Identifying immune checkpoint-related lncRNA biomarkers for immunotherapy response and prognosis in cancers

免疫系统 免疫疗法 生物 计算生物学 长非编码RNA 免疫检查点 背景(考古学) 黑色素瘤 癌症研究 免疫学 生物信息学 核糖核酸 基因 遗传学 古生物学
作者
Yue Gao,Xinyue Wang,Longlong Dong,Chao Qu,Qianyi Lu,Peng Wang,Mengyu Xin,Zheng Wen,Chenyu Liu,Shangwei Ning
出处
期刊:Scientific Data [Springer Nature]
卷期号:10 (1) 被引量:2
标识
DOI:10.1038/s41597-023-02550-z
摘要

Abstract Long non-coding RNAs (lncRNAs) could modulate expression of immune checkpoints (ICPs) in tumor-immune. However, precise functions in immunity and potential for predicting ICP inhibitors (ICI) response have been described for only a few lncRNAs. Here, a multiple-step pipeline was developed to identify cancer- and immune-context ICP and lncRNA cooperative regulation pairs (ICPaLncCRPs) across cancers. Immune-related ICPs and lncRNAs were extracted follow immune cell lines and immunologic constant of rejection groups. ICPaLncCRP networks were constructed, which likely to modulate tumor-immune by specific patterns. Common and specific hub ICPaLncs such as MIR155HG, TRG-AS1 and PCED1B-AS1 maybe play central roles in prognosis and circulating. Moreover, these hub ICPaLncs were significantly correlated with immune cell infiltration based on bulk and single-cell RNA sequencing data. Some ICPaLncCRPs such as IDO1-MIR155HG could predict three- and five-year prognosis of melanoma in two independent datasets. We also validated that some ICPaLncCRPs could effectively predict ICI-response follow six independent datasets. Collectively, this study will enhance our understanding of lncRNA functions and accelerate discovery of lncRNA-based biomarkers in ICI treatment.
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