia.,Institute of Medical and Clinical Biochemistry, Belgrade, Serbia
| | - Tanja Radic
- Institute of Mental Health, Belgrade, Serbia
| | - Sonja Suvakov
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia.,Institute of Medical and Clinical Biochemistry, Belgrade, Serbia
| | - Marina Nikitovic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia.,Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Vesna Stankovic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia.,Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Bogomir Milojevic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia.,Clinic of Urology, Clinical Center of Serbia, Belgrade, Serbia
| | - Milan Radovanovic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia.,Clinic of Urology, Clinical Center of Serbia, Belgrade, Serbia
| | - Zoran Dzamic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia.,Clinic of Urology, Clinical Center of Serbia, Belgrade, Serbia
| | - Tatjana Simic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia.,Institute of Medical and Clinical Biochemistry, Belgrade, Serbia.,Serbian Academy of Sciences and Arts, Belgrade, Serbia
| | - Ana Savic-Radojevic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia.,Institute of Medical and Clinical Biochemistry, Belgrade, Serbia
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3
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Gillette MA, Satpathy S, Cao S, Dhanasekaran SM, Vasaikar SV, Krug K, Petralia F, Li Y, Liang WW, Reva B, Krek A, Ji J, Song X, Liu W, Hong R, Yao L, Blumenberg L, Savage SR, Wendl MC, Wen B, Li K, Tang LC, MacMullan MA, Avanessian SC, Kane MH, Newton CJ, Cornwell M, Kothadia RB, Ma W, Yoo S, Mannan R, Vats P, Kumar-Sinha C, Kawaler EA, Omelchenko T, Colaprico A, Geffen Y, Maruvka YE, da Veiga Leprevost F, Wiznerowicz M, Gümüş ZH, Veluswamy RR, Hostetter G, Heiman DI, Wyczalkowski MA, Hiltke T, Mesri M, Kinsinger CR, Boja ES, Omenn GS, Chinnaiyan AM, Rodriguez H, Li QK, Jewell SD, Thiagarajan M, Getz G, Zhang B, Fenyö D, Ruggles KV, Cieslik MP, Robles AI, Clauser KR, Govindan R, Wang P, Nesvizhskii AI, Ding L, Mani DR, Carr SA. Proteogenomic Characterization Reveals Therapeutic Vulnerabilities in Lung Adenocarcinoma. Cell 2020; 182:200-225.e35. [PMID: 32649874 PMCID: PMC7373300 DOI: 10.1016/j.cell.2020.06.013] [Citation(s) in RCA: 475] [Impact Index Per Article: 95.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Revised: 03/06/2020] [Accepted: 06/03/2020] [Indexed: 12/24/2022]
Abstract
To explore the biology of lung adenocarcinoma (LUAD) and identify new therapeutic opportunities, we performed comprehensive proteogenomic characterization of 110 tumors and 101 matched normal adjacent tissues (NATs) incorporating genomics, epigenomics, deep-scale proteomics, phosphoproteomics, and acetylproteomics. Multi-omics clustering revealed four subgroups defined by key driver mutations, country, and gender. Proteomic and phosphoproteomic data illuminated biology downstream of copy number aberrations, somatic mutations, and fusions and identified therapeutic vulnerabilities associated with driver events involving KRAS, EGFR, and ALK. Immune subtyping revealed a complex landscape, reinforced the association of STK11 with immune-cold behavior, and underscored a potential immunosuppressive role of neutrophil degranulation. Smoking-associated LUADs showed correlation with other environmental exposure signatures and a field effect in NATs. Matched NATs allowed identification of differentially expressed proteins with potential diagnostic and therapeutic utility. This proteogenomics dataset represents a unique public resource for researchers and clinicians seeking to better understand and treat lung adenocarcinomas.
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Affiliation(s)
- Michael A Gillette
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, 02142, USA; Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA, 02115, USA.
| | - Shankha Satpathy
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, 02142, USA.
| | - Song Cao
- Department of Medicine and Genetics, Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO 63110, USA
| | | | - Suhas V Vasaikar
- Department of Translational Molecular Pathology, MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Karsten Krug
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, 02142, USA
| | - Francesca Petralia
- Department of Genetics and Genomic Sciences, Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Yize Li
- Department of Medicine and Genetics, Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - Wen-Wei Liang
- Department of Medicine and Genetics, Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - Boris Reva
- Department of Genetics and Genomic Sciences, Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Azra Krek
- Department of Genetics and Genomic Sciences, Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Jiayi Ji
- Department of Population Health Science and Policy; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Xiaoyu Song
- Department of Population Health Science and Policy; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Wenke Liu
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Runyu Hong
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Lijun Yao
- Department of Medicine and Genetics, Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - Lili Blumenberg
- Institute for Systems Genetics and Department of Medicine, NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Sara R Savage
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Michael C Wendl
- Department of Medicine and Genetics, Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - Bo Wen
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Kai Li
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Lauren C Tang
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, 02142, USA; Department of Biological Sciences, Columbia University, New York, NY, 10027, USA
| | - Melanie A MacMullan
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, 02142, USA; Mork Family Department of Chemical Engineering and Materials Science, University of Southern California, Los Angeles, CA, 90089, USA
| | - Shayan C Avanessian
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, 02142, USA
| | - M Harry Kane
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, 02142, USA
| | | | - MacIntosh Cornwell
- Institute for Systems Genetics and Department of Medicine, NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Ramani B Kothadia
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, 02142, USA
| | - Weiping Ma
- Department of Genetics and Genomic Sciences, Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Seungyeul Yoo
- Department of Genetics and Genomic Sciences, Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Rahul Mannan
- Department of Pathology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Pankaj Vats
- Department of Pathology, University of Michigan, Ann Arbor, MI, 48109, USA
| | | | - Emily A Kawaler
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Tatiana Omelchenko
- Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Antonio Colaprico
- Department of Public Health Sciences, University of Miami, Miller School of Medicine, Miami, FL, 33136, USA
| | - Yifat Geffen
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, 02142, USA
| | - Yosef E Maruvka
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, 02142, USA
| | | | - Maciej Wiznerowicz
- Poznan University of Medical Sciences, Poznań, 61-701, Poland; International Institute for Molecular Oncology, Poznań, 60-203, Poland
| | - Zeynep H Gümüş
- Department of Genetics and Genomic Sciences, Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Rajwanth R Veluswamy
- Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | | | - David I Heiman
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, 02142, USA
| | - Matthew A Wyczalkowski
- Department of Medicine and Genetics, Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - Tara Hiltke
- Office of Cancer Clinical Proteomics Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Mehdi Mesri
- Office of Cancer Clinical Proteomics Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Christopher R Kinsinger
- Office of Cancer Clinical Proteomics Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Emily S Boja
- Office of Cancer Clinical Proteomics Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Gilbert S Omenn
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Arul M Chinnaiyan
- Department of Pathology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Henry Rodriguez
- Office of Cancer Clinical Proteomics Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Qing Kay Li
- Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins Medical Institutions, Baltimore, MD, 21224, USA
| | - Scott D Jewell
- Van Andel Research Institute, Grand Rapids, MI, 49503, USA
| | - Mathangi Thiagarajan
- Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, 21702, USA
| | - Gad Getz
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, 02142, USA
| | - Bing Zhang
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, 77030, USA
| | - David Fenyö
- Institute for Systems Genetics and Department of Biochemistry and Molecular Pharmacology, NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Kelly V Ruggles
- Institute for Systems Genetics and Department of Medicine, NYU Grossman School of Medicine, New York, NY 10016, USA
| | - Marcin P Cieslik
- Department of Pathology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Ana I Robles
- Office of Cancer Clinical Proteomics Research, National Cancer Institute, Bethesda, MD, 20892, USA
| | - Karl R Clauser
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, 02142, USA
| | - Ramaswamy Govindan
- Division of Oncology and Siteman Cancer Center, Washington University School of Medicine in St. Louis, St. Louis, MO, 63110, USA
| | - Pei Wang
- Department of Genetics and Genomic Sciences, Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Alexey I Nesvizhskii
- Department of Pathology, University of Michigan, Ann Arbor, MI, 48109, USA; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Li Ding
- Department of Medicine and Genetics, Siteman Cancer Center, Washington University in St. Louis, St. Louis, MO 63110, USA
| | - D R Mani
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, 02142, USA
| | - Steven A Carr
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, 02142, USA.
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Gurioli G, Martignano F, Salvi S, Costantini M, Gunelli R, Casadio V. GSTP1 methylation in cancer: a liquid biopsy biomarker? Clin Chem Lab Med 2019; 56:702-717. [PMID: 29305565 DOI: 10.1515/cclm-2017-0703] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2017] [Accepted: 10/31/2017] [Indexed: 12/14/2022]
Abstract
The coding region of GSTP1 gene is preceded by a large CpG-rich region that is frequently affected by methylation. In many cancer types, GSTP1 is affected by hypermethylation and, as a consequence, it has a low expression. The aim of this review is to give an overview on GSTP1 methylation studies with a special focus on liquid biopsy, thus to summarize methods, results, sample types, different diseases, to have a complete information regarding this promising epigenetic biomarker. We used all the most valuable scientific search engines (PubMed, Medline, Scopus and Web of Science) searching the following keywords: GSTP1, methylation, cancer, urine, serum, plasma and blood. GSTP1 is a largely investigated tissue biomarker in several malignancies such as prostate, breast, lung and hepatocellular carcinoma with good performances especially for diagnostic purposes. As a liquid biopsy biomarker, it has been mainly investigated in prostate cancer (PCa) where it showed a high specificity but a low sensitivity; thus, it is recommended in combination with other biomarkers. Despite the large number of published papers and the promising results, GSTP1 has not yet entered the clinical practice even for PCa diagnosis. For this reason, further large and prospective studies are needed to validate this assay.
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Affiliation(s)
- Giorgia Gurioli
- Biosciences Laboratory, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Meldola, Italy
| | - Filippo Martignano
- Biosciences Laboratory, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Meldola, Italy.,Department of Medical Biotechnologies, University of Siena, Siena, Italy
| | - Samanta Salvi
- Biosciences Laboratory, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Meldola, Italy
| | - Matteo Costantini
- Pathology Unit, Department of Medical Oncology, Morgagni Pierantoni Hospital, Forlì, Italy
| | - Roberta Gunelli
- Department of Urology, Morgagni Pierantoni Hospital, Forli, Italy
| | - Valentina Casadio
- Biosciences Laboratory, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Meldola, Italy
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Association between Retinoic acid receptor-β hypermethylation and NSCLC risk: a meta-analysis and literature review. Oncotarget 2018; 8:5814-5822. [PMID: 28008143 PMCID: PMC5351591 DOI: 10.18632/oncotarget.14023] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Accepted: 12/12/2016] [Indexed: 02/06/2023] Open
Abstract
Emerging evidence indicates that Retinoic acid receptor-β (RARβ) is a tumor suppressor in many types of tumor. However, whether or not RARβ is a risk factor and is correlated to clinicopathological characteristics of non-small cell lung cancer (NSCLC) remains unclear. In this report, we performed a meta-analysis to determine the effects of RARβ hypermethylation on the incidence of NSCLC and clinicopathological characteristics in human NSCLC patients. Final valuation and analysis of 1780 cancer patients from 16 eligible studies was performed. RARβ hypermethylation was found to be significantly higher in NSCLC than in normal lung tissue, the pooled OR from 7 studies including 646 NSCLC and 580 normal lung tissues, OR = 6.05, 95% CI = 3.56-10.25, p<0.00001. RARβ hypermethylation was significantly higher in adenocarcinoma (AC) compared to squamous cell carcinoma (SCC), pooled OR is 0.68 (95% CI = 0.52-0.89, p = 0.005). RARβ hypermethylation was also found to occur significantly higher in smoker (n = 232) than non-smoker (n = 213) (OR = 2.46, 95% CI = 1.54-3.93, p = 0.0002). Our results indicate that RARβ hypermethylation correlates well with an increased risk in NSCLC patients. RARβ geneinactivation caused by RARβ methylation contributes the NSCLC tumorigenesis and may serve as a potential risk factor, diagnostic marker and drug target of NSCLC.
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Angulo JC, López JI, Ropero S. DNA Methylation and Urological Cancer, a Step Towards Personalized Medicine: Current and Future Prospects. Mol Diagn Ther 2017; 20:531-549. [PMID: 27501813 DOI: 10.1007/s40291-016-0231-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Urologic malignancies are some of the commonest tumors often curable when diagnosed at early stage. However, accurate diagnostic markers and faithful predictors of prognosis are needed to avoid over-diagnosis leading to overtreatment. Many promising exploratory studies have identified epigenetic markers in urinary malignancies based on DNA methylation, histone modification and non-coding ribonucleic acid (ncRNA) expression that epigenetically regulate gene expression. We review and discuss the current state of development and the future potential of epigenetic biomarkers for more accurate and less invasive detection of urological cancer, tumor recurrence and progression of disease serving to establish diagnosis and monitor treatment efficacies. The specific clinical implications of such methylation tests on therapeutic decisions and patient outcome and current limitations are also discussed.
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Affiliation(s)
- Javier C Angulo
- Servicio de Urología, Hospital Universitario de Getafe, Departamento Clínico, Facultad de Ciencias Biomédicas, Universidad Europea de Madrid, Laureate Universities, Hospital Universitario de Getafe, Carretera de Toledo Km 12.5, Getafe, 28905, Madrid, Spain.
| | - Jose I López
- Servicio de Anatomía Patológica, Hospital Universitario de Cruces, Instituto BioCruces,Universidad del País Vasco (UPV-EHU), Bilbao, Spain
| | - Santiago Ropero
- Departamento de Biología de Sistemas, Unidad Docente de Bioquímica y Biología Molecular, Universidad de Alcalá, Alcalá de Henares, Madrid, Spain
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Effet du sulforaphane chez les hommes présentant une récidive biologique après prostatectomie totale. ONCOLOGIE 2016. [DOI: 10.1007/s10269-016-2650-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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8
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Angulo JC, Lopez JI, Dorado JF, Sanchez-Chapado M, Colas B, Ropero S. A DNA Hypermethylation Profile Independently Predicts Biochemical Recurrence Following Radical Prostatectomy. Urol Int 2016; 97:16-25. [DOI: 10.1159/000446446] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2016] [Accepted: 04/25/2016] [Indexed: 11/19/2022]
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Development and prospective multicenter evaluation of the long noncoding RNA MALAT-1 as a diagnostic urinary biomarker for prostate cancer. Oncotarget 2015; 5:11091-102. [PMID: 25526029 PMCID: PMC4294360 DOI: 10.18632/oncotarget.2691] [Citation(s) in RCA: 142] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2014] [Accepted: 11/04/2014] [Indexed: 02/05/2023] Open
Abstract
The current strategy for diagnosing prostate cancer (PCa) is mainly based on the serum prostate-specific antigen (PSA) test. However, PSA has low specificity and has led to numerous unnecessary biopsies. We evaluated the effectiveness of urinary metastasis-associated lung adenocarcinoma transcript 1 (MALAT-1), a long noncoding RNA, for predicting the risk of PCa before biopsy. The MALAT-1 score was tested in a discovery phase and a multi-center validation phase. The predictive power of the MALAT-1 score was evaluated by the area under receiver operating characteristic (ROC) curve (AUC) and by decision curve analysis. As an independent predictor of PCa, the MALAT-1 score was significantly higher in men with a positive biopsy than in those with a negative biopsy. The ROC analysis showed a higher AUC for the MALAT-1 score (0.670 and 0.742) vs. the total PSA (0.545 and 0.601) and percent free PSA (0.622 and 0.627) in patients with PSA values of 4.0-10 ng/ml. According to the decision curve analysis, using a probability threshold of 25%, the MALAT-1 model would prevent 30.2%-46.5% of unnecessary biopsies in PSA 4–10 ng/ml cohorts, without missing any high-grade cancers. Our results demonstrate that urine MALAT-1 is a promising biomarker for predicting prostate cancer risk.
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10
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Omic personality: implications of stable transcript and methylation profiles for personalized medicine. Genome Med 2015; 7:88. [PMID: 26391122 PMCID: PMC4578259 DOI: 10.1186/s13073-015-0209-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2015] [Accepted: 07/22/2015] [Indexed: 01/18/2023] Open
Abstract
Background Personalized medicine is predicated on the notion that individual biochemical and genomic profiles are relatively constant in times of good health and to some extent predictive of disease or therapeutic response. We report a pilot study quantifying gene expression and methylation profile consistency over time, addressing the reasons for individual uniqueness, and its relation to N = 1 phenotypes. Methods Whole blood samples from four African American women, four Caucasian women, and four Caucasian men drawn from the Atlanta Center for Health Discovery and Well Being study at three successive 6-month intervals were profiled by RNA-Seq, miRNA-Seq, and Illumina Methylation 450 K arrays. Standard regression approaches were used to evaluate the proportion of variance for each type of omic measure among individuals, and to quantify correlations among measures and with clinical attributes related to wellness. Results Longitudinal omic profiles were in general highly consistent over time, with an average of 67 % variance in transcript abundance, 42 % in CpG methylation level (but 88 % for the most differentiated CpG per gene), and 50 % in miRNA abundance among individuals, which are all comparable to 74 % variance among individuals for 74 clinical traits. One third of the variance could be attributed to differential blood cell type abundance, which was also fairly stable over time, and a lesser amount to expression quantitative trait loci (eQTL) effects. Seven conserved axes of covariance that capture diverse aspects of immune function explained over half of the variance. These axes also explained a considerable proportion of individually extreme transcript abundance, namely approximately 100 genes that were significantly up-regulated or down-regulated in each person and were in some cases enriched for relevant gene activities that plausibly associate with clinical attributes. A similar fraction of genes had individually divergent methylation levels, but these did not overlap with the transcripts, and fewer than 20 % of genes had significantly correlated methylation and gene expression. Conclusions People express an “omic personality” consisting of peripheral blood transcriptional and epigenetic profiles that are constant over the course of a year and reflect various types of immune activity. Baseline genomic profiles can provide a window into the molecular basis of traits that might be useful for explaining medical conditions or guiding personalized health decisions. Electronic supplementary material The online version of this article (doi:10.1186/s13073-015-0209-4) contains supplementary material, which is available to authorized users.
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11
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Langie SA, Koppen G, Desaulniers D, Al-Mulla F, Al-Temaimi R, Amedei A, Azqueta A, Bisson WH, Brown D, Brunborg G, Charles AK, Chen T, Colacci A, Darroudi F, Forte S, Gonzalez L, Hamid RA, Knudsen LE, Leyns L, Lopez de Cerain Salsamendi A, Memeo L, Mondello C, Mothersill C, Olsen AK, Pavanello S, Raju J, Rojas E, Roy R, Ryan E, Ostrosky-Wegman P, Salem HK, Scovassi I, Singh N, Vaccari M, Van Schooten FJ, Valverde M, Woodrick J, Zhang L, van Larebeke N, Kirsch-Volders M, Collins AR. Causes of genome instability: the effect of low dose chemical exposures in modern society. Carcinogenesis 2015; 36 Suppl 1:S61-S88. [PMID: 26106144 PMCID: PMC4565613 DOI: 10.1093/carcin/bgv031] [Citation(s) in RCA: 138] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2014] [Revised: 12/08/2014] [Accepted: 12/11/2014] [Indexed: 12/17/2022] Open
Abstract
Genome instability is a prerequisite for the development of cancer. It occurs when genome maintenance systems fail to safeguard the genome's integrity, whether as a consequence of inherited defects or induced via exposure to environmental agents (chemicals, biological agents and radiation). Thus, genome instability can be defined as an enhanced tendency for the genome to acquire mutations; ranging from changes to the nucleotide sequence to chromosomal gain, rearrangements or loss. This review raises the hypothesis that in addition to known human carcinogens, exposure to low dose of other chemicals present in our modern society could contribute to carcinogenesis by indirectly affecting genome stability. The selected chemicals with their mechanisms of action proposed to indirectly contribute to genome instability are: heavy metals (DNA repair, epigenetic modification, DNA damage signaling, telomere length), acrylamide (DNA repair, chromosome segregation), bisphenol A (epigenetic modification, DNA damage signaling, mitochondrial function, chromosome segregation), benomyl (chromosome segregation), quinones (epigenetic modification) and nano-sized particles (epigenetic pathways, mitochondrial function, chromosome segregation, telomere length). The purpose of this review is to describe the crucial aspects of genome instability, to outline the ways in which environmental chemicals can affect this cancer hallmark and to identify candidate chemicals for further study. The overall aim is to make scientists aware of the increasing need to unravel the underlying mechanisms via which chemicals at low doses can induce genome instability and thus promote carcinogenesis.
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Affiliation(s)
- Sabine A.S. Langie
- Environmental Risk and Health Unit, Flemish Institute for Technological Research (VITO), Boeretang 200, 2400 Mol, Belgium
- Health Canada, Environmental Health Sciences and Research Bureau, Environmental Health Centre, Ottawa, Ontario K1A0K9, Canada
- Department of Pathology, Kuwait University, Safat 13110, Kuwait
- Department of Experimental and Clinical Medicine, University of Firenze, Florence 50134, Italy
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, University of Navarra, Pamplona 31009, Spain
- Environmental and Molecular Toxicology, Environmental Health Sciences Center, Oregon State University, Corvallis, OR 97331, USA
- Department of Environmental and Radiological Health Sciences/Food Science and Human Nutrition, College of Veterinary Medicine and Biomedical Sciences, Colorado State University/Colorado School of Public Health, Fort Collins, CO 80523-1680, USA
- Department of Chemicals and Radiation, Division of Environmental Medicine, Norwegian Institute of Public Health, PO Box 4404, N-0403 Oslo, Norway
- Hopkins Building, School of Biological Sciences, University of Reading, Reading, Berkshire RG6 6UB, UK
- Division of Genetic and Molecular Toxicology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA
- Center for Environmental Carcinogenesis and Risk Assessment, Environmental Protection and Health Prevention Agency, Bologna 40126, Italy
- Human and Environmental Safety Research, Department of Health Sciences, College of North Atlantic, Doha, State of Qatar
- Mediterranean Institute of Oncology, 95029 Viagrande, Italy
- Laboratory for Cell Genetics, Vrije Universiteit Brussel, Brussels 1050, Belgium
- Department of Biomedical Science, Faculty of Medicine and Health Sciences, University Putra, Serdang 43400, Selangor, Malaysia
- University of Copenhagen, Department of Public Health, Copenhagen 1353, Denmark
- Institute of Molecular Genetics, National Research Council, Pavia 27100, Italy
- Medical Physics & Applied Radiation Sciences, McMaster University, Hamilton, Ontario L8S4L8, Canada
- Department of Cardiac, Thoracic and Vascular Sciences, Unit of Occupational Medicine, University of Padova, Padova 35128, Italy
- Toxicology Research Division, Bureau of Chemical Safety Food Directorate, Health Products and Food Branch Health Canada, Ottawa, Ontario K1A0K9, Canada
- Departamento de Medicina Genomica y Toxicologia Ambiental, Instituto de Investigaciones Biomedicas, Universidad Nacional Autonoma de México, México CP 04510, México
- Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC 20057, USA
- Urology Department, kasr Al-Ainy School of Medicine, Cairo University, El Manial, Cairo 12515, Egypt
- Centre for Advanced Research, King George’s Medical University, Chowk, Lucknow 226003, Uttar Pradesh, India
- Department of Toxicology, NUTRIM School for Nutrition, Toxicology and Metabolism, Maastricht University, 6200MD, PO Box 61, Maastricht, The Netherlands
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley, CA 94720-7360, USA
- Laboratory for Analytical and Environmental Chemistry, Vrije Universiteit Brussel, Brussels 1050, Belgium
- Study Centre for Carcinogenesis and Primary Prevention of Cancer, Ghent University, Ghent 9000, Belgium
- Department of Nutrition, University of Oslo, Oslo 0316, Norway
| | - Gudrun Koppen
- *To whom correspondence should be addressed. Tel: +32 14335165; Fax: +32 14580523
| | - Daniel Desaulniers
- Health Canada, Environmental Health Sciences and Research Bureau, Environmental Health Centre, Ottawa, Ontario K1A0K9, Canada
| | - Fahd Al-Mulla
- Department of Pathology, Kuwait University, Safat 13110, Kuwait
| | | | - Amedeo Amedei
- Department of Experimental and Clinical Medicine, University of Firenze, Florence 50134, Italy
| | - Amaya Azqueta
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, University of Navarra, Pamplona 31009, Spain
| | - William H. Bisson
- Environmental and Molecular Toxicology, Environmental Health Sciences Center, Oregon State University, Corvallis, OR 97331, USA
| | - Dustin Brown
- Department of Environmental and Radiological Health Sciences/Food Science and Human Nutrition, College of Veterinary Medicine and Biomedical Sciences, Colorado State University/Colorado School of Public Health, Fort Collins, CO 80523-1680, USA
| | - Gunnar Brunborg
- Department of Chemicals and Radiation, Division of Environmental Medicine, Norwegian Institute of Public Health, PO Box 4404, N-0403 Oslo, Norway
| | - Amelia K. Charles
- Hopkins Building, School of Biological Sciences, University of Reading, Reading, Berkshire RG6 6UB, UK
| | - Tao Chen
- Division of Genetic and Molecular Toxicology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA
| | - Annamaria Colacci
- Center for Environmental Carcinogenesis and Risk Assessment, Environmental Protection and Health Prevention Agency, Bologna 40126, Italy
| | - Firouz Darroudi
- Human and Environmental Safety Research, Department of Health Sciences, College of North Atlantic, Doha, State of Qatar
| | - Stefano Forte
- Mediterranean Institute of Oncology, 95029 Viagrande, Italy
| | - Laetitia Gonzalez
- Laboratory for Cell Genetics, Vrije Universiteit Brussel, Brussels 1050, Belgium
| | - Roslida A. Hamid
- Department of Biomedical Science, Faculty of Medicine and Health Sciences, University Putra, Serdang 43400, Selangor, Malaysia
| | - Lisbeth E. Knudsen
- University of Copenhagen, Department of Public Health, Copenhagen 1353, Denmark
| | - Luc Leyns
- Laboratory for Cell Genetics, Vrije Universiteit Brussel, Brussels 1050, Belgium
| | | | - Lorenzo Memeo
- Mediterranean Institute of Oncology, 95029 Viagrande, Italy
| | - Chiara Mondello
- Institute of Molecular Genetics, National Research Council, Pavia 27100, Italy
| | - Carmel Mothersill
- Medical Physics & Applied Radiation Sciences, McMaster University, Hamilton, Ontario L8S4L8, Canada
| | - Ann-Karin Olsen
- Department of Chemicals and Radiation, Division of Environmental Medicine, Norwegian Institute of Public Health, PO Box 4404, N-0403 Oslo, Norway
| | - Sofia Pavanello
- Department of Cardiac, Thoracic and Vascular Sciences, Unit of Occupational Medicine, University of Padova, Padova 35128, Italy
| | - Jayadev Raju
- Toxicology Research Division, Bureau of Chemical Safety Food Directorate, Health Products and Food Branch Health Canada, Ottawa, Ontario K1A0K9, Canada
| | - Emilio Rojas
- Departamento de Medicina Genomica y Toxicologia Ambiental, Instituto de Investigaciones Biomedicas, Universidad Nacional Autonoma de México, México CP 04510, México
| | - Rabindra Roy
- Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Elizabeth Ryan
- Department of Environmental and Radiological Health Sciences/Food Science and Human Nutrition, College of Veterinary Medicine and Biomedical Sciences, Colorado State University/Colorado School of Public Health, Fort Collins, CO 80523-1680, USA
| | - Patricia Ostrosky-Wegman
- Departamento de Medicina Genomica y Toxicologia Ambiental, Instituto de Investigaciones Biomedicas, Universidad Nacional Autonoma de México, México CP 04510, México
| | - Hosni K. Salem
- Urology Department, kasr Al-Ainy School of Medicine, Cairo University, El Manial, Cairo 12515, Egypt
| | - Ivana Scovassi
- Institute of Molecular Genetics, National Research Council, Pavia 27100, Italy
| | - Neetu Singh
- Centre for Advanced Research, King George’s Medical University, Chowk, Lucknow 226003, Uttar Pradesh, India
| | - Monica Vaccari
- Center for Environmental Carcinogenesis and Risk Assessment, Environmental Protection and Health Prevention Agency, Bologna 40126, Italy
| | - Frederik J. Van Schooten
- Department of Toxicology, NUTRIM School for Nutrition, Toxicology and Metabolism, Maastricht University, 6200MD, PO Box 61, Maastricht, The Netherlands
| | - Mahara Valverde
- Departamento de Medicina Genomica y Toxicologia Ambiental, Instituto de Investigaciones Biomedicas, Universidad Nacional Autonoma de México, México CP 04510, México
| | - Jordan Woodrick
- Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Luoping Zhang
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley, CA 94720-7360, USA
| | - Nik van Larebeke
- Laboratory for Analytical and Environmental Chemistry, Vrije Universiteit Brussel, Brussels 1050, Belgium
- Study Centre for Carcinogenesis and Primary Prevention of Cancer, Ghent University, Ghent 9000, Belgium
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12
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Cipolla BG, Mandron E, Lefort JM, Coadou Y, Della Negra E, Corbel L, Le Scodan R, Azzouzi AR, Mottet N. Effect of Sulforaphane in Men with Biochemical Recurrence after Radical Prostatectomy. Cancer Prev Res (Phila) 2015; 8:712-9. [PMID: 25968598 DOI: 10.1158/1940-6207.capr-14-0459] [Citation(s) in RCA: 93] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2014] [Accepted: 04/12/2015] [Indexed: 11/16/2022]
Abstract
Increases in serum levels of prostate-specific antigen (PSA) occur commonly in prostate cancer after radical prostatectomy and are designated "biochemical recurrence." Because the phytochemical sulforaphane has been studied extensively as an anticancer agent, we performed a double-blinded, randomized, placebo-controlled multicenter trial with sulforaphane in 78 patients (mean age, 69 ± 6 years) with increasing PSA levels after radical prostatectomy. Treatment comprised daily oral administration of 60 mg of a stabilized free sulforaphane for 6 months (M0-M6) followed by 2 months without treatment (M6-M8). The study was designed to detect a 0.012 log (ng/mL)/month decrease in the log PSA slope in the sulforaphane group from M0 to M6. The primary endpoint was not reached. For secondary endpoints, median log PSA slopes were consistently lower in sulforaphane-treated men. Mean changes in PSA levels between M6 and M0 were significantly lower in the sulforaphane group (+0.099 ± 0.341 ng/mL) than in placebo (+0.620 ± 1.417 ng/mL; P = 0.0433). PSA doubling time was 86% longer in the sulforaphane than in the placebo group (28.9 and 15.5 months, respectively). PSA increases >20% at M6 were significantly greater in the placebo group (71.8%) than in the sulforaphane group (44.4%); P = 0.0163. Compliance and tolerance were very good. Sulforaphane effects were prominent after 3 months of intervention (M3-M6). After treatment, PSA slopes from M6 to M8 remained the same in the 2 arms. Daily administration of free sulforaphane shows promise in managing biochemical recurrences in prostate cancer after radical prostatectomy.
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Affiliation(s)
- Bernard G Cipolla
- Department of Urology, Centre Hospitalier Général de Mont de Marsan, Mont-de-Marsan, France.
| | - Eric Mandron
- Department of Urology, Clinique du Pré, Technopole Université, Cedex, France
| | | | - Yves Coadou
- Department of Urology, Clinique Saint Michel et Sainte Anne, Cedex, France
| | - Emmanuel Della Negra
- Department of Urology, Centre Hospitalier Privé de Saint-Brieuc-Polyclinique du Littoral-Site Sainte Thérèse, Cedex, France
| | - Luc Corbel
- Department of Urology, Centre Hospitalier Privé de Saint-Brieuc-Polyclinique du Littoral-Site Sainte Thérèse, Cedex, France
| | - Ronan Le Scodan
- Department of Oncology and Radiation Therapy, Centre Hospitalier Privé Saint Grégoire, Saint Gregoire, France
| | | | - Nicolas Mottet
- Department of Urology, CHU Saint Etienne-Hôpital Nord, Cedex, France
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13
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Abstract
Albumin emerged as a biocatalyst in 1980 and the continuing interest in this protein is proved by numerous papers.
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Affiliation(s)
| | - Nicoletta Gaggero
- Dipartimento di Scienze Farmaceutiche
- Sezione di Chimica Generale e Organica “A. Marchesini”
- Università degli Studi di Milano
- 20133-Milano
- Italia
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14
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Saraon P, Drabovich AP, Jarvi KA, Diamandis EP. Mechanisms of Androgen-Independent Prostate Cancer. EJIFCC 2014; 25:42-54. [PMID: 27683456 PMCID: PMC4975190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Prostate cancer is the second leading cause of cancer-related deaths among men in North America. Almost all prostate cancers begin in an androgen-dependent state, so androgen deprivation therapy is administered and results in improved clinical outcomes. However, over time, some cancerous cells are able to survive and grow during this treatment, resulting in androgen-independent prostate cancer. At this point, the disease is fatal, as there are no effective targeted therapies available. Most prostate cancer tumors require androgen receptor (AR) signalling for survival. During the progression to androgen-independence, this signalling cascade has been found to be altered at many levels within prostate cancers. Mechanisms that enhance AR signalling during androgen deprivation include: AR gene amplifications, AR gene mutations, changes in expression of AR co-regulatory proteins, changes in expression of steroid-generating enzymes, ligand-independent activation of AR via 'outlaw' pathways, and AR-independent pathways that become activated, termed 'bypass' pathways. One or more of these aforementioned changes can lead to prostate cancer cells to gain androgen-independent properties. Understanding the molecular alterations that occur during this process will allow for improved therapeutic strategies to target key molecules and pathways important for this progression.
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Affiliation(s)
- Punit Saraon
- Samuel Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada, Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Andrei P. Drabovich
- Samuel Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada, Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Keith A. Jarvi
- Department of Surgery (Division of Urology), Mount Sinai Hospital, Toronto, ON, Canada
| | - Eleftherios P. Diamandis
- Samuel Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada, Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada, Department of Clinical Biochemistry, University Health Network, Toronto, ON, Canada,*Mount Sinai Hospital, Joseph & Wolf Lebovic Ctr., 60 Murray St [Box 32]; Flr 6 – Rm L6-201 Toronto, ON, M5T 3L9, Canada 416-586-8443; 416-619-5521;
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15
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Taverna G, Seveso M, Giusti G, Hurle R, Graziotti P, Štifter S, Chiriva-Internati M, Grizzi F. Senescent remodeling of the innate and adaptive immune system in the elderly men with prostate cancer. Curr Gerontol Geriatr Res 2014; 2014:478126. [PMID: 24772169 PMCID: PMC3977481 DOI: 10.1155/2014/478126] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2013] [Revised: 01/26/2014] [Accepted: 02/10/2014] [Indexed: 01/04/2023] Open
Abstract
Despite years of intensive investigation that has been made in understanding prostate cancer, it remains a major cause of death in men worldwide. Prostate cancer emerges from multiple alterations that induce changes in expression patterns of genes and proteins that function in networks controlling critical cellular events. Based on the exponential aging of the population and the increasing life expectancy in industrialized Western countries, prostate cancer in the elderly men is becoming a disease of increasing significance. Aging is a progressive degenerative process strictly integrated with inflammation. Several theories have been proposed that attempt to define the role of chronic inflammation in aging including redox stress, mitochondrial damage, immunosenescence, and epigenetic modifications. Here, we review the innate and adaptive immune systems and their senescent remodeling in elderly men with prostate cancer.
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Affiliation(s)
- Gianluigi Taverna
- Humanitas Clinical and Research Center, Via Manzoni 56, Rozzano, Milan 20089, Italy
| | - Mauro Seveso
- Humanitas Clinical and Research Center, Via Manzoni 56, Rozzano, Milan 20089, Italy
| | - Guido Giusti
- Humanitas Clinical and Research Center, Via Manzoni 56, Rozzano, Milan 20089, Italy
| | - Rodolfo Hurle
- Humanitas Clinical and Research Center, Via Manzoni 56, Rozzano, Milan 20089, Italy
| | - Pierpaolo Graziotti
- Humanitas Clinical and Research Center, Via Manzoni 56, Rozzano, Milan 20089, Italy
| | - Sanja Štifter
- Department of Pathology, School of Medicine, University of Rijeka, 51000 Rijeka, Croatia
| | - Maurizio Chiriva-Internati
- Division of Oncology and Hematology, Texas Tech University Health Sciences Center, Lubbock, TX 79409, USA
| | - Fabio Grizzi
- Humanitas Clinical and Research Center, Via Manzoni 56, Rozzano, Milan 20089, Italy
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16
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Goh LK, Liem N, Vijayaraghavan A, Chen G, Lim PL, Tay KJ, Chang M, Low JSW, Joshi A, Huang HH, Kalaw E, Tan PH, Hsieh WS, Yong WP, Alumkal J, Sim HG. Diagnostic and prognostic utility of a DNA hypermethylated gene signature in prostate cancer. PLoS One 2014; 9:e91666. [PMID: 24626295 PMCID: PMC3953552 DOI: 10.1371/journal.pone.0091666] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2013] [Accepted: 02/13/2014] [Indexed: 12/31/2022] Open
Abstract
We aimed to identify a prostate cancer DNA hypermethylation microarray signature (denoted as PHYMA) that differentiates prostate cancer from benign prostate hyperplasia (BPH), high from low-grade and lethal from non-lethal cancers. This is a non-randomized retrospective study in 111 local Asian men (87 prostate cancers and 24 BPH) treated from 1995 to 2009 in our institution. Archival prostate epithelia were laser-capture microdissected and genomic DNA extracted and bisulfite-converted. Samples were profiled using Illumina GoldenGate Methylation microarray, with raw data processed by GenomeStudio. A classification model was generated using support vector machine, consisting of a 55-probe DNA methylation signature of 46 genes. The model was independently validated on an internal testing dataset which yielded cancer detection sensitivity and specificity of 95.3% and 100% respectively, with overall accuracy of 96.4%. Second validation on another independent western cohort yielded 89.8% sensitivity and 66.7% specificity, with overall accuracy of 88.7%. A PHYMA score was developed for each sample based on the state of methylation in the PHYMA signature. Increasing PHYMA score was significantly associated with higher Gleason score and Gleason primary grade. Men with higher PHYMA scores have poorer survival on univariate (p = 0.0038, HR = 3.89) and multivariate analyses when controlled for (i) clinical stage (p = 0.055, HR = 2.57), and (ii) clinical stage and Gleason score (p = 0.043, HR = 2.61). We further performed bisulfite genomic sequencing on 2 relatively unknown genes to demonstrate robustness of the assay results. PHYMA is thus a signature with high sensitivity and specificity for discriminating tumors from BPH, and has a potential role in early detection and in predicting survival.
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Affiliation(s)
- Liang Kee Goh
- Centre for Quantitative Medicine, Duke-National University of Singapore Graduate Medical School, Singapore, Singapore, Singapore
- Cancer & Stem Cell Biology, Duke-National University of Singapore Graduate Medical School, Singapore, Singapore, Singapore
- * E-mail: (LKG); (HGS)
| | - Natalia Liem
- Cancer Science Institute, National University of Singapore, Singapore, Singapore, Singapore
| | - Aadhitthya Vijayaraghavan
- Centre for Quantitative Medicine, Duke-National University of Singapore Graduate Medical School, Singapore, Singapore, Singapore
| | - Gengbo Chen
- Cancer & Stem Cell Biology, Duke-National University of Singapore Graduate Medical School, Singapore, Singapore, Singapore
| | - Pei Li Lim
- Cancer Science Institute, National University of Singapore, Singapore, Singapore, Singapore
| | - Kae-Jack Tay
- Department of Urology, Singapore General Hospital, Singapore, Singapore, Singapore
| | - Michelle Chang
- Department of Urology, Singapore General Hospital, Singapore, Singapore, Singapore
| | - John Soon Wah Low
- Cancer Science Institute, National University of Singapore, Singapore, Singapore, Singapore
| | - Adita Joshi
- Department of Urology, Singapore General Hospital, Singapore, Singapore, Singapore
| | - Hong Hong Huang
- Department of Urology, Singapore General Hospital, Singapore, Singapore, Singapore
| | - Emarene Kalaw
- Department of Pathology, Singapore General Hospital, Singapore, Singapore, Singapore
| | - Puay Hoon Tan
- Department of Pathology, Singapore General Hospital, Singapore, Singapore, Singapore
| | - Wen-Son Hsieh
- Cancer Science Institute, National University of Singapore, Singapore, Singapore, Singapore
| | - Wei Peng Yong
- Cancer Science Institute, National University of Singapore, Singapore, Singapore, Singapore
| | - Joshi Alumkal
- Knight Cancer Institute, Oregon Health and Science University, Portland, Oregon, United States of America
| | - Hong Gee Sim
- Department of Urology, Singapore General Hospital, Singapore, Singapore, Singapore
- * E-mail: (LKG); (HGS)
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