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Prognostic and tumor microenvironmental feature of clear cell renal cell carcinoma revealed by m6A and lactylation modification-related genes

BACKGROUND: Both lactylation and m6A modification have important implications for the development of clear cell renal cell carcinoma (ccRCC), and we aimed to use crosstalk genes of both to reveal the prognostic and immunological features of ccRCC. METHODS: Our first step was to look for lactylation-...

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Autores principales: Yang, Lin, Wang, Xiaoyu, Liu, Jiahao, Liu, Xiaoqiang, Li, Sheng, Zheng, Fuchun, Dong, Qianxi, Xu, Songhui, Xiong, Jing, Fu, Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10450969/
https://www.ncbi.nlm.nih.gov/pubmed/37638005
http://dx.doi.org/10.3389/fimmu.2023.1225023
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author Yang, Lin
Wang, Xiaoyu
Liu, Jiahao
Liu, Xiaoqiang
Li, Sheng
Zheng, Fuchun
Dong, Qianxi
Xu, Songhui
Xiong, Jing
Fu, Bin
author_facet Yang, Lin
Wang, Xiaoyu
Liu, Jiahao
Liu, Xiaoqiang
Li, Sheng
Zheng, Fuchun
Dong, Qianxi
Xu, Songhui
Xiong, Jing
Fu, Bin
author_sort Yang, Lin
collection PubMed
description BACKGROUND: Both lactylation and m6A modification have important implications for the development of clear cell renal cell carcinoma (ccRCC), and we aimed to use crosstalk genes of both to reveal the prognostic and immunological features of ccRCC. METHODS: Our first step was to look for lactylation-related genes that differed between normal and tumor tissues, and then by correlation analysis, we found the genes associated with M6A. Following that, ccRCC subtypes will be identified and risk models will be constructed to compare the prognosis and tumor microenvironment among different subgroups. A nomogram was constructed to predict the prognosis of ccRCC, and in vitro, experiments were conducted to validate the expression and function of key genes. RESULTS: We screened 100 crosstalk genes and identified 2 ccRCC subtypes. A total of 11 prognostic genes were screened for building a risk model. we observed higher immune scores, elevated tumor mutational burden, and microsatellite instability scores in the high-risk group. Therefore, individuals classified as high-risk would derive greater benefits from immunotherapy. The nomogram’s ability to predict overall survival with a 1-year AUC of 0.863 demonstrates its significant practical utility. In addition, HIBCH was identified as a potential therapeutic target and its expression and function were verified by in vitro experiments. CONCLUSION: In addition to developing a precise prognostic nomogram for patients with ccRCC, our study also discovered the potential of HIBCH as a biomarker for the disease.
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spelling pubmed-104509692023-08-26 Prognostic and tumor microenvironmental feature of clear cell renal cell carcinoma revealed by m6A and lactylation modification-related genes Yang, Lin Wang, Xiaoyu Liu, Jiahao Liu, Xiaoqiang Li, Sheng Zheng, Fuchun Dong, Qianxi Xu, Songhui Xiong, Jing Fu, Bin Front Immunol Immunology BACKGROUND: Both lactylation and m6A modification have important implications for the development of clear cell renal cell carcinoma (ccRCC), and we aimed to use crosstalk genes of both to reveal the prognostic and immunological features of ccRCC. METHODS: Our first step was to look for lactylation-related genes that differed between normal and tumor tissues, and then by correlation analysis, we found the genes associated with M6A. Following that, ccRCC subtypes will be identified and risk models will be constructed to compare the prognosis and tumor microenvironment among different subgroups. A nomogram was constructed to predict the prognosis of ccRCC, and in vitro, experiments were conducted to validate the expression and function of key genes. RESULTS: We screened 100 crosstalk genes and identified 2 ccRCC subtypes. A total of 11 prognostic genes were screened for building a risk model. we observed higher immune scores, elevated tumor mutational burden, and microsatellite instability scores in the high-risk group. Therefore, individuals classified as high-risk would derive greater benefits from immunotherapy. The nomogram’s ability to predict overall survival with a 1-year AUC of 0.863 demonstrates its significant practical utility. In addition, HIBCH was identified as a potential therapeutic target and its expression and function were verified by in vitro experiments. CONCLUSION: In addition to developing a precise prognostic nomogram for patients with ccRCC, our study also discovered the potential of HIBCH as a biomarker for the disease. Frontiers Media S.A. 2023-08-11 /pmc/articles/PMC10450969/ /pubmed/37638005 http://dx.doi.org/10.3389/fimmu.2023.1225023 Text en Copyright © 2023 Yang, Wang, Liu, Liu, Li, Zheng, Dong, Xu, Xiong and Fu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Immunology
Yang, Lin
Wang, Xiaoyu
Liu, Jiahao
Liu, Xiaoqiang
Li, Sheng
Zheng, Fuchun
Dong, Qianxi
Xu, Songhui
Xiong, Jing
Fu, Bin
Prognostic and tumor microenvironmental feature of clear cell renal cell carcinoma revealed by m6A and lactylation modification-related genes
title Prognostic and tumor microenvironmental feature of clear cell renal cell carcinoma revealed by m6A and lactylation modification-related genes
title_full Prognostic and tumor microenvironmental feature of clear cell renal cell carcinoma revealed by m6A and lactylation modification-related genes
title_fullStr Prognostic and tumor microenvironmental feature of clear cell renal cell carcinoma revealed by m6A and lactylation modification-related genes
title_full_unstemmed Prognostic and tumor microenvironmental feature of clear cell renal cell carcinoma revealed by m6A and lactylation modification-related genes
title_short Prognostic and tumor microenvironmental feature of clear cell renal cell carcinoma revealed by m6A and lactylation modification-related genes
title_sort prognostic and tumor microenvironmental feature of clear cell renal cell carcinoma revealed by m6a and lactylation modification-related genes
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10450969/
https://www.ncbi.nlm.nih.gov/pubmed/37638005
http://dx.doi.org/10.3389/fimmu.2023.1225023
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