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Updated: Jun 1, 2025

Analyzing the Functions of Mast Cells In Vivo Using 'Mast Cell Knock-in' Mice
Published on: May 27, 2015
Single-cell transcriptomics reveals the heterogeneity and function of mast cells in human ccRCC
Xiyu Song1,2,3, Jianhua Jiao1,3, Jiayang Qin4
1Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China.
Introduction:
The role of mast cells (MCs) in clear cell renal carcinoma (ccRCC) is unclear, and comprehensive single-cell studies of ccRCC MCs have not yet been performed.
Methods:
To investigate the heterogeneity and effects of MCs in ccRCC, we studied single-cell transcriptomes from four ccRCC patients, integrating both single-cell sequencing and bulk tissue sequencing data from online sequencing databases, followed by validation via spatial transcriptomics and multiplex immunohistochemistry (mIHC).
Results:
We identified four MC signature genes (TPSB2, TPSAB1, CPA3, and HPGDS). MC density was significantly greater in ccRCC tissues than in normal tissues, but MC activation characteristics were not significantly different between ccRCC and normal tissues. Activated and resting MCs were defined as having high and low expression of MC receptors and mediators, respectively, whereas proliferating MCs had high expression of proliferation-related genes. The overall percentage of activated MCs in ccRCC tissues did not change significantly but shifted toward a more activated subpopulation (VEGFA+ MCs), with a concomitant decrease in proliferative MCs (TNF+ MCs) and resting MCs. An analysis of the ratio of TNF+/VEGFA+ MCs in tumors revealed that MCs exerted antitumor effects on ccRCC. However, VEGFA+MC was produced in large quantities in ccRCC tissues and promoted tumor angiogenesis compared with adjacent normal tissues, which aroused our concern. In addition, MC signature genes were associated with a better prognosis in the KIRC patient cohort in the TCGA database, which is consistent with our findings. Furthermore, the highest level of IL1B expression was observed in macrophages in ccRCC samples, and spatial transcriptome analysis revealed the colocalization of VEGFA+ MCs with IL1B+ macrophages at the tumor-normal interface.
Discussion:
In conclusion, this study revealed increased MC density in ccRCC. Although the proportion of activated MCs was not significantly altered in ccRCC tissues compared with normal tissues, this finding highlights a shift in the MC phenotype from CTSGhighMCs to more activated VEGFA+MCs, providing a potential therapeutic target for inhibiting ccRCC progression.
Insights
Mast cells (MCs) are more numerous in clear cell renal carcinoma (ccRCC), with a shift towards VEGFA+ MCs that promote angiogenesis. This suggests MCs may offer a therapeutic target for ccRCC progression.
Area of Science:
- Oncology
- Immunology
- Genomics
Background:
- The role of mast cells (MCs) in clear cell renal carcinoma (ccRCC) remains poorly understood.
- Comprehensive single-cell studies of MCs in ccRCC are lacking.
Purpose of the Study:
- To investigate the heterogeneity and functional effects of MCs in ccRCC using single-cell transcriptomics.
- To analyze MC density, activation states, and their correlation with tumor progression and prognosis.
Main Methods:
- Single-cell and bulk tissue sequencing from ccRCC patients.
- Integration of online sequencing data, spatial transcriptomics, and multiplex immunohistochemistry (mIHC).
- Identification of MC signature genes and analysis of MC subpopulations (activated, resting, proliferating).
Main Results:
- Increased MC density in ccRCC tissues compared to normal tissues.
- A shift in MC phenotype towards VEGFA+ MCs, associated with tumor angiogenesis.
- Antitumor effects observed via the TNF+/VEGFA+ MC ratio, contrasting with pro-angiogenic VEGFA+ MCs.
- MC signature genes correlated with better prognosis in the KIRC cohort.
- Colocalization of VEGFA+ MCs and IL1B+ macrophages at the tumor-normal interface.
Conclusions:
- ccRCC exhibits increased MC density with a phenotypic shift towards pro-angiogenic VEGFA+ MCs.
- While MCs may exert antitumor effects, their role in promoting angiogenesis is a concern.
- The shift towards VEGFA+ MCs presents a potential therapeutic target for ccRCC treatment.
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