1
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Pahl MC, Doege CA, Hodge KM, Littleton SH, Leonard ME, Lu S, Rausch R, Pippin JA, De Rosa MC, Basak A, Bradfield JP, Hammond RK, Boehm K, Berkowitz RI, Lasconi C, Su C, Chesi A, Johnson ME, Wells AD, Voight BF, Leibel RL, Cousminer DL, Grant SFA. Cis-regulatory architecture of human ESC-derived hypothalamic neuron differentiation aids in variant-to-gene mapping of relevant complex traits. Nat Commun 2021; 12:6749. [PMID: 34799566 PMCID: PMC8604959 DOI: 10.1038/s41467-021-27001-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Accepted: 10/27/2021] [Indexed: 11/09/2022] Open
Abstract
The hypothalamus regulates metabolic homeostasis by influencing behavior and endocrine systems. Given its role governing key traits, such as body weight and reproductive timing, understanding the genetic regulation of hypothalamic development and function could yield insights into disease pathogenesis. However, given its inaccessibility, studying human hypothalamic gene regulation has proven challenging. To address this gap, we generate a high-resolution chromatin architecture atlas of an established embryonic stem cell derived hypothalamic-like neuron model across three stages of in vitro differentiation. We profile accessible chromatin and identify physical contacts between gene promoters and putative cis-regulatory elements to characterize global regulatory landscape changes during hypothalamic differentiation. Next, we integrate these data with GWAS loci for various complex traits, identifying multiple candidate effector genes. Our results reveal common target genes for these traits, potentially affecting core developmental pathways. Our atlas will enable future efforts to determine hypothalamic mechanisms influencing disease susceptibility.
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Affiliation(s)
- Matthew C Pahl
- Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Claudia A Doege
- Department of Pathology, Naomi Berrie Diabetes Center, Columbia Stem Cell Initiative, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Kenyaita M Hodge
- Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Sheridan H Littleton
- Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Michelle E Leonard
- Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Sumei Lu
- Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Rick Rausch
- Department of Pediatrics, Naomi Berrie Diabetes Center, Columbia Stem Cell Initiative, Columbia University, Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - James A Pippin
- Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Maria Caterina De Rosa
- Department of Pediatrics, Naomi Berrie Diabetes Center, Columbia Stem Cell Initiative, Columbia University, Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Alisha Basak
- Department of Pediatrics, Naomi Berrie Diabetes Center, Columbia Stem Cell Initiative, Columbia University, Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Jonathan P Bradfield
- Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Reza K Hammond
- Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Keith Boehm
- Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Robert I Berkowitz
- Department of Pediatrics, The University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA
| | - Chiara Lasconi
- Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
- Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Chun Su
- Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Alessandra Chesi
- Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
- Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Matthew E Johnson
- Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Andrew D Wells
- Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
- Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Benjamin F Voight
- Department of Genetics, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Rudolph L Leibel
- Division of Molecular Genetics (Pediatrics) and the Naomi Berrie Diabetes Center, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA
| | - Diana L Cousminer
- Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
- Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
- Department of Genetics, University of Pennsylvania, Philadelphia, PA, 19104, USA
- GSK, Human Genetics and Computational Biology, 1250 South Collegeville Road, Collegeville, PA, 19426, USA
| | - Struan F A Grant
- Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA.
- Department of Pediatrics, The University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA.
- Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA.
- Department of Genetics, University of Pennsylvania, Philadelphia, PA, 19104, USA.
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2
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Keen KL, Petersen AJ, Figueroa AG, Fordyce BI, Shin J, Yadav R, Erdin S, Pearce RA, Talkowski ME, Bhattacharyya A, Terasawa E. Physiological Characterization and Transcriptomic Properties of GnRH Neurons Derived From Human Stem Cells. Endocrinology 2021; 162:6298609. [PMID: 34125902 PMCID: PMC8294693 DOI: 10.1210/endocr/bqab120] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Indexed: 12/23/2022]
Abstract
Gonadotropin-releasing hormone (GnRH) neurons in the hypothalamus play a key role in the regulation of reproductive function. In this study, we sought an efficient method for generating GnRH neurons from human embryonic and induced pluripotent stem cells (hESC and hiPSC, respectively). First, we found that exposure of primitive neuroepithelial cells, rather than neuroprogenitor cells, to fibroblast growth factor 8 (FGF8), was more effective in generating GnRH neurons. Second, addition of kisspeptin to FGF8 further increased the efficiency rates of GnRH neurogeneration. Third, we generated a fluorescent marker mCherry labeled human embryonic GnRH cell line (mCh-hESC) using a CRISPR-Cas9 targeting approach. Fourth, we examined physiological characteristics of GnRH (mCh-hESC) neurons: similar to GnRH neurons in vivo, they released the GnRH peptide in a pulsatile manner at ~60 min intervals; GnRH release increased in response to high potassium, kisspeptin, estradiol, and neurokinin B challenges; and injection of depolarizing current induced action potentials. Finally, we characterized developmental changes in transcriptomes of GnRH neurons using hESC, hiPSC, and mCh-hESC. The developmental pattern of transcriptomes was remarkably similar among the 3 cell lines. Collectively, human stem cell-derived GnRH neurons will be an important tool for establishing disease models to understand diseases, such as idiopathic hypothalamic hypogonadism, and testing contraceptive drugs.
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Affiliation(s)
- Kim L Keen
- Wisconsin National Primate Research Center, University of Wisconsin, Madison, WI, USA
| | - Andrew J Petersen
- Waisman Center, Graduate School, University of Wisconsin, Madison, WI, USA
| | - Alexander G Figueroa
- Department of Anesthesiology, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Benjamin I Fordyce
- Wisconsin National Primate Research Center, University of Wisconsin, Madison, WI, USA
| | - Jaeweon Shin
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Rachita Yadav
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Program in Medical and Population Genetics and Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, USA
| | - Serkan Erdin
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Program in Medical and Population Genetics and Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, USA
| | - Robert A Pearce
- Department of Anesthesiology, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Michael E Talkowski
- Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Program in Medical and Population Genetics and Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, USA
| | - Anita Bhattacharyya
- Waisman Center, Graduate School, University of Wisconsin, Madison, WI, USA
- Department of Cell and Regenerative Medicine, University of Wisconsin, Madison, WI, USA
| | - Ei Terasawa
- Wisconsin National Primate Research Center, University of Wisconsin, Madison, WI, USA
- Department of Pediatrics, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
- Correspondence: Ei Terasawa, PhD, Wisconsin National Primate Research Center, University of Wisconsin, 1223 Capitol Court, Madison, WI 53715-1299, USA.
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3
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Jang JH, Kim MS, Antao AM, Jo WJ, Kim HJ, Kim SJ, Choi MJ, Ramakrishna S, Kim KS. Bioactive Lipid O-cyclic phytosphingosine-1-phosphate Promotes Differentiation of Human Embryonic Stem Cells into Cardiomyocytes via ALK3/BMPR Signaling. Int J Mol Sci 2021; 22:ijms22137015. [PMID: 34209900 PMCID: PMC8267745 DOI: 10.3390/ijms22137015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 06/25/2021] [Accepted: 06/27/2021] [Indexed: 12/04/2022] Open
Abstract
Adult human cardiomyocytes have an extremely limited proliferative capacity, which poses a great barrier to regenerative medicine and research. Human embryonic stem cells (hESCs) have been proposed as an alternative source to generate large numbers of clinical grade cardiomyocytes (CMs) that can have potential therapeutic applications to treat cardiac diseases. Previous studies have shown that bioactive lipids are involved in diverse cellular responses including cardiogenesis. In this study, we explored the novel function of the chemically synthesized bioactive lipid O-cyclic phytosphingosine-1-phosphate (cP1P) as an inducer of cardiac differentiation. Here, we identified cP1P as a novel factor that significantly enhances the differentiation potential of hESCs into cardiomyocytes. Treatment with cP1P augments the beating colony number and contracting area of CMs. Furthermore, we elucidated the molecular mechanism of cP1P regulating SMAD1/5/8 signaling via the ALK3/BMP receptor cascade during cardiac differentiation. Our result provides a new insight for cP1P usage to improve the quality of CM differentiation for regenerative therapies.
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Affiliation(s)
- Ji-Hye Jang
- Graduate School of Biomedical Science and Engineering, Hanyang University, Seoul 04763, Korea; (J.-H.J.); (M.-S.K.); (A.M.A.); (W.-J.J.); (H.-J.K.)
| | - Min-Seong Kim
- Graduate School of Biomedical Science and Engineering, Hanyang University, Seoul 04763, Korea; (J.-H.J.); (M.-S.K.); (A.M.A.); (W.-J.J.); (H.-J.K.)
| | - Ainsley Mike Antao
- Graduate School of Biomedical Science and Engineering, Hanyang University, Seoul 04763, Korea; (J.-H.J.); (M.-S.K.); (A.M.A.); (W.-J.J.); (H.-J.K.)
| | - Won-Jun Jo
- Graduate School of Biomedical Science and Engineering, Hanyang University, Seoul 04763, Korea; (J.-H.J.); (M.-S.K.); (A.M.A.); (W.-J.J.); (H.-J.K.)
| | - Hyung-Joon Kim
- Graduate School of Biomedical Science and Engineering, Hanyang University, Seoul 04763, Korea; (J.-H.J.); (M.-S.K.); (A.M.A.); (W.-J.J.); (H.-J.K.)
| | - Su-Jin Kim
- Axceso Biopharma Co., Ltd., Yongin 16914, Korea; (S.-J.K.); (M.-J.C.)
| | - Myeong-Jun Choi
- Axceso Biopharma Co., Ltd., Yongin 16914, Korea; (S.-J.K.); (M.-J.C.)
| | - Suresh Ramakrishna
- Graduate School of Biomedical Science and Engineering, Hanyang University, Seoul 04763, Korea; (J.-H.J.); (M.-S.K.); (A.M.A.); (W.-J.J.); (H.-J.K.)
- College of Medicine, Hanyang University, Seoul 04763, Korea
- Correspondence: or (S.R.); (K.-S.K.)
| | - Kye-Seong Kim
- Graduate School of Biomedical Science and Engineering, Hanyang University, Seoul 04763, Korea; (J.-H.J.); (M.-S.K.); (A.M.A.); (W.-J.J.); (H.-J.K.)
- College of Medicine, Hanyang University, Seoul 04763, Korea
- Correspondence: or (S.R.); (K.-S.K.)
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4
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Zhu Y, Sazer D, Miller JS, Warmflash A. Rapid fabrication of hydrogel micropatterns by projection stereolithography for studying self-organized developmental patterning. PLoS One 2021; 16:e0245634. [PMID: 34077425 PMCID: PMC8172057 DOI: 10.1371/journal.pone.0245634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 04/29/2021] [Indexed: 11/30/2022] Open
Abstract
Self-organized patterning of mammalian embryonic stem cells on micropatterned surfaces has previously been established as an in vitro platform for early mammalian developmental studies, complimentary to in vivo studies. Traditional micropatterning methods, such as micro-contact printing (μCP), involve relatively complicated fabrication procedures, which restricts widespread adoption by biologists. Here, we demonstrate a rapid method of micropatterning by printing hydrogel micro-features onto a glass-bottomed culture vessel. The micro-features are printed using a projection stereolithography bioprinter yielding hydrogel structures that geometrically restrict the attachment of cells or proteins. Compared to traditional and physical photomasks, a digitally tunable virtual photomask is used in the projector to generate blue light patterns that enable rapid iteration with minimal cost and effort. We show that a protocol that makes use of this method together with LN521 coating, an extracellular matrix coating, creates a surface suitable for human embryonic stem cell (hESC) attachment and growth with minimal non-specific adhesion. We further demonstrate that self-patterning of hESCs following previously published gastrulation and ectodermal induction protocols achieves results comparable with those obtained with commercially available plates.
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Affiliation(s)
- Ye Zhu
- Department of Bioengineering, Rice University, Houston, Texas, United States of America
| | - Daniel Sazer
- Department of Bioengineering, Rice University, Houston, Texas, United States of America
| | - Jordan S. Miller
- Department of Bioengineering, Rice University, Houston, Texas, United States of America
- * E-mail: (JSM); (AW)
| | - Aryeh Warmflash
- Department of Bioengineering, Rice University, Houston, Texas, United States of America
- Department of Biosciences, Rice University, Houston, Texas, United States of America
- * E-mail: (JSM); (AW)
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5
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Brown J, Barry C, Schmitz MT, Argus C, Bolin JM, Schwartz MP, Van Aartsen A, Steill J, Swanson S, Stewart R, Thomson JA, Kendziorski C. Interspecies chimeric conditions affect the developmental rate of human pluripotent stem cells. PLoS Comput Biol 2021; 17:e1008778. [PMID: 33647016 PMCID: PMC7951976 DOI: 10.1371/journal.pcbi.1008778] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 03/11/2021] [Accepted: 02/08/2021] [Indexed: 12/17/2022] Open
Abstract
Human pluripotent stem cells hold significant promise for regenerative medicine. However, long differentiation protocols and immature characteristics of stem cell-derived cell types remain challenges to the development of many therapeutic applications. In contrast to the slow differentiation of human stem cells in vitro that mirrors a nine-month gestation period, mouse stem cells develop according to a much faster three-week gestation timeline. Here, we tested if co-differentiation with mouse pluripotent stem cells could accelerate the differentiation speed of human embryonic stem cells. Following a six-week RNA-sequencing time course of neural differentiation, we identified 929 human genes that were upregulated earlier and 535 genes that exhibited earlier peaked expression profiles in chimeric cell cultures than in human cell cultures alone. Genes with accelerated upregulation were significantly enriched in Gene Ontology terms associated with neurogenesis, neuron differentiation and maturation, and synapse signaling. Moreover, chimeric mixed samples correlated with in utero human embryonic samples earlier than human cells alone, and acceleration was dose-dependent on human-mouse co-culture ratios. The altered gene expression patterns and developmental rates described in this report have implications for accelerating human stem cell differentiation and the use of interspecies chimeric embryos in developing human organs for transplantation.
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Affiliation(s)
- Jared Brown
- Department of Statistics, University of Wisconsin-Madison, Wisconsin, United States of America
- * E-mail: (JB); (CK)
| | - Christopher Barry
- Morgridge Institute for Research, Madison, Wisconsin, United States of America
| | - Matthew T. Schmitz
- Morgridge Institute for Research, Madison, Wisconsin, United States of America
| | - Cara Argus
- Morgridge Institute for Research, Madison, Wisconsin, United States of America
| | - Jennifer M. Bolin
- Morgridge Institute for Research, Madison, Wisconsin, United States of America
| | - Michael P. Schwartz
- NSF Center for Sustainable Nanotechnology, Department of Chemistry, University of Wisconsin-Madison, Wisconsin, United States of America
| | - Amy Van Aartsen
- Morgridge Institute for Research, Madison, Wisconsin, United States of America
| | - John Steill
- Morgridge Institute for Research, Madison, Wisconsin, United States of America
| | - Scott Swanson
- Morgridge Institute for Research, Madison, Wisconsin, United States of America
| | - Ron Stewart
- Morgridge Institute for Research, Madison, Wisconsin, United States of America
| | - James A. Thomson
- Morgridge Institute for Research, Madison, Wisconsin, United States of America
- Department of Cell and Regenerative Biology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, United States of America
- Department of Molecular, Cellular, and Developmental Biology, University of California, Santa Barbara, California, United States of America
| | - Christina Kendziorski
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Wisconsin, United States of America
- * E-mail: (JB); (CK)
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6
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Aghayee A, Ashton R. Methods for Controlled Induction of Singular Rosette Cytoarchitecture Within Human Pluripotent Stem Cell-Derived Neural Multicellular Assemblies. Methods Mol Biol 2021; 2258:193-203. [PMID: 33340362 DOI: 10.1007/978-1-0716-1174-6_13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Neurally differentiating human pluripotent stem cells (hPSCs) possess the ability to self-organize into structures reminiscent of the developing fetal brain. In 2- and 3D cultures, this phenomenon initiates with formation of polarized areas of neural stem cells (NSCs), known as rosettes that resemble cross-sectional slices of the embryonic neural tube, i.e., the central nervous system (CNS) anlage. Thus, neural rosettes serve as an excellent starting point for bioengineering tissue models of all CNS tissues. Here, we provide detailed methods for bioengineering controlled induction of hPSC-derived neural assemblies with a biomimetic, singular neural rosette cytoarchitecture.
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Affiliation(s)
- Alireza Aghayee
- Wisconsin Institute for Discovery, University of Wisconsin-Madison, Madison, WI, USA
- Department of Material Science and Engineering, University of Wisconsin-Madison, Madison, WI, USA
| | - Randolph Ashton
- Wisconsin Institute for Discovery, University of Wisconsin-Madison, Madison, WI, USA.
- Department of Material Science and Engineering, University of Wisconsin-Madison, Madison, WI, USA.
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, USA.
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7
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Lawton BR, Martineau C, Sosa JA, Roman S, Gibson CE, Levine MA, Krause DS. Differentiation of PTH-Expressing Cells From Human Pluripotent Stem Cells. Endocrinology 2020; 161:5893997. [PMID: 32810225 PMCID: PMC7505176 DOI: 10.1210/endocr/bqaa141] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Accepted: 08/07/2020] [Indexed: 12/13/2022]
Abstract
Differentiation of pluripotent stem cells into functional parathyroid-like cells would accelerate development of important therapeutic options for subjects with parathyroid-related disorders, from the design and screening of novel pharmaceutical agents to the development of durable cellular therapies. We have established a highly reproducible directed differentiation approach leading to PTH-expressing cells from human embryonic stem cells and induced pluripotent stem cells. We accomplished this through the comparison of multiple different basal media, the inclusion of the CDK inhibitor PD0332991 in both definitive endoderm and anterior foregut endoderm stages, and a 2-stage pharyngeal endoderm series. This is the first protocol to reproducibly establish PTH-expressing cells from human pluripotent stem cells and represents a first step toward the development of functional parathyroid cells with broad applicability for medicinal and scientific investigation.
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Affiliation(s)
- Betty R Lawton
- Department of Laboratory Medicine, Yale Stem Cell Center, Yale University, New Haven, Connecticut
| | - Corine Martineau
- Center for Bone Health and Division of Endocrinology and Diabetes, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Julie Ann Sosa
- Department of Surgery, University of California San Francisco, San Francisco, California
| | - Sanziana Roman
- Department of Surgery, University of California San Francisco, San Francisco, California
| | | | - Michael A Levine
- Center for Bone Health and Division of Endocrinology and Diabetes, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Diane S Krause
- Department of Laboratory Medicine, Cell Biology, Yale Stem Cell Center, Yale University, New Haven, Connecticut
- Department of Pathology, Yale Stem Cell Center, Yale University, New Haven, Connecticut
- Correspondence: Diane S. Krause, Yale University, Yale Stem Cell Center, 333 Cedar Street, New Haven, Connecticut 06520-8035, USA. E-mail:
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Paniza T, Deshpande M, Wang N, O’Neil R, Zuccaro MV, Smith ME, Madireddy A, James D, Ecker J, Rosenwaks Z, Egli D, Gerhardt J. Pluripotent stem cells with low differentiation potential contain incompletely reprogrammed DNA replication. J Cell Biol 2020; 219:e201909163. [PMID: 32673399 PMCID: PMC7480103 DOI: 10.1083/jcb.201909163] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 02/26/2020] [Accepted: 05/13/2020] [Indexed: 12/20/2022] Open
Abstract
Reprogrammed pluripotent stem cells (PSCs) are valuable for research and potentially for cell replacement therapy. However, only a fraction of reprogrammed PSCs are developmentally competent. Genomic stability and accurate DNA synthesis are fundamental for cell development and critical for safety. We analyzed whether defects in DNA replication contribute to genomic instability and the diverse differentiation potentials of reprogrammed PSCs. Using a unique single-molecule approach, we visualized DNA replication in isogenic PSCs generated by different reprogramming approaches, either somatic cell nuclear transfer (NT-hESCs) or with defined factors (iPSCs). In PSCs with lower differentiation potential, DNA replication was incompletely reprogrammed, and genomic instability increased during replicative stress. Reprogramming of DNA replication did not correlate with DNA methylation. Instead, fewer replication origins and a higher frequency of DNA breaks in PSCs with incompletely reprogrammed DNA replication were found. Given the impact of error-free DNA synthesis on the genomic integrity and differentiation proficiency of PSCs, analyzing DNA replication may be a useful quality control tool.
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Affiliation(s)
- Theodore Paniza
- The Ronald O. Perelman and Claudia Cohen Center for Reproductive Medicine, Weill Cornell Medicine, New York, NY
| | - Madhura Deshpande
- The Ronald O. Perelman and Claudia Cohen Center for Reproductive Medicine, Weill Cornell Medicine, New York, NY
| | - Ning Wang
- Department of Pediatrics, Columbia University, New York, NY
| | - Ryan O’Neil
- Plant Molecular and Cellular Biology Laboratory, Salk Institute, La Jolla, CA
| | - Michael V. Zuccaro
- Department of Pediatrics, Columbia University, New York, NY
- Department of Physiology and Cellular Biophysics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY
| | | | - Advaitha Madireddy
- Department of Pediatric Hematology/Oncology, Rutgers University, New Brunswick, NJ
| | - Daylon James
- The Ronald O. Perelman and Claudia Cohen Center for Reproductive Medicine, Weill Cornell Medicine, New York, NY
- Department of Obstetrics and Gynecology, Weill Cornell Medicine, New York, NY
| | - Joseph Ecker
- Plant Molecular and Cellular Biology Laboratory, Salk Institute, La Jolla, CA
| | - Zev Rosenwaks
- The Ronald O. Perelman and Claudia Cohen Center for Reproductive Medicine, Weill Cornell Medicine, New York, NY
| | - Dieter Egli
- Department of Pediatrics, Columbia University, New York, NY
| | - Jeannine Gerhardt
- The Ronald O. Perelman and Claudia Cohen Center for Reproductive Medicine, Weill Cornell Medicine, New York, NY
- Department of Obstetrics and Gynecology, Weill Cornell Medicine, New York, NY
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9
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Liu J, Liu S, Gao H, Han L, Chu X, Sheng Y, Shou W, Wang Y, Liu Y, Wan J, Yang L. Genome-wide studies reveal the essential and opposite roles of ARID1A in controlling human cardiogenesis and neurogenesis from pluripotent stem cells. Genome Biol 2020; 21:169. [PMID: 32646524 PMCID: PMC7350744 DOI: 10.1186/s13059-020-02082-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Accepted: 06/22/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Early human heart and brain development simultaneously occur during embryogenesis. Notably, in human newborns, congenital heart defects strongly associate with neurodevelopmental abnormalities, suggesting a common gene or complex underlying both cardiogenesis and neurogenesis. However, due to lack of in vivo studies, the molecular mechanisms that govern both early human heart and brain development remain elusive. RESULTS Here, we report ARID1A, a DNA-binding subunit of the SWI/SNF epigenetic complex, controls both neurogenesis and cardiogenesis from human embryonic stem cells (hESCs) through distinct mechanisms. Knockout-of-ARID1A (ARID1A-/-) leads to spontaneous differentiation of neural cells together with globally enhanced expression of neurogenic genes in undifferentiated hESCs. Additionally, when compared with WT hESCs, cardiac differentiation from ARID1A -/- hESCs is prominently suppressed, whereas neural differentiation is significantly promoted. Whole genome-wide scRNA-seq, ATAC-seq, and ChIP-seq analyses reveal that ARID1A is required to open chromatin accessibility on promoters of essential cardiogenic genes, and temporally associated with key cardiogenic transcriptional factors T and MEF2C during early cardiac development. However, during early neural development, transcription of most essential neurogenic genes is dependent on ARID1A, which can interact with a known neural restrictive silencer factor REST/NRSF. CONCLUSIONS We uncover the opposite roles by ARID1A to govern both early cardiac and neural development from pluripotent stem cells. Global chromatin accessibility on cardiogenic genes is dependent on ARID1A, whereas transcriptional activity of neurogenic genes is under control by ARID1A, possibly through ARID1A-REST/NRSF interaction.
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Affiliation(s)
- Juli Liu
- Department of Pediatrics, Herman B Wells Center for Pediatric Research, Indiana University School of Medicine, 1044 W Walnut Street, R4 272, Indianapolis, IN, 46202, USA
| | - Sheng Liu
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Hongyu Gao
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Lei Han
- Department of Pediatrics, Herman B Wells Center for Pediatric Research, Indiana University School of Medicine, 1044 W Walnut Street, R4 272, Indianapolis, IN, 46202, USA
| | - Xiaona Chu
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Yi Sheng
- Department of Obstetrics, Gynecology & Reproductive Sciences, Magee-Women's Research Institute, University of Pittsburgh, Pittsburgh, PA, 15213, USA
| | - Weinian Shou
- Department of Pediatrics, Herman B Wells Center for Pediatric Research, Indiana University School of Medicine, 1044 W Walnut Street, R4 272, Indianapolis, IN, 46202, USA
| | - Yue Wang
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Yunlong Liu
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
- Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
- Department of BioHealth Informatics, Indiana University School of Informatics and Computing, Indiana University - Purdue University Indianapolis, Indianapolis, IN, 46202, USA
| | - Jun Wan
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.
- Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.
- Department of BioHealth Informatics, Indiana University School of Informatics and Computing, Indiana University - Purdue University Indianapolis, Indianapolis, IN, 46202, USA.
| | - Lei Yang
- Department of Pediatrics, Herman B Wells Center for Pediatric Research, Indiana University School of Medicine, 1044 W Walnut Street, R4 272, Indianapolis, IN, 46202, USA.
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10
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Prodromidou K, Vlachos IS, Gaitanou M, Kouroupi G, Hatzigeorgiou AG, Matsas R. MicroRNA-934 is a novel primate-specific small non-coding RNA with neurogenic function during early development. eLife 2020; 9:e50561. [PMID: 32459171 PMCID: PMC7295570 DOI: 10.7554/elife.50561] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Accepted: 05/21/2020] [Indexed: 12/12/2022] Open
Abstract
Integrating differential RNA and miRNA expression during neuronal lineage induction of human embryonic stem cells we identified miR-934, a primate-specific miRNA that displays a stage-specific expression pattern during progenitor expansion and early neuron generation. We demonstrate the biological relevance of this finding by comparison with data from early to mid-gestation human cortical tissue. Further we find that miR-934 directly controls progenitor to neuroblast transition and impacts on neurite growth of newborn neurons. In agreement, miR-934 targets are involved in progenitor proliferation and neuronal differentiation whilst miR-934 inhibition results in profound global transcriptome changes associated with neurogenesis, axonogenesis, neuronal migration and neurotransmission. Interestingly, miR-934 inhibition affects the expression of genes associated with the subplate zone, a transient compartment most prominent in primates that emerges during early corticogenesis. Our data suggest that mir-934 is a novel regulator of early human neurogenesis with potential implications for a species-specific evolutionary role in brain function.
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Affiliation(s)
- Kanella Prodromidou
- Laboratory of Cellular and Molecular Neurobiology-Stem Cells, Department of Neurobiology, Hellenic Pasteur InstituteAthensGreece
| | - Ioannis S Vlachos
- Department of Pathology, Beth Israel Deaconess Medical CenterBostonUnited States
- DIANA-Lab, Hellenic Pasteur InstituteAthensGreece
- Harvard Medical SchoolBostonUnited States
- Broad Institute of MIT and HarvardCambridgeUnited States
| | - Maria Gaitanou
- Laboratory of Cellular and Molecular Neurobiology-Stem Cells, Department of Neurobiology, Hellenic Pasteur InstituteAthensGreece
| | - Georgia Kouroupi
- Laboratory of Cellular and Molecular Neurobiology-Stem Cells, Department of Neurobiology, Hellenic Pasteur InstituteAthensGreece
| | | | - Rebecca Matsas
- Laboratory of Cellular and Molecular Neurobiology-Stem Cells, Department of Neurobiology, Hellenic Pasteur InstituteAthensGreece
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11
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Griffiths R, Woods S, Cheng A, Wang P, Griffiths-Jones S, Ronshaugen M, Kimber SJ. The Transcription Factor-microRNA Regulatory Network during hESC-chondrogenesis. Sci Rep 2020; 10:4744. [PMID: 32179818 PMCID: PMC7075910 DOI: 10.1038/s41598-020-61734-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Accepted: 02/19/2020] [Indexed: 12/21/2022] Open
Abstract
Human embryonic stem cells (ESCs) offer a promising therapeutic approach for osteoarthritis (OA). The unlimited source of cells capable of differentiating to chondrocytes has potential for repairing damaged cartilage or to generate disease models via gene editing. However their use is limited by the efficiency of chondrogenic differentiation. An improved understanding of the transcriptional and post-transcriptional regulation of chondrogenesis will enable us to improve hESC chondrogenic differentiation protocols. Small RNA-seq and whole transcriptome sequencing was performed on distinct stages of hESC-directed chondrogenesis. This revealed significant changes in the expression of several microRNAs including upregulation of known cartilage associated microRNAs and those transcribed from the Hox complexes, and the downregulation of pluripotency associated microRNAs. Integration of miRomes and transcriptomes generated during hESC-directed chondrogenesis identified key functionally related clusters of co-expressed microRNAs and protein coding genes, associated with pluripotency, primitive streak, limb development and extracellular matrix. Analysis identified regulators of hESC-directed chondrogenesis such as miR-29c-3p with 10 of its established targets identified as co-regulated 'ECM organisation' genes and miR-22-3p which is highly co-expressed with ECM genes and may regulate these genes indirectly by targeting the chondrogenic regulators SP1 and HDAC4. We identified several upregulated transcription factors including HOXA9/A10/D13 involved in limb patterning and RELA, JUN and NFAT5, which have targets enriched with ECM associated genes. We have developed an unbiased approach for integrating transcriptome and miRome using protein-protein interactions, transcription factor regulation and miRNA target interactions and identified key regulatory networks prominent in hESC chondrogenesis.
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Affiliation(s)
- Rosie Griffiths
- Divisions of Cell Matrix Biology and Regenerative Medicine, Faculty of Biology Medicine and Health, Michael Smith Building, Oxford Road, University of Manchester, Manchester Academic Health Science Centre, Manchester, M13 9PT, UK
- Centre for Discovery Brain Sciences, University of Edinburgh, Hugh Robson Building, George Square, Edinburgh, EH8 9XD, United Kingdom
| | - Steven Woods
- Divisions of Cell Matrix Biology and Regenerative Medicine, Faculty of Biology Medicine and Health, Michael Smith Building, Oxford Road, University of Manchester, Manchester Academic Health Science Centre, Manchester, M13 9PT, UK
| | - Aixin Cheng
- Divisions of Cell Matrix Biology and Regenerative Medicine, Faculty of Biology Medicine and Health, Michael Smith Building, Oxford Road, University of Manchester, Manchester Academic Health Science Centre, Manchester, M13 9PT, UK
- Salford Royal NHS Foundation Trust, Department of Trauma and Orthopaedic, Stott Lane, Salford, M6 8HD, United Kingdom
| | - Ping Wang
- Evolution and Genomic Science, Faculty of Biology Medicine and Health, Michael Smith Building, Oxford Road, University of Manchester, Manchester Academic Health Science Centre, Manchester, M13 9PT, UK
| | - Sam Griffiths-Jones
- Evolution and Genomic Science, Faculty of Biology Medicine and Health, Michael Smith Building, Oxford Road, University of Manchester, Manchester Academic Health Science Centre, Manchester, M13 9PT, UK
| | - Matthew Ronshaugen
- Developmental Biology and Medicine, Faculty of Biology Medicine and Health, Michael Smith Building, Oxford Road, University of Manchester, Manchester Academic Health Science Centre, Manchester, M13 9PT, UK
| | - Susan J Kimber
- Divisions of Cell Matrix Biology and Regenerative Medicine, Faculty of Biology Medicine and Health, Michael Smith Building, Oxford Road, University of Manchester, Manchester Academic Health Science Centre, Manchester, M13 9PT, UK.
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12
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The people behind the papers - Madeleine Linneberg-Agerholm, Yan Fung Wong and Josh Brickman. Development 2019; 146:dev186635. [PMID: 31843951 DOI: 10.1242/dev.186635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Our understanding of lineage decisions in early human development has been greatly aided by embryonic stem cell lines, which avoid many of the practical and ethical difficulties of in vivo material. A new paper in Development exploits naïve human embryonic stem cells to generate in vitro models for the extra-embryonic endoderm. We caught up with first authors Madeleine Linneberg-Agerholm and Yan Fung Wong, and their supervisor Josh Brickman, Professor of Stem Cell and Developmental Biology at the Novo Nordisk Foundation Center for Stem Cell Biology (DanStem) in Copenhagen, to hear more about the work.
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13
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Ruan H, Liao Y, Ren Z, Mao L, Yao F, Yu P, Ye Y, Zhang Z, Li S, Xu H, Liu J, Diao L, Zhou B, Han L, Wang L. Single-cell reconstruction of differentiation trajectory reveals a critical role of ETS1 in human cardiac lineage commitment. BMC Biol 2019; 17:89. [PMID: 31722692 PMCID: PMC6854813 DOI: 10.1186/s12915-019-0709-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Accepted: 10/15/2019] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Cardiac differentiation from human pluripotent stem cells provides a unique opportunity to study human heart development in vitro and offers a potential cell source for cardiac regeneration. Compared to the large body of studies investigating cardiac maturation and cardiomyocyte subtype-specific induction, molecular events underlying cardiac lineage commitment from pluripotent stem cells at early stage remain poorly characterized. RESULTS In order to uncover key molecular events and regulators controlling cardiac lineage commitment from a pluripotent state during differentiation, we performed single-cell RNA-Seq sequencing and obtained high-quality data for 6879 cells collected from 6 stages during cardiac differentiation from human embryonic stem cells and identified multiple cell subpopulations with distinct molecular features. Through constructing developmental trajectory of cardiac differentiation and putative ligand-receptor interactions, we revealed crosstalk between cardiac progenitor cells and endoderm cells, which could potentially provide a cellular microenvironment supporting cardiac lineage commitment at day 5. In addition, computational analyses of single-cell RNA-Seq data unveiled ETS1 (ETS Proto-Oncogene 1) activation as an important downstream event induced by crosstalk between cardiac progenitor cells and endoderm cells. Consistent with the findings from single-cell analysis, chromatin immunoprecipitation followed by high-throughput sequencing (ChIP-Seq) against ETS1 revealed genomic occupancy of ETS1 at cardiac structural genes at day 9 and day 14, whereas ETS1 depletion dramatically compromised cardiac differentiation. CONCLUSION Together, our study not only characterized the molecular features of different cell types and identified ETS1 as a crucial factor induced by cell-cell crosstalk contributing to cardiac lineage commitment from a pluripotent state, but may also have important implications for understanding human heart development at early embryonic stage, as well as directed manipulation of cardiac differentiation in regenerative medicine.
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Affiliation(s)
- Hang Ruan
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 North Lishi Road, Beijing, 100037, People's Republic of China
- Department of Biochemistry and Molecular Biology, The University of Texas Health Science Center at Houston McGovern Medical School, 6431 Fannin St, MSB6.166, Houston, TX, 77030, USA
| | - Yingnan Liao
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 North Lishi Road, Beijing, 100037, People's Republic of China
| | - Zongna Ren
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 North Lishi Road, Beijing, 100037, People's Republic of China
| | - Lin Mao
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 North Lishi Road, Beijing, 100037, People's Republic of China
| | - Fang Yao
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 North Lishi Road, Beijing, 100037, People's Republic of China
| | - Peng Yu
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 North Lishi Road, Beijing, 100037, People's Republic of China
| | - Youqiong Ye
- Department of Biochemistry and Molecular Biology, The University of Texas Health Science Center at Houston McGovern Medical School, 6431 Fannin St, MSB6.166, Houston, TX, 77030, USA
| | - Zhao Zhang
- Department of Biochemistry and Molecular Biology, The University of Texas Health Science Center at Houston McGovern Medical School, 6431 Fannin St, MSB6.166, Houston, TX, 77030, USA
| | - Shengli Li
- Department of Biochemistry and Molecular Biology, The University of Texas Health Science Center at Houston McGovern Medical School, 6431 Fannin St, MSB6.166, Houston, TX, 77030, USA
| | - Hanshi Xu
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 North Lishi Road, Beijing, 100037, People's Republic of China
| | - Jiewei Liu
- Department of Biochemistry and Molecular Biology, The University of Texas Health Science Center at Houston McGovern Medical School, 6431 Fannin St, MSB6.166, Houston, TX, 77030, USA
| | - Lixia Diao
- Department of Bioinformatics and Computational Biology, University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Bingying Zhou
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 North Lishi Road, Beijing, 100037, People's Republic of China
| | - Leng Han
- Department of Biochemistry and Molecular Biology, The University of Texas Health Science Center at Houston McGovern Medical School, 6431 Fannin St, MSB6.166, Houston, TX, 77030, USA.
| | - Li Wang
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 North Lishi Road, Beijing, 100037, People's Republic of China.
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14
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Cardenas-Diaz FL, Osorio-Quintero C, Diaz-Miranda MA, Kishore S, Leavens K, Jobaliya C, Stanescu D, Ortiz-Gonzalez X, Yoon C, Chen CS, Haliyur R, Brissova M, Powers AC, French DL, Gadue P. Modeling Monogenic Diabetes using Human ESCs Reveals Developmental and Metabolic Deficiencies Caused by Mutations in HNF1A. Cell Stem Cell 2019; 25:273-289.e5. [PMID: 31374199 PMCID: PMC6785828 DOI: 10.1016/j.stem.2019.07.007] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Revised: 03/13/2019] [Accepted: 07/15/2019] [Indexed: 01/28/2023]
Abstract
Human monogenic diabetes, caused by mutations in genes involved in beta cell development and function, has been a challenge to study because multiple mouse models have not fully recapitulated the human disease. Here, we use genome edited human embryonic stem cells to understand the most common form of monogenic diabetes, MODY3, caused by mutations in the transcription factor HNF1A. We found that HNF1A is necessary to repress an alpha cell gene expression signature, maintain endocrine cell function, and regulate cellular metabolism. In addition, we identified the human-specific long non-coding RNA, LINKA, as an HNF1A target necessary for normal mitochondrial respiration. These findings provide a possible explanation for the species difference in disease phenotypes observed with HNF1A mutations and offer mechanistic insights into how the HNF1A gene may also influence type 2 diabetes.
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Affiliation(s)
- Fabian L Cardenas-Diaz
- Center for Cellular and Molecular Therapeutics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA; Department of Biology, School of Arts and Sciences, University of Pennsylvania, Philadelphia, PA, USA
| | - Catherine Osorio-Quintero
- Center for Cellular and Molecular Therapeutics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Maria A Diaz-Miranda
- Department of Biology, School of Arts and Sciences, University of Pennsylvania, Philadelphia, PA, USA
| | - Siddharth Kishore
- Center for Cellular and Molecular Therapeutics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA; Department of Cell and Molecular Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Karla Leavens
- Center for Cellular and Molecular Therapeutics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, and Division of Endocrinology, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Chintan Jobaliya
- Center for Cellular and Molecular Therapeutics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Diana Stanescu
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, and Division of Endocrinology, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Xilma Ortiz-Gonzalez
- Center for Mitochondrial and Epigenomic Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Christine Yoon
- Department of Biomedical Engineering, Boston University, Boston, MA, USA
| | - Christopher S Chen
- Department of Biomedical Engineering, Boston University, Boston, MA, USA; The Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, USA
| | - Rachana Haliyur
- Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN, USA
| | - Marcela Brissova
- Division of Diabetes, Endocrinology, and Metabolism, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Alvin C Powers
- Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN, USA; Division of Diabetes, Endocrinology, and Metabolism, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA; Veterans Affairs Tennessee Valley Healthcare System, Nashville, TN, USA
| | - Deborah L French
- Center for Cellular and Molecular Therapeutics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA; Department of Pathology and Laboratory Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Paul Gadue
- Center for Cellular and Molecular Therapeutics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA; Department of Pathology and Laboratory Medicine, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.
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15
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Heemskerk I, Burt K, Miller M, Chhabra S, Guerra MC, Liu L, Warmflash A. Rapid changes in morphogen concentration control self-organized patterning in human embryonic stem cells. eLife 2019; 8:e40526. [PMID: 30829572 PMCID: PMC6398983 DOI: 10.7554/elife.40526] [Citation(s) in RCA: 63] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Accepted: 02/14/2019] [Indexed: 12/31/2022] Open
Abstract
During embryonic development, diffusible signaling molecules called morphogens are thought to determine cell fates in a concentration-dependent way. Yet, in mammalian embryos, concentrations change rapidly compared to the time for making cell fate decisions. Here, we use human embryonic stem cells (hESCs) to address how changing morphogen levels influence differentiation, focusing on how BMP4 and Nodal signaling govern the cell-fate decisions associated with gastrulation. We show that BMP4 response is concentration dependent, but that expression of many Nodal targets depends on rate of concentration change. Moreover, in a self-organized stem cell model for human gastrulation, expression of these genes follows rapid changes in endogenous Nodal signaling. Our study shows a striking contrast between the specific ways ligand dynamics are interpreted by two closely related signaling pathways, highlighting both the subtlety and importance of morphogen dynamics for understanding mammalian embryogenesis and designing optimized protocols for directed stem cell differentiation. Editorial note This article has been through an editorial process in which the authors decide how to respond to the issues raised during peer review. The Reviewing Editor's assessment is that all the issues have been addressed (see decision letter).
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Affiliation(s)
- Idse Heemskerk
- Department of BiosciencesRice UniversityHoustonUnited States
| | - Kari Burt
- Department of BiosciencesRice UniversityHoustonUnited States
| | - Matthew Miller
- Department of BiosciencesRice UniversityHoustonUnited States
| | - Sapna Chhabra
- Systems, Synthetic and Physical Biology ProgramRice UniversityHoustonUnited States
| | | | - Lizhong Liu
- Department of BiosciencesRice UniversityHoustonUnited States
| | - Aryeh Warmflash
- Department of BiosciencesRice UniversityHoustonUnited States
- Department of BioengineeringRice UniversityHoustonUnited States
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16
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Fu H, Wang L, Wang J, Bennett BD, Li JL, Zhao B, Hu G. Dioxin and AHR impairs mesoderm gene expression and cardiac differentiation in human embryonic stem cells. Sci Total Environ 2019; 651:1038-1046. [PMID: 30266049 PMCID: PMC6547817 DOI: 10.1016/j.scitotenv.2018.09.247] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Revised: 09/18/2018] [Accepted: 09/19/2018] [Indexed: 05/21/2023]
Abstract
Dioxin and dioxin-related polychlorinated biphenyls are potent toxicants with association with developmental heart defects and congenital heart diseases. However, the underlying mechanism of their developmental toxicity is not fully understood. Further, different animals show distinct susceptibility and phenotypes after exposure, suggesting possible species-specific effects. Using a human embryonic stem cell (ESC) cardiomyocyte differentiation model, we examined the impact, susceptible window, and dosage of 2,3,7,8‑tetrachlorodibenzo‑p‑dioxin (TCDD) on human cardiac development. We showed that treatment of human ESCs with TCDD at the ESC stage inhibits cardiomyocyte differentiation, and the effect is largely mediated by the aryl hydrocarbon receptor (AHR). We further identified genes that are differentially expressed after TCDD treatment by RNA-sequencing, and genomic regions that are occupied by AHR by chromatin immunoprecipitation and high-throughput sequencing. Our results support the model that TCDD impairs human ESC cardiac differentiation by promoting AHR binding and repression of key mesoderm genes. More importantly, our study demonstrates the toxicity of dioxin in human embryonic development and uncovered a novel mechanism by which dioxin and AHR regulates lineage commitment. It also illustrates the power of ESC-based models in the systematic study of developmental toxicology.
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Affiliation(s)
- Hualing Fu
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, China; University of Chinese Academy of Sciences, Chinese Academy of Sciences, Beijing, China
| | - Li Wang
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jiajia Wang
- Epigenetics and Stem Cell Biology Laboratory, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709, USA
| | - Brian D Bennett
- Integrative Bioinformatics, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709, USA
| | - Jian-Liang Li
- Integrative Bioinformatics, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709, USA
| | - Bin Zhao
- State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, China; University of Chinese Academy of Sciences, Chinese Academy of Sciences, Beijing, China.
| | - Guang Hu
- Epigenetics and Stem Cell Biology Laboratory, National Institute of Environmental Health Sciences, Research Triangle Park, NC 27709, USA.
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17
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Martinez IKC, Sparks NRL, Madrid JV, Affeldt H, Vera MKM, Bhanu B, Zur Nieden NI. Video-based kinetic analysis of calcification in live osteogenic human embryonic stem cell cultures reveals the developmentally toxic effect of Snus tobacco extract. Toxicol Appl Pharmacol 2019; 363:111-121. [PMID: 30468815 PMCID: PMC6594699 DOI: 10.1016/j.taap.2018.11.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Revised: 11/13/2018] [Accepted: 11/16/2018] [Indexed: 11/21/2022]
Abstract
Epidemiological studies suggest tobacco consumption as a probable environmental factor for a variety of congenital anomalies, including low bone mass and increased fracture risk. Despite intensive public health initiatives to publicize the detrimental effects of tobacco use during pregnancy, approximately 10-20% of women in the United States still consume tobacco during pregnancy, some opting for so-called harm-reduction tobacco. These include Snus, a type of orally-consumed yet spit-free chewing tobacco, which is purported to expose users to fewer harmful chemicals. Concerns remain from a developmental health perspective since Snus has not reduced overall health risk to consumers and virtually nothing is known about whether skeletal problems from intrauterine exposure arise in the embryo. Utilizing a newly developed video-based calcification assay we determined that extracts from Snus tobacco hindered calcification of osteoblasts derived from pluripotent stem cells early on in their differentiation. Nicotine, a major component of tobacco products, had no measurable effect in the tested concentration range. However, through the extraction of video data, we determined that the tobacco-specific nitrosamine N'-nitrosonornicotine caused a reduction in calcification with similar kinetics as the complete Snus extract. From measurements of actual nitrosamine concentrations in Snus tobacco extract we furthermore conclude that N'-nitrosonornicotine has the potential to be a major trigger of developmental osteotoxicity caused by Snus tobacco.
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Affiliation(s)
- Ivann K C Martinez
- Department of Molecular, Cell & Systems Biology and Stem Cell Center, College of Natural and Agricultural Sciences, University of California Riverside, Riverside, CA 92521, United States; IGERT Graduate Program in Video Bioinformatics and Cell, Molecular and Developmental Biology Graduate Program, University of California Riverside, Riverside, CA, United States
| | - Nicole R L Sparks
- Department of Molecular, Cell & Systems Biology and Stem Cell Center, College of Natural and Agricultural Sciences, University of California Riverside, Riverside, CA 92521, United States; Environmental Toxicology Graduate Program, University of California Riverside, Riverside, CA, United States
| | - Joseph V Madrid
- Department of Molecular, Cell & Systems Biology and Stem Cell Center, College of Natural and Agricultural Sciences, University of California Riverside, Riverside, CA 92521, United States
| | - Henry Affeldt
- Department of Molecular, Cell & Systems Biology and Stem Cell Center, College of Natural and Agricultural Sciences, University of California Riverside, Riverside, CA 92521, United States
| | - Madeline K M Vera
- Department of Molecular, Cell & Systems Biology and Stem Cell Center, College of Natural and Agricultural Sciences, University of California Riverside, Riverside, CA 92521, United States; Environmental Toxicology Graduate Program, University of California Riverside, Riverside, CA, United States
| | - Bir Bhanu
- Center for Research in Intelligent Systems, Bourns College of Engineering, University of California Riverside, Riverside, CA, United States
| | - Nicole I Zur Nieden
- Department of Molecular, Cell & Systems Biology and Stem Cell Center, College of Natural and Agricultural Sciences, University of California Riverside, Riverside, CA 92521, United States; IGERT Graduate Program in Video Bioinformatics and Cell, Molecular and Developmental Biology Graduate Program, University of California Riverside, Riverside, CA, United States; Environmental Toxicology Graduate Program, University of California Riverside, Riverside, CA, United States.
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18
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Abstract
Human natural killer (NK) cell-based adoptive anticancer immunotherapy has gained intense interest with many clinical trials actively recruiting patients to treat a variety of both hematological malignancies and solid tumors. Most of these trials use primary NK cells isolated either from peripheral blood (PB-NK cells) or umbilical cord blood (UCB-NK cells), though these sources require NK cell collection for each patient leading to donor variability and heterogeneity in the NK cell populations. In contrast, NK cells derived human embryonic stem cells (hESC-NK cells) or induced pluripotent stem cells (hiPSC-NK cells) provide more homogeneous cell populations that can be grown at clinical scale, and genetically engineered if needed. These characteristics make hESC-/iPSC-derived NK cells an ideal cell population for developing standardized, "off-the-shelf" immunotherapy products. Additionally, production of NK cells from undifferentiated human pluripotent stem cells enables studies to better define pathways that regulate human NK cell development and function. Our group previously has established a stromal-free, two-stage culture system to derive NK cells from hESC/hiPSC in vitro followed by clinical-scale expansion of these cells using interleukin (IL)-21 expressing artificial antigen-presenting cells. However, prior to differentiation, this method requires single-cell adaptation of hESCs/hiPSCs which takes months. Recently we optimized this method by adapting the mouse embryonic fibroblast-dependent hESC/hiPSC to feeder-free culture conditions. These feeder-free hESCs/hiPSCs are directly used to form embryoid body (EB) to generate hemato-endothelial precursor cells. This new method produces mature, functional NK cells with higher efficiency to enable rapid production of an essentially unlimited number of homogenous NK cells that can be used for standardized, targeted immunotherapy for the treatment of refractory cancers and infectious diseases.
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Affiliation(s)
- Huang Zhu
- Division of Regenerative Medicine, Department of Medicine, University of California, San Diego, San Diego, CA, USA.
| | - Dan S Kaufman
- Division of Regenerative Medicine, Department of Medicine, University of California, San Diego, San Diego, CA, USA.
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Lyu X, Rowley MJ, Corces VG. Architectural Proteins and Pluripotency Factors Cooperate to Orchestrate the Transcriptional Response of hESCs to Temperature Stress. Mol Cell 2018; 71:940-955.e7. [PMID: 30122536 PMCID: PMC6214669 DOI: 10.1016/j.molcel.2018.07.012] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2018] [Revised: 06/11/2018] [Accepted: 07/12/2018] [Indexed: 11/23/2022]
Abstract
Cells respond to temperature stress via up- and downregulation of hundreds of genes. This process is thought to be regulated by the heat shock factor HSF1, which controls the release of RNAPII from promoter-proximal pausing. Here, we analyze the events taking place in hESCs upstream of RNAPII release. We find that temperature stress results in the activation or decommissioning of thousands of enhancers. This process involves alterations in the occupancy of transcription factors HSF1, AP-1, NANOG, KLF4, and OCT4 accompanied by nucleosome remodeling by BRG1 and changes in H3K27ac. Furthermore, redistribution of RAD21 and CTCF results in the formation and disassembly of interactions mediated by these two proteins. These alterations tether and untether enhancers to their cognate promoters or refashion insulated neighborhoods, thus transforming the landscape of enhancer-promoter interactions. Details of the 3D interactome remodeling process support loop extrusion initiating at random sites as a mechanism for the establishment of CTCF/cohesin loops.
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Affiliation(s)
- Xiaowen Lyu
- Department of Biology, Emory University, Atlanta, GA 30322, USA
| | - M Jordan Rowley
- Department of Biology, Emory University, Atlanta, GA 30322, USA
| | - Victor G Corces
- Department of Biology, Emory University, Atlanta, GA 30322, USA.
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20
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Thomas BB, Zhu D, Lin TC, Kim YC, Seiler MJ, Martinez-Camarillo JC, Lin B, Shad Y, Hinton DR, Humayun MS. A new immunodeficient retinal dystrophic rat model for transplantation studies using human-derived cells. Graefes Arch Clin Exp Ophthalmol 2018; 256:2113-2125. [PMID: 30215097 DOI: 10.1007/s00417-018-4134-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2017] [Revised: 08/28/2018] [Accepted: 09/03/2018] [Indexed: 12/11/2022] Open
Abstract
PURPOSE To create new immunodeficient Royal College of Surgeons (RCS) rats by introducing the defective MerTK gene into athymic nude rats. METHODS Female homozygous RCS (RCS-p+/RCS-p+) and male nude rats (Hsd:RH-Foxn1mu, mutation in the foxn1 gene; no T cells) were crossed to produce heterozygous F1 progeny. Double homozygous F2 progeny obtained by crossing the F1 heterozygotes was identified phenotypically (hair loss) and genotypically (RCS-p+ gene determined by PCR). Retinal degenerative status was confirmed by optical coherence tomography (OCT) imaging, electroretinography (ERG), optokinetic (OKN) testing, superior colliculus (SC) electrophysiology, and by histology. The effect of xenografts was assessed by transplantation of human embryonic stem cell-derived retinal pigment epithelium (hESC-RPE) and human-induced pluripotent stem cell-derived RPE (iPS-RPE) into the eye. Morphological analysis was conducted based on hematoxylin and eosin (H&E) and immunostaining. Age-matched pigmented athymic nude rats were used as control. RESULTS Approximately 6% of the F2 pups (11/172) were homozygous for RCS-p+ gene and Foxn1mu gene. Homozygous males crossed with heterozygous females resulted in 50% homozygous progeny for experimentation. OCT imaging demonstrated significant loss of retinal thickness in homozygous rats. H&E staining showed photoreceptor thickness reduced to 1-3 layers at 12 weeks of age. Progressive loss of visual function was evidenced by OKN testing, ERG, and SC electrophysiology. Transplantation experiments demonstrated survival of human-derived cells and absence of apparent immune rejection. CONCLUSIONS This new rat animal model developed by crossing RCS rats and athymic nude rats is suitable for conducting retinal transplantation experiments involving xenografts.
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Affiliation(s)
- Biju B Thomas
- Department of Ophthalmology, USC Roski Eye Institute, University of Southern California, Los Angeles, CA, 90033, USA.
- USC Institute for Biomedical Therapeutics, University of Southern California, Los Angeles, CA, USA.
| | - Danhong Zhu
- Department of Ophthalmology, USC Roski Eye Institute, University of Southern California, Los Angeles, CA, 90033, USA
- Department of Pathology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Tai-Chi Lin
- Department of Ophthalmology, USC Roski Eye Institute, University of Southern California, Los Angeles, CA, 90033, USA
- USC Institute for Biomedical Therapeutics, University of Southern California, Los Angeles, CA, USA
- Department of Ophthalmology, Taipei Veterans General Hospital, Taipei, Taiwan, Republic of China
- Institute of Clinical Medicine, National Yang-Ming University, Taipei, Taiwan, Republic of China
| | - Young Chang Kim
- Department of Ophthalmology, USC Roski Eye Institute, University of Southern California, Los Angeles, CA, 90033, USA
- Department of Pathology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Magdalene J Seiler
- Department of Physical Medicine & Rehabilitation, University of California-Irvine, Irvine, CA, USA
- Stem Cell Research Center, University of California-Irvine, Irvine, CA, USA
| | - Juan Carlos Martinez-Camarillo
- Department of Ophthalmology, USC Roski Eye Institute, University of Southern California, Los Angeles, CA, 90033, USA
- USC Institute for Biomedical Therapeutics, University of Southern California, Los Angeles, CA, USA
| | - Bin Lin
- Department of Physical Medicine & Rehabilitation, University of California-Irvine, Irvine, CA, USA
- Stem Cell Research Center, University of California-Irvine, Irvine, CA, USA
| | - Yousuf Shad
- Department of Chemistry and Chemical Biology, McMaster University, Hamilton, ON, Canada
| | - David R Hinton
- Department of Ophthalmology, USC Roski Eye Institute, University of Southern California, Los Angeles, CA, 90033, USA
- Department of Pathology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Mark S Humayun
- Department of Ophthalmology, USC Roski Eye Institute, University of Southern California, Los Angeles, CA, 90033, USA
- USC Institute for Biomedical Therapeutics, University of Southern California, Los Angeles, CA, USA
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21
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Abstract
In mice, primordial germ cells (PGCs), the precursors of eggs and sperm, originate from pregastrulation postimplantation embryos. By contrast, the origin of human PGCs (hPGCs) has been less clear and has been difficult to study because of the technical and ethical constraints that limit direct studies on human embryos. In recent years, however, in vitro simulation models using human pluripotent stem cells, together with surrogate non-rodent mammalian embryos, have provided insights and experimental approaches to address this issue. Here, we review these studies, which suggest that the posterior epiblast and/or the nascent amnion in pregastrulation human embryos is a likely source of hPGCs, and that a different gene regulatory network controls PGCs in humans compared with in the mouse. Such studies on the origins and mechanisms of hPGC specification prompt further consideration of the somatic cell fate decisions that occur during early human development.
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Affiliation(s)
- Toshihiro Kobayashi
- Center for Genetic Analysis of Behavior, National Institute for Physiological Sciences, Okazaki, Aichi 444-8787, Japan
- Department of Physiological Science, School of Life Science, SOKENDAI (The Graduate University for Advanced Studies), Okazaki, Aichi 444-8787, Japan
| | - M Azim Surani
- Wellcome Trust/Cancer Research UK Gurdon Institute, University of Cambridge, Tennis Court Road, Cambridge CB2 1QN, UK
- Department of Physiology, Development and Neuroscience, University of Cambridge, Downing Street, Cambridge CB2 3DY, UK
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22
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Ma S, Lv J, Sun J, Tang P, Li H, Zhou H, Zhang Z, Lin Y, Rong Z. iKA-CRISPR hESCs for inducible and multiplex orthogonal gene knockout and activation. FEBS Lett 2018; 592:2238-2247. [PMID: 29869798 DOI: 10.1002/1873-3468.13127] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2018] [Revised: 05/26/2018] [Accepted: 05/28/2018] [Indexed: 11/08/2022]
Abstract
Human embryonic stem cells (hESCs) have a wide range of applications in early human embryonic development mimics, disease modeling, and cell therapy. To fulfill these applications, we established hESCs for inducible and multiplex orthogonal gene knockout and activation, which we named iKA-CRISPR hESCs. In cells, when complexed with a short guide RNA containing a 14-bp target sequence (14-bp gRNA) or a long 20-bp gRNA, the doxycycline-induced Cas9-p300 protein could activate gene transcription or cleave genomic DNA, respectively. We also demonstrate using iKA-CRISPR hESCs that knockout of OCT4 promoted differentiation, and developmentally relevant microRNAs and transcription factors could be efficiently activated. Thus, iKA-CRISPR hESCs provide a convenient platform to control gene expression networks and, therefore, facilitate the applications of hESCs in basic and translational biomedical research.
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Affiliation(s)
- Shufeng Ma
- Cancer Research Institute, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Jie Lv
- Cancer Research Institute, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Jing Sun
- State Key Laboratory of Organ Failure Research, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Center for Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
- Department of Cardiology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Pei Tang
- Division of Laboratory Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Huibin Li
- Division of Laboratory Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Hongwei Zhou
- Division of Laboratory Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Zhenhai Zhang
- State Key Laboratory of Organ Failure Research, Nanfang Hospital, Southern Medical University, Guangzhou, China
- Center for Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
- Department of Cardiology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Ying Lin
- Cancer Research Institute, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Zhili Rong
- Cancer Research Institute, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
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23
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Chen Y, Millstein J, Liu Y, Chen GY, Chen X, Stucky A, Qu C, Fan JB, Chang X, Soleimany A, Wang K, Zhong J, Liu J, Gilliland FD, Li Z, Zhang X, Zhong JF. Single-Cell Digital Lysates Generated by Phase-Switch Microfluidic Device Reveal Transcriptome Perturbation of Cell Cycle. ACS Nano 2018; 12:4687-4694. [PMID: 29589910 PMCID: PMC5997256 DOI: 10.1021/acsnano.8b01272] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
With conventional gene expression profiling, information concerning cellular heterogeneity is often lost in the physical mixing and averaging of millions of cells. Single-cell transcriptome analysis has the potential to address these issues. However, there is a need to determine how many cells are needed to draw meaningful conclusions in each single-cell study. Here, we introduce the concept of "digital lysate" for assessing cellular heterogeneity with a phase-switch microfluidic platform and apply it to construct a molecular map of transcriptome perturbation during the cell cycle. Using a phase-switch droplet microfluidic platform and next-generation sequencing, we obtained transcriptomes of single cells by random sampling. Digital lysates were generated by permutating and averaging multiple single-cell transcriptomes. In our studied cell populations, digital lysates converged to physical lysates ( r = 0.93), and the sample-to-sample repeatability was comparable to that of conventional analysis of a physical lysate ( r = 0.98). After determining the number of cells needed, single-cell transcriptomes were used to organize cells into a map by molecular similarity, and the map was validated by cell cycle-specific markers ( p = 0.003). Cell cycle regulatory genes were inferred using this molecular map and verified with siRNA assays. The study described here provides an effective approach, the generation and analysis of digital lysates, to investigate cellular heterogeneity.
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Affiliation(s)
- Yan Chen
- Division of Periodontology, Diagnostic Sciences and Dental Hygiene, and Division of Biomedical Sciences, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, California 90089, United States
| | - Joshua Millstein
- Division of Biostatistics, Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California 90033, United States
| | - Yao Liu
- Division of Periodontology, Diagnostic Sciences and Dental Hygiene, and Division of Biomedical Sciences, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, California 90089, United States
| | - Gina Y. Chen
- Division of Periodontology, Diagnostic Sciences and Dental Hygiene, and Division of Biomedical Sciences, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, California 90089, United States
| | - Xuelian Chen
- Division of Periodontology, Diagnostic Sciences and Dental Hygiene, and Division of Biomedical Sciences, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, California 90089, United States
| | - Andres Stucky
- Division of Periodontology, Diagnostic Sciences and Dental Hygiene, and Division of Biomedical Sciences, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, California 90089, United States
| | - Cunye Qu
- Division of Periodontology, Diagnostic Sciences and Dental Hygiene, and Division of Biomedical Sciences, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, California 90089, United States
| | - Jian-Bing Fan
- Illumina Inc., San Diego, California 92122, United States
| | - Xiao Chang
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, United States
| | - Ava Soleimany
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, United States
| | - Kai Wang
- Raymond G. Perelman Center for Cellular and Molecular Therapeutics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, United States
| | - Jiangjian Zhong
- Z-genetic Medicine Inc., Temple City, California 91780, United States
| | - Jie Liu
- Division of Biostatistics, Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California 90033, United States
| | - Frank D. Gilliland
- Division of Biostatistics, Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California 90033, United States
| | - Zhongjun Li
- Division of Periodontology, Diagnostic Sciences and Dental Hygiene, and Division of Biomedical Sciences, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, California 90089, United States
| | - Xi Zhang
- Division of Periodontology, Diagnostic Sciences and Dental Hygiene, and Division of Biomedical Sciences, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, California 90089, United States
| | - Jiang F. Zhong
- Division of Periodontology, Diagnostic Sciences and Dental Hygiene, and Division of Biomedical Sciences, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, California 90089, United States
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24
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Alsayegh KN, Sheridan SD, Iyer S, Rao RR. Knockdown of CDK2AP1 in human embryonic stem cells reduces the threshold of differentiation. PLoS One 2018; 13:e0196817. [PMID: 29734353 PMCID: PMC5937771 DOI: 10.1371/journal.pone.0196817] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Accepted: 04/22/2018] [Indexed: 01/08/2023] Open
Abstract
Recent studies have suggested a role for the Cyclin Dependent Kinase-2 Associated Protein 1 (CDK2AP1) in stem cell differentiation and self-renewal. In studies with mouse embryonic stem cells (mESCs) derived from generated mice embryos with targeted deletion of the Cdk2ap1 gene, CDK2AP1 was shown to be required for epigenetic silencing of Oct4 during differentiation, with deletion resulting in persistent self-renewal and reduced differentiation potential. Differentiation capacity was restored in these cells following the introduction of a non-phosphorylatible form of the retinoblastoma protein (pRb) or exogenous Cdk2ap1. In this study, we investigated the role of CDK2AP1 in human embryonic stem cells (hESCs). Using a shRNA to reduce its expression in hESCs, we found that CDK2AP1 knockdown resulted in a significant reduction in the expression of the pluripotency genes, OCT4 and NANOG. We also found that CDK2AP1 knockdown increased the number of embryoid bodies (EBs) formed when differentiation was induced. In addition, the generated EBs had significantly higher expression of markers of all three germ layers, indicating that CDK2AP1 knockdown enhanced differentiation. CDK2AP1 knockdown also resulted in reduced proliferation and reduced the percentage of cells in the S phase and increased cells in the G2/M phase of the cell cycle. Further investigation revealed that a higher level of p53 protein was present in the CDK2AP1 knockdown hESCs. In hESCs in which p53 and CDK2AP1 were simultaneously downregulated, OCT4 and NANOG expression was not affected and percentage of cells in the S phase of the cell cycle was not reduced. Taken together, our results indicate that the knockdown of CDK2AP1 in hESCs results in increased p53 and enhances differentiation and favors it over a self-renewal fate.
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Affiliation(s)
- Khaled N. Alsayegh
- Department of Human and Molecular Genetics, School of Medicine, Virginia Commonwealth University, Richmond, VA, United States of America
- King Abdullah International Medical Research Center, King Saud bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia
| | - Steven D. Sheridan
- Center for Genomic Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States of America
| | - Shilpa Iyer
- Department of Biological Sciences, Fulbright College of Arts and Sciences, University of Arkansas, Fayetteville, AR, United States of America
- * E-mail: (RR); (SI)
| | - Raj Raghavendra Rao
- Department of Biomedical Engineering, College of Engineering, University of Arkansas, Fayetteville, AR, United States of America
- * E-mail: (RR); (SI)
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25
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Peng Y, Baulier E, Ke Y, Young A, Ahmedli NB, Schwartz SD, Farber DB. Human embryonic stem cells extracellular vesicles and their effects on immortalized human retinal Müller cells. PLoS One 2018. [PMID: 29538408 PMCID: PMC5851617 DOI: 10.1371/journal.pone.0194004] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Extracellular vesicles (EVs) released by virtually every cell of all organisms are involved in processes of intercellular communication through the delivery of their functional mRNAs, proteins and bioactive lipids. We previously demonstrated that mouse embryonic stem cell-released EVs (mESEVs) are able to transfer their content to different target retinal cells, inducing morphological and biochemical changes in them. The main objective of this paper is to characterize EVs derived from human embryonic stem cells (hESEVs) and investigate the effects that they have on cultured retinal glial, progenitor Müller cells, which are known to give rise to retinal neurons under specific conditions. This would allow us to establish if hESEVs have a pro-regenerative potential not yet described that could be used in the future for treatment of human retinal degenerative diseases. Initially, we showed that hESEVs are heterogeneous in size, contain mRNAs and proteins involved in the induction and maintenance of stem cell pluripotency and can be internalized by cultured Müller cells. After a single exposure to hESEVs these cells display changes in their gene expression profile, and with multiple exposures they de-differentiate and trans-differentiate into retinal neuronal precursors. hESEVs were then fractionated into microvesicles (MVs) and exosomes (EXOs), which were characterized by size, specific surface proteins and biochemical/molecular components. We demonstrate that despite the similar internalization of non-fractionated hESEVs, MVs and EXOs by Müller progenitor cells, in vitro, only the release of MVs’ cargo into the cells’ cytoplasm induces specific changes in their levels of pluripotency mRNAs and early retinal proteins. EXOs do not produce any detectable effect. Thus, we conclude that MVs and MVs-containing hESEVs are promising agents that possibly could promote the regeneration of diseased or damaged retinas in vivo through inducing glial Müller cells to become replacement neurons.
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Affiliation(s)
- Yingqian Peng
- Stein Eye Institute, Department of Ophthalmology, UCLA School of Medicine, Los Angeles, CA, United States of America
| | - Edouard Baulier
- Stein Eye Institute, Department of Ophthalmology, UCLA School of Medicine, Los Angeles, CA, United States of America
| | - Yifeng Ke
- Stein Eye Institute, Department of Ophthalmology, UCLA School of Medicine, Los Angeles, CA, United States of America
| | - Alejandra Young
- Stein Eye Institute, Department of Ophthalmology, UCLA School of Medicine, Los Angeles, CA, United States of America
| | - Novruz B. Ahmedli
- Stein Eye Institute, Department of Ophthalmology, UCLA School of Medicine, Los Angeles, CA, United States of America
| | - Steven D. Schwartz
- Stein Eye Institute, Department of Ophthalmology, UCLA School of Medicine, Los Angeles, CA, United States of America
| | - Debora B. Farber
- Stein Eye Institute, Department of Ophthalmology, UCLA School of Medicine, Los Angeles, CA, United States of America
- Molecular Biology Institute, UCLA, Los Angeles, CA, United States of America
- Brain Research Institute, UCLA, Los Angeles, CA, United States of America
- * E-mail:
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26
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Zhang B, He L, Liu Y, Zhang J, Zeng Q, Wang S, Fan Z, Fang F, Chen L, Lv Y, Xi J, Yue W, Li Y, Pei X. Prostaglandin E 2 Is Required for BMP4-Induced Mesoderm Differentiation of Human Embryonic Stem Cells. Stem Cell Reports 2018; 10:905-919. [PMID: 29478896 PMCID: PMC5919771 DOI: 10.1016/j.stemcr.2018.01.024] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2017] [Revised: 01/20/2018] [Accepted: 01/22/2018] [Indexed: 01/05/2023] Open
Abstract
The accurate control of early cell fate specification during differentiation of human embryonic stem cells (hESCs) is critical for acquiring pure therapeutic cell populations of interest. Bone morphogenetic protein 4 (BMP4) is a key mesoderm inducer from ESCs. However, the molecular mechanism of the mesodermal cell fate decision induced by BMP4 remains unclear. Here, we demonstrate the requirement of a bioactive lipid, prostaglandin E2 (PGE2), for the mesoderm specification from hESCs by BMP4 induction. We show that BMP4 directly regulates the expression of the key enzyme for PGE2 synthesis, COX-1, and promotes PGE2 production. More importantly, in the absence of BMP4, forced COX-1 expression or PGE2 treatment is sufficient to initiate mesoderm specification of hESCs by activation of EP2-PKA signaling and modulation of nuclear translocation of β-catenin. Together, our findings provide insights into the critical role of BMP regulation of PGE2 synthesis and its downstream signaling in initiating mesoderm commitment of hESCs. COX-1 and PGE2 played pivotal roles in the mesoderm specification of hESCs Specific inhibition of COX-1 suppressed mesoderm differentiation of hESCs BMP4 directly upregulated the transcription of the COX-1 PGE2 stimulated differentiation mainly via the EP2-PKA-GSK3β/β-catenin signaling pathway
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Affiliation(s)
- Bowen Zhang
- Stem Cell and Regenerative Medicine Lab, Beijing Institute of Transfusion Medicine, Beijing 100850, China; South China Research Center for Stem Cell & Regenerative Medicine, SCIB, Guangzhou 510005, China
| | - Lijuan He
- Stem Cell and Regenerative Medicine Lab, Beijing Institute of Transfusion Medicine, Beijing 100850, China; South China Research Center for Stem Cell & Regenerative Medicine, SCIB, Guangzhou 510005, China
| | - Yiming Liu
- Stem Cell and Regenerative Medicine Lab, Beijing Institute of Transfusion Medicine, Beijing 100850, China; South China Research Center for Stem Cell & Regenerative Medicine, SCIB, Guangzhou 510005, China
| | - Jing Zhang
- Stem Cell and Regenerative Medicine Lab, Beijing Institute of Transfusion Medicine, Beijing 100850, China; South China Research Center for Stem Cell & Regenerative Medicine, SCIB, Guangzhou 510005, China
| | - Quan Zeng
- Stem Cell and Regenerative Medicine Lab, Beijing Institute of Transfusion Medicine, Beijing 100850, China; South China Research Center for Stem Cell & Regenerative Medicine, SCIB, Guangzhou 510005, China
| | - Sihan Wang
- Stem Cell and Regenerative Medicine Lab, Beijing Institute of Transfusion Medicine, Beijing 100850, China; South China Research Center for Stem Cell & Regenerative Medicine, SCIB, Guangzhou 510005, China
| | - Zeng Fan
- Stem Cell and Regenerative Medicine Lab, Beijing Institute of Transfusion Medicine, Beijing 100850, China; South China Research Center for Stem Cell & Regenerative Medicine, SCIB, Guangzhou 510005, China
| | - Fang Fang
- Stem Cell and Regenerative Medicine Lab, Beijing Institute of Transfusion Medicine, Beijing 100850, China; South China Research Center for Stem Cell & Regenerative Medicine, SCIB, Guangzhou 510005, China
| | - Lin Chen
- Stem Cell and Regenerative Medicine Lab, Beijing Institute of Transfusion Medicine, Beijing 100850, China; South China Research Center for Stem Cell & Regenerative Medicine, SCIB, Guangzhou 510005, China
| | - Yang Lv
- Stem Cell and Regenerative Medicine Lab, Beijing Institute of Transfusion Medicine, Beijing 100850, China; South China Research Center for Stem Cell & Regenerative Medicine, SCIB, Guangzhou 510005, China
| | - Jiafei Xi
- Stem Cell and Regenerative Medicine Lab, Beijing Institute of Transfusion Medicine, Beijing 100850, China; South China Research Center for Stem Cell & Regenerative Medicine, SCIB, Guangzhou 510005, China
| | - Wen Yue
- Stem Cell and Regenerative Medicine Lab, Beijing Institute of Transfusion Medicine, Beijing 100850, China; South China Research Center for Stem Cell & Regenerative Medicine, SCIB, Guangzhou 510005, China
| | - Yanhua Li
- Stem Cell and Regenerative Medicine Lab, Beijing Institute of Transfusion Medicine, Beijing 100850, China; South China Research Center for Stem Cell & Regenerative Medicine, SCIB, Guangzhou 510005, China.
| | - Xuetao Pei
- Stem Cell and Regenerative Medicine Lab, Beijing Institute of Transfusion Medicine, Beijing 100850, China; South China Research Center for Stem Cell & Regenerative Medicine, SCIB, Guangzhou 510005, China.
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27
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Stielow B, Finkernagel F, Stiewe T, Nist A, Suske G. MGA, L3MBTL2 and E2F6 determine genomic binding of the non-canonical Polycomb repressive complex PRC1.6. PLoS Genet 2018; 14:e1007193. [PMID: 29381691 PMCID: PMC5806899 DOI: 10.1371/journal.pgen.1007193] [Citation(s) in RCA: 82] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2017] [Revised: 02/09/2018] [Accepted: 01/09/2018] [Indexed: 02/02/2023] Open
Abstract
Diverse Polycomb repressive complexes 1 (PRC1) play essential roles in gene regulation, differentiation and development. Six major groups of PRC1 complexes that differ in their subunit composition have been identified in mammals. How the different PRC1 complexes are recruited to specific genomic sites is poorly understood. The Polycomb Ring finger protein PCGF6, the transcription factors MGA and E2F6, and the histone-binding protein L3MBTL2 are specific components of the non-canonical PRC1.6 complex. In this study, we have investigated their role in genomic targeting of PRC1.6. ChIP-seq analysis revealed colocalization of MGA, L3MBTL2, E2F6 and PCGF6 genome-wide. Ablation of MGA in a human cell line by CRISPR/Cas resulted in complete loss of PRC1.6 binding. Rescue experiments revealed that MGA recruits PRC1.6 to specific loci both by DNA binding-dependent and by DNA binding-independent mechanisms. Depletion of L3MBTL2 and E2F6 but not of PCGF6 resulted in differential, locus-specific loss of PRC1.6 binding illustrating that different subunits mediate PRC1.6 loading to distinct sets of promoters. Mga, L3mbtl2 and Pcgf6 colocalize also in mouse embryonic stem cells, where PRC1.6 has been linked to repression of germ cell-related genes. Our findings unveil strikingly different genomic recruitment mechanisms of the non-canonical PRC1.6 complex, which specify its cell type- and context-specific regulatory functions. Polycomb group proteins assemble in two major repressive multi-subunit complexes (PRC1 and PRC2), which play important roles in many physiological processes, including stem cell maintenance, differentiation, cell cycle control and cancer. In mammals, six different groups of PRC1 complexes exist (PRC1.1 to PRC1.6), which differ in their subunit composition. The mechanisms that target the different PRC1 complexes to specific genomic sites appear diverse and are poorly understood. In this study, we have investigated the genomic targeting mechanisms of the non-canonical PRC1.6 complex. In PRC1.6, the defining subunit PCGF6 is specifically associated with several proteins including the transcription factors MGA and E2F6, and the histone-binding protein L3MBTL2. We found that MGA is absolutely essential for targeting PRC1.6. MGA executes recruitment of PRC1.6 to its target sites through two distinct functions. On the one hand it acts as a sequence-specific DNA-binding factor; on the other hand it has a scaffolding function, which is independent of its DNA binding capacity. E2F6 and L3MBTL2 are also important in genomic targeting of PRC1.6 as they promote binding of PRC1.6 to different sets of genes associated with distinct functions. Our finding that different components specify loading of PRC1.6 to distinct sets of genes could establish a paradigm for other chromatin-associated complexes.
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Affiliation(s)
- Bastian Stielow
- Institute of Molecular Biology and Tumor Research (IMT), Philipps-University of Marburg, Marburg, Germany
| | - Florian Finkernagel
- Institute of Molecular Biology and Tumor Research (IMT), Philipps-University of Marburg, Marburg, Germany
| | - Thorsten Stiewe
- Genomics Core Facility, Center for Tumor Biology and Immunology (ZTI), Philipps-University of Marburg, Marburg, Germany
| | - Andrea Nist
- Genomics Core Facility, Center for Tumor Biology and Immunology (ZTI), Philipps-University of Marburg, Marburg, Germany
| | - Guntram Suske
- Institute of Molecular Biology and Tumor Research (IMT), Philipps-University of Marburg, Marburg, Germany
- * E-mail:
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Abstract
Efficient generation of disease relevant neuronal subtypes from human pluripotent stem cells (PSCs) is fundamental for realizing their promise in disease modeling, pharmaceutical drug screening and cell therapy. Here we describe a step-by-step protocol for directing the differentiation of human embryonic and induced PSCs (hESCs and hiPSCs, respectively) toward medium spiny neurons, the type of cells that are preferentially lost in Huntington's disease patients. This method is based on a novel concept of Activin A-dependent induction of the lateral ganglionic/striatal fate using a simple monolayer culture paradigm under chemically defined conditions. Transplantable medium spiny neuron progenitors amenable for cryopreservation are produced in less than 20 days, which differentiate and mature into a high yield of dopamine- and cAMP-regulated phosphoprotein, Mr 32 kDa (DARPP32) expressing gamma-aminobutyric acid (GABA)-ergic neurons in vitro and in the adult rat brain after transplantation. This method has been validated in multiple hESC and hiPSC lines, and is independent of the regime for PSC maintenance.
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Affiliation(s)
- Marija Fjodorova
- Neuroscience and Mental Health Research Institute, School of Bioscience, Cardiff University, Cardiff, UK.
| | - Meng Li
- Neuroscience and Mental Health Research Institute, School of Bioscience, Cardiff University, Cardiff, UK
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29
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Magro-Lopez E, Guijarro T, Martinez I, Martin-Vicente M, Liste I, Zambrano A. A Two-Dimensional Human Minilung System (Model) for Respiratory Syncytial Virus Infections. Viruses 2017; 9:v9120379. [PMID: 29232863 PMCID: PMC5744153 DOI: 10.3390/v9120379] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2017] [Revised: 12/04/2017] [Accepted: 12/08/2017] [Indexed: 12/26/2022] Open
Abstract
Human respiratory syncytial virus (HRSV) is a major cause of serious pediatric respiratory diseases that lacks effective vaccine or specific therapeutics. Although our understanding about HRSV biology has dramatically increased during the last decades, the need for adequate models of HRSV infection is compelling. We have generated a two-dimensional minilung from human embryonic stem cells (hESCs). The differentiation protocol yielded at least six types of lung and airway cells, although it is biased toward the generation of distal cells. We show evidence of HRSV replication in lung cells, and the induction of innate and proinflammatory responses, thus supporting its use as a model for the study of HRSV-host interactions.
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Affiliation(s)
- Esmeralda Magro-Lopez
- Functional Unit for Research into Chronic Diseases (UFIEC), Institute of Health Carlos III, 28220 Madrid, Spain.
| | - Trinidad Guijarro
- Functional Unit for Research into Chronic Diseases (UFIEC), Institute of Health Carlos III, 28220 Madrid, Spain.
| | - Isidoro Martinez
- Spanish National Center for Microbiology (CNM), Institute of Health Carlos III, 28220 Madrid, Spain.
| | - Maria Martin-Vicente
- Spanish National Center for Microbiology (CNM), Institute of Health Carlos III, 28220 Madrid, Spain.
| | - Isabel Liste
- Functional Unit for Research into Chronic Diseases (UFIEC), Institute of Health Carlos III, 28220 Madrid, Spain.
| | - Alberto Zambrano
- Functional Unit for Research into Chronic Diseases (UFIEC), Institute of Health Carlos III, 28220 Madrid, Spain.
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30
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Wu S, Li K, Li Y, Zhao T, Li T, Yang YF, Qian W. Independent regulation of gene expression level and noise by histone modifications. PLoS Comput Biol 2017; 13:e1005585. [PMID: 28665997 PMCID: PMC5513504 DOI: 10.1371/journal.pcbi.1005585] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2016] [Revised: 07/17/2017] [Accepted: 05/22/2017] [Indexed: 11/21/2022] Open
Abstract
The inherent stochasticity generates substantial gene expression variation among isogenic cells under identical conditions, which is frequently referred to as gene expression noise or cell-to-cell expression variability. Similar to (average) expression level, expression noise is also subject to natural selection. Yet it has been observed that noise is negatively correlated with expression level, which manifests as a potential constraint for simultaneous optimization of both. Here, we studied expression noise in human embryonic cells with computational analysis on single-cell RNA-seq data and in yeast with flow cytometry experiments. We showed that this coupling is overcome, to a certain degree, by a histone modification strategy in multiple embryonic developmental stages in human, as well as in yeast. Importantly, this epigenetic strategy could fit into a burst-like gene expression model: promoter-localized histone modifications (such as H3K4 methylation) are associated with both burst size and burst frequency, which together influence expression level, while gene-body-localized ones (such as H3K79 methylation) are more associated with burst frequency, which influences both expression level and noise. We further knocked out the only “writer” of H3K79 methylation in yeast, and observed that expression noise is indeed increased. Consistently, dosage sensitive genes, such as genes in the Wnt signaling pathway, tend to be marked with gene-body-localized histone modifications, while stress responding genes, such as genes regulating autophagy, tend to be marked with promoter-localized ones. Our findings elucidate that the “division of labor” among histone modifications facilitates the independent regulation of expression level and noise, extend the “histone code” hypothesis to include expression noise, and shed light on the optimization of transcriptome in evolution. Gene expression noise, or cell-to-cell expression variability, has been a topic of intense interest for more than a decade. The prevailing model of “burst-like transcription” mediated by the promoter transitions between on and off states explains the formation of noise in eukaryotes. Albeit widely accepted, the cis- elements that determine the burst frequency and burst size remain largely unknown. Here we systematically examined the relationship between transcriptional burst frequency/size and all major histone modifications in various cell types, including human embryonic cells, mouse embryonic stem cells, and yeast, and found that histone markers can be divided into two groups based on their associations with burst frequency/ size. Coincidently, promoter-localized histone markers are associated with both burst size and burst frequency whereas gene-body-localized ones are more associated with burst frequency. We further knocked out a gene that is responsible for “writing” a gene-body histone mark in yeast, and found that burst frequency is indeed reduced. Our findings reveal a new mechanism of transcriptional burst regulation and shed light on the simultaneous optimization of gene expression level and noise in evolution.
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Affiliation(s)
- Shaohuan Wu
- State Key Laboratory of Plant Genomics, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, China
- Key Laboratory of Genetic Network Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
- * E-mail: (WQ); (SW)
| | - Ke Li
- State Key Laboratory of Plant Genomics, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, China
- Key Laboratory of Genetic Network Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, China
| | - Yingshu Li
- Key Laboratory of Genetic Network Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
- State Key Laboratory of Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, China
| | - Tong Zhao
- Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Ting Li
- State Key Laboratory of Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, China
| | - Yu-Fei Yang
- State Key Laboratory of Plant Genomics, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, China
- Key Laboratory of Genetic Network Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Wenfeng Qian
- State Key Laboratory of Plant Genomics, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, China
- Key Laboratory of Genetic Network Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
- * E-mail: (WQ); (SW)
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31
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Wadkin LE, Elliot LF, Neganova I, Parker NG, Chichagova V, Swan G, Laude A, Lako M, Shukurov A. Dynamics of single human embryonic stem cells and their pairs: a quantitative analysis. Sci Rep 2017; 7:570. [PMID: 28373677 PMCID: PMC5428844 DOI: 10.1038/s41598-017-00648-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2016] [Accepted: 03/01/2017] [Indexed: 11/30/2022] Open
Abstract
Numerous biological approaches are available to characterise the mechanisms which govern the formation of human embryonic stem cell (hESC) colonies. To understand how the kinematics of single and pairs of hESCs impact colony formation, we study their mobility characteristics using time-lapse imaging. We perform a detailed statistical analysis of their speed, survival, directionality, distance travelled and diffusivity. We confirm that single and pairs of cells migrate as a diffusive random walk for at least 7 hours of evolution. We show that the presence of Cell Tracer significantly reduces hESC mobility. Our results open the path to employ the theoretical framework of the diffusive random walk for the prognostic modelling and optimisation of the growth of hESC colonies. Indeed, we employ this random walk model to estimate the seeding density required to minimise the occurrence of hESC colonies arising from more than one founder cell and the minimal cell number needed for successful colony formation. Our prognostic model can be extended to investigate the kinematic behaviour of somatic cells emerging from hESC differentiation and to enable its wide application in phenotyping of pluripotent stem cells for large scale stem cell culture expansion and differentiation platforms.
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Affiliation(s)
- L E Wadkin
- School of Mathematics and Statistics, Newcastle University, Newcastle upon Tyne, UK
| | - L F Elliot
- School of Mathematics and Statistics, Newcastle University, Newcastle upon Tyne, UK
| | - I Neganova
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, UK
| | - N G Parker
- School of Mathematics and Statistics, Newcastle University, Newcastle upon Tyne, UK
| | - V Chichagova
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, UK
| | - G Swan
- School of Mathematics and Statistics, Newcastle University, Newcastle upon Tyne, UK
| | - A Laude
- Bio-Imaging Unit, Medical School, Newcastle University, Newcastle upon Tyne, UK
| | - M Lako
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, UK
| | - A Shukurov
- School of Mathematics and Statistics, Newcastle University, Newcastle upon Tyne, UK.
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32
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Abstract
Freshly isolated human adult hepatocytes are considered to be the gold standard tool for in vitro studies. However, primary hepatocyte scarcity, cell cycle arrest and the rapid loss of cell phenotype limit their widespread deployment. Human embryonic stem cells and induced pluripotent stem cells provide renewable sources of hepatocyte-like cells (HLCs). Despite the use of various differentiation methodologies, HLCs like primary human hepatocytes exhibit unstable phenotype in culture. It has been shown that the functional capacity can be improved by adding back elements of human physiology, such as cell co-culture or through the use of natural and/or synthetic surfaces. In this study, the effect of fluid shear stress on HLC performance was investigated. We studied two important liver functions, cytochrome P450 drug metabolism and serum protein secretion, in static cultures and those exposed to fluid shear stress. Our study demonstrates that fluid shear stress improved Cyp1A2 activity by approximately fivefold. This was paralleled by an approximate ninefold increase in sensitivity to a drug, primarily metabolised by Cyp2D6. In addition to metabolic capacity, fluid shear stress also improved hepatocyte phenotype with an approximate fourfold reduction in the secretion of a foetal marker, alpha-fetoprotein. We believe these studies highlight the importance of introducing physiologic cues in cell-based models to improve somatic cell phenotype.
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Affiliation(s)
- Hassan Rashidi
- MRC Centre for Regenerative Medicine, University of Edinburgh, Edinburgh, EH16 4UU, UK
| | - Sharmin Alhaque
- MRC Centre for Regenerative Medicine, University of Edinburgh, Edinburgh, EH16 4UU, UK
| | - Dagmara Szkolnicka
- MRC Centre for Regenerative Medicine, University of Edinburgh, Edinburgh, EH16 4UU, UK
| | - Oliver Flint
- MRC Centre for Regenerative Medicine, University of Edinburgh, Edinburgh, EH16 4UU, UK
| | - David C Hay
- MRC Centre for Regenerative Medicine, University of Edinburgh, Edinburgh, EH16 4UU, UK.
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33
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Marsboom G, Zhang GF, Pohl-Avila N, Zhang Y, Yuan Y, Kang H, Hao B, Brunengraber H, Malik AB, Rehman J. Glutamine Metabolism Regulates the Pluripotency Transcription Factor OCT4. Cell Rep 2016; 16:323-332. [PMID: 27346346 DOI: 10.1016/j.celrep.2016.05.089] [Citation(s) in RCA: 64] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Revised: 04/22/2016] [Accepted: 05/21/2016] [Indexed: 11/19/2022] Open
Abstract
The molecular mechanisms underlying the regulation of pluripotency by cellular metabolism in human embryonic stem cells (hESCs) are not fully understood. We found that high levels of glutamine metabolism are essential to prevent degradation of OCT4, a key transcription factor regulating hESC pluripotency. Glutamine withdrawal depletes the endogenous antioxidant glutathione (GSH), which results in the oxidation of OCT4 cysteine residues required for its DNA binding and enhanced OCT4 degradation. The emergence of the OCT4(lo) cell population following glutamine withdrawal did not result in greater propensity for cell death. Instead, glutamine withdrawal during vascular differentiation of hESCs generated cells with greater angiogenic capacity, thus indicating that modulating glutamine metabolism enhances the differentiation and functional maturation of cells. These findings demonstrate that the pluripotency transcription factor OCT4 can serve as a metabolic-redox sensor in hESCs and that metabolic cues can act in concert with growth factor signaling to orchestrate stem cell differentiation.
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Affiliation(s)
- Glenn Marsboom
- Department of Pharmacology, University of Illinois College of Medicine, Chicago, IL 60612, USA.
| | - Guo-Fang Zhang
- Division of Endocrinology, Metabolism and Nutrition, Department of Medicine, Duke Molecular Physiology Institute, Duke University, Durham, NC 27701, USA
| | - Nicole Pohl-Avila
- Division of Cardiology, Department of Medicine, University of Illinois College of Medicine, Chicago, IL 60612, USA
| | - Yanmin Zhang
- Division of Cardiology, Department of Medicine, University of Illinois College of Medicine, Chicago, IL 60612, USA; Department of Pathology, University of Illinois College of Medicine, Chicago, IL 60612, USA
| | - Yang Yuan
- Department of Pharmacology, University of Illinois College of Medicine, Chicago, IL 60612, USA
| | - Hojin Kang
- Department of Pharmacology, University of Illinois College of Medicine, Chicago, IL 60612, USA
| | - Bo Hao
- Department of Pharmacology, University of Illinois College of Medicine, Chicago, IL 60612, USA
| | - Henri Brunengraber
- Department of Nutrition, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Asrar B Malik
- Department of Pharmacology, University of Illinois College of Medicine, Chicago, IL 60612, USA
| | - Jalees Rehman
- Department of Pharmacology, University of Illinois College of Medicine, Chicago, IL 60612, USA; Division of Cardiology, Department of Medicine, University of Illinois College of Medicine, Chicago, IL 60612, USA.
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34
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Ahn S, Kim TG, Kim KS, Chung S. Differentiation of human pluripotent stem cells into Medial Ganglionic Eminence vs. Caudal Ganglionic Eminence cells. Methods 2016; 101:103-12. [PMID: 26364591 PMCID: PMC4786472 DOI: 10.1016/j.ymeth.2015.09.009] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2015] [Revised: 08/29/2015] [Accepted: 09/09/2015] [Indexed: 12/18/2022] Open
Abstract
Human pluripotent stem cells (PSCs) represent an opportunity to study human development in vitro, to model diseases in a dish, to screen drugs as well as to provide an unlimited and ethically unimpeded source of therapeutic cells. Cortical GABAergic interneurons, which are generated from Medial Ganglionic Eminence (MGE) cells and Caudal Ganglionic Eminence (CGE) cells during embryonic development, regulate cortical neural networks by providing inhibitory inputs. Their malfunction, resulting in failure to intricately regulate neural circuit balance, has been implicated in brain diseases, such as schizophrenia, autism and epilepsy. In this study, using combinatorial and temporal modulation of developmentally relevant dorsoventral and rostrocaudal signaling pathways, we efficiently generated MGE cells vs. CGE cells from human PSCs, which predominantly generate Parvalbumin-expressing or Somatostatin-expressing interneurons vs. Calretinin-expressing interneurons, respectively. Efficient generation of specific differentiated progenies of hPSCs as shown in this study will be a pivotal step to realize the full potential of hPSCs for regenerative medicine, developmental studies, disease modeling, bioassay, and drug screening.
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Affiliation(s)
- Sandra Ahn
- Translational Stem Cell Neurobiology Laboratory, Department of Psychiatry and Program in Neuroscience, McLean Hospital/Harvard Medical School, Belmont, MA 02478, USA
| | - Tae-Gon Kim
- Molecular Neurobiology Laboratory, Department of Psychiatry and Program in Neuroscience, McLean Hospital/Harvard Medical School, Belmont, MA 02478, USA
| | - Kwang-Soo Kim
- Molecular Neurobiology Laboratory, Department of Psychiatry and Program in Neuroscience, McLean Hospital/Harvard Medical School, Belmont, MA 02478, USA; Harvard Stem Cell Institute, McLean Hospital/Harvard Medical School, Belmont, MA 02478, USA
| | - Sangmi Chung
- Translational Stem Cell Neurobiology Laboratory, Department of Psychiatry and Program in Neuroscience, McLean Hospital/Harvard Medical School, Belmont, MA 02478, USA; Harvard Stem Cell Institute, McLean Hospital/Harvard Medical School, Belmont, MA 02478, USA.
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35
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Abstract
Human embryonic stem cells (hESCs) are derived from the inner cell mass (ICM) of blastocyst staged embryos. Spare blastocyst staged embryos were obtained by in vitro fertilization (IVF) and donated for research purposes. hESCs carrying specific mutations can be used as a powerful cell system in modeling human genetic disorders. We obtained preimplantation genetic diagnosed (PGD) blastocyst staged embryos with genetic mutations that cause human disorders and derived hESCs from these embryos. We applied laser assisted micromanipulation to isolate the inner cell mass from the blastocysts and plated the ICM onto the mouse embryonic fibroblast cells. Two hESC lines with lesions in FOXP3 and NF1 were established. Both lines maintain a typical undifferentiated hESCs phenotype and present a normal karyotype. The two lines express a panel of pluripotency markers and have the potential to differentiate to the three germ layers in vitro and in vivo. The hESC lines with lesions in FOXP3 and NF1 are available for the scientific community and may serve as an important resource for research into these disease states.
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Affiliation(s)
- Hui Zhu
- Department of Genetics, Stanford University, Stanford, California, 94305, United States of America
| | - Barry Behr
- Stanford IVF Laboratory, Stanford Fertility and Reproductive Health, Lucile Packard Childrens Hospital Stanford, Palo Alto, California, 94304, United States of America
- Department of Obstetrics/Gynecology, Stanford University School of Medicine, Stanford, California, 94305, United States of America
| | - Vikrant V. Reddy
- Stanford IVF Laboratory, Stanford Fertility and Reproductive Health, Lucile Packard Childrens Hospital Stanford, Palo Alto, California, 94304, United States of America
| | - Mark Hughes
- Genesis Genetics Institute, Plymouth, Michigan, 48170, United States of America
| | - Yuqiong Pan
- Department of Medicine, Division of Blood and Marrow Transplantation, Stanford University, Stanford, California, 94305, United States of America
| | - Julie Baker
- Department of Genetics, Stanford University, Stanford, California, 94305, United States of America
- * E-mail:
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36
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Domínguez-Bendala J, Lanzoni G, Klein D, Álvarez-Cubela S, Pastori RL. The Human Endocrine Pancreas: New Insights on Replacement and Regeneration. Trends Endocrinol Metab 2016; 27:153-162. [PMID: 26774512 DOI: 10.1016/j.tem.2015.12.003] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Revised: 12/11/2015] [Accepted: 12/14/2015] [Indexed: 12/24/2022]
Abstract
Islet transplantation is an effective cell therapy for type 1 diabetes (T1D) but its clinical application is limited due to shortage of donors. After a decade-long period of exploration of potential alternative cell sources, the field has only recently zeroed in on two of them as the most likely to replace islets. These are pluripotent stem cells (PSCs) (through directed differentiation) and pancreatic non-endocrine cells (through directed differentiation or reprogramming). Here we review progress in both areas, including the initiation of Phase I/II clinical trials using human embryonic stem cell (hESc)-derived progenitors, advances in hESc differentiation in vitro, novel insights on the developmental plasticity of the pancreas, and groundbreaking new approaches to induce β cell conversion from the non-endocrine compartment without genetic manipulation.
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Affiliation(s)
- Juan Domínguez-Bendala
- Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA; Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA; Department of Cell Biology and Anatomy, University of Miami Miller School of Medicine, Miami, FL, USA.
| | - Giacomo Lanzoni
- Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Dagmar Klein
- Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Silvia Álvarez-Cubela
- Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Ricardo L Pastori
- Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA; Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, FL, USA; Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA.
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37
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Weisbrod D, Khun SH, Bueno H, Peretz A, Attali B. Mechanisms underlying the cardiac pacemaker: the role of SK4 calcium-activated potassium channels. Acta Pharmacol Sin 2016; 37:82-97. [PMID: 26725737 PMCID: PMC4722971 DOI: 10.1038/aps.2015.135] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2015] [Accepted: 11/25/2015] [Indexed: 12/25/2022] Open
Abstract
The proper expression and function of the cardiac pacemaker is a critical feature of heart physiology. The sinoatrial node (SAN) in human right atrium generates an electrical stimulation approximately 70 times per minute, which propagates from a conductive network to the myocardium leading to chamber contractions during the systoles. Although the SAN and other nodal conductive structures were identified more than a century ago, the mechanisms involved in the generation of cardiac automaticity remain highly debated. In this short review, we survey the current data related to the development of the human cardiac conduction system and the various mechanisms that have been proposed to underlie the pacemaker activity. We also present the human embryonic stem cell-derived cardiomyocyte system, which is used as a model for studying the pacemaker. Finally, we describe our latest characterization of the previously unrecognized role of the SK4 Ca(2+)-activated K(+) channel conductance in pacemaker cells. By exquisitely balancing the inward currents during the diastolic depolarization, the SK4 channels appear to play a crucial role in human cardiac automaticity.
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Affiliation(s)
- David Weisbrod
- Department of Physiology & Pharmacology, Sackler Faculty of Medicine, Sagol School of Neuroscience, Tel Aviv University, Tel Aviv 69978, Israel
| | - Shiraz Haron Khun
- Department of Physiology & Pharmacology, Sackler Faculty of Medicine, Sagol School of Neuroscience, Tel Aviv University, Tel Aviv 69978, Israel
| | - Hanna Bueno
- Department of Physiology & Pharmacology, Sackler Faculty of Medicine, Sagol School of Neuroscience, Tel Aviv University, Tel Aviv 69978, Israel
| | - Asher Peretz
- Department of Physiology & Pharmacology, Sackler Faculty of Medicine, Sagol School of Neuroscience, Tel Aviv University, Tel Aviv 69978, Israel
| | - Bernard Attali
- Department of Physiology & Pharmacology, Sackler Faculty of Medicine, Sagol School of Neuroscience, Tel Aviv University, Tel Aviv 69978, Israel
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38
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Huang B, Ning S, Zhuang L, Jiang C, Cui Y, Fan G, Qin L, Liu J. Ethanol Inactivated Mouse Embryonic Fibroblasts Maintain the Self-Renew and Proliferation of Human Embryonic Stem Cells. PLoS One 2015; 10:e0130332. [PMID: 26091287 PMCID: PMC4474813 DOI: 10.1371/journal.pone.0130332] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2014] [Accepted: 05/18/2015] [Indexed: 11/21/2022] Open
Abstract
Conventionally, mouse embryonic fibroblasts (MEFs) inactivated by mitomycin C or irradiation were applied to support the self-renew and proliferation of human embryonic stem cells (hESCs). To avoid the disadvangtages of mitomycin C and irradiation, here MEFs were treated by ethanol (ET). Our data showed that 10% ET-inactivated MEFs (eiMEFs) could well maintain the self-renew and proliferation of hESCs. hESCs grown on eiMEFs expressed stem cell markers of NANOG, octamer-binding protein 4 (OCT4), stage-specific embryonic antigen-4 (SSEA4) and tumour related antigen-1-81 (TRA-1-81), meanwhile maintained normal karyotype after long time culture. Also, hESCs cocultured with eiMEFs were able to form embryoid body (EB) in vitro and develop teratoma in vivo. Moreover, eiMEFs could keep their nutrient functions after long time cryopreservation. Our results indicate that the application of eiMEF in hESCs culture is safe, economical and convenient, thus is a better choice.
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Affiliation(s)
- Boxian Huang
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210038, China
- State Key Laboratory of Reproductive Medicine, Center of Clinical Reproductive Medicine, First Affiliated Hospital, Nanjing Medical University, Nanjing, 210029, China
| | - Song Ning
- State Key Laboratory of Reproductive Medicine, Center of Clinical Reproductive Medicine, First Affiliated Hospital, Nanjing Medical University, Nanjing, 210029, China
| | - Lili Zhuang
- Department of Pediatrics, First Affiliated Hospital, Nanjing Medical University, Nanjing, Jiangsu Province, 210029, China
| | - Chunyan Jiang
- State Key Laboratory of Reproductive Medicine, Center of Clinical Reproductive Medicine, First Affiliated Hospital, Nanjing Medical University, Nanjing, 210029, China
| | - Yugui Cui
- State Key Laboratory of Reproductive Medicine, Center of Clinical Reproductive Medicine, First Affiliated Hospital, Nanjing Medical University, Nanjing, 210029, China
| | - Guoping Fan
- Department of Human Genetics, David Geffen School of Medicine, UCLA, Los Angeles, California, 90095, United States of America
| | - Lianju Qin
- State Key Laboratory of Reproductive Medicine, Center of Clinical Reproductive Medicine, First Affiliated Hospital, Nanjing Medical University, Nanjing, 210029, China
| | - Jiayin Liu
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210038, China
- State Key Laboratory of Reproductive Medicine, Center of Clinical Reproductive Medicine, First Affiliated Hospital, Nanjing Medical University, Nanjing, 210029, China
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Xing B, Wang L, Li Q, Cao Y, Dong X, Liang J, Wu X. Human embryonic stem cell-derived pancreatic endoderm alleviates diabetic pathology and improves reproductive outcome in C57BL/KsJ-Lep(db/+) gestational diabetes mellitus mice. Nutr Res 2015; 35:603-9. [PMID: 26066567 DOI: 10.1016/j.nutres.2015.05.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2015] [Revised: 05/02/2015] [Accepted: 05/11/2015] [Indexed: 11/15/2022]
Abstract
Gestational diabetes mellitus is a condition commonly encountered during mid to late pregnancy with pathologic manifestations including hyperglycemia, hyperinsulinemia, insulin resistance, and fetal maldevelopment. The cause of gestational diabetes mellitus can be attributed to both genetic and environmental factors, hence complicating its diagnosis and treatment. Pancreatic progenitors derived from human embryonic stem cells were shown to be able to effectively treat diabetes in mice. In this study, we have developed a system of treating diabetes using human embryonic stem cell-derived pancreatic endoderm in a mouse model of gestational diabetes mellitus. Human embryonic stem cells were differentiated in vitro into pancreatic endoderm, which were then transplanted into db/+ mice suffering from gestational diabetes mellitus. The transplant greatly improved glucose metabolism and reproductive outcome of the females compared with the control groups. Our findings support the feasibility of using differentiated human embryonic stem cells for treating gestational diabetes mellitus patients.
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Affiliation(s)
- Baoheng Xing
- Department of Obstetrics, Cangzhou City Central Hospital, Cangzhou 061001, People's Republic of People's Republic of China
| | - Lili Wang
- Department of Neurology, Cangzhou City People's Hospital, Cangzhou 061000, People's Republic of China
| | - Qin Li
- Department of Obstetrics, Cangzhou City Central Hospital, Cangzhou 061001, People's Republic of People's Republic of China
| | - Yalei Cao
- Department of Obstetrics, Cangzhou City Central Hospital, Cangzhou 061001, People's Republic of People's Republic of China
| | - Xiujuan Dong
- Department of Obstetrics, Cangzhou City Central Hospital, Cangzhou 061001, People's Republic of People's Republic of China
| | - Jun Liang
- Department of Gynecology and Obstetrics, Bethune International Peace Hospital, Shijiazhuang 050051, People's Republic of China
| | - Xiaohua Wu
- Department of Gynecology and Obstetrics, Bethune International Peace Hospital, Shijiazhuang 050051, People's Republic of China.
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Pethe P, Pursani V, Bhartiya D. Lineage specific expression of Polycomb Group Proteins in human embryonic stem cells in vitro. Cell Biol Int 2015; 39:600-10. [PMID: 25572667 DOI: 10.1002/cbin.10431] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2014] [Accepted: 12/26/2014] [Indexed: 02/05/2023]
Abstract
Human embryonic (hES) stem cells are an excellent model to study lineage specification and differentiation into various cell types. Differentiation necessitates repression of specific genes not required for a particular lineage. Polycomb Group (PcG) proteins are key histone modifiers, whose primary function is gene repression. PcG proteins form complexes called Polycomb Repressive Complexes (PRCs), which catalyze histone modifications such as H2AK119ub1, H3K27me3, and H3K9me3. PcG proteins play a crucial role during differentiation of stem cells. The expression of PcG transcripts during differentiation of hES cells into endoderm, mesoderm, and ectoderm lineage is yet to be shown. In-house derived hES cell line KIND1 was differentiated into endoderm, mesoderm, and ectoderm lineages; followed by characterization using RT-PCR for HNF4A, CDX2, MEF2C, TBX5, SOX1, and MAP2. qRT-PCR and western blotting was performed to compare expression of PcG transcripts and proteins across all the three lineages. We observed that cells differentiated into endoderm showed upregulation of RING1B, BMI1, EZH2, and EED transcripts. Mesoderm differentiation was characterized by significant downregulation of all PcG transcripts during later stages. BMI1 and RING1B were upregulated while EZH2, SUZ12, and EED remained low during ectoderm differentiation. Western blotting also showed distinct expression of BMI1 and EZH2 during differentiation into three germ layers. Our study shows that hES cells differentiating into endoderm, mesoderm, and ectoderm lineages show distinct PcG expression profile at transcript and protein level.
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Affiliation(s)
- Prasad Pethe
- Stem Cell Biology Department, National Institute for Research in Reproductive Health (NIRRH), Jehangir Merwanji Street, Parel, Mumbai, 400012, India
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Gaitas A, Malhotra R, Li T, Herron T, Jalife J. A device for rapid and quantitative measurement of cardiac myocyte contractility. Rev Sci Instrum 2015; 86:034302. [PMID: 25832250 PMCID: PMC4376763 DOI: 10.1063/1.4915500] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/02/2015] [Accepted: 03/09/2015] [Indexed: 05/27/2023]
Abstract
Cardiac contractility is the hallmark of cardiac function and is a predictor of healthy or diseased cardiac muscle. Despite advancements over the last two decades, the techniques and tools available to cardiovascular scientists are limited in their utility to accurately and reliably measure the amplitude and frequency of cardiomyocyte contractions. Isometric force measurements in the past have entailed cumbersome attachment of isolated and permeabilized cardiomyocytes to a force transducer followed by measurements of sarcomere lengths under conditions of submaximal and maximal Ca(2+) activation. These techniques have the inherent disadvantages of being labor intensive and costly. We have engineered a micro-machined cantilever sensor with an embedded deflection-sensing element that, in preliminary experiments, has demonstrated to reliably measure cardiac cell contractions in real-time. Here, we describe this new bioengineering tool with applicability in the cardiovascular research field to effectively and reliably measure cardiac cell contractility in a quantitative manner. We measured contractility in both primary neonatal rat heart cardiomyocyte monolayers that demonstrated a beat frequency of 3 Hz as well as human embryonic stem cell-derived cardiomyocytes with a contractile frequency of about 1 Hz. We also employed the β-adrenergic agonist isoproterenol (100 nmol l(-1)) and observed that our cantilever demonstrated high sensitivity in detecting subtle changes in both chronotropic and inotropic responses of monolayers. This report describes the utility of our micro-device in both basic cardiovascular research as well as in small molecule drug discovery to monitor cardiac cell contractions.
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Affiliation(s)
- Angelo Gaitas
- Kytaro, Inc., 11200 SW 8th Street, MARC 430, Miami, Florida 33199, USA
| | - Ricky Malhotra
- Kytaro, Inc., 11200 SW 8th Street, MARC 430, Miami, Florida 33199, USA
| | - Tao Li
- Electrical Engineering and Computer Science, University of Michigan, 1301 Beal Ave., Ann Arbor, Michigan 48109, USA
| | - Todd Herron
- Center for Arrhythmia Research, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - José Jalife
- Center for Arrhythmia Research, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan 48109, USA
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Abstract
Stem cells have generated great interest for their potential therapeutic use because of their capacity to self-renew indefinitely and to generate all cell lineages (pluripotency). Many diseases such as neurodegenerative disorders or diabetes are caused by loss of functionality or deficiency of a particular cell type. Stem cells differentiated into a specific cell type such as pancreatic β-cells or neurons, for example, thus hold great promise for regenerative medicine. However, many challenges have to be overcome before stem cell therapy can become a viable clinical approach.
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Affiliation(s)
- Satyakam Bhagavati
- Department of Neurology, State University of New York, Downstate Medical Center, 450 Clarkson Avenue, Brooklyn, NY, 11203, USA,
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Ferguson LR, Balaiya S, Mynampati BK, Sambhav K, Chalam KV. Deprivation of bFGF Promotes Spontaneous Differentiation of Human Embryonic Stem Cells into Retinal Pigment Epithelial Cells. J Stem Cells 2015; 10:159-170. [PMID: 27125061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
BACKGROUND The retinal pigment epithelium (RPE), an important tissue monolayer of retina, sustains visual function and retinal homeostasis. In disease conditions such as Retinitis Pigmentosa (RP) and Age related Macular degeneration (AMD), the integrity and functional capacity of RPE monolayer is compromised. Human embryonic stem cells derived RPE (hESC-RPE) is ideal for cell based therapy because of their ability to morphologically and functionally mimic native fetal and adult RPE. However protocols for optimum culture of hESC-RPE are not well established. AIM To describe a simplified protocol for differentiating human embryonic stem cells (hESC) into retinal pigment epithelial cells. METHODS hESC (WA09-DL-11) cell lines were grown with standard stem cell culture protocol. After cell colonies were established, basic fibroblast growth factor (bFGF) was deprived (day 0). hESC colonies expressing pigmentation were characterized for expression of RPE65 and Zonular occludens--1 (ZO-1) with immunocytochemistry on days 0, 36, 42, 56 and 70 and western blot analysis on days 0, 40, 48, 53 and 63. In addition, morphological assessment was conducted on transformed cells longitudinally. RESULTS Pigmented cells were noted 36 days after deprivation of bFGF from growth media. Immunofluorescence demonstrated progressive up regulation of RPE specific proteins (ZO-1 & RPE 65). Immunofluorescence of ZO-1 (in pixels) was (3.08 ± 0.31) on day 42, (5.33 ± 0.89, p = 0.0001) on day 56 and (4.87 ± 0.57, p = 0.0011) on day 70. Similarly expression of RPE 65 was (2.44 ± 0.31) on day 42, which continued to increase (4.23 ± 0.60, p = 0.0011) on day 56 and (5.59 ± 0.36, p < 0.0001) on day 70. Protein expression patterns using western blot confirmed the trends seen in immunofluorescence. Western blot analysis of ZO-1 expression (in optical density unit) was 272.57 ± 31.75 on day 40, 4212.20 ± 911.31 (p = 0.0004) on day 48, 5182.43 ± 1230.38 (p = 0.030) on day 53 and 5848.76 ± 241.04 (p < 0.0001) on day 63. Protein expression of RPE 65 was 1607.64 ± 247.76 on day 40, 2448.07 ± 152.66 on day 48 and (2341.15 ± 52.84) on day 63. hESC-RPE cells displayed a series of specific morphological changes (cytoplasmic, nuclear pigmentary and cell shape) over the course of time frame. By day 70, cells with hexagonal pattern, dark dense nucleus and uniform cytoplasm were noted in densely pigmented RPE colonies. CONCLUSION bFGF deprivation leads to successful differentiation of hESC into RPE cells. Longitudinal transformative changes were confirmed with measurement of ZO-1 and RPE 65, specific markers of RPE.
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Koka PS. Degeneration versus Regeneration. J Stem Cells 2015; 10:157-158. [PMID: 27125060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
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Turner J, Quek LE, Titmarsh D, Krömer JO, Kao LP, Nielsen L, Wolvetang E, Cooper-White J. Metabolic profiling and flux analysis of MEL-2 human embryonic stem cells during exponential growth at physiological and atmospheric oxygen concentrations. PLoS One 2014; 9:e112757. [PMID: 25412279 PMCID: PMC4239018 DOI: 10.1371/journal.pone.0112757] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2014] [Accepted: 10/14/2014] [Indexed: 12/21/2022] Open
Abstract
As human embryonic stem cells (hESCs) steadily progress towards regenerative medicine applications there is an increasing emphasis on the development of bioreactor platforms that enable expansion of these cells to clinically relevant numbers. Surprisingly little is known about the metabolic requirements of hESCs, precluding the rational design and optimisation of such platforms. In this study, we undertook an in-depth characterisation of MEL-2 hESC metabolic behaviour during the exponential growth phase, combining metabolic profiling and flux analysis tools at physiological (hypoxic) and atmospheric (normoxic) oxygen concentrations. To overcome variability in growth profiles and the problem of closing mass balances in a complex environment, we developed protocols to accurately measure uptake and production rates of metabolites, cell density, growth rate and biomass composition, and designed a metabolic flux analysis model for estimating internal rates. hESCs are commonly considered to be highly glycolytic with inactive or immature mitochondria, however, whilst the results of this study confirmed that glycolysis is indeed highly active, we show that at least in MEL-2 hESC, it is supported by the use of oxidative phosphorylation within the mitochondria utilising carbon sources, such as glutamine to maximise ATP production. Under both conditions, glycolysis was disconnected from the mitochondria with all of the glucose being converted to lactate. No difference in the growth rates of cells cultured under physiological or atmospheric oxygen concentrations was observed nor did this cause differences in fluxes through the majority of the internal metabolic pathways associated with biogenesis. These results suggest that hESCs display the conventional Warburg effect, with high aerobic activity despite high lactate production, challenging the idea of an anaerobic metabolism with low mitochondrial activity. The results of this study provide new insight that can be used in rational bioreactor design and in the development of novel culture media for hESC maintenance and expansion.
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Affiliation(s)
- Jennifer Turner
- Tissue Engineering and Microfluidics Laboratory, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia, Queensland, Australia
- Stem Cell Engineering Group, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia, Queensland, Australia
| | - Lake-Ee Quek
- Centre for Systems and Synthetic Biotechnology, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia, Queensland, Australia
| | - Drew Titmarsh
- Tissue Engineering and Microfluidics Laboratory, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia, Queensland, Australia
- Stem Cell Engineering Group, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia, Queensland, Australia
| | - Jens O. Krömer
- Centre for Systems and Synthetic Biotechnology, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia, Queensland, Australia
- Metabolomics Australia, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia, Queensland, Australia
| | - Li-Pin Kao
- Stem Cell Engineering Group, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia, Queensland, Australia
| | - Lars Nielsen
- Centre for Systems and Synthetic Biotechnology, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia, Queensland, Australia
- Metabolomics Australia, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia, Queensland, Australia
| | - Ernst Wolvetang
- Stem Cell Engineering Group, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia, Queensland, Australia
- * E-mail: (EW); (JCW)
| | - Justin Cooper-White
- Tissue Engineering and Microfluidics Laboratory, The Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia, Queensland, Australia
- School of Chemical Engineering, The University of Queensland, St Lucia, Queensland, Australia
- * E-mail: (EW); (JCW)
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Yao R, Wang J, Li X, Jung Jung D, Qi H, Kee KK, Du Y. Hepatic differentiation of human embryonic stem cells as microscaled multilayered colonies leading to enhanced homogeneity and maturation. Small 2014; 10:4311-4323. [PMID: 25059765 DOI: 10.1002/smll.201401040] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2014] [Revised: 05/28/2014] [Indexed: 06/03/2023]
Abstract
Directed differentiation of human embryonic stem cells (hESCs) towards hepatocyte-like cells on planar tissue culture plates has been extensively investigated with great promise to provide alternative cell sources for drug metabolism/toxicity testing. Recently, hepatic differentiation of hESCs in 3D configuration with better mimicry of embryonic liver development represents incremental efforts to improve the differentiation efficiency and cellular maturation. However, most of the present 3D differentiation configurations involved interruptive operations during the multi-staged differentiation process, which might impose unwanted influence on cellular differentiation. Most of the current researches resulted in generation of hepatocytes with high expression of AFP, which is minimally expressed in primary hepatocytes. Here, off-the-shelf micro-stencil arrays are developed to generate adherent multilayered colonies composed of hESCs-derived cells. Uninterrupted cellular differentiation and proliferation is achieved to recapitulate the continuous and multi-stage liver development. Compared with conventional 2D format, the micro-scaled multilayered colonies with uniform and defined sizes constrained within the microwells are composed of more homogenous and mature hepatocyte-like cells with significantly lowered AFP expression and elevated hepatic functions. The multilayered colonies as novel 3D configuration for hepatic differentiation of hESCs represent a significant step toward efficient generation of functional hepatocytes for regenerative medicine and drug discovery.
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Affiliation(s)
- Rui Yao
- Biofabrication Center, Department of Mechanical Engineering, Tsinghua University, Beijing, People's Republic of China; Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, 100084, China
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Wu J, Rostami MR, Cadavid Olaya DP, Tzanakakis ES. Oxygen transport and stem cell aggregation in stirred-suspension bioreactor cultures. PLoS One 2014; 9:e102486. [PMID: 25032842 PMCID: PMC4102498 DOI: 10.1371/journal.pone.0102486] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2014] [Accepted: 06/19/2014] [Indexed: 01/16/2023] Open
Abstract
Stirred-suspension bioreactors are a promising modality for large-scale culture of 3D aggregates of pluripotent stem cells and their progeny. Yet, cells within these clusters experience limitations in the transfer of factors and particularly O2 which is characterized by low solubility in aqueous media. Cultured stem cells under different O2 levels may exhibit significantly different proliferation, viability and differentiation potential. Here, a transient diffusion-reaction model was built encompassing the size distribution and ultrastructural characteristics of embryonic stem cell (ESC) aggregates. The model was coupled to experimental data from bioreactor and static cultures for extracting the effective diffusivity and kinetics of consumption of O2 within mouse (mESC) and human ESC (hESC) clusters. Under agitation, mESC aggregates exhibited a higher maximum consumption rate than hESC aggregates. Moreover, the reaction-diffusion model was integrated with a population balance equation (PBE) for the temporal distribution of ESC clusters changing due to aggregation and cell proliferation. Hypoxia was found to be negligible for ESCs with a smaller radius than 100 µm but became appreciable for aggregates larger than 300 µm. The integrated model not only captured the O2 profile both in the bioreactor bulk and inside ESC aggregates but also led to the calculation of the duration that fractions of cells experience a certain range of O2 concentrations. The approach described in this study can be employed for gaining a deeper understanding of the effects of O2 on the physiology of stem cells organized in 3D structures. Such frameworks can be extended to encompass the spatial and temporal availability of nutrients and differentiation factors and facilitate the design and control of relevant bioprocesses for the production of stem cell therapeutics.
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Affiliation(s)
- Jincheng Wu
- Department of Chemical and Biological Engineering, Tufts University, Medford, Massachusetts, United States of America
| | - Mahboubeh Rahmati Rostami
- Department of Chemical and Biological Engineering, Tufts University, Medford, Massachusetts, United States of America
| | - Diana P. Cadavid Olaya
- Department of Chemical and Biological Engineering, State University of New York at Buffalo, Buffalo, New York, United States of America
| | - Emmanuel S. Tzanakakis
- Department of Chemical and Biological Engineering, Tufts University, Medford, Massachusetts, United States of America
- * E-mail:
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