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结直肠癌中转运RNA衍生片段及其调控网络的综合图谱

A Comprehensive Repertoire of Transfer RNA-Derived Fragments and Their Regulatory Networks in Colorectal Cancer.

作者信息

Wang Xiaojie, Zhang Yiyi, Ghareeb Waleed M, Lin Shuangming, Lu Xingrong, Huang Ying, Huang Shenghui, Xu Zongbin, Chi Pan

机构信息

Department of Colorectal Surgery, Union Hospital, Fujian Medical University, Fuzhou, China.

Department of General and Gastrointestinal Surgery, Suez Canal University, Suez, Egypt.

出版信息

J Comput Biol. 2020 Dec;27(12):1644-1655. doi: 10.1089/cmb.2019.0305. Epub 2020 May 11.

Abstract

To provide systematic insight into the composition and expression of transfer RNA (tRNA) derivatives transcriptome in colorectal cancer (CRC). tRNA derivatives expression profiles in three pairs of CRC and adjacent normal colon tissues were performed by tRNA-derived small RNA fragments (tRFs) and tRNA halves (tiRNA) sequencing, and microarray data of transcriptomes from CRC and paired controls were retrieved from Gene Expression Omnibus database. The differentially expressed tRFs and tiRNAs and differentially expressed genes between CRC and paired normal samples were screened. The functional regulations between tRF and tiRNA and gene were identified. A total of 60 upregulated and 48 downregulated tRNA derivatives and 7373 upregulated and 12,138 downregulated messenger RNA (mRNA) were identified. The tRF and tiRNA-gene regulatory modules were constructed by analyzing computational tRF and tiRNA-target predictions and inverse expression relationships between tRF and tiRNAs and mRNA. Gene ontology and Kyoto Encyclopedia of Genes and Genomes pathway annotation showed that the function of targets of tiRNA-Tyr-GTA was mainly enriched in negative regulation of epithelial cell apoptotic process and peroxisome proliferator activated-receptors (PPAR) signaling pathway. Cellular response to monoamine stimulus and inflammatory bowel disease was enriched in function of tiRNA-Val-CAC. Two functions, including negative regulation of c-Jun N-terminal kinase (JNK) cascade and choline metabolism in cancer, were enriched in tRF-Gln-CTG. The function of mesenchymal to epithelial transition was enriched in tRF-Leu-TAG. For the first time to our knowledge, our study provided a landscape of tRNA derivatives expression profiles in CRC. Further tRF and tiRNA-gene regulatory modules construction explored the potential functions related to these tRNA derivatives in the pathogenesis of CRC.

摘要

为系统深入了解结直肠癌(CRC)中转录RNA(tRNA)衍生物转录组的组成和表达情况。通过tRNA衍生的小RNA片段(tRFs)和tRNA半体(tiRNAs)测序,对三对CRC组织和相邻正常结肠组织中的tRNA衍生物表达谱进行分析,并从基因表达综合数据库中检索CRC和配对对照的转录组微阵列数据。筛选CRC与配对正常样本之间差异表达的tRFs和tiRNAs以及差异表达基因。确定tRF和tiRNA与基因之间的功能调控关系。共鉴定出60种上调和48种下调的tRNA衍生物,以及7373种上调和12138种下调的信使RNA(mRNA)。通过分析计算得到的tRF和tiRNA靶点预测以及tRF、tiRNAs与mRNA之间的反向表达关系,构建tRF和tiRNA-基因调控模块。基因本体论和京都基因与基因组百科全书通路注释显示,tiRNA-Tyr-GTA的靶点功能主要富集在上皮细胞凋亡过程的负调控和过氧化物酶体增殖物激活受体(PPAR)信号通路中。tiRNA-Val-CAC的功能富集在对单胺刺激的细胞反应和炎症性肠病中。tRF-Gln-CTG的功能富集在两个方面,包括c-Jun氨基末端激酶(JNK)级联的负调控和癌症中的胆碱代谢。tRF-Leu-TAG的功能富集在间充质向上皮转化中。据我们所知,我们的研究首次提供了结直肠癌中tRNA衍生物表达谱的全貌。进一步构建tRF和tiRNA-基因调控模块,探索了这些tRNA衍生物在结直肠癌发病机制中的潜在功能。

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