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Nature. 2017 Nov 2;551(7678):100-104. doi: 10.1038/nature24454. Epub 2017 Oct 25.

Single-cell transcriptomics reconstructs fate conversion from fibroblast to cardiomyocyte.

Liu Z1,2, Wang L1,2, Welch JD3, Ma H1,2, Zhou Y1,2, Vaseghi HR1,2, Yu S1,2, Wall JB1,2, Alimohamadi S1,2, Zheng M1,2, Yin C1,2, Shen W4, Prins JF3, Liu J1,2, Qian L1,2.

Author information

1
McAllister Heart Institute, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA.
2
Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA.
3
Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA.
4
Department of Statistics, University of California at Irvine, Irvine, California 92697, USA.

Abstract

Direct lineage conversion offers a new strategy for tissue regeneration and disease modelling. Despite recent success in directly reprogramming fibroblasts into various cell types, the precise changes that occur as fibroblasts progressively convert to the target cell fates remain unclear. The inherent heterogeneity and asynchronous nature of the reprogramming process renders it difficult to study this process using bulk genomic techniques. Here we used single-cell RNA sequencing to overcome this limitation and analysed global transcriptome changes at early stages during the reprogramming of mouse fibroblasts into induced cardiomyocytes (iCMs). Using unsupervised dimensionality reduction and clustering algorithms, we identified molecularly distinct subpopulations of cells during reprogramming. We also constructed routes of iCM formation, and delineated the relationship between cell proliferation and iCM induction. Further analysis of global gene expression changes during reprogramming revealed unexpected downregulation of factors involved in mRNA processing and splicing. Detailed functional analysis of the top candidate splicing factor, Ptbp1, revealed that it is a critical barrier for the acquisition of cardiomyocyte-specific splicing patterns in fibroblasts. Concomitantly, Ptbp1 depletion promoted cardiac transcriptome acquisition and increased iCM reprogramming efficiency. Additional quantitative analysis of our dataset revealed a strong correlation between the expression of each reprogramming factor and the progress of individual cells through the reprogramming process, and led to the discovery of new surface markers for the enrichment of iCMs. In summary, our single-cell transcriptomics approaches enabled us to reconstruct the reprogramming trajectory and to uncover intermediate cell populations, gene pathways and regulators involved in iCM induction.

PMID:
29072293
PMCID:
PMC5954984
DOI:
10.1038/nature24454
[Indexed for MEDLINE]
Free PMC Article

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