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N ( 6 )-Methyladenosine-Related Long Non-Coding RNAs Are Identified as a Potential Prognostic Biomarker for Lung Squamous Cell Carcinoma and Validated by Real-Time PCR

Currently, the precise mechanism by which N ( 6 )-methyladenosine (m(6)A) modification of long non-coding RNAs (lncRNAs) promotes the occurrence and development of lung squamous cell carcinoma (LUSC) and influences tumor microenvironment (TME) remains unclear. Therefore, we studied the prognostic va...

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Autores principales: Zhang, Wei, Zhang, Qian, Xie, Zhefan, Che, Li, Xia, Tingting, Cai, Xingdong, Liu, Shengming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9204524/
https://www.ncbi.nlm.nih.gov/pubmed/35719401
http://dx.doi.org/10.3389/fgene.2022.839957
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author Zhang, Wei
Zhang, Qian
Xie, Zhefan
Che, Li
Xia, Tingting
Cai, Xingdong
Liu, Shengming
author_facet Zhang, Wei
Zhang, Qian
Xie, Zhefan
Che, Li
Xia, Tingting
Cai, Xingdong
Liu, Shengming
author_sort Zhang, Wei
collection PubMed
description Currently, the precise mechanism by which N ( 6 )-methyladenosine (m(6)A) modification of long non-coding RNAs (lncRNAs) promotes the occurrence and development of lung squamous cell carcinoma (LUSC) and influences tumor microenvironment (TME) remains unclear. Therefore, we studied the prognostic value of m(6)A-related lncRNAs and their relationship with TME in 495 LUSC samples from The Cancer Genome Atlas (TCGA) database. Pearson’s correlation and univariate Cox regression analysis identified 6 m(6)A-related lncRNAs with prognostic values for LUSC patients. LUSC patients were divided into two subgroups (clusters 1 and 2) using principal component analysis. The expression of PD-L1 was lower in tumor tissues and cluster 2 of LUSC patients. Cluster 2 of LUSC patients had a high immune score, stromal score, and unique immune cell infiltration. The focal adhesion kinase (FAK) pathway and cytokine receptor pathways are enriched in cluster 1. The m(6)A-related lncRNA prognostic markers (m(6)A-LPMs) were established using the least absolute shrinkage and selection operator (LASSO) Cox regression analysis. The risk score was calculated by 4 m(6)A-LPMs and associated with OS, TME, clinicopathological characteristics of LUSC patients. After adjusting for age, gender, and stage, the risk score was also an independent prognostic factor for LUSC patients. Real-time PCR results showed that the expression of 4 m(6)A-LPMs was consistent with our prediction results. Our study found that 4 m(6)A-LPMs (AC138035.1, AC243919.2, HORMAD2-AS1, and AL122125.1) are closely associated with LUSC prognosis, in future, they may as novel diagnostic biomarkers for LUSC and provide new immunotherapy targets for LUSC patients.
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spelling pubmed-92045242022-06-18 N ( 6 )-Methyladenosine-Related Long Non-Coding RNAs Are Identified as a Potential Prognostic Biomarker for Lung Squamous Cell Carcinoma and Validated by Real-Time PCR Zhang, Wei Zhang, Qian Xie, Zhefan Che, Li Xia, Tingting Cai, Xingdong Liu, Shengming Front Genet Genetics Currently, the precise mechanism by which N ( 6 )-methyladenosine (m(6)A) modification of long non-coding RNAs (lncRNAs) promotes the occurrence and development of lung squamous cell carcinoma (LUSC) and influences tumor microenvironment (TME) remains unclear. Therefore, we studied the prognostic value of m(6)A-related lncRNAs and their relationship with TME in 495 LUSC samples from The Cancer Genome Atlas (TCGA) database. Pearson’s correlation and univariate Cox regression analysis identified 6 m(6)A-related lncRNAs with prognostic values for LUSC patients. LUSC patients were divided into two subgroups (clusters 1 and 2) using principal component analysis. The expression of PD-L1 was lower in tumor tissues and cluster 2 of LUSC patients. Cluster 2 of LUSC patients had a high immune score, stromal score, and unique immune cell infiltration. The focal adhesion kinase (FAK) pathway and cytokine receptor pathways are enriched in cluster 1. The m(6)A-related lncRNA prognostic markers (m(6)A-LPMs) were established using the least absolute shrinkage and selection operator (LASSO) Cox regression analysis. The risk score was calculated by 4 m(6)A-LPMs and associated with OS, TME, clinicopathological characteristics of LUSC patients. After adjusting for age, gender, and stage, the risk score was also an independent prognostic factor for LUSC patients. Real-time PCR results showed that the expression of 4 m(6)A-LPMs was consistent with our prediction results. Our study found that 4 m(6)A-LPMs (AC138035.1, AC243919.2, HORMAD2-AS1, and AL122125.1) are closely associated with LUSC prognosis, in future, they may as novel diagnostic biomarkers for LUSC and provide new immunotherapy targets for LUSC patients. Frontiers Media S.A. 2022-06-03 /pmc/articles/PMC9204524/ /pubmed/35719401 http://dx.doi.org/10.3389/fgene.2022.839957 Text en Copyright © 2022 Zhang, Zhang, Xie, Che, Xia, Cai and Liu. 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 Genetics
Zhang, Wei
Zhang, Qian
Xie, Zhefan
Che, Li
Xia, Tingting
Cai, Xingdong
Liu, Shengming
N ( 6 )-Methyladenosine-Related Long Non-Coding RNAs Are Identified as a Potential Prognostic Biomarker for Lung Squamous Cell Carcinoma and Validated by Real-Time PCR
title N ( 6 )-Methyladenosine-Related Long Non-Coding RNAs Are Identified as a Potential Prognostic Biomarker for Lung Squamous Cell Carcinoma and Validated by Real-Time PCR
title_full N ( 6 )-Methyladenosine-Related Long Non-Coding RNAs Are Identified as a Potential Prognostic Biomarker for Lung Squamous Cell Carcinoma and Validated by Real-Time PCR
title_fullStr N ( 6 )-Methyladenosine-Related Long Non-Coding RNAs Are Identified as a Potential Prognostic Biomarker for Lung Squamous Cell Carcinoma and Validated by Real-Time PCR
title_full_unstemmed N ( 6 )-Methyladenosine-Related Long Non-Coding RNAs Are Identified as a Potential Prognostic Biomarker for Lung Squamous Cell Carcinoma and Validated by Real-Time PCR
title_short N ( 6 )-Methyladenosine-Related Long Non-Coding RNAs Are Identified as a Potential Prognostic Biomarker for Lung Squamous Cell Carcinoma and Validated by Real-Time PCR
title_sort n ( 6 )-methyladenosine-related long non-coding rnas are identified as a potential prognostic biomarker for lung squamous cell carcinoma and validated by real-time pcr
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9204524/
https://www.ncbi.nlm.nih.gov/pubmed/35719401
http://dx.doi.org/10.3389/fgene.2022.839957
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