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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2023
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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. |
format | Online Article Text |
id | pubmed-10628341 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
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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