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通过高通量测序的小 RNA 文库注释灵长类动物 miRNA。

Annotation of primate miRNAs by high throughput sequencing of small RNA libraries.

机构信息

Max Planck Institute for Evolutionary Anthropology, Department of Evolutionary Genetics, Deutscher Platz 6, Leipzig 04103, Germany.

出版信息

BMC Genomics. 2012 Mar 27;13:116. doi: 10.1186/1471-2164-13-116.

DOI:10.1186/1471-2164-13-116
PMID:22453055
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3328248/
Abstract

BACKGROUND

In addition to genome sequencing, accurate functional annotation of genomes is required in order to carry out comparative and evolutionary analyses between species. Among primates, the human genome is the most extensively annotated. Human miRNA gene annotation is based on multiple lines of evidence including evidence for expression as well as prediction of the characteristic hairpin structure. In contrast, most miRNA genes in non-human primates are annotated based on homology without any expression evidence. We have sequenced small-RNA libraries from chimpanzee, gorilla, orangutan and rhesus macaque from multiple individuals and tissues. Using patterns of miRNA expression in conjunction with a model of miRNA biogenesis we used these high-throughput sequencing data to identify novel miRNAs in non-human primates.

RESULTS

We predicted 47 new miRNAs in chimpanzee, 240 in gorilla, 55 in orangutan and 47 in rhesus macaque. The algorithm we used was able to predict 64% of the previously known miRNAs in chimpanzee, 94% in gorilla, 61% in orangutan and 71% in rhesus macaque. We therefore added evidence for expression in between one and five tissues to miRNAs that were previously annotated based only on homology to human miRNAs. We increased from 60 to 175 the number miRNAs that are located in orthologous regions in humans and the four non-human primate species studied here.

CONCLUSIONS

In this study we provide expression evidence for homology-based annotated miRNAs and predict de novo miRNAs in four non-human primate species. We increased the number of annotated miRNA genes and provided evidence for their expression in four non-human primates. Similar approaches using different individuals and tissues would improve annotation in non-human primates and allow for further comparative studies in the future.

摘要

背景

除了基因组测序,为了进行物种间的比较和进化分析,还需要对基因组进行准确的功能注释。在灵长类动物中,人类基因组的注释最为详尽。人类 miRNA 基因的注释基于多条证据,包括表达证据以及特征发夹结构的预测。相比之下,大多数非人类灵长类动物的 miRNA 基因都是基于同源性进行注释的,而没有任何表达证据。我们已经从多个个体和组织中对黑猩猩、大猩猩、猩猩和恒河猴的小 RNA 文库进行了测序。我们利用 miRNA 表达模式和 miRNA 生物发生模型,利用这些高通量测序数据在非人类灵长类动物中鉴定新的 miRNA。

结果

我们预测了黑猩猩中的 47 个新 miRNA、大猩猩中的 240 个、猩猩中的 55 个和恒河猴中的 47 个。我们使用的算法能够预测黑猩猩中 64%的已知 miRNA、大猩猩中的 94%、猩猩中的 61%和恒河猴中的 71%。因此,我们在先前仅基于与人 miRNA 同源性注释的 miRNA 之间增加了在 1 到 5 种组织中表达的证据。我们将在人类和我们研究的四种非人类灵长类动物中同源的 miRNA 数量从 60 个增加到 175 个。

结论

在这项研究中,我们为基于同源性注释的 miRNA 提供了表达证据,并在四种非人类灵长类动物中预测了新的 miRNA。我们增加了注释的 miRNA 基因数量,并为它们在四种非人类灵长类动物中的表达提供了证据。使用不同个体和组织的类似方法将改善非人类灵长类动物的注释,并为未来的进一步比较研究提供依据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/73d0/3328248/880d6d2bda5f/1471-2164-13-116-2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/73d0/3328248/ce9ff2d71bd2/1471-2164-13-116-1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/73d0/3328248/880d6d2bda5f/1471-2164-13-116-2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/73d0/3328248/ce9ff2d71bd2/1471-2164-13-116-1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/73d0/3328248/880d6d2bda5f/1471-2164-13-116-2.jpg

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