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甲状腺癌中mRNA疫苗的潜在肿瘤特异性抗原及免疫图谱鉴定

Potential tumor-specific antigens and immune landscapes identification for mRNA vaccine in thyroid cancer.

作者信息

Wang Xiaoning, Wang Guixin, Xu Qiaoqiao, Li Yingxi, Song Wenbin, Liu Zhaoyi, Tian Yao, Wang Li, Zhao Ke, Wang Yizeng

机构信息

Department of General Surgery, Tianjin Medical University General Hospital, Tianjin Key Laboratory of Precise Vascular Reconstruction and Organ Function Repair, Tianjin General Surgery Institute, Tianjin, China.

The First Department of Breast Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin, China.

出版信息

Front Oncol. 2024 Sep 30;14:1480028. doi: 10.3389/fonc.2024.1480028. eCollection 2024.

Abstract

BACKGROUND

Tumor mRNA vaccines have been identified as a promising technology for cancer therapy in multiple cancer types, while their efficacy in thyroid cancer (THCA) is unclear. Immunotyping is strongly associated with the immune microenvironment and immune status in cancer, thus it is important in vaccination and therapeutic response. This study is to identify potential valuable antigens and novel immune subtypes of THCA for immune landscape construction, thus screening patients suitable for mRNA vaccination.

METHODS

The clinical information and gene expression files of 568 THCA cases were obtained from the TCGA dataset. The DNA copy number variation and the somatic mutation of THCA were visualized by the cBioPortal database. TIMER was used to investigate the immune infiltrating correlation with candidate antigens. Consensus clustering analysis was conducted to cluster data using the ConsensusClusterPlus package. The immune landscapes of THCA patients were visualized using the Monocle package. The critical hub genes for THCA mRNA vaccines were identified by WGCNA package. To validate, the immunohistochemistry and real-time quantitative PCR (RT-qPCR) were performed to detect the expression level of potential antigen for mRNA vaccine in tissue and cell lines in THCA.

RESULTS

Thymidine kinase 1 () was identified as a potential biomarker of mRNA vaccine against THCA. It was confirmed to be significantly upregulated in THCA tissues and cells lines. Moreover, three novel immune subtypes of THCA were obtained based on the expression consistency of immune-associated genes. The S2 subtype was characterized as an immunological "cold" phenotype with a high expression of immunogenic cell death modulators. S1 and S3 subtypes were immunological "hot" phenotypes with immune checkpoints upregulation. Further, the immune landscape of THCA patients was visualized and ten hub genes for mRNA vaccines were identified.

CONCLUSION

was a tumor-specific antigen of mRNA vaccines. The patients belonging to the S2 subtype ("cold" tumor) were suitable for mRNA vaccine therapy in THCA. Notably, ten hub genes were conducted as potential biomarkers for identifying suitable patients for mRNA vaccination. These findings provided novel insights into mRNA vaccine development against THCA.

摘要

背景

肿瘤mRNA疫苗已被确定为一种在多种癌症类型的癌症治疗中很有前景的技术,但其在甲状腺癌(THCA)中的疗效尚不清楚。免疫分型与癌症中的免疫微环境和免疫状态密切相关,因此在疫苗接种和治疗反应中很重要。本研究旨在确定THCA潜在的有价值抗原和新的免疫亚型以构建免疫图谱,从而筛选出适合mRNA疫苗接种的患者。

方法

从TCGA数据集中获取568例THCA病例的临床信息和基因表达文件。通过cBioPortal数据库可视化THCA的DNA拷贝数变异和体细胞突变。使用TIMER研究免疫浸润与候选抗原的相关性。使用ConsensusClusterPlus软件包进行共识聚类分析以对数据进行聚类。使用Monocle软件包可视化THCA患者的免疫图谱。通过WGCNA软件包确定THCA mRNA疫苗的关键枢纽基因。为了进行验证,进行免疫组织化学和实时定量PCR(RT-qPCR)以检测THCA组织和细胞系中mRNA疫苗潜在抗原的表达水平。

结果

胸苷激酶1()被确定为抗THCA的mRNA疫苗的潜在生物标志物。它在THCA组织和细胞系中被证实显著上调。此外,基于免疫相关基因的表达一致性获得了三种新的THCA免疫亚型。S2亚型的特征是具有免疫原性细胞死亡调节剂高表达的免疫“冷”表型。S1和S3亚型是免疫检查点上调的免疫“热”表型。此外,可视化了THCA患者的免疫图谱并确定了mRNA疫苗的十个枢纽基因。

结论

是mRNA疫苗的肿瘤特异性抗原。属于S2亚型(“冷”肿瘤)的患者适合THCA的mRNA疫苗治疗。值得注意的是,十个枢纽基因作为识别适合mRNA疫苗接种患者的潜在生物标志物。这些发现为抗THCA的mRNA疫苗开发提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2480/11471445/852bf84746af/fonc-14-1480028-g001.jpg

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