基于 MHC-II 基因表达谱和免疫学分析的肺腺癌亚型鉴定

Yongcai Gao, Lingli Zhou, Qiong Su, Qiang Li
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摘要

导言主要组织相容性复合体II类分子(MHC-II)在抗肿瘤免疫中起着关键作用,靶向肿瘤中的MHC-II有助于提高患者的生存率。但MHC-II在肺腺癌(LUAD)患者免疫治疗和预后中的功能尚未得到深入研究和报道。根据这些基因在不同 LUAD 样本中的表达差异,我们通过聚类分析确定了不同的亚型。我们使用 R 软件包对不同亚型进行了一系列分析,探讨了它们的生存差异、基因表达差异、通路富集差异以及免疫特征和免疫疗法的差异。最后,我们从 cMAP 数据库中筛选出了潜在的药物。我们的分析表明,簇2亚型患者的预后较好,免疫评分较高,免疫细胞浸润和免疫功能激活水平较高。此外,该亚型患者的免疫评分更高,TIDE评分和DEPTH评分更低。我们还发现了10种小分子药物,如来那度胺、VX-745和tyrphostin-AG-1295。结论总的来说,MHC-II不仅是准确区分LUAD亚型的潜在生物标志物,还是其生存的预测因素。我们的研究为了解 MHC-II 在 LUAD 中的影响提供了新的见解,并为提高 LUAD 患者的准确分类和加强药物治疗提供了新的视角。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identification of Lung Adenocarcinoma Subtypes Based on MHC-II Gene Expression Profile and Immunological Analysis.
INTRODUCTION Major histocompatibility complex class II molecule (MHC-II) is pivotal in anti-tumor immunity, and targeting MHC-II in tumors may help improve patient survival. But function of MHC-II in the immunotherapy and prognosis of lung adenocarcinoma (LUAD) patients has not been thoroughly studied and reported. METHODS We selected LUAD-related MHC-II genes from public databases based on previous literature reports. We identified different subtypes according to expression differences of these genes in different LUAD samples through cluster analysis. We used R package to conduct a series of analyses on different subtypes, exploring their survival differences, gene expression differences, pathway enrichment differences, and differences in immune characteristics and immune therapy. Finally, we screened potential drugs from the cMAP database. RESULTS We identified two MHC-II-related LUAD subtypes. Our analyses presented that patients with cluster2 subtype showed better prognosis, higher immune scores, higher levels of immune cell infiltration and immune function activation. In addition, patients with this subtype had higher immunophenoscore, lower TIDE scores, and DEPTH scores. We also identified 10 small molecule drugs, such as lenalidomide, VX-745, and tyrphostin-AG-1295. CONCLUSION Overall, MHC-II is not only a potential biomarker for accurately distinguishing LUAD subtypes but also a predictive factor for their survival. Our study offers novel insights into understanding of impact of MHC-II in LUAD and offers a new perspective for improving the accurate classification of LUAD patients and enhancing drug treatment.
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