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Single-nucleus RNA-seq of differentiating human myoblasts reveals the extent of fate heterogeneity
Myoblasts are precursor skeletal muscle cells that differentiate into fused, multinucleated myotubes. Current single-cell microfluidic methods are not optimized for capturing very large, multinucleated cells such as myotubes. To circumvent the problem, we performed single-nucleus transcriptome analy...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5137429/ https://www.ncbi.nlm.nih.gov/pubmed/27566152 http://dx.doi.org/10.1093/nar/gkw739 |
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author | Zeng, Weihua Jiang, Shan Kong, Xiangduo El-Ali, Nicole Ball, Alexander R. Ma, Christopher I-Hsing Hashimoto, Naohiro Yokomori, Kyoko Mortazavi, Ali |
author_facet | Zeng, Weihua Jiang, Shan Kong, Xiangduo El-Ali, Nicole Ball, Alexander R. Ma, Christopher I-Hsing Hashimoto, Naohiro Yokomori, Kyoko Mortazavi, Ali |
author_sort | Zeng, Weihua |
collection | PubMed |
description | Myoblasts are precursor skeletal muscle cells that differentiate into fused, multinucleated myotubes. Current single-cell microfluidic methods are not optimized for capturing very large, multinucleated cells such as myotubes. To circumvent the problem, we performed single-nucleus transcriptome analysis. Using immortalized human myoblasts, we performed RNA-seq analysis of single cells (scRNA-seq) and single nuclei (snRNA-seq) and found them comparable, with a distinct enrichment for long non-coding RNAs (lncRNAs) in snRNA-seq. We then compared snRNA-seq of myoblasts before and after differentiation. We observed the presence of mononucleated cells (MNCs) that remained unfused and analyzed separately from multi-nucleated myotubes. We found that while the transcriptome profiles of myoblast and myotube nuclei are relatively homogeneous, MNC nuclei exhibited significant heterogeneity, with the majority of them adopting a distinct mesenchymal state. Primary transcripts for microRNAs (miRNAs) that participate in skeletal muscle differentiation were among the most differentially expressed lncRNAs, which we validated using NanoString. Our study demonstrates that snRNA-seq provides reliable transcriptome quantification for cells that are otherwise not amenable to current single-cell platforms. Our results further indicate that snRNA-seq has unique advantage in capturing nucleus-enriched lncRNAs and miRNA precursors that are useful in mapping and monitoring differential miRNA expression during cellular differentiation. |
format | Online Article Text |
id | pubmed-5137429 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-51374292016-12-06 Single-nucleus RNA-seq of differentiating human myoblasts reveals the extent of fate heterogeneity Zeng, Weihua Jiang, Shan Kong, Xiangduo El-Ali, Nicole Ball, Alexander R. Ma, Christopher I-Hsing Hashimoto, Naohiro Yokomori, Kyoko Mortazavi, Ali Nucleic Acids Res Methods Online Myoblasts are precursor skeletal muscle cells that differentiate into fused, multinucleated myotubes. Current single-cell microfluidic methods are not optimized for capturing very large, multinucleated cells such as myotubes. To circumvent the problem, we performed single-nucleus transcriptome analysis. Using immortalized human myoblasts, we performed RNA-seq analysis of single cells (scRNA-seq) and single nuclei (snRNA-seq) and found them comparable, with a distinct enrichment for long non-coding RNAs (lncRNAs) in snRNA-seq. We then compared snRNA-seq of myoblasts before and after differentiation. We observed the presence of mononucleated cells (MNCs) that remained unfused and analyzed separately from multi-nucleated myotubes. We found that while the transcriptome profiles of myoblast and myotube nuclei are relatively homogeneous, MNC nuclei exhibited significant heterogeneity, with the majority of them adopting a distinct mesenchymal state. Primary transcripts for microRNAs (miRNAs) that participate in skeletal muscle differentiation were among the most differentially expressed lncRNAs, which we validated using NanoString. Our study demonstrates that snRNA-seq provides reliable transcriptome quantification for cells that are otherwise not amenable to current single-cell platforms. Our results further indicate that snRNA-seq has unique advantage in capturing nucleus-enriched lncRNAs and miRNA precursors that are useful in mapping and monitoring differential miRNA expression during cellular differentiation. Oxford University Press 2016-12-01 2016-08-26 /pmc/articles/PMC5137429/ /pubmed/27566152 http://dx.doi.org/10.1093/nar/gkw739 Text en © The Author(s) 2016. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Methods Online Zeng, Weihua Jiang, Shan Kong, Xiangduo El-Ali, Nicole Ball, Alexander R. Ma, Christopher I-Hsing Hashimoto, Naohiro Yokomori, Kyoko Mortazavi, Ali Single-nucleus RNA-seq of differentiating human myoblasts reveals the extent of fate heterogeneity |
title | Single-nucleus RNA-seq of differentiating human myoblasts reveals the extent of fate heterogeneity |
title_full | Single-nucleus RNA-seq of differentiating human myoblasts reveals the extent of fate heterogeneity |
title_fullStr | Single-nucleus RNA-seq of differentiating human myoblasts reveals the extent of fate heterogeneity |
title_full_unstemmed | Single-nucleus RNA-seq of differentiating human myoblasts reveals the extent of fate heterogeneity |
title_short | Single-nucleus RNA-seq of differentiating human myoblasts reveals the extent of fate heterogeneity |
title_sort | single-nucleus rna-seq of differentiating human myoblasts reveals the extent of fate heterogeneity |
topic | Methods Online |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5137429/ https://www.ncbi.nlm.nih.gov/pubmed/27566152 http://dx.doi.org/10.1093/nar/gkw739 |
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