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Pan-cancer landscape of immunology PIWI-interacting RNAs

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 pe...

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Autores principales: Wan, Dongyi, Li, Ran, Huang, Haohao, Zhu, Xiaohua, Li, Ganxun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628341/
https://www.ncbi.nlm.nih.gov/pubmed/37941657
http://dx.doi.org/10.1016/j.csbj.2023.10.042
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author Wan, Dongyi
Li, Ran
Huang, Haohao
Zhu, Xiaohua
Li, Ganxun
author_facet Wan, Dongyi
Li, Ran
Huang, Haohao
Zhu, Xiaohua
Li, Ganxun
author_sort Wan, Dongyi
collection PubMed
description 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.
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spelling pubmed-106283412023-11-08 Pan-cancer landscape of immunology PIWI-interacting RNAs Wan, Dongyi Li, Ran Huang, Haohao Zhu, Xiaohua Li, Ganxun Comput Struct Biotechnol J Research Article 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. Research Network of Computational and Structural Biotechnology 2023-10-21 /pmc/articles/PMC10628341/ /pubmed/37941657 http://dx.doi.org/10.1016/j.csbj.2023.10.042 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Wan, Dongyi
Li, Ran
Huang, Haohao
Zhu, Xiaohua
Li, Ganxun
Pan-cancer landscape of immunology PIWI-interacting RNAs
title Pan-cancer landscape of immunology PIWI-interacting RNAs
title_full Pan-cancer landscape of immunology PIWI-interacting RNAs
title_fullStr Pan-cancer landscape of immunology PIWI-interacting RNAs
title_full_unstemmed Pan-cancer landscape of immunology PIWI-interacting RNAs
title_short Pan-cancer landscape of immunology PIWI-interacting RNAs
title_sort pan-cancer landscape of immunology piwi-interacting rnas
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628341/
https://www.ncbi.nlm.nih.gov/pubmed/37941657
http://dx.doi.org/10.1016/j.csbj.2023.10.042
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