Circulating Methylated DNA as a Diagnostic Biomarker for Ovarian Cancer: A Systematic Review and Meta-Analysis

dc.contributor.advisorKartikasari, April
dc.contributor.advisorPlebanski, Magdalena
dc.contributor.authorAlamri, Mohammed
dc.date.accessioned2024-12-30T09:33:51Z
dc.date.issued2024-11-17
dc.description.abstractBackground: Ovarian cancer (OC) ranks top among all deadly gynaecological malignancies due to being identified at late stages resulting from the unavailability of early diagnosis methods. DNA methylation, which is greatly considered key epigenetic change, has increasingly been suggested to provide a potential marker for early OC detection. Circulating cell-free DNA (cfDNA) contains abnormal methylation patterns offering opportunities for non-invasive, stage-specific diagnostic approaches. Aim: To evaluate the diagnostic accuracy and reliability of circulating methylated DNA biomarkers for OC detection and to identify the most effective biomarkers for distinguishing between different stages of the disease. Hypothesis: Circulating methylated DNA biomarkers serve as reliable, non-invasive indicators for early OC detection and possess the potential to differentiate between various disease stages, thereby improving diagnostic accuracy and patient outcomes. Method: To conduct a comprehensive systematic review and meta-analysis, a thorough was performed across Pubmed, Embase and Web of Science databases from inception up to the end of October 2024. A total of 29 articles, encompassing 135 studies with a combined enrolment of over 10,000 participants were selected for inclusion and analysis. This research evaluated the diagnostic performance of methylated DNA biomarkers for detecting OC by analyzing diagnostic metrics including sensitivity, specificity and diagnostic odds ratio (DOR), using bivariate hierarchical random-effect models. Results: Methylated DNA panels exhibited excellent diagnostic accuracy (sensitivity 83.16%, specificity 95.63%) compared to single biomarkers (sensitivity 65.33%, specificity 99.74%). Integrating methylated DNA panels with traditional protein biomarkers, such as CA125, improved sensitivity (86.36%) while maintaining high specificity (91.34%). Biomarkers like RASSF1A and HOXA9 displayed particular promise for early-stage detection. Conclusion: This research emphasizes the potential role of circulating methylated DNA biomarkers for non-invasive and stage-specific detection of OC, especially when used in panels. These findings help establish the foundation for developing reliable diagnostic tools, facilitating earlier intervention and enhancing management strategies for OC.
dc.format.extent46
dc.identifier.urihttps://hdl.handle.net/20.500.14154/74513
dc.language.isoen
dc.publisherRoyal Melbourne Institute of Technology University (RMIT)
dc.subjectOvarian Cancer
dc.subjectCirculating Tumour DNA
dc.subjectCell-Free DNA
dc.subjectDiagnostic odds ratio
dc.titleCirculating Methylated DNA as a Diagnostic Biomarker for Ovarian Cancer: A Systematic Review and Meta-Analysis
dc.typeThesis
sdl.degree.departmentSchool of Health and Biomedical Sciences
sdl.degree.disciplineClinical Biochemistry
sdl.degree.grantorRoyal Melbourne Institute of Technology University (RMIT)
sdl.degree.nameMaster of Laboratory Medicine
sdl.thesis.sourceSACM - Australia

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