Clinical Significance and Immunologic Landscape of a Five-IL(R)-Based Signature in Lung Adenocarcinoma

Interleukins (ILs) and interleukin receptors (ILRs) play important role in the antitumor immune response. However, the expression signature and clinical characteristics of the IL(R) family in lung adenocarcinoma (LUAD) remains unclear. The main purpose of this study was to explore the expression pro...

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Main Authors: Tao Fan, Shize Pan, Shuo Yang, Bo Hao, Lin Zhang, Donghang Li, Qing Geng
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Immunology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2021.693062/full
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spelling doaj-2b6d473b96c5460d8dc32daf71d858a32021-08-23T05:28:15ZengFrontiers Media S.A.Frontiers in Immunology1664-32242021-08-011210.3389/fimmu.2021.693062693062Clinical Significance and Immunologic Landscape of a Five-IL(R)-Based Signature in Lung AdenocarcinomaTao Fan0Shize Pan1Shuo Yang2Bo Hao3Lin Zhang4Donghang Li5Qing Geng6Department of Thoracic Surgery, Renmin Hospital of Wuhan University, Wuhan, ChinaDepartment of Thoracic Surgery, Renmin Hospital of Wuhan University, Wuhan, ChinaDepartment of Cardiology, Renmin Hospital of Wuhan University, Wuhan, ChinaDepartment of Thoracic Surgery, Renmin Hospital of Wuhan University, Wuhan, ChinaDepartment of Thoracic Surgery, Renmin Hospital of Wuhan University, Wuhan, ChinaDepartment of Thoracic Surgery, Renmin Hospital of Wuhan University, Wuhan, ChinaDepartment of Thoracic Surgery, Renmin Hospital of Wuhan University, Wuhan, ChinaInterleukins (ILs) and interleukin receptors (ILRs) play important role in the antitumor immune response. However, the expression signature and clinical characteristics of the IL(R) family in lung adenocarcinoma (LUAD) remains unclear. The main purpose of this study was to explore the expression profile of IL(R) family genes and construct an IL(R)-based prognostic signature in LUAD. Five public datasets of 1,312 patients with LUAD were enrolled in this study. Samples from The Cancer Genome Atlas (TCGA) were used as the training set, and samples from the other four cohorts extracted from Gene Expression Omnibus (GEO) database were used as the validation set. Additionally, the profile of IL(R) family signature was explored, and the association between this signature and immunotherapy response was also analyzed. Meanwhile, the prognostic value was compared between this IL(R)-based signature and different immunotherapy markers. A signature based on five identified IL(R)s (IL7R, IL5RA, IL20RB, IL11, IL22RA1) was constructed using the TCGA dataset through univariate/multivariable Cox proportional hazards regression and least absolute shrinkage and selection operator (LASSO) Cox analysis. These cases with LUAD were stratified into high- and low-risk group according to the risk score. This signature showed a strong prognostic ability, which was verified by the five independent cohorts and clinical subtypes. The IL(R)-based models presented unique characteristics in terms of immune cell infiltration and immune inflammation profile in tumor microenvironment (TME). Biological pathway analysis confirmed that high-risk patients showed significant T- and B-cell immunosuppression and rapid tumor cell proliferation. More importantly, we researched the relationship between this IL(R)-based signature and immune checkpoints, tumor mutation burden (TMB), tumor purity and ploidy, and tumor immune dysfunction and exclusion (TIDE) score, which confirmed that this signature gave the best prognostic value. We first provided a robust prognostic IL(R)-based signature, which had the potential as a predictor for immunotherapy response to realize individualized treatment of LUAD.https://www.frontiersin.org/articles/10.3389/fimmu.2021.693062/fullinterleukinlung adenocarcinomabiomarkerimmunotherapyimmunologic landscape
collection DOAJ
language English
format Article
sources DOAJ
author Tao Fan
Shize Pan
Shuo Yang
Bo Hao
Lin Zhang
Donghang Li
Qing Geng
spellingShingle Tao Fan
Shize Pan
Shuo Yang
Bo Hao
Lin Zhang
Donghang Li
Qing Geng
Clinical Significance and Immunologic Landscape of a Five-IL(R)-Based Signature in Lung Adenocarcinoma
Frontiers in Immunology
interleukin
lung adenocarcinoma
biomarker
immunotherapy
immunologic landscape
author_facet Tao Fan
Shize Pan
Shuo Yang
Bo Hao
Lin Zhang
Donghang Li
Qing Geng
author_sort Tao Fan
title Clinical Significance and Immunologic Landscape of a Five-IL(R)-Based Signature in Lung Adenocarcinoma
title_short Clinical Significance and Immunologic Landscape of a Five-IL(R)-Based Signature in Lung Adenocarcinoma
title_full Clinical Significance and Immunologic Landscape of a Five-IL(R)-Based Signature in Lung Adenocarcinoma
title_fullStr Clinical Significance and Immunologic Landscape of a Five-IL(R)-Based Signature in Lung Adenocarcinoma
title_full_unstemmed Clinical Significance and Immunologic Landscape of a Five-IL(R)-Based Signature in Lung Adenocarcinoma
title_sort clinical significance and immunologic landscape of a five-il(r)-based signature in lung adenocarcinoma
publisher Frontiers Media S.A.
series Frontiers in Immunology
issn 1664-3224
publishDate 2021-08-01
description Interleukins (ILs) and interleukin receptors (ILRs) play important role in the antitumor immune response. However, the expression signature and clinical characteristics of the IL(R) family in lung adenocarcinoma (LUAD) remains unclear. The main purpose of this study was to explore the expression profile of IL(R) family genes and construct an IL(R)-based prognostic signature in LUAD. Five public datasets of 1,312 patients with LUAD were enrolled in this study. Samples from The Cancer Genome Atlas (TCGA) were used as the training set, and samples from the other four cohorts extracted from Gene Expression Omnibus (GEO) database were used as the validation set. Additionally, the profile of IL(R) family signature was explored, and the association between this signature and immunotherapy response was also analyzed. Meanwhile, the prognostic value was compared between this IL(R)-based signature and different immunotherapy markers. A signature based on five identified IL(R)s (IL7R, IL5RA, IL20RB, IL11, IL22RA1) was constructed using the TCGA dataset through univariate/multivariable Cox proportional hazards regression and least absolute shrinkage and selection operator (LASSO) Cox analysis. These cases with LUAD were stratified into high- and low-risk group according to the risk score. This signature showed a strong prognostic ability, which was verified by the five independent cohorts and clinical subtypes. The IL(R)-based models presented unique characteristics in terms of immune cell infiltration and immune inflammation profile in tumor microenvironment (TME). Biological pathway analysis confirmed that high-risk patients showed significant T- and B-cell immunosuppression and rapid tumor cell proliferation. More importantly, we researched the relationship between this IL(R)-based signature and immune checkpoints, tumor mutation burden (TMB), tumor purity and ploidy, and tumor immune dysfunction and exclusion (TIDE) score, which confirmed that this signature gave the best prognostic value. We first provided a robust prognostic IL(R)-based signature, which had the potential as a predictor for immunotherapy response to realize individualized treatment of LUAD.
topic interleukin
lung adenocarcinoma
biomarker
immunotherapy
immunologic landscape
url https://www.frontiersin.org/articles/10.3389/fimmu.2021.693062/full
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