A Regulatory Circuits Analysis Tool, "miRCuit," Helps Reveal Breast Cancer Pathways: Toward Systems Medicine in Oncology.

IF 1.6 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Omics A Journal of Integrative Biology Pub Date : 2025-02-01 Epub Date: 2025-01-24 DOI:10.1089/omi.2024.0201
Begum Karaoglu, Bala Gur Dedeoglu
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引用次数: 0

Abstract

A systems medicine understanding of the regulatory molecular circuits that underpin breast cancer is essential for early cancer detection and precision/personalized medicine in clinical oncology. Transcription factors (TFs), microRNAs (miRNAs), and long non-coding RNAs (lncRNAs) control gene expression and cell biology, and by extension, serve as pillars of the regulatory circuits that determine human health and disease. We report here the development of a regulatory circuit analysis program, miRCuit, constructing 10 different types of regulatory elements involving messenger RNA, miRNA, lncRNA, and TFs. Using the miRCuit, we analyzed expression profiling data from 179 invasive ductal breast carcinoma and 51 normal tissue samples from the Gene Expression Omnibus database. We identified eight circuit types along with two special types of circuits, one of which highlighted the significant roles of lncRNA CASC15, miR-130b-3p, and TF KLF5 in breast cancer development and progression. These findings advance our understanding of the regulatory molecules associated with breast cancer. Moreover, miRCuit offers a new avenue for users to construct circuits from regulatory molecules for potential applications to decipher disease pathogenesis.

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调控电路分析工具,“mircut”,有助于揭示乳腺癌途径:朝着肿瘤系统医学。
对支持乳腺癌的调控分子电路的系统医学理解对于临床肿瘤学的早期癌症检测和精确/个性化医疗至关重要。转录因子(TFs)、microRNAs (miRNAs)和长链非编码rna (lncRNAs)控制着基因表达和细胞生物学,并作为决定人类健康和疾病的调控回路的支柱。我们在此报告了调控电路分析程序miRCuit的开发,构建了包括信使RNA、miRNA、lncRNA和tf在内的10种不同类型的调控元件。使用miRCuit,我们分析了来自基因表达综合数据库的179例浸润性导管性乳腺癌和51例正常组织样本的表达谱数据。我们确定了8种电路类型以及两种特殊类型的电路,其中一种强调了lncRNA CASC15、miR-130b-3p和TF KLF5在乳腺癌发生和进展中的重要作用。这些发现促进了我们对与乳腺癌相关的调节分子的理解。此外,miRCuit为用户从调控分子构建电路提供了一种新的途径,用于破译疾病发病机制的潜在应用。
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
Omics A Journal of Integrative Biology
Omics A Journal of Integrative Biology 生物-生物工程与应用微生物
CiteScore
6.00
自引率
12.10%
发文量
62
审稿时长
3 months
期刊介绍: OMICS: A Journal of Integrative Biology is the only peer-reviewed journal covering all trans-disciplinary OMICs-related areas, including data standards and sharing; applications for personalized medicine and public health practice; and social, legal, and ethics analysis. The Journal integrates global high-throughput and systems approaches to 21st century science from “cell to society” – seen from a post-genomics perspective.
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