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Single cell transcriptomic analysis of human pluripotent stem cell chondrogenesis
The therapeutic application of human induced pluripotent stem cells (hiPSCs) for cartilage regeneration is largely hindered by the low yield of chondrocytes accompanied by unpredictable and heterogeneous off-target differentiation of cells during chondrogenesis. Here, we combine bulk RNA sequencing,...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7806634/ https://www.ncbi.nlm.nih.gov/pubmed/33441552 http://dx.doi.org/10.1038/s41467-020-20598-y |
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author | Wu, Chia-Lung Dicks, Amanda Steward, Nancy Tang, Ruhang Katz, Dakota B. Choi, Yun-Rak Guilak, Farshid |
author_facet | Wu, Chia-Lung Dicks, Amanda Steward, Nancy Tang, Ruhang Katz, Dakota B. Choi, Yun-Rak Guilak, Farshid |
author_sort | Wu, Chia-Lung |
collection | PubMed |
description | The therapeutic application of human induced pluripotent stem cells (hiPSCs) for cartilage regeneration is largely hindered by the low yield of chondrocytes accompanied by unpredictable and heterogeneous off-target differentiation of cells during chondrogenesis. Here, we combine bulk RNA sequencing, single cell RNA sequencing, and bioinformatic analyses, including weighted gene co-expression analysis (WGCNA), to investigate the gene regulatory networks regulating hiPSC differentiation under chondrogenic conditions. We identify specific WNTs and MITF as hub genes governing the generation of off-target differentiation into neural cells and melanocytes during hiPSC chondrogenesis. With heterocellular signaling models, we further show that WNT signaling produced by off-target cells is responsible for inducing chondrocyte hypertrophy. By targeting WNTs and MITF, we eliminate these cell lineages, significantly enhancing the yield and homogeneity of hiPSC-derived chondrocytes. Collectively, our findings identify the trajectories and molecular mechanisms governing cell fate decision in hiPSC chondrogenesis, as well as dynamic transcriptome profiles orchestrating chondrocyte proliferation and differentiation. |
format | Online Article Text |
id | pubmed-7806634 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-78066342021-01-21 Single cell transcriptomic analysis of human pluripotent stem cell chondrogenesis Wu, Chia-Lung Dicks, Amanda Steward, Nancy Tang, Ruhang Katz, Dakota B. Choi, Yun-Rak Guilak, Farshid Nat Commun Article The therapeutic application of human induced pluripotent stem cells (hiPSCs) for cartilage regeneration is largely hindered by the low yield of chondrocytes accompanied by unpredictable and heterogeneous off-target differentiation of cells during chondrogenesis. Here, we combine bulk RNA sequencing, single cell RNA sequencing, and bioinformatic analyses, including weighted gene co-expression analysis (WGCNA), to investigate the gene regulatory networks regulating hiPSC differentiation under chondrogenic conditions. We identify specific WNTs and MITF as hub genes governing the generation of off-target differentiation into neural cells and melanocytes during hiPSC chondrogenesis. With heterocellular signaling models, we further show that WNT signaling produced by off-target cells is responsible for inducing chondrocyte hypertrophy. By targeting WNTs and MITF, we eliminate these cell lineages, significantly enhancing the yield and homogeneity of hiPSC-derived chondrocytes. Collectively, our findings identify the trajectories and molecular mechanisms governing cell fate decision in hiPSC chondrogenesis, as well as dynamic transcriptome profiles orchestrating chondrocyte proliferation and differentiation. Nature Publishing Group UK 2021-01-13 /pmc/articles/PMC7806634/ /pubmed/33441552 http://dx.doi.org/10.1038/s41467-020-20598-y Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Wu, Chia-Lung Dicks, Amanda Steward, Nancy Tang, Ruhang Katz, Dakota B. Choi, Yun-Rak Guilak, Farshid Single cell transcriptomic analysis of human pluripotent stem cell chondrogenesis |
title | Single cell transcriptomic analysis of human pluripotent stem cell chondrogenesis |
title_full | Single cell transcriptomic analysis of human pluripotent stem cell chondrogenesis |
title_fullStr | Single cell transcriptomic analysis of human pluripotent stem cell chondrogenesis |
title_full_unstemmed | Single cell transcriptomic analysis of human pluripotent stem cell chondrogenesis |
title_short | Single cell transcriptomic analysis of human pluripotent stem cell chondrogenesis |
title_sort | single cell transcriptomic analysis of human pluripotent stem cell chondrogenesis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7806634/ https://www.ncbi.nlm.nih.gov/pubmed/33441552 http://dx.doi.org/10.1038/s41467-020-20598-y |
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