TY - JOUR
T1 - Single cell transcriptomic analysis of human pluripotent stem cell chondrogenesis
AU - Wu, Chia Lung
AU - Dicks, Amanda
AU - Steward, Nancy
AU - Tang, Ruhang
AU - Katz, Dakota B.
AU - Choi, Yun Rak
AU - Guilak, Farshid
N1 - Funding Information:
This work was supported by the Shriners Hospitals for Children, the Nancy Taylor Foundation, the Arthritis Foundation, NIH (AG46927, AG15768, AR67467, AR073752, AR65956, AR074992, AR075899, T32 DK108742, and T32 EB018266), NSF EAGER Award, and Taiwan GSSA Scholarship. The authors would like to thank Paul Cliften, Christopher Sawyer, Toni Sinnwell, and Eric Tycksen from the Genome Technology Access Center (GTAC) and Erica Lantelme, and Dorjan Brinja from the Flow Cytometry & Fluorescence-Activated Cell Sorting Core, Washington University in St. Louis for their assistance.
Publisher Copyright:
© 2021, The Author(s).
PY - 2021/12/1
Y1 - 2021/12/1
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85099410648&partnerID=8YFLogxK
U2 - 10.1038/s41467-020-20598-y
DO - 10.1038/s41467-020-20598-y
M3 - Article
C2 - 33441552
AN - SCOPUS:85099410648
SN - 2041-1723
VL - 12
JO - Nature communications
JF - Nature communications
IS - 1
M1 - 362
ER -