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Identify the immune characteristics and immunotherapy value of CD93 in the pan-cancer based on the public data sets
Aiyuan Guo1, Jingwei Zhang2,3, Yuqiu Tian4
1Department of Dermatology, The Third Xiangya Hospital, Central South University, Changsha, China.
Abstract:
CD93 is a transmembrane receptor that is mainly expressed on endothelial cells. A recent study found that upregulated CD93 in tumor vessels is essential for tumor angiogenesis in several cancers. However, the underlying mechanisms are largely unexplored. Our present research systematically analyzed the characteristics of CD93 in tumor immunotherapy among 33 cancers. CD93 levels and co-expression of CD93 on cancer and stromal cells were detected using public databases and multiple immunofluorescence staining. The Kaplan-Meier (KM) analysis identified the predictive role of CD93 in these cancer types. The survival differences between CD93 mutants and WT, CNV groups, and methylation were also investigated. The immune landscape of CD93 in the tumor microenvironment was analyzed using the SangerBox, TIMER 2.0, and single-cell sequencing. The immunotherapy value of CD93 was predicted through public databases. CD93 mRNA and protein levels differed significantly between cancer samples and adjacent control tissues in multiply cancer types. CD93 mRNA expression associated with patient prognosis in many cancers. The correlation of CD93 levels with mutational status of other gene in these cancers was also analyzed. CD93 levels significantly positively related to three scores (immune, stromal, and extimate), immune infiltrates, immune checkpoints, and neoantigen expression.. Additionally, single-cell sequencing revealed that CD93 is predominantly co-expressed on tumor and stromal cells, such as endothelial cells, cancer-associated fibroblasts (CAFs), neutrophils, T cells, macrophages, M1 and M2 macrophages. Several immune-related signaling pathways were enriched based on CD93 expression, including immune cells activation and migration, focal adhesion, leukocyte transendothelial migration, oxidative phosphorylation, and complement. Multiple immunofluorescence staining displayed the relationship between CD93 expression and CD8, CD68, and CD163 in these cancers. Finally, the treatment response of CD93 in many immunotherapy cohorts and sensitive small molecules was predicted from the public datasets. CD93 expression is closely associated with clinical prognosis and immune infiltrates in a variety of tumors. Targeting CD93-related signaling pathways in the tumor microenvironment may be a novel therapeutic strategy for tumor immunotherapy.
Insights
CD93, a receptor on endothelial cells, is upregulated in tumor vessels and impacts cancer growth. This study reveals CD93
Area of Science:
- Immunology
- Oncology
- Molecular Biology
Background:
- CD93 is a transmembrane receptor primarily on endothelial cells, with upregulated expression in tumor vessels crucial for angiogenesis.
- The precise mechanisms of CD93's role in tumor immunotherapy remain largely unexplored.
Purpose of the Study:
- To systematically analyze CD93 characteristics in tumor immunotherapy across 33 cancer types.
- To investigate the correlation of CD93 expression with prognosis, immune landscape, and therapeutic response.
Main Methods:
- Analysis of CD93 levels and co-expression using public databases and immunofluorescence staining.
- Kaplan-Meier analysis for prognostic value, and investigation of survival differences related to genetic variations.
- Immune landscape analysis via SangerBox, TIMER 2.0, single-cell sequencing, and prediction of immunotherapy value.
Main Results:
- Significant differences in CD93 mRNA and protein levels between cancer and adjacent tissues were observed.
- CD93 expression correlated positively with immune and stromal scores, immune infiltrates, checkpoints, and neoantigen levels.
- Single-cell sequencing identified CD93 co-expression on tumor and stromal cells, with pathway enrichment in immune activation and migration.
Conclusions:
- CD93 expression is closely associated with clinical prognosis and immune infiltrates in various tumors.
- Targeting CD93-related signaling pathways in the tumor microenvironment presents a potential novel therapeutic strategy for cancer immunotherapy.
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