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Updated: Apr 20, 2026

Genome-Wide CRISPR Screen for Unveiling Radiosensitive and Radioresistant Genes
Published on: May 23, 2025
Identification of common gene networks responsive to radiotherapy in human cancer cells
1Department of Radiation Oncology, Beijing Shijitan Hospital, Capital Medical University, Beijing, China.
Abstract:
Identification of the genes that are differentially expressed between radiosensitive and radioresistant cancers by global gene analysis may help to elucidate the mechanisms underlying tumor radioresistance and improve the efficacy of radiotherapy. An integrated analysis was conducted using publicly available GEO datasets to detect differentially expressed genes (DEGs) between cancer cells exhibiting radioresistance and cancer cells exhibiting radiosensitivity. Gene Ontology (GO) enrichment analyses, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis and protein-protein interaction (PPI) networks analysis were also performed. Five GEO datasets including 16 samples of radiosensitive cancers and radioresistant cancers were obtained. A total of 688 DEGs across these studies were identified, of which 374 were upregulated and 314 were downregulated in radioresistant cancer cell. The most significantly enriched GO terms were regulation of transcription, DNA-dependent (GO: 0006355, P=7.00E-09) for biological processes, while those for molecular functions was protein binding (GO: 0005515, P=1.01E-28), and those for cellular component was cytoplasm (GO: 0005737, P=2.81E-26). The most significantly enriched pathway in our KEGG analysis was Pathways in cancer (P=4.20E-07). PPI network analysis showed that IFIH1 (Degree=33) was selected as the most significant hub protein. This integrated analysis may help to predict responses to radiotherapy and may also provide insights into the development of individualized therapies and novel therapeutic targets.
Insights
Identifying genes that differ between radiosensitive and radioresistant cancers reveals mechanisms of tumor radioresistance. This analysis aids in predicting radiotherapy response and developing targeted therapies.
Area of Science:
- Genomics
- Oncology
- Bioinformatics
Background:
- Tumor radioresistance poses a significant challenge in radiotherapy.
- Understanding the molecular mechanisms of radioresistance is crucial for improving treatment efficacy.
Purpose of the Study:
- To identify differentially expressed genes (DEGs) between radiosensitive and radioresistant cancers.
- To elucidate the molecular mechanisms underlying tumor radioresistance.
- To explore potential therapeutic targets for overcoming radioresistance.
Main Methods:
- Integrated analysis of publicly available Gene Expression Omnibus (GEO) datasets.
- Detection of differentially expressed genes (DEGs) between radiosensitive and radioresistant cancer samples.
- Gene Ontology (GO) enrichment, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway, and protein-protein interaction (PPI) network analyses were performed.
Main Results:
- A total of 688 DEGs were identified, with 374 upregulated and 314 downregulated in radioresistant cancers.
- Key enriched Gene Ontology terms included regulation of transcription, DNA-dependent; protein binding; and cytoplasm.
- The most significant KEGG pathway was 'Pathways in cancer', and IFIH1 was identified as a key hub protein in the PPI network.
Conclusions:
- This integrated analysis provides insights into the genetic basis of cancer radioresistance.
- The identified DEGs and pathways may serve as biomarkers for predicting radiotherapy response.
- Findings suggest potential novel therapeutic targets for individualized cancer treatment strategies.
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