Cargando…
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...
Autores principales: | , , , , , , , , , |
---|---|
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 |
_version_ | 1784806846397153280 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9555124 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT meijie identificationofadenoidsubtypecharacterizedwithimmuneescapedphenotypeinlungsquamouscarcinomabasedontranscriptomics AT caiyun identificationofadenoidsubtypecharacterizedwithimmuneescapedphenotypeinlungsquamouscarcinomabasedontranscriptomics AT mussafiofek identificationofadenoidsubtypecharacterizedwithimmuneescapedphenotypeinlungsquamouscarcinomabasedontranscriptomics AT zhengmingfeng identificationofadenoidsubtypecharacterizedwithimmuneescapedphenotypeinlungsquamouscarcinomabasedontranscriptomics AT xuyongrui identificationofadenoidsubtypecharacterizedwithimmuneescapedphenotypeinlungsquamouscarcinomabasedontranscriptomics AT chenruo identificationofadenoidsubtypecharacterizedwithimmuneescapedphenotypeinlungsquamouscarcinomabasedontranscriptomics AT jiangguanyu identificationofadenoidsubtypecharacterizedwithimmuneescapedphenotypeinlungsquamouscarcinomabasedontranscriptomics AT maowenjun identificationofadenoidsubtypecharacterizedwithimmuneescapedphenotypeinlungsquamouscarcinomabasedontranscriptomics AT xiawei identificationofadenoidsubtypecharacterizedwithimmuneescapedphenotypeinlungsquamouscarcinomabasedontranscriptomics AT wanyuan identificationofadenoidsubtypecharacterizedwithimmuneescapedphenotypeinlungsquamouscarcinomabasedontranscriptomics |