Epigenetic modifications of cfDNA in liquid biopsy for the cancer care continuum.

IF 4.1 3区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
Jodie Wong, Rohit Muralidhar, Liang Wang, Chiang-Ching Huang
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引用次数: 0

Abstract

This review provides a comprehensive overview of the latest advancements in the clinical utility of liquid biopsy, with a particular focus on epigenetic approaches aimed at overcoming challenges in cancer diagnosis and treatment. It begins by elucidating key epigenetic terms, including methylomics, fragmentomics, and nucleosomics. The review progresses to discuss methods for analyzing circulating cell-free DNA (cfDNA) and highlights recent studies showcasing the clinical relevance of epigenetic modifications in areas such as diagnosis, drug treatment response, minimal residual disease (MRD) detection, and prognosis prediction. While acknowledging hurdles like the complexity of interpreting epigenetic data and the absence of standardization, the review charts a path forward. It advocates for the integration of multi-omic data through machine learning algorithms to refine predictive models and stresses the importance of collaboration among clinicians, researchers, and data scientists. Such cooperative efforts are essential to fully leverage the potential of epigenetic features in clinical practice.

液体活检中 cfDNA 的表观遗传学修饰,促进癌症治疗的连续性。
本综述全面概述了液体活检临床应用的最新进展,尤其关注旨在克服癌症诊断和治疗难题的表观遗传学方法。文章首先阐明了关键的表观遗传学术语,包括甲基组学、片段组学和核糖体学。综述接着讨论了分析循环游离细胞DNA(cfDNA)的方法,并重点介绍了最近的研究,这些研究展示了表观遗传修饰在诊断、药物治疗反应、最小残留病(MRD)检测和预后预测等领域的临床意义。在承认表观遗传学数据解读的复杂性和缺乏标准化等障碍的同时,该综述描绘了一条前进的道路。它提倡通过机器学习算法整合多组学数据,以完善预测模型,并强调临床医生、研究人员和数据科学家之间合作的重要性。这种合作对于在临床实践中充分利用表观遗传特征的潜力至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Biomedical Journal
Biomedical Journal Medicine-General Medicine
CiteScore
11.60
自引率
1.80%
发文量
128
审稿时长
42 days
期刊介绍: Biomedical Journal publishes 6 peer-reviewed issues per year in all fields of clinical and biomedical sciences for an internationally diverse authorship. Unlike most open access journals, which are free to readers but not authors, Biomedical Journal does not charge for subscription, submission, processing or publication of manuscripts, nor for color reproduction of photographs. Clinical studies, accounts of clinical trials, biomarker studies, and characterization of human pathogens are within the scope of the journal, as well as basic studies in model species such as Escherichia coli, Caenorhabditis elegans, Drosophila melanogaster, and Mus musculus revealing the function of molecules, cells, and tissues relevant for human health. However, articles on other species can be published if they contribute to our understanding of basic mechanisms of biology. A highly-cited international editorial board assures timely publication of manuscripts. Reviews on recent progress in biomedical sciences are commissioned by the editors.
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