筛选前列腺癌的肿瘤抗原和免疫原性细胞死亡景观,探索 mRNA 疫苗。

IF 5.5 3区 医学 Q1 IMMUNOLOGY Expert Review of Vaccines Pub Date : 2024-01-01 Epub Date: 2024-09-02 DOI:10.1080/14760584.2024.2396086
Guopeng Yu, Yuansheng Lin, Jianqing Wang, Lin Zhou, Yingying Lu, Xiang Fei, Xin Gu, Shangqing Song, Jiangyi Wang, Yushan Liu, Qing Yang, Ming Zhan, Seung-Yong Seo, Bin Xu
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引用次数: 0

摘要

背景:本研究从ICD的角度挖掘mRNA疫苗的有效抗原,并进一步区分PRAD的ICD亚型,建立ICD图谱,从而确定合适的疫苗接种对象:应用TCGA和MSKCC数据库分别获得554例和131例患者的RNA-seq数据和相应的临床数据。采用 GEPIA 测量预后指数。然后利用 cBioPortal 对基因改变进行比较,并利用 TIMER 分析已确定的 ICD 抗原与免疫浸润细胞的相关性。此外,还通过共识聚类确定了ICD亚型,并利用基于图学习的降维方法描绘了PRAD的ICD图谱:结果:在PRAD中总共发现了4种PRAD抗原,包括FUS、LMNB2、RNPC3和ZNF700,它们与不良预后和APCs浸润有关。根据分子、细胞和临床特征的差异,PRAD 患者被分为两种 ICD 亚型。此外,ICD调节因子和免疫检查点在两种ICD亚型肿瘤之间也有不同的表达。最后,PRAD的ICD图谱在患者个体间表现出很大的异质性:总之,该研究可为开发针对 PRAD 的 mRNA 疫苗以及确定合适的疫苗受体提供理论依据。
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Screening of tumor antigens and immunogenic cell death landscapes of prostate adenocarcinoma for exploration of mRNA vaccine.

Background: In this study, effective antigens of mRNA vaccine were excavated from the perspective of ICD, and ICD subtypes of PRAD were further distinguished to establish an ICD landscape, thereby determining suitable vaccine recipients.

Research design and methods: TCGA and MSKCC databases were applied to acquire RNA-seq data and corresponding clinical data of 554 and 131 patients, respectively. GEPIA was employed to measure prognostic indices. Then, a comparison of genetic alterations was performed utilizing cBioPortal, and correlation of identified ICD antigens with immune infiltrating cells was analyzed employing TIMER. Moreover, ICD subtypes were identified by means of consensus cluster, and ICD landscape of PRAD was depicted utilizing graph learning-based dimensional reduction.

Results: In total, 4 PRAD antigens were identified in PRAD, including FUS, LMNB2, RNPC3, and ZNF700, which had association with adverse prognosis and infiltration of APCs. PRAD patients were classified as two ICD subtypes based on their differences in molecular, cellular, and clinical features. Furthermore, ICD modulators and immune checkpoints were also differentially expressed between two ICD subtype tumors. Finally, the ICD landscape of PRAD showed substantial heterogeneity among individual patients.

Conclusions: In summary, the research may provide a theoretical foundation for developing mRNA vaccine against PRAD as well as determining appropriate vaccine recipients.

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来源期刊
Expert Review of Vaccines
Expert Review of Vaccines 医学-免疫学
CiteScore
9.10
自引率
3.20%
发文量
136
审稿时长
4-8 weeks
期刊介绍: Expert Review of Vaccines (ISSN 1476-0584) provides expert commentary on the development, application, and clinical effectiveness of new vaccines. Coverage includes vaccine technology, vaccine adjuvants, prophylactic vaccines, therapeutic vaccines, AIDS vaccines and vaccines for defence against bioterrorism. All articles are subject to rigorous peer-review. The vaccine field has been transformed by recent technological advances, but there remain many challenges in the delivery of cost-effective, safe vaccines. Expert Review of Vaccines facilitates decision making to drive forward this exciting field.
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