A pan-cancer analysis of RNASEH1, a potential regulator of the tumor microenvironment
Chen Yi1,2, Jun Yang1,2, Ting Zhang2
1Key Laboratory of Nondestructive Testing, Ministry of Education, Nanchang Hangkong University, Jiangxi, 330063, China.
Background:
RNASEH1 (Ribonuclease H1) encodes an endonuclease that specifically degrades the RNA of RNA-DNA hybrids and acts in DNA replication and repair. Although there are many studies on RNASEH1, the research of RNASEH1 in cancers is still insufficient. Therefore, in order to clarify the physiological mechanism of RNASEH1 in tumor cells, we evaluated the role of RNASEH1 by combining The Cancer Genome Atlas (TCGA) pan-cancer data and Genotype-Tissue Expression (GTEx) normal tissue data.
Methods:
RNASEH1 expression was analyzed by using RNAseq data from TCGA and the GTEx database. The Human Protein Atlas (HPA), GeneCards and STRING database were used to explore the protein information of RNASEH1. The prognostic value of RNASEH1 was analyzed by using the clinical survival data from TCGA. Differential analysis of RNASEH1 in different cancers was performed by using R package "DESeq2", and enrichment analysis of RNASEH1 was conducted by using R package "clusterProfiler". We downloaded the immune cell infiltration score of TCGA samples from published articles and online databases, and the correlation analysis between immune cell infiltration levels and RNASEH1 expression was performed. Not only that, we further evaluated the association of RNASEH1 with immune activating genes, immunosuppressive genes, chemokines and chemokine receptors. At the end of the article, the differential expression of RNASEH1 in pan-cancer was validated by using GSE54129, GSE40595, GSE90627, GSE106937, GSE145976 and GSE18672, and qRT-PCR was also performed for verification.
Findings:
RNASEH1 was significantly overexpressed in 19 cancers and the overexpression was closely correlated with poor prognosis. Moreover, the expression of RNASEH1 was significantly correlated with the regulation of the tumor microenvironment. In addition, RNASEH1 expression was closely associated with immune cell infiltration, immune checkpoints, immune activators, immunosuppressive factors, chemokines and chemokine receptors. Finally, RNASEH1 also was closely associated with DNA-related physiological activities and mitochondrial-related physiological activities.
Interpretation:
Our studying suggests that RNASEH1 is a potential cancer biomarker. And RNASEH1 may be able to regulate the tumor microenvironment by regulating the relevant physiological activities of mitochondrial and thereby regulating the occurrence and development of tumors. Thus, it could be used to develop new-targeted drugs of tumor therapy.
Insights
Ribonuclease H1 (RNASEH1) is overexpressed in 19 cancers and linked to poor prognosis, suggesting it's a potential cancer biomarker. RNASEH1 may regulate the tumor microenvironment and mitochondrial activity, offering new therapeutic targets.
Area of Science:
- Oncology
- Molecular Biology
- Genomics
Background:
- Ribonuclease H1 (RNASEH1) is crucial for DNA replication and repair.
- Its role in cancer development remains underexplored.
- This study investigates RNASEH1's mechanism in tumor cells.
Purpose of the Study:
- To evaluate the role of RNASEH1 in various cancers.
- To analyze RNASEH1 expression and its correlation with prognosis.
- To explore RNASEH1's association with the tumor microenvironment and immune infiltration.
Main Methods:
- Utilized TCGA and GTEx databases for RNAseq data analysis.
- Integrated HPA, GeneCards, and STRING for protein information.
- Performed survival analysis, differential expression analysis (DESeq2), and enrichment analysis (clusterProfiler).
- Assessed immune cell infiltration, immune-related genes, chemokines, and receptors.
- Validated findings using multiple datasets (GSE series) and qRT-PCR.
Main Results:
- RNASEH1 was significantly overexpressed in 19 cancer types, correlating with poor prognosis.
- RNASEH1 expression is linked to tumor microenvironment regulation, including immune cell infiltration and immune-related factors.
- Associated RNASEH1 with DNA replication and mitochondrial activities.
Conclusions:
- RNASEH1 is a potential biomarker for cancer diagnosis and prognosis.
- RNASEH1 may influence tumor development by modulating mitochondrial activity and the tumor microenvironment.
- RNASEH1 represents a potential target for novel cancer therapies.
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