Department of Biology, Faculty of Basic Sciences, Shahrekord Branch, Islamic Azad University, Shahrekord, Iran.
Mol Biol Rep. 2024 Jul 22;51(1):831. doi: 10.1007/s11033-024-09697-x.
While many genes linked to colorectal cancer (CRC) contribute to cancer development, a thorough investigation is needed to explore crucial hub genes yet to be fully studied. A pivotal pathway in CRC is transforming growth factor-beta (TGF-β). This study aimed to assess SMAD2 and SMAD4 gene expression from this pathway.
Counted data from the Cancer Genome Atlas (TCGA) were examined, comparing 483 tumor and 41 normal samples. Using clinical data, genes impacting overall survival (OS) were evaluated. GSE39582 was employed to confirmed the levels of genes in CRC compared to the normal samples. Additionally, employing unhealthy samples and the RT-qPCR means our outcomes was validated. Finally, PharmacoGx information were utilized to connect the levels of potential genes to drug tolerance and susceptibility. Our findings showed SMAD2 and SMAD4 levels in TGF-β signaling were more significant than other pathway genes. Our findings indicated that the protein levels of these genes were lower in malignant tissues than in healthy tissues. Results revealed a significant correlation between low levels of SMAD2 and unfavorable OS in CRC individuals. RT-qPCR results demonstrated decreased expressions of both SMAD2 and SMAD4 in cancer tissues compared to elevated levels in adjacent normal samples. Our results showed significant association between selected genes and immune cell infiltration markers such as CD8+, and B-cells. Our results indicated a potential association among the levels of SMAD2 and SMAD4 genes and tolerance and susceptibility to Nilotinib and Panobinostat drugs.
Reduced expression of SMAD2 and SMAD4 may be pivotal in CRC progression, impacting downstream genes unrelated to patient OS. These findings suggest a potential role for SMAD2 and SMAD4 as predictive markers for drug response in CRC patients.
虽然许多与结直肠癌(CRC)相关的基因有助于癌症的发展,但仍需要进行彻底的研究来探索尚未充分研究的关键枢纽基因。CRC 中的一个关键途径是转化生长因子-β(TGF-β)。本研究旨在评估该途径中 SMAD2 和 SMAD4 基因的表达。
检查了来自癌症基因组图谱(TCGA)的计数数据,比较了 483 个肿瘤和 41 个正常样本。使用临床数据评估了影响总生存期(OS)的基因。使用 GSE39582 比较了 CRC 与正常样本中基因的水平。此外,采用不健康样本和 RT-qPCR 意味着我们的结果得到了验证。最后,利用 PharmacoGx 信息将潜在基因的水平与药物耐受性和敏感性联系起来。我们的研究结果表明,TGF-β 信号转导中的 SMAD2 和 SMAD4 水平比其他途径基因更为显著。我们的研究结果表明,这些基因的蛋白水平在恶性组织中低于健康组织。结果表明,SMAD2 水平低与 CRC 患者的不良 OS 显著相关。RT-qPCR 结果表明,与相邻正常样本中的高表达相比,癌症组织中 SMAD2 和 SMAD4 的表达均降低。我们的结果表明,所选基因与免疫细胞浸润标志物(如 CD8+和 B 细胞)之间存在显著相关性。我们的结果表明,SMAD2 和 SMAD4 基因的水平与尼洛替尼和帕比司他药物的耐受性和敏感性之间可能存在关联。
SMAD2 和 SMAD4 的表达减少可能在 CRC 进展中起关键作用,影响与患者 OS 无关的下游基因。这些发现表明 SMAD2 和 SMAD4 可能作为 CRC 患者药物反应的预测标志物。