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Dissecting transcriptomic signatures of neuronal differentiation and maturation using iPSCs

EE Burke, JG Chenoweth, JH Shin, View ORCID ProfileL Collado-Torres, SK Kim, N Micali, Y Wang, RE Straub, View ORCID ProfileDJ Hoeppner, HY Chen, A Lescure, K Shibbani, GR Hamersky, View ORCID ProfileBN Phan, WS Ulrich, C Valencia, A Jaishankar, View ORCID ProfileAJ Price, A Rajpurohit, View ORCID ProfileSA Semick, R Bürli, View ORCID ProfileJC Barrow, DJ Hiler, SC Page, View ORCID ProfileK Martinowich, TM Hyde, JE Kleinman, KF Berman, JA Apud, View ORCID ProfileAJ Cross, NJ Brandon, DR Weinberger, View ORCID ProfileBJ Maher, RDG McKay, View ORCID ProfileAE Jaffe
doi: https://doi.org/10.1101/380758
EE Burke
1Lieber Institute for Brain Development, Baltimore, MD
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JG Chenoweth
1Lieber Institute for Brain Development, Baltimore, MD
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JH Shin
1Lieber Institute for Brain Development, Baltimore, MD
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L Collado-Torres
1Lieber Institute for Brain Development, Baltimore, MD
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SK Kim
1Lieber Institute for Brain Development, Baltimore, MD
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N Micali
1Lieber Institute for Brain Development, Baltimore, MD
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Y Wang
1Lieber Institute for Brain Development, Baltimore, MD
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RE Straub
1Lieber Institute for Brain Development, Baltimore, MD
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DJ Hoeppner
1Lieber Institute for Brain Development, Baltimore, MD
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HY Chen
1Lieber Institute for Brain Development, Baltimore, MD
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A Lescure
1Lieber Institute for Brain Development, Baltimore, MD
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K Shibbani
1Lieber Institute for Brain Development, Baltimore, MD
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GR Hamersky
1Lieber Institute for Brain Development, Baltimore, MD
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BN Phan
1Lieber Institute for Brain Development, Baltimore, MD
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WS Ulrich
1Lieber Institute for Brain Development, Baltimore, MD
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C Valencia
1Lieber Institute for Brain Development, Baltimore, MD
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A Jaishankar
1Lieber Institute for Brain Development, Baltimore, MD
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AJ Price
1Lieber Institute for Brain Development, Baltimore, MD
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A Rajpurohit
1Lieber Institute for Brain Development, Baltimore, MD
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SA Semick
1Lieber Institute for Brain Development, Baltimore, MD
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R Bürli
1Lieber Institute for Brain Development, Baltimore, MD
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JC Barrow
1Lieber Institute for Brain Development, Baltimore, MD
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DJ Hiler
1Lieber Institute for Brain Development, Baltimore, MD
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SC Page
1Lieber Institute for Brain Development, Baltimore, MD
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K Martinowich
1Lieber Institute for Brain Development, Baltimore, MD
3Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, MD
4Department of Neuroscience, Johns Hopkins School of Medicine, Baltimore, MD
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TM Hyde
1Lieber Institute for Brain Development, Baltimore, MD
3Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, MD
5Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD
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JE Kleinman
1Lieber Institute for Brain Development, Baltimore, MD
3Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, MD
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KF Berman
6Clinical and Translational Neuroscience Branch, NIMH Intramural Research Program, Bethesda, MD
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JA Apud
6Clinical and Translational Neuroscience Branch, NIMH Intramural Research Program, Bethesda, MD
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AJ Cross
7Neuroscience, IMED Biotech Unit, AstraZeneca, Boston, MA
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NJ Brandon
7Neuroscience, IMED Biotech Unit, AstraZeneca, Boston, MA
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DR Weinberger
1Lieber Institute for Brain Development, Baltimore, MD
3Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, MD
4Department of Neuroscience, Johns Hopkins School of Medicine, Baltimore, MD
5Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD
8McKusick Nathans Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, MD
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BJ Maher
1Lieber Institute for Brain Development, Baltimore, MD
3Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, MD
4Department of Neuroscience, Johns Hopkins School of Medicine, Baltimore, MD
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RDG McKay
1Lieber Institute for Brain Development, Baltimore, MD
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  • For correspondence: ronald.mckay@libd.org andrew.jaffe@libd.org
AE Jaffe
1Lieber Institute for Brain Development, Baltimore, MD
3Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, MD
8McKusick Nathans Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, MD
9Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
10Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
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  • For correspondence: ronald.mckay@libd.org andrew.jaffe@libd.org
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Summary

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 nine time points over 5 broad conditions: self-renewal, early neuronal differentiation, neural precursor cells (NPCs), assembled rosettes, and differentiated neuronal cells that were validated using electrophysiology. We identified widespread changes in the expression of individual transcript features and their splice variants, gene networks, and global patterns of transcription. We next demonstrated that co-culturing human NPCs with rodent astrocytes resulted in mutually synergistic maturation, and that cell type-specific expression data can be extracted using only sequencing read alignments without potentially disruptive cell sorting. We lastly developed and validated a computational tool to estimate the relative neuronal maturity of iPSC-derived neuronal cultures and human brain tissue, which were maturationally heterogeneous but contained subsets of cells most akin to adult human neurons.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted July 31, 2018.
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Dissecting transcriptomic signatures of neuronal differentiation and maturation using iPSCs
EE Burke, JG Chenoweth, JH Shin, L Collado-Torres, SK Kim, N Micali, Y Wang, RE Straub, DJ Hoeppner, HY Chen, A Lescure, K Shibbani, GR Hamersky, BN Phan, WS Ulrich, C Valencia, A Jaishankar, AJ Price, A Rajpurohit, SA Semick, R Bürli, JC Barrow, DJ Hiler, SC Page, K Martinowich, TM Hyde, JE Kleinman, KF Berman, JA Apud, AJ Cross, NJ Brandon, DR Weinberger, BJ Maher, RDG McKay, AE Jaffe
bioRxiv 380758; doi: https://doi.org/10.1101/380758
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Dissecting transcriptomic signatures of neuronal differentiation and maturation using iPSCs
EE Burke, JG Chenoweth, JH Shin, L Collado-Torres, SK Kim, N Micali, Y Wang, RE Straub, DJ Hoeppner, HY Chen, A Lescure, K Shibbani, GR Hamersky, BN Phan, WS Ulrich, C Valencia, A Jaishankar, AJ Price, A Rajpurohit, SA Semick, R Bürli, JC Barrow, DJ Hiler, SC Page, K Martinowich, TM Hyde, JE Kleinman, KF Berman, JA Apud, AJ Cross, NJ Brandon, DR Weinberger, BJ Maher, RDG McKay, AE Jaffe
bioRxiv 380758; doi: https://doi.org/10.1101/380758

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