Otálora-Otálora Beatriz Andrea, González Prieto Cristian, Guerrero Lucia, Bernal-Forigua Camila, Montecino Martin, Cañas Alejandra, López-Kleine Liliana, Rojas Adriana
Grupo de Investigación INPAC, Unidad de Investigación, Fundación Universitaria Sanitas, Bogotá 110131, Colombia.
Facultad de Medicina, Universidad Nacional de Colombia, Bogotá 11001, Colombia.
Biomedicines. 2022 Dec 3;10(12):3122. doi: 10.3390/biomedicines10123122.
The use of a new bioinformatics pipeline allowed the identification of deregulated transcription factors (TFs) coexpressed in lung cancer that could become biomarkers of tumor establishment and progression. A gene regulatory network (GRN) of lung cancer was created with the normalized gene expression levels of differentially expressed genes (DEGs) from the microarray dataset GSE19804. Moreover, coregulatory and transcriptional regulatory network (TRN) analyses were performed for the main regulators identified in the GRN analysis. The gene targets and binding motifs of all potentially implicated regulators were identified in the TRN and with multiple alignments of the TFs' target gene sequences. Six transcription factors (E2F3, FHL2, ETS1, KAT6B, TWIST1, and RUNX2) were identified in the GRN as essential regulators of gene expression in non-small-cell lung cancer (NSCLC) and related to the lung tumoral process. Our findings indicate that RUNX2 could be an important regulator of the lung cancer GRN through the formation of coregulatory complexes with other TFs related to the establishment and progression of lung cancer. Therefore, RUNX2 could become an essential biomarker for developing diagnostic tools and specific treatments against tumoral diseases in the lung after the experimental validation of its regulatory function.
使用一种新的生物信息学流程能够鉴定出在肺癌中共表达的失调转录因子(TFs),这些转录因子可能成为肿瘤发生和进展的生物标志物。利用来自微阵列数据集GSE19804的差异表达基因(DEGs)的标准化基因表达水平创建了肺癌的基因调控网络(GRN)。此外,对GRN分析中确定的主要调节因子进行了共调节和转录调控网络(TRN)分析。在TRN中并通过对TFs靶基因序列的多重比对,鉴定了所有潜在相关调节因子的基因靶点和结合基序。在GRN中鉴定出六个转录因子(E2F3、FHL2、ETS1、KAT6B、TWIST1和RUNX2)是非小细胞肺癌(NSCLC)中基因表达的关键调节因子,且与肺肿瘤进程相关。我们的研究结果表明,RUNX2可能通过与其他与肺癌发生和进展相关的TFs形成共调节复合物,成为肺癌GRN的重要调节因子。因此,在对其调节功能进行实验验证后,RUNX2可能成为开发针对肺部肿瘤疾病的诊断工具和特异性治疗方法的重要生物标志物。