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Identification of m6A-associated genes as prognostic and immune-associated biomarkers in Wilms tumor

OBJECTIVES: Wilms tumor (WT) is a common renal malignant tumor in children. We aimed to investigate the potential prognostic value of m6A-related genes and their relationship to the immune microenvironment in WT. METHODS: RNA-seq data and clinical information from 121 WT and 6 normal samples were ob...

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Autores principales: Zhuo, Yingquan, Zhang, Wengqi, Du, Jun, Jiang, Hua, Chen, Guangtang, Feng, Xiaoyun, Gu, Huajian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10632345/
https://www.ncbi.nlm.nih.gov/pubmed/37938417
http://dx.doi.org/10.1007/s12672-023-00817-w
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author Zhuo, Yingquan
Zhang, Wengqi
Du, Jun
Jiang, Hua
Chen, Guangtang
Feng, Xiaoyun
Gu, Huajian
author_facet Zhuo, Yingquan
Zhang, Wengqi
Du, Jun
Jiang, Hua
Chen, Guangtang
Feng, Xiaoyun
Gu, Huajian
author_sort Zhuo, Yingquan
collection PubMed
description OBJECTIVES: Wilms tumor (WT) is a common renal malignant tumor in children. We aimed to investigate the potential prognostic value of m6A-related genes and their relationship to the immune microenvironment in WT. METHODS: RNA-seq data and clinical information from 121 WT and 6 normal samples were obtained from the University of California Santa Cruz Xena database. We used various bioinformatics analysis tools to analyze these data and verify the expression level of m6A-related genes by experiments. RESULTS: Four m6A-related genes were successfully screened, including ADGRG2, CPD, CTHRC1, and LRTM2. Kaplan–Meier survival curves showed that the four genes were closely related to the prognosis of WT, which was also confirmed by receiver operator characteristic curves. Subsequently, in the immune microenvironment of WT, we discovered that Th1_cells were positively correlated with ADGRG2, CCR was negatively correlated with CPD, CCR was positively correlated with CTHRC1, APC_co_stimulation, CCR, Macrophages, inflammation-promoting cells, Treg, and Type_II_IFN_Reponse were negatively correlated with LRTM2. Finally, qRT-PCR showed that expression levels of the four genes were upregulated in the nephroblastoma cell lines (G-401, SK-NEP-1, and WT-CLS1) compared with the human embryonic kidney cell lines (293T). CONCLUSIONS: Taken together, our study first time screened the m6A-related genes and revealed that ADGRG2, CPD, CTHRC1, and LRTM2 are the prognostic and immune-associated biomarkers in WT.
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spelling pubmed-106323452023-11-10 Identification of m6A-associated genes as prognostic and immune-associated biomarkers in Wilms tumor Zhuo, Yingquan Zhang, Wengqi Du, Jun Jiang, Hua Chen, Guangtang Feng, Xiaoyun Gu, Huajian Discov Oncol Research OBJECTIVES: Wilms tumor (WT) is a common renal malignant tumor in children. We aimed to investigate the potential prognostic value of m6A-related genes and their relationship to the immune microenvironment in WT. METHODS: RNA-seq data and clinical information from 121 WT and 6 normal samples were obtained from the University of California Santa Cruz Xena database. We used various bioinformatics analysis tools to analyze these data and verify the expression level of m6A-related genes by experiments. RESULTS: Four m6A-related genes were successfully screened, including ADGRG2, CPD, CTHRC1, and LRTM2. Kaplan–Meier survival curves showed that the four genes were closely related to the prognosis of WT, which was also confirmed by receiver operator characteristic curves. Subsequently, in the immune microenvironment of WT, we discovered that Th1_cells were positively correlated with ADGRG2, CCR was negatively correlated with CPD, CCR was positively correlated with CTHRC1, APC_co_stimulation, CCR, Macrophages, inflammation-promoting cells, Treg, and Type_II_IFN_Reponse were negatively correlated with LRTM2. Finally, qRT-PCR showed that expression levels of the four genes were upregulated in the nephroblastoma cell lines (G-401, SK-NEP-1, and WT-CLS1) compared with the human embryonic kidney cell lines (293T). CONCLUSIONS: Taken together, our study first time screened the m6A-related genes and revealed that ADGRG2, CPD, CTHRC1, and LRTM2 are the prognostic and immune-associated biomarkers in WT. Springer US 2023-11-08 /pmc/articles/PMC10632345/ /pubmed/37938417 http://dx.doi.org/10.1007/s12672-023-00817-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/) .
spellingShingle Research
Zhuo, Yingquan
Zhang, Wengqi
Du, Jun
Jiang, Hua
Chen, Guangtang
Feng, Xiaoyun
Gu, Huajian
Identification of m6A-associated genes as prognostic and immune-associated biomarkers in Wilms tumor
title Identification of m6A-associated genes as prognostic and immune-associated biomarkers in Wilms tumor
title_full Identification of m6A-associated genes as prognostic and immune-associated biomarkers in Wilms tumor
title_fullStr Identification of m6A-associated genes as prognostic and immune-associated biomarkers in Wilms tumor
title_full_unstemmed Identification of m6A-associated genes as prognostic and immune-associated biomarkers in Wilms tumor
title_short Identification of m6A-associated genes as prognostic and immune-associated biomarkers in Wilms tumor
title_sort identification of m6a-associated genes as prognostic and immune-associated biomarkers in wilms tumor
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10632345/
https://www.ncbi.nlm.nih.gov/pubmed/37938417
http://dx.doi.org/10.1007/s12672-023-00817-w
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