应用RNA-seq技术定量测定瘤胃上皮细胞对丁酸盐输注的转录组反应。

Gene regulation and systems biology Pub Date : 2012-01-01 Epub Date: 2012-05-16 DOI:10.4137/GRSB.S9687
Ransom L Baldwin, Sitao Wu, Weizhong Li, Congjun Li, Brian J Bequette, Robert W Li
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引用次数: 70

摘要

肠道微生物产生的短链脂肪酸(SCFAs),如丁酸盐,在反刍动物的能量代谢和生理以及人类健康中起着至关重要的作用。在本研究中,利用RNA-seq技术,通过连续活检取样,量化了丁酸盐浓度升高对瘤胃上皮转录组的时间效应。瘤胃上皮转录组中转录的平均基因数为17323.63±277.20(±SD;N = 24),而核心转录组由15025个基因组成。总共有80个基因被鉴定为在所有采样时间点受到丁酸盐输注的显著影响。在注射72 h时观察到丁酸盐对瘤胃上皮细胞转录的最大影响,并改变了58个基因的丰度。瘤胃上皮对外源性丁酸盐升高的最初反应可能代表一种应激反应,因为基因本体(GO)术语主要与对细菌和生物刺激的反应有关。一种精确细胞网络重建算法(ARACNE)利用容错性(0.10)和互信息的严格p值阈值(5.0 × 10(-11))的组合截断,推断出在丁酸盐-上皮相互作用组中有113,738个直接相互作用的调控基因网络。一些调控网络受转录因子控制,如CREBBP和TTF2,这些转录因子受丁酸盐调控。我们的研究结果对丁酸盐在瘤胃上皮内转运和代谢的调控提供了深入的了解,这将指导我们未来进一步开发丁酸盐对动物和人类健康的潜在有益作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Quantification of Transcriptome Responses of the Rumen Epithelium to Butyrate Infusion using RNA-seq Technology.

Quantification of Transcriptome Responses of the Rumen Epithelium to Butyrate Infusion using RNA-seq Technology.

Quantification of Transcriptome Responses of the Rumen Epithelium to Butyrate Infusion using RNA-seq Technology.

Quantification of Transcriptome Responses of the Rumen Epithelium to Butyrate Infusion using RNA-seq Technology.

Short-chain fatty acids (SCFAs), such as butyrate, produced by gut microorganisms, play a critical role in energy metabolism and physiology of ruminants as well as in human health. In this study, the temporal effect of elevated butyrate concentrations on the transcriptome of the rumen epithelium was quantified via serial biopsy sampling using RNA-seq technology. The mean number of genes transcribed in the rumen epithelial transcriptome was 17,323.63 ± 277.20 (±SD; N = 24) while the core transcriptome consisted of 15,025 genes. Collectively, 80 genes were identified as being significantly impacted by butyrate infusion across all time points sampled. Maximal transcriptional effect of butyrate on the rumen epithelium was observed at the 72-h infusion when the abundance of 58 genes was altered. The initial reaction of the rumen epithelium to elevated exogenous butyrate may represent a stress response as Gene Ontology (GO) terms identified were predominantly related to responses to bacteria and biotic stimuli. An algorithm for the reconstruction of accurate cellular networks (ARACNE) inferred regulatory gene networks with 113,738 direct interactions in the butyrate-epithelium interactome using a combined cutoff of an error tolerance (ɛ = 0.10) and a stringent P-value threshold of mutual information (5.0 × 10(-11)). Several regulatory networks were controlled by transcription factors, such as CREBBP and TTF2, which were regulated by butyrate. Our findings provide insight into the regulation of butyrate transport and metabolism in the rumen epithelium, which will guide our future efforts in exploiting potential beneficial effect of butyrate in animal well-being and human health.

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