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Dissecting transcriptomic signatures of neuronal differentiation and maturation using iPSCs.


ABSTRACT: Human induced pluripotent stem cells (hiPSCs) are a powerful model of neural differentiation and maturation. We present a hiPSC transcriptomics resource on corticogenesis from 5 iPSC donor and 13 subclonal lines across 9 time points over 5 broad conditions: self-renewal, early neuronal differentiation, neural precursor cells (NPCs), assembled rosettes, and differentiated neuronal cells. We identify widespread changes in the expression of both individual features and global patterns of transcription. We next demonstrate that co-culturing human NPCs with rodent astrocytes results in mutually synergistic maturation, and that cell type-specific expression data can be extracted using only sequencing read alignments without cell sorting. We lastly adapt a previously generated RNA deconvolution approach to single-cell expression data to estimate the relative neuronal maturity of iPSC-derived neuronal cultures and human brain tissue. Using many public datasets, we demonstrate neuronal cultures are maturationally heterogeneous but contain subsets of neurons more mature than previously observed.

SUBMITTER: Burke EE 

PROVIDER: S-EPMC6978526 | biostudies-literature | 2020 Jan

REPOSITORIES: biostudies-literature

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Dissecting transcriptomic signatures of neuronal differentiation and maturation using iPSCs.

Burke Emily E EE   Chenoweth Joshua G JG   Shin Joo Heon JH   Collado-Torres Leonardo L   Kim Suel-Kee SK   Micali Nicola N   Wang Yanhong Y   Colantuoni Carlo C   Straub Richard E RE   Hoeppner Daniel J DJ   Chen Huei-Ying HY   Sellers Alana A   Shibbani Kamel K   Hamersky Gregory R GR   Diaz Bustamante Marcelo M   Phan BaDoi N BN   Ulrich William S WS   Valencia Cristian C   Jaishankar Amritha A   Price Amanda J AJ   Rajpurohit Anandita A   Semick Stephen A SA   Bürli Roland W RW   Barrow James C JC   Hiler Daniel J DJ   Page Stephanie C SC   Martinowich Keri K   Hyde Thomas M TM   Kleinman Joel E JE   Berman Karen F KF   Apud Jose A JA   Cross Alan J AJ   Brandon Nicholas J NJ   Weinberger Daniel R DR   Maher Brady J BJ   McKay Ronald D G RDG   Jaffe Andrew E AE  

Nature communications 20200123 1


Human induced pluripotent stem cells (hiPSCs) are a powerful model of neural differentiation and maturation. We present a hiPSC transcriptomics resource on corticogenesis from 5 iPSC donor and 13 subclonal lines across 9 time points over 5 broad conditions: self-renewal, early neuronal differentiation, neural precursor cells (NPCs), assembled rosettes, and differentiated neuronal cells. We identify widespread changes in the expression of both individual features and global patterns of transcript  ...[more]

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