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Integrated analysis of genome-wide DNA methylation and cancer-associated fibroblasts identified prognostic biomarkers and immune checkpoint blockade in lower grade gliomas

BACKGROUND: Cancer-associated fibroblasts (CAFs) are vital components of prominent cellular components in lower-grade gliomas (LGGs) that contribute to LGGs’ progression, treatment resistance, and immunosuppression. Epigenetic modification and immunity have significant implications for tumorigenesis...

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Autores principales: Dong, Jiawei, Wang, Fang, Gao, Xin, Zhao, Hongtao, Zhang, Jiheng, Wang, Nan, Liu, Zhihui, Yan, Xiuwei, Jin, Jiaqi, Ba, Yixu, Ma, Shuai, Du, Jianyang, Ji, Hang, Hu, Shaoshan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9885112/
https://www.ncbi.nlm.nih.gov/pubmed/36727078
http://dx.doi.org/10.3389/fonc.2022.977251
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author Dong, Jiawei
Wang, Fang
Gao, Xin
Zhao, Hongtao
Zhang, Jiheng
Wang, Nan
Liu, Zhihui
Yan, Xiuwei
Jin, Jiaqi
Ba, Yixu
Ma, Shuai
Du, Jianyang
Ji, Hang
Hu, Shaoshan
author_facet Dong, Jiawei
Wang, Fang
Gao, Xin
Zhao, Hongtao
Zhang, Jiheng
Wang, Nan
Liu, Zhihui
Yan, Xiuwei
Jin, Jiaqi
Ba, Yixu
Ma, Shuai
Du, Jianyang
Ji, Hang
Hu, Shaoshan
author_sort Dong, Jiawei
collection PubMed
description BACKGROUND: Cancer-associated fibroblasts (CAFs) are vital components of prominent cellular components in lower-grade gliomas (LGGs) that contribute to LGGs’ progression, treatment resistance, and immunosuppression. Epigenetic modification and immunity have significant implications for tumorigenesis and development. METHODS: We combined aberrant methylation and CAFs abundances to build a prognostic model and the impact on the biological properties of LGGs. Grouping based on the median CAFs abundances score of samples in the TCGA-LGGs dataset, differentially expressed genes and aberrantly methylated genes were combined for subsequent analysis. RESULTS: We identified five differentially methylated and expressed genes (LAT32, SWAP70, GSAP, EMP3, and SLC2A10) and established a prognostic gene signature validated in the CGGA-LGGs dataset. Immunohistochemistry (IHC) and in vitro tests were performed to verify these expressions. The high-risk group increased in tumor-promoting immune cells and tumor mutational burden. Notably, risk stratification had different ICB sensitivities in LGGs, and there were also significant sensitivity differences for temozolomide and the other three novel chemotherapeutic agents. CONCLUSION: Our study reveals characteristics of CAFs in LGGs, refines the direct link between epigenetics and tumor stroma, and might provide clinical implications for guiding tailored anti-CAFs therapy in combination with immunotherapy for LGGs patients.
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spelling pubmed-98851122023-01-31 Integrated analysis of genome-wide DNA methylation and cancer-associated fibroblasts identified prognostic biomarkers and immune checkpoint blockade in lower grade gliomas Dong, Jiawei Wang, Fang Gao, Xin Zhao, Hongtao Zhang, Jiheng Wang, Nan Liu, Zhihui Yan, Xiuwei Jin, Jiaqi Ba, Yixu Ma, Shuai Du, Jianyang Ji, Hang Hu, Shaoshan Front Oncol Oncology BACKGROUND: Cancer-associated fibroblasts (CAFs) are vital components of prominent cellular components in lower-grade gliomas (LGGs) that contribute to LGGs’ progression, treatment resistance, and immunosuppression. Epigenetic modification and immunity have significant implications for tumorigenesis and development. METHODS: We combined aberrant methylation and CAFs abundances to build a prognostic model and the impact on the biological properties of LGGs. Grouping based on the median CAFs abundances score of samples in the TCGA-LGGs dataset, differentially expressed genes and aberrantly methylated genes were combined for subsequent analysis. RESULTS: We identified five differentially methylated and expressed genes (LAT32, SWAP70, GSAP, EMP3, and SLC2A10) and established a prognostic gene signature validated in the CGGA-LGGs dataset. Immunohistochemistry (IHC) and in vitro tests were performed to verify these expressions. The high-risk group increased in tumor-promoting immune cells and tumor mutational burden. Notably, risk stratification had different ICB sensitivities in LGGs, and there were also significant sensitivity differences for temozolomide and the other three novel chemotherapeutic agents. CONCLUSION: Our study reveals characteristics of CAFs in LGGs, refines the direct link between epigenetics and tumor stroma, and might provide clinical implications for guiding tailored anti-CAFs therapy in combination with immunotherapy for LGGs patients. Frontiers Media S.A. 2023-01-16 /pmc/articles/PMC9885112/ /pubmed/36727078 http://dx.doi.org/10.3389/fonc.2022.977251 Text en Copyright © 2023 Dong, Wang, Gao, Zhao, Zhang, Wang, Liu, Yan, Jin, Ba, Ma, Du, Ji and Hu 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 Oncology
Dong, Jiawei
Wang, Fang
Gao, Xin
Zhao, Hongtao
Zhang, Jiheng
Wang, Nan
Liu, Zhihui
Yan, Xiuwei
Jin, Jiaqi
Ba, Yixu
Ma, Shuai
Du, Jianyang
Ji, Hang
Hu, Shaoshan
Integrated analysis of genome-wide DNA methylation and cancer-associated fibroblasts identified prognostic biomarkers and immune checkpoint blockade in lower grade gliomas
title Integrated analysis of genome-wide DNA methylation and cancer-associated fibroblasts identified prognostic biomarkers and immune checkpoint blockade in lower grade gliomas
title_full Integrated analysis of genome-wide DNA methylation and cancer-associated fibroblasts identified prognostic biomarkers and immune checkpoint blockade in lower grade gliomas
title_fullStr Integrated analysis of genome-wide DNA methylation and cancer-associated fibroblasts identified prognostic biomarkers and immune checkpoint blockade in lower grade gliomas
title_full_unstemmed Integrated analysis of genome-wide DNA methylation and cancer-associated fibroblasts identified prognostic biomarkers and immune checkpoint blockade in lower grade gliomas
title_short Integrated analysis of genome-wide DNA methylation and cancer-associated fibroblasts identified prognostic biomarkers and immune checkpoint blockade in lower grade gliomas
title_sort integrated analysis of genome-wide dna methylation and cancer-associated fibroblasts identified prognostic biomarkers and immune checkpoint blockade in lower grade gliomas
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9885112/
https://www.ncbi.nlm.nih.gov/pubmed/36727078
http://dx.doi.org/10.3389/fonc.2022.977251
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