Cargando…
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...
Autores principales: | , , , , , , , , , , |
---|---|
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 |
_version_ | 1784717647545368576 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9152435 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT wujiasheng identificationofemtrelatedgenesandprognosticsignaturewithsignificantimplicationsonbiologicalpropertiesandoncologytreatmentoflowergradegliomas AT hejinru identificationofemtrelatedgenesandprognosticsignaturewithsignificantimplicationsonbiologicalpropertiesandoncologytreatmentoflowergradegliomas AT zhangjiheng identificationofemtrelatedgenesandprognosticsignaturewithsignificantimplicationsonbiologicalpropertiesandoncologytreatmentoflowergradegliomas AT jihang identificationofemtrelatedgenesandprognosticsignaturewithsignificantimplicationsonbiologicalpropertiesandoncologytreatmentoflowergradegliomas AT wangnan identificationofemtrelatedgenesandprognosticsignaturewithsignificantimplicationsonbiologicalpropertiesandoncologytreatmentoflowergradegliomas AT mashuai identificationofemtrelatedgenesandprognosticsignaturewithsignificantimplicationsonbiologicalpropertiesandoncologytreatmentoflowergradegliomas AT yanxiuwei identificationofemtrelatedgenesandprognosticsignaturewithsignificantimplicationsonbiologicalpropertiesandoncologytreatmentoflowergradegliomas AT gaoxin identificationofemtrelatedgenesandprognosticsignaturewithsignificantimplicationsonbiologicalpropertiesandoncologytreatmentoflowergradegliomas AT dujianyang identificationofemtrelatedgenesandprognosticsignaturewithsignificantimplicationsonbiologicalpropertiesandoncologytreatmentoflowergradegliomas AT liuzhihui identificationofemtrelatedgenesandprognosticsignaturewithsignificantimplicationsonbiologicalpropertiesandoncologytreatmentoflowergradegliomas AT hushaoshan identificationofemtrelatedgenesandprognosticsignaturewithsignificantimplicationsonbiologicalpropertiesandoncologytreatmentoflowergradegliomas |