Give it AGO: The search for miRNA-Argonaute sorting signals in Arabidopsis thaliana indicates a relevance of sequence positions other than the 5’-position alone.
The specific recognition of miRNAs by Argonaute (AGO) proteins, the effector proteins of the RNA-induced silencing complex, constitutes the final step of the biogenesis of miRNAs and is crucial for their target interaction. In the genome of Arabidopsis thaliana (Ath), 10 different AGO proteins are e...
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doaj-4f34ab2254384cb7b06c8270764041192020-11-25T00:30:06ZengFrontiers Media S.A.Frontiers in Plant Science1664-462X2012-12-01310.3389/fpls.2012.0027236516Give it AGO: The search for miRNA-Argonaute sorting signals in Arabidopsis thaliana indicates a relevance of sequence positions other than the 5’-position alone.Christoph J Thieme0Christian eSchudoma1Patrick eMay2Dirk eWalther3Max Planck Institute for Molecular Plant PhysiologyMax Planck Institute for Molecular Plant PhysiologyUniversity LuxembourgMax Planck Institute for Molecular Plant PhysiologyThe specific recognition of miRNAs by Argonaute (AGO) proteins, the effector proteins of the RNA-induced silencing complex, constitutes the final step of the biogenesis of miRNAs and is crucial for their target interaction. In the genome of Arabidopsis thaliana (Ath), 10 different AGO proteins are encoded and the sorting decision, which miRNA associates with which AGO protein, was reported to lie exclusively in the identity of the 5’-sequence position of mature miRNAs. Hence, with only four different bases possible, a 5’-position-only sorting signal would not suffice to specifically target all 10 different AGOs individually or would suggest a redundant AGO action. Alternatively, other and as of yet unidentified sorting signals may exist. We analyzed a dataset comprising 117 Ath-miRNAs with clear sorting preference to either AGO1, AGO2, or AGO5 as identified in co-immunoprecipitation experiments combined with sequencing. While mutual information analysis did not identify any other single but the 5’-nucleotide to be informative for the sorting at sufficient statistical significance, significantly better then random classification results using Random Forests nonetheless suggest that additional positions and combinations thereof also carry information with regard to the AGO sorting. Positions 2, 6, 9, and 13 appear to be of particular importance. Furthermore, uracil bases at defined positions appear to be important for the sorting to AGO2 and AGO5, in particular. No predictive value was associated with neither miRNA length nor basepair-binding pattern in the miRNA:miRNA* duplex. From inspecting available AGO gene expression data in Arabidopsis, we conclude that the temporal and spatial expression profile may also contribute to the fine-tuning of miRNA sorting and function.http://journal.frontiersin.org/Journal/10.3389/fpls.2012.00272/fullArgonaute Proteinsmachine learningmiRNAArabidopsis thalianamutual informationsorting |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Christoph J Thieme Christian eSchudoma Patrick eMay Dirk eWalther |
spellingShingle |
Christoph J Thieme Christian eSchudoma Patrick eMay Dirk eWalther Give it AGO: The search for miRNA-Argonaute sorting signals in Arabidopsis thaliana indicates a relevance of sequence positions other than the 5’-position alone. Frontiers in Plant Science Argonaute Proteins machine learning miRNA Arabidopsis thaliana mutual information sorting |
author_facet |
Christoph J Thieme Christian eSchudoma Patrick eMay Dirk eWalther |
author_sort |
Christoph J Thieme |
title |
Give it AGO: The search for miRNA-Argonaute sorting signals in Arabidopsis thaliana indicates a relevance of sequence positions other than the 5’-position alone. |
title_short |
Give it AGO: The search for miRNA-Argonaute sorting signals in Arabidopsis thaliana indicates a relevance of sequence positions other than the 5’-position alone. |
title_full |
Give it AGO: The search for miRNA-Argonaute sorting signals in Arabidopsis thaliana indicates a relevance of sequence positions other than the 5’-position alone. |
title_fullStr |
Give it AGO: The search for miRNA-Argonaute sorting signals in Arabidopsis thaliana indicates a relevance of sequence positions other than the 5’-position alone. |
title_full_unstemmed |
Give it AGO: The search for miRNA-Argonaute sorting signals in Arabidopsis thaliana indicates a relevance of sequence positions other than the 5’-position alone. |
title_sort |
give it ago: the search for mirna-argonaute sorting signals in arabidopsis thaliana indicates a relevance of sequence positions other than the 5’-position alone. |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Plant Science |
issn |
1664-462X |
publishDate |
2012-12-01 |
description |
The specific recognition of miRNAs by Argonaute (AGO) proteins, the effector proteins of the RNA-induced silencing complex, constitutes the final step of the biogenesis of miRNAs and is crucial for their target interaction. In the genome of Arabidopsis thaliana (Ath), 10 different AGO proteins are encoded and the sorting decision, which miRNA associates with which AGO protein, was reported to lie exclusively in the identity of the 5’-sequence position of mature miRNAs. Hence, with only four different bases possible, a 5’-position-only sorting signal would not suffice to specifically target all 10 different AGOs individually or would suggest a redundant AGO action. Alternatively, other and as of yet unidentified sorting signals may exist. We analyzed a dataset comprising 117 Ath-miRNAs with clear sorting preference to either AGO1, AGO2, or AGO5 as identified in co-immunoprecipitation experiments combined with sequencing. While mutual information analysis did not identify any other single but the 5’-nucleotide to be informative for the sorting at sufficient statistical significance, significantly better then random classification results using Random Forests nonetheless suggest that additional positions and combinations thereof also carry information with regard to the AGO sorting. Positions 2, 6, 9, and 13 appear to be of particular importance. Furthermore, uracil bases at defined positions appear to be important for the sorting to AGO2 and AGO5, in particular. No predictive value was associated with neither miRNA length nor basepair-binding pattern in the miRNA:miRNA* duplex. From inspecting available AGO gene expression data in Arabidopsis, we conclude that the temporal and spatial expression profile may also contribute to the fine-tuning of miRNA sorting and function. |
topic |
Argonaute Proteins machine learning miRNA Arabidopsis thaliana mutual information sorting |
url |
http://journal.frontiersin.org/Journal/10.3389/fpls.2012.00272/full |
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