Sahasrabuddhe Nandini A, Huang Tai-Chung, Ahmad Sartaj, Kim Min-Sik, Yang Yi, Ghosh Bidyut, Leach Steven D, Gowda Harsha, Somani Babu L, Chaerkady Raghothama, Pandey Akhilesh
Institute of Bioinformatics, International Technology Park, Bangalore 560066, India; Manipal University, Madhav Nagar, Manipal 576104, India.
McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA.
J Proteomics. 2014 Aug 28;108:306-15. doi: 10.1016/j.jprot.2014.04.027. Epub 2014 Apr 24.
Dicer is a crucial RNase III enzyme in miRNA biogenesis pathway. Although numerous studies have been carried out to investigate the role of miRNAs and Dicer in the regulation of biological processes, few studies have examined proteomic alterations upon knockout of Dicer. We employed a Cre-loxP-based inducible knockout mouse system to investigate the proteome regulated by Dicer-dependent miRNAs. We utilized spiked liver lysates from metabolically labeled mice to quantify the subtle changes in the liver proteome upon deletion of Dicer. We identified 2137 proteins using high resolution tandem mass spectrometry analysis. The upregulated proteins included several enzymes involved in peroxisomal β-oxidation of fatty acids and a large majority of the upregulated proteins involved in lipid metabolism were known PPARα targets. MRM-based assays were carried out to confirm the upregulation of enzymes including peroxisomal bifunctional enzyme, phosphoenolpyruvate carboxykinase 1, cytochrome P450 3A13, cytochrome P450 3A41 and myristoylated alanine-rich protein kinase C substrate. Further, miRNA-124 which is predicted to regulate expression of peroxisomal bifunctional enzyme was confirmed to be downregulated in the Dicer knockout mice. Our study demonstrates the strength of coupling knockout mouse models and quantitative proteomic strategies to investigate functions of individual proteins in vivo.
Dicer dependent miRNA biogenesis is the major pathway for generation of mature miRNAs. We developed SILAC mouse-based proteomics screen to identify protein targets of Dicer-dependent miRNAs in liver of Dicer knockout mice. We spiked liver lysates of induced and uninduced Dicer knockout mice with liver lysate of SILAC labeled mice for identification of dysregulated proteome. We quantitated 1217 proteins of which 257 were upregulated in induced Dicer knockout mice. We observed enrichment of PPAR-α targets and proteins involved in lipid metabolism among upregulated proteins. We further carried out MRM-based validation of peroxisomal bifunctional enzyme, phosphoenolpyruvate carboxykinase 1, Cyp3A13, Cyp3A41 and myristoylated alanine-rich protein kinase C substrate. We further validated upregulation of peroxisomal bifunctional enzyme using Western blot analysis and downregulation of its predicted upstream miRNA, miR-124 using qRT-PCR. Our study demonstrates that upon ablation of Dicer, certain Dicer-dependent miRNAs are dysregulated which result in dysregulation of their target proteins such as proteins associated with lipid metabolism. Our study illustrates the use of SILAC strategy for quantitative proteomic investigations of animal model systems.
Dicer是miRNA生物合成途径中的一种关键RNase III酶。尽管已经开展了大量研究来探究miRNA和Dicer在生物过程调控中的作用,但很少有研究考察Dicer敲除后的蛋白质组变化。我们采用基于Cre-loxP的诱导性敲除小鼠系统来研究由Dicer依赖性miRNA调控的蛋白质组。我们利用来自代谢标记小鼠的肝脏裂解物加标,以量化Dicer缺失后肝脏蛋白质组的细微变化。我们通过高分辨率串联质谱分析鉴定出2137种蛋白质。上调的蛋白质包括几种参与脂肪酸过氧化物酶体β-氧化的酶,并且大多数上调的参与脂质代谢的蛋白质是已知的PPARα靶标。开展了基于MRM的分析以确认包括过氧化物酶体双功能酶、磷酸烯醇丙酮酸羧激酶1、细胞色素P450 3A13、细胞色素P450 3A41和肉豆蔻酰化富含丙氨酸的蛋白激酶C底物等酶的上调。此外,预测可调节过氧化物酶体双功能酶表达的miRNA-124在Dicer敲除小鼠中被证实下调。我们的研究证明了将敲除小鼠模型与定量蛋白质组学策略相结合来研究体内单个蛋白质功能的优势。
Dicer依赖性miRNA生物合成是成熟miRNA产生的主要途径。我们开发了基于SILAC小鼠的蛋白质组学筛选方法,以鉴定Dicer敲除小鼠肝脏中Dicer依赖性miRNA的蛋白质靶标。我们将诱导和未诱导的Dicer敲除小鼠的肝脏裂解物与SILAC标记小鼠的肝脏裂解物加标,以鉴定失调的蛋白质组。我们定量了1217种蛋白质,其中257种在诱导的Dicer敲除小鼠中上调。我们观察到上调蛋白质中PPAR-α靶标和参与脂质代谢的蛋白质富集。我们进一步对过氧化物酶体双功能酶、磷酸烯醇丙酮酸羧激酶1、Cyp3A13、Cyp3A41和肉豆蔻酰化富含丙氨酸的蛋白激酶C底物进行了基于MRM的验证。我们使用蛋白质免疫印迹分析进一步验证过氧化物酶体双功能酶的上调,并使用qRT-PCR验证其预测的上游miRNA miR-124的下调。我们的研究表明,Dicer缺失后,某些Dicer依赖性miRNA失调,导致其靶蛋白如与脂质代谢相关的蛋白质失调。我们的研究说明了SILAC策略在动物模型系统定量蛋白质组学研究中的应用。