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Identification of candidate biomarkers and pathways associated with SCLC by bioinformatics analysis
Pushuai Wen1, Tungamirai Chidanguro1, Zhuo Shi2
1Department of Pathophysiology, Jinzhou Medical University, Jinzhou, Liaoning 121001, P.R. China.
Abstract:
Small cell lung cancer (SCLC) is one of the highly malignant tumors and a serious threat to human health. The aim of the present study was to explore the underlying molecular mechanisms of SCLC. mRNA microarray datasets GSE6044 and GSE11969 were downloaded from Gene Expression Omnibus database, and the differentially expressed genes (DEGs) between normal lung and SCLC samples were screened using GEO2R tool. Functional and pathway enrichment analyses were performed for common DEGs using the DAVID database, and the protein‑protein interaction (PPI) network of common DEGs was constructed by the STRING database and visualized with Cytoscape software. In addition, the hub genes in the network and module analysis of the PPI network were performed using CentiScaPe and plugin Molecular Complex Detection. Finally, the mRNA expression levels of hub genes were validated in the Oncomine database. A total of 150 common DEGs with absolute fold‑change >0.5, including 66 significantly downregulated DEGs and 84 upregulated DEGs were obtained. The Gene Ontology term enrichment analysis suggested that common upregulated DEGs were primarily enriched in biological processes (BPs), including 'cell cycle', 'cell cycle phase', 'M phase', 'cell cycle process' and 'DNA metabolic process'. The common downregulated genes were significantly enriched in BPs, including 'response to wounding', 'positive regulation of immune system process', 'immune response', 'acute inflammatory response' and 'inflammatory response'. Kyoto Encyclopedia of Genes and Genomes pathway analysis identified that the common downregulated DEGs were primarily enriched in the 'complement and coagulation cascades' signaling pathway; the common upregulated DEGs were mainly enriched in 'cell cycle', 'DNA replication', 'oocyte meiosis' and the 'mismatch repair' signaling pathways. From the PPI network, the top 10 hub genes in SCLC were selected, including topoisomerase IIα, proliferating cell nuclear antigen, replication factor C subunit 4, checkpoint kinase 1, thymidylate synthase, minichromosome maintenance protein (MCM) 2, cell division cycle (CDC) 20, cyclin dependent kinase inhibitor 3, MCM3 and CDC6, the mRNA levels of which are upregulated in Oncomine SCLC datasets with the exception of MCM2. Furthermore, the genes in the significant module were enriched in 'cell cycle', 'DNA replication' and 'oocyte meiosis' signaling pathways. Therefore, the present study can shed new light on the understanding of molecular mechanisms of SCLC and may provide molecular targets and diagnostic biomarkers for the treatment and early diagnosis of SCLC.
Insights
This study identifies key molecular mechanisms in small cell lung cancer (SCLC) by analyzing gene expression. It highlights upregulated genes involved in cell cycle and DNA replication, and downregulated genes related to immune response, offering potential diagnostic biomarkers and therapeutic targets for SCLC.
Area of Science:
- Genomics and Molecular Biology
- Oncology
- Bioinformatics
Background:
- Small cell lung cancer (SCLC) is a highly aggressive malignancy with significant impact on human health.
- Understanding the intricate molecular mechanisms underlying SCLC is crucial for developing effective treatments and diagnostic strategies.
- Previous research has identified numerous genetic alterations, but a comprehensive molecular portrait remains to be fully elucidated.
Purpose of the Study:
- To explore the underlying molecular mechanisms of SCLC by identifying differentially expressed genes (DEGs).
- To construct and analyze the protein-protein interaction (PPI) network of common DEGs to identify key regulatory genes (hub genes).
- To provide potential molecular targets and diagnostic biomarkers for SCLC.
Main Methods:
- Downloaded and analyzed mRNA microarray datasets (GSE6044, GSE11969) from the Gene Expression Omnibus database.
- Screened differentially expressed genes (DEGs) between normal lung and SCLC samples using GEO2R.
- Performed functional and pathway enrichment analyses (Gene Ontology, KEGG) and constructed a PPI network (STRING, Cytoscape) to identify hub genes, followed by validation in the Oncomine database.
Main Results:
- Identified 150 common DEGs (66 downregulated, 84 upregulated) between normal lung and SCLC tissues.
- Upregulated DEGs were enriched in cell cycle and DNA metabolic processes, while downregulated DEGs were associated with immune and inflammatory responses.
- Key upregulated hub genes including topoisomerase IIα, proliferating cell nuclear antigen, and CDC20 were identified, enriched in cell cycle and DNA replication pathways.
Conclusions:
- The study elucidates critical molecular mechanisms in SCLC, emphasizing the roles of cell cycle progression and immune evasion.
- Identified hub genes associated with cell cycle and DNA replication pathways represent potential therapeutic targets for SCLC.
- The findings offer valuable insights for the early diagnosis and targeted treatment of SCLC.
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