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Selection of suitable reference genes for normalization of quantitative RT-PCR (RT-qPCR) expression data across twelve tissues of riverine buffaloes (Bubalus bubalis)

机译:选择合适的参考基因以标准化河水牛(Bubalus bubalis)的十二个组织中的定量RT-PCR(RT-qPCR)表达数据

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摘要

Selection of reference genes has become an integral step in any real time quantitative PCR (RT-qPCR) based expression studies. The importance of this study stems from the fact that riverine buffaloes are major dairy species of Indian sub-continent and the information generated here will be of great interest to the investigators engaged in functional genomic studies of this important livestock species. In this study, an effort was made to evaluate a panel of 10 candidate reference genes (glyceraldehyde 3-phosphate dehydrogenase (GAPDH), beta- actin (ACTB), ubiquitously expressed transcript (UXT), ribosomal protein S15 (RPS15), ribosomal protein L-4 (RPL4), ribosomal protein S9 (RPS9), ribosomal protein S23 (RPS23), hydroxymethylbilane synthase (HMBS), β2 Microglobulin (β2M) and eukaryotic translation elongation factor 1 alpha 1 (EEF1A1) across 12 tissues (mammary gland, kidney, spleen, liver, heart, intestine, ovary, lung, muscle, brain, subcutaneous fat and testis) of riverine buffaloes. In addition to overall analysis, tissue wise evaluation of expression stability of individual RG was also performed. Three different algorithms provided in geNorm, NormFinder and BestKeeper softwares were used to evaluate the stability of 10 potential reference genes from different functional classes. The M-value given by geNorm ranged from 0.9797 (RPS9 and UXT) to 1.7362 (RPS15). From the most stable to the least stable, genes were ranked as: UXT/RPS9> RPL4> RPS23> EEF1A1> ACTB> HMBS> GAPDH> B2M> RPS15. While NormFinder analysis ranked the genes as: UXT> RPS23> RPL4> RPS9> EEF1A1> HMBS> ACTB> β2M> GAPDH> RPS15. Based on the crossing point SD value and range of fold change expression, BestKeeper analysis ranked the genes as: RPS9> RPS23/UXT> RPL4> GAPDH> EEF1A1> ACTB> HMBS> β2M> RPS15. Overall the study has identified RPS23, RPS9, RPL4 and UXT genes to be the most stable and appropriate RGs that could be utilized for normalization of transcriptional data in various tissues of buffaloes. This manuscript thus provide useful information on panel of reference genes that could be helpful for researchers conducting functional genomic studies in riverine buffaloes.
机译:参考基因的选择已成为任何基于实时定量PCR(RT-qPCR)的表达研究不可或缺的步骤。这项研究的重要性源于以下事实:河水牛是印度次大陆的主要奶业物种,从事此重要牲畜物种的功能基因组研究的研究人员将对这里产生的信息非常感兴趣。在这项研究中,我们努力评估一组10个候选参考基因(3-磷酸甘油醛脱氢酶(GAPDH),β-肌动蛋白(ACTB),普遍存在的转录本(UXT),核糖体蛋白S15(RPS15),核糖体蛋白L-4(RPL4),核糖体蛋白S9(RPS9),核糖体蛋白S23(RPS23),羟甲基胆碱合酶(HMBS),β2微球蛋白(β2M)和跨12个组织(乳腺,河水牛的肾脏,脾脏,肝脏,心脏,肠,卵巢,肺,肌肉,大脑,皮下脂肪和睾丸)除了进行整体分析外,还对单个RG的表达稳定性进行了组织明智的评估,提供了三种不同的算法在geNorm中,使用NormFinder和BestKeeper软件来评估来自不同功能类别的10个潜在参考基因的稳定性,geNorm给出的M值范围为0.9797(RPS9和UXT)至1.7362(RPS15)。对于最不稳定的基因,基因排名为:UXT / RPS9> RPL4> RPS23> EEF1A1> ACTB> HMBS> GAPDH> B2M> RPS15。而NormFinder分析将基因排名为:UXT> RPS23> RPL4> RPS9> EEF1A1> HMBS> ACTB>β2M> GAPDH> RPS15。根据交叉点SD值和倍数变化表达范围,BestKeeper分析将基因排序为:RPS9> RPS23 / UXT> RPL4> GAPDH> EEF1A1> ACTB> HMBS>β2M> RPS15。总体而言,该研究已确定 RPS23 RPS9 RPL4 UXT 基因是最稳定和合适的RG可以用于水牛各种组织中的转录数据的标准化。因此,该手稿在参考基因面板上提供了有用的信息,可能对在河水牛中进行功能基因组研究的研究人员有所帮助。

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