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Exploration of m(6)A methylation regulators as epigenetic targets for immunotherapy in advanced sepsis

BACKGROUND: This study aims to deeply explore the relationship between m(6)A methylation modification and peripheral immune cells in patients with advanced sepsis and mine potential epigenetic therapeutic targets by analyzing the differential expression patterns of m(6)A-related genes in healthy sub...

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Autores principales: Qian, Weiwei, Zhou, Jian, Shou, Songtao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10276409/
https://www.ncbi.nlm.nih.gov/pubmed/37330481
http://dx.doi.org/10.1186/s12859-023-05379-w
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author Qian, Weiwei
Zhou, Jian
Shou, Songtao
author_facet Qian, Weiwei
Zhou, Jian
Shou, Songtao
author_sort Qian, Weiwei
collection PubMed
description BACKGROUND: This study aims to deeply explore the relationship between m(6)A methylation modification and peripheral immune cells in patients with advanced sepsis and mine potential epigenetic therapeutic targets by analyzing the differential expression patterns of m(6)A-related genes in healthy subjects and advanced sepsis patients. METHODS: A single cell expression dataset of peripheral immune cells containing blood samples from 4 patients with advanced sepsis and 5 healthy subjects was obtained from the gene expression comprehensive database (GSE175453). Differential expression analysis and cluster analysis were performed on 21 m(6)A-related genes. The characteristic gene was identified based on random forest  algorithm, and the correlation between the characteristic gene METTL16 and 23 immune cells in patients with advanced sepsis was evaluated using single-sample gene set enrichment analysis. RESULTS: IGFBP1, IGFBP2, IGF2BP1, and WTAP were highly expressed in patients with advanced sepsis and m(6)A cluster B. IGFBP1, IGFBP2, and IGF2BP1 were positively correlated with Th17 helper T cells. The characteristic gene METTL16 exhibited a significant positive correlation with the proportion of various immune cells. CONCLUSION: IGFBP1, IGFBP2, IGF2BP1, WTAP, and METTL16 may accelerate the development of advanced sepsis by regulating m(6)A methylation modification and promoting immune cell infiltration. The discovery of these characteristic genes related to advanced sepsis provides potential therapeutic targets for the diagnosis and treatment of sepsis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12859-023-05379-w.
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spelling pubmed-102764092023-06-18 Exploration of m(6)A methylation regulators as epigenetic targets for immunotherapy in advanced sepsis Qian, Weiwei Zhou, Jian Shou, Songtao BMC Bioinformatics Research BACKGROUND: This study aims to deeply explore the relationship between m(6)A methylation modification and peripheral immune cells in patients with advanced sepsis and mine potential epigenetic therapeutic targets by analyzing the differential expression patterns of m(6)A-related genes in healthy subjects and advanced sepsis patients. METHODS: A single cell expression dataset of peripheral immune cells containing blood samples from 4 patients with advanced sepsis and 5 healthy subjects was obtained from the gene expression comprehensive database (GSE175453). Differential expression analysis and cluster analysis were performed on 21 m(6)A-related genes. The characteristic gene was identified based on random forest  algorithm, and the correlation between the characteristic gene METTL16 and 23 immune cells in patients with advanced sepsis was evaluated using single-sample gene set enrichment analysis. RESULTS: IGFBP1, IGFBP2, IGF2BP1, and WTAP were highly expressed in patients with advanced sepsis and m(6)A cluster B. IGFBP1, IGFBP2, and IGF2BP1 were positively correlated with Th17 helper T cells. The characteristic gene METTL16 exhibited a significant positive correlation with the proportion of various immune cells. CONCLUSION: IGFBP1, IGFBP2, IGF2BP1, WTAP, and METTL16 may accelerate the development of advanced sepsis by regulating m(6)A methylation modification and promoting immune cell infiltration. The discovery of these characteristic genes related to advanced sepsis provides potential therapeutic targets for the diagnosis and treatment of sepsis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12859-023-05379-w. BioMed Central 2023-06-17 /pmc/articles/PMC10276409/ /pubmed/37330481 http://dx.doi.org/10.1186/s12859-023-05379-w 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
Qian, Weiwei
Zhou, Jian
Shou, Songtao
Exploration of m(6)A methylation regulators as epigenetic targets for immunotherapy in advanced sepsis
title Exploration of m(6)A methylation regulators as epigenetic targets for immunotherapy in advanced sepsis
title_full Exploration of m(6)A methylation regulators as epigenetic targets for immunotherapy in advanced sepsis
title_fullStr Exploration of m(6)A methylation regulators as epigenetic targets for immunotherapy in advanced sepsis
title_full_unstemmed Exploration of m(6)A methylation regulators as epigenetic targets for immunotherapy in advanced sepsis
title_short Exploration of m(6)A methylation regulators as epigenetic targets for immunotherapy in advanced sepsis
title_sort exploration of m(6)a methylation regulators as epigenetic targets for immunotherapy in advanced sepsis
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10276409/
https://www.ncbi.nlm.nih.gov/pubmed/37330481
http://dx.doi.org/10.1186/s12859-023-05379-w
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