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RNA adenosine modifications related to prognosis and immune infiltration in osteosarcoma
BACKGROUND: RNA adenosine modifications, which are primarily mediated by “writer” enzymes (RMWs), play a key role in epigenetic regulation in various biological processes, including tumorigenesis. However, the expression and prognostic role of these genes in osteosarcoma (OS) remain unclear. METHODS...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9107650/ https://www.ncbi.nlm.nih.gov/pubmed/35568866 http://dx.doi.org/10.1186/s12967-022-03415-6 |
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author | Chen, Shijie Zeng, Jin Huang, Liping Peng, Yi Yan, Zuyun Zhang, Aiqian Zhao, Xingping Li, Jun Zhou, Ziting Wang, Sidan Jing, Shengyu Hu, Minghua Li, Yuezhan Wang, Dong Wang, Weiguo Yu, Haiyang Miao, Jinglei Li, Jinsong Deng, Youwen Li, Yusheng Liu, Tang Xu, Dabao |
author_facet | Chen, Shijie Zeng, Jin Huang, Liping Peng, Yi Yan, Zuyun Zhang, Aiqian Zhao, Xingping Li, Jun Zhou, Ziting Wang, Sidan Jing, Shengyu Hu, Minghua Li, Yuezhan Wang, Dong Wang, Weiguo Yu, Haiyang Miao, Jinglei Li, Jinsong Deng, Youwen Li, Yusheng Liu, Tang Xu, Dabao |
author_sort | Chen, Shijie |
collection | PubMed |
description | BACKGROUND: RNA adenosine modifications, which are primarily mediated by “writer” enzymes (RMWs), play a key role in epigenetic regulation in various biological processes, including tumorigenesis. However, the expression and prognostic role of these genes in osteosarcoma (OS) remain unclear. METHODS: Univariate and multivariate Cox analyses were used to construct the RMW signature for OS using Target datasets. RMW expression in OS tissue was detected by qPCR analysis. Xcell and GSVA were used to determine the relationship between RMWs and immune infiltration. The DGIdb and CMap databases were used for drug prediction. In vivo and in vitro experiments showed that strophanthidin elicited antitumor activity against OS. RESULTS: A 3-RMW (CSTF2, ADAR and WTAP) prognostic signature in OS was constructed using the Target dataset and verified using GEO datasets and 63 independent OS tissues via qPCR analysis. High-risk OS patients had poor overall survival, and the prognostic signature was an independent prognostic factor for OS. Functional studies showed that tumour-, metabolism-, cell cycle- and immune-related pathways were related to high risk. Next, we found that RMW-derived high-risk patients exhibited increased infiltration of M2 macrophages and cDCs. Furthermore, we predicted the potential drugs for OS using the DGIdb and CMap databases. In vivo and in vitro experiments showed that strophanthidin elicited antitumor activity against OS by repressing cell growth and inducing cell cycle arrest at the G1 phase. CONCLUSION: The 3-RWM-based prognostic signature established in this study is a novel gene signature associated with immune infiltration, and strophanthidin was identified as a candidate therapy for OS by repressing OS cell growth and the cell cycle. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-022-03415-6. |
format | Online Article Text |
id | pubmed-9107650 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-91076502022-05-16 RNA adenosine modifications related to prognosis and immune infiltration in osteosarcoma Chen, Shijie Zeng, Jin Huang, Liping Peng, Yi Yan, Zuyun Zhang, Aiqian Zhao, Xingping Li, Jun Zhou, Ziting Wang, Sidan Jing, Shengyu Hu, Minghua Li, Yuezhan Wang, Dong Wang, Weiguo Yu, Haiyang Miao, Jinglei Li, Jinsong Deng, Youwen Li, Yusheng Liu, Tang Xu, Dabao J Transl Med Research BACKGROUND: RNA adenosine modifications, which are primarily mediated by “writer” enzymes (RMWs), play a key role in epigenetic regulation in various biological processes, including tumorigenesis. However, the expression and prognostic role of these genes in osteosarcoma (OS) remain unclear. METHODS: Univariate and multivariate Cox analyses were used to construct the RMW signature for OS using Target datasets. RMW expression in OS tissue was detected by qPCR analysis. Xcell and GSVA were used to determine the relationship between RMWs and immune infiltration. The DGIdb and CMap databases were used for drug prediction. In vivo and in vitro experiments showed that strophanthidin elicited antitumor activity against OS. RESULTS: A 3-RMW (CSTF2, ADAR and WTAP) prognostic signature in OS was constructed using the Target dataset and verified using GEO datasets and 63 independent OS tissues via qPCR analysis. High-risk OS patients had poor overall survival, and the prognostic signature was an independent prognostic factor for OS. Functional studies showed that tumour-, metabolism-, cell cycle- and immune-related pathways were related to high risk. Next, we found that RMW-derived high-risk patients exhibited increased infiltration of M2 macrophages and cDCs. Furthermore, we predicted the potential drugs for OS using the DGIdb and CMap databases. In vivo and in vitro experiments showed that strophanthidin elicited antitumor activity against OS by repressing cell growth and inducing cell cycle arrest at the G1 phase. CONCLUSION: The 3-RWM-based prognostic signature established in this study is a novel gene signature associated with immune infiltration, and strophanthidin was identified as a candidate therapy for OS by repressing OS cell growth and the cell cycle. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-022-03415-6. BioMed Central 2022-05-14 /pmc/articles/PMC9107650/ /pubmed/35568866 http://dx.doi.org/10.1186/s12967-022-03415-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Chen, Shijie Zeng, Jin Huang, Liping Peng, Yi Yan, Zuyun Zhang, Aiqian Zhao, Xingping Li, Jun Zhou, Ziting Wang, Sidan Jing, Shengyu Hu, Minghua Li, Yuezhan Wang, Dong Wang, Weiguo Yu, Haiyang Miao, Jinglei Li, Jinsong Deng, Youwen Li, Yusheng Liu, Tang Xu, Dabao RNA adenosine modifications related to prognosis and immune infiltration in osteosarcoma |
title | RNA adenosine modifications related to prognosis and immune infiltration in osteosarcoma |
title_full | RNA adenosine modifications related to prognosis and immune infiltration in osteosarcoma |
title_fullStr | RNA adenosine modifications related to prognosis and immune infiltration in osteosarcoma |
title_full_unstemmed | RNA adenosine modifications related to prognosis and immune infiltration in osteosarcoma |
title_short | RNA adenosine modifications related to prognosis and immune infiltration in osteosarcoma |
title_sort | rna adenosine modifications related to prognosis and immune infiltration in osteosarcoma |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9107650/ https://www.ncbi.nlm.nih.gov/pubmed/35568866 http://dx.doi.org/10.1186/s12967-022-03415-6 |
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