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MicroRNA expression profiles identify biomarkers for predicting the response to chemoradiotherapy in rectal cancer

机译:MicroRNA表达谱可识别可预测直肠癌对放化疗的反应的生物标志物

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摘要

Neoadjuvant chemoradiotherapy (nCRT) following surgery significantly improves the survival rate of patients with rectal cancer. However, nCRT is associated with significant adverse symptoms and high medical costs. Therefore, it is important to investigate potential biomarkers for the prediction of the response to nCRT in patients with rectal cancer. The present study identified candidate biomarkers for predicting a complete response (CR) to nCRT in patients with rectal cancer and investigated the associated mechanisms. Microarray data (accession no. GSE29298) was downloaded from the Gene Expression Omnibus database. Differentially expressed microRNAs (miRNAs/miR) were screened between the pathological CR (pCR) group and no pCR (incomplete response) group. miRNA target genes were predicted using the miRWalk 2.0 online tool and subjected to Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis. Furthermore, a miRNA co-regulatory network was constructed and disease-associated genes were predicted. The results demonstrated that a total of 36 upregulated and 5 downregulated miRNAs were identified between the two groups. Among these differentially expressed miRNAs, miR-548c-5p, miR-548d-5p and miR-663a were significantly associated with a CR to nCRT. The co-regulatory network and pathway analysis indicated that miR-548c-5p and miR-548d-5p may function together through stem cell pluripotency and ubiquitin-mediated proteolysis signaling pathways. Furthermore, the prediction of disease-associated genes demonstrated that miR-548c-5p/miR-548d-5p and miR-663a may regulate genes associated with rectal cancer, including mutated in colorectal cancers (MCC) and adenomatous polyposis coli (APC), and colorectal neoplasms, including interleukin-6 signal transducer (IL6ST), cell cycle checkpoint kinase 2 (CHEK2), marker of proliferation Ki-67 (MKI67), cadherin 7 (CDH7), calreticulin (CALR) and transforming growth factor β1 (TGFB1). Therefore, miR-548c-5p, miR-548d-5p and miR-663a are promising candidate biomarkers for predicting a CR to nCRT. miR-548c-5p/miR-548d-5p may be associated with a CR by regulating IL6ST, CHEK2, MKI67 and MCC. In addition, it may function through the pluripotency of stem cells and ubiquitin-mediated proteolysis signaling pathways. miR-663a may be associated with a CR to nCRT by targeting CDH7, CALR, APC and TGFβ1. Thus, the miRNA biomarkers investigated in the present study may represent novel therapeutic targets for the prediction and eventual improvement of the response to nCRT in patients with rectal cancer.
机译:手术后的新辅助放化疗可以显着提高直肠癌患者的生存率。但是,nCRT与严重的不良症状和高昂的医疗费用有关。因此,重要的是研究潜在的生物标志物,以预测直肠癌患者对nCRT的反应。本研究确定了可预测直肠癌患者对nCRT完全缓解(CR)的候选生物标志物,并研究了相关的机制。从Gene Expression Omnibus数据库下载微阵列数据(登录号GSE29298)。在病理CR(pCR)组和无pCR(不完全应答)组之间筛选差异表达的microRNA(miRNA / miR)。使用miRWalk 2.0在线工具预测了miRNA靶基因,并对其进行了京都基因百科全书和基因组途径富集分析。此外,构建了一个miRNA共同调控网络,并预测了与疾病相关的基因。结果表明,在两组之间总共鉴定出36个上调的miRNA和5个下调的miRNA。在这些差异表达的miRNA中,miR-548c-5p,miR-548d-5p和miR-663a与CR至nCRT显着相关。共同调控网络和途径分析表明,miR-548c-5p和miR-548d-5p可能通过干细胞多能性和遍在蛋白介导的蛋白水解信号通路共同发挥作用。此外,对疾病相关基因的预测表明,miR-548c-5p / miR-548d-5p和miR-663a可能调控与直肠癌相关的基因,包括在大肠癌(MCC)和腺瘤性息肉病(APC)中发生突变的人,和大肠肿瘤,包括白介素6信号转导子(IL6ST),细胞周期检查点激酶2(CHEK2),增殖标记Ki-67(MKI67),钙黏着蛋白7(CDH7),钙网蛋白(CALR)和转化生长因子β1(TGFB1) )。因此,miR-548c-5p,miR-548d-5p和miR-663a是有前途的候选生物标志物,可预测nCRT的CR。 miR-548c-5p / miR-548d-5p可通过调节IL6ST,CHEK2,MKI67和MCC与CR相关。此外,它可能通过干细胞的多能性和泛素介导的蛋白水解信号通路发挥作用。通过靶向CDH7,CALR,APC和TGFβ1,miR-663a可能与CR至nCRT相关。因此,本研究中研究的miRNA生物标志物可能代表了预测和最终改善直肠癌患者对nCRT反应的新型治疗靶标。

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