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A massively parallel reporter assay reveals focused and broadly encoded RNA localization signals in neurons

Asymmetric subcellular mRNA localization allows spatial regulation of gene expression and functional compartmentalization. In neurons, localization of specific mRNAs to neurites is essential for cellular functioning. However, it is largely unknown how transcript sorting works in a sequence-specific...

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Autores principales: Mikl, Martin, Eletto, Davide, Nijim, Malak, Lee, Minkyoung, Lafzi, Atefeh, Mhamedi, Farah, David, Orit, Sain, Simona Baghai, Handler, Kristina, Moor, Andreas E
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9561380/
https://www.ncbi.nlm.nih.gov/pubmed/36156153
http://dx.doi.org/10.1093/nar/gkac806
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author Mikl, Martin
Eletto, Davide
Nijim, Malak
Lee, Minkyoung
Lafzi, Atefeh
Mhamedi, Farah
David, Orit
Sain, Simona Baghai
Handler, Kristina
Moor, Andreas E
author_facet Mikl, Martin
Eletto, Davide
Nijim, Malak
Lee, Minkyoung
Lafzi, Atefeh
Mhamedi, Farah
David, Orit
Sain, Simona Baghai
Handler, Kristina
Moor, Andreas E
author_sort Mikl, Martin
collection PubMed
description Asymmetric subcellular mRNA localization allows spatial regulation of gene expression and functional compartmentalization. In neurons, localization of specific mRNAs to neurites is essential for cellular functioning. However, it is largely unknown how transcript sorting works in a sequence-specific manner. Here, we combined subcellular transcriptomics and massively parallel reporter assays and tested ∼50 000 sequences for their ability to localize to neurites. Mapping the localization potential of >300 genes revealed two ways neurite targeting can be achieved: focused localization motifs and broadly encoded localization potential. We characterized the interplay between RNA stability and localization and identified motifs able to bias localization towards neurite or soma as well as the trans-acting factors required for their action. Based on our data, we devised machine learning models that were able to predict the localization behavior of novel reporter sequences. Testing this predictor on native mRNA sequencing data showed good agreement between predicted and observed localization potential, suggesting that the rules uncovered by our MPRA also apply to the localization of native full-length transcripts.
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spelling pubmed-95613802022-10-18 A massively parallel reporter assay reveals focused and broadly encoded RNA localization signals in neurons Mikl, Martin Eletto, Davide Nijim, Malak Lee, Minkyoung Lafzi, Atefeh Mhamedi, Farah David, Orit Sain, Simona Baghai Handler, Kristina Moor, Andreas E Nucleic Acids Res RNA and RNA-protein complexes Asymmetric subcellular mRNA localization allows spatial regulation of gene expression and functional compartmentalization. In neurons, localization of specific mRNAs to neurites is essential for cellular functioning. However, it is largely unknown how transcript sorting works in a sequence-specific manner. Here, we combined subcellular transcriptomics and massively parallel reporter assays and tested ∼50 000 sequences for their ability to localize to neurites. Mapping the localization potential of >300 genes revealed two ways neurite targeting can be achieved: focused localization motifs and broadly encoded localization potential. We characterized the interplay between RNA stability and localization and identified motifs able to bias localization towards neurite or soma as well as the trans-acting factors required for their action. Based on our data, we devised machine learning models that were able to predict the localization behavior of novel reporter sequences. Testing this predictor on native mRNA sequencing data showed good agreement between predicted and observed localization potential, suggesting that the rules uncovered by our MPRA also apply to the localization of native full-length transcripts. Oxford University Press 2022-09-26 /pmc/articles/PMC9561380/ /pubmed/36156153 http://dx.doi.org/10.1093/nar/gkac806 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of Nucleic Acids Research. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle RNA and RNA-protein complexes
Mikl, Martin
Eletto, Davide
Nijim, Malak
Lee, Minkyoung
Lafzi, Atefeh
Mhamedi, Farah
David, Orit
Sain, Simona Baghai
Handler, Kristina
Moor, Andreas E
A massively parallel reporter assay reveals focused and broadly encoded RNA localization signals in neurons
title A massively parallel reporter assay reveals focused and broadly encoded RNA localization signals in neurons
title_full A massively parallel reporter assay reveals focused and broadly encoded RNA localization signals in neurons
title_fullStr A massively parallel reporter assay reveals focused and broadly encoded RNA localization signals in neurons
title_full_unstemmed A massively parallel reporter assay reveals focused and broadly encoded RNA localization signals in neurons
title_short A massively parallel reporter assay reveals focused and broadly encoded RNA localization signals in neurons
title_sort massively parallel reporter assay reveals focused and broadly encoded rna localization signals in neurons
topic RNA and RNA-protein complexes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9561380/
https://www.ncbi.nlm.nih.gov/pubmed/36156153
http://dx.doi.org/10.1093/nar/gkac806
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