miR-PAIR: microRNA-protein的整合关系分析,用于鉴定具有重要作用的mirna。

IF 2.8 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Mizuki Akai , Yuki Maeda , Masashi Kawami , Ryoko Yumoto , Mikihisa Takano , Yasuo Uchida
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引用次数: 0

摘要

MicroRNAs (miRNAs)是一种小的非编码rna,被认为是调控靶基因转录后过程的重要内源性生物分子。然而,对显著起作用的mirna的预测方法知之甚少。本研究旨在建立一种新的方法,miRNA蛋白整合关系分析(miR-PAIR),以识别参与生理或病理事件的有效工作的miRNA。为了建立miR-PAIR,采用小rna序列和定量蛋白质组学方法,在肺泡上皮细胞系A549中,以博来霉素(BLM)和甲氨蝶呤(MTX)作为肺毒性药物处理,获得mirna和蛋白的全面表达数据。使用TargetScan整合差异表达的mirna和蛋白质,TargetScan是一个免费的预测mirna靶基因的网络工具。接下来,分析整合的mirna -蛋白对的富集情况,然后确定在BLM-和mtx诱导的蛋白表达变化中有显著作用的mirna。miR-PAIR方法鉴定出22个下调的mirna和9个上调的mirna。其中,上调的miRNA miR-493-5p (p = 1.71E-05)抑制了约70 %的靶蛋白,下调的miRNA miR-598-3p (p = 1.1E-03)取消了50 %的BLM和MTX诱导的靶蛋白表达变化。因此,miR-PAIR可能是识别与药物性肺损伤等生物事件相关的显著起作用的mirna的有效方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

miR-PAIR: microRNA-protein analysis of integrative relationship for the identification of significantly working miRNAs

miR-PAIR: microRNA-protein analysis of integrative relationship for the identification of significantly working miRNAs
MicroRNAs (miRNAs), which are small non-coding RNAs, are recognized as important significant endogenous bio-molecules that regulate the post-transcriptional processes of target genes. However, predictive methods for significantly working miRNAs are poorly understood. The present study aimed to establish a novel method, miRNA protein analysis of integrative relationship (miR-PAIR), for the identification of effectively working miRNAs involved in physiological or pathological events. To establish the miR-PAIR, comprehensive expression data of miRNAs and proteins were obtained using small RNA-sequence and quantitative proteomics approach in the alveolar epithelial cell line, A549 treated with bleomycin (BLM) and methotrexate (MTX) as pulmonary toxic drugs. Differentially expressed miRNAs and proteins were integrated using TargetScan, a freely available web tool for predicting the target gene of miRNAs. Next, the enrichment of the integrated miRNA-protein pairs was analyzed, followed by the determination of significantly working miRNAs in BLM- and MTX-induced protein expression changes. The miR-PAIR method identified 22 downregulated and 9 upregulated miRNAs. Among them, miR-493-5p (p = 1.71E-05), an upregulated miRNA, suppressed approximately 70 % of the target proteins, and miR-598-3p (p = 1.1E-03), a downregulated miRNA, canceled 50 % of the target protein expression changes induced by BLM and MTX. Thus, a miR-PAIR could be an effective method to identify significantly working miRNAs associated with biological events such as drug-induced lung injury.
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来源期刊
Biochimica et biophysica acta. General subjects
Biochimica et biophysica acta. General subjects 生物-生化与分子生物学
CiteScore
6.40
自引率
0.00%
发文量
139
审稿时长
30 days
期刊介绍: BBA General Subjects accepts for submission either original, hypothesis-driven studies or reviews covering subjects in biochemistry and biophysics that are considered to have general interest for a wide audience. Manuscripts with interdisciplinary approaches are especially encouraged.
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