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全反式维甲酸对3T3-L1前脂肪细胞脂肪细胞分化的抑制作用:转录组学和表型数据的综合分析

Inhibition of fat cell differentiation in 3T3-L1 pre-adipocytes by all-trans retinoic acid: Integrative analysis of transcriptomic and phenotypic data.

作者信息

Stoecker Katharina, Sass Steffen, Theis Fabian J, Hauner Hans, Pfaffl Michael W

机构信息

Animal Physiology and Immunology, School of Life Sciences Weihenstephan, Technical University of Munich, Freising, Germany.

Institute of Computational Biology, Helmholtz Center Munich, German Research Center for Environmental Health, Oberschleißheim, Germany.

出版信息

Biomol Detect Quantif. 2016 Nov 21;11:31-44. doi: 10.1016/j.bdq.2016.11.001. eCollection 2017 Mar.

Abstract

The process of adipogenesis is controlled in a highly orchestrated manner, including transcriptional and post-transcriptional events. In developing 3T3-L1 pre-adipocytes, this program can be interrupted by all-trans retinoic acid (ATRA). To examine this inhibiting impact by ATRA, we generated large-scale transcriptomic data on the microRNA and mRNA level. Non-coding RNAs such as microRNAs represent a field in RNA turnover, which is very important for understanding the regulation of mRNA gene expression. High throughput mRNA and microRNA expression profiling was performed using mRNA hybridisation microarray technology and multiplexed expression assay for microRNA quantification. After quantitative measurements we merged expression data sets, integrated the results and analysed the molecular regulation of adipogenesis. For this purpose, we applied local enrichment analysis on the integrative microRNA-mRNA network determined by a linear regression approach. This approach includes the target predictions of TargetScan Mouse 5.2 and 23 pre-selected, significantly regulated microRNAs as well as Affymetrix microarray mRNA data. We found that the cellular lipid metabolism is negatively affected by ATRA. Furthermore, we were able to show that microRNA 27a and/or microRNA 96 are important regulators of gap junction signalling, the rearrangement of the actin cytoskeleton as well as the citric acid cycle, which represent the most affected pathways with regard to inhibitory effects of ATRA in 3T3-L1 preadipocytes. In conclusion, the experimental workflow and the integrative microRNA-mRNA data analysis shown in this study represent a possibility for illustrating interactions in highly orchestrated biological processes. Further the applied global microRNA-mRNA interaction network may also be used for the pre-selection of potential new biomarkers with regard to obesity or for the identification of new pharmaceutical targets.

摘要

脂肪生成过程受到高度精确的调控,包括转录和转录后事件。在发育中的3T3-L1前脂肪细胞中,该程序可被全反式维甲酸(ATRA)中断。为了研究ATRA的这种抑制作用,我们在microRNA和mRNA水平上生成了大规模的转录组数据。非编码RNA如microRNA代表了RNA周转领域,这对于理解mRNA基因表达的调控非常重要。使用mRNA杂交微阵列技术和用于microRNA定量的多重表达测定法进行高通量mRNA和microRNA表达谱分析。经过定量测量后,我们合并了表达数据集,整合了结果并分析了脂肪生成的分子调控。为此,我们对通过线性回归方法确定的整合microRNA-mRNA网络应用了局部富集分析。该方法包括TargetScan Mouse 5.2和23个预先选择的、显著调控的microRNA的靶标预测以及Affymetrix微阵列mRNA数据。我们发现细胞脂质代谢受到ATRA的负面影响。此外,我们能够证明microRNA 27a和/或microRNA 96是间隙连接信号传导、肌动蛋白细胞骨架重排以及柠檬酸循环的重要调节因子,这些是3T3-L1前脂肪细胞中受ATRA抑制作用影响最大的途径。总之,本研究中展示的实验工作流程和整合的microRNA-mRNA数据分析代表了一种阐明高度精确的生物过程中相互作用的可能性。此外,所应用的全局microRNA-mRNA相互作用网络还可用于肥胖潜在新生物标志物的预选或新药物靶点的鉴定。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7407/5348118/d4cea6535bb2/gr1.jpg

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