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Meyer B, Stirzaker C, Ramkomuth S, Harvey K, Chan B, Lee CS, Karim R, Deng N, Avery-Kiejda KA, Scott RJ, Lakhani S, Fox S, Robbins E, Shin JS, Beith J, Gill A, Sioson L, Chan C, Krishnaswamy M, Cooper C, Warrier S, Mak C, Rasko JE, Bailey CG, Swarbrick A, Clark SJ, O'Toole S, Pidsley R. Detailed DNA methylation characterisation of phyllodes tumours identifies a signature of malignancy and distinguishes phyllodes from metaplastic breast carcinoma. J Pathol 2024; 262:480-494. [PMID: 38300122 DOI: 10.1002/path.6250] [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: 07/25/2023] [Revised: 11/03/2023] [Accepted: 12/07/2023] [Indexed: 02/02/2024]
Abstract
Phyllodes tumours (PTs) are rare fibroepithelial lesions of the breast that are classified as benign, borderline, or malignant. As little is known about the molecular underpinnings of PTs, current diagnosis relies on histological examination. However, accurate classification is often difficult, particularly for distinguishing borderline from malignant PTs. Furthermore, PTs can be misdiagnosed as other tumour types with shared histological features, such as fibroadenoma and metaplastic breast cancers. As DNA methylation is a recognised hallmark of many cancers, we hypothesised that DNA methylation could provide novel biomarkers for diagnosis and tumour stratification in PTs, whilst also allowing insight into the molecular aetiology of this otherwise understudied tumour. We generated whole-genome methylation data using the Illumina EPIC microarray in a novel PT cohort (n = 33) and curated methylation microarray data from published datasets including PTs and other potentially histopathologically similar tumours (total n = 817 samples). Analyses revealed that PTs have a unique methylome compared to normal breast tissue and to potentially histopathologically similar tumours (metaplastic breast cancer, fibroadenoma and sarcomas), with PT-specific methylation changes enriched in gene sets involved in KRAS signalling and epithelial-mesenchymal transition. Next, we identified 53 differentially methylated regions (DMRs) (false discovery rate < 0.05) that specifically delineated malignant from non-malignant PTs. The top DMR in both discovery and validation cohorts was hypermethylation at the HSD17B8 CpG island promoter. Matched PT single-cell expression data showed that HSD17B8 had minimal expression in fibroblast (putative tumour) cells. Finally, we created a methylation classifier to distinguish PTs from metaplastic breast cancer samples, where we revealed a likely misdiagnosis for two TCGA metaplastic breast cancer samples. In conclusion, DNA methylation alterations are associated with PT histopathology and hold the potential to improve our understanding of PT molecular aetiology, diagnostics, and risk stratification. © 2024 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Braydon Meyer
- Epigenetics Research Laboratory, Cancer Ecosystems Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- St. Vincent's Clinical School, University of New South Wales, Sydney, New South Wales, Australia
| | - Clare Stirzaker
- Epigenetics Research Laboratory, Cancer Ecosystems Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- St. Vincent's Clinical School, University of New South Wales, Sydney, New South Wales, Australia
| | - Sonny Ramkomuth
- Tumour Progression Laboratory, Cancer Ecosystems Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Kate Harvey
- Tumour Progression Laboratory, Cancer Ecosystems Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Belinda Chan
- Department of Surgery, Chris O'Brien Lifehouse, Camperdown, New South Wales, Australia
| | - Cheok Soon Lee
- Department of Tissue Pathology and Diagnostic Oncology, NSW Health Pathology, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
- Department of Anatomical Pathology and Molecular Pathology Laboratory, Liverpool Hospital, Liverpool, New South Wales, Australia
- Discipline of Pathology, School of Medicine, Western Sydney University, Liverpool, New South Wales, Australia
| | - Rooshdiya Karim
- Department of Tissue Pathology and Diagnostic Oncology, NSW Health Pathology, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
- Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
| | - Niantao Deng
- Tumour Progression Laboratory, Cancer Ecosystems Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Kelly A Avery-Kiejda
- School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, The University of Newcastle, Newcastle, New South Wales, Australia
- Discipline of Medical Genetics, School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, New South Wales, Australia
| | - Rodney J Scott
- Discipline of Medical Genetics, School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, New South Wales, Australia
- Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | - Sunil Lakhani
- UQ Centre for Clinical Research, The University of Queensland, Brisbane, Queensland, Australia
- Pathology Queensland, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia
| | - Stephen Fox
- Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
| | - Elizabeth Robbins
- Department of Tissue Pathology and Diagnostic Oncology, NSW Health Pathology, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
| | - Joo-Shik Shin
- Department of Tissue Pathology and Diagnostic Oncology, NSW Health Pathology, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
| | - Jane Beith
- Psycho-Oncology Co-Operative Group (PoCoG), University of Sydney, Sydney, New South Wales, Australia
- Chris O'Brien Lifehouse, Sydney, New South Wales, Australia
- University of Sydney, Sydney, New South Wales, Australia
| | - Anthony Gill
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, New South Wales, Australia
- NSW Health Pathology, Department of Anatomical Pathology, Royal North Shore Hospital, St Leonards, New South Wales, Australia
- Sydney Medical School, University of Sydney, St Leonards, New South Wales, Australia
| | - Loretta Sioson
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, New South Wales, Australia
- NSW Health Pathology, Department of Anatomical Pathology, Royal North Shore Hospital, St Leonards, New South Wales, Australia
- Sydney Medical School, University of Sydney, St Leonards, New South Wales, Australia
| | - Charles Chan
- NSW Health Pathology, Department of Anatomical Pathology, Concord Repatriation General Hospital, Sydney, New South Wales, Australia
- Concord Clinical School, Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia
| | - Mrudula Krishnaswamy
- NSW Health Pathology, Department of Anatomical Pathology, Concord Repatriation General Hospital, Sydney, New South Wales, Australia
- Concord Clinical School, Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia
| | - Caroline Cooper
- Anatomical Pathology, Pathology Queensland, Princess Alexandra Hospital, Woolloongabba, Queensland, Australia
- Faculty of Medicine, The University of Queensland, St Lucia, Queensland, Australia
| | - Sanjay Warrier
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
- Sydney Medical Program, The University of Sydney, Sydney, New South Wales, Australia
- Department of Breast Surgery, Chris O'Brien Lifehouse, Camperdown, New South Wales, Australia
| | - Cindy Mak
- Faculty of Medicine, The University of Queensland, St Lucia, Queensland, Australia
- Department of Breast Surgery, Chris O'Brien Lifehouse, Camperdown, New South Wales, Australia
| | - John Ej Rasko
- Faculty of Medicine, The University of Queensland, St Lucia, Queensland, Australia
- Department of Cell and Molecular Therapies, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia
- Gene and Stem Cell Therapy Program, Centenary Institute, Sydney, New South Wales, Australia
| | - Charles G Bailey
- Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
- Gene and Stem Cell Therapy Program, Centenary Institute, Sydney, New South Wales, Australia
- Cancer and Gene Regulation Laboratory Centenary Institute, The University of Sydney, Camperdown, New South Wales, Australia
| | - Alexander Swarbrick
- St. Vincent's Clinical School, University of New South Wales, Sydney, New South Wales, Australia
- Tumour Progression Laboratory, Cancer Ecosystems Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Susan J Clark
- Epigenetics Research Laboratory, Cancer Ecosystems Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- St. Vincent's Clinical School, University of New South Wales, Sydney, New South Wales, Australia
| | - Sandra O'Toole
- Tumour Progression Laboratory, Cancer Ecosystems Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- Department of Tissue Pathology and Diagnostic Oncology, NSW Health Pathology, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
- Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
| | - Ruth Pidsley
- Epigenetics Research Laboratory, Cancer Ecosystems Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia
- St. Vincent's Clinical School, University of New South Wales, Sydney, New South Wales, Australia
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Numata Y, Akutsu N, Idogawa M, Wagatsuma K, Numata Y, Ishigami K, Nakamura T, Hirano T, Kawakami Y, Masaki Y, Murota A, Sasaki S, Nakase H. Genomic analysis of an aggressive hepatic leiomyosarcoma case following treatment for hepatocellular carcinoma. Hepatol Res 2024. [PMID: 38459823 DOI: 10.1111/hepr.14034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 02/05/2024] [Accepted: 02/17/2024] [Indexed: 03/10/2024]
Abstract
A 70-year-old man undergoing treatment for immunoglobulin G4-related disease developed a liver mass on computed tomography during routine imaging examination. The tumor was located in the hepatic S1/4 region, was 38 mm in size, and showed arterial enhancement on dynamic contrast-enhanced computed tomography. We performed a liver biopsy and diagnosed moderately differentiated hepatocellular carcinoma. The patient underwent proton beam therapy. The tumor remained unchanged but enlarged after 4 years. The patient was diagnosed with hepatocellular carcinoma recurrence and received hepatic arterial chemoembolization. However, 1 year later, the patient developed jaundice, and the liver tumor grew in size. Unfortunately, the patient passed away. Autopsy revealed that the tumor consisted of spindle-shaped cells exhibiting nuclear atypia and a fission pattern and tested positive for α-smooth muscle actin and vimentin. No hepatocellular carcinoma components were observed, and the patient was pathologically diagnosed with hepatic leiomyosarcoma. Next-generation sequencing revealed somatic mutations in CACNA2D4, CTNNB1, DOCK5, IPO8, MTMR1, PABPC5, SEMA6D, and ZFP36L1. Based on the genetic mutation, sarcomatoid hepatocarcinoma was the most likely pathogenesis in this case. This mutation is indicative of the transition from sarcomatoid hepatocarcinoma to hepatic leiomyosarcoma.
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Affiliation(s)
- Yuto Numata
- Department of Gastroenterology and Hepatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Noriyuki Akutsu
- Department of Gastroenterology and Hepatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Masashi Idogawa
- Department of Gastroenterology and Hepatology, Sapporo Medical University School of Medicine, Sapporo, Japan
- Department of Medical Genome Sciences, Cancer Research Institute, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Kohei Wagatsuma
- Department of Gastroenterology and Hepatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Yasunao Numata
- Department of Gastroenterology and Hepatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Keisuike Ishigami
- Department of Gastroenterology and Hepatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Tomoya Nakamura
- Department of Gastroenterology and Hepatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Takehiro Hirano
- Department of Gastroenterology and Hepatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Yujiro Kawakami
- Department of Gastroenterology and Hepatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Yoshiharu Masaki
- Department of Gastroenterology and Hepatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Ayako Murota
- Department of Gastroenterology and Hepatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Shigeru Sasaki
- Department of Gastroenterology and Hepatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Hiroshi Nakase
- Department of Gastroenterology and Hepatology, Sapporo Medical University School of Medicine, Sapporo, Japan
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Peters TJ, Meyer B, Ryan L, Achinger-Kawecka J, Song J, Campbell EM, Qu W, Nair S, Loi-Luu P, Stricker P, Lim E, Stirzaker C, Clark SJ, Pidsley R. Characterisation and reproducibility of the HumanMethylationEPIC v2.0 BeadChip for DNA methylation profiling. BMC Genomics 2024; 25:251. [PMID: 38448820 PMCID: PMC10916044 DOI: 10.1186/s12864-024-10027-5] [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: 10/12/2023] [Accepted: 01/18/2024] [Indexed: 03/08/2024] Open
Abstract
BACKGROUND The Illumina family of Infinium Methylation BeadChip microarrays has been widely used over the last 15 years for genome-wide DNA methylation profiling, including large-scale and population-based studies, due to their ease of use and cost effectiveness. Succeeding the popular HumanMethylationEPIC BeadChip (EPICv1), the recently released Infinium MethylationEPIC v2.0 BeadChip (EPICv2) claims to extend genomic coverage to more than 935,000 CpG sites. Here, we comprehensively characterise the reproducibility, reliability and annotation of the EPICv2 array, based on bioinformatic analysis of both manifest data and new EPICv2 data from diverse biological samples. RESULTS We find a high degree of reproducibility with EPICv1, evidenced by comparable sensitivity and precision from empirical cross-platform comparison incorporating whole genome bisulphite sequencing (WGBS), and high correlation between technical sample replicates, including between samples with DNA input levels below the manufacturer's recommendation. We provide a full assessment of probe content, evaluating genomic distribution and changes from previous array versions. We characterise EPICv2's new feature of replicated probes and provide recommendations as to the superior probes. In silico analysis of probe sequences demonstrates that probe cross-hybridisation remains a significant problem in EPICv2. By mapping the off-target sites at single nucleotide resolution and comparing with WGBS we show empirical evidence for preferential off-target binding. CONCLUSIONS Overall, we find EPICv2 a worthy successor to the previous Infinium methylation microarrays, however some technical issues remain. To support optimal EPICv2 data analysis we provide an expanded version of the EPICv2 manifest to aid researchers in understanding probe design, data processing, choosing appropriate probes for analysis and for integration with methylation datasets from previous versions of the Infinium Methylation BeadChip.
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Affiliation(s)
- Timothy J Peters
- Garvan Institute of Medical Research, Sydney, NSW, 2010, Australia
- St Vincent's Clinical School, UNSW Sydney, Sydney, NSW, 2010, Australia
| | - Braydon Meyer
- Garvan Institute of Medical Research, Sydney, NSW, 2010, Australia
- St Vincent's Clinical School, UNSW Sydney, Sydney, NSW, 2010, Australia
| | - Lauren Ryan
- Garvan Institute of Medical Research, Sydney, NSW, 2010, Australia
- St Vincent's Clinical School, UNSW Sydney, Sydney, NSW, 2010, Australia
| | - Joanna Achinger-Kawecka
- Garvan Institute of Medical Research, Sydney, NSW, 2010, Australia
- St Vincent's Clinical School, UNSW Sydney, Sydney, NSW, 2010, Australia
| | - Jenny Song
- Garvan Institute of Medical Research, Sydney, NSW, 2010, Australia
| | - Elyssa M Campbell
- Garvan Institute of Medical Research, Sydney, NSW, 2010, Australia
- St Vincent's Clinical School, UNSW Sydney, Sydney, NSW, 2010, Australia
| | - Wenjia Qu
- Garvan Institute of Medical Research, Sydney, NSW, 2010, Australia
| | - Shalima Nair
- Garvan Institute of Medical Research, Sydney, NSW, 2010, Australia
| | - Phuc Loi-Luu
- Garvan Institute of Medical Research, Sydney, NSW, 2010, Australia
| | - Phillip Stricker
- Garvan Institute of Medical Research, Sydney, NSW, 2010, Australia
- St Vincent's Clinical School, UNSW Sydney, Sydney, NSW, 2010, Australia
- Department of Urology, St. Vincent's Prostate Cancer Centre, Sydney, NSW, 2050, Australia
| | - Elgene Lim
- Garvan Institute of Medical Research, Sydney, NSW, 2010, Australia
- St Vincent's Clinical School, UNSW Sydney, Sydney, NSW, 2010, Australia
| | - Clare Stirzaker
- Garvan Institute of Medical Research, Sydney, NSW, 2010, Australia
- St Vincent's Clinical School, UNSW Sydney, Sydney, NSW, 2010, Australia
| | - Susan J Clark
- Garvan Institute of Medical Research, Sydney, NSW, 2010, Australia.
- St Vincent's Clinical School, UNSW Sydney, Sydney, NSW, 2010, Australia.
| | - Ruth Pidsley
- Garvan Institute of Medical Research, Sydney, NSW, 2010, Australia.
- St Vincent's Clinical School, UNSW Sydney, Sydney, NSW, 2010, Australia.
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Rafikova G, Gilyazova I, Enikeeva K, Pavlov V, Kzhyshkowska J. Prostate Cancer: Genetics, Epigenetics and the Need for Immunological Biomarkers. Int J Mol Sci 2023; 24:12797. [PMID: 37628978 PMCID: PMC10454494 DOI: 10.3390/ijms241612797] [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: 06/14/2023] [Revised: 08/08/2023] [Accepted: 08/10/2023] [Indexed: 08/27/2023] Open
Abstract
Epidemiological data highlight prostate cancer as a significant global health issue, with high incidence and substantial impact on patients' quality of life. The prevalence of this disease is associated with various factors, including age, heredity, and race. Recent research in prostate cancer genetics has identified several genetic variants that may be associated with an increased risk of developing the disease. However, despite the significance of these findings, genetic markers for prostate cancer are not currently utilized in clinical practice as reliable indicators of the disease. In addition to genetics, epigenetic alterations also play a crucial role in prostate cancer development. Aberrant DNA methylation, changes in chromatin structure, and microRNA (miRNA) expression are major epigenetic events that influence oncogenesis. Existing markers for prostate cancer, such as prostate-specific antigen (PSA), have limitations in terms of sensitivity and specificity. The cost of testing, follow-up procedures, and treatment for false-positive results and overdiagnosis contributes to the overall healthcare expenditure. Improving the effectiveness of prostate cancer diagnosis and prognosis requires either narrowing the risk group by identifying new genetic factors or enhancing the sensitivity and specificity of existing markers. Immunological biomarkers (both circulating and intra-tumoral), including markers of immune response and immune dysfunction, represent a potentially useful area of research for enhancing the diagnosis and prognosis of prostate cancer. Our review emphasizes the need for developing novel immunological biomarkers to improve the diagnosis, prognosis, and management of prostate cancer. We highlight the most recent achievements in the identification of biomarkers provided by circulating monocytes and tumor-associated macrophages (TAMs). We highlight that monocyte-derived and TAM-derived biomarkers can enable to establish the missing links between genetic predisposition, hormonal metabolism and immune responses in prostate cancer.
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Affiliation(s)
- Guzel Rafikova
- Institute of Urology and Clinical Oncology, Bashkir State Medical University, 450077 Ufa, Russia (K.E.); (V.P.)
| | - Irina Gilyazova
- Institute of Urology and Clinical Oncology, Bashkir State Medical University, 450077 Ufa, Russia (K.E.); (V.P.)
- Institute of Biochemistry and Genetics, Ufa Federal Research Center of the Russian Academy of Sciences, 450054 Ufa, Russia
| | - Kadriia Enikeeva
- Institute of Urology and Clinical Oncology, Bashkir State Medical University, 450077 Ufa, Russia (K.E.); (V.P.)
| | - Valentin Pavlov
- Institute of Urology and Clinical Oncology, Bashkir State Medical University, 450077 Ufa, Russia (K.E.); (V.P.)
| | - Julia Kzhyshkowska
- Laboratory for Translational Cellular and Molecular Biomedicine, Tomsk State University, 634050 Tomsk, Russia
- Genetic Technology Laboratory, Siberian State Medical University, 634050 Tomsk, Russia
- Institute of Transfusion Medicine and Immunology, Mannheim Institute of Innate Immunosciences (MI3), Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany
- German Red Cross Blood Service Baden-Württemberg—Hessen, 68167 Mannheim, Germany
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Ragavi R, Muthukumaran P, Nandagopal S, Ahirwar DK, Tomo S, Misra S, Guerriero G, Shukla KK. Epigenetics regulation of prostate cancer: Biomarker and therapeutic potential. Urol Oncol 2023:S1078-1439(23)00090-X. [PMID: 37032230 DOI: 10.1016/j.urolonc.2023.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 03/07/2023] [Accepted: 03/14/2023] [Indexed: 04/11/2023]
Abstract
Prostate cancer (CaP) is the second leading cause of cancer death and displays a broad range of clinical behavior from relatively indolent to aggressive metastatic disease. The etiology of most cases of CaP is not understood completely, which makes it imperative to search for the molecular basis of CaP and markers for early diagnosis. Epigenetic modifications, including changes in DNA methylation patterns, histone modifications, miRNAs, and lncRNAs are key drivers of prostate tumorigenesis. These epigenetic defects might be due to deregulated expression of the epigenetic machinery, affecting the expression of several important genes like GSTP1, RASSF1, CDKN2, RARRES1, IGFBP3, RARB, TMPRSS2-ERG, ITGB4, AOX1, HHEX, WT1, HSPE, PLAU, FOXA1, ASC, GPX3, EZH2, LSD1, etc. In this review, we highlighted the most important epigenetic gene alterations and their variations as a diagnostic marker and target for therapeutic intervention of CaP in the future. Characterization of epigenetic changes involved in CaP is obscure and adequate validation studies are still required to corroborate the present results that would be the impending future of transforming basic research settings into clinical practice.
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Affiliation(s)
- Ravindran Ragavi
- Department of Biochemistry, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | | | - Srividhya Nandagopal
- Department of Biochemistry, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - Dinesh Kumar Ahirwar
- Department of Bioscience & Bioengineering, Indian Institute of Technology Jodhpur, Karwar, Jodhpur, Rajasthan, India
| | - Sojit Tomo
- Department of Biochemistry, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - Sanjeev Misra
- Atal Bihari Vajpayee Medical University, Lucknow Uttar Pradesh, India
| | - Giulia Guerriero
- Comparative Endocrinology Lab, Department of Biology, University of Naples Federico II, Naples, Italy
| | - Kamla Kant Shukla
- Department of Biochemistry, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India.
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