肺腺癌中的IL-1受体相关激酶3(IRAK3)可预测预后和免疫疗法的耐药性:多种炎症相关途径参与其中

IF 4 2区 医学 Q2 ONCOLOGY Translational lung cancer research Pub Date : 2024-09-30 Epub Date: 2024-09-12 DOI:10.21037/tlcr-24-391
Yang Zhou, Wei Rao, Zhao Li, Wei Guo, Fei Shao, Zhen Zhang, Hao Zhang, Tiejun Liu, Zitong Li, Fengwei Tan, Qi Xue, Shugeng Gao, Jie He
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引用次数: 0

摘要

背景:肺癌是一种全球流行的恶性肿瘤,主要的组织学亚型是肺腺癌(LUAD)。已发现 IL-1 受体相关激酶 3(IRAK3)与先天性免疫和炎症反应有关。本研究旨在探讨IRAK3对LUAD预后和免疫疗法疗效的影响:我们的研究深入多个在线数据库,以了解IRAK3在LUAD和其他恶性肿瘤中的表达、甲基化和预后潜力。我们采用组织芯片评估了中国国家癌症中心(NCC)LUAD队列中的IRAK3蛋白水平,并探讨了其预后价值。基于癌症基因组图谱(The Cancer Genome Atlas,TCGA)数据,我们采用相应的算法分析了IRAK3与免疫浸润之间的相关性。通过肿瘤免疫功能障碍和排除(TIDE)算法,探讨了IRAK3对免疫治疗反应的贡献。我们应用LinkedOmics数据库和基因组富集分析(GSEA)来研究IRAK3如何影响肿瘤免疫微环境并调控免疫治疗反应。我们应用单细胞RNA测序数据集研究了IRAK3在不同免疫细胞中的表达。此外,我们还利用癌症药物敏感性基因组学(GDSC)数据库研究了IRKA3的表达与不同药物反应的相关性:结果:与正常组织相比,各种肿瘤组织的IRAK3表达较低,这可能是受其高甲基化水平的调控。在LUAD患者中,尤其是淋巴结转移患者,IRAK3蛋白水平的降低与肿瘤晚期和预后不良相关。基因组富集分析(GSEA)和肿瘤浸润分析证明,IRAK3可诱发免疫浸润。巨噬细胞/单核细胞、CD4+ T细胞、CD8+ T细胞和中性粒细胞与IRAK3的表达显著相关。通过 TIDE 算法,IRAK3 被证实与免疫检查点阻断(ICB)反应不良有关。IRAK3与T细胞功能障碍评分和免疫检查点标记物呈正相关。相反,它与微卫星不稳定性(MSI)和肿瘤突变负荷(TMB)呈负相关。IRAK3的高表达加剧了细胞毒性T淋巴细胞(CTL)功能障碍,并通过参与多种炎症相关通路(包括IL-6/JAK/STAT3信号传导、炎症反应和γ干扰素(IFN-γ)反应通路)来预测免疫疗法的耐药性。此外,IRAK3表达的升高预计与化疗药物和分子靶向药物的更好反应有关:我们的研究结果表明,IRAK3通过参与多种炎症相关通路,可作为LUAD的独立预后预测指标和免疫治疗指标。
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IL-1 receptor-associated kinase 3 (IRAK3) in lung adenocarcinoma predicts prognosis and immunotherapy resistance: involvement of multiple inflammation-related pathways.

Background: Lung cancer is a globally prevailing malignancy, and the predominant histological subtype is lung adenocarcinoma (LUAD). IL-1 receptor-associated kinase 3 (IRAK3) has been identified in connection with innate immune and inflammatory response. The aim of this study is to investigate the impact of IRAK3 on prognosis and immunotherapy efficacy in LUAD, which remains incompletely elucidated.

Methods: Our study delved into multiple online databases to find out expression, methylation and prognostic potentials of IRAK3 in LUAD and other malignancies. We employed tissue microarrays to assess IRAK3 protein levels in our LUAD cohort [National Cancer Center (NCC), China] and explore prognostic values. The correlations between IRAK3 and immune infiltration based on The Cancer Genome Atlas (TCGA) data were analyzed by corresponding algorithms. The contribution of IRAK3 to immunotherapy response was explored through the Tumor Immune Dysfunction and Exclusion (TIDE) algorithm. Both LinkedOmics database and gene set enrichment analysis (GSEA) were applied to investigate how IRAK3 influences the tumor immune microenvironment and regulates immunotherapy response. We applied single-cell RNA sequencing datasets for the investigation of IRAK3 expression across diverse immune cells. Moreover, we employed genomics of drug sensitivity in cancer (GDSC) databases to examine how IRKA3 expression correlates with different drug responses.

Results: Compared with normal tissues, various tumor tissues had lower IRAK3 expression which could be regulated by its high methylation level. Reduced IRAK3 protein level was observed to correlate with advanced tumor stages and unfavorable prognosis among patients with LUAD, especially individuals with lymph node metastasis. Gene set enrichment analysis (GSEA) and tumor infiltration analysis proved that IRAK3 provoked immune infiltration. Macrophages/monocytes, CD4+ T cells, CD8+ T cells and neutrophils correlated significantly with IRAK3 expression. With TIDE algorithm, IRAK3 was verified to be related to poor immune checkpoint blockade (ICB) response. IRAK3 demonstrated positive associations with T-cell dysfunction score and immune checkpoint markers. Conversely, it exhibited negative correlations with microsatellite instability (MSI) and tumor mutation burden (TMB). High IRAK3 expression exacerbated cytotoxic T lymphocyte (CTL) dysfunction and predicted immunotherapy resistance by involvement of multiple inflammation-related pathways including IL-6/JAK/STAT3 signaling, inflammatory response and interferon-gamma (IFN-γ) response pathways. Additionally, elevated IRAK3 expression was predicted to be related with better responses to chemotherapeutic and molecular targeted drugs.

Conclusions: Our findings indicated that IRAK3 could function as an independent prognostic predictor and an immunotherapeutic indicator in LUAD through involvement of multiple inflammation-related pathways.

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来源期刊
CiteScore
7.20
自引率
2.50%
发文量
137
期刊介绍: Translational Lung Cancer Research(TLCR, Transl Lung Cancer Res, Print ISSN 2218-6751; Online ISSN 2226-4477) is an international, peer-reviewed, open-access journal, which was founded in March 2012. TLCR is indexed by PubMed/PubMed Central and the Chemical Abstracts Service (CAS) Databases. It is published quarterly the first year, and published bimonthly since February 2013. It provides practical up-to-date information on prevention, early detection, diagnosis, and treatment of lung cancer. Specific areas of its interest include, but not limited to, multimodality therapy, markers, imaging, tumor biology, pathology, chemoprevention, and technical advances related to lung cancer.
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