Yaman Metehan, Pirim Dilek
Institute of Natural and Applied Sciences, Department of Molecular Biology and Genetics, Bursa Uludag University, Bursa, Türkiye.
Institute of Health Sciences, Department of Translational Medicine, Bursa Uludag University, Bursa, Türkiye.
Iran J Biotechnol. 2024 Apr 1;22(2):e3827. doi: 10.30498/ijb.2024.422185.3827. eCollection 2024 Apr.
Colorectal cancer (CRC) is one of the leading causes of cancer-related mortalities across the globe. Accumulating evidence shows that individuals having sleep disorders such as insomnia are at high risk of developing CRC, yet the association of sleep disorders with CRC risk is still unclear. Here, we investigated the potential molecular connections between CRC and insomnia using integrative approaches.
This study aims to explore the potential molecular connections between CRC and insomnia utilizing integrative methodologies.
Gene expression microarray datasets for CRC and insomnia samples were retrieved from the NCBI-GEO database and analyzed using R. Functional enrichment analysis of common differentially expressed genes (DEGs) was performed by the g: Profiler tool. Cytoscape software was used to construct a protein-protein interaction network and hub gene identification. Expression profiles of hub genes in TCGA datasets were also determined, and predicted miRNAs targeting hub genes were analyzed by miRNA target prediction tools.
Our results revealed a total of 113 shared DEGs between the CRC and insomnia datasets. Six genes (, , , , , and ), which were also differently expressed in TCGA datasets, were prioritized as hub genes and were found to be enriched in pathways related to protein synthesis. hsa-miR-324-3p, hsa-miR-769-3p, and hsa-miR-16-5p were identified as promising miRNA biomarkers for two diseases.
Our analysis provides promising evidence of the molecular link between CRC and insomnia and highlights multiple potential molecular biomarkers and pathways. Validation of the results by wet lab work can be utilized for novel translational and precision medicine applications to alleviate the public health burden of CRC.
结直肠癌(CRC)是全球癌症相关死亡的主要原因之一。越来越多的证据表明,患有失眠等睡眠障碍的个体患CRC的风险很高,但睡眠障碍与CRC风险之间的关联仍不清楚。在此,我们使用综合方法研究了CRC与失眠之间潜在的分子联系。
本研究旨在利用综合方法探索CRC与失眠之间潜在的分子联系。
从NCBI-GEO数据库中检索CRC和失眠样本的基因表达微阵列数据集,并使用R进行分析。通过g:Profiler工具对常见差异表达基因(DEG)进行功能富集分析。使用Cytoscape软件构建蛋白质-蛋白质相互作用网络并鉴定枢纽基因。还确定了TCGA数据集中枢纽基因的表达谱,并通过miRNA靶标预测工具分析了靶向枢纽基因的预测miRNA。
我们的结果显示,CRC和失眠数据集之间共有113个共享的DEG。六个基因(、、、、和)在TCGA数据集中也有差异表达,被优先选为枢纽基因,并发现它们在与蛋白质合成相关的途径中富集。hsa-miR-324-3p、hsa-miR-769-3p和hsa-miR-16-5p被确定为这两种疾病有前景的miRNA生物标志物。
我们的分析为CRC与失眠之间的分子联系提供了有前景的证据,并突出了多种潜在的分子生物标志物和途径。通过湿实验室工作对结果进行验证可用于新型转化医学和精准医学应用,以减轻CRC的公共卫生负担。