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南美橄榄鼠(Abrothrix olivacea)肾脏转录组的特征分析。

Characterization of the kidney transcriptome of the South American olive mouse Abrothrix olivacea.

作者信息

Giorello Facundo M, Feijoo Matias, D'Elía Guillermo, Valdez Lourdes, Opazo Juan C, Varas Valeria, Naya Daniel E, Lessa Enrique P

机构信息

Departamento de Ecología y Evolución, Facultad de Ciencias, Universidad de la República, Montevideo, Uruguay.

出版信息

BMC Genomics. 2014 Jun 8;15(1):446. doi: 10.1186/1471-2164-15-446.

Abstract

BACKGROUND

The olive mouse Abrothrix olivacea is a cricetid rodent of the subfamily Sigmodontinae that inhabits a wide range of contrasting environments in southern South America, from aridlands to temperate rainforests. Along its distribution, it presents different geographic forms that make the olive mouse a good focal case for the study of geographical variation in response to environmental variation. We chose to characterize the kidney transcriptome because this organ has been shown to be associated with multiple physiological processes, including water reabsorption.

RESULTS

Transcriptomes of thirteen kidneys from individuals from Argentina and Chile were sequenced using Illumina technology in order to obtain a kidney reference transcriptome. After combining the reads produced for each sample, we explored three assembly strategies to obtain the best reconstruction of transcripts, TrinityNorm and DigiNorm, which include its own normalization algorithms for redundant reads removal, and Multireads, which simply consist on the assembly of the joined reads. We found that Multireads strategy produces a less fragmented assembly than normalization algorithms but recovers fewer number of genes. In general, about 15000 genes were annotated, of which almost half had at least one coding sequence reconstructed at 99% of its length. We also built a list of highly expressed genes, of which several are involved in water conservation under laboratory conditions using mouse models.

CONCLUSION

Based on our assembly results, Trinity's in silico normalization is the best algorithm in terms of cost-benefit returns; however, our results also indicate that normalization should be avoided if complete or nearly complete coding sequences of genes are desired. Given that this work is the first to characterize the transcriptome of any member of Sigmodontinae, a subfamily of cricetid rodents with about 400 living species, it will provide valuable resources for future ecological and evolutionary genomic analyses.

摘要

背景

橄榄鼠(Abrothrix olivacea)是仓鼠科绵鼠亚科的一种啮齿动物,栖息于南美洲南部从干旱地区到温带雨林的多种截然不同的环境中。在其分布范围内,它呈现出不同的地理形态,这使得橄榄鼠成为研究对环境变化响应的地理变异的一个很好的典型案例。我们选择对肾脏转录组进行表征,因为该器官已被证明与包括水重吸收在内的多种生理过程相关。

结果

为了获得肾脏参考转录组,使用Illumina技术对来自阿根廷和智利的13个个体的肾脏转录组进行了测序。在合并每个样本产生的读数后,我们探索了三种组装策略以获得最佳的转录本重建,即TrinityNorm和DigiNorm,它们包括用于去除冗余读数的自身归一化算法,以及Multireads,它仅仅是对连接读数进行组装。我们发现Multireads策略产生的组装片段比归一化算法少,但恢复的基因数量较少。一般来说,大约有15000个基因被注释,其中近一半至少有一个编码序列在其长度的99%处被重建。我们还构建了一个高表达基因列表,其中几个基因在实验室条件下使用小鼠模型参与了水分保持。

结论

基于我们的组装结果,就成本效益回报而言,Trinity的电子归一化是最佳算法;然而,我们的结果也表明,如果需要基因的完整或几乎完整的编码序列,则应避免进行归一化。鉴于这项工作是首次对绵鼠亚科(仓鼠科啮齿动物的一个亚科,约有400个现存物种)的任何成员的转录组进行表征,它将为未来的生态和进化基因组分析提供有价值的资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f5ae/4189146/93538dfb168c/12864_2013_6199_Fig1_HTML.jpg

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