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Nanopore sequencing unveils the complexity of the cold-activated murine brown adipose tissue transcriptome

Alternative transcription increases transcriptome complexity by expression of multiple transcripts per gene. Annotation and quantification of transcripts using short-read sequencing is non-trivial. Long-read sequencing aims at overcoming these problems by sequencing full-length transcripts. Activati...

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Autores principales: Engelhard, Christoph Andreas, Khani, Sajjad, Derdak, Sophia, Bilban, Martin, Kornfeld, Jan-Wilhelm
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410515/
https://www.ncbi.nlm.nih.gov/pubmed/37564700
http://dx.doi.org/10.1016/j.isci.2023.107190
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author Engelhard, Christoph Andreas
Khani, Sajjad
Derdak, Sophia
Bilban, Martin
Kornfeld, Jan-Wilhelm
author_facet Engelhard, Christoph Andreas
Khani, Sajjad
Derdak, Sophia
Bilban, Martin
Kornfeld, Jan-Wilhelm
author_sort Engelhard, Christoph Andreas
collection PubMed
description Alternative transcription increases transcriptome complexity by expression of multiple transcripts per gene. Annotation and quantification of transcripts using short-read sequencing is non-trivial. Long-read sequencing aims at overcoming these problems by sequencing full-length transcripts. Activation of brown adipose tissue (BAT) thermogenesis involves major transcriptomic remodeling and positively affects metabolism via increased energy expenditure. We benchmark Oxford Nanopore Technology (ONT) long-read sequencing protocols to Illumina short-read sequencing assessing alignment characteristics, gene and transcript detection and quantification, differential gene and transcript expression, transcriptome reannotation, and differential transcript usage (DTU). We find ONT sequencing is superior to Illumina for transcriptome reassembly, reducing the risk of false-positive events by unambiguously mapping reads to transcripts. We identified novel isoforms of genes undergoing DTU in cold-activated BAT including Cars2, Adtrp, Acsl5, Scp2, Aldoa, and Pde4d, validated by real-time PCR. The reannotated murine BAT transcriptome established here provides a framework for future investigations into the regulation of BAT.
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spelling pubmed-104105152023-08-10 Nanopore sequencing unveils the complexity of the cold-activated murine brown adipose tissue transcriptome Engelhard, Christoph Andreas Khani, Sajjad Derdak, Sophia Bilban, Martin Kornfeld, Jan-Wilhelm iScience Article Alternative transcription increases transcriptome complexity by expression of multiple transcripts per gene. Annotation and quantification of transcripts using short-read sequencing is non-trivial. Long-read sequencing aims at overcoming these problems by sequencing full-length transcripts. Activation of brown adipose tissue (BAT) thermogenesis involves major transcriptomic remodeling and positively affects metabolism via increased energy expenditure. We benchmark Oxford Nanopore Technology (ONT) long-read sequencing protocols to Illumina short-read sequencing assessing alignment characteristics, gene and transcript detection and quantification, differential gene and transcript expression, transcriptome reannotation, and differential transcript usage (DTU). We find ONT sequencing is superior to Illumina for transcriptome reassembly, reducing the risk of false-positive events by unambiguously mapping reads to transcripts. We identified novel isoforms of genes undergoing DTU in cold-activated BAT including Cars2, Adtrp, Acsl5, Scp2, Aldoa, and Pde4d, validated by real-time PCR. The reannotated murine BAT transcriptome established here provides a framework for future investigations into the regulation of BAT. Elsevier 2023-06-23 /pmc/articles/PMC10410515/ /pubmed/37564700 http://dx.doi.org/10.1016/j.isci.2023.107190 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Engelhard, Christoph Andreas
Khani, Sajjad
Derdak, Sophia
Bilban, Martin
Kornfeld, Jan-Wilhelm
Nanopore sequencing unveils the complexity of the cold-activated murine brown adipose tissue transcriptome
title Nanopore sequencing unveils the complexity of the cold-activated murine brown adipose tissue transcriptome
title_full Nanopore sequencing unveils the complexity of the cold-activated murine brown adipose tissue transcriptome
title_fullStr Nanopore sequencing unveils the complexity of the cold-activated murine brown adipose tissue transcriptome
title_full_unstemmed Nanopore sequencing unveils the complexity of the cold-activated murine brown adipose tissue transcriptome
title_short Nanopore sequencing unveils the complexity of the cold-activated murine brown adipose tissue transcriptome
title_sort nanopore sequencing unveils the complexity of the cold-activated murine brown adipose tissue transcriptome
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410515/
https://www.ncbi.nlm.nih.gov/pubmed/37564700
http://dx.doi.org/10.1016/j.isci.2023.107190
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