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

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...

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Autores principales: Dannemann, Michael, Nickel, Birgit, Lizano, Esther, Burbano, Hernán A, Kelso, Janet
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3328248/
https://www.ncbi.nlm.nih.gov/pubmed/22453055
http://dx.doi.org/10.1186/1471-2164-13-116
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author Dannemann, Michael
Nickel, Birgit
Lizano, Esther
Burbano, Hernán A
Kelso, Janet
author_facet Dannemann, Michael
Nickel, Birgit
Lizano, Esther
Burbano, Hernán A
Kelso, Janet
author_sort Dannemann, Michael
collection PubMed
description 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.
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spelling pubmed-33282482012-04-18 Annotation of primate miRNAs by high throughput sequencing of small RNA libraries Dannemann, Michael Nickel, Birgit Lizano, Esther Burbano, Hernán A Kelso, Janet BMC Genomics Research Article 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. BioMed Central 2012-03-27 /pmc/articles/PMC3328248/ /pubmed/22453055 http://dx.doi.org/10.1186/1471-2164-13-116 Text en Copyright ©2012 Dannemann et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Dannemann, Michael
Nickel, Birgit
Lizano, Esther
Burbano, Hernán A
Kelso, Janet
Annotation of primate miRNAs by high throughput sequencing of small RNA libraries
title Annotation of primate miRNAs by high throughput sequencing of small RNA libraries
title_full Annotation of primate miRNAs by high throughput sequencing of small RNA libraries
title_fullStr Annotation of primate miRNAs by high throughput sequencing of small RNA libraries
title_full_unstemmed Annotation of primate miRNAs by high throughput sequencing of small RNA libraries
title_short Annotation of primate miRNAs by high throughput sequencing of small RNA libraries
title_sort annotation of primate mirnas by high throughput sequencing of small rna libraries
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3328248/
https://www.ncbi.nlm.nih.gov/pubmed/22453055
http://dx.doi.org/10.1186/1471-2164-13-116
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