Comprehensive characterization of functional eRNAs in lung adenocarcinoma reveals novel regulators and a prognosis-related molecular subtype

被引:25
|
作者
Qin, Na [1 ,2 ]
Ma, Zijian [1 ,2 ]
Wang, Cheng [1 ,2 ,3 ]
Zhang, Erbao [1 ,2 ]
Li, Yuancheng [1 ,2 ]
Huang, Mingtao [1 ,2 ]
Chen, Congcong [1 ,2 ]
Zhang, Chang [1 ,2 ]
Fan, Jingyi [1 ,2 ]
Gu, Yayun [1 ,2 ]
Xu, Xianfeng [1 ,2 ]
Yang, Liu [1 ,2 ]
Wei, Xiaoxia [1 ,2 ]
Yin, Rong [4 ]
Jiang, Yue [1 ,2 ]
Dai, Juncheng [1 ,2 ]
Jin, Guangfu [1 ,2 ]
Xu, Lin [4 ]
Hu, Zhibin [1 ,2 ]
Shen, Hongbing [1 ,2 ]
Ma, Hongxia [1 ,2 ]
机构
[1] Nanjing Med Univ, Ctr Global Hlth, Sch Publ Hlth, Dept Epidemiol, Nanjing 211166, Peoples R China
[2] Nanjing Med Univ, Collaborat Innovat Ctr Canc Med, Jiangsu Key Lab Canc Biomarkers Prevent & Treatme, Nanjing 211166, Peoples R China
[3] Nanjing Med Univ, Sch Biomed Engn & Informat, Dept Bioinformat, Nanjing 211116, Peoples R China
[4] Nanjing Med Univ, Jiangsu Inst Canc Res, Jiangsu Canc Hosp, Dept Thorac Surg,Affiliated Canc Hosp, Nanjing 210029, Peoples R China
来源
THERANOSTICS | 2020年 / 10卷 / 24期
关键词
Lung adenocarcinoma; enhancer RNA; immune deficiency; prognosis; copy number amplification; LONG NONCODING RNAS; SOMATIC MUTATIONS; SUPER-ENHANCERS; CANCER; TRANSCRIPTION; EXPRESSION; SURVIVAL; GENOME; DISCOVERY; INSIGHTS;
D O I
10.7150/thno.47039
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Rationale: As the transcriptional products of active enhancers, enhancer RNAs (eRNAs) are essential for the initiation of tumorigenesis. However, the landscape and functional characteristics of eRNAs in Chinese lung adenocarcinoma, and the clinical utility of eRNA-based molecular subtypes remain largely unknown. Methods: A genome-wide profiling of eRNAs was performed in 80 Chinese lung adenocarcinoma patients with RNA-seq data. Functional eRNAs and associated genes were identified between paired adenocarcinoma and adjacent samples. Unsupervised clustering of functional eRNAs was conducted and the associations with molecular characteristics and clinical outcomes were accessed by integrating whole-genome sequencing data and clinical data. Additionally, 481 lung adenocarcinoma patients were used for the validation based on The Cancer Genome Atlas (TCGA) dataset. Results: A total of 3297 eRNAs with sufficient expression were identified, which were globally upregulated in adenocarcinoma samples compared to matched-adjacent pairs (P = 7.61 x 10(-3)). Further analyses indicated that these upregulated eRNAs were correlated with copy number amplification (CNA) status (Cor = 0.22, P = 0.045), and eRNA-correlated genes were primarily involved in cell cycle and immune system-related pathways. Based on the co-expression analysis of eRNAs with protein-coding genes, we defined 188 functional eRNAs and their correlated genes were over-represented in cancer driver genes (ER = 1.98, P = 5.95x10(-12)) and clinically-actionable genes (ER = 2.19, P = 3.44x10(-4)). The eRNA-based consensus clustering further identified a novel molecular subtype with immune deficiency and a high-level of genomic alterations, which was associated with poor clinical outcomes of lung adenocarcinoma patients (OS: HR = 1.91, P = 0.015; PFI: HR = 1.64, P = 0.034). Conclusions: The genome-wide identification and characterization of eRNAs reveal novel regulators for the development of lung cancer, which provides a new biological dimension for the understanding of eRNAs during lung carcinogenesis and emphasize the clinical utility of eRNA-based molecular subtypes in the treatment of lung adenocarcinoma.
引用
收藏
页码:11264 / 11277
页数:14
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