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Updated: Aug 26, 2025

Simultaneous Imaging and Flow-Cytometry-based Detection of Multiple Fluorescent Senescence Markers in Therapy-Induced Senescent Cancer Cells
Published on: July 12, 2022
Comprehensive pan-cancer analysis identifies cellular senescence as a new therapeutic target for cancer: multi-omics
Qiuhuan Zhang1, Yi Tang2, Guimei Hu3
1Department of Colorectal and Anal Surgery, The People's Hospital of Guangxi Zhuang Autonomous Region & Guangxi Academy of Medical Sciences Guangxi, China.
Abstract:
Although cellular senescence has long been recognized as an anti-tumor mechanism, mounting evidence suggests that in some circumstances, senescent cells promote tumor growth and malignancy spread. Therefore, research into the exact relationship between cellular senescence and tumor immunity is ongoing. We analyzed changes in the expression, copy number variation, single-nucleotide variation, methylation, and drug sensitivity of cellular senescence-related genes in 33 tumor types. The cellular senescence score was calculated using the single-sample gene-set enrichment analysis. The correlations between cellular senescence score and prognosis, tumor immune microenvironment (TIME), and expression of tumor immune-related genes were comprehensively analyzed. Single-cell transcriptome sequencing data were used to assess the activation state of cellular senescence in the tumor microenvironment (TME). The expression of cellular senescence-associated hub genes varied significantly across cancer types. In these genes, missense mutation was the major type of single nucleotide polymorphism, and heterozygous deletion and heterozygous amplification were the major types of copy number variation. Moreover, the cellular senescence pathway in tumors was sensitive to drugs such as XMD13-2, TPCA-1, methotrexate, and KIN001-102. Furthermore, the cellular senescence score was significantly higher in most cancer types, related to poor prognosis. The expression of immune checkpoint molecules such as NRP1, CD276, and CD44 was significantly correlated with the cellular senescence score. Monocyte cellular senescence was significantly higher in the TME of kidney renal clear cell carcinoma cells than in normal tissues. The findings of this study provide insights into the important role of cellular senescence in the TIME of human cancers and the effect of immunotherapy.
Insights
Cellular senescence, once seen as anti-tumor, can promote cancer. This study reveals its complex role in tumor immunity, impacting prognosis and treatment across 33 cancer types.
Area of Science:
- Oncology
- Immunology
- Molecular Biology
Background:
- Cellular senescence is recognized as an anti-tumor mechanism.
- Emerging evidence indicates senescent cells can promote tumor growth and metastasis.
- The precise role of senescence in tumor immunity requires further investigation.
Purpose of the Study:
- To analyze genomic alterations and drug sensitivity of senescence-related genes in 33 tumor types.
- To investigate the correlation between cellular senescence score and tumor immune microenvironment (TIME), prognosis, and immune gene expression.
- To assess senescence activation in the tumor microenvironment (TME) using single-cell sequencing.
Main Methods:
- Analysis of gene expression, copy number variation, single-nucleotide variation, and methylation in senescence-related genes.
- Calculation of cellular senescence score via single-sample gene-set enrichment analysis.
- Comprehensive analysis of correlations with prognosis, TIME, and immune gene expression; single-cell RNA sequencing for TME assessment.
Main Results:
- Significant variation in senescence-associated hub gene expression across cancer types; missense mutations and copy number variations were common.
- Tumors with higher cellular senescence scores generally showed poorer prognosis and correlated with immune checkpoint molecules (NRP1, CD276, CD44).
- Senescence pathways showed sensitivity to drugs like methotrexate; elevated monocyte senescence was observed in kidney renal clear cell carcinoma TME.
Conclusions:
- Cellular senescence plays a significant, multifaceted role in the tumor immune microenvironment across various human cancers.
- Findings provide crucial insights into the impact of senescence on cancer progression and the efficacy of immunotherapy.
- Senescence modulation represents a potential therapeutic strategy in oncology.
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