Please use this identifier to cite or link to this item: https://swslhd.intersearch.com.au/swslhdjspui/handle/1/12585
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dc.contributor.authorMeyer, B.-
dc.contributor.authorStirzaker, C.-
dc.contributor.authorRamkomuth, S.-
dc.contributor.authorHarvey, K.-
dc.contributor.authorChan, B.-
dc.contributor.authorLee, C. S.-
dc.contributor.authorKarim, R.-
dc.contributor.authorDeng, N.-
dc.contributor.authorAvery-Kiejda, K. A.-
dc.contributor.authorScott, R. J.-
dc.contributor.authorLakhani, S.-
dc.contributor.authorFox, S.-
dc.contributor.authorRobbins, E.-
dc.contributor.authorShin, J. S.-
dc.contributor.authorBeith, J.-
dc.contributor.authorGill, A.-
dc.contributor.authorSioson, L.-
dc.contributor.authorChan, C.-
dc.contributor.authorKrishnaswamy, M.-
dc.contributor.authorCooper, C.-
dc.contributor.authorWarrier, S.-
dc.contributor.authorMak, C.-
dc.contributor.authorRasko, J. E. J.-
dc.contributor.authorBailey, C. G.-
dc.contributor.authorSwarbrick, A.-
dc.contributor.authorClark, S. J.-
dc.contributor.authorO'Toole, S.-
dc.contributor.authorPidsley, R.-
dc.date.accessioned2024-03-11T01:57:26Z-
dc.date.available2024-03-11T01:57:26Z-
dc.date.issued2024-
dc.identifier.issn00223417 (ISSN)-
dc.identifier.urihttps://swslhd.intersearch.com.au/swslhdjspui/handle/1/12585-
dc.description.abstractPhyllodes 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. The Journal of Pathology� 2023 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.-
dc.publisherJohn Wiley and Sons Ltd-
dc.subjectbreast cancer DNA methylation epigenetics fibroadenoma machine learning phyllodes tumour sarcoma-
dc.titleDetailed DNA methylation characterisation of phyllodes tumours identifies a signature of malignancy and distinguishes phyllodes from metaplastic breast carcinoma-
dc.typeJournal Article-
dc.contributor.swslhdauthorLee, Cheok Soon-
dc.description.affiliatesEpigenetics Research Laboratory, Cancer Ecosystems Program, Garvan Institute of Medical Research, Sydney, NSW, Australia St. Vincent's Clinical School, University of New South Wales, Sydney, NSW, Australia Tumour Progression Laboratory, Cancer Ecosystems Program, Garvan Institute of Medical Research, Sydney, NSW, Australia Department of Surgery, Chris O'Brien Lifehouse, Camperdown, NSW, Australia Department of Tissue Pathology and Diagnostic Oncology, NSW Health Pathology, Royal Prince Alfred Hospital, Camperdown, NSW, Australia Department of Anatomical Pathology and Molecular Pathology Laboratory, Liverpool Hospital, Liverpool, NSW, Australia Discipline of Pathology, School of Medicine, Western Sydney University, Liverpool, NSW, Australia Sydney Medical School, University of Sydney, Sydney, NSW, Australia School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, The University of Newcastle, Newcastle, NSW, Australia Discipline of Medical Genetics, School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW, Australia Hunter Medical Research Institute, Newcastle, NSW, Australia UQ Centre for Clinical Research, The University of Queensland, Brisbane, QLD, Australia Pathology Queensland, Royal Brisbane and Women's Hospital, Brisbane, QLD, Australia Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia Psycho-Oncology Co-Operative Group (PoCoG), University of Sydney, Sydney, NSW, Australia Chris O'Brien Lifehouse, Sydney, NSW, Australia University of Sydney, Sydney, NSW, Australia Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia NSW Health Pathology, Department of Anatomical Pathology, Royal North Shore Hospital, St Leonards, NSW, Australia Sydney Medical School, University of Sydney, St Leonards, NSW, Australia NSW Health Pathology, Department of Anatomical Pathology, Concord Repatriation General Hospital, Sydney, NSW, Australia Concord Clinical School, Sydney Medical School, The University of Sydney, Sydney, NSW, Australia Anatomical Pathology, Pathology Queensland, Princess Alexandra Hospital, Woolloongabba, QLD, Australia Faculty of Medicine, The University of Queensland, St Lucia, QLD, Australia Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia Sydney Medical Program, The University of Sydney, Sydney, NSW, Australia Department of Breast Surgery, Chris O'Brien Lifehouse, Camperdown, NSW, Australia Department of Cell and Molecular Therapies, Royal Prince Alfred Hospital, Sydney, NSW, Australia Gene and Stem Cell Therapy Program, Centenary Institute, Sydney, NSW, Australia Cancer and Gene Regulation Laboratory Centenary Institute, The University of Sydney, Camperdown, NSW, Australia-
dc.identifier.doi10.1002/path.6250-
dc.identifier.departmentLiverpool Hospital, Department of Anatomical Pathology-
dc.type.studyortrialArticle-
dc.identifier.journaltitleJournal of Pathology-
Appears in Collections:Liverpool Hospital

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