Wan Dongyi, Li Ran, Huang Haohao, Zhu Xiaohua, Li Ganxun
Department of Nuclear Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
Department of Neurosurgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
Comput Struct Biotechnol J. 2023 Oct 21;21:5309-5325. doi: 10.1016/j.csbj.2023.10.042. eCollection 2023.
PIWI-interacting RNAs (piRNAs), an emergent type of non-coding RNAs during oncogenesis, play critical roles in regulating tumor microenvironment. Systematic analysis of piRNAs' roles in modulating immune pathways is important for tumor immunotherapy. In this study, in-depth analysis of piRNAs was performed to develop an integrated computational algorithm, the immunology piRNA (ImmPI) pipeline, for uncovering the global expression landscape of piRNAs and identifying their regulatory roles in immune pathways. The immunology piRNAs show a tendency towards overexpression patterns in immune cells, causing perturbations in tumors, being significantly associated with infiltration of immune cells, and having prognostic value. The ImmPI score can contribute to prioritizing tumor-related piRNAs and distinguish two subtypes of SKCM (immune-cold and hot phenotypes), as characterized by different prognoses, immunogenicity and antitumor immunity. Finally, we developed an interactive web resource (ImmPI portal: http://www.hbpding.com/ImmPi) for the biomedical research community, with several useful modules to browse, visualize, and download the results of immunology piRNAs analysis. Overall, our work provides a comprehensive landscape of piRNAs across multiple cancer types and sheds light on their regulatory and functional roles in tumor immunity. These findings pave the way for future research and development of piRNA-based immunotherapies for cancer treatment.
PIWI相互作用RNA(piRNA)是肿瘤发生过程中一种新出现的非编码RNA,在调节肿瘤微环境中发挥关键作用。系统分析piRNA在调节免疫途径中的作用对肿瘤免疫治疗具有重要意义。在本研究中,对piRNA进行了深入分析,以开发一种综合计算算法——免疫piRNA(ImmPI)管道,用于揭示piRNA的整体表达格局,并确定它们在免疫途径中的调节作用。免疫piRNA在免疫细胞中呈现过表达模式的趋势,在肿瘤中引起扰动,与免疫细胞浸润显著相关,并具有预后价值。ImmPI评分有助于对肿瘤相关piRNA进行优先级排序,并区分皮肤黑色素瘤(SKCM)的两种亚型(免疫冷和热表型),其特征在于不同的预后、免疫原性和抗肿瘤免疫力。最后,我们为生物医学研究界开发了一个交互式网络资源(ImmPI门户:http://www.hbpding.com/ImmPi),其中有几个有用的模块可用于浏览、可视化和下载免疫piRNA分析结果。总体而言,我们的工作提供了多种癌症类型中piRNA的全面概况,并揭示了它们在肿瘤免疫中的调节和功能作用。这些发现为未来基于piRNA的癌症免疫治疗的研究和开发铺平了道路。