Screening of tumor antigens and immunogenic cell death landscapes of prostate adenocarcinoma for exploration of mRNA vaccine

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. TCGA and MSKCC databases were applied to acquire RNA-seq data and correspo...

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Veröffentlicht in:Expert review of vaccines 2024-12, Vol.23 (1), p.830-844
Hauptverfasser: Yu, Guopeng, Lin, Yuansheng, Wang, Jianqing, Zhou, Lin, Lu, Yingying, Fei, Xiang, Gu, Xin, Song, Shangqing, Wang, Jiangyi, Liu, Yushan, Yang, Qing, Zhan, Ming, Seo, Seung-Yong, Xu, Bin
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Sprache:eng
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Zusammenfassung: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. 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 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. 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, ICD landscape of PRAD showed substantial heterogeneity among individual patients. In summary, the research may provide a theoretical foundation for developing mRNA vaccine against PRAD as well as determining appropriate vaccine recipients.
ISSN:1476-0584
1744-8395
1744-8395
DOI:10.1080/14760584.2024.2396086