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结直肠癌中的丝裂原活化蛋白激酶信号通路:失调基因及其与微小RNA的关联

The MAPK-Signaling Pathway in Colorectal Cancer: Dysregulated Genes and Their Association With MicroRNAs.

作者信息

Slattery Martha L, Mullany Lila E, Sakoda Lori C, Wolff Roger K, Samowitz Wade S, Herrick Jennifer S

机构信息

School of Medicine, University of Utah, Salt Lake City, UT, USA.

Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA.

出版信息

Cancer Inform. 2018 Mar 26;17:1176935118766522. doi: 10.1177/1176935118766522. eCollection 2018.

Abstract

Mitogen-activated protein kinase (MAPK) pathways regulate many cellular functions including cell proliferation and apoptosis. We examined associations of differential gene and microRNA (miRNA) expression between carcinoma and paired normal mucosa for 241 genes in the KEGG-identified MAPK-signaling pathway among 217 colorectal cancer (CRC) cases. Gene expression data (RNA-Seq) and miRNA expression data (Agilent Human miRNA Microarray V19.0; Agilent Technologies Inc., Santa Clara, CA, USA) were analyzed. We first identified genes most strongly associated with CRC using a fold change (FC) of >1.50 or <0.67) that were statistically significant after adjustment for multiple comparisons. We then determined miRNAs associated with dysregulated genes and through miRNA:mRNA (messenger RNA) seed region matches discerned genes with a greater likelihood of having a direct biological association. Ninety-nine genes had a meaningful FC for all CRC, microsatellite unstable-specific tumors, or microsatellite stable-specific tumors. Thirteen dysregulated genes were associated with miRNAs, totaling 68 miRNA:mRNA associations. Thirteen of the miRNA:mRNA associations had seed region matches where the differential expression between the miRNA and mRNA was inversely related suggesting a direct association as a result of their binding. Several direct associations, upstream of ERK1/ERK2, JNK, and p38, were found for with 7 miRNAs; and with miR-203a; and with miR-6071 and miR-2117. Other associations between miRNAs and mRNAs are most likely indirect, resulting from feedback and feed forward loops. Our results suggest that miRNAs may alter MAPK signaling through direct binding with key genes in this pathway. We encourage others to validate results in targeted CRC experiments that can help solidify important therapeutic targets.

摘要

丝裂原活化蛋白激酶(MAPK)通路调节许多细胞功能,包括细胞增殖和凋亡。我们在217例结直肠癌(CRC)病例中,研究了KEGG鉴定的MAPK信号通路中241个基因在癌组织与配对正常黏膜之间的差异基因和微小RNA(miRNA)表达的关联。分析了基因表达数据(RNA测序)和miRNA表达数据(安捷伦人类miRNA微阵列V19.0;美国加利福尼亚州圣克拉拉市安捷伦科技公司)。我们首先使用大于1.50或小于0.67的倍数变化(FC)来鉴定与CRC最密切相关的基因,这些基因在经过多重比较校正后具有统计学意义。然后,我们确定与失调基因相关的miRNA,并通过miRNA:mRNA(信使RNA)种子区域匹配来识别更有可能具有直接生物学关联的基因。99个基因在所有CRC、微卫星不稳定特异性肿瘤或微卫星稳定特异性肿瘤中具有有意义的FC。13个失调基因与miRNA相关,共有68个miRNA:mRNA关联。其中13个miRNA:mRNA关联具有种子区域匹配,其中miRNA和mRNA之间的差异表达呈负相关,表明它们的结合导致了直接关联。在ERK1/ERK2、JNK和p38的上游,发现了几个与7个miRNA的直接关联; 与miR-203a; 与miR-6071和miR-2117。miRNA和mRNA之间的其他关联很可能是间接的,是由反馈和前馈环导致的。我们的结果表明,miRNA可能通过与该通路中的关键基因直接结合来改变MAPK信号。我们鼓励其他人在靶向CRC实验中验证结果,这有助于巩固重要的治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3fb0/5888819/fc0ba99bb295/10.1177_1176935118766522-fig1.jpg

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