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189 Comparative transcriptomic analysis between Total RNA and mRNA isolated from feces of neonatal dairy calves

机译:189来自新生儿乳制品牛粪豆菌的总RNA和mRNA之间的比较转录组分析

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摘要

The fecal RNA method can be used to evaluate biological adaptations of the gastrointestinal tract of dairy calves through gene expression analysis. The process of RNA isolation from fecal samples presents several challenges, including the potential enrichment of prokaryotic (bacterial), RNA which can dilute the targeted eukaryotic RNA and consequently affect the sensitivity of the fecal RNA method to low expressed genes. Therefore, our objective in this study was to determine the differential eukaryotic RNA enrichment in total RNA vs mRNA from feces of healthy neonatal dairy calves. To test this, a comparative transcriptomic profiling of genes specific for epithelial cells, including cytokeratin 8 (KRT8) and aquaporin (AQP3), as well as inflammatory-related genes (TLR4 and IL1B) was performed in fecal samples collected from 6 pre-weaned Holstein calves. The total RNA was isolated from 200 mg of feces, using a Trizol based method along with the RNeasy Plus Mini Kit (Qiagen). Then, 45 μg of fecal total RNA was used to isolate mRNA through magnetic selection using Dynabeads® Oligo (dT)25 (Invitrogen). The standard curve was composite from all samples including cDNA from total RNA and mRNA. The internal control genes used in this experiment were B2M, ACTB, GAPDH, RPS9, and PPIA. Normalized gene expression data were log-transformed prior to statistical analysis using the Proc Mixed of SAS (SAS 9.4). The expression of KRT8 was greater (P = 0.03) in fecal mRNA than in fecal total RNA. A trend (P = 0.09) was observed for greater expression of TLR4 in fecal total RNA than in fecal mRNA. The expression of AQP3 and IL1B was not different. These preliminary data further confirms that fecal RNA method has potential to be used as a tool to evaluate gastrointestinal tract health in dairy calves, but further adjustments are needed to improve accuracy and robustness.
机译:粪便RNA方法可用于通过基因表达分析评估乳品小犊的胃肠道的生物改编。来自粪便样品的RNA分离的过程具有若干挑战,包括核酸原核(细菌),可以稀释靶向真核RNA的RNA的潜在富集,从而影响粪便RNA法对低表达基因的敏感性。因此,我们在本研究中的目的是在健康新生儿乳制品牛犊的粪便中确定总RNA的差异真核RNA富集。为了测试这一点,在从6预断奶收集的粪便样品中进行具有细胞角蛋白8(KRT8)和Aquaporin(AQP3),包括细胞角蛋白8(KRT8)和水素(AQP3),以及炎症相关基因的基因的比较转录组分析,以及炎症相关基因(TLR4和IL1B)。荷斯坦小牛。使用基于TrizoL的方法与RNeasy加上迷你试剂盒(QIAGEN)一起分离出总RNA的200mg粪便。然后,使用45μg的粪便总RNA通过使用DynabeAdsSligo(DT)25(Invitrogen)通过磁性选择分离mRNA。标准曲线是来自所有样品的复合材料,包括来自总RNA和mRNA的cDNA。本实验中使用的内部对照基因为B2M,ACTB,GAPDH,RPS9和PPIA。使用SAS的PROC混合(SAS 9.4),在统计分析之前对标准化的基因表达数据进行对数转换。在粪便mRNA中KRT8的表达比在粪便总RNA中更大(p = 0.03)。观察到趋势(p = 0.09),以便在粪便总RNA中更大表达TLR4而不是粪便mRNA。 AQP3和IL1B的表达并不不同。这些初步数据进一步证实,粪便RNA方法具有潜力用作评估乳制品犊牛的胃肠道健康的工具,但需要进一步调整来提高准确性和鲁棒性。

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