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Identification of adenoid subtype characterized with immune-escaped phenotype in lung squamous carcinoma based on transcriptomics

Non-small cell lung cancer (NSCLC) is a heterogeneous disease, and its demarcation contributes to various therapeutic outcomes. However, a small subset of tumors shows different molecular features that are in contradiction with pathological classification. Unsupervised clustering was performed to su...

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Autores principales: Mei, Jie, Cai, Yun, Mussafi, Ofek, Zheng, Mingfeng, Xu, Yongrui, Chen, Ruo, Jiang, Guanyu, Mao, Wenjun, Xia, Wei, Wan, Yuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9555124/
https://www.ncbi.nlm.nih.gov/pubmed/36224612
http://dx.doi.org/10.1186/s40164-022-00327-5
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author Mei, Jie
Cai, Yun
Mussafi, Ofek
Zheng, Mingfeng
Xu, Yongrui
Chen, Ruo
Jiang, Guanyu
Mao, Wenjun
Xia, Wei
Wan, Yuan
author_facet Mei, Jie
Cai, Yun
Mussafi, Ofek
Zheng, Mingfeng
Xu, Yongrui
Chen, Ruo
Jiang, Guanyu
Mao, Wenjun
Xia, Wei
Wan, Yuan
author_sort Mei, Jie
collection PubMed
description Non-small cell lung cancer (NSCLC) is a heterogeneous disease, and its demarcation contributes to various therapeutic outcomes. However, a small subset of tumors shows different molecular features that are in contradiction with pathological classification. Unsupervised clustering was performed to subtype NSCLC using the transcriptome data from the TCGA database. Next, immune microenvironment features of lung adenocarcinoma (LUAD), lung squamous carcinoma (LUSC), and lung adenoid squamous carcinoma (LASC) were characterized. In addition, diagnostic biomarkers to demarcate LASC among LUSC were screened using weighted gene co-expression network analysis (WGCNA) and validated by the in-house cohort. LASC was identified as a novel subtype with adenoid transcriptomic features in LUSC, which exhibited the most immuno-escaped phenotype among all NSCLC subtypes. In addition, FOLR1 was identified as a biomarker for LASC discrimination using the WGCNA analysis, and its diagnostic value was validated by the in-house cohort. Moreover, FOLR1 was related to immuno-escaped tumors in LUSC but not in LUAD. Overall, we proposed a novel typing strategy in NSCLC and identified FOLR1 as a biomarker for LASC discrimination. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40164-022-00327-5.
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spelling pubmed-95551242022-10-13 Identification of adenoid subtype characterized with immune-escaped phenotype in lung squamous carcinoma based on transcriptomics Mei, Jie Cai, Yun Mussafi, Ofek Zheng, Mingfeng Xu, Yongrui Chen, Ruo Jiang, Guanyu Mao, Wenjun Xia, Wei Wan, Yuan Exp Hematol Oncol Correspondence Non-small cell lung cancer (NSCLC) is a heterogeneous disease, and its demarcation contributes to various therapeutic outcomes. However, a small subset of tumors shows different molecular features that are in contradiction with pathological classification. Unsupervised clustering was performed to subtype NSCLC using the transcriptome data from the TCGA database. Next, immune microenvironment features of lung adenocarcinoma (LUAD), lung squamous carcinoma (LUSC), and lung adenoid squamous carcinoma (LASC) were characterized. In addition, diagnostic biomarkers to demarcate LASC among LUSC were screened using weighted gene co-expression network analysis (WGCNA) and validated by the in-house cohort. LASC was identified as a novel subtype with adenoid transcriptomic features in LUSC, which exhibited the most immuno-escaped phenotype among all NSCLC subtypes. In addition, FOLR1 was identified as a biomarker for LASC discrimination using the WGCNA analysis, and its diagnostic value was validated by the in-house cohort. Moreover, FOLR1 was related to immuno-escaped tumors in LUSC but not in LUAD. Overall, we proposed a novel typing strategy in NSCLC and identified FOLR1 as a biomarker for LASC discrimination. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40164-022-00327-5. BioMed Central 2022-10-12 /pmc/articles/PMC9555124/ /pubmed/36224612 http://dx.doi.org/10.1186/s40164-022-00327-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Correspondence
Mei, Jie
Cai, Yun
Mussafi, Ofek
Zheng, Mingfeng
Xu, Yongrui
Chen, Ruo
Jiang, Guanyu
Mao, Wenjun
Xia, Wei
Wan, Yuan
Identification of adenoid subtype characterized with immune-escaped phenotype in lung squamous carcinoma based on transcriptomics
title Identification of adenoid subtype characterized with immune-escaped phenotype in lung squamous carcinoma based on transcriptomics
title_full Identification of adenoid subtype characterized with immune-escaped phenotype in lung squamous carcinoma based on transcriptomics
title_fullStr Identification of adenoid subtype characterized with immune-escaped phenotype in lung squamous carcinoma based on transcriptomics
title_full_unstemmed Identification of adenoid subtype characterized with immune-escaped phenotype in lung squamous carcinoma based on transcriptomics
title_short Identification of adenoid subtype characterized with immune-escaped phenotype in lung squamous carcinoma based on transcriptomics
title_sort identification of adenoid subtype characterized with immune-escaped phenotype in lung squamous carcinoma based on transcriptomics
topic Correspondence
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9555124/
https://www.ncbi.nlm.nih.gov/pubmed/36224612
http://dx.doi.org/10.1186/s40164-022-00327-5
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