全基因组甲基化状态和长非编码RNA表达之间的相互作用未得到充分探讨,反映在乳腺癌症研究中:对3P医学框架下的疾病管理的潜在影响。

IF 6.5 2区 医学 Q1 Medicine Epma Journal Pub Date : 2023-05-22 eCollection Date: 2023-06-01 DOI:10.1007/s13167-023-00323-7
Andrea Kapinova, Alena Mazurakova, Erika Halasova, Zuzana Dankova, Dietrich Büsselberg, Vincenzo Costigliola, Olga Golubnitschaja, Peter Kubatka
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引用次数: 1

摘要

癌症(BC)是全球范围内最常见的女性恶性肿瘤。遗传改变和表观遗传区域转移之间的全面相互作用协同导致疾病发展和进展为转移性BC。DNA和组蛋白甲基化作为研究最多的表观遗传学修饰,代表了致癌过程中的常见和早期事件。为此,通过对DNA、RNA和组蛋白甲基化的调节,长非编码RNA(lncRNA)被认为是BC病理机制中有效的表观遗传学调节剂。反过来,DNA、RNA和组蛋白的甲基化状态可以影响lncRNA的表达水平,这表明了相关机制的相互作用。此外,lncRNA可能会发生甲基化,以应对实际的医疗条件,如肿瘤发展和治疗的恶性肿瘤。BC中全基因组甲基化状态和长非编码RNA表达水平之间的相互作用在很大程度上仍未被探索。根据证据,由于该领域的生物/医学研究非常分散,这种相互作用对不列颠哥伦比亚省发展和进展的相关性尚未得到系统分析。从上下文来看,这篇文章旨在:巩固关于不列颠哥伦比亚省全基因组甲基化状态和相应lncRNA表达模式的积累知识,并强调这种综合的多专业方法对高级不列颠哥伦比亚省管理的潜在好处。基于大数据分析和用于个性化数据解释的机器学习,所提出的方法证明了在具有成本效益的初级保健(次优健康条件和防止健康向疾病转变)中促进预测诊断和有针对性的预防的巨大潜力,以及在二级BC护理中根据个性化患者情况量身定制的先进治疗算法(有效预防转移性疾病)提供了临床相关的实例,包括所涉及的线粒体健康控制和表观遗传学调控机制。
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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Underexplored reciprocity between genome-wide methylation status and long non-coding RNA expression reflected in breast cancer research: potential impacts for the disease management in the framework of 3P medicine.

Breast cancer (BC) is the most common female malignancy reaching a pandemic scale worldwide. A comprehensive interplay between genetic alterations and shifted epigenetic regions synergistically leads to disease development and progression into metastatic BC. DNA and histones methylations, as the most studied epigenetic modifications, represent frequent and early events in the process of carcinogenesis. To this end, long non-coding RNAs (lncRNAs) are recognized as potent epigenetic modulators in pathomechanisms of BC by contributing to the regulation of DNA, RNA, and histones' methylation. In turn, the methylation status of DNA, RNA, and histones can affect the level of lncRNAs expression demonstrating the reciprocity of mechanisms involved. Furthermore, lncRNAs might undergo methylation in response to actual medical conditions such as tumor development and treated malignancies. The reciprocity between genome-wide methylation status and long non-coding RNA expression levels in BC remains largely unexplored. Since the bio/medical research in the area is, per evidence, strongly fragmented, the relevance of this reciprocity for BC development and progression has not yet been systematically analyzed. Contextually, the article aims at:consolidating the accumulated knowledge on both-the genome-wide methylation status and corresponding lncRNA expression patterns in BC andhighlighting the potential benefits of this consolidated multi-professional approach for advanced BC management. Based on a big data analysis and machine learning for individualized data interpretation, the proposed approach demonstrates a great potential to promote predictive diagnostics and targeted prevention in the cost-effective primary healthcare (sub-optimal health conditions and protection against the health-to-disease transition) as well as advanced treatment algorithms tailored to the individualized patient profiles in secondary BC care (effective protection against metastatic disease). Clinically relevant examples are provided, including mitochondrial health control and epigenetic regulatory mechanisms involved.

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来源期刊
Epma Journal
Epma Journal Medicine-Biochemistry (medical)
CiteScore
11.30
自引率
23.10%
发文量
0
期刊介绍: PMA Journal is a journal of predictive, preventive and personalized medicine (PPPM). The journal provides expert viewpoints and research on medical innovations and advanced healthcare using predictive diagnostics, targeted preventive measures and personalized patient treatments. The journal is indexed by PubMed, Embase and Scopus.
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