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Locus-specific expression of transposable elements in single cells with CELLO-seq

Transposable Elements (TEs) regulate diverse biological processes, from early development to cancer. Expression of young TEs is difficult to measure with next generation single-cell sequencing technologies as their highly repetitive nature means that short cDNA reads cannot be unambiguously mapped t...

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Autores principales: Berrens, Rebecca V, Yang, Andrian, Laumer, Christopher E, Lun, Aaron TL, Bieberich, Florian, Law, Cheuk-Ting, Lan, Guocheng, Imaz, Maria, Bowness, Joseph S, Brockdorff, Neil, Gaffney, Daniel, Marioni, John C
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7614850/
https://www.ncbi.nlm.nih.gov/pubmed/34782740
http://dx.doi.org/10.1038/s41587-021-01093-1
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author Berrens, Rebecca V
Yang, Andrian
Laumer, Christopher E
Lun, Aaron TL
Bieberich, Florian
Law, Cheuk-Ting
Lan, Guocheng
Imaz, Maria
Bowness, Joseph S
Brockdorff, Neil
Gaffney, Daniel
Marioni, John C
author_facet Berrens, Rebecca V
Yang, Andrian
Laumer, Christopher E
Lun, Aaron TL
Bieberich, Florian
Law, Cheuk-Ting
Lan, Guocheng
Imaz, Maria
Bowness, Joseph S
Brockdorff, Neil
Gaffney, Daniel
Marioni, John C
author_sort Berrens, Rebecca V
collection PubMed
description Transposable Elements (TEs) regulate diverse biological processes, from early development to cancer. Expression of young TEs is difficult to measure with next generation single-cell sequencing technologies as their highly repetitive nature means that short cDNA reads cannot be unambiguously mapped to a specific locus. CELLO-seq combines long-read scRNA sequencing with computational analyses to measure TE expression at unique loci. We use CELLO-seq to assess the widespread expression of TEs in 2-cell mouse blastomeres as well as human induced pluripotent stem cells (hiPSCs). Across both species, old and young TEs showed evidence of locus-specific expression, with simulations demonstrating that only a small number of very young elements in the mouse could not be mapped back to the reference with high confidence. Exploring the relationship between the expression of individual elements and putative regulators revealed large heterogeneity, with TEs within a class showing different patterns of correlation, suggesting distinct regulatory mechanisms.
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spelling pubmed-76148502023-07-31 Locus-specific expression of transposable elements in single cells with CELLO-seq Berrens, Rebecca V Yang, Andrian Laumer, Christopher E Lun, Aaron TL Bieberich, Florian Law, Cheuk-Ting Lan, Guocheng Imaz, Maria Bowness, Joseph S Brockdorff, Neil Gaffney, Daniel Marioni, John C Nat Biotechnol Article Transposable Elements (TEs) regulate diverse biological processes, from early development to cancer. Expression of young TEs is difficult to measure with next generation single-cell sequencing technologies as their highly repetitive nature means that short cDNA reads cannot be unambiguously mapped to a specific locus. CELLO-seq combines long-read scRNA sequencing with computational analyses to measure TE expression at unique loci. We use CELLO-seq to assess the widespread expression of TEs in 2-cell mouse blastomeres as well as human induced pluripotent stem cells (hiPSCs). Across both species, old and young TEs showed evidence of locus-specific expression, with simulations demonstrating that only a small number of very young elements in the mouse could not be mapped back to the reference with high confidence. Exploring the relationship between the expression of individual elements and putative regulators revealed large heterogeneity, with TEs within a class showing different patterns of correlation, suggesting distinct regulatory mechanisms. 2022-04 2021-11-15 /pmc/articles/PMC7614850/ /pubmed/34782740 http://dx.doi.org/10.1038/s41587-021-01093-1 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a BY 4.0 (https://creativecommons.org/licenses/by/4.0/) International license.
spellingShingle Article
Berrens, Rebecca V
Yang, Andrian
Laumer, Christopher E
Lun, Aaron TL
Bieberich, Florian
Law, Cheuk-Ting
Lan, Guocheng
Imaz, Maria
Bowness, Joseph S
Brockdorff, Neil
Gaffney, Daniel
Marioni, John C
Locus-specific expression of transposable elements in single cells with CELLO-seq
title Locus-specific expression of transposable elements in single cells with CELLO-seq
title_full Locus-specific expression of transposable elements in single cells with CELLO-seq
title_fullStr Locus-specific expression of transposable elements in single cells with CELLO-seq
title_full_unstemmed Locus-specific expression of transposable elements in single cells with CELLO-seq
title_short Locus-specific expression of transposable elements in single cells with CELLO-seq
title_sort locus-specific expression of transposable elements in single cells with cello-seq
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7614850/
https://www.ncbi.nlm.nih.gov/pubmed/34782740
http://dx.doi.org/10.1038/s41587-021-01093-1
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