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利用牛青春期相关候选基因的RNA序列进行单核苷酸多态性检测。

SNP detection using RNA-sequences of candidate genes associated with puberty in cattle.

作者信息

Dias M M, Cánovas A, Mantilla-Rojas C, Riley D G, Luna-Nevarez P, Coleman S J, Speidel S E, Enns R M, Islas-Trejo A, Medrano J F, Moore S S, Fortes M R S, Nguyen L T, Venus B, Diaz I S D P, Souza F R P, Fonseca L F S, Baldi F, Albuquerque L G, Thomas M G, Oliveira H N

机构信息

Departamento de Zootecnia, Faculdade de Ciências Agrárias e Veterinárias, Universidade Estadual Paulista, Jaboticabal, SP, Brasil

Centre for Genetic Improvement of Livestock, Department of Animal Bioscience, University of Guelph, Guelph, ON, Canada.

出版信息

Genet Mol Res. 2017 Mar 22;16(1):gmr-16-01-gmr.16019522. doi: 10.4238/gmr16019522.

Abstract

Fertility traits, such as heifer pregnancy, are economically important in cattle production systems, and are therefore, used in genetic selection programs. The aim of this study was to identify single nucleotide polymorphisms (SNPs) using RNA-sequencing (RNA-Seq) data from ovary, uterus, endometrium, pituitary gland, hypothalamus, liver, longissimus dorsi muscle, and adipose tissue in 62 candidate genes associated with heifer puberty in cattle. RNA-Seq reads were assembled to the bovine reference genome (UMD 3.1.1) and analyzed in five cattle breeds; Brangus, Brahman, Nellore, Angus, and Holstein. Two approaches used the Brangus data for SNP discovery 1) pooling all samples, and 2) within each individual sample. These approaches revealed 1157 SNPs. These were compared with those identified in the pooled samples of the other breeds. Overall, 172 SNPs within 13 genes (CPNE5, FAM19A4, FOXN4, KLF1, LOC777593, MGC157266, NEBL, NRXN3, PEPT-1, PPP3CA, SCG5, TSG101, and TSHR) were concordant in the five breeds. Using Ensembl's Variant Effector Predictor, we determined that 12% of SNPs were in exons (71% synonymous, 29% nonsynonymous), 1% were in untranslated regions (UTRs), 86% were in introns, and 1% were in intergenic regions. Since these SNPs were discovered in RNA, the variants were predicted to be within exons or UTRs. Overall, 160 novel transcripts in 42 candidate genes and five novel genes overlapping five candidate genes were observed. In conclusion, 1157 SNPs were identified in 62 candidate genes associated with puberty in Brangus cattle, of which, 172 were concordant in the five cattle breeds. Novel transcripts and genes were also identified.

摘要

生育性状,如小母牛怀孕,在养牛生产系统中具有重要经济意义,因此被用于遗传选择计划。本研究的目的是利用来自62个与牛小母牛青春期相关候选基因的卵巢、子宫、子宫内膜、垂体、下丘脑、肝脏、背最长肌和脂肪组织的RNA测序(RNA-Seq)数据来鉴定单核苷酸多态性(SNP)。RNA-Seq读数被组装到牛参考基因组(UMD 3.1.1)并在五个牛品种中进行分析;婆罗门牛、婆罗门牛、内洛尔牛、安格斯牛和荷斯坦牛。两种方法使用婆罗门牛数据进行SNP发现:1)合并所有样本,2)在每个个体样本内。这些方法共发现了1157个SNP。将这些SNP与在其他品种的合并样本中鉴定出的SNP进行比较。总体而言,13个基因(CPNE5、FAM19A4、FOXN4、KLF1、LOC777593、MGC157266、NEBL、NRXN3、PEPT-1、PPP3CA、SCG5、TSG101和TSHR)中的172个SNP在五个品种中是一致的。使用Ensembl的变异效应预测器,我们确定12%的SNP在外显子中(71%为同义突变,29%为非同义突变),l%在非翻译区(UTR),86%在内含子中,1%在基因间区域。由于这些SNP是在RNA中发现的,这些变异预计在外显子或UTR内。总体而言,在42个候选基因中观察到160个新转录本,在5个候选基因中观察到5个新基因与之重叠。总之,在婆罗门牛中与青春期相关的62个候选基因中鉴定出1157个SNP,其中172个在五个牛品种中是一致的。还鉴定出了新的转录本和基因。

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