Leveraging Tissue-Specific Enhancer-Target Gene Regulatory Networks Identifies Enhancer Somatic Mutations That Functionally Impact Lung Cancer.

IF 12.5 1区 医学 Q1 ONCOLOGY
Judith Mary Hariprakash, Elisa Salviato, Federica La Mastra, Endre Sebestyén, Ilario Tagliaferri, Raquel Sofia Silva, Federica Lucini, Lorenzo Farina, Mario Cinquanta, Ilaria Rancati, Mirko Riboni, Simone Paolo Minardi, Luca Roz, Francesca Gorini, Chiara Lanzuolo, Stefano Casola, Francesco Ferrari
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Abstract

Enhancers are noncoding regulatory DNA regions that modulate the transcription of target genes, often over large distances along with the genomic sequence. Enhancer alterations have been associated with various pathological conditions, including cancer. However, the identification and characterization of somatic mutations in noncoding regulatory regions with a functional effect on tumorigenesis and prognosis remain a major challenge. Here, we present a strategy for detecting and characterizing enhancer mutations in a genome-wide analysis of patient cohorts, across three lung cancer subtypes. Lung tissue-specific enhancers were defined by integrating experimental data and public epigenomic profiles, and the genome-wide enhancer-target gene regulatory network of lung cells was constructed by integrating chromatin three-dimensional architecture data. Lung cancers possessed a similar mutation burden at tissue-specific enhancers and exons but with differences in their mutation signatures. Functionally relevant alterations were prioritized on the basis of the pathway-level integration of the effect of a mutation and the frequency of mutations on individual enhancers. The genes enriched for mutated enhancers converged on the regulation of key biological processes and pathways relevant to tumor biology. Recurrent mutations in individual enhancers also affected the expression of target genes, with potential relevance for patient prognosis. Together, these findings show that noncoding regulatory mutations have a potential relevance for cancer pathogenesis and can be exploited for patient classification.

Significance: Mapping enhancer-target gene regulatory interactions and analyzing enhancer mutations at the level of their target genes and pathways reveal convergence of recurrent enhancer mutations on biological processes involved in tumorigenesis and prognosis.

利用组织特异性增强子靶基因调控网络识别功能性影响癌症的增强子体细胞突变。
增强子是调节靶基因转录的非编码调控DNA区域,通常沿着基因组序列长距离调控。增强子的改变与包括癌症在内的各种病理状况有关。然而,识别和表征对肿瘤发生和预后具有功能影响的非编码调控区的体细胞突变仍然是一个重大挑战。在这里,我们提出了一种策略,用于在三种癌症亚型的患者群的全基因组分析中检测和表征增强子突变。通过整合实验数据和公开的表观基因组图谱来定义肺组织特异性增强子,并通过整合染色质3D结构数据来构建肺细胞的全基因组增强子靶基因调控网络。肺癌在组织特异性增强子和外显子上具有相似的突变负荷,但在突变特征上存在差异。根据突变效应的通路水平整合和突变对单个增强子的频率,优先考虑功能相关的改变。富含突变增强子的基因集中在与肿瘤生物学相关的关键生物过程和途径的调控上。个体增强子的复发突变也影响靶基因的表达,与患者预后有潜在相关性。总之,这些发现表明,非编码调节突变与癌症发病机制具有潜在相关性,可用于患者分类。
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
Cancer research
Cancer research 医学-肿瘤学
CiteScore
16.10
自引率
0.90%
发文量
7677
审稿时长
2.5 months
期刊介绍: Cancer Research, published by the American Association for Cancer Research (AACR), is a journal that focuses on impactful original studies, reviews, and opinion pieces relevant to the broad cancer research community. Manuscripts that present conceptual or technological advances leading to insights into cancer biology are particularly sought after. The journal also places emphasis on convergence science, which involves bridging multiple distinct areas of cancer research. With primary subsections including Cancer Biology, Cancer Immunology, Cancer Metabolism and Molecular Mechanisms, Translational Cancer Biology, Cancer Landscapes, and Convergence Science, Cancer Research has a comprehensive scope. It is published twice a month and has one volume per year, with a print ISSN of 0008-5472 and an online ISSN of 1538-7445. Cancer Research is abstracted and/or indexed in various databases and platforms, including BIOSIS Previews (R) Database, MEDLINE, Current Contents/Life Sciences, Current Contents/Clinical Medicine, Science Citation Index, Scopus, and Web of Science.
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