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Mapping human pluripotent stem cell differentiation pathways using high throughput single-cell RNA-sequencing
BACKGROUND: Human pluripotent stem cells (hPSCs) provide powerful models for studying cellular differentiations and unlimited sources of cells for regenerative medicine. However, a comprehensive single-cell level differentiation roadmap for hPSCs has not been achieved. RESULTS: We use high throughpu...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5887227/ https://www.ncbi.nlm.nih.gov/pubmed/29622030 http://dx.doi.org/10.1186/s13059-018-1426-0 |
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author | Han, Xiaoping Chen, Haide Huang, Daosheng Chen, Huidong Fei, Lijiang Cheng, Chen Huang, He Yuan, Guo-Cheng Guo, Guoji |
author_facet | Han, Xiaoping Chen, Haide Huang, Daosheng Chen, Huidong Fei, Lijiang Cheng, Chen Huang, He Yuan, Guo-Cheng Guo, Guoji |
author_sort | Han, Xiaoping |
collection | PubMed |
description | BACKGROUND: Human pluripotent stem cells (hPSCs) provide powerful models for studying cellular differentiations and unlimited sources of cells for regenerative medicine. However, a comprehensive single-cell level differentiation roadmap for hPSCs has not been achieved. RESULTS: We use high throughput single-cell RNA-sequencing (scRNA-seq), based on optimized microfluidic circuits, to profile early differentiation lineages in the human embryoid body system. We present a cellular-state landscape for hPSC early differentiation that covers multiple cellular lineages, including neural, muscle, endothelial, stromal, liver, and epithelial cells. Through pseudotime analysis, we construct the developmental trajectories of these progenitor cells and reveal the gene expression dynamics in the process of cell differentiation. We further reprogram primed H9 cells into naïve-like H9 cells to study the cellular-state transition process. We find that genes related to hemogenic endothelium development are enriched in naïve-like H9. Functionally, naïve-like H9 show higher potency for differentiation into hematopoietic lineages than primed cells. CONCLUSIONS: Our single-cell analysis reveals the cellular-state landscape of hPSC early differentiation, offering new insights that can be harnessed for optimization of differentiation protocols. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13059-018-1426-0) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5887227 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-58872272018-04-09 Mapping human pluripotent stem cell differentiation pathways using high throughput single-cell RNA-sequencing Han, Xiaoping Chen, Haide Huang, Daosheng Chen, Huidong Fei, Lijiang Cheng, Chen Huang, He Yuan, Guo-Cheng Guo, Guoji Genome Biol Research BACKGROUND: Human pluripotent stem cells (hPSCs) provide powerful models for studying cellular differentiations and unlimited sources of cells for regenerative medicine. However, a comprehensive single-cell level differentiation roadmap for hPSCs has not been achieved. RESULTS: We use high throughput single-cell RNA-sequencing (scRNA-seq), based on optimized microfluidic circuits, to profile early differentiation lineages in the human embryoid body system. We present a cellular-state landscape for hPSC early differentiation that covers multiple cellular lineages, including neural, muscle, endothelial, stromal, liver, and epithelial cells. Through pseudotime analysis, we construct the developmental trajectories of these progenitor cells and reveal the gene expression dynamics in the process of cell differentiation. We further reprogram primed H9 cells into naïve-like H9 cells to study the cellular-state transition process. We find that genes related to hemogenic endothelium development are enriched in naïve-like H9. Functionally, naïve-like H9 show higher potency for differentiation into hematopoietic lineages than primed cells. CONCLUSIONS: Our single-cell analysis reveals the cellular-state landscape of hPSC early differentiation, offering new insights that can be harnessed for optimization of differentiation protocols. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13059-018-1426-0) contains supplementary material, which is available to authorized users. BioMed Central 2018-04-05 /pmc/articles/PMC5887227/ /pubmed/29622030 http://dx.doi.org/10.1186/s13059-018-1426-0 Text en © The Author(s). 2018 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Han, Xiaoping Chen, Haide Huang, Daosheng Chen, Huidong Fei, Lijiang Cheng, Chen Huang, He Yuan, Guo-Cheng Guo, Guoji Mapping human pluripotent stem cell differentiation pathways using high throughput single-cell RNA-sequencing |
title | Mapping human pluripotent stem cell differentiation pathways using high throughput single-cell RNA-sequencing |
title_full | Mapping human pluripotent stem cell differentiation pathways using high throughput single-cell RNA-sequencing |
title_fullStr | Mapping human pluripotent stem cell differentiation pathways using high throughput single-cell RNA-sequencing |
title_full_unstemmed | Mapping human pluripotent stem cell differentiation pathways using high throughput single-cell RNA-sequencing |
title_short | Mapping human pluripotent stem cell differentiation pathways using high throughput single-cell RNA-sequencing |
title_sort | mapping human pluripotent stem cell differentiation pathways using high throughput single-cell rna-sequencing |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5887227/ https://www.ncbi.nlm.nih.gov/pubmed/29622030 http://dx.doi.org/10.1186/s13059-018-1426-0 |
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