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RNA modification regulator DDC in endometrial cancer affects the tumor microenvironment and patient prognosis
Uterine corpus endometrial carcinoma (UCEC) is infiltrated by immune cells, which are involved in the growth and proliferation of malignant tumors and resistance to immunotherapy. This study suggested that RNA modification regulators played an important role in the development and prognosis of UCEC....
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10593861/ https://www.ncbi.nlm.nih.gov/pubmed/37872211 http://dx.doi.org/10.1038/s41598-023-44269-2 |
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author | Zhao, Huai Shi, Chuang Zhao, Guoguang Liu, Jiamin Wang, Xi Liang, Jie Li, Fangmei |
author_facet | Zhao, Huai Shi, Chuang Zhao, Guoguang Liu, Jiamin Wang, Xi Liang, Jie Li, Fangmei |
author_sort | Zhao, Huai |
collection | PubMed |
description | Uterine corpus endometrial carcinoma (UCEC) is infiltrated by immune cells, which are involved in the growth and proliferation of malignant tumors and resistance to immunotherapy. This study suggested that RNA modification regulators played an important role in the development and prognosis of UCEC. Many studies confirmed that RNA modification played an essential role in tumor immune regulation, and abnormal RNA modification contributed to tumorigenesis and cancer progression. Based on the RNA modification regulatory factors, the UCEC samples from TCGA (The Cancer Genome Atlas) were classified into two clusters, namely Cluster A and Cluster B, using unsupervised consensus clustering. We obtained DEG (differentially expressed genes) between the two clusters, and constructed a risk model of RNA modification-related genes using DEGs. Cluster A had lower RNA modification regulatory factors, richer immune cell infiltration, and better prognosis. The differentially expressed genes between the two clusters were obtained, and these genes were used for modeling. This model divided patients with UCEC into two groups. The low-risk group had better immune infiltration, and the ROC (receiver operating characteristic) curve showed that this model had good predictive efficacy. The low-risk group had a better response to immunotherapy by immune checkpoint prediction. We obtained the key gene l-dopa decarboxylase (DDC) through the intersection of LASSO model genes and GEO dataset GSE17025. We evaluated the potential biological functions of DDC. The differences in the expression of DDC were verified by immunohistochemistry. We evaluated the relationship between DDC and immune cell infiltration and verified this difference using immunofluorescence. Cluster A with low expression of RNA modification regulators has better prognosis and richer immune cell infiltration, therefore, we believed that RNA modification regulators in UCEC were closely related to the tumor microenvironment. Also, the risk score could well predict the prognosis of patients and guide immunotherapy, which might benefit patients with UCEC. |
format | Online Article Text |
id | pubmed-10593861 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105938612023-10-25 RNA modification regulator DDC in endometrial cancer affects the tumor microenvironment and patient prognosis Zhao, Huai Shi, Chuang Zhao, Guoguang Liu, Jiamin Wang, Xi Liang, Jie Li, Fangmei Sci Rep Article Uterine corpus endometrial carcinoma (UCEC) is infiltrated by immune cells, which are involved in the growth and proliferation of malignant tumors and resistance to immunotherapy. This study suggested that RNA modification regulators played an important role in the development and prognosis of UCEC. Many studies confirmed that RNA modification played an essential role in tumor immune regulation, and abnormal RNA modification contributed to tumorigenesis and cancer progression. Based on the RNA modification regulatory factors, the UCEC samples from TCGA (The Cancer Genome Atlas) were classified into two clusters, namely Cluster A and Cluster B, using unsupervised consensus clustering. We obtained DEG (differentially expressed genes) between the two clusters, and constructed a risk model of RNA modification-related genes using DEGs. Cluster A had lower RNA modification regulatory factors, richer immune cell infiltration, and better prognosis. The differentially expressed genes between the two clusters were obtained, and these genes were used for modeling. This model divided patients with UCEC into two groups. The low-risk group had better immune infiltration, and the ROC (receiver operating characteristic) curve showed that this model had good predictive efficacy. The low-risk group had a better response to immunotherapy by immune checkpoint prediction. We obtained the key gene l-dopa decarboxylase (DDC) through the intersection of LASSO model genes and GEO dataset GSE17025. We evaluated the potential biological functions of DDC. The differences in the expression of DDC were verified by immunohistochemistry. We evaluated the relationship between DDC and immune cell infiltration and verified this difference using immunofluorescence. Cluster A with low expression of RNA modification regulators has better prognosis and richer immune cell infiltration, therefore, we believed that RNA modification regulators in UCEC were closely related to the tumor microenvironment. Also, the risk score could well predict the prognosis of patients and guide immunotherapy, which might benefit patients with UCEC. Nature Publishing Group UK 2023-10-23 /pmc/articles/PMC10593861/ /pubmed/37872211 http://dx.doi.org/10.1038/s41598-023-44269-2 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/) . |
spellingShingle | Article Zhao, Huai Shi, Chuang Zhao, Guoguang Liu, Jiamin Wang, Xi Liang, Jie Li, Fangmei RNA modification regulator DDC in endometrial cancer affects the tumor microenvironment and patient prognosis |
title | RNA modification regulator DDC in endometrial cancer affects the tumor microenvironment and patient prognosis |
title_full | RNA modification regulator DDC in endometrial cancer affects the tumor microenvironment and patient prognosis |
title_fullStr | RNA modification regulator DDC in endometrial cancer affects the tumor microenvironment and patient prognosis |
title_full_unstemmed | RNA modification regulator DDC in endometrial cancer affects the tumor microenvironment and patient prognosis |
title_short | RNA modification regulator DDC in endometrial cancer affects the tumor microenvironment and patient prognosis |
title_sort | rna modification regulator ddc in endometrial cancer affects the tumor microenvironment and patient prognosis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10593861/ https://www.ncbi.nlm.nih.gov/pubmed/37872211 http://dx.doi.org/10.1038/s41598-023-44269-2 |
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