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Key m(6)A regulators mediated methylation modification pattern and immune infiltration characterization in hepatic ischemia-reperfusion injury
BACKGROUND: N(6)-methyladenosine (m(6)A) mRNA modification plays a critical role in various human biological processes. However, there has been no study reported to elucidate its role in hepatic ischemia-reperfusion injury (IRI). This study was aimed to explore the expression pattern together with t...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10694893/ https://www.ncbi.nlm.nih.gov/pubmed/38049811 http://dx.doi.org/10.1186/s12920-023-01751-0 |
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author | Zhang, Yixi Qi, Can Guo, Yiwen Li, Xuefeng Zhu, Zebin |
author_facet | Zhang, Yixi Qi, Can Guo, Yiwen Li, Xuefeng Zhu, Zebin |
author_sort | Zhang, Yixi |
collection | PubMed |
description | BACKGROUND: N(6)-methyladenosine (m(6)A) mRNA modification plays a critical role in various human biological processes. However, there has been no study reported to elucidate its role in hepatic ischemia-reperfusion injury (IRI). This study was aimed to explore the expression pattern together with the potential functions of m(6)A regulators in hepatic IRI. METHODS: The gene expression data (GSE23649) of m(6)A regulators in human liver tissue samples before cold perfusion and within 2 h after portal vein perfusion from Gene Expression Omnibus database was analyzed. The candidate m(6)A regulators were screened using random forest (RF) model to predict the risk of hepatic IRI. The evaluation of infiltrating abundance of 23 immune cells was performed using single sample gene set enrichment analysis. Besides, quantitative real time polymerase chain reaction (qRT-PCR) assay was carried out to validate the expression of key m(6)A regulators in mouse hepatic IRI model. RESULTS: The expressions of WTAP, CBLL1, RBM15, and YTHDC1 were found to be increased in liver tissues 2 h after portal vein perfusion; in contrast, the expressions of LRPPRC, FTO, METTL3, and ALKBH5 were decreased. Based on RF model, we identified eight m(6)A methylation regulators for the prediction of the risk of hepatic IRI. Besides, a nomogram was built to predict the probability of hepatic IRI. In addition, the levels of WTAP, ALKBH5, CBLL1, FTO, RBM15B, LRPPRC and YTHDC1 were correlated with the immune infiltration of activated CD4 T cell, activated dendritic cell (DC), immature DC, mast cell, neutrophil, plasmacytoid DC, T helper (Th) cell (type 1, 2, and 17), gamma delta T cell, T follicular helper (Tfh) cell, myeloid-derived suppressor cell (MDSC), macrophage, natural killer cell, and regulatory Th cell. Among mouse hepatic IRI model, the mRNA level of CBLL1 and YTHDC1 was increased with statistical significance; however, the mRNA level of FTO and METTL3 was decreased among post-reperfusion liver samples compared with those in pre-reperfusion samples with statistical significance. CONCLUSIONS: The m(6)A regulators exerted a pivotal impact on hepatic IRI. The m(6)A patterns that found in this study might provide novel targets and strategies for the alleviation/treatment of hepatic IRI in the future. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-023-01751-0. |
format | Online Article Text |
id | pubmed-10694893 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106948932023-12-05 Key m(6)A regulators mediated methylation modification pattern and immune infiltration characterization in hepatic ischemia-reperfusion injury Zhang, Yixi Qi, Can Guo, Yiwen Li, Xuefeng Zhu, Zebin BMC Med Genomics Research BACKGROUND: N(6)-methyladenosine (m(6)A) mRNA modification plays a critical role in various human biological processes. However, there has been no study reported to elucidate its role in hepatic ischemia-reperfusion injury (IRI). This study was aimed to explore the expression pattern together with the potential functions of m(6)A regulators in hepatic IRI. METHODS: The gene expression data (GSE23649) of m(6)A regulators in human liver tissue samples before cold perfusion and within 2 h after portal vein perfusion from Gene Expression Omnibus database was analyzed. The candidate m(6)A regulators were screened using random forest (RF) model to predict the risk of hepatic IRI. The evaluation of infiltrating abundance of 23 immune cells was performed using single sample gene set enrichment analysis. Besides, quantitative real time polymerase chain reaction (qRT-PCR) assay was carried out to validate the expression of key m(6)A regulators in mouse hepatic IRI model. RESULTS: The expressions of WTAP, CBLL1, RBM15, and YTHDC1 were found to be increased in liver tissues 2 h after portal vein perfusion; in contrast, the expressions of LRPPRC, FTO, METTL3, and ALKBH5 were decreased. Based on RF model, we identified eight m(6)A methylation regulators for the prediction of the risk of hepatic IRI. Besides, a nomogram was built to predict the probability of hepatic IRI. In addition, the levels of WTAP, ALKBH5, CBLL1, FTO, RBM15B, LRPPRC and YTHDC1 were correlated with the immune infiltration of activated CD4 T cell, activated dendritic cell (DC), immature DC, mast cell, neutrophil, plasmacytoid DC, T helper (Th) cell (type 1, 2, and 17), gamma delta T cell, T follicular helper (Tfh) cell, myeloid-derived suppressor cell (MDSC), macrophage, natural killer cell, and regulatory Th cell. Among mouse hepatic IRI model, the mRNA level of CBLL1 and YTHDC1 was increased with statistical significance; however, the mRNA level of FTO and METTL3 was decreased among post-reperfusion liver samples compared with those in pre-reperfusion samples with statistical significance. CONCLUSIONS: The m(6)A regulators exerted a pivotal impact on hepatic IRI. The m(6)A patterns that found in this study might provide novel targets and strategies for the alleviation/treatment of hepatic IRI in the future. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-023-01751-0. BioMed Central 2023-12-04 /pmc/articles/PMC10694893/ /pubmed/38049811 http://dx.doi.org/10.1186/s12920-023-01751-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Zhang, Yixi Qi, Can Guo, Yiwen Li, Xuefeng Zhu, Zebin Key m(6)A regulators mediated methylation modification pattern and immune infiltration characterization in hepatic ischemia-reperfusion injury |
title | Key m(6)A regulators mediated methylation modification pattern and immune infiltration characterization in hepatic ischemia-reperfusion injury |
title_full | Key m(6)A regulators mediated methylation modification pattern and immune infiltration characterization in hepatic ischemia-reperfusion injury |
title_fullStr | Key m(6)A regulators mediated methylation modification pattern and immune infiltration characterization in hepatic ischemia-reperfusion injury |
title_full_unstemmed | Key m(6)A regulators mediated methylation modification pattern and immune infiltration characterization in hepatic ischemia-reperfusion injury |
title_short | Key m(6)A regulators mediated methylation modification pattern and immune infiltration characterization in hepatic ischemia-reperfusion injury |
title_sort | key m(6)a regulators mediated methylation modification pattern and immune infiltration characterization in hepatic ischemia-reperfusion injury |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10694893/ https://www.ncbi.nlm.nih.gov/pubmed/38049811 http://dx.doi.org/10.1186/s12920-023-01751-0 |
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