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鉴定免疫亚型预测头颈部鳞状细胞癌患者预后。

Identification of Immune Subtypes for Predicting the Prognosis of Patients in Head and Neck Squamous Cell Carcinoma.

机构信息

Department of Periodontology, Jinan Stomatological Hospital, Jinan, China.

12589Shandong University & Shandong Key Laboratory of Oral Tissue Regeneration & Shandong Engineering Laboratory for Dental Materials and Oral Tissue Regeneration, Jinan, China.

出版信息

Technol Cancer Res Treat. 2021 Jan-Dec;20:15330338211045823. doi: 10.1177/15330338211045823.

Abstract

Head and neck squamous cell carcinoma (HNSCC) is a common malignancy with poor prognosis and immune response, which plays an important role in tumor progression. Recently, immunotherapies have revolutionized the therapeutic means of malignancies including HNSCC. However, the relationship between immunophenotypes of HNSCC and its clinical response to immune-checkpoint inhibitors remains unclear. We aim to identify molecular subtyping related to distinct immunophenotypes in HNSCC. Consensus clustering algorithm was conducted for subtyping. Immunophenotypes between subtypes were compared according to infiltrating immunocytes, immune reactions, major histocompatibility complex (MHC) family, immunoinhibitory, immunostimulatory and immune scores. The relationship between immunophenotype and genotype was investigated from gene mutation and tumor mutation burden. The potential response of Immune-checkpoint blockade (ICB) therapy was estimated with TIDE and ImmuCellAI algorithms, and immune-checkpoint genes. The immune characteristics were also investigated. Biological functions were annotated by the gene-set enrichment analysis (GSEA) algorithm. Two distinct immune subtypes of HNSCC with different survival outcomes, biological characteristics, immunophenotype, and ICB response were identified. The subtype-1 was featured with better prognosis, more infiltrated immunocytes, stronger immune reaction, higher immune-related gene expression, higher immune-checkpoint gene expression (PD-1, PD-L1, and CTLA-4), and better ICB response. A higher immune response in subtype-1 was also revealed by GSEA. Subtype-1 possessed a higher immune response and more sensitivity to ICB therapy leading to a better prognosis. These findings may shed promising light on the immunotherapy strategy in HNSCC.

摘要

头颈部鳞状细胞癌(HNSCC)是一种预后不良的常见恶性肿瘤,其免疫反应在肿瘤进展中起重要作用。最近,免疫疗法彻底改变了包括 HNSCC 在内的恶性肿瘤的治疗手段。然而,HNSCC 的免疫表型与其对免疫检查点抑制剂的临床反应之间的关系尚不清楚。我们旨在确定与 HNSCC 不同免疫表型相关的分子亚型。采用共识聚类算法进行亚型分类。根据浸润免疫细胞、免疫反应、主要组织相容性复合体(MHC)家族、免疫抑制、免疫刺激和免疫评分比较亚型间的免疫表型。从基因突变和肿瘤突变负荷探讨免疫表型与基因型的关系。利用 TIDE 和 ImmuCellAI 算法以及免疫检查点基因估计免疫检查点阻断(ICB)治疗的潜在反应。还研究了免疫特征。通过基因集富集分析(GSEA)算法注释生物学功能。鉴定出两种具有不同生存结局、生物学特征、免疫表型和 ICB 反应的 HNSCC 不同免疫亚型。亚型 1 具有更好的预后,更多浸润的免疫细胞,更强的免疫反应,更高的免疫相关基因表达,更高的免疫检查点基因表达(PD-1、PD-L1 和 CTLA-4),以及更好的 ICB 反应。GSEA 还揭示了亚型 1 中更高的免疫反应。亚型 1 具有更高的免疫反应和对 ICB 治疗的更高敏感性,从而导致更好的预后。这些发现可能为 HNSCC 的免疫治疗策略提供有希望的思路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2960/8521413/46dc703503c7/10.1177_15330338211045823-fig1.jpg

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