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Updated: Jan 27, 2026

Mapping the Structure-Function Relationships of Disordered Oncogenic Transcription Factors Using Transcriptomic Analysis
Published on: June 27, 2020
Analysis of functional hub genes identifies CDC45 as an oncogene in non-small cell lung cancer - a short report
Jianbing Huang1, Yuan Li1, Zhiliang Lu1
1Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Purpose:
Hub genes are good molecular candidates for targeted cancer therapy. As yet, however, there is little information on the clinical implications and functional characteristics of hub genes in the development of non-small cell lung cancer (NSCLC). In this study, we set out to analyze the role of hub genes in NSCLC.
Methods:
We performed weighted gene co-expression network analysis (WGCNA) to analyze gene networks during NSCLC development using transcriptomic data from normal, pre-cancer and cancer tissues. Both in vitro and in vivo expression knockdown assays were used to evaluate the biological function of candidate hub gene CDC45 (cell division cycle 45) in NSCLC.
Results:
We identified 14 gene networks associated with NSCLC development, in which two modules (turquoise and green) correlated with tumorigenesis most positively and negatively, respectively. Gene enrichment analysis showed that the turquoise module was associated with cell cycle/mitosis, and that the green module was associated with development/morphogenesis. We found that the expression levels of the hub genes CDC45, CDCA5, GINS2, RAD51 and TROAP in the turquoise module increased gradually during tumorigenesis, whereas those of MAGI2-AS3 and RBMS3 in the green module decreased during tumorigenesis. Functionally, we found that expression knockdown of CDC45 inhibited NSCLC cell proliferation both in vitro and in vivo, and arrested the cells in the G2/M phase of the cell cycle, supporting an oncogenic role of CDC45.
Conclusion:
Through gene co-expression network analysis and subsequent functional analyses we identified hub gene CDC45 as a putative novel therapeutic target in NSCLC.
Insights
Hub genes like CDC45 play a key role in non-small cell lung cancer (NSCLC) development. Targeting CDC45 shows promise for new NSCLC therapies by inhibiting tumor cell proliferation.
Area of Science:
- Oncology
- Molecular Biology
- Genomics
Background:
- Hub genes are crucial for targeted cancer therapy.
- Limited understanding of hub gene roles in non-small cell lung cancer (NSCLC) development exists.
- This study investigates the clinical and functional significance of hub genes in NSCLC.
Purpose of the Study:
- To identify and analyze hub genes involved in NSCLC pathogenesis.
- To evaluate the therapeutic potential of identified hub genes in NSCLC.
Main Methods:
- Weighted gene co-expression network analysis (WGCNA) of transcriptomic data from normal, pre-cancer, and cancer tissues.
- In vitro and in vivo knockdown assays for functional validation of candidate hub genes.
- Gene enrichment analysis to understand module functions.
Main Results:
- Identified 14 gene networks linked to NSCLC; turquoise and green modules showed significant positive and negative correlations with tumorigenesis, respectively.
- Turquoise module genes (e.g., CDC45, CDCA5, GINS2, RAD51, TROAP) showed increased expression during tumorigenesis.
- Green module genes (e.g., MAGI2-AS3, RBMS3) decreased during tumorigenesis.
- Knockdown of CDC45 inhibited NSCLC cell proliferation and induced G2/M cell cycle arrest, confirming its oncogenic role.
Conclusions:
- Hub gene CDC45 is identified as a potential therapeutic target for NSCLC.
- Gene co-expression network analysis combined with functional studies provides a robust approach to identify cancer targets.
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