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Identification and validation of molecular subtype and prognostic signature for lung adenocarcinoma based on neutrophil extracellular traps
Background: Neutrophil Extracellular Traps (NETs) are fibrous networks made of DNA-histone complexes and proteins protruded from activated neutrophils. Accumulating evidences have highlighted the vital role of NETs in tumor progression and diffusion. However, limited systematic studies regarding the...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10151567/ https://www.ncbi.nlm.nih.gov/pubmed/37143472 http://dx.doi.org/10.3389/pore.2023.1610899 |
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author | Zuo, Yanhua Leng, Guangyi Leng, Ping |
author_facet | Zuo, Yanhua Leng, Guangyi Leng, Ping |
author_sort | Zuo, Yanhua |
collection | PubMed |
description | Background: Neutrophil Extracellular Traps (NETs) are fibrous networks made of DNA-histone complexes and proteins protruded from activated neutrophils. Accumulating evidences have highlighted the vital role of NETs in tumor progression and diffusion. However, limited systematic studies regarding the role of NETs in LUAD have been performed. Methods: Differentially expressed NETs-related genes and their mutation landscape were identified with TCGA database. Consensus clustering analysis was performed to determine the NETs-related subtypes of LUAD. LASSO algorithm was employed to construct a prognostic signature. Moreover, GSE30219 and GSE31210 were used as independent validation. We also constructed a lncRNA-miRNA-mRNA regulatory axis with several miRNA and lncRNA databases. Results: Consensus clustering identified two NETs-related clusters in LUAD. High NETs score was correlated with a favorable overall survival, abundant immune cell infiltration, and high activity of immune response signal pathways. Six NET-related genes (G0S2, KCNJ15, S100A12, AKT2, CTSG, and HMGB1) with significant prognostic value were screened to develop a prognostic signature. LUAD patients with low-risk had a significantly favorable overall survival both in the training set and validation set. Moreover, NETs-related risk score and clinical stage could act as an independent prognostic factor for LUAD patients. Significant correlation was obtained between risk score and tumor immune microenvironment. We also identified lncRNA BCYRN1/miR-3664-5p/CTSG regulatory axis that may be involved in the progression of LUAD. Conclusion: We developed two molecular subtypes and a prognostic signature for LUAD based on NETs-related genes. This stratification could provide more evidences for estimating the prognosis and immunotherapy of LAUD patients. |
format | Online Article Text |
id | pubmed-10151567 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-101515672023-05-03 Identification and validation of molecular subtype and prognostic signature for lung adenocarcinoma based on neutrophil extracellular traps Zuo, Yanhua Leng, Guangyi Leng, Ping Pathol Oncol Res Pathology and Oncology Archive Background: Neutrophil Extracellular Traps (NETs) are fibrous networks made of DNA-histone complexes and proteins protruded from activated neutrophils. Accumulating evidences have highlighted the vital role of NETs in tumor progression and diffusion. However, limited systematic studies regarding the role of NETs in LUAD have been performed. Methods: Differentially expressed NETs-related genes and their mutation landscape were identified with TCGA database. Consensus clustering analysis was performed to determine the NETs-related subtypes of LUAD. LASSO algorithm was employed to construct a prognostic signature. Moreover, GSE30219 and GSE31210 were used as independent validation. We also constructed a lncRNA-miRNA-mRNA regulatory axis with several miRNA and lncRNA databases. Results: Consensus clustering identified two NETs-related clusters in LUAD. High NETs score was correlated with a favorable overall survival, abundant immune cell infiltration, and high activity of immune response signal pathways. Six NET-related genes (G0S2, KCNJ15, S100A12, AKT2, CTSG, and HMGB1) with significant prognostic value were screened to develop a prognostic signature. LUAD patients with low-risk had a significantly favorable overall survival both in the training set and validation set. Moreover, NETs-related risk score and clinical stage could act as an independent prognostic factor for LUAD patients. Significant correlation was obtained between risk score and tumor immune microenvironment. We also identified lncRNA BCYRN1/miR-3664-5p/CTSG regulatory axis that may be involved in the progression of LUAD. Conclusion: We developed two molecular subtypes and a prognostic signature for LUAD based on NETs-related genes. This stratification could provide more evidences for estimating the prognosis and immunotherapy of LAUD patients. Frontiers Media S.A. 2023-04-18 /pmc/articles/PMC10151567/ /pubmed/37143472 http://dx.doi.org/10.3389/pore.2023.1610899 Text en Copyright © 2023 Zuo, Leng and Leng. 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 | Pathology and Oncology Archive Zuo, Yanhua Leng, Guangyi Leng, Ping Identification and validation of molecular subtype and prognostic signature for lung adenocarcinoma based on neutrophil extracellular traps |
title | Identification and validation of molecular subtype and prognostic signature for lung adenocarcinoma based on neutrophil extracellular traps |
title_full | Identification and validation of molecular subtype and prognostic signature for lung adenocarcinoma based on neutrophil extracellular traps |
title_fullStr | Identification and validation of molecular subtype and prognostic signature for lung adenocarcinoma based on neutrophil extracellular traps |
title_full_unstemmed | Identification and validation of molecular subtype and prognostic signature for lung adenocarcinoma based on neutrophil extracellular traps |
title_short | Identification and validation of molecular subtype and prognostic signature for lung adenocarcinoma based on neutrophil extracellular traps |
title_sort | identification and validation of molecular subtype and prognostic signature for lung adenocarcinoma based on neutrophil extracellular traps |
topic | Pathology and Oncology Archive |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10151567/ https://www.ncbi.nlm.nih.gov/pubmed/37143472 http://dx.doi.org/10.3389/pore.2023.1610899 |
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