1
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Faldoni FLC, Bizinelli D, Souza CP, Santana IVV, Marques MMC, Rainho CA, Marchi FA, Rogatto SR. DNA methylation profile of inflammatory breast cancer and its impact on prognosis and outcome. Clin Epigenetics 2024; 16:89. [PMID: 38971778 PMCID: PMC11227707 DOI: 10.1186/s13148-024-01695-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Accepted: 06/16/2024] [Indexed: 07/08/2024] Open
Abstract
BACKGROUND Inflammatory breast cancer (IBC) is a rare disease characterized by rapid progression, early metastasis, and a high mortality rate. METHODS Genome-wide DNA methylation analysis (EPIC BeadChip platform, Illumina) and somatic gene variants (105 cancer-related genes) were performed in 24 IBCs selected from a cohort of 140 cases. RESULTS We identified 46,908 DMPs (differentially methylated positions) (66% hypomethylated); CpG islands were predominantly hypermethylated (39.9%). Unsupervised clustering analysis revealed three clusters of DMPs characterized by an enrichment of specific gene mutations and hormone receptor status. The comparison among DNA methylation findings and external datasets (TCGA-BRCA stages III-IV) resulted in 385 shared DMPs mapped in 333 genes (264 hypermethylated). 151 DMPs were associated with 110 genes previously detected as differentially expressed in IBC (GSE45581), and 68 DMPs were negatively correlated with gene expression. We also identified 4369 DMRs (differentially methylated regions) mapped on known genes (2392 hypomethylated). BCAT1, CXCL12, and TBX15 loci were selected and evaluated by bisulfite pyrosequencing in 31 IBC samples. BCAT1 and TBX15 had higher methylation levels in triple-negative compared to non-triple-negative, while CXCL12 had lower methylation levels in triple-negative than non-triple-negative IBC cases. TBX15 methylation level was associated with obesity. CONCLUSIONS Our findings revealed a heterogeneous DNA methylation profile with potentially functional DMPs and DMRs. The DNA methylation data provided valuable insights for prognostic stratification and therapy selection to improve patient outcomes.
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Affiliation(s)
- Flavia Lima Costa Faldoni
- Department of Clinical Genetics, University Hospital of Southern Denmark, Beriderbakken 4, 7100, Vejle, Denmark
- Department of Gynecology and Obstetrics, Medical School, São Paulo State University (UNESP), Botucatu, SP, 18618-687, Brazil
| | - Daniela Bizinelli
- Interunit Graduate Program in Bioinformatics, Institute of Mathematics and Statistics, University of São Paulo, São Paulo, SP, 05508-090, Brazil
| | | | | | | | - Claudia Aparecida Rainho
- Department of Chemical and Biological Sciences, Institute of Biosciences, São Paulo State University (UNESP), Botucatu, SP, 18618-689, Brazil
| | - Fabio Albuquerque Marchi
- Department of Head and Neck Surgery, University of São Paulo Medical School, São Paulo, SP, 05402-000, Brazil
- Center for Translational Research in Oncology, Cancer Institute of the State of São Paulo (ICESP), São Paulo, SP, 01246-000, Brazil
| | - Silvia Regina Rogatto
- Department of Clinical Genetics, University Hospital of Southern Denmark, Beriderbakken 4, 7100, Vejle, Denmark.
- Institute of Regional Health Research, University of Southern Denmark, 5000, Odense, Denmark.
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2
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Yan D, Yu Y, Ni Q, Meng Q, Wu H, Ding S, Liu X, Tang C, Liu Q, Yang K. The overexpression and clinical significance of TBX15 in human gliomas. Sci Rep 2023; 13:9771. [PMID: 37328486 PMCID: PMC10276039 DOI: 10.1038/s41598-023-36410-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 06/02/2023] [Indexed: 06/18/2023] Open
Abstract
T-box transcription factor 15 (TBX15) is upregulated in a variety of tumors and has been reported to promote uncontrolled proliferation of tumor cells and induce tumor cells to avoid apoptosis, thus accelerating the malignant transformation of malignant tumors. However, the prognostic value of TBX15 in glioma and its relationship with immune infiltration remain unknown. In this study, we intended to explore the prognostic value of TBX15 and its link to glioma immune infiltration and examine TBX15 expression in pan-cancer using RNAseq data in TPM format from TCGA and GTEx. TBX15 mRNA and protein expressions in glioma cells and adjacent normal tissue were detected and compared by RT-qPCR and Western blot. The effect of TBX15 on survival was assessed by Kaplan-Meier Method. The correlation between TBX15 upregulation and the clinicopathological characteristics of glioma patients was assessed by using TCGA databases, and the relationship between TBX15 and other genes in glioma was evaluated by using TCGA data. The top 300 genes most significantly associated with TBX15 were selected to establish a PPI network through the STRING database. The relationship between TBX15 mRNA expression and immune cell infiltration was explored by using ssGSEA and the TIMER Database. It was found that TBX15 mRNA expression in glioma tissues was significantly higher than that in the adjacent normal tissues, and this difference was most obvious in high-grade gliomas. TBX15 expression was increased in human gliomas and associated with worse clinicopathological characteristics and poorer survival prognosis in glioma patients. In addition, elevated TBX15 expression was linked to a collection of genes involved in immunosuppression. In conclusion, TBX15 played an important role in immune cell infiltration in glioma and may prove to be a predictor of the prognosis in glioma patients.
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Affiliation(s)
- Dongming Yan
- Department of Neurosurgery, The First Affiliated Hospital of Hainan Medical University, Haikou, 570102, China
| | - Yaping Yu
- Tumor Institute and Medical Research Central of The First Affiliated Hospital, Haikou, 570102, China
| | - Qiongwei Ni
- Central South University Xiangya School of Medicine Affiliated Haikou Hospital, Haikou, 570208, China
| | - Qingwen Meng
- Department of Cardiovascular Medicine, The First Affiliated Hospital of Hainan Medical University, Haikou, 570102, China
| | - Haolin Wu
- Department of Pharmacology, Hainan Medical University, Haikou, 571199, China
| | - Shun Ding
- Department of Otolaryngology, Head and Neck Surgery, The First Affiliated Hospital of Hainan Medical University, Haikou, 570102, China
| | - Xiaoqian Liu
- The First Affiliated Hospital Trauma Center, Hainan Medical University, Haikou, 570100, China
| | - Caiying Tang
- Department of Neurosurgery, The First Affiliated Hospital of Hainan Medical University, Haikou, 570102, China
| | - Qibing Liu
- Department of Pharmacology, Hainan Medical University, Haikou, 571199, China.
- Department of Pharmacy, The First Affiliated Hospital of Hainan Medical University, Haikou, 570100, China.
| | - Kun Yang
- Department of Neurosurgery, The First Affiliated Hospital of Hainan Medical University, Haikou, 570102, China.
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3
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Khatami F, Hassanzad M, Nikfar S, Guitynavard F, Karimaee S, Tamehri Zadeh SS, Gholami K, Rezaeian A, Feiz-Abadi SA, Jahanshahi F, Aghamir SMK. The importance of personalized medicine in urological cancers. J Diabetes Metab Disord 2022; 21:841-852. [PMID: 35673449 PMCID: PMC9167380 DOI: 10.1007/s40200-021-00824-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 05/26/2021] [Indexed: 01/10/2023]
Abstract
A better understanding of key regulatory pathways involved in cancers has led to the development of molecularly targeted therapies. Molecular profiling based on genomics, proteomics, and metabolomics in tumors provides clinicians with the necessary information to maintain a personalized therapeutic regimen according to the patient's needs. for example, androgen deprivation therapy (ADT) for advanced prostate cancer is one of the earliest forms of targeted therapy and has remained a choice of treatment by physicians. Unfortunately, most patients will eventually become non-responsive to ADT and succumb to the disease. Since the emergence of ADT, the understanding of androgen receptor (AR) signaling and mechanisms driving the resistance to ADT has been significantly improved. Inactivation of the PTEN gene is a common occurrence in prostate cancers and is associated with metastatic potential, androgen independence, and poor prognosis. Several studies over personalized medicine for muscle-invasive and metastatic bladder cancer discussed potential molecular biomarkers which are currently under investigation and based on the excision repair cross-complementing group 1 (ERCC1) gene and its role in tumor development and therapeutic resistance to cytotoxic DNA-damaging chemotherapy and ionizing radiation. In this review, we consider personalized medicine for four urological cancers.
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Affiliation(s)
- Fatemeh Khatami
- Urology Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Mandana Hassanzad
- Personalized Medicine Research Center, Endocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
- Medical Genomics Research Center, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Shekoufeh Nikfar
- Endocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Fateme Guitynavard
- Urology Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Samira Karimaee
- Urology Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Keykavos Gholami
- Urology Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - AhmadReza Rezaeian
- Department of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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4
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PACE4-altCT isoform of proprotein convertase PACE4 as tissue and plasmatic biomarker for prostate cancer. Sci Rep 2022; 12:6066. [PMID: 35410344 PMCID: PMC9001653 DOI: 10.1038/s41598-022-09778-6] [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: 09/30/2021] [Accepted: 03/24/2022] [Indexed: 12/19/2022] Open
Abstract
AbstractThe proprotein convertase PACE4 has demonstrated value as a viable therapeutic target in prostate cancer (PCa). A novel isoform named PACE4-altCT, which arises in neoplastic lesions, plays an important role in tumor progression and has been validated as a pharmacological target. With the discovery of its overexpression in PCa and the alternative splicing of its pre-RNA to generate an oncogenic C-terminally modified isoform named PACE4-altCT, understanding and validating its value as a potential biomarker is of great interest either from prognostic or targeted therapy intervention. Expression of ERG in LNCaP cells was used to investigate the relationship between ERG expression occurring in PCa cells and PACE4-altCT expression by Western blot and qPCR. Using immunohistochemistry, the expression levels of PACE4 isoforms in patient tissues were investigated and correlated with ERG tumor status and Gleason score. An ELISA method was developed using affinity purified recombinant protein and used for quantitative analysis of plasma concentrations of PACE4-altCT and used for correlation. In contrast with the consensual isoform, PACE4-altCT was only strongly overexpressed in prostate cancer patients, correlated with ERG expression levels. Despite its intracellular retention PACE4-altCT could be detected in the plasma of most patients with prostate cancer, whereas it was only found at low levels in normal patients whereas total plasmatic PACE4 levels did not vary significantly between groups. Our study demonstrates that PACE4-altCT is strongly overexpressed in prostate cancer using both immunohistochemical and ELISA techniques and may have some interesting potential as a biomarker.
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5
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Pantazopoulos H, Diop MK, Grosset AA, Rouleau-Gagné F, Al-Saleh A, Boblea T, Trudel D. Intraductal Carcinoma of the Prostate as a Cause of Prostate Cancer Metastasis: A Molecular Portrait. Cancers (Basel) 2022; 14:820. [PMID: 35159086 PMCID: PMC8834356 DOI: 10.3390/cancers14030820] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 02/01/2022] [Accepted: 02/02/2022] [Indexed: 02/01/2023] Open
Abstract
Intraductal carcinoma of the prostate (IDC-P) is one of the most aggressive types of prostate cancer (PCa). IDC-P is identified in approximately 20% of PCa patients and is associated with recurrence, metastasis, and PCa-specific death. The main feature of this histological variant is the colonization of benign glands by PCa cells. Although IDC-P is a well-recognized independent parameter for metastasis, mechanisms by which IDC-P cells can spread and colonize other tissues are not fully known. In this review, we discuss the molecular portraits of IDC-P determined by immunohistochemistry and genomic approaches and highlight the areas in which more research is needed.
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Affiliation(s)
- Helen Pantazopoulos
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), 900 Saint-Denis, Montreal, QC H2X 0A9, Canada; (H.P.); (M.-K.D.); (A.-A.G.); (F.R.-G.); (A.A.-S.); (T.B.)
- Institut du Cancer de Montréal, 900 Saint-Denis, Montreal, QC H2X 0A9, Canada
- Department of Pathology and Cellular Biology, Université de Montréal, 2900 Boulevard Édouard-Montpetit, Montreal, QC H3T 1J4, Canada
| | - Mame-Kany Diop
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), 900 Saint-Denis, Montreal, QC H2X 0A9, Canada; (H.P.); (M.-K.D.); (A.-A.G.); (F.R.-G.); (A.A.-S.); (T.B.)
- Institut du Cancer de Montréal, 900 Saint-Denis, Montreal, QC H2X 0A9, Canada
- Department of Pathology and Cellular Biology, Université de Montréal, 2900 Boulevard Édouard-Montpetit, Montreal, QC H3T 1J4, Canada
| | - Andrée-Anne Grosset
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), 900 Saint-Denis, Montreal, QC H2X 0A9, Canada; (H.P.); (M.-K.D.); (A.-A.G.); (F.R.-G.); (A.A.-S.); (T.B.)
- Institut du Cancer de Montréal, 900 Saint-Denis, Montreal, QC H2X 0A9, Canada
- Department of Pathology and Cellular Biology, Université de Montréal, 2900 Boulevard Édouard-Montpetit, Montreal, QC H3T 1J4, Canada
| | - Frédérique Rouleau-Gagné
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), 900 Saint-Denis, Montreal, QC H2X 0A9, Canada; (H.P.); (M.-K.D.); (A.-A.G.); (F.R.-G.); (A.A.-S.); (T.B.)
- Institut du Cancer de Montréal, 900 Saint-Denis, Montreal, QC H2X 0A9, Canada
- Department of Pathology and Cellular Biology, Université de Montréal, 2900 Boulevard Édouard-Montpetit, Montreal, QC H3T 1J4, Canada
| | - Afnan Al-Saleh
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), 900 Saint-Denis, Montreal, QC H2X 0A9, Canada; (H.P.); (M.-K.D.); (A.-A.G.); (F.R.-G.); (A.A.-S.); (T.B.)
- Institut du Cancer de Montréal, 900 Saint-Denis, Montreal, QC H2X 0A9, Canada
- Department of Pathology and Cellular Biology, Université de Montréal, 2900 Boulevard Édouard-Montpetit, Montreal, QC H3T 1J4, Canada
| | - Teodora Boblea
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), 900 Saint-Denis, Montreal, QC H2X 0A9, Canada; (H.P.); (M.-K.D.); (A.-A.G.); (F.R.-G.); (A.A.-S.); (T.B.)
- Institut du Cancer de Montréal, 900 Saint-Denis, Montreal, QC H2X 0A9, Canada
| | - Dominique Trudel
- Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), 900 Saint-Denis, Montreal, QC H2X 0A9, Canada; (H.P.); (M.-K.D.); (A.-A.G.); (F.R.-G.); (A.A.-S.); (T.B.)
- Institut du Cancer de Montréal, 900 Saint-Denis, Montreal, QC H2X 0A9, Canada
- Department of Pathology and Cellular Biology, Université de Montréal, 2900 Boulevard Édouard-Montpetit, Montreal, QC H3T 1J4, Canada
- Department of Pathology, Centre Hospitalier de l’Université de Montréal (CHUM), 1051 Sanguinet, Montreal, QC H2X 0C1, Canada
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6
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Niu G, Hao J, Sheng S, Wen F. Role of T-box genes in cancer, epithelial-mesenchymal transition, and cancer stem cells. J Cell Biochem 2021; 123:215-230. [PMID: 34897787 DOI: 10.1002/jcb.30188] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 11/08/2021] [Accepted: 11/11/2021] [Indexed: 12/13/2022]
Abstract
Sharing a common DNA binding motif called T-box, transcription factor T-box gene family controls embryonic development and is also involved in cancer progression and metastasis. Cancer metastasis shows therapy resistance and involves complex processes. Among them, epithelial-mesenchymal transition (EMT) triggers cancer cell invasiveness and the acquisition of stemness of cancer cells, called cancer stem cells (CSCs). CSCs are a small fraction of tumor bulk and are capable of self-renewal and tumorsphere formation. Recent progress has highlighted the critical roles of T-box genes in cancer progression, EMT, and CSC function, and such regulatory functions of T-box genes have emerged as potential therapeutic candidates for cancer. Herein we summarize the current understanding of the regulatory mechanisms of T-box genes in cancer, EMT, and CSCs, and discuss the implications of targeting T-box genes as anticancer therapeutics.
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Affiliation(s)
- Gengle Niu
- Department of Stem Cell and Regenerative Biology, Harvard Stem Cell Institute, Harvard University, Cambridge, Massachusetts, USA
| | - Jin Hao
- Department of Stem Cell and Regenerative Biology, Harvard Stem Cell Institute, Harvard University, Cambridge, Massachusetts, USA
| | - Surui Sheng
- Department of Oral and Maxillofacial-Head Neck Oncology, Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Fangyuan Wen
- Department of Outpatient, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China.,Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, China
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7
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JuknytĖ G, LaurinaitytĖ I, VilkeviČiŪtĖ A, GedvilaitĖ G, GlebauskienĖ B, KriauČiŪnienĖ L, LiutkeviČienĖ R. TBX15 rs98422, DNM3 rs1011731, RAD51B rs8017304, and rs2588809 Gene Polymorphisms and Associations With Pituitary Adenoma. In Vivo 2021; 35:815-826. [PMID: 33622874 DOI: 10.21873/invivo.12322] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 01/07/2021] [Accepted: 01/11/2021] [Indexed: 12/23/2022]
Abstract
BACKGROUND Pituitary adenoma (PA) is a benign tumor of parenchymal cells in the adenohypophysis, and it's development is strongly associated with genetic factors.This study aim was to find whether TBX15 rs98422, DNM3 rs1011731, RAD51B rs8017304, and rs2588809 single nucleotide polymorphisms can be associated with pituitary adenoma. While the TBX15 gene belongs to the T-box family of genes and is a transcription factor involved in many developmental processes, the DNM3 encodes a protein that is a member of the dynamin family with mechanochemical properties involved in actin-membrane processes, predominantly in membrane budding, and the RAD51B gene plays a significant role in homologous recombination in DNA repair for genome stability. MATERIALS AND METHODS The study enrolled 113 patients with pituitary adenoma and 283 healthy control subjects. DNA samples were extracted and purified from peripheral blood leukocytes. Genotyping was carried out using real-time polymerase chain reaction. The results were assessed using binomial logistic regression. RESULTS Our study revealed that RAD51B rs2588809 TT genotype could be associated with PA development in the co-dominant (OR=6.833; 95% CI=2.557-18.262; p<0.001) and recessive (OR=7.066; 95% CI=2.667-18.722; p<0.001) models. The same results were observed in females but not in males and PA without recurrence, while in PA with recurrence, no statistically significant results were obtained. CONCLUSION RAD51B rs2588809 TT genotype may increase the odds of PA development in women; it may also be associated with non-recurrent PA development.
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Affiliation(s)
- Gabija JuknytĖ
- Medical Academy, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Inga LaurinaitytĖ
- Medical Academy, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Alvita VilkeviČiŪtĖ
- Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Greta GedvilaitĖ
- Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Brigita GlebauskienĖ
- Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Loresa KriauČiŪnienĖ
- Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Rasa LiutkeviČienĖ
- Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, Kaunas, Lithuania
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8
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Morine Y, Utsunomiya T, Saito Y, Yamada S, Imura S, Ikemoto T, Kitagawa A, Kobayashi Y, Takao S, Kosai K, Mimori K, Tanaka Y, Shimada M. Reduction of T-Box 15 gene expression in tumor tissue is a prognostic biomarker for patients with hepatocellular carcinoma. Oncotarget 2020; 11:4803-4812. [PMID: 33447348 PMCID: PMC7779253 DOI: 10.18632/oncotarget.27852] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 12/08/2020] [Indexed: 01/19/2023] Open
Abstract
Genome-wide analysis is widely applied to detect molecular alterations during oncogenesis and tumor progression. We analyzed DNA methylation profiles of hepatocellular carcinoma (HCC), and investigated the clinical role of most heypermethylated of tumor, encodes T-box 15 (TBX15), which was originally involved in mesodermal differentiation. We conducted a genome-wide analysis of DNA methylation of tumor and non-tumor tissue of 15 patients with HCC, and revealed TBX15 was the most hypermethylated gene of tumor (Beta-value in tumor tissue = 0.52 compared with non-tumor tissue). Another validation set, which comprised 58 HCC with radical resection, was analyzed to investigate the relationships between tumor phenotype and TBX15 mRNA expression. TBX15 mRNA levels in tumor tissues were significantly lower compared with those of nontumor tissues (p < 0.0001). When we assigned a cutoff value = 0.5-fold, the overall survival 5-year survival rates of the low-expression group (n = 17) were significantly shorter compared with those of the high-expression group (n = 41) (43.3% vs. 86.2%, p = 0.001). Multivariate analysis identified low TBX15 expression as an independent prognostic factor for overall and disease-free survival. Therefore, genome-wide DNA methylation profiling indicates that hypermethylation and reduced expression of TBX15 in tumor tissue represents a potential biomarker for predicting poor survival of patients with HCC.
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Affiliation(s)
- Yuji Morine
- Department of Surgery, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima 770-8503, Japan
| | - Tohru Utsunomiya
- Department of Surgery, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima 770-8503, Japan
| | - Yu Saito
- Department of Surgery, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima 770-8503, Japan
| | - Shinichiro Yamada
- Department of Surgery, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima 770-8503, Japan
| | - Satoru Imura
- Department of Surgery, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima 770-8503, Japan
| | - Tetsuya Ikemoto
- Department of Surgery, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima 770-8503, Japan
| | - Akihiro Kitagawa
- Department of Surgery, Kyushu University Beppu Hospital, Beppu 874-0838, Japan
| | - Yuta Kobayashi
- Department of Surgery, Kyushu University Beppu Hospital, Beppu 874-0838, Japan
| | - Seiichiro Takao
- Department of Surgery, Kyushu University Beppu Hospital, Beppu 874-0838, Japan
| | - Keisuke Kosai
- Department of Surgery, Kyushu University Beppu Hospital, Beppu 874-0838, Japan
| | - Koshi Mimori
- Department of Surgery, Kyushu University Beppu Hospital, Beppu 874-0838, Japan
| | - Yasuhito Tanaka
- Department of Gastroenterology and Hepatology, Faculty of Life Sciences, Kumamoto University, Kumamoto 860-8556, Japan
| | - Mitsuo Shimada
- Department of Surgery, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima 770-8503, Japan
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9
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Peter MR, Bilenky M, Isserlin R, Bader GD, Shen SY, De Carvalho DD, Hansen AR, Hu P, Fleshner NE, Joshua AM, Hirst M, Bapat B. Dynamics of the cell-free DNA methylome of metastatic prostate cancer during androgen-targeting treatment. Epigenomics 2020; 12:1317-1332. [PMID: 32867540 DOI: 10.2217/epi-2020-0173] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Aim: We examined methylation changes in cell-free DNA (cfDNA) in metastatic castration-resistant prostate cancer (mCRPC) during treatment. Patients & methods: Genome-wide methylation analysis of sequentially collected cfDNA samples derived from mCRPC patients undergoing androgen-targeting therapy was performed. Results: Alterations in methylation states of genes previously implicated in prostate cancer progression were observed and patients that maintained methylation changes throughout therapy tended to have a longer time to clinical progression. Importantly, we also report that markers associated with a highly aggressive form of the disease, neuroendocrine-CRPC, were associated with a faster time to clinical progression. Conclusion: Our findings highlight the potential of monitoring the cfDNA methylome during therapy in mCRPC, which may serve as predictive markers of response to androgen-targeting agents.
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Affiliation(s)
- Madonna R Peter
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, M5G 1X5, Canada.,Department of Laboratory Medicine & Pathobiology, University of Toronto, Toronto, ON, M5S 1A8, Canada
| | - Misha Bilenky
- Canada's Michael Smith Genome Science Centre, BC Cancer Agency, Vancouver, BC, V5Z 4S6, Canada
| | - Ruth Isserlin
- Donnelly Centre for Cellular & Biomolecular Research, University of Toronto, Toronto, ON, M5S 3E1, Canada
| | - Gary D Bader
- Donnelly Centre for Cellular & Biomolecular Research, University of Toronto, Toronto, ON, M5S 3E1, Canada
| | - Shu Yi Shen
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 2C1, Canada
| | - Daniel D De Carvalho
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 2C1, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, ON, M5G 1L7, Canada
| | - Aaron R Hansen
- Division of Medical Oncology & Hematology, Princess Margaret Cancer Centre, Toronto, ON, M5G 2C1, Canada
| | - Pingzhao Hu
- Department of Biochemistry & Medical Genetics, University of Manitoba, Winnipeg, MB, R3E 3N4, Canada
| | - Neil E Fleshner
- Division of Urology, Department of Surgical Oncology, University Health Network, Toronto, ON, M5G 2C1, Canada
| | - Anthony M Joshua
- Division of Medical Oncology & Hematology, Princess Margaret Cancer Centre, Toronto, ON, M5G 2C1, Canada.,Department of Medical Oncology, Kinghorn Cancer Centre, Darlinghurst, NSW 2010, Australia
| | - Martin Hirst
- Canada's Michael Smith Genome Science Centre, BC Cancer Agency, Vancouver, BC, V5Z 4S6, Canada.,Department of Microbiology & Immunology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
| | - Bharati Bapat
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, M5G 1X5, Canada.,Department of Laboratory Medicine & Pathobiology, University of Toronto, Toronto, ON, M5S 1A8, Canada
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10
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Ross J, Li G, Yang XJ. Application and Pitfalls of Immunohistochemistry in Diagnosis of Challenging Genitourinary Cases. Arch Pathol Lab Med 2020; 144:290-304. [PMID: 32101059 DOI: 10.5858/arpa.2019-0550-ra] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
CONTEXT.— Immunohistochemistry (IHC) has become increasingly important in the evaluation of pathologic conditions in the genitourinary (GU) organs. In addition to careful evaluation of hematoxylin-eosin sections and generation of a differential diagnosis, choosing the optimal panel of IHC markers becomes even more important when the biopsy material is very limited. The following summary of our experience supplemented with relevant literature review exemplifies how to use IHC to facilitate pathologic diagnosis in the GU system. OBJECTIVE.— To describe our experience with the most common immunohistochemical markers used in GU pathology. DATA SOURCES.— Institutional experience and literature search comprise our data sources. CONCLUSIONS.— Application of IHC provides enormous benefits to the interpretation of GU pathologic conditions, including benign and malignant lesions. However, both insufficient and excessive types of use of IHC, as well as incorrect interpretations in common and rare GU conditions, could present pitfalls in diagnosis.
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Affiliation(s)
- Jenny Ross
- From the Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Guangyuan Li
- From the Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Ximing J Yang
- From the Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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11
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Tian Q, Zou J, Fang Y, Yu Z, Tang J, Song Y, Fan S. A Hybrid Ensemble Approach for Identifying Robust Differentially Methylated Loci in Pan-Cancers. Front Genet 2019; 10:774. [PMID: 31543899 PMCID: PMC6739624 DOI: 10.3389/fgene.2019.00774] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Accepted: 07/23/2019] [Indexed: 12/14/2022] Open
Abstract
DNA methylation is a widely investigated epigenetic mark that plays a vital role in tumorigenesis. Advancements in high-throughput assays, such as the Infinium 450K platform, provide genome-scale DNA methylation landscapes in single-CpG locus resolution, and the identification of differentially methylated loci has become an insightful approach to deepen our understanding of cancers. However, the situation with extremely unbalanced numbers of samples and loci (approximately 1:1,000) makes it rather difficult to explore differential methylation between the sick and the normal. In this article, a hybrid approach based on ensemble feature selection for identifying differentially methylated loci (HyDML) was proposed by incorporating instance perturbation and multiple function models. Experiments on data from The Cancer Genome Atlas showed that HyDML not only achieved effective DML identification, but also outperformed the single-feature selection approach in terms of classification performance and the robustness of feature selection. The intensive analysis of the DML indicated that different types of cancers have mutual patterns, and the stable DML sharing in pan-cancers is of the great potential to be biomarkers, which may strengthen the confidence of domain experts to implement biological validations.
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Affiliation(s)
- Qi Tian
- School of Automation Engineering, University of Electronic Science and Technology of China
| | - Jianxiao Zou
- School of Automation Engineering, University of Electronic Science and Technology of China
| | - Yuan Fang
- School of Automation Engineering, University of Electronic Science and Technology of China
| | - Zhongli Yu
- School of Automation Engineering, University of Electronic Science and Technology of China
| | - Jianxiong Tang
- School of Automation Engineering, University of Electronic Science and Technology of China
| | - Ying Song
- School of Automation Engineering, University of Electronic Science and Technology of China
| | - Shicai Fan
- School of Automation Engineering, University of Electronic Science and Technology of China.,Center for Informational Biology, University of Electronic Science and Technology of China, Chengdu, China
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12
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Abstract
Over the last decade, advancements in massively-parallel DNA sequencing and computational biology have allowed for unprecedented insights into the fundamental mutational processes that underlie virtually every major cancer type. Two major cancer genomics consortia-The Cancer Genome Atlas (TCGA) and the International Cancer Genome Consortium (ICGC)-have produced rich databases of mutational, pathological, and clinical data that can be mined through web-based portals, allowing for correlative studies and testing of novel hypotheses on well-powered patient cohorts.In this chapter, we will review the impact of these technological developments on the understanding of molecular subtypes that promote prostate cancer initiation, progression, metastasis, and clinical aggression. In particular, we will focus on molecular subtypes that define clinically-relevant patient cohorts and assess how a better understanding of how these subtypes-in both somatic and germline genomes-may influence the clinical course for individual men diagnosed with prostate cancer.
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13
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Zhao F, Olkhov-Mitsel E, Kamdar S, Jeyapala R, Garcia J, Hurst R, Hanna MY, Mills R, Tuzova AV, O'Reilly E, Kelly S, Cooper C, Brewer D, Perry AS, Clark J, Fleshner N, Bapat B. A urine-based DNA methylation assay, ProCUrE, to identify clinically significant prostate cancer. Clin Epigenetics 2018; 10:147. [PMID: 30470249 PMCID: PMC6260648 DOI: 10.1186/s13148-018-0575-z] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Accepted: 10/28/2018] [Indexed: 12/12/2022] Open
Abstract
Background Prevention of unnecessary biopsies and overtreatment of indolent disease remains a challenge in the management of prostate cancer. Novel non-invasive tests that can identify clinically significant (intermediate-risk and high-risk) diseases are needed to improve risk stratification and monitoring of prostate cancer patients. Here, we investigated a panel of six DNA methylation biomarkers in urine samples collected post-digital rectal exam from patients undergoing prostate biopsy, for their utility to guide decision making for diagnostic biopsy and early detection of aggressive prostate cancer. Results We recruited 408 patients in risk categories ranging from benign to low-, intermediate-, and high-risk prostate cancer from three international cohorts. Patients were separated into 2/3 training and 1/3 validation cohorts. Methylation biomarkers were analyzed in post-digital rectal exam urinary sediment DNA by quantitative MethyLight assay and investigated for their association with any or aggressive prostate cancers. We developed a Prostate Cancer Urinary Epigenetic (ProCUrE) assay based on an optimal two-gene (HOXD3 and GSTP1) LASSO model, derived from methylation values in the training cohort, and assessed ProCUrE’s diagnostic and prognostic ability for prostate cancer in both the training and validation cohorts. ProCUrE demonstrated improved prostate cancer diagnosis and identification of patients with clinically significant disease in both the training and validation cohorts. Using three different risk stratification criteria (Gleason score, D’Amico criteria, and CAPRA score), we found that the positive predictive value for ProCUrE was higher (59.4–78%) than prostate specific antigen (PSA) (38.2–72.1%) for all risk category comparisons. ProCUrE also demonstrated additive value to PSA in identifying GS ≥ 7 PCa compared to PSA alone (DeLong’s test p = 0.039), as well as additive value to the PCPT risk calculator for identifying any PCa and GS ≥ 7 PCa (DeLong’s test p = 0.011 and 0.022, respectively). Conclusions ProCUrE is a promising non-invasive urinary methylation assay for the early detection and prognostication of prostate cancer. ProCUrE has the potential to supplement PSA testing to identify patients with clinically significant prostate cancer. Electronic supplementary material The online version of this article (10.1186/s13148-018-0575-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Fang Zhao
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Canada.,Department of Laboratory Medicine & Pathobiology, University of Toronto, Toronto, Canada
| | - Ekaterina Olkhov-Mitsel
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Canada.,Department of Laboratory Medicine & Pathobiology, University of Toronto, Toronto, Canada
| | - Shivani Kamdar
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Canada.,Department of Laboratory Medicine & Pathobiology, University of Toronto, Toronto, Canada
| | - Renu Jeyapala
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Canada
| | - Julia Garcia
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Canada
| | - Rachel Hurst
- Schools of Medicine and Biological Sciences, University of East Anglia, Norwich, Norfolk, UK
| | | | - Robert Mills
- Schools of Medicine and Biological Sciences, University of East Anglia, Norwich, Norfolk, UK
| | - Alexandra V Tuzova
- Cancer Biology and Therapeutics Laboratory, School of Biomolecular and Biomedical Science, Conway Institute, University College Dublin, Dublin 4, Ireland
| | - Eve O'Reilly
- Cancer Biology and Therapeutics Laboratory, School of Biomolecular and Biomedical Science, Conway Institute, University College Dublin, Dublin 4, Ireland
| | - Sarah Kelly
- Cancer Biology and Therapeutics Laboratory, School of Biomolecular and Biomedical Science, Conway Institute, University College Dublin, Dublin 4, Ireland
| | - Colin Cooper
- Schools of Medicine and Biological Sciences, University of East Anglia, Norwich, Norfolk, UK
| | | | - Daniel Brewer
- Schools of Medicine and Biological Sciences, University of East Anglia, Norwich, Norfolk, UK.,The Earlham Institute, Norwich, Norfolk, UK
| | - Antoinette S Perry
- Cancer Biology and Therapeutics Laboratory, School of Biomolecular and Biomedical Science, Conway Institute, University College Dublin, Dublin 4, Ireland
| | - Jeremy Clark
- Schools of Medicine and Biological Sciences, University of East Anglia, Norwich, Norfolk, UK
| | - Neil Fleshner
- Division of Urology, University Health Network, University of Toronto, Toronto, Canada
| | - Bharati Bapat
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Canada. .,Department of Laboratory Medicine & Pathobiology, University of Toronto, Toronto, Canada. .,Division of Urology, University Health Network, University of Toronto, Toronto, Canada.
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14
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Carneiro A, Barbosa ÁRG, Takemura LS, Kayano PP, Moran NKS, Chen CK, Wroclawski ML, Lemos GC, da Cunha IW, Obara MT, Tobias-Machado M, Sowalsky AG, Bianco B. The Role of Immunohistochemical Analysis as a Tool for the Diagnosis, Prognostic Evaluation and Treatment of Prostate Cancer: A Systematic Review of the Literature. Front Oncol 2018; 8:377. [PMID: 30280090 PMCID: PMC6153326 DOI: 10.3389/fonc.2018.00377] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Accepted: 08/23/2018] [Indexed: 12/12/2022] Open
Abstract
Background: Prostate cancer (PCa) is a heterogeneous disease that lends itself toward numerous therapeutic options depending on its risk stratification. One of the greatest challenges in PCa urologic practice is to select patients who should be referred for biopsy and, for those patients who are diagnosed with cancer, to differentiate between patients with indolent disease from those with an unfavorable prognosis and, to determine ideal patient management and avoid unnecessary interventions. Accordingly, there is a growing body of literature reporting immunohistochemical studies with the objective of determining a prostate cancer prognosis. Among the most frequent biomarkers studied are Ki-67, p53, PTEN, MYC, and ERG. Based on these findings, we systematically reviewed articles that assessed the role of these main prognostic markers in prostate cancer. Methods: Consistent with PRISMA guidelines, we performed a systematic literature search throughout the Web of Science and PubMed Medline databases. We considered all types of studies evaluating the role of Ki-67, p53, PTEN, MYC, and ERG immunohistochemical analysis in prostate cancer until July 2017. Results: We identified 361 articles, 44 of which were summarized in this review. Diagnostically, no single immunohistochemical marker was able to define a tumor as benign or malignant. Prognostically, Ki-67, p53, and MYC were related to the tumor grade given by Gleason score and to the tumor stage (higher levels related to higher tumor grade). Furthermore, Ki-67 was also related to higher PSA levels, shorter disease-free intervals and shorter tumor-specific survival; the latter was also related to p53. The loss of PTEN protein expression showed a higher association with biochemical recurrence and with a worse prognosis, beyond that predicted by the Gleason score and tumor stage. ERG staining also showed a strong association with biochemical recurrence. Conclusion: There are several studies relating immunohistochemical markers with clinical-laboratorial outcomes in prostate cancer, the most frequent being Ki-67, p53, ERG, PTEN, and MYC. However, none of these markers have been validated by literary consensus to be routinely applied in medical practice.
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Affiliation(s)
- Arie Carneiro
- Department of Urology, Hospital Israelita Albert Einstein, São Paulo, Brazil.,Department of Pathology, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | | | | | | | | | - Carolina Ko Chen
- Department of Urology, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Marcelo Langer Wroclawski
- Department of Urology, Hospital Israelita Albert Einstein, São Paulo, Brazil.,Department of Pathology, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | | | | | - Marcos Takeo Obara
- Department of Pathology, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | | | - Adam G Sowalsky
- Laboratory of Genitourinary Cancer Pathogenesis, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States
| | - Bianca Bianco
- Human Reproduction and Genetics Center, Faculdade de Medicina do ABC, Santo André, Brazil
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Navaei AH, Walter BA, Moreno V, Pack SD, Pinto P, Merino MJ. Correlation between ERG Fusion Protein and Androgen Receptor Expression by Immunohistochemistry in Prostate, Possible Role in Diagnosis and Therapy. J Cancer 2017; 8:2604-2613. [PMID: 28900498 PMCID: PMC5595090 DOI: 10.7150/jca.16751] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2016] [Accepted: 08/18/2016] [Indexed: 01/01/2023] Open
Abstract
Background: Recent discovery of gene rearrangements have brought a new look to the molecular pathogenesis of cancer. Gene fusions occur in nearly 60% of prostate adenocarcinoma, being the TMPRSS2-ERG one of the most common. Evidence supports the role of ERG fusion in tumorigenesis, progression and invasion via effecting pathways such as WNT, MYC, uPA, PI3K/AKT/PTEN, RAS/RAF/MAPF, NKX3.1, GST-pi and androgen receptor (AR) mediated signaling. Most of the ERG fusions involve 5'-partners androgen responsive. Therefore, we aimed to evaluate AR and ERG fusion protein expression on prostate tissue to find clinicopathological applications and possible role in therapy. Methods: One hundred three samples, including prostate core biopsies and radical prostatectomy specimens, were evaluated for ERG and AR expression by immunohistochemistry (IHC). ERG rearrangement was done by fluorescence in situ hybridization (FISH) on 11 randomly selected cases and correlated with IHC results. Results: From the total of 103 samples, eight (8/103) were benign, fourteen (14/103) had atypical glands, two (2/103) had prostatic intraepithelial neoplasia (PIN), and seventy nine (79/103) showed prostate adenocarcinoma. Forty four (44/79) tumor cases were Gleason score (GS) 6-7 (lower GS), and thirty five (35/79) were GS of 8-10 (higher GS). ERG immunoreaction was observed in 27.8% (22/79) of the tumor cases, showing higher expression in those with lower GS (68.2%, 15/22) compared to higher GS (31.8%, 7/22). Neither benign glands nor PIN stained with ERG. AR expression was observed in 75% of benign samples, 78.5% of atypical glands, 100% of PIN, and in 87.3% of tumor cases with no significant difference based on GS. Co-expression of ERG and AR was evaluated on all the tumor samples. ERG+/AR+ was seen in 77.3% (17/22) of the ERG+ tumor cases, with higher frequency in lower GS (64.7%, 11/17) compared to those with higher GS (35.3%, 6/17). All but five corresponding ERG+ tumor samples were negative for AR. Only 5 samples were ERG-/AR- corresponding to adenocarcinoma GS of 6. Presence or absence of ERG rearrangement was confirmed by FISH and correlated with IHC results. Conclusions: Characterization of ERG status by IHC in prostate tissue has an excellent correlation with FISH. It may also assist in diagnosis since none of the benign glands stained with ERG. Co-expression of ERG+/AR+ in prostate tumor by IHC may suggest gene fusion between ERG and a 5'-partner driven by androgen signaling such as TMPRSS2, which it could represent an important ancillary test for clinical management and development of new therapeutic targets.
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Affiliation(s)
| | | | - Vanessa Moreno
- Translational Surgical Pathology, Laboratory of Pathology
| | | | - Peter Pinto
- Urologic Oncology Branch, CCR, NCI, NIH, Bethesda, MD, USA
| | - Maria J Merino
- Translational Surgical Pathology, Laboratory of Pathology
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16
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Pashaei E, Pashaei E, Ahmady M, Ozen M, Aydin N. Meta-analysis of miRNA expression profiles for prostate cancer recurrence following radical prostatectomy. PLoS One 2017; 12:e0179543. [PMID: 28651018 PMCID: PMC5484492 DOI: 10.1371/journal.pone.0179543] [Citation(s) in RCA: 90] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2016] [Accepted: 05/31/2017] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Prostate cancer (PCa) is a leading reason of death in men and the most diagnosed malignancies in the western countries at the present time. After radical prostatectomy (RP), nearly 30% of men develop clinical recurrence with high serum prostate-specific antigen levels. An important challenge in PCa research is to identify effective predictors of tumor recurrence. The molecular alterations in microRNAs are associated with PCa initiation and progression. Several miRNA microarray studies have been conducted in recurrence PCa, but the results vary among different studies. METHODS We conducted a meta-analysis of 6 available miRNA expression datasets to identify a panel of co-deregulated miRNA genes and overlapping biological processes. The meta-analysis was performed using the 'MetaDE' package, based on combined P-value approaches (adaptive weight and Fisher's methods), in R version 3.3.1. RESULTS Meta-analysis of six miRNA datasets revealed miR-125A, miR-199A-3P, miR-28-5P, miR-301B, miR-324-5P, miR-361-5P, miR-363*, miR-449A, miR-484, miR-498, miR-579, miR-637, miR-720, miR-874 and miR-98 are commonly upregulated miRNA genes, while miR-1, miR-133A, miR-133B, miR-137, miR-221, miR-340, miR-370, miR-449B, miR-489, miR-492, miR-496, miR-541, miR-572, miR-583, miR-606, miR-624, miR-636, miR-639, miR-661, miR-760, miR-890, and miR-939 are commonly downregulated miRNA genes in recurrent PCa samples in comparison to non-recurrent PCa samples. The network-based analysis showed that some of these miRNAs have an established prognostic significance in other cancers and can be actively involved in tumor growth. Gene ontology enrichment revealed many target genes of co-deregulated miRNAs are involved in "regulation of epithelial cell proliferation" and "tissue morphogenesis". Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis indicated that these miRNAs regulate cancer pathways. The PPI hub proteins analysis identified CTNNB1 as the most highly ranked hub protein. Besides, common pathway analysis showed that TCF3, MAX, MYC, CYP26A1, and SREBF1 significantly interact with those DE miRNA genes. The identified genes have been known as tumor suppressors and biomarkers which are closely related to several cancer types, such as colorectal cancer, breast cancer, PCa, gastric, and hepatocellular carcinomas. Additionally, it was shown that the combination of DE miRNAs can assist in the more specific detection of the PCa and prediction of biochemical recurrence (BCR). CONCLUSION We found that the identified miRNAs through meta-analysis are candidate predictive markers for recurrent PCa after radical prostatectomy.
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Affiliation(s)
- Elnaz Pashaei
- Department of Computer Engineering, Yildiz Technical University, Istanbul, Turkey
| | - Elham Pashaei
- Department of Computer Engineering, Yildiz Technical University, Istanbul, Turkey
| | - Maryam Ahmady
- Department of Computer Engineering and IT, Payame Noor University, Tehran, Iran
| | - Mustafa Ozen
- Department of Pathology & Immunology Baylor College of Medicine, Houston, Texas, United States of America
| | - Nizamettin Aydin
- Department of Computer Engineering, Yildiz Technical University, Istanbul, Turkey
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17
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Olkhov-Mitsel E, Siadat F, Kron K, Liu L, Savio AJ, Trachtenberg J, Fleshner N, van der Kwast T, Bapat B. Distinct DNA methylation alterations are associated with cribriform architecture and intraductal carcinoma in Gleason pattern 4 prostate tumors. Oncol Lett 2017; 14:390-396. [PMID: 28693181 DOI: 10.3892/ol.2017.6140] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2016] [Accepted: 02/23/2017] [Indexed: 12/20/2022] Open
Abstract
The aim of the present study was to explore DNA methylation aberrations in association with cribriform architecture and intraductal carcinoma (IDC) of the prostate, as there is robust evidence that these morphological features are associated with aggressive disease and have significant clinical implications. Herein, the associations of a panel of seven known prognostic DNA methylation biomarkers with cribriform and IDC features were examined in a series of 91 Gleason pattern (GP) 4 tumors derived from Gleason score 7 radical prostatectomies. Gene specific DNA methylation was compared between cribriform and/or IDC positive vs. negative cases, and in association with clinicopathological features, using Chi square and Mann-Whitney U tests. DNA methylation of the adenomatous polyposis coli, Ras association domain family member 1 and T-box 15 genes was significantly elevated in GP4 tumors with cribriform and/or IDC features compared with negative cases (P=0.045, P=0.007 and P=0.013, respectively). To the best of our knowledge, this provides the first evidence for an association between cribriform and/or IDC and methylation biomarkers, and warrants further investigation of additional DNA methylation events in association with various architectural patterns in prostate cancer.
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Affiliation(s)
- Ekaterina Olkhov-Mitsel
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON M5T3L9, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S1A1, Canada
| | - Farshid Siadat
- Department of Anatomical Pathology, Royal Alexandra Hospital, Edmonton, AB T5H3V9, Canada
| | - Ken Kron
- Ontario Cancer Institute, Princess Margaret Cancer Center, University Health Network, Toronto, ON M5G0A3, Canada
| | - Liyang Liu
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON M5T3L9, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S1A1, Canada
| | - Andrea J Savio
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON M5T3L9, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S1A1, Canada
| | - John Trachtenberg
- Division of Urology, Department of Surgical Oncology, University Health Network, University of Toronto, Toronto, ON M5G2M9, Canada
| | - Neil Fleshner
- Division of Urology, Department of Surgical Oncology, University Health Network, University of Toronto, Toronto, ON M5G2M9, Canada
| | - Theodorus van der Kwast
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S1A1, Canada.,Department of Pathology, University Health Network, Toronto, ON M5G2C4, Canada
| | - Bharati Bapat
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON M5T3L9, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S1A1, Canada.,Department of Pathology, University Health Network, Toronto, ON M5G2C4, Canada
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18
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Racimo F, Gokhman D, Fumagalli M, Ko A, Hansen T, Moltke I, Albrechtsen A, Carmel L, Huerta-Sánchez E, Nielsen R. Archaic Adaptive Introgression in TBX15/WARS2. Mol Biol Evol 2017; 34:509-524. [PMID: 28007980 PMCID: PMC5430617 DOI: 10.1093/molbev/msw283] [Citation(s) in RCA: 57] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
A recent study conducted the first genome-wide scan for selection in Inuit from Greenland using single nucleotide polymorphism chip data. Here, we report that selection in the region with the second most extreme signal of positive selection in Greenlandic Inuit favored a deeply divergent haplotype that is closely related to the sequence in the Denisovan genome, and was likely introgressed from an archaic population. The region contains two genes, WARS2 and TBX15, and has previously been associated with adipose tissue differentiation and body-fat distribution in humans. We show that the adaptively introgressed allele has been under selection in a much larger geographic region than just Greenland. Furthermore, it is associated with changes in expression of WARS2 and TBX15 in multiple tissues including the adrenal gland and subcutaneous adipose tissue, and with regional DNA methylation changes in TBX15.
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Affiliation(s)
- Fernando Racimo
- Department of Integrative Biology, University of California Berkeley, Berkeley, CA
| | - David Gokhman
- Department of Genetics, The Alexander Silberman Institute of Life Sciences, Faculty of Science, The Hebrew University of Jerusalem, Edmond J. Safra Campus, Givat Ram, Jerusalem, Israel
| | - Matteo Fumagalli
- Department of Genetics, Evolution, and Environment, University College London, London, United Kingdom
| | - Amy Ko
- Department of Integrative Biology, University of California Berkeley, Berkeley, CA
| | - Torben Hansen
- The Novo Nordisk Foundation Center for Basic Metabolic Research, Section of Metabolic Genetics, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Ida Moltke
- The Bioinformatics Centre, Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Anders Albrechtsen
- The Bioinformatics Centre, Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Liran Carmel
- Department of Genetics, The Alexander Silberman Institute of Life Sciences, Faculty of Science, The Hebrew University of Jerusalem, Edmond J. Safra Campus, Givat Ram, Jerusalem, Israel
| | | | - Rasmus Nielsen
- Department of Integrative Biology, University of California Berkeley, Berkeley, CA
- Department of Statistics, University of California Berkeley, Berkeley, CA
- Museum of Natural History, University of Copenhagen, Copenhagen, Denmark
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19
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Nowroozi M, Ayati M, Amini E, Mahdian R, Yousefi B, Arbab A, Jamali Zawarei M, Niroomand H, Ghorbani H, Ghadian A. Is There a Role for Genetic Information in Risk Assessment and Decision Making in Prostate Cancer? Nephrourol Mon 2016; 8:e41505. [PMID: 27933279 PMCID: PMC5135728 DOI: 10.5812/numonthly.41505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2016] [Accepted: 10/15/2016] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVES Prostate cancer is a neoplasm with a variable natural history and clinical behavior. There is much debate on the use of inherited genetic information in clinical application including risk assessment and treatment decisions. This study was performed to evaluate the relationship between clinical parameters of prostate cancer (PSA, Gleason score, and metastasis) and expression of NKX3.1, AMACR, TMPRSS2-ERG, ERG, and SPINK1 genes. METHODS Newly diagnosed cases of prostate cancer were selected for this study. Thirty four tissue samples were obtained via open radical prostatectomy and 9 samples were obtained via needle biopsy. Each tissue sample was sectioned into two parts, one used for detection of malignant changes and Gleason score determination, and the other immersed in RNA later solution (Qiagen). The expression of NKX3.1, AMACR, TMPRSS2-ERG, ERG, and SPINK1 genes were assessed by real-time PCR assay. Correlation between expression of each gene and PSA level, Gleason score, and presence of metastasis were examined. RESULTS A total number of 43 specimens were studied, from which 9 were obtained from patients with metastatic prostate cancer. The expression of five examined genes had no correlation with PSA level and Gleason score. The expression of AMACR decreased in metastatic prostate cancer (P = 0.02). The expression of other genes showed no difference between metastatic and non-metastatic tumors (P > 0.1). CONCLUSIONS Genetic information combined with clinical data can be useful in risk assessment and treatment planning. Based on the results of the current study, the decreased expression of AMACR was a sign of poor prognosis.
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Affiliation(s)
- Mohamadreza Nowroozi
- Uro-Oncology Research Center (UORC), Tehran University of Medical Sciences, Tehran, Iran
| | - Mohsen Ayati
- Uro-Oncology Research Center (UORC), Tehran University of Medical Sciences, Tehran, Iran
| | - Erfan Amini
- Uro-Oncology Research Center (UORC), Tehran University of Medical Sciences, Tehran, Iran
| | - Reza Mahdian
- Biotechnology Research Center, Molecular Medicine Department, Pasteur Institue of Iran, Tehran, Iran
| | - Behzad Yousefi
- Uro-Oncology Research Center (UORC), Tehran University of Medical Sciences, Tehran, Iran
| | - Amir Arbab
- Uro-Oncology Research Center (UORC), Tehran University of Medical Sciences, Tehran, Iran
| | | | | | - Hamidreza Ghorbani
- Imam Reza Hospital, Mashhad University of Medical Sciences, Mashhad, Iran
- Corresponding author: Hamidreza Ghorbani, MD, Uro-Oncologist, Imam Reza Hospital, Mashhad University of Medical Sciences, Mashhad, Iran. Tel: +98-9151103416, Fax: +98-5138598946, E-mail:
| | - Alireza Ghadian
- Nephrology and Urology Research Center, Baqiyatallah University Medical Sciences, Tehran, Iran
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Bernhart SH, Kretzmer H, Holdt LM, Jühling F, Ammerpohl O, Bergmann AK, Northoff BH, Doose G, Siebert R, Stadler PF, Hoffmann S. Changes of bivalent chromatin coincide with increased expression of developmental genes in cancer. Sci Rep 2016; 6:37393. [PMID: 27876760 PMCID: PMC5120258 DOI: 10.1038/srep37393] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2016] [Accepted: 10/27/2016] [Indexed: 02/08/2023] Open
Abstract
Bivalent (poised or paused) chromatin comprises activating and repressing histone modifications at the same location. This combination of epigenetic marks at promoter or enhancer regions keeps genes expressed at low levels but poised for rapid activation. Typically, DNA at bivalent promoters is only lowly methylated in normal cells, but frequently shows elevated methylation levels in cancer samples. Here, we developed a universal classifier built from chromatin data that can identify cancer samples solely from hypermethylation of bivalent chromatin. Tested on over 7,000 DNA methylation data sets from several cancer types, it reaches an AUC of 0.92. Although higher levels of DNA methylation are often associated with transcriptional silencing, counter-intuitive positive statistical dependencies between DNA methylation and expression levels have been recently reported for two cancer types. Here, we re-analyze combined expression and DNA methylation data sets, comprising over 5,000 samples, and demonstrate that the conjunction of hypermethylation of bivalent chromatin and up-regulation of the corresponding genes is a general phenomenon in cancer. This up-regulation affects many developmental genes and transcription factors, including dozens of homeobox genes and other genes implicated in cancer. Thus, we reason that the disturbance of bivalent chromatin may be intimately linked to tumorigenesis.
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Affiliation(s)
- Stephan H Bernhart
- Leipzig University, Chair of Bioinformatics, Leipzig, 04107, Germany.,Leipzig University, Transcriptome Bioinformatics Group - Interdisciplinary Center for Bioinformatics, Leipzig, 04107, Germany
| | - Helene Kretzmer
- Leipzig University, Chair of Bioinformatics, Leipzig, 04107, Germany.,Leipzig University, Transcriptome Bioinformatics Group - Interdisciplinary Center for Bioinformatics, Leipzig, 04107, Germany
| | - Lesca M Holdt
- Ludwig-Maximilians-University, Institute of Laboratory Medicine, Munich, 81377, Germany
| | - Frank Jühling
- Leipzig University, Chair of Bioinformatics, Leipzig, 04107, Germany.,Leipzig University, Transcriptome Bioinformatics Group - Interdisciplinary Center for Bioinformatics, Leipzig, 04107, Germany.,Inserm, U1110 - Institut de Recherche sur les Maladies Virales et Hépatiques, Strasbourg, 67000, France.,Université de Strasbourg, Strasbourg, 67000, France
| | - Ole Ammerpohl
- Christian Albrechts University &University Hospital Schleswig-Holstein - Campus Kiel, Institute of Human Genetics, Kiel, 24105, Germany
| | - Anke K Bergmann
- Christian Albrechts University &University Hospital Schleswig-Holstein - Campus Kiel, Institute of Human Genetics, Kiel, 24105, Germany.,Christian Albrechts University Kiel &University Hospital Schleswig-Holstein - Campus Kiel, Department of Pediatrics, Kiel, 24105, Germany
| | - Bernd H Northoff
- Ludwig-Maximilians-University, Institute of Laboratory Medicine, Munich, 81377, Germany
| | - Gero Doose
- Leipzig University, Chair of Bioinformatics, Leipzig, 04107, Germany.,Leipzig University, Transcriptome Bioinformatics Group - Interdisciplinary Center for Bioinformatics, Leipzig, 04107, Germany
| | - Reiner Siebert
- Christian Albrechts University &University Hospital Schleswig-Holstein - Campus Kiel, Institute of Human Genetics, Kiel, 24105, Germany.,Ulm University &Ulm University Medical Center, Institute for Human Genetics, Ulm, 89081, Germany
| | - Peter F Stadler
- Leipzig University, Chair of Bioinformatics, Leipzig, 04107, Germany.,Leipzig University, Transcriptome Bioinformatics Group - Interdisciplinary Center for Bioinformatics, Leipzig, 04107, Germany.,Leipzig University, LIFE - Leipzig Research Center for Civilization Diseases, Leipzig, 04107, Germany.,University of Vienna, Department of Theoretical Chemistry, Vienna, 1090, Austria.,Max-Planck-Institute for Mathematics in Sciences, Leipzig, 04103, Germany.,Santa Fe Institute, Santa Fe, NM 87501, USA
| | - Steve Hoffmann
- Leipzig University, Chair of Bioinformatics, Leipzig, 04107, Germany.,Leipzig University, Transcriptome Bioinformatics Group - Interdisciplinary Center for Bioinformatics, Leipzig, 04107, Germany.,Leipzig University, LIFE - Leipzig Research Center for Civilization Diseases, Leipzig, 04107, Germany
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21
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A cancer specific hypermethylation signature of the TERT promoter predicts biochemical relapse in prostate cancer: a retrospective cohort study. Oncotarget 2016; 7:57726-57736. [PMID: 27437772 PMCID: PMC5295385 DOI: 10.18632/oncotarget.10639] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Accepted: 06/30/2016] [Indexed: 12/29/2022] Open
Abstract
The identification of new biomarkers to differentiate between indolent and aggressive prostate tumors is an important unmet need. We examined the role of THOR (TERT Hypermethylated Oncological Region) as a diagnostic and prognostic biomarker in prostate cancer (PCa).We analyzed THOR in common cancers using genome-wide methylation arrays. Methylation status of the whole TERT gene in benign and malignant prostate samples was determined by MeDIP-Seq. The prognostic role of THOR in PCa was assessed by pyrosequencing on discovery and validation cohorts from patients who underwent radical prostatectomy with long-term follow-up data.Most cancers (n = 3056) including PCa (n = 300) exhibited hypermethylation of THOR. THOR was the only region within the TERT gene that is differentially methylated between normal and malignant prostate tissue (p < 0.0001). Also, THOR was significantly hypermethylated in PCa when compared to paired benign tissues (n = 164, p < 0.0001). THOR hypermethylation correlated with Gleason scores and was associated with tumor invasiveness (p = 0.0147). Five years biochemical progression free survival (BPFS) for PCa patients in the discovery cohort was 87% (95% CI 73-100) and 65% (95% CI 52-78) for THOR non-hypermethylated and hypermethylated cancers respectively (p = 0.01). Similar differences in BPFS were noted in the validation cohort (p = 0.03). Importantly, THOR was able to predict outcome in the challenging (Gleason 6 and 7 (3 + 4)) PCa (p = 0.007). For this group, THOR was an independent risk factor for BPFS with a hazard-ratio of 3.685 (p = 0.0247). Finally, THOR hypermethylation more than doubled the risk of recurrence across all PSA levels (OR 2.5, p = 0.02).
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22
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Zhao F, Olkhov-Mitsel E, van der Kwast T, Sykes J, Zdravic D, Venkateswaran V, Zlotta AR, Loblaw A, Fleshner NE, Klotz L, Vesprini D, Bapat B. Urinary DNA Methylation Biomarkers for Noninvasive Prediction of Aggressive Disease in Patients with Prostate Cancer on Active Surveillance. J Urol 2016; 197:335-341. [PMID: 27545574 DOI: 10.1016/j.juro.2016.08.081] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/08/2016] [Indexed: 12/22/2022]
Abstract
PURPOSE Patients with prostate cancer on active surveillance are monitored by repeat prostate specific antigen measurements, digital rectal examinations and prostate biopsies. A subset of patients on active surveillance will later reclassify with disease progression, prompting definitive treatment. To minimize the risk of under treating such patients on active surveillance minimally invasive tests are urgently needed incorporating biomarkers to identify patients who will reclassify. MATERIALS AND METHODS We assessed post-digital rectal examination urine samples of patients on active surveillance for select DNA methylation biomarkers that were previously investigated in radical prostatectomy specimens and shown to correlate with an increasing risk of prostate cancer. Post-digital rectal examination urine samples were prospectively collected from 153 men on active surveillance who were diagnosed with Gleason score 6 disease. Urinary sediment DNA was analyzed for 8 DNA methylation biomarkers by multiplex MethyLight assay. Correlative analyses were performed on gene methylation and clinicopathological variables to test the ability to predict patient risk reclassification. RESULTS Using backward logistic regression a 4-gene methylation classifier panel (APC, CRIP3, GSTP1 and HOXD8) was identified. The classifier panel was able to predict patient reclassification (OR 2.559, 95% CI 1.257-5.212). We observed this panel to be an independent and superior predictor compared to current clinical predictors such as prostate specific antigen at diagnosis or the percent of tumor positive cores in the initial biopsy. CONCLUSION We report that a urine based classifier panel of 4 methylation biomarkers predicts disease progression in patients on active surveillance. Once validated in independent active surveillance cohorts, these promising biomarkers may help establish a less invasive method to monitor patients on active surveillance programs.
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Affiliation(s)
- Fang Zhao
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Ekaterina Olkhov-Mitsel
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Theodorus van der Kwast
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada; Department of Pathology, University Health Network, Toronto, Ontario, Canada
| | - Jenna Sykes
- St. Michael's Hospital, Toronto, Ontario, Canada
| | - Darko Zdravic
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Vasundara Venkateswaran
- Division of Urology, Department of Surgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Alexandre R Zlotta
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada; Department of Urology and Surgical Oncology, University Health Network, Toronto, Ontario, Canada
| | - Andrew Loblaw
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Neil E Fleshner
- Department of Urology and Surgical Oncology, University Health Network, Toronto, Ontario, Canada
| | - Laurence Klotz
- Division of Urology, Department of Surgery, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Danny Vesprini
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Bharati Bapat
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada; Department of Pathology, University Health Network, Toronto, Ontario, Canada.
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23
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Gozzi G, Chelbi ST, Manni P, Alberti L, Fonda S, Saponaro S, Fabbiani L, Rivasi F, Benhattar J, Losi L. Promoter methylation and downregulated expression of the TBX15 gene in ovarian carcinoma. Oncol Lett 2016; 12:2811-2819. [PMID: 27698863 DOI: 10.3892/ol.2016.5019] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2015] [Accepted: 06/29/2016] [Indexed: 12/12/2022] Open
Abstract
TBX15 is a gene involved in the development of mesodermal derivatives. As the ovaries and the female reproductive system are of mesodermal origin, the aim of the present study was to determine the methylation status of the TBX15 gene promoter and the expression levels of TBX15 in ovarian carcinoma, which is the most lethal and aggressive type of gynecological tumor, in order to determine the role of TBX15 in the pathogenesis of ovarian carcinoma. This alteration could be used to predict tumor development, progression, recurrence and therapeutic effects. The study was conducted on 80 epithelial ovarian carcinoma and 17 control cases (normal ovarian and tubal tissues). TBX15 promoter methylation was first determined by pyrosequencing following bisulfite modification, then by cloning and sequencing, in order to obtain information about the epigenetic haplotype. Immunohistochemical analysis was performed to evaluate the correlation between the methylation and protein expression levels. Data revealed a statistically significant increase of the TBX15 promoter region methylation in 82% of the tumor samples and in various histological subtypes. Immunohistochemistry showed an inverse correlation between methylation levels and the expression of the TBX15 protein. Furthermore, numerous tumor samples displayed varying degrees of intratumor heterogeneity. Thus, the present study determined that ovarian carcinoma typically expresses low levels of TBX15 protein, predominantly due to an epigenetic mechanism. This may have a role in the pathogenesis of ovarian carcinoma independent of the histological subtype.
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Affiliation(s)
- Gaia Gozzi
- Pathological Anatomy Unit, Department of Life Sciences, University of Modena and Reggio Emilia, I-41124 Modena, Italy; University Institute of Pathology, Lausanne University Hospital, 1011 Lausanne, Switzerland
| | - Sonia T Chelbi
- University Institute of Pathology, Lausanne University Hospital, 1011 Lausanne, Switzerland; Department of Biochemistry, University of Lausanne, 1066 Epalinges, Switzerland
| | - Paola Manni
- Pathological Anatomy Unit, Department of Life Sciences, University of Modena and Reggio Emilia, I-41124 Modena, Italy
| | - Loredana Alberti
- University Institute of Pathology, Lausanne University Hospital, 1011 Lausanne, Switzerland
| | - Sergio Fonda
- Pathological Anatomy Unit, Department of Life Sciences, University of Modena and Reggio Emilia, I-41124 Modena, Italy
| | - Sara Saponaro
- Pathological Anatomy Unit, Department of Life Sciences, University of Modena and Reggio Emilia, I-41124 Modena, Italy; University Institute of Pathology, Lausanne University Hospital, 1011 Lausanne, Switzerland
| | - Luca Fabbiani
- Department of Diagnostic Medicine, Clinic and Public Health, University of Modena and Reggio Emilia, I-41124 Modena, Italy
| | - Francesco Rivasi
- Department of Diagnostic Medicine, Clinic and Public Health, University of Modena and Reggio Emilia, I-41124 Modena, Italy
| | - Jean Benhattar
- University Institute of Pathology, Lausanne University Hospital, 1011 Lausanne, Switzerland; Biopath Lab, Medical Biology and Pathology, 1006 Lausanne, Switzerland
| | - Lorena Losi
- Pathological Anatomy Unit, Department of Life Sciences, University of Modena and Reggio Emilia, I-41124 Modena, Italy
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24
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Arribas J, Cajuso T, Rodio A, Marcos R, Leonardi A, Velázquez A. NF-κB Mediates the Expression of TBX15 in Cancer Cells. PLoS One 2016; 11:e0157761. [PMID: 27327083 PMCID: PMC4915632 DOI: 10.1371/journal.pone.0157761] [Citation(s) in RCA: 8] [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: 01/30/2016] [Accepted: 06/03/2016] [Indexed: 12/13/2022] Open
Abstract
TBX15 is a T-box transcription factor essential for development, also proposed as a marker in prostate cancer; and, recently, its antiapoptotic function indicates a role in carcinogenesis. Regulation of TBX15 is uncovered. In this study, we investigated the regulation of TBX15 expression in human cancer cells, by analyzing the regulatory function of a 5’-distal conserved region of TBX15. Bisulfite sequencing showed high methylation of the CpG island contained in this region that was not correlated with TBX15 mRNA levels, in the cancer cell lines analyzed; however, after 5-aza-dC treatment of TPC-1 cells an increase of TBX15 expression was observed. We also found a significant response of TBX15 to TNF-α activation of the NF-κB pathway using five cancer cell lines, and similar results were obtained when NF-κB was activated with PMA/ionomycin. Next, by luciferase reporter assays, we identified the TBX15 regulatory region containing two functional NF-κB binding sites with response to NF-κBp65, mapping on the -3302 and -3059 positions of the TBX15 gene. Moreover, a direct interaction of NF-κBp65 with one of the two NF-κB binding sites was indicated by ChIP assays. In summary, we provide novel data showing that NF-κB signaling up-regulates TBX15 expression in cancer cells. Furthermore, the link between TBX15 and NF-κB found in this study may be important to understand cancer and development processes.
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Affiliation(s)
- Jéssica Arribas
- Grup de Mutagènesi, Unitat de Genètica, Departament de Genètica i de Microbiologia, Facultat de Biociències, Universitat Autònoma de Barcelona, Cerdanyola del Vallés, Barcelona, Spain
- * E-mail:
| | - Tatiana Cajuso
- Grup de Mutagènesi, Unitat de Genètica, Departament de Genètica i de Microbiologia, Facultat de Biociències, Universitat Autònoma de Barcelona, Cerdanyola del Vallés, Barcelona, Spain
| | - Angela Rodio
- Dipartimento di Biologia e Patologia Cellulare e Molecolare, Università Federico II, Napoli, Italy
| | - Ricard Marcos
- Grup de Mutagènesi, Unitat de Genètica, Departament de Genètica i de Microbiologia, Facultat de Biociències, Universitat Autònoma de Barcelona, Cerdanyola del Vallés, Barcelona, Spain
- CIBER Epidemiologia y Salud Pública, Instituto de Salud Carlos III (SCIII), Madrid, Spain
| | - Antonio Leonardi
- Dipartimento di Biologia e Patologia Cellulare e Molecolare, Università Federico II, Napoli, Italy
| | - Antonia Velázquez
- Grup de Mutagènesi, Unitat de Genètica, Departament de Genètica i de Microbiologia, Facultat de Biociències, Universitat Autònoma de Barcelona, Cerdanyola del Vallés, Barcelona, Spain
- CIBER Epidemiologia y Salud Pública, Instituto de Salud Carlos III (SCIII), Madrid, Spain
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25
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Arribas J, Giménez E, Marcos R, Velázquez A. Novel antiapoptotic effect of TBX15: overexpression of TBX15 reduces apoptosis in cancer cells. Apoptosis 2016. [PMID: 26216026 DOI: 10.1007/s10495-015-1155-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
T-box genes regulate development processes, some of these genes having also a role in cell proliferation and survival. TBX15 is a T-box transcription factor that, recently, has been proposed as a marker in prostate cancer, but its function in carcinogenesis is unknown. Here the role of TBX15 in carcinogenesis was investigated using thyroid cancer cell lines. First, using western blot analysis, we show that the expression of TBX15 was altered in thyroid cancer cells lines with respect to normal thyroid cells. Transfection of thyroid cancer cells with TBX15, in the presence or absence of camptothecin as a cytotoxic agent, proved non effect of TBX15 in cell viability; but, it increased cell proliferation after 48 h of transfection (P < 0.01). Consistently, apoptosis was reduced in TBX15 transfected cells (P < 0.01) which also showed a decrease of the proapoptotic Bax regulator and an increase of the antiapoptotic Bcl2 and Bcl-XL regulators. Additionally, siRNA shutdown of constitutive TBX15 increased apoptosis. TBX15 transfection did not alter colony formation and cell migration. Taken together, these results indicate for the first time an antiapoptotic role of TBX15 in cancer cells, suggesting a contribution of TBX15 in carcinogenesis and the potential therapeutic target of TBX15.
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Affiliation(s)
- Jéssica Arribas
- Grup de Mutagènesi, Unitat de Genètica, Departament de Genètica i de Microbiologia, Facultat de Biociències, Universitat Autònoma de Barcelona, Cerdanyola del Vallés, 08193, Barcelona, Spain,
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26
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Sung JY, Jeon HG, Jeong BC, Seo SI, Jeon SS, Lee HM, Choi HY, Kang SY, Choi YL, Kwon GY. Correlation of ERG immunohistochemistry with molecular detection of TMPRSS2-ERG gene fusion. J Clin Pathol 2015; 69:586-92. [DOI: 10.1136/jclinpath-2015-203314] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2015] [Accepted: 11/22/2015] [Indexed: 01/03/2023]
Abstract
AimsTMPRSS2/E26 transformation-specific (ETS) family gene fusion in prostate carcinoma (PCa) can be detected by several methods including immunohistochemistry (IHC) for ETS-related gene (ERG), the diagnostic utility of which has not been clearly defined.MethodsWe explored TMPRSS2-ERG gene rearrangement status in 132 patients with PCa with four detection methods including fluorescence in situ hybridisation for TMPRSS2-ERG fusion, real-time reverse transcription PCR (RT-qPCR) for ERG and TMPRSS-ERG fusion transcript mRNA and IHC for ERG.ResultsConcordant results were found in 126 cases for the four detection methods and the remaining six cases showed discrepancy in one method: two cases in IHC, three cases in RT-qPCR for ERG and one case in RT-qPCR for fusion transcript. In discordant cases, the majority results were determined as final fusion status. Analysis of discrepancy cases for ERG IHC showed that weak immunoreactivity for ERG should be regarded as equivocal and that even strong immunoreactivity can be false positive. The overall incidence of TMPRSS-ERG gene fusion was 24%.ConclusionsERG IHC is a useful surrogate test for the detection of TMPRSS2-ERG gene fusion, but it needs to be interpreted with caution and definite judgement should not be based on IHC alone. A relatively low incidence of TMPRSS2-ERG gene fusion was demonstrated in this Korean cohort.
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27
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Strand SH, Hoyer S, Lynnerup AS, Haldrup C, Storebjerg TM, Borre M, Orntoft TF, Sorensen KD. High levels of 5-hydroxymethylcytosine (5hmC) is an adverse predictor of biochemical recurrence after prostatectomy in ERG-negative prostate cancer. Clin Epigenetics 2015; 7:111. [PMID: 26478752 PMCID: PMC4608326 DOI: 10.1186/s13148-015-0146-5] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2015] [Accepted: 10/02/2015] [Indexed: 12/14/2022] Open
Abstract
Background Prostate cancer (PC) can be stratified into distinct molecular subtypes based on TMPRSS2-ERG gene fusion status, but its potential prognostic value remains controversial. Likewise, routine clinicopathological features cannot clearly distinguish aggressive from indolent tumors at the time of diagnosis; thus, new prognostic biomarkers are urgently needed. The DNA methylation variant 5-hydroxymethylcytosine (5hmC, an oxidized derivative of 5-methylcytosine) has recently emerged as a new diagnostic and/or prognostic biomarker candidate for several human malignancies. However, this remains to be systematically investigated for PC. In this study, we determined 5hmC levels in 311 PC (stratified by ERG status) and 228 adjacent non-malignant (NM) prostate tissue specimens by immunohistochemical analysis of a tissue microarray, representing a large radical prostatectomy (RP) cohort with long clinical follow-up. We investigated possible correlations between 5hmC and routine clinicopathological variables and assessed the prognostic potential of 5hmC by Kaplan-Meier and uni- and multivariate Cox regression analyses in ERG+ (n = 178) vs. ERG− (n = 133) PCs using biochemical recurrence (BCR) as endpoint. Results We observed a borderline significant (p = 0.06) reduction in 5hmC levels in PC compared to NM tissue samples, which was explained by a highly significant (p < 0.001) loss of 5hmC in ERG− PCs. ERG status was not predictive of BCR in this cohort (p = 0.73), and no significant association was found between BCR and 5hmC levels in ERG+ PCs (p = 0.98). In contrast, high 5hmC immunoreactivity was a significant adverse predictor of BCR after RP in ERG− PCs, independent of Gleason score, pathological tumor stage, surgical margin status, and pre-operative prostate-specific antigen (PSA) level (hazard ratio (HR) (95 % confidence interval (CI)): 1.62 (1.15–2.28), p = 0.006). Conclusions This is the first study to demonstrate a prognostic potential for 5hmC in PC. Our findings highlight the importance of ERG stratification in PC biomarker studies and suggest that epigenetic mechanisms involving 5hmC are important for the development and/or progression of ERG− PC. Electronic supplementary material The online version of this article (doi:10.1186/s13148-015-0146-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Siri H Strand
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Soren Hoyer
- Department of Histopathology, Aarhus University Hospital, Aarhus, Denmark
| | - Anne-Sofie Lynnerup
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark ; Department of Histopathology, Aarhus University Hospital, Aarhus, Denmark ; Department of Urology, Aarhus University Hospital, Aarhus, Denmark
| | - Christa Haldrup
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Tine Maj Storebjerg
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark ; Department of Histopathology, Aarhus University Hospital, Aarhus, Denmark ; Department of Urology, Aarhus University Hospital, Aarhus, Denmark
| | - Michael Borre
- Department of Urology, Aarhus University Hospital, Aarhus, Denmark
| | - Torben F Orntoft
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Karina D Sorensen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
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28
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Integrated analysis of epigenomic and genomic changes by DNA methylation dependent mechanisms provides potential novel biomarkers for prostate cancer. Oncotarget 2015; 5:7858-69. [PMID: 25277202 PMCID: PMC4202166 DOI: 10.18632/oncotarget.2313] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Epigenetic silencing mediated by CpG methylation is a common feature of many cancers. Characterizing aberrant DNA methylation changes associated with tumor progression may identify potential prognostic markers for prostate cancer (PCa). We treated two PCa cell lines, 22Rv1 and DU-145 with the demethylating agent 5-Aza 2’–deoxycitidine (DAC) and global methylation status was analyzed by performing methylation-sensitive restriction enzyme based differential methylation hybridization strategy followed by genome-wide CpG methylation array profiling. In addition, we examined gene expression changes using a custom microarray. Gene Set Enrichment Analysis (GSEA) identified the most significantly dysregulated pathways. In addition, we assessed methylation status of candidate genes that showed reduced CpG methylation and increased gene expression after DAC treatment, in Gleason score (GS) 8 vs. GS6 patients using three independent cohorts of patients; the publically available The Cancer Genome Atlas (TCGA) dataset, and two separate patient cohorts. Our analysis, by integrating methylation and gene expression in PCa cell lines, combined with patient tumor data, identified novel potential biomarkers for PCa patients. These markers may help elucidate the pathogenesis of PCa and represent potential prognostic markers for PCa patients.
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29
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Pal RP, Kockelbergh RC, Pringle JH, Cresswell L, Hew R, Dormer JP, Cooper C, Mellon JK, Barwell JG, Hollox EJ. Immunocytochemical detection of ERG expression in exfoliated urinary cells identifies with high specificity patients with prostate cancer. BJU Int 2015; 117:686-96. [DOI: 10.1111/bju.13184] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Raj P. Pal
- Department of Cancer Studies and Molecular Medicine; University of Leicester; Leicester UK
- Department of Urology; University Hospitals of Leicester NHS Trust; Leicester UK
| | - Roger C. Kockelbergh
- Department of Urology; University Hospitals of Leicester NHS Trust; Leicester UK
| | - John Howard Pringle
- Department of Cancer Studies and Molecular Medicine; University of Leicester; Leicester UK
| | - Lara Cresswell
- Department of Cytogenetics; University Hospitals of Leicester NHS Trust; Leicester UK
| | - Roger Hew
- Department of Cellular Pathology; University Hospitals of Leicester NHS Trust; Leicester UK
| | - John P. Dormer
- Department of Cellular Pathology; University Hospitals of Leicester NHS Trust; Leicester UK
| | - Colin Cooper
- Department of Cancer Genetics; University of East Anglia; Norwich UK
| | - John Kilian Mellon
- Department of Urology; University Hospitals of Leicester NHS Trust; Leicester UK
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30
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Johnson KC, Koestler DC, Fleischer T, Chen P, Jenson EG, Marotti JD, Onega T, Kristensen VN, Christensen BC. DNA methylation in ductal carcinoma in situ related with future development of invasive breast cancer. Clin Epigenetics 2015. [PMID: 26213588 PMCID: PMC4514996 DOI: 10.1186/s13148-015-0094-0] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Background Ductal carcinoma in situ (DCIS) is a heterogeneous, pre-invasive lesion associated with an increased risk for future invasive ductal carcinoma. However, accurate risk stratification for development of invasive disease and appropriate treatment decisions remain clinical challenges. DNA methylation alterations are early events in the progression of cancer and represent emerging molecular markers that may predict invasive recurrence more accurately than traditional measures of DCIS prognosis. Results We measured DNA methylation using the Illumina HumanMethylation450K array of estrogen-receptor positive DCIS (n = 40) and adjacent-normal (n = 15) tissues from subjects in the New Hampshire Mammography Network longitudinal breast imaging registry. We identified locus-specific methylation differences between DCIS and matched adjacent-normal tissue (95,609 CpGs, Q < 0.05). Among 40 DCIS cases, 13 later developed invasive disease and we identified 641 CpG sites that exhibited differential DNA methylation (P < 0.01 and median |∆β| > 0.1) in these cases compared with age-matched subjects without invasive disease. The set of differentially methylated CpG loci associated with disease progression was enriched in homeobox-containing genes (P = 1.3E-09) and genes involved with limb morphogenesis (P = 1.0E-05). In an independent cohort, a subset of genes with progression-related differential methylation between DCIS and invasive breast cancer were confirmed. Further, the functional relevance of these genes’ regulation by methylation was demonstrated in early stage breast cancers from The Cancer Genome Atlas database. Conclusions This work contributes to the understanding of epigenetic alterations that occur in DCIS and illustrates the potential of DNA methylation as markers of DCIS progression. Electronic supplementary material The online version of this article (doi:10.1186/s13148-015-0094-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Kevin C Johnson
- Department of Pharmacology and Toxicology, Geisel School of Medicine at Dartmouth, HB 7650, Remsen 611, Hanover, NH 03755 USA ; Department of Epidemiology, Geisel School of Medicine at Dartmouth, HB 7650, Remsen 611, Hanover, NH 03755 USA
| | - Devin C Koestler
- Department of Biostatistics, University of Kansas Medical Center, Kansas City, KS USA
| | - Thomas Fleischer
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, Oslo, Norway ; The K.G. Jebsen Center for Breast Cancer, Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Panpan Chen
- Department of Pharmacology and Toxicology, Geisel School of Medicine at Dartmouth, HB 7650, Remsen 611, Hanover, NH 03755 USA ; Department of Epidemiology, Geisel School of Medicine at Dartmouth, HB 7650, Remsen 611, Hanover, NH 03755 USA
| | - Erik G Jenson
- Department of Pathology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755 USA
| | - Jonathan D Marotti
- Department of Pathology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755 USA
| | - Tracy Onega
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, HB 7650, Remsen 611, Hanover, NH 03755 USA ; Department of Data Science, Geisel School of Medicine at Dartmouth, Hanover, NH 03755 USA ; The Dartmouth Institute, Geisel School of Medicine at Dartmouth, Lebanon, NH 03766 USA
| | - Vessela N Kristensen
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital Radiumhospitalet, Oslo, Norway ; The K.G. Jebsen Center for Breast Cancer, Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway ; Department of Clinical Molecular Biology (EpiGen), Medical Division, Akershus Hospital, Lørenskog, Norway
| | - Brock C Christensen
- Department of Pharmacology and Toxicology, Geisel School of Medicine at Dartmouth, HB 7650, Remsen 611, Hanover, NH 03755 USA ; Department of Epidemiology, Geisel School of Medicine at Dartmouth, HB 7650, Remsen 611, Hanover, NH 03755 USA ; Department of Community and Family Medicine, Geisel School of Medicine at Dartmouth, Hanover, NH 03755 USA
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DNA Methylation-Guided Prediction of Clinical Failure in High-Risk Prostate Cancer. PLoS One 2015; 10:e0130651. [PMID: 26086362 PMCID: PMC4472347 DOI: 10.1371/journal.pone.0130651] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2014] [Accepted: 05/25/2015] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Prostate cancer (PCa) is a very heterogeneous disease with respect to clinical outcome. This study explored differential DNA methylation in a priori selected genes to diagnose PCa and predict clinical failure (CF) in high-risk patients. METHODS A quantitative multiplex, methylation-specific PCR assay was developed to assess promoter methylation of the APC, CCND2, GSTP1, PTGS2 and RARB genes in formalin-fixed, paraffin-embedded tissue samples from 42 patients with benign prostatic hyperplasia and radical prostatectomy specimens of patients with high-risk PCa, encompassing training and validation cohorts of 147 and 71 patients, respectively. Log-rank tests, univariate and multivariate Cox models were used to investigate the prognostic value of the DNA methylation. RESULTS Hypermethylation of APC, CCND2, GSTP1, PTGS2 and RARB was highly cancer-specific. However, only GSTP1 methylation was significantly associated with CF in both independent high-risk PCa cohorts. Importantly, trichotomization into low, moderate and high GSTP1 methylation level subgroups was highly predictive for CF. Patients with either a low or high GSTP1 methylation level, as compared to the moderate methylation groups, were at a higher risk for CF in both the training (Hazard ratio [HR], 3.65; 95% CI, 1.65 to 8.07) and validation sets (HR, 4.27; 95% CI, 1.03 to 17.72) as well as in the combined cohort (HR, 2.74; 95% CI, 1.42 to 5.27) in multivariate analysis. CONCLUSIONS Classification of primary high-risk tumors into three subtypes based on DNA methylation can be combined with clinico-pathological parameters for a more informative risk-stratification of these PCa patients.
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Taris M, Irani J, Blanchet P, Multigner L, Cathelineau X, Fromont G. ERG expression in prostate cancer: the prognostic paradox. Prostate 2014; 74:1481-7. [PMID: 25175352 DOI: 10.1002/pros.22863] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2014] [Accepted: 06/27/2014] [Indexed: 11/08/2022]
Abstract
BACKGROUND TMPRSS2/ERG fusion resulting in ERG overexpression occurs in 30 to 50% of prostate cancer (PCa) in Caucasian patients, but its prognostic relevance remains controversial. In the present study, we investigated ERG expression in all stages of PCa progression, and evaluated the prognostic impact of ERG status in clinically localized PCa (CLC) and in castration resistant disease (CRPC). METHODS ERG and AR expressions were evaluated by immunohistochemistry on tissue microarrays containing samples of high grade PIN (n = 57), CLC surgically treated (n = 299, including 185 Caucasians and 114 African-Caribbeans), metastases (n = 17), and CRPC (n = 41). RESULTS In Caucasians, ERG expression significantly increased from high grade PIN (17.5%) to pT2 (27%) and pT3 CLC (43%), then to metastases (53%). In CLC, stainings for ERG and AR were correlated, and ERG expression was less frequent in African-Caribbeans compared to Caucasians (11.5% vs. 33%). In Caucasians CLC, ERG was associated with longer recurrence free survival, after adjusting for classical prognostic markers. In CRPC, ERG was expressed in 29% of cases, and was associated with a longer overall survival. CONCLUSIONS Our results confirm that ERG expression is less frequent in PCa from patients of African descent. Although ERG expression increases during PCa natural history, positive ERG status is associated with better outcome in both CLC and CRPC. This paradox could be explained in part by the fact that ERG expression is AR dependant, then ERG positive cancers are likely to progress in a rich androgen environment, with a better response to androgen suppression.
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Affiliation(s)
- Michael Taris
- Department of Pathology, CHU-Universite de Poitiers, Poitiers, France
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Prognostic DNA methylation markers for prostate cancer. Int J Mol Sci 2014; 15:16544-76. [PMID: 25238417 PMCID: PMC4200823 DOI: 10.3390/ijms150916544] [Citation(s) in RCA: 82] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2014] [Revised: 09/05/2014] [Accepted: 09/11/2014] [Indexed: 12/14/2022] Open
Abstract
Prostate cancer (PC) is the most commonly diagnosed neoplasm and the third most common cause of cancer-related death amongst men in the Western world. PC is a clinically highly heterogeneous disease, and distinction between aggressive and indolent disease is a major challenge for the management of PC. Currently, no biomarkers or prognostic tools are able to accurately predict tumor progression at the time of diagnosis. Thus, improved biomarkers for PC prognosis are urgently needed. This review focuses on the prognostic potential of DNA methylation biomarkers for PC. Epigenetic changes are hallmarks of PC and associated with malignant initiation as well as tumor progression. Moreover, DNA methylation is the most frequently studied epigenetic alteration in PC, and the prognostic potential of DNA methylation markers for PC has been demonstrated in multiple studies. The most promising methylation marker candidates identified so far include PITX2, C1orf114 (CCDC181) and the GABRE~miR-452~miR-224 locus, in addition to the three-gene signature AOX1/C1orf114/HAPLN3. Several other biomarker candidates have also been investigated, but with less stringent clinical validation and/or conflicting evidence regarding their possible prognostic value available at this time. Here, we review the current evidence for the prognostic potential of DNA methylation markers in PC.
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Fraser M, Berlin A, Bristow RG, van der Kwast T. Genomic, pathological, and clinical heterogeneity as drivers of personalized medicine in prostate cancer. Urol Oncol 2014; 33:85-94. [PMID: 24768356 DOI: 10.1016/j.urolonc.2013.10.020] [Citation(s) in RCA: 90] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2013] [Accepted: 10/29/2013] [Indexed: 12/23/2022]
Abstract
Prostate cancer (CaP) is the most commonly diagnosed malignancy in men in the Western world. In North America, more than 275,000 men are diagnosed annually, whereby approximately 1 in 6 men will be diagnosed with CaP in their lifetime, and 1 in 34 men will die from castration-resistant metastatic disease. Unfortunately, current clinical prognostic factors explain only a proportion of the observed variation in clinical outcome from patient to patient. Furthermore, overtreatment of indolent and low-risk cancers leads to inappropriate morbidity following radiotherapy or surgery. As such, better predictors of individualized prognosis and treatment response are urgently needed to triage patients to customized and intensified CaP treatment. Recent developments in next-generation sequencing have made it possible to identify prognostic and predictive signatures based on genomic profiles. We discuss the genetic basis of CaP progression from localized to systemic disease (e.g., point mutations, copy-number alterations, and structural variants) in relation with unique features of CaP biology, including intraprostatic and interprostatic heterogeneity, multifocality and multiclonality, TMPRSS2:ERG, and other ETS-family gene fusions. Finally, we focus on the use of genomic markers as prognostic factors for local failure and for systemic disease, as novel risk-stratification tools, in triaging patients to existing treatment options, and ultimately the potential of genomics for the identification of molecular targets for therapy of CaP.
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Affiliation(s)
- Michael Fraser
- Ontario Cancer Institute and Princess Margaret Cancer Center (University Health Network), Toronto, Ontario, Canada
| | - Alejandro Berlin
- Ontario Cancer Institute and Princess Margaret Cancer Center (University Health Network), Toronto, Ontario, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada; Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Robert G Bristow
- Ontario Cancer Institute and Princess Margaret Cancer Center (University Health Network), Toronto, Ontario, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada; Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada.
| | - Theodorus van der Kwast
- Department of Pathology and Laboratory Medicine, Toronto General Hospital (University Health Network), Toronto, Ontario, Canada.
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Saraon P, Trudel D, Kron K, Dmitromanolakis A, Trachtenberg J, Bapat B, van der Kwast T, Jarvi KA, Diamandis EP. Evaluation and prognostic significance of ACAT1 as a marker of prostate cancer progression. Prostate 2014; 74:372-80. [PMID: 24311408 DOI: 10.1002/pros.22758] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2013] [Accepted: 11/18/2013] [Indexed: 11/06/2022]
Abstract
INTRODUCTION Prostate cancer is the second leading cause of cancer-related death among men in North America. While a majority of prostate cancer cases remain indolent, subsets of patients develop aggressive cancers, which may lead to death. The current methods of detection include digital rectal examination and the serum PSA test. However, due to lack of specificity, neither of these approaches is able to accurately discriminate between indolent and aggressive cancer, which is why there is a need for additional prognostic factors. Previously, we identified enzymes of the ketogenic pathway, particularly ACAT1, to be elevated in aggressive prostate cancer. METHODS In the current study, we assessed the diagnostic and prognostic potential of ACAT1 by analyzing its expression using immunohistochemistry on a tissue microarray consisting of 251 clinically localized prostate cancer patients who have undergone radical prostatectomy. RESULTS Using quantitative digital imaging software, we found that ACAT1 expression was significantly greater in cancerous cores compared to adjacent benign cores (P < 0.0001), in Gleason score (GS) ≥8 cancers versus GS≤6 cancers (P < 0.0001), GS≥8 cancers versus GS7 cancers (P = 0.001), as well as pT3/pT4 versus pT2 cancers (P = 0.001). In addition, ACAT1 predicted biochemical recurrence in univariate (HR, 1.81, CI = 1.13-2.9, P = 0.0128), and multivariate models (HR, 1.69, CI = 1.01-2.81, P = 0.0431) including pre-operative PSA level, Gleason score and pathological stage. In univariate time-to-recurrence analysis, ACAT1 expression predicted recurrence in ERG negative cases (P = 0.0025), whereas ERG positive cases did not display any differences. DISCUSSION Taken together, these findings indicate that ACAT1 expression could serve as a potential prognostic marker in prostate cancer, specifically in differentiating indolent and aggressive forms of cancer.
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Affiliation(s)
- Punit Saraon
- Samuel Lunenfeld Research Institute, Mount Sinai Hospital, Toronto, ON, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
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Xu B, Chevarie-Davis M, Chevalier S, Scarlata E, Zeizafoun N, Dragomir A, Tanguay S, Kassouf W, Aprikian A, Brimo F. The prognostic role of ERG immunopositivity in prostatic acinar adenocarcinoma: a study including 454 cases and review of the literature. Hum Pathol 2014; 45:488-97. [DOI: 10.1016/j.humpath.2013.10.012] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2013] [Revised: 10/04/2013] [Accepted: 10/10/2013] [Indexed: 10/26/2022]
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Genetic analysis of the principal genes related to prostate cancer: A review. Urol Oncol 2013; 31:1419-29. [DOI: 10.1016/j.urolonc.2012.07.011] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2012] [Revised: 06/27/2012] [Accepted: 07/20/2012] [Indexed: 12/20/2022]
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Zhao H, Thong A, Nolley R, Reese SW, Santos J, Ingels A, Peehl DM. Patient-derived tissue slice grafts accurately depict response of high-risk primary prostate cancer to androgen deprivation therapy. J Transl Med 2013; 11:199. [PMID: 23985008 PMCID: PMC3766103 DOI: 10.1186/1479-5876-11-199] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2013] [Accepted: 08/16/2013] [Indexed: 12/18/2022] Open
Abstract
Background Effective eradication of high-risk primary prostate cancer (HRPCa) could significantly decrease mortality from prostate cancer. However, the discovery of curative therapies for HRPCa is hampered by the lack of authentic preclinical models. Methods We improved upon tumorgraft models that have been shown to predict drug response in other cancer types by implanting thin, precision-cut slices of HRPCa under the renal capsule of immunodeficient mice. Tissue slice grafts (TSGs) from 6 cases of HRPCa were established in mice. Following androgen deprivation by castration, TSGs were recovered and the presence and phenotype of cancer cells were evaluated. Results High-grade cancer in TSGs generated from HRPCa displayed characteristic Gleason patterns and biomarker expression. Response to androgen deprivation therapy (ADT) was as in humans, with some cases exhibiting complete pathologic regression and others showing resistance to castration. As in humans, ADT decreased cell proliferation and prostate-specific antigen expression in TSGs. Adverse pathological features of parent HRPCa were associated with lack of regression of cancer in corresponding TSGs after ADT. Castration-resistant cancer cells remaining in TSGs showed upregulated expression of androgen receptor target genes, as occurs in castration-resistant prostate cancer (CRPC) in humans. Finally, a rare subset of castration-resistant cancer cells in TSGs underwent epithelial-mesenchymal transition, a process also observed in CRPC in humans. Conclusions Our study demonstrates the feasibility of generating TSGs from multiple patients and of generating a relatively large number of TSGs from the same HRPCa specimen with similar cell composition and histology among control and experimental samples in an in vivo setting. The authentic response of TSGs to ADT, which has been extensively characterized in humans, suggests that TSGs can serve as a surrogate model for clinical trials to achieve rapid and less expensive screening of therapeutics for HRPCa and primary CRPC.
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Affiliation(s)
- Hongjuan Zhao
- Department of Urology, Stanford University School of Medicine, Stanford, California, USA.
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Haldrup C, Mundbjerg K, Vestergaard EM, Lamy P, Wild P, Schulz WA, Arsov C, Visakorpi T, Borre M, Høyer S, Orntoft TF, Sørensen KD. DNA methylation signatures for prediction of biochemical recurrence after radical prostatectomy of clinically localized prostate cancer. J Clin Oncol 2013; 31:3250-8. [PMID: 23918943 DOI: 10.1200/jco.2012.47.1847] [Citation(s) in RCA: 105] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE Diagnostic and prognostic tools for prostate cancer (PC) are suboptimal, causing overtreatment of indolent PC and risk of delayed treatment of aggressive PC. Here, we identify six novel candidate DNA methylation markers for PC with promising diagnostic and prognostic potential. METHODS Microarray-based screening and bisulfite sequencing of 20 nonmalignant and 29 PC tissue specimens were used to identify new candidate DNA hypermethylation markers for PC. Diagnostic and prognostic potential was evaluated in 35 nonmalignant prostate tissue samples, 293 radical prostatectomy (RP) samples (cohort 1, training), and 114 malignant RP samples (cohort 2, validation) collected in Denmark, Switzerland, Germany, and Finland. Sensitivity and specificity for PC were evaluated by receiver operating characteristic analyses. Correlations between DNA methylation levels and biochemical recurrence were assessed using log-rank tests and univariate and multivariate Cox regression analyses. RESULTS Hypermethylation of AOX1, C1orf114, GAS6, HAPLN3, KLF8, and MOB3B was highly cancer specific (area under the curve, 0.89 to 0.98). Furthermore, high C1orf114 methylation was significantly (P < .05) associated with biochemical recurrence in multivariate analysis in cohort 1 (hazard ratio [HR], 3.10; 95% CI, 1.89 to 5.09) and was successfully validated in cohort 2 (HR, 3.27; 95% CI, 1.17 to 9.12). Moreover, a significant (P < .05) three-gene prognostic methylation signature (AOX1/C1orf114/HAPLN3), classifying patients into low- and high-methylation subgroups, was trained in cohort 1 (HR, 1.91; 95% CI, 1.26 to 2.90) and validated in cohort 2 (HR, 2.33; 95% CI, 1.31 to 4.13). CONCLUSION We identified six novel candidate DNA methylation markers for PC. C1orf114 hypermethylation and a three-gene methylation signature were independent predictors of time to biochemical recurrence after RP in two PC patient cohorts.
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Affiliation(s)
- Christa Haldrup
- Christa Haldrup, Kamilla Mundbjerg, Else Marie Vestergaard, Philippe Lamy, Michael Borre, Søren Høyer, Torben F. Ørntoft, and Karina D. Sørensen, Aarhus University Hospital, Aarhus, Denmark; Peter Wild, University Hospital Zurich, Zurich, Switzerland; Wolfgang A. Schulz and Christian Arsov, Heinrich Heine University, Düsseldorf, Germany; and Tapio Visakorpi, University of Tampere and Tampere University Hospital, Tampere, Finland
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Trudel D, Zafarana G, Sykes J, Have CL, Bristow RG, van der Kwast T. 4FISH-IF, a four-color dual-gene FISH combined with p63 immunofluorescence to evaluate NKX3.1 and MYC status in prostate cancer. J Histochem Cytochem 2013; 61:500-9. [PMID: 23640976 DOI: 10.1369/0022155413490946] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
NKX3.1 allelic loss and MYC amplification are common events during prostate cancer progression and have been recognized as potential prognostic factors in prostate cancer after radical prostatectomy or precision radiotherapy. We have developed a 4FISH-IF assay (a dual-gene fluorescence in situ hybridization combined with immunofluorescence) to measure both NKX3.1 and MYC status on the same slide. The 4FISH-IF assay contains four probes complementary to chromosome 8 centromere, 8p telomere, 8p21, and 8q24, as well as an antibody targeting the basal cell marker p63 visualized by immunofluorescence. The major advantages of the 4FISH-IF include the distinction between benign and malignant glands directly on the 4FISH-IF slide and the control of truncation artifact. Importantly, this specialized and innovative combined multiprobe and immunofluorescence technique can be performed on diagnostic biopsy specimens, increasing its clinical relevance. Moreover, the assay can be easily performed in a standard clinical molecular pathology laboratory. Globally, the use of 4FISH-IF decreases analytic time, increases confidence in obtained results, and maintains the tissue morphology of the diagnostic specimen.
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Affiliation(s)
- Dominique Trudel
- Department of Laboratory Medicine and Pathology/Applied Molecular Oncology, Toronto General Hospital, University Health Network, Toronto, Ontario, Canada.
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Current World Literature. Curr Opin Urol 2013. [DOI: 10.1097/mou.0b013e3283605159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Kron K, Trudel D, Pethe V, Briollais L, Fleshner N, van der Kwast T, Bapat B. Altered DNA Methylation Landscapes of Polycomb-Repressed Loci Are Associated with Prostate Cancer Progression and ERG Oncogene Expression in Prostate Cancer. Clin Cancer Res 2013; 19:3450-61. [DOI: 10.1158/1078-0432.ccr-12-3139] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Brenner JC, Chinnaiyan AM, Tomlins SA. ETS Fusion Genes in Prostate Cancer. Prostate Cancer 2013. [DOI: 10.1007/978-1-4614-6828-8_5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
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He H, Osunkoya AO, Carver P, Falzarano S, Klein E, Magi-Galluzzi C, Zhou M. Expression of ERG protein, a prostate cancer specific marker, in high grade prostatic intraepithelial neoplasia (HGPIN): lack of utility to stratify cancer risks associated with HGPIN. BJU Int 2012; 110:E751-5. [PMID: 23046279 DOI: 10.1111/j.1464-410x.2012.11557.x] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
UNLABELLED What's known on the subject? and What does the study add? High grade prostatic intraepithelial neoplasia is a pre-malignant lesion to prostate cancer and is associated with 20%-25% risk of prostate cancer in subsequent repeat biopsies. ERG is a highly prostate-cancer-specific marker. Expression of ERG is rare in isolated high grade prostatic intraepithelial neoplasia diagnosed in prostate biopsy and is not associated with cancer risk in subsequent repeat biopsies. OBJECTIVES • To evaluate how often ERG, a highly prostate-cancer-specific marker, is expressed in isolated high grade prostatic intraepithelial neoplasia (HGPIN) by immunohistochemistry. • To study whether a positive ERG immunostain in HGPIN correlates with prostate cancer (PCa) detection in subsequent repeat biopsies. PATIENTS AND METHODS • Patients with initial HGPIN in biopsies and at least one follow-up prostate biopsy were included. • Biopsies with HGPIN were immunostained for ERG. • The ERG staining results were then correlated with the PCa risk in subsequent biopsies. RESULTS • The mean age of 94 patients was 63 years (range 48-78). A mean of 1.8 (range 1-5) repeat biopsy sessions were carried out at a mean interval of 27.4 months (range 1.5-140). The repeat biopsies showed PCa and non-cancer lesions (benign, HGPIN, atypical glands suspicious for cancer) in 36 patients (38%) and 58 patients (62%) respectively. • ERG immunostain was positive in five (5.3%) biopsies with HGPIN, in which PCa was found in two (40%) subsequent biopsies. Of 89 biopsies with negative ERG staining, PCa was found in 34 (38%) repeat biopsies. The cancer detection rate was not different between ERG positive and negative cases (P= 0.299). CONCLUSIONS • This is the first study to investigate the ERG protein expression in prostate biopsy containing HGPIN only and its use to stratify the cancer risk associated with HGPIN. We found that ERG expression is distinctly uncommon in isolated HGPIN (5.3%). • Positive ERG expression is not associated with increased cancer detection in subsequent repeat biopsies. The use of ERG immunostain in the evaluation and cancer risk stratification of HGPIN is of limited value.
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Affiliation(s)
- Huiying He
- Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH, USA
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