Diversification of reprogramming trajectories revealed by parallel single-cell transcriptome and chromatin accessibility sequencing

Cellular reprogramming suffers from low efficiency especially for the human cells. To deconstruct the heterogeneity and unravel the mechanisms for successful reprogramming, we adopted single-cell RNA sequencing (scRNA-Seq) and single-cell assay for transposase-accessible chromatin (scATAC-Seq) to pr...

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Main Authors: Xing, Qiao Rui, El Farran, C. A., Gautam, P., Chuah, Y. S., Warrier, T., Toh, C. X. D., Kang, N. Y., Sugii, S., Chang, Y. T., Xu, J., Collins, J. J., Daley, G. Q., Li, H., Zhang, Li-Feng, Loh, Y. H.
Other Authors: School of Biological Sciences
Format: Article
Language:English
Published: 2020
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Online Access:https://hdl.handle.net/10356/145388
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spelling sg-ntu-dr.10356-1453882023-02-28T16:57:23Z Diversification of reprogramming trajectories revealed by parallel single-cell transcriptome and chromatin accessibility sequencing Xing, Qiao Rui El Farran, C. A. Gautam, P. Chuah, Y. S. Warrier, T. Toh, C. X. D. Kang, N. Y. Sugii, S. Chang, Y. T. Xu, J. Collins, J. J. Daley, G. Q. Li, H. Zhang, Li-Feng Loh, Y. H. School of Biological Sciences Science::Biological sciences Chromosomes Machinery Cellular reprogramming suffers from low efficiency especially for the human cells. To deconstruct the heterogeneity and unravel the mechanisms for successful reprogramming, we adopted single-cell RNA sequencing (scRNA-Seq) and single-cell assay for transposase-accessible chromatin (scATAC-Seq) to profile reprogramming cells across various time points. Our analysis revealed that reprogramming cells proceed in an asynchronous trajectory and diversify into heterogeneous subpopulations. We identified fluorescent probes and surface markers to enrich for the early reprogrammed human cells. Furthermore, combinatory usage of the surface markers enabled the fine segregation of the early-intermediate cells with diverse reprogramming propensities. scATAC-Seq analysis further uncovered the genomic partitions and transcription factors responsible for the regulatory phasing of reprogramming process. Binary choice between a FOSL1 and a TEAD4-centric regulatory network determines the outcome of a successful reprogramming. Together, our study illuminates the multitude of diverse routes transversed by individual reprogramming cells and presents an integrative roadmap for identifying the mechanistic part list of the reprogramming machinery. Agency for Science, Technology and Research (A*STAR) Ministry of Education (MOE) Ministry of Health (MOH) National Medical Research Council (NMRC) National Research Foundation (NRF) Published version H.L. is supported by the NIH (AG056318, AG61796, and CA208517), the Glenn Foundation for Medical Research, Mayo Clinic Center for Biomedical Discovery, Center for Individualized Medicine, Mayo Clinic Cancer Center, and the David F. and Margaret T. Grohne Cancer Immunology and Immunotherapy Program. L.F.Z. is supported by the Singapore Ministry of Education Academic Research Fund (MOE2015-T2-1-093) and Singapore National Research Foundation under its Cooperative Basic Research Grant administered by the Singapore Ministry of Health’s National Medical Research Council (NMRC/CBRG/0092/2015). N.Y.K. and Y.T.C. are supported by the JCO Development Programme Grant (1334k00083). Y.H.L. is supported by the NRF Investigatorship award (NRFI2018-02 grant), JCO Development Programme Grant (1534n00153 and 1334k00083), and the Singapore National Research Foundation under its Cooperative Basic Research Grant administered by the Singapore Ministry of Health’s National Medical Research Council (NMRC/CBRG/0092/2015). We are grateful to the Biomedical Research Council, Agency for Science, Technology and Research, Singapore for research funding. 2020-12-21T02:20:45Z 2020-12-21T02:20:45Z 2020 Journal Article Xing, Q. R., El Farran, C. A., Gautam, P., Chuah, Y. S., Warrier, T., Toh, C. X. D., . . . Loh, Y. H. (2020). Diversification of reprogramming trajectories revealed by parallel single-cell transcriptome and chromatin accessibility sequencing. Science Advances, 6(37), eaba1190-. doi:10.1126/sciadv.aba1190 2375-2548 https://hdl.handle.net/10356/145388 10.1126/sciadv.aba1190 32917699 37 6 en MOE2015-T2-1-093 NMRC/CBRG/0092/2015 NRFI2018-02 Science Advances © 2020 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC). application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Science::Biological sciences
Chromosomes
Machinery
spellingShingle Science::Biological sciences
Chromosomes
Machinery
Xing, Qiao Rui
El Farran, C. A.
Gautam, P.
Chuah, Y. S.
Warrier, T.
Toh, C. X. D.
Kang, N. Y.
Sugii, S.
Chang, Y. T.
Xu, J.
Collins, J. J.
Daley, G. Q.
Li, H.
Zhang, Li-Feng
Loh, Y. H.
Diversification of reprogramming trajectories revealed by parallel single-cell transcriptome and chromatin accessibility sequencing
description Cellular reprogramming suffers from low efficiency especially for the human cells. To deconstruct the heterogeneity and unravel the mechanisms for successful reprogramming, we adopted single-cell RNA sequencing (scRNA-Seq) and single-cell assay for transposase-accessible chromatin (scATAC-Seq) to profile reprogramming cells across various time points. Our analysis revealed that reprogramming cells proceed in an asynchronous trajectory and diversify into heterogeneous subpopulations. We identified fluorescent probes and surface markers to enrich for the early reprogrammed human cells. Furthermore, combinatory usage of the surface markers enabled the fine segregation of the early-intermediate cells with diverse reprogramming propensities. scATAC-Seq analysis further uncovered the genomic partitions and transcription factors responsible for the regulatory phasing of reprogramming process. Binary choice between a FOSL1 and a TEAD4-centric regulatory network determines the outcome of a successful reprogramming. Together, our study illuminates the multitude of diverse routes transversed by individual reprogramming cells and presents an integrative roadmap for identifying the mechanistic part list of the reprogramming machinery.
author2 School of Biological Sciences
author_facet School of Biological Sciences
Xing, Qiao Rui
El Farran, C. A.
Gautam, P.
Chuah, Y. S.
Warrier, T.
Toh, C. X. D.
Kang, N. Y.
Sugii, S.
Chang, Y. T.
Xu, J.
Collins, J. J.
Daley, G. Q.
Li, H.
Zhang, Li-Feng
Loh, Y. H.
format Article
author Xing, Qiao Rui
El Farran, C. A.
Gautam, P.
Chuah, Y. S.
Warrier, T.
Toh, C. X. D.
Kang, N. Y.
Sugii, S.
Chang, Y. T.
Xu, J.
Collins, J. J.
Daley, G. Q.
Li, H.
Zhang, Li-Feng
Loh, Y. H.
author_sort Xing, Qiao Rui
title Diversification of reprogramming trajectories revealed by parallel single-cell transcriptome and chromatin accessibility sequencing
title_short Diversification of reprogramming trajectories revealed by parallel single-cell transcriptome and chromatin accessibility sequencing
title_full Diversification of reprogramming trajectories revealed by parallel single-cell transcriptome and chromatin accessibility sequencing
title_fullStr Diversification of reprogramming trajectories revealed by parallel single-cell transcriptome and chromatin accessibility sequencing
title_full_unstemmed Diversification of reprogramming trajectories revealed by parallel single-cell transcriptome and chromatin accessibility sequencing
title_sort diversification of reprogramming trajectories revealed by parallel single-cell transcriptome and chromatin accessibility sequencing
publishDate 2020
url https://hdl.handle.net/10356/145388
_version_ 1759855322916192256