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Studying RNA Interactors of Protein Kinase RNA-Activated during the Mammalian Cell Cycle
Published on: March 5, 2019
LRP2 and DOCK8 Are Potential Antigens for mRNA Vaccine Development in Immunologically 'Cold' KIRC Tumours
Shichao Zhang1, Kaide Xia2,3, Yue Chang4
1Key Laboratory of Infectious Immune and Antibody Engineering of Guizhou Province, Engineering Research Center of Cellular Immunotherapy of Guizhou Province, School of Biology and Engineering/School of Basic Medical Sciences, Guizhou Medical University, Guiyang 550025, China.
Abstract:
The administration of mRNA-based tumour vaccines is considered a promising strategy in tumour immunotherapy, although its application against kidney renal clear cell carcinoma (KIRC) is still at its infancy stage. The purpose of this study was to identify potential antigens and to further select suitable patients for vaccination. Gene expression data and clinical information were retrieved from Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA) databases. GEPIA2 was used to evaluate the prognostic value of selected antigens. The relationship of antigens presenting cell infiltration with antigen expression was evaluated by TIMER, and immune subtypes were determined using unsupervised cluster analysis. Tumour antigens LRP2 and DOCK8, which are associated with prognosis and tumour-infiltrating antigen-presenting cells, were identified in KIRC. A total of six immune subtypes were identified, and patients with immune subtype 1-4 (IS1-4) tumours had an immune 'cold' phenotype, a higher tumour mutation burden, and poor survival. Moreover, these immune subtypes showed significant differences in the expression of immune checkpoint and immunogenic cell death modulators. Finally, the immune landscape of KIRC revealed the immune-related cell components in individual patients. This study suggests that LRP2 and DOCK8 are potential KIRC antigens in the development of mRNA vaccines, and patients with immune subtypes IS1-4 are suitable for vaccination.
Insights
Messenger RNA (mRNA) vaccines show promise for kidney renal clear cell carcinoma (KIRC) immunotherapy. This study identified LRP2 and DOCK8 as potential KIRC antigens, suggesting specific patient subtypes for effective vaccination.
Area of Science:
- Oncology
- Immunotherapy
- Genomics
Background:
- Messenger RNA (mRNA)-based tumor vaccines represent a novel frontier in cancer immunotherapy.
- The potential of mRNA vaccines in treating kidney renal clear cell carcinoma (KIRC) remains largely unexplored.
Purpose of the Study:
- To identify potential tumor antigens for mRNA vaccine development in KIRC.
- To define patient subgroups suitable for KIRC vaccination strategies.
Main Methods:
- Utilized Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA) for gene expression and clinical data.
- Employed GEPIA2 for prognostic value assessment and TIMER for immune cell infiltration analysis.
- Performed unsupervised clustering to determine immune subtypes within KIRC.
Main Results:
- Identified LRP2 and DOCK8 as key tumor antigens associated with prognosis and antigen-presenting cell infiltration in KIRC.
- Discovered six distinct immune subtypes, with subtypes IS1-4 exhibiting an 'immune-cold' phenotype, high tumor mutation burden, and poor survival.
- Observed significant variations in immune checkpoint and immunogenic cell death modulator expression across immune subtypes.
Conclusions:
- LRP2 and DOCK8 are promising candidates for KIRC mRNA vaccine development.
- Patients with KIRC immune subtypes IS1-4 are identified as potentially suitable candidates for mRNA vaccination therapy.

