远端非编码启动子相互作用区的黑色素瘤特异性突变热点牵涉到新的候选驱动基因。

IF 6.4 1区 医学 Q1 ONCOLOGY
Michael Pudjihartono, Nicholas Pudjihartono, Justin M O'Sullivan, William Schierding
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引用次数: 0

摘要

背景:要开发靶向治疗方法,关键是要确定黑色素瘤的全部遗传驱动因素,包括非编码区的驱动因素。然而,最近探索非编码区的工作主要集中在基因相邻元件上,如启动子和非编码 RNA,基因间远端调控元件基本上未被探索:我们利用黑色素瘤细胞的 Hi-C 染色质接触数据绘制了黑色素瘤全基因组远端非编码启动子相互作用调控元件图。利用这一 "启动子-相互作用网络 "以及泛癌全基因组分析(Pan Cancer Analysis of Whole Genomes)的全基因组序列和基因表达数据,我们建立了多变量线性回归模型,以确定影响启动子活性的远端体细胞突变热点:结果:我们发现了8个反复发生突变的热点,这些热点具有新颖性、黑色素瘤特异性、位于启动子相互作用的远端调控元件、改变了转录因子结合基序,并影响了先前被认为是各种癌症中肿瘤抑制因子/癌基因的基因(如HSPB7、CLDN1、ADCY9和FDXR)的表达:我们的研究表明,在黑色素瘤中,除了特征明确的 TERT 启动子外,还有其他非编码驱动因子,这为我们深入了解非编码突变对复杂调控网络的破坏提供了新的视角,而非编码突变可能会导致黑色素瘤的发展。此外,我们的研究还为整合多层次生物数据以发现癌症特异性非编码驱动因素提供了一个框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Melanoma-specific mutation hotspots in distal, non-coding, promoter-interacting regions implicate novel candidate driver genes.

Background: To develop targeted treatments, it is crucial to identify the full spectrum of genetic drivers in melanoma, including those in non-coding regions. However, recent efforts to explore non-coding regions have primarily focused on gene-adjacent elements such as promoters and non-coding RNAs, leaving intergenic distal regulatory elements largely unexplored.

Methods: We used Hi-C chromatin contact data from melanoma cells to map distal, non-coding, promoter-interacting regulatory elements genome-wide in melanoma. Using this "promoter-interaction network", alongside whole-genome sequence and gene expression data from the Pan Cancer Analysis of Whole Genomes, we developed multivariate linear regression models to identify distal somatic mutation hotspots that affect promoter activity.

Results: We identified eight recurrently mutated hotspots that are novel, melanoma-specific, located in promoter-interacting distal regulatory elements, alter transcription factor binding motifs, and affect the expression of genes (e.g., HSPB7, CLDN1, ADCY9 and FDXR) previously implicated as tumour suppressors/oncogenes in various cancers.

Conclusions: Our study suggests additional non-coding drivers beyond the well-characterised TERT promoter in melanoma, offering new insights into the disruption of complex regulatory networks by non-coding mutations that may contribute to melanoma development. Furthermore, our study provides a framework for integrating multiple levels of biological data to uncover cancer-specific non-coding drivers.

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来源期刊
British Journal of Cancer
British Journal of Cancer 医学-肿瘤学
CiteScore
15.10
自引率
1.10%
发文量
383
审稿时长
6 months
期刊介绍: The British Journal of Cancer is one of the most-cited general cancer journals, publishing significant advances in translational and clinical cancer research.It also publishes high-quality reviews and thought-provoking comment on all aspects of cancer prevention,diagnosis and treatment.
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