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Microfluidic isoform sequencing shows widespread splicing coordination in the human transcriptome

Understanding transcriptome complexity is crucial for understanding human biology and disease. Technologies such as Synthetic long-read RNA sequencing (SLR-RNA-seq) delivered 5 million isoforms and allowed assessing splicing coordination. Pacific Biosciences and Oxford Nanopore increase throughput a...

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Autores principales: Tilgner, Hagen, Jahanbani, Fereshteh, Gupta, Ishaan, Collier, Paul, Wei, Eric, Rasmussen, Morten, Snyder, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5793787/
https://www.ncbi.nlm.nih.gov/pubmed/29196558
http://dx.doi.org/10.1101/gr.230516.117
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author Tilgner, Hagen
Jahanbani, Fereshteh
Gupta, Ishaan
Collier, Paul
Wei, Eric
Rasmussen, Morten
Snyder, Michael
author_facet Tilgner, Hagen
Jahanbani, Fereshteh
Gupta, Ishaan
Collier, Paul
Wei, Eric
Rasmussen, Morten
Snyder, Michael
author_sort Tilgner, Hagen
collection PubMed
description Understanding transcriptome complexity is crucial for understanding human biology and disease. Technologies such as Synthetic long-read RNA sequencing (SLR-RNA-seq) delivered 5 million isoforms and allowed assessing splicing coordination. Pacific Biosciences and Oxford Nanopore increase throughput also but require high input amounts or amplification. Our new droplet-based method, sparse isoform sequencing (spISO-seq), sequences 100k–200k partitions of 10–200 molecules at a time, enabling analysis of 10–100 million RNA molecules. SpISO-seq requires less than 1 ng of input cDNA, limiting or removing the need for prior amplification with its associated biases. Adjusting the number of reads devoted to each molecule reduces sequencing lanes and cost, with little loss in detection power. The increased number of molecules expands our understanding of isoform complexity. In addition to confirming our previously published cases of splicing coordination (e.g., BIN1), the greater depth reveals many new cases, such as MAPT. Coordination of internal exons is found to be extensive among protein coding genes: 23.5%–59.3% (95% confidence interval) of highly expressed genes with distant alternative exons exhibit coordination, showcasing the need for long-read transcriptomics. However, coordination is less frequent for noncoding sequences, suggesting a larger role of splicing coordination in shaping proteins. Groups of genes with coordination are involved in protein–protein interactions with each other, raising the possibility that coordination facilitates complex formation and/or function. We also find new splicing coordination types, involving initial and terminal exons. Our results provide a more comprehensive understanding of the human transcriptome and a general, cost-effective method to analyze it.
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spelling pubmed-57937872018-02-05 Microfluidic isoform sequencing shows widespread splicing coordination in the human transcriptome Tilgner, Hagen Jahanbani, Fereshteh Gupta, Ishaan Collier, Paul Wei, Eric Rasmussen, Morten Snyder, Michael Genome Res Method Understanding transcriptome complexity is crucial for understanding human biology and disease. Technologies such as Synthetic long-read RNA sequencing (SLR-RNA-seq) delivered 5 million isoforms and allowed assessing splicing coordination. Pacific Biosciences and Oxford Nanopore increase throughput also but require high input amounts or amplification. Our new droplet-based method, sparse isoform sequencing (spISO-seq), sequences 100k–200k partitions of 10–200 molecules at a time, enabling analysis of 10–100 million RNA molecules. SpISO-seq requires less than 1 ng of input cDNA, limiting or removing the need for prior amplification with its associated biases. Adjusting the number of reads devoted to each molecule reduces sequencing lanes and cost, with little loss in detection power. The increased number of molecules expands our understanding of isoform complexity. In addition to confirming our previously published cases of splicing coordination (e.g., BIN1), the greater depth reveals many new cases, such as MAPT. Coordination of internal exons is found to be extensive among protein coding genes: 23.5%–59.3% (95% confidence interval) of highly expressed genes with distant alternative exons exhibit coordination, showcasing the need for long-read transcriptomics. However, coordination is less frequent for noncoding sequences, suggesting a larger role of splicing coordination in shaping proteins. Groups of genes with coordination are involved in protein–protein interactions with each other, raising the possibility that coordination facilitates complex formation and/or function. We also find new splicing coordination types, involving initial and terminal exons. Our results provide a more comprehensive understanding of the human transcriptome and a general, cost-effective method to analyze it. Cold Spring Harbor Laboratory Press 2018-02 /pmc/articles/PMC5793787/ /pubmed/29196558 http://dx.doi.org/10.1101/gr.230516.117 Text en © 2018 Tilgner et al.; Published by Cold Spring Harbor Laboratory Press http://creativecommons.org/licenses/by/4.0/ This article, published in Genome Research, is available under a Creative Commons License (Attribution 4.0 International), as described at http://creativecommons.org/licenses/by/4.0/.
spellingShingle Method
Tilgner, Hagen
Jahanbani, Fereshteh
Gupta, Ishaan
Collier, Paul
Wei, Eric
Rasmussen, Morten
Snyder, Michael
Microfluidic isoform sequencing shows widespread splicing coordination in the human transcriptome
title Microfluidic isoform sequencing shows widespread splicing coordination in the human transcriptome
title_full Microfluidic isoform sequencing shows widespread splicing coordination in the human transcriptome
title_fullStr Microfluidic isoform sequencing shows widespread splicing coordination in the human transcriptome
title_full_unstemmed Microfluidic isoform sequencing shows widespread splicing coordination in the human transcriptome
title_short Microfluidic isoform sequencing shows widespread splicing coordination in the human transcriptome
title_sort microfluidic isoform sequencing shows widespread splicing coordination in the human transcriptome
topic Method
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5793787/
https://www.ncbi.nlm.nih.gov/pubmed/29196558
http://dx.doi.org/10.1101/gr.230516.117
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