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Identification of EMT-Related Genes and Prognostic Signature With Significant Implications on Biological Properties and Oncology Treatment of Lower Grade Gliomas

The epithelial-mesenchymal transition (EMT) is an important process that drives progression, metastasis, and oncology treatment resistance in cancers. Also, the adjacent non-tumor tissue may affect the biological properties of cancers and have potential prognostic implications. Our study aimed to id...

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Autores principales: Wu, Jiasheng, He, Jinru, Zhang, Jiheng, Ji, Hang, Wang, Nan, Ma, Shuai, Yan, Xiuwei, Gao, Xin, Du, Jianyang, Liu, Zhihui, Hu, Shaoshan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9152435/
https://www.ncbi.nlm.nih.gov/pubmed/35656554
http://dx.doi.org/10.3389/fcell.2022.887693
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author Wu, Jiasheng
He, Jinru
Zhang, Jiheng
Ji, Hang
Wang, Nan
Ma, Shuai
Yan, Xiuwei
Gao, Xin
Du, Jianyang
Liu, Zhihui
Hu, Shaoshan
author_facet Wu, Jiasheng
He, Jinru
Zhang, Jiheng
Ji, Hang
Wang, Nan
Ma, Shuai
Yan, Xiuwei
Gao, Xin
Du, Jianyang
Liu, Zhihui
Hu, Shaoshan
author_sort Wu, Jiasheng
collection PubMed
description The epithelial-mesenchymal transition (EMT) is an important process that drives progression, metastasis, and oncology treatment resistance in cancers. Also, the adjacent non-tumor tissue may affect the biological properties of cancers and have potential prognostic implications. Our study aimed to identify EMT-related genes in LGG samples, explore their impact on the biological properties of lower grade gliomas (LGG) through the multi-omics analysis, and reveal the potential mechanism by which adjacent non-tumor tissue participated in the malignant progression of LGG. Based on the 121 differentially expressed EMT-related genes between normal samples from the GTEx database and LGG samples in the TCGA cohort, we identified two subtypes and constructed EMTsig. Because of the genetic, epigenetic, and transcriptomic heterogeneity, malignant features including clinical traits, molecular traits, metabolism, anti-tumor immunity, and stemness features were different between samples with C1 and C2. In addition, EMTsig could also quantify the EMT levels, variation in prognosis, and oncology treatment sensitivity of LGG patients. Therefore, EMTsig could assist us in developing objective diagnostic tools and in optimizing therapeutic strategies for LGG patients. Notably, with the GSVA, we found that adjacent non-tumor tissue might participate in the progression, metastasis, and formation of the tumor microenvironment in LGG. Therefore, the potential prognostic implications of adjacent non-tumor tissue should be considered when performing clinical interventions for LGG patients. Overall, our study investigated and validated the effects of EMT-related genes on the biological properties from multiple perspectives, and provided new insights into the function of adjacent non-tumor tissue in the malignant progression of LGG.
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spelling pubmed-91524352022-06-01 Identification of EMT-Related Genes and Prognostic Signature With Significant Implications on Biological Properties and Oncology Treatment of Lower Grade Gliomas Wu, Jiasheng He, Jinru Zhang, Jiheng Ji, Hang Wang, Nan Ma, Shuai Yan, Xiuwei Gao, Xin Du, Jianyang Liu, Zhihui Hu, Shaoshan Front Cell Dev Biol Cell and Developmental Biology The epithelial-mesenchymal transition (EMT) is an important process that drives progression, metastasis, and oncology treatment resistance in cancers. Also, the adjacent non-tumor tissue may affect the biological properties of cancers and have potential prognostic implications. Our study aimed to identify EMT-related genes in LGG samples, explore their impact on the biological properties of lower grade gliomas (LGG) through the multi-omics analysis, and reveal the potential mechanism by which adjacent non-tumor tissue participated in the malignant progression of LGG. Based on the 121 differentially expressed EMT-related genes between normal samples from the GTEx database and LGG samples in the TCGA cohort, we identified two subtypes and constructed EMTsig. Because of the genetic, epigenetic, and transcriptomic heterogeneity, malignant features including clinical traits, molecular traits, metabolism, anti-tumor immunity, and stemness features were different between samples with C1 and C2. In addition, EMTsig could also quantify the EMT levels, variation in prognosis, and oncology treatment sensitivity of LGG patients. Therefore, EMTsig could assist us in developing objective diagnostic tools and in optimizing therapeutic strategies for LGG patients. Notably, with the GSVA, we found that adjacent non-tumor tissue might participate in the progression, metastasis, and formation of the tumor microenvironment in LGG. Therefore, the potential prognostic implications of adjacent non-tumor tissue should be considered when performing clinical interventions for LGG patients. Overall, our study investigated and validated the effects of EMT-related genes on the biological properties from multiple perspectives, and provided new insights into the function of adjacent non-tumor tissue in the malignant progression of LGG. Frontiers Media S.A. 2022-05-17 /pmc/articles/PMC9152435/ /pubmed/35656554 http://dx.doi.org/10.3389/fcell.2022.887693 Text en Copyright © 2022 Wu, He, Zhang, Ji, Wang, Ma, Yan, Gao, Du, Liu 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 Cell and Developmental Biology
Wu, Jiasheng
He, Jinru
Zhang, Jiheng
Ji, Hang
Wang, Nan
Ma, Shuai
Yan, Xiuwei
Gao, Xin
Du, Jianyang
Liu, Zhihui
Hu, Shaoshan
Identification of EMT-Related Genes and Prognostic Signature With Significant Implications on Biological Properties and Oncology Treatment of Lower Grade Gliomas
title Identification of EMT-Related Genes and Prognostic Signature With Significant Implications on Biological Properties and Oncology Treatment of Lower Grade Gliomas
title_full Identification of EMT-Related Genes and Prognostic Signature With Significant Implications on Biological Properties and Oncology Treatment of Lower Grade Gliomas
title_fullStr Identification of EMT-Related Genes and Prognostic Signature With Significant Implications on Biological Properties and Oncology Treatment of Lower Grade Gliomas
title_full_unstemmed Identification of EMT-Related Genes and Prognostic Signature With Significant Implications on Biological Properties and Oncology Treatment of Lower Grade Gliomas
title_short Identification of EMT-Related Genes and Prognostic Signature With Significant Implications on Biological Properties and Oncology Treatment of Lower Grade Gliomas
title_sort identification of emt-related genes and prognostic signature with significant implications on biological properties and oncology treatment of lower grade gliomas
topic Cell and Developmental Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9152435/
https://www.ncbi.nlm.nih.gov/pubmed/35656554
http://dx.doi.org/10.3389/fcell.2022.887693
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