Robotic High-Throughput Biomanufacturing and Functional Differentiation of Human Pluripotent Stem Cells

Efficient translation of human induced pluripotent stem cells (hiPSCs) depends on implementing scalable cell manufacturing strategies that ensure optimal self-renewal and functional differentiation. Currently, manual culture of hiPSCs is highly variable and labor-intensive posing significant challenges for high-throughput applications. Here, we established a robotic platform and automated all essential steps of hiPSC culture and differentiation under chemically defined conditions. This streamlined approach allowed rapid and standardized manufacturing of billions of hiPSCs that can be produced in parallel from up to 90 different patient-and disease-specific cell lines. Moreover, we established automated multi-lineage differentiation to generate primary embryonic germ layers and more mature phenotypes such as neurons, cardiomyocytes, and hepatocytes. To validate our approach, we carefully compared robotic and manual cell culture and performed molecular and functional cell characterizations (e.g. bulk culture and single-cell transcriptomics, mass cytometry, metabolism, electrophysiology, Zika virus experiments) in order to benchmark industrial-scale cell culture operations towards building an integrated platform for efficient cell manufacturing for disease modeling, drug screening, and cell therapy. Combining stem cell-based models and non-stop robotic cell culture may become a powerful strategy to increase scientific rigor and productivity, which are particularly important during public health emergencies (e.g. opioid crisis, COVID-19 pandemic).

[1]  Daniel Coca,et al.  Time-Lapse Analysis of Human Embryonic Stem Cells Reveals Multiple Bottlenecks Restricting Colony Formation and Their Relief upon Culture Adaptation , 2014, Stem cell reports.

[2]  Hiroo Iwata,et al.  Long-term maintenance of human induced pluripotent stem cells by automated cell culture system , 2015, Scientific Reports.

[3]  T. Maclachlan,et al.  Tumorigenicity assessment of cell therapy products: the need for global consensus and points to consider. , 2019, Cytotherapy.

[4]  M. Pera Perspectives from the New Editor-in-Chief, Martin Pera , 2019, Stem cell reports.

[5]  Philipp Wiedemann,et al.  Automated real-time monitoring of human pluripotent stem cell aggregation in stirred tank reactors , 2019, Scientific Reports.

[6]  K. Sermon,et al.  Higher-Density Culture in Human Embryonic Stem Cells Results in DNA Damage and Genome Instability , 2016, Stem cell reports.

[7]  Yasuyuki Sakai,et al.  Effects of glucose, lactate and basic FGF as limiting factors on the expansion of human induced pluripotent stem cells. , 2018, Journal of bioscience and bioengineering.

[8]  S. Lipton,et al.  Quantitative Analysis of Human Pluripotency and Neural Specification by In-Depth (Phospho)Proteomic Profiling , 2016, Stem cell reports.

[9]  R. Kümmerli,et al.  Quorum sensing triggers the stochastic escape of individual cells from Pseudomonas putida biofilms , 2015, Nature Communications.

[10]  Marcela V Maus,et al.  Biomanufacturing for clinically advanced cell therapies , 2018, Nature Biomedical Engineering.

[11]  R. Jaenisch,et al.  Genome-wide CRISPR screen for Zika virus resistance in human neural cells , 2019, Proceedings of the National Academy of Sciences.

[12]  K. Kehn-Hall,et al.  Viral concentration determination through plaque assays: using traditional and novel overlay systems. , 2014, Journal of visualized experiments : JoVE.

[13]  Eli R. Zunder,et al.  A continuous molecular roadmap to iPSC reprogramming through progression analysis of single-cell mass cytometry. , 2015, Cell stem cell.

[14]  S. Duncan,et al.  Differentiation of hepatocytes from pluripotent stem cells. , 2013, Current protocols in stem cell biology.

[15]  Lee L. Rubin,et al.  Large-Scale Production of Mature Neurons from Human Pluripotent Stem Cells in a Three-Dimensional Suspension Culture System , 2016, Stem cell reports.

[16]  M. Tomishima,et al.  Highly efficient neural conversion of human ES and iPS cells by dual inhibition of SMAD signaling , 2009, Nature Biotechnology.

[17]  Molecular and functional variation in iPSC-derived sensory neurons , 2017 .

[18]  Austin G Smith,et al.  Automated Large-Scale Culture and Medium-Throughput Chemical Screen for Modulators of Proliferation and Viability of Human Induced Pluripotent Stem Cell–Derived Neuroepithelial-like Stem Cells , 2013, Journal of biomolecular screening.

[19]  Yonatan Y Lipsitz,et al.  CD24 tracks divergent pluripotent states in mouse and human cells , 2015, Nature Communications.

[20]  K. Krause,et al.  Cellular diversity within embryonic stem cells: pluripotent clonal sublines show distinct differentiation potential , 2012, Journal of cellular and molecular medicine.

[21]  A. Hewitt,et al.  Automated Cell Culture Systems and Their Applications to Human Pluripotent Stem Cell Studies , 2018, SLAS technology.

[22]  David J. Williams,et al.  Comparability of automated human induced pluripotent stem cell culture: a pilot study , 2016, Bioprocess and Biosystems Engineering.

[23]  Amanda R. Kulick,et al.  CryoPause: A New Method to Immediately Initiate Experiments after Cryopreservation of Pluripotent Stem Cells , 2017, Stem cell reports.

[24]  Christian M. Metallo,et al.  Distinct Metabolic States Can Support Self-Renewal and Lipogenesis in Human Pluripotent Stem Cells under Different Culture Conditions. , 2016, Cell reports.

[25]  David J. Williams,et al.  Automated, scalable culture of human embryonic stem cells in feeder‐free conditions , 2009, Biotechnology and bioengineering.

[26]  Yan Li,et al.  Stem cell engineering in bioreactors for large‐scale bioprocessing , 2014 .

[27]  Joe Z. Zhang,et al.  Single-Cell RNA Sequencing of Human Embryonic Stem Cell Differentiation Delineates Adverse Effects of Nicotine on Embryonic Development , 2019, Stem cell reports.

[28]  J. Rinn,et al.  A comparison of genetically matched cell lines reveals the equivalence of human iPSCs and ESCs , 2015, Nature Biotechnology.

[29]  David W. Nauen,et al.  Brain-Region-Specific Organoids Using Mini-bioreactors for Modeling ZIKV Exposure , 2016, Cell.

[30]  Michael J Sailor,et al.  Mesoporous silicon sponge as an anti-pulverization structure for high-performance lithium-ion battery anodes , 2014, Nature Communications.

[31]  Douglas A. Melton,et al.  Charting cellular identity during human in vitro β-cell differentiation , 2019, Nature.

[32]  P. Burridge,et al.  Negligible-Cost and Weekend-Free Chemically Defined Human iPSC Culture , 2019, bioRxiv.

[33]  C. Mummery,et al.  International Coordination of Large-Scale Human Induced Pluripotent Stem Cell Initiatives: Wellcome Trust and ISSCR Workshops White Paper , 2014, Stem cell reports.

[34]  Peng Jin,et al.  Zika Virus Infects Human Cortical Neural Progenitors and Attenuates Their Growth. , 2016, Cell stem cell.

[35]  Daniel R. Berger,et al.  Cell diversity and network dynamics in photosensitive human brain organoids , 2017, Nature.

[36]  Jennifer M. Bolin,et al.  Chemically defined conditions for human iPS cell derivation and culture , 2011, Nature Methods.

[37]  J. Thomson,et al.  Derivation of human embryonic stem cells in defined conditions , 2006, Nature Biotechnology.

[38]  Malgorzata Nowicka,et al.  CyTOF workflow: differential discovery in high-throughput high-dimensional cytometry datasets. , 2019, F1000Research.

[39]  S. Gerecht,et al.  Scalable expansion of human induced pluripotent stem cells in the defined xeno-free E8 medium under adherent and suspension culture conditions. , 2013, Stem cell research.

[40]  S. Warfield,et al.  Fetal Neuropathology in Zika Virus-Infected Pregnant Female Rhesus Monkeys , 2018, Cell.

[41]  Marc Hafner,et al.  A Multi-center Study on the Reproducibility of Drug-Response Assays in Mammalian Cell Lines , 2019, Cell systems.

[42]  Negligible-Cost and Weekend-Free Chemically Defined Human iPSC Culture , 2020, Stem cell reports.

[43]  L. Levin,et al.  Biodiversity on the Rocks: Macrofauna Inhabiting Authigenic Carbonate at Costa Rica Methane Seeps , 2015, PloS one.

[44]  R. Lanza,et al.  Next-generation stem cells — ushering in a new era of cell-based therapies , 2020, Nature Reviews Drug Discovery.

[45]  C. Svendsen,et al.  Multi-lineage Human iPSC-Derived Platforms for Disease Modeling and Drug Discovery. , 2020, Cell stem cell.

[46]  Todd C McDevitt,et al.  Aggregate formation and suspension culture of human pluripotent stem cells and differentiated progeny. , 2016, Methods.

[47]  J. Kere,et al.  Clonal culturing of human embryonic stem cells on laminin-521/E-cadherin matrix in defined and xeno-free environment , 2014, Nature Communications.

[48]  J. Thomson,et al.  Embryonic stem cell lines derived from human blastocysts. , 1998, Science.

[49]  S. Acton,et al.  Cell-Type Specific Signalling Networks in Heterocellular Organoids , 2020, Nature Methods.

[50]  K. Plath,et al.  Glycolytic Metabolism Plays a Functional Role in Regulating Human Pluripotent Stem Cell State. , 2016, Cell stem cell.

[51]  Qisheng Zhang,et al.  High-Content Screening in hPSC-Neural Progenitors Identifies Drug Candidates that Inhibit Zika Virus Infection in Fetal-like Organoids and Adult Brain. , 2017, Cell stem cell.

[52]  Chad A. Cowan,et al.  Marked differences in differentiation propensity among human embryonic stem cell lines , 2008, Nature Biotechnology.

[53]  Madeline A. Lancaster,et al.  Cerebral organoids model human brain development and microcephaly , 2013, Nature.

[54]  Robinson CyTOF workflow: Differential discovery in high-throughput , 2019 .

[55]  A. Meissner,et al.  A qPCR ScoreCard quantifies the differentiation potential of human pluripotent stem cells , 2015 .

[56]  Christopher M. DeBoever,et al.  iPSCORE: A Resource of 222 iPSC Lines Enabling Functional Characterization of Genetic Variation across a Variety of Cell Types , 2017, Stem cell reports.

[57]  David J. Williams,et al.  Investigating the feasibility of scale up and automation of human induced pluripotent stem cells cultured in aggregates in feeder free conditions☆ , 2014, Journal of biotechnology.

[58]  Andrea Wiggins,et al.  Investing in citizen science can improve natural resource management and environmental protection , 2015 .

[59]  S. Nishikawa,et al.  A ROCK inhibitor permits survival of dissociated human embryonic stem cells , 2007, Nature Biotechnology.

[60]  Alexander Meissner,et al.  Automated, high-throughput derivation, characterization and differentiation of induced pluripotent stem cells , 2015, Nature Methods.

[61]  Kristopher L. Nazor,et al.  Increased Risk of Genetic and Epigenetic Instability in Human Embryonic Stem Cells Associated with Specific Culture Conditions , 2015, PloS one.

[62]  M. Frotscher,et al.  Defining the actual sensitivity and specificity of the neurosphere assay in stem cell biology , 2006, Nature Methods.

[63]  D. Melton,et al.  An improved ScoreCard to assess the differentiation potential of human pluripotent stem cells , 2015, Nature Biotechnology.

[64]  P. Cahan,et al.  Origins and implications of pluripotent stem cell variability and heterogeneity , 2013, Nature Reviews Molecular Cell Biology.