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Abstract
Pluripotent cells are a powerful tool for regenerative medicine and drug discovery. Several techniques have been developed to induce pluripotency, or to extract pluripotent cells from different tissues and biological fluids. However, the characterization of pluripotency requires tedious, expensive, time-consuming, and not always reliable wet-lab experiments; thus, an easy, standard quality-control protocol of pluripotency assessment remains to be established. Here to help comes the use of high-throughput techniques, and in particular, the employment of gene expression microarrays, which has become a complementary technique for cellular characterization. Research has shown that the transcriptomics comparison with an Embryonic Stem Cell (ESC) of reference is a good approach to assess the pluripotency. Under the premise that the best protocol is a computer software source code, here I propose and explain line by line a software protocol coded in R-Bioconductor for pluripotency assessment based on the comparison of transcriptomics data of pluripotent cells with an ESC of reference. I provide advice for experimental design, warning about possible pitfalls, and guides for results interpretation.
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152
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Fort A, Yamada D, Hashimoto K, Koseki H, Carninci P. Nuclear transcriptome profiling of induced pluripotent stem cells and embryonic stem cells identify non-coding loci resistant to reprogramming. Cell Cycle 2015; 14:1148-55. [PMID: 25664506 PMCID: PMC4613594 DOI: 10.4161/15384101.2014.988031] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2014] [Revised: 12/08/2014] [Accepted: 01/07/2015] [Indexed: 01/07/2023] Open
Abstract
Identification of functionally relevant differences between induced pluripotent stem cells (iPSC) and reference embryonic stem cells (ESC) remains a central question for therapeutic applications. Differences in gene expression between iPSC and ESC have been examined by microarray and more recently with RNA-SEQ technologies. We here report an in depth analyses of nuclear and cytoplasmic transcriptomes, using the CAGE (cap analysis of gene expression) technology, for 5 iPSC clones derived from mouse lymphocytes B and 3 ESC lines. This approach reveals nuclear transcriptomes significantly more complex in ESC than in iPSC. Hundreds of yet not annotated putative non-coding RNAs and enhancer-associated transcripts specifically transcribed in ESC have been detected and supported with epigenetic and chromatin-chromatin interactions data. We identified super-enhancers transcriptionally active specifically in ESC and associated with genes implicated in the maintenance of pluripotency. Similarly, we detected non-coding transcripts of yet unknown function being regulated by ESC specific super-enhancers. Taken together, these results demonstrate that current protocols of iPSC reprogramming do not trigger activation of numerous cis-regulatory regions. It thus reinforces the need for already suggested deeper monitoring of the non-coding transcriptome when characterizing iPSC clones. Such differences in regulatory transcript expression may indeed impact their potential for clinical applications.
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Affiliation(s)
- Alexandre Fort
- Division of Genomic Technologies; RIKEN Center for Life Science Technologies; Yokohama, Japan
- Present address: Department of Genetic Medicine and Development; University of Geneva Medical School; Geneva, Switzerland
| | - Daisuke Yamada
- Laboratory for Developmental Genetics; RIKEN Center for Integrative Medical Sciences; Yokohama, Japan
| | - Kosuke Hashimoto
- Division of Genomic Technologies; RIKEN Center for Life Science Technologies; Yokohama, Japan
| | - Haruhiko Koseki
- Laboratory for Developmental Genetics; RIKEN Center for Integrative Medical Sciences; Yokohama, Japan
| | - Piero Carninci
- Division of Genomic Technologies; RIKEN Center for Life Science Technologies; Yokohama, Japan
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153
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Fang YL, Chen XG, W T G. Gene delivery in tissue engineering and regenerative medicine. J Biomed Mater Res B Appl Biomater 2014; 103:1679-99. [PMID: 25557560 DOI: 10.1002/jbm.b.33354] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2014] [Revised: 11/07/2014] [Accepted: 11/18/2014] [Indexed: 12/13/2022]
Abstract
As a promising strategy to aid or replace tissue/organ transplantation, gene delivery has been used for regenerative medicine applications to create or restore normal function at the cell and tissue levels. Gene delivery has been successfully performed ex vivo and in vivo in these applications. Excellent proliferation capabilities and differentiation potentials render certain cells as excellent candidates for ex vivo gene delivery for regenerative medicine applications, which is why multipotent and pluripotent cells have been intensely studied in this vein. In this review, gene delivery is discussed in detail, along with its applications to tissue engineering and regenerative medicine. A definition of a stem cell is compared to a definition of a stem property, and both provide the foundation for an in-depth look at gene delivery investigations from a germ lineage angle.
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Affiliation(s)
- Y L Fang
- Department of Chemical & Biomolecular Engineering, Laboratory for Gene Therapy and Cellular Engineering, Tulane University, 300 Lindy Boggs Center, New Orleans, Louisiana, 70118
| | - X G Chen
- Department of Chemical & Biomolecular Engineering, Laboratory for Gene Therapy and Cellular Engineering, Tulane University, 300 Lindy Boggs Center, New Orleans, Louisiana, 70118
| | - Godbey W T
- Department of Chemical & Biomolecular Engineering, Laboratory for Gene Therapy and Cellular Engineering, Tulane University, 300 Lindy Boggs Center, New Orleans, Louisiana, 70118
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154
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Brändl B, Schneider SA, Loring JF, Hardy J, Gribbon P, Müller FJ. Stem cell reprogramming: basic implications and future perspective for movement disorders. Mov Disord 2014; 30:301-12. [PMID: 25546831 DOI: 10.1002/mds.26113] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2013] [Revised: 10/03/2014] [Accepted: 10/29/2014] [Indexed: 12/14/2022] Open
Abstract
The introduction of stem cell-associated molecular factors into human patient-derived cells allows for their reprogramming in the laboratory environment. As a result, human induced pluripotent stem cells (hiPSC) can now be reprogrammed epigenetically without disruption of their overall genomic integrity. For patients with neurodegenerative diseases characterized by progressive loss of functional neurons, the ability to reprogram any individual's cells and drive their differentiation toward susceptible neuronal subtypes holds great promise. Apart from applications in regenerative medicine and cell replacement-based therapy, hiPSCs are increasingly used in preclinical research for establishing disease models and screening for drug toxicities. The rapid developments in this field prompted us to review recent progress toward the applications of stem cell technologies for movement disorders. We introduce reprogramming strategies and explain the critical steps in the differentiation of hiPSCs to clinical relevant subtypes of cells in the context of movement disorders. We summarize and discuss recent discoveries in this field, which, based on the rapidly expanding basic science literature as well as upcoming trends in personalized medicine, will strongly influence the future therapeutic options available to practitioners working with patients suffering from such disorders.
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Affiliation(s)
- Björn Brändl
- Center for Psychiatry, University Hospital Schleswig Holstein, Campus Kiel, Germany
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155
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Tao Y, Zheng W, Jiang Y, Ding G, Hou X, Tang Y, Li Y, Gao S, Chang G, Zhang X, Liu W, Kou X, Wang H, Jiang C, Gao S. Nucleosome organizations in induced pluripotent stem cells reprogrammed from somatic cells belonging to three different germ layers. BMC Biol 2014; 12:109. [PMID: 25528259 PMCID: PMC4296552 DOI: 10.1186/s12915-014-0109-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2014] [Accepted: 12/11/2014] [Indexed: 01/08/2023] Open
Abstract
Background Nucleosome organization determines the chromatin state, which in turn controls gene expression or silencing. Nucleosome remodeling occurs during somatic cell reprogramming, but it is still unclear to what degree the re-established nucleosome organization of induced pluripotent stem cells (iPSCs) resembles embryonic stem cells (ESCs), and whether the iPSCs inherit some residual gene expression from the parental fibroblast cells. Results We generated genome-wide nucleosome maps in mouse ESCs and in iPSCs reprogrammed from somatic cells belonging to three different germ layers using a secondary reprogramming system. Pairwise comparisons showed that the nucleosome organizations in the iPSCs, regardless of the iPSCs’ tissue of origin, were nearly identical to the ESCs, but distinct from mouse embryonic fibroblasts (MEF). There is a canonical nucleosome arrangement of -1, nucleosome depletion region, +1, +2, +3, and so on nucleosomes around the transcription start sites of active genes whereas only a nucleosome occupies silent transcriptional units. Transcription factor binding sites possessed characteristic nucleosomal architecture, such that their access was governed by the rotational and translational settings of the nucleosome. Interestingly, the tissue-specific genes were highly expressed only in the parental somatic cells of the corresponding iPS cell line before reprogramming, but had a similar expression level in all the resultant iPSCs and ESCs. Conclusions The re-established nucleosome landscape during nuclear reprogramming provides a conserved setting for accessibility of DNA sequences in mouse pluripotent stem cells. No persistent residual expression program or nucleosome positioning of the parental somatic cells that reflected their tissue of origin was passed on to the resulting mouse iPSCs. Electronic supplementary material The online version of this article (doi:10.1186/s12915-014-0109-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Yu Tao
- College of Life Science, Beijing Normal University, Beijing, 100875, China. .,National Institute of Biological Sciences, NIBS, Beijing, 102206, China.
| | - Weisheng Zheng
- Clinical and Translational Research Center of Shanghai First Maternity & Infant Hospital, The School of Life Sciences and Technology, Shanghai Key Laboratory of Signaling and Disease Research, Tongji University, 1239 Siping Road, Shanghai, 200092, China.
| | - Yonghua Jiang
- National Institute of Biological Sciences, NIBS, Beijing, 102206, China.
| | - Guitao Ding
- Clinical and Translational Research Center of Shanghai First Maternity & Infant Hospital, The School of Life Sciences and Technology, Shanghai Key Laboratory of Signaling and Disease Research, Tongji University, 1239 Siping Road, Shanghai, 200092, China.
| | - Xinfeng Hou
- National Institute of Biological Sciences, NIBS, Beijing, 102206, China.
| | - Yitao Tang
- Clinical and Translational Research Center of Shanghai First Maternity & Infant Hospital, The School of Life Sciences and Technology, Shanghai Key Laboratory of Signaling and Disease Research, Tongji University, 1239 Siping Road, Shanghai, 200092, China.
| | - Yueying Li
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Beijing, 100101, China.
| | - Shuai Gao
- National Institute of Biological Sciences, NIBS, Beijing, 102206, China.
| | - Gang Chang
- National Institute of Biological Sciences, NIBS, Beijing, 102206, China.
| | - Xiaobai Zhang
- Clinical and Translational Research Center of Shanghai First Maternity & Infant Hospital, The School of Life Sciences and Technology, Shanghai Key Laboratory of Signaling and Disease Research, Tongji University, 1239 Siping Road, Shanghai, 200092, China.
| | - Wenqiang Liu
- Clinical and Translational Research Center of Shanghai First Maternity & Infant Hospital, The School of Life Sciences and Technology, Shanghai Key Laboratory of Signaling and Disease Research, Tongji University, 1239 Siping Road, Shanghai, 200092, China.
| | - Xiaochen Kou
- Clinical and Translational Research Center of Shanghai First Maternity & Infant Hospital, The School of Life Sciences and Technology, Shanghai Key Laboratory of Signaling and Disease Research, Tongji University, 1239 Siping Road, Shanghai, 200092, China.
| | - Hong Wang
- Clinical and Translational Research Center of Shanghai First Maternity & Infant Hospital, The School of Life Sciences and Technology, Shanghai Key Laboratory of Signaling and Disease Research, Tongji University, 1239 Siping Road, Shanghai, 200092, China.
| | - Cizhong Jiang
- Clinical and Translational Research Center of Shanghai First Maternity & Infant Hospital, The School of Life Sciences and Technology, Shanghai Key Laboratory of Signaling and Disease Research, Tongji University, 1239 Siping Road, Shanghai, 200092, China.
| | - Shaorong Gao
- Clinical and Translational Research Center of Shanghai First Maternity & Infant Hospital, The School of Life Sciences and Technology, Shanghai Key Laboratory of Signaling and Disease Research, Tongji University, 1239 Siping Road, Shanghai, 200092, China.
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156
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Disease-in-a-dish: the contribution of patient-specific induced pluripotent stem cell technology to regenerative rehabilitation. Am J Phys Med Rehabil 2014; 93:S155-68. [PMID: 25122102 DOI: 10.1097/phm.0000000000000141] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Advances in regenerative medicine technologies will lead to dramatic changes in how patients in rehabilitation medicine clinics are treated in the upcoming decades. The multidisciplinary field of regenerative medicine is developing new tools for disease modeling and drug discovery based on induced pluripotent stem cells. This approach capitalizes on the idea of personalized medicine by using the patient's own cells to discover new drugs, increasing the likelihood of a favorable outcome. The search for compounds that can correct disease defects in the culture dish is a conceptual departure from how drug screens were done in the past. This system proposes a closed loop from sample collection from the diseased patient, to in vitro disease model, to drug discovery and Food and Drug Administration approval, to delivering that drug back to the same patient. Here, recent progress in patient-specific induced pluripotent stem cell derivation, directed differentiation toward diseased cell types, and how those cells can be used for high-throughput drug screens are reviewed. Given that restoration of normal function is a driving force in rehabilitation medicine, the authors believe that this drug discovery platform focusing on phenotypic rescue will become a key contributor to therapeutic compounds in regenerative rehabilitation.
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157
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Formation of well-defined embryoid bodies from dissociated human induced pluripotent stem cells using microfabricated cell-repellent microwell arrays. Sci Rep 2014; 4:7402. [PMID: 25492588 PMCID: PMC4261164 DOI: 10.1038/srep07402] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2014] [Accepted: 11/19/2014] [Indexed: 12/21/2022] Open
Abstract
A simple, scalable, and reproducible technology that allows direct formation of large numbers of homogeneous and synchronized embryoid bodies (EBs) of defined sizes from dissociated human induced pluripotent stem cells (hiPSCs) was developed. Non-cell-adhesive hydrogels were used to create round-bottom microwells to host dissociated hiPSCs. No Rho-associated kinase inhibitor (ROCK-i), or centrifugation was needed and the side effects of ROCK-i can be avoided. The key requirement for the successful EB formation in addition to the non-cell-adhesive round-bottom microwells is the input cell density per microwell. Too few or too many cells loaded into the microwells will compromise the EB formation process. In parallel, we have tested our microwell-based system for homogeneous hEB formation from dissociated human embryonic stem cells (hESCs). Successful production of homogeneous hEBs from dissociated hESCs in the absence of ROCK-i and centrifugation was achieved within an optimal range of input cell density per microwell. Both the hiPSC- and hESC-derived hEBs expressed key proteins characteristic of all the three developmental germ layers, confirming their EB identity. This novel EB production technology may represent a versatile platform for the production of homogeneous EBs from dissociated human pluripotent stem cells (hPSCs).
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158
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Chintawar S, Graf M, Cader Z. Utility of Human Stem Cells for Drug Discovery. HUMAN-BASED SYSTEMS FOR TRANSLATIONAL RESEARCH 2014. [DOI: 10.1039/9781782620136-00162] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
The pharmaceutical industry continues to struggle to deliver novel and innovative medicines to the market. One of the major challenges in deriving new therapeutics is to more accurately predict the safety and efficacy of the candidate molecule. The current paradigm of drug discovery has several limitations but perhaps the most conspicuous deficiency is the lack of human-based experimental models. The advent of human embryonic stem cells followed by the discovery of induced pluripotent stem (iPS) cells offers unprecedented opportunities for integrating human cellular assays in drug discovery and development. Human iPS cell lines of many diseases have been obtained and iPSC-derived disease affected cells have been utilised for proof-of-concept drug screens to assess efficacy or potential toxicology. The incorporation of iPSC technology thus provides an invaluable opportunity to reduce drug attrition during the process of drug development.
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Affiliation(s)
- Satyan Chintawar
- Nuffield Department of Clinical Neurosciences, Weatherall Institute of Molecular Medicine, John Radcliffe Hospital, University of Oxford Oxford OX3 9DU UK
| | - Martin Graf
- Roche Pharmaceutical Research and Early Development, Discovery Technologies, Roche Innovation Center Basel 124 Grenzacherstrasse CH 4070 Basel Switzerland
| | - Zameel Cader
- Nuffield Department of Clinical Neurosciences, Weatherall Institute of Molecular Medicine, John Radcliffe Hospital, University of Oxford Oxford OX3 9DU UK
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159
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Opportunities and Limitations of Modelling Alzheimer's Disease with Induced Pluripotent Stem Cells. J Clin Med 2014; 3:1357-72. [PMID: 26237606 PMCID: PMC4470188 DOI: 10.3390/jcm3041357] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2014] [Revised: 10/31/2014] [Accepted: 11/12/2014] [Indexed: 01/16/2023] Open
Abstract
Reprogramming of somatic cells into induced pluripotent stem cells (iPSCs) has opened the way for patient-specific disease modelling. Following their differentiation into neuronal cell types, iPSC have enabled the investigation of human neurodegenerative diseases, such as Alzheimer's disease (AD). While human iPSCs certainly provide great opportunities to repeatedly interrogate specific human brain cell types of individuals with familial and sporadic forms of the disease, the complex aetiology and timescale over which AD develops in humans poses particular challenges to iPSC-based AD models. Here, we discuss the current state-of-play in the context of these and other iPSC model-related challenges and elaborate on likely future developments in this field of research.
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160
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Honsho K, Hirose M, Hatori M, Yasmin L, Izu H, Matoba S, Togayachi S, Miyoshi H, Sankai T, Ogura A, Honda A. Naïve-like conversion enhances the difference in innate in vitro differentiation capacity between rabbit ES cells and iPS cells. J Reprod Dev 2014; 61:13-9. [PMID: 25345855 PMCID: PMC4354226 DOI: 10.1262/jrd.2014-098] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2014] [Accepted: 09/17/2014] [Indexed: 01/27/2023] Open
Abstract
Quality evaluation of pluripotent stem cells using appropriate animal models needs to be improved for human regenerative medicine. Previously, we demonstrated that although the in vitro neural differentiating capacity of rabbit induced pluripotent stem cells (iPSCs) can be mitigated by improving their baseline level of pluripotency, i.e., by converting them into the so-called "naïve-like" state, the effect after such conversion of rabbit embryonic stem cells (ESCs) remains to be elucidated. Here we found that naïve-like conversion enhanced the differences in innate in vitro differentiation capacity between ESCs and iPSCs. Naïve-like rabbit ESCs exhibited several features indicating pluripotency, including the capacity for teratoma formation. They differentiated into mature oligodendrocytes much more effectively (3.3-7.2 times) than naïve-like iPSCs. This suggests an inherent variation in differentiation potential in vitro among PSC lines. When naïve-like ESCs were injected into preimplantation rabbit embryos, although they contributed efficiently to forming the inner cell mass of blastocysts, no chimeric pups were obtained. Thus, in vitro neural differentiation following naïve-like conversion is a promising option for determining the quality of PSCs without the need to demonstrate chimeric contribution. These results provide an opportunity to evaluate which pluripotent stem cells or treatments are best suited for therapeutic use.
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Affiliation(s)
- Kimiko Honsho
- Organization for Promotion of Tenure Track, University of Miyazaki, Miyazaki 889-1692, Japan
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161
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Cancer-like epigenetic derangements of human pluripotent stem cells and their impact on applications in regeneration and repair. Curr Opin Genet Dev 2014; 28:43-9. [PMID: 25461449 DOI: 10.1016/j.gde.2014.09.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2014] [Revised: 09/12/2014] [Accepted: 09/14/2014] [Indexed: 01/27/2023]
Abstract
A growing body of work has raised concern that many human pluripotent stem cell (hPSC) lines possess tumorigenic potential following differentiation to clinically relevant lineages. In this review, we highlight recent work characterizing the spectrum of cancer-like epigenetic derangements in human embryonic stem cells (hESC) and human induced pluripotent stem cells (hiPSC) that are associated with reprogramming errors or prolonged culture that may contribute to such tumorigenicity. These aberrations include cancer-like promoter DNA hypermethylation and histone marks associated with pluripotency, as well as aberrant X-chromosome regulation. We also feature recent work that suggests optimized high-fidelity reprogramming derivation methods can minimize cancer-associated epigenetic aberrations in hPSC, and thus ultimately improve the ultimate clinical utility of hiPSC in regenerative medicine.
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162
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Ji H, Zhang X, Oh S, Mayhew CN, Ulm A, Somineni HK, Ericksen M, Wells JM, Khurana Hershey GK. Dynamic transcriptional and epigenomic reprogramming from pediatric nasal epithelial cells to induced pluripotent stem cells. J Allergy Clin Immunol 2014; 135:236-44. [PMID: 25441642 DOI: 10.1016/j.jaci.2014.08.038] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2014] [Revised: 07/24/2014] [Accepted: 08/27/2014] [Indexed: 11/25/2022]
Abstract
BACKGROUND Induced pluripotent stem cells (iPSCs) hold tremendous potential, both as a biological tool to uncover the pathophysiology of disease by creating relevant human cell models and as a source of cells for cell-based therapeutic applications. Studying the reprogramming process will also provide significant insight into tissue development. OBJECTIVE We sought to characterize the derivation of iPSC lines from nasal epithelial cells (NECs) isolated from nasal mucosa samples of children, a highly relevant and easily accessible tissue for pediatric populations. METHODS We performed detailed comparative analysis on the transcriptomes and methylomes of NECs, iPSCs derived from NECs (NEC-iPSCs), and embryonic stem cells (ESCs). RESULTS NEC-iPSCs express pluripotent cell markers, can differentiate into all 3 germ layers in vivo and in vitro, and have a transcriptome and methylome remarkably similar to those of ESCs. However, residual DNA methylation marks exist, which are differentially methylated between NEC-iPSCs and ESCs. A subset of these methylation markers related to epithelium development and asthma and specific to NEC-iPSCs persisted after several passages in vitro, suggesting the retention of an epigenetic memory of their tissue of origin. Our analysis also identified novel candidate genes with dynamic gene expression and DNA methylation changes during reprogramming, which are indicative of possible roles in airway epithelium development. CONCLUSION NECs are an excellent tissue source to generate iPSCs in pediatric asthmatic patients, and detailed characterization of the resulting iPSC lines would help us better understand the reprogramming process and retention of epigenetic memory.
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Affiliation(s)
- Hong Ji
- Division of Asthma Research, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio.
| | - Xue Zhang
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio
| | - Sunghee Oh
- Division of Human Genetics, Kim Sook Za Children's Hospital Medical Center Research Foundation, Cheongju, South Korea
| | - Christopher N Mayhew
- Division of Developmental Biology, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio
| | - Ashley Ulm
- Division of Asthma Research, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio
| | - Hari K Somineni
- Division of Asthma Research, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio
| | - Mark Ericksen
- Division of Asthma Research, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio
| | - James M Wells
- Division of Developmental Biology, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio; Division of Endocrinology, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio
| | - Gurjit K Khurana Hershey
- Division of Asthma Research, Cincinnati Children's Hospital Medical Center, and the Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio
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163
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Cao J, Ng ES, McNaughton D, Stanley EG, Elefanty AG, Tobin MJ, Heraud P. Fourier transform infrared microspectroscopy reveals unique phenotypes for human embryonic and induced pluripotent stem cell lines and their progeny. JOURNAL OF BIOPHOTONICS 2014; 7:767-781. [PMID: 23616434 DOI: 10.1002/jbio.201200217] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2012] [Revised: 03/24/2013] [Accepted: 03/25/2013] [Indexed: 06/02/2023]
Abstract
Fourier transform infrared (FTIR) microspectroscopy was employed to elucidate the macromolecular phenotype of human embryonic stem cells (hESCs) and human induced pluripotent stem cells (hiPSCs) and their differentiated progeny. Undifferentiated hESCs and hiPSC lines were found to be not clearly distinguishable from each other. However, although both hESC and hiPSC variants appeared to undergo similar changes during differentiation in terms of cell surface antigens, the derived cell types from all cell lines could be discriminated using FTIR spectroscopy. We foresee a possible future role for FTIR microspectroscopy as a powerful and objective investigative and quality control tool in regenerative medicine.
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Affiliation(s)
- Julie Cao
- Monash Immunology and Stem Cell Laboratories, Monash University, Building 75, STRIP 1, West Ring Road, Clayton, Victoria 3800, Australia; Centre for Biospectroscopy and the School of Chemistry, Monash University, Clayton, Victoria 3800, Australia
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164
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He W, Kang X, Du H, Song B, Lu Z, Huang Y, Wang D, Sun X, Yu Y, Fan Y. Defining differentially methylated regions specific for the acquisition of pluripotency and maintenance in human pluripotent stem cells via microarray. PLoS One 2014; 9:e108350. [PMID: 25250679 PMCID: PMC4177110 DOI: 10.1371/journal.pone.0108350] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2014] [Accepted: 08/18/2014] [Indexed: 02/08/2023] Open
Abstract
Background Epigenetic regulation is critical for the maintenance of human pluripotent stem cells. It has been shown that pluripotent stem cells, such as embryonic stem cells and induced pluripotent stem cells, appear to have a hypermethylated status compared with differentiated cells. However, the epigenetic differences in genes that maintain stemness and regulate reprogramming between embryonic stem cells and induced pluripotent stem cells remain unclear. Additionally, differential methylation patterns of induced pluripotent stem cells generated using diverse methods require further study. Methodology Here, we determined the DNA methylation profiles of 10 human cell lines, including 2 ESC lines, 4 virally derived iPSC lines, 2 episomally derived iPSC lines, and the 2 parental cell lines from which the iPSCs were derived using Illumina's Infinium HumanMethylation450 BeadChip. The iPSCs exhibited a hypermethylation status similar to that of ESCs but with distinct differences from the parental cells. Genes with a common methylation pattern between iPSCs and ESCs were classified as critical factors for stemness, whereas differences between iPSCs and ESCs suggested that iPSCs partly retained the parental characteristics and gained de novo methylation aberrances during cellular reprogramming. No significant differences were identified between virally and episomally derived iPSCs. This study determined in detail the de novo differential methylation signatures of particular stem cell lines. Conclusions This study describes the DNA methylation profiles of human iPSCs generated using both viral and episomal methods, the corresponding somatic cells, and hESCs. Series of ss-DMRs and ES-iPS-DMRs were defined with high resolution. Knowledge of this type of epigenetic information could be used as a signature for stemness and self-renewal and provides a potential method for selecting optimal pluripotent stem cells for human regenerative medicine.
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Affiliation(s)
- WenYin He
- Key Laboratory for Major Obstetric Diseases of Guangdong Province, Key Laboratory of Reproduction and Genetics of Guangdong Higher Education Institutes, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - XiangJin Kang
- Key Laboratory for Major Obstetric Diseases of Guangdong Province, Key Laboratory of Reproduction and Genetics of Guangdong Higher Education Institutes, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - HongZi Du
- Key Laboratory for Major Obstetric Diseases of Guangdong Province, Key Laboratory of Reproduction and Genetics of Guangdong Higher Education Institutes, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Bing Song
- Key Laboratory for Major Obstetric Diseases of Guangdong Province, Key Laboratory of Reproduction and Genetics of Guangdong Higher Education Institutes, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - ZhenYu Lu
- Union Stem Cell & Gene Engineering Co., Ltd., Tianjin, China
| | - Yuling Huang
- Key Laboratory for Major Obstetric Diseases of Guangdong Province, Key Laboratory of Reproduction and Genetics of Guangdong Higher Education Institutes, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Ding Wang
- Key Laboratory for Major Obstetric Diseases of Guangdong Province, Key Laboratory of Reproduction and Genetics of Guangdong Higher Education Institutes, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Xiaofang Sun
- Key Laboratory for Major Obstetric Diseases of Guangdong Province, Key Laboratory of Reproduction and Genetics of Guangdong Higher Education Institutes, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- * E-mail: (YY); (YF); (XFS)
| | - Yang Yu
- Center of Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
- * E-mail: (YY); (YF); (XFS)
| | - Yong Fan
- Key Laboratory for Major Obstetric Diseases of Guangdong Province, Key Laboratory of Reproduction and Genetics of Guangdong Higher Education Institutes, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- * E-mail: (YY); (YF); (XFS)
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165
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Xu YM, Du JY, Lau ATY. Posttranslational modifications of human histone H3: an update. Proteomics 2014; 14:2047-60. [PMID: 25044606 DOI: 10.1002/pmic.201300435] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2013] [Revised: 05/30/2014] [Accepted: 07/04/2014] [Indexed: 02/05/2023]
Abstract
Histone proteins, the fundamental components of chromatin, are highly conserved proteins that present in eukaryotic nuclei. They organize genomic DNA to form nucleosomes, the basic units of chromatin. PTMs of histones play essential roles in many biological processes, such as chromatin condensation, gene expression, cell differentiation, and apoptosis. With the advancement of proteomic technology, a growing number of histone PTMs have been identified, including ADP-ribosylation, biotinylation, citrullination, crotonylation, O-GlcNAcylation, glutathionylation, succinylation, and so on. Because of the fast growing list of these PTMs in just a few years, the functions of these marks are being studied intensively. As histone H3 has the most number of PTMs among the histone members, in this review, we would like to present the overall concepts of the more familiar PTMs as well as discussing all the recently identified yet less well-known PTMs on human histone H3.
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Affiliation(s)
- Yan-Ming Xu
- Laboratory of Cancer Biology and Epigenetics, Department of Cell Biology and Genetics, Shantou University Medical College, Shantou, Guangdong, P. R. China
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166
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Abstract
The precise, temporal order of gene expression during development is critical to ensure proper lineage commitment, cell fate determination, and ultimately, organogenesis. Epigenetic regulation of chromatin structure is fundamental to the activation or repression of genes during embryonic development. In recent years, there has been an explosion of research relating to various modes of epigenetic regulation, such as DNA methylation, post-translational histone tail modifications, noncoding RNA control of chromatin structure, and nucleosome remodeling. Technological advances in genome-wide epigenetic profiling and pluripotent stem cell differentiation have been primary drivers for elucidating the epigenetic control of cellular identity during development and nuclear reprogramming. Not only do epigenetic mechanisms regulate transcriptional states in a cell-type-specific manner but also they establish higher order genomic topology and nuclear architecture. Here, we review the epigenetic control of pluripotency and changes associated with pluripotent stem cell differentiation. We focus on DNA methylation, DNA demethylation, and common histone tail modifications. Finally, we briefly discuss epigenetic heterogeneity among pluripotent stem cell lines and the influence of epigenetic patterns on genome topology.
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Affiliation(s)
- Michael J Boland
- From the Department of Chemical Physiology, Center for Regenerative Medicine, The Scripps Research Institute, La Jolla, CA 92037
| | - Kristopher L Nazor
- From the Department of Chemical Physiology, Center for Regenerative Medicine, The Scripps Research Institute, La Jolla, CA 92037
| | - Jeanne F Loring
- From the Department of Chemical Physiology, Center for Regenerative Medicine, The Scripps Research Institute, La Jolla, CA 92037.
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167
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Modeling motor neuron disease: the matter of time. Trends Neurosci 2014; 37:642-52. [PMID: 25156326 DOI: 10.1016/j.tins.2014.07.008] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2014] [Revised: 07/11/2014] [Accepted: 07/25/2014] [Indexed: 12/12/2022]
Abstract
Stem cell technologies have created new opportunities to generate unlimited numbers of human neurons in the lab and study neurodegenerative disorders such as amyotrophic lateral sclerosis (ALS) and spinal muscular atrophy (SMA). Although some disease hallmarks have been reported in patient-derived stem cell models, it is proving more difficult to recapitulate the full phenotypic extent of these disorders. The problem with these stem cell models lies in the disparity between the advanced age of onset of neurodegenerative disorders and the embryonic nature of the in vitro derived cell types. In this review we discuss experimental methods of in vitro aging of neural cell types as a means to elicit late-onset symptoms in induced pluripotent stem cell (iPSC) models of neurodegenerative disease.
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168
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Heterelogous expression of mutated HLA-G decreases immunogenicity of human embryonic stem cells and their epidermal derivatives. Stem Cell Res 2014; 13:342-54. [PMID: 25218797 DOI: 10.1016/j.scr.2014.08.004] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2014] [Revised: 06/29/2014] [Accepted: 08/08/2014] [Indexed: 12/28/2022] Open
Abstract
Human embryonic stem cells (hESCs) are capable of extensive self-renewal and expansion and can differentiate into any somatic tissue, making them useful for regenerative medicine applications. Allogeneic transplantation of hESC-derived tissues from results in immunological rejection absent adjunctive immunosuppression. The goal of our study was to generate a universal pluripotent stem cell source by nucleofecting a mutated human leukocyte antigen G (mHLA-G) gene into hESCs using the PiggyBac transposon. We successfully generated stable mHLA-G(EF1α)-hESC lines using chEF1α promoter system that stably expressed mHLA-G protein during prolonged undifferentiated proliferation andin differentiated embryoid bodies as well as teratomas. Morphology, karyotype, and telomerase activity of mHLA-G expressing hESC were normal. Immunofluorescence staining and flow cytometry analysis revealed persistent expression of pluripotent markers, OCT-3/4 and SSEA-4, in undifferentiated mHLA-G(EF1α)-hESC. Nucleofected hESC formed teratomas and when directed to differentiate into epidermal precursors, expressed high levels of mHLA-G and keratinocyte markers K14 and CD29. Natural killer cell cytotoxicity assays demonstrated a significant decrease in lysis of mHLA-G(EF1a)-hESC targets relative to control cells. Similar results were obtained with mHLA-G(EF1α)-hESC-derived epidermal progenitors (hEEP). One way mixed T lymphocyte reactions unveiled that mHLA-G(EF1a)-hESC and -hEEP restrained the proliferative activity of mixed T lymphocytes. We conclude that heterologous expression of mHLA-G decreases immunogenicity of hESCs and their epidermal differentiated derivatives.
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169
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Nair NU, Lin Y, Manasovska A, Antic J, Grnarova P, Sahu AD, Bucher P, Moret BME. Study of cell differentiation by phylogenetic analysis using histone modification data. BMC Bioinformatics 2014; 15:269. [PMID: 25104072 PMCID: PMC4138389 DOI: 10.1186/1471-2105-15-269] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2014] [Accepted: 07/29/2014] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND In cell differentiation, a cell of a less specialized type becomes one of a more specialized type, even though all cells have the same genome. Transcription factors and epigenetic marks like histone modifications can play a significant role in the differentiation process. RESULTS In this paper, we present a simple analysis of cell types and differentiation paths using phylogenetic inference based on ChIP-Seq histone modification data. We precisely defined the notion of cell-type trees and provided a procedure of building such trees. We propose new data representation techniques and distance measures for ChIP-Seq data and use these together with standard phylogenetic inference methods to build biologically meaningful cell-type trees that indicate how diverse types of cells are related. We demonstrate our approach on various kinds of histone modifications for various cell types, also using the datasets to explore various issues surrounding replicate data, variability between cells of the same type, and robustness. We use the results to get some interesting biological findings like important patterns of histone modification changes during cell differentiation process. CONCLUSIONS We introduced and studied the novel problem of inferring cell type trees from histone modification data. The promising results we obtain point the way to a new approach to the study of cell differentiation. We also discuss how cell-type trees can be used to study the evolution of cell types.
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Affiliation(s)
- Nishanth Ulhas Nair
- />School of Computer and Communication Sciences, École Polytechnique Fédérale de Lausanne (EPFL), EPFL IC IIF LCBB, INJ 211 (Batiment INJ), Station 14, CH-1015 Lausanne, Switzerland
- />Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Yu Lin
- />Department of Computer Science and Engineering, University of California, San Diego, San Diego USA
| | - Ana Manasovska
- />School of Computer and Communication Sciences, École Polytechnique Fédérale de Lausanne (EPFL), EPFL IC IIF LCBB, INJ 211 (Batiment INJ), Station 14, CH-1015 Lausanne, Switzerland
| | - Jelena Antic
- />School of Computer and Communication Sciences, École Polytechnique Fédérale de Lausanne (EPFL), EPFL IC IIF LCBB, INJ 211 (Batiment INJ), Station 14, CH-1015 Lausanne, Switzerland
| | - Paulina Grnarova
- />School of Computer and Communication Sciences, École Polytechnique Fédérale de Lausanne (EPFL), EPFL IC IIF LCBB, INJ 211 (Batiment INJ), Station 14, CH-1015 Lausanne, Switzerland
| | - Avinash Das Sahu
- />Department of Computer Science, University of Maryland, College Park, Maryland USA
| | - Philipp Bucher
- />School of Life Sciences, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
- />Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Bernard ME Moret
- />School of Computer and Communication Sciences, École Polytechnique Fédérale de Lausanne (EPFL), EPFL IC IIF LCBB, INJ 211 (Batiment INJ), Station 14, CH-1015 Lausanne, Switzerland
- />Swiss Institute of Bioinformatics, Lausanne, Switzerland
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170
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171
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Lu Y, Loh YH, Li H, Cesana M, Ficarro SB, Parikh JR, Salomonis N, Toh CXD, Andreadis ST, Luckey CJ, Collins JJ, Daley GQ, Marto JA. Alternative splicing of MBD2 supports self-renewal in human pluripotent stem cells. Cell Stem Cell 2014; 15:92-101. [PMID: 24813856 PMCID: PMC4082735 DOI: 10.1016/j.stem.2014.04.002] [Citation(s) in RCA: 83] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2013] [Revised: 01/28/2014] [Accepted: 04/02/2014] [Indexed: 12/20/2022]
Abstract
Alternative RNA splicing (AS) regulates proteome diversity, including isoform-specific expression of several pluripotency genes. Here, we integrated global gene expression and proteomic analyses and identified a molecular signature suggesting a central role for AS in maintaining human pluripotent stem cell (hPSC) self-renewal. We demonstrate that the splicing factor SFRS2 is an OCT4 target gene required for pluripotency. SFRS2 regulates AS of the methyl-CpG binding protein MBD2, whose isoforms play opposing roles in maintenance of and reprogramming to pluripotency. Although both MDB2a and MBD2c are enriched at the OCT4 and NANOG promoters, MBD2a preferentially interacts with repressive NuRD chromatin remodeling factors and promotes hPSC differentiation, whereas overexpression of MBD2c enhances reprogramming of fibroblasts to pluripotency. The miR-301 and miR-302 families provide additional regulation by targeting SFRS2 and MDB2a. These data suggest that OCT4, SFRS2, and MBD2 participate in a positive feedback loop, regulating proteome diversity in support of hPSC self-renewal and reprogramming.
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Affiliation(s)
- Yu Lu
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA; Department of Pathology, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Yuin-Han Loh
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA; Department of Medicine, Division of Pediatric Hematology Oncology, Howard Hughes Medical Institute, Children's Hospital Boston and Dana-Farber Cancer Institute, Boston, MA 02115, USA; A(∗)STAR Institute of Molecular and Cell Biology and Department of Biological Sciences, National University of Singapore, Singapore 138673, Singapore
| | - Hu Li
- Howard Hughes Medical Institute, Department of Biomedical Engineering and Center of Synthetic Biology, Boston University, Boston, MA 02215, USA; Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA; Center for Individualized Medicine, Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN 55905, USA
| | - Marcella Cesana
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA; Department of Medicine, Division of Pediatric Hematology Oncology, Howard Hughes Medical Institute, Children's Hospital Boston and Dana-Farber Cancer Institute, Boston, MA 02115, USA
| | - Scott B Ficarro
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA; Blais Proteomics Center, Dana-Farber Cancer Institute, Boston, MA 02115, USA
| | - Jignesh R Parikh
- Blais Proteomics Center, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Bioinformatics Program, Boston University, Boston, MA 02115, USA
| | - Nathan Salomonis
- Gladstone Institute of Cardiovascular Disease, San Francisco, CA 94158, USA
| | - Cheng-Xu Delon Toh
- A(∗)STAR Institute of Molecular and Cell Biology and Department of Biological Sciences, National University of Singapore, Singapore 138673, Singapore
| | - Stelios T Andreadis
- Department of Chemical and Biological Engineering, University at Buffalo, State University of New York, Buffalo, NY 14260, USA
| | - C John Luckey
- Department of Pathology, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - James J Collins
- Howard Hughes Medical Institute, Department of Biomedical Engineering and Center of Synthetic Biology, Boston University, Boston, MA 02215, USA; Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
| | - George Q Daley
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA; Department of Medicine, Division of Pediatric Hematology Oncology, Howard Hughes Medical Institute, Children's Hospital Boston and Dana-Farber Cancer Institute, Boston, MA 02115, USA.
| | - Jarrod A Marto
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA; Blais Proteomics Center, Dana-Farber Cancer Institute, Boston, MA 02115, USA.
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172
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Li Y, Ghosh D. Meta-analysis based on weighted ordered P-values for genomic data with heterogeneity. BMC Bioinformatics 2014; 15:226. [PMID: 24972803 PMCID: PMC4089554 DOI: 10.1186/1471-2105-15-226] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2014] [Accepted: 06/11/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Meta-analysis has become increasingly popular in recent years, especially in genomic data analysis, due to the fast growth of available data and studies that target the same questions. Many methods have been developed, including classical ones such as Fisher's combined probability test and Stouffer's Z-test. However, not all meta-analyses have the same goal in mind. Some aim at combining information to find signals in at least one of the studies, while others hope to find more consistent signals across the studies. While many classical meta-analysis methods are developed with the former goal in mind, the latter goal has much more practicality for genomic data analysis. RESULTS In this paper, we propose a class of meta-analysis methods based on summaries of weighted ordered p-values (WOP) that aim at detecting significance in a majority of studies. We consider weighted versions of classical procedures such as Fisher's method and Stouffer's method where the weight for each p-value is based on its order among the studies. In particular, we consider weights based on the binomial distribution, where the median of the p-values are weighted highest and the outlying p-values are down-weighted. We investigate the properties of our methods and demonstrate their strengths through simulations studies, comparing to existing procedures. In addition, we illustrate application of the proposed methodology by several meta-analysis of gene expression data. CONCLUSIONS Our proposed weighted ordered p-value (WOP) methods displayed better performance compared to existing methods for testing the hypothesis that there is signal in the majority of studies. They also appeared to be much more robust in applications compared to the rth ordered p-value (rOP) method (Song and Tseng, Ann. Appl. Stat. 2014, 8(2):777-800). With the flexibility of incorporating different p-value combination methods and different weighting schemes, the weighted ordered p-values (WOP) methods have great potential in detecting consistent signal in meta-analysis with heterogeneity.
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Affiliation(s)
| | - Debashis Ghosh
- Department of Statistics, Pennsylvania State University, University Park, Pennsylvania 16802, USA.
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173
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Yamashita A, Liu S, Woltjen K, Thomas B, Meng G, Hotta A, Takahashi K, Ellis J, Yamanaka S, Rancourt DE. Cartilage tissue engineering identifies abnormal human induced pluripotent stem cells. Sci Rep 2014; 3:1978. [PMID: 23760219 PMCID: PMC3680803 DOI: 10.1038/srep01978] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2013] [Accepted: 05/28/2013] [Indexed: 12/21/2022] Open
Abstract
Safety is the foremost issue in all human cell therapies, but human induced pluripotent stem cells (iPSCs) currently lack a useful safety indicator. Studies in chimeric mice have demonstrated that certain lines of iPSCs are tumorigenic; however a similar screen has not been developed for human iPSCs. Here, we show that in vitro cartilage tissue engineering is an excellent tool for screening human iPSC lines for tumorigenic potential. Although all human embryonic stem cells (ESCs) and most iPSC lines tested formed cartilage safely, certain human iPSCs displayed a pro-oncogenic state, as indicated by the presence of secretory tumors during cartilage differentiation in vitro. We observed five abnormal iPSC clones amoungst 21 lines derived from five different reprogramming methods using three cellular origins. We conclude that in vitro cartilage tissue engineering is a useful approach to identify abnormal human iPSC lines.
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Affiliation(s)
- Akihiro Yamashita
- Department of Biochemistry & Molecular Biology, University of Calgary, Calgary, Alberta, Canada
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174
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Rouhani F, Kumasaka N, de Brito MC, Bradley A, Vallier L, Gaffney D. Genetic background drives transcriptional variation in human induced pluripotent stem cells. PLoS Genet 2014; 10:e1004432. [PMID: 24901476 PMCID: PMC4046971 DOI: 10.1371/journal.pgen.1004432] [Citation(s) in RCA: 209] [Impact Index Per Article: 20.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2014] [Accepted: 04/25/2014] [Indexed: 12/18/2022] Open
Abstract
Human iPS cells have been generated using a diverse range of tissues from a variety of donors using different reprogramming vectors. However, these cell lines are heterogeneous, which presents a limitation for their use in disease modeling and personalized medicine. To explore the basis of this heterogeneity we generated 25 iPS cell lines under normalised conditions from the same set of somatic tissues across a number of donors. RNA-seq data sets from each cell line were compared to identify the majority contributors to transcriptional heterogeneity. We found that genetic differences between individual donors were the major cause of transcriptional variation between lines. In contrast, residual signatures from the somatic cell of origin, so called epigenetic memory, contributed relatively little to transcriptional variation. Thus, underlying genetic background variation is responsible for most heterogeneity between human iPS cell lines. We conclude that epigenetic effects in hIPSCs are minimal, and that hIPSCs are a stable, robust and powerful platform for large-scale studies of the function of genetic differences between individuals. Our data also suggest that future studies using hIPSCs as a model system should focus most effort on collection of large numbers of donors, rather than generating large numbers of lines from the same donor. Human induced pluripotent stem (hiPS) cells are a potentially powerful model system for studying human disease and development, and a resource for personalized medicine. However, it has been reported that hiPS cells exhibit substantial heterogeneity which could limit their use as model systems. Clearly, knowledge of the source of heterogeneity is key for deeper understanding of the use of human iPS cells for basic and therapeutic applications. One source of this heterogeneity has been presumed to be “memory” of the adult somatic cell from which the hIPS cells were derived, but the evidence to support this view is scant. We have generated a set of human iPS cells from a set of somatic cell types from different donors. Our study shows that cell lines from different somatic sources but from the same donor (i.e. with the same genome) are more similar than cell lines isolated from the same tissue type but from different donors. Once genetic changes are accounted for, all aspects of gene expression, including mRNA levels, splicing and imprinting are highly similar between iPS cells derived from different human tissues. Thus, most of the previously described transcriptional variation between cell lines is likely to be genetic in origin.
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Affiliation(s)
- Foad Rouhani
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, United Kingdom
| | | | | | - Allan Bradley
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, United Kingdom
| | - Ludovic Vallier
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, United Kingdom
- University of Cambridge, Cambridge, Cambridge, United Kingdom
| | - Daniel Gaffney
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, United Kingdom
- * E-mail:
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175
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Abstract
Deciphering the mechanisms of epigenetic reprogramming provides fundamental insights into cell fate decisions, which in turn reveal strategies to make the reprogramming process increasingly efficient. Here we review recent advances in epigenetic reprogramming to pluripotency with a focus on the principal molecular regulators. We examine the trajectories connecting somatic and pluripotent cells, genetic and chemical methodologies for inducing pluripotency, the role of endogenous master transcription factors in establishing the pluripotent state, and functional interactions between reprogramming factors and epigenetic regulators. Defining the crosstalk among the diverse molecular actors implicated in cellular reprogramming presents a major challenge for future inquiry.
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Affiliation(s)
| | - Rudolf Jaenisch
- Whitehead Institute for Biomedical Research, Cambridge, MA 02142, USA; Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02142, USA.
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176
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McCusker CD, Gardiner DM. Understanding positional cues in salamander limb regeneration: implications for optimizing cell-based regenerative therapies. Dis Model Mech 2014; 7:593-9. [PMID: 24872456 PMCID: PMC4036467 DOI: 10.1242/dmm.013359] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Regenerative medicine has reached the point where we are performing clinical trials with stem-cell-derived cell populations in an effort to treat numerous human pathologies. However, many of these efforts have been challenged by the inability of the engrafted populations to properly integrate into the host environment to make a functional biological unit. It is apparent that we must understand the basic biology of tissue integration in order to apply these principles to the development of regenerative therapies in humans. Studying tissue integration in model organisms, where the process of integration between the newly regenerated tissues and the ‘old’ existing structures can be observed and manipulated, can provide valuable insights. Embryonic and adult cells have a memory of their original position, and this positional information can modify surrounding tissues and drive the formation of new structures. In this Review, we discuss the positional interactions that control the ability of grafted cells to integrate into existing tissues during the process of salamander limb regeneration, and discuss how these insights could explain the integration defects observed in current cell-based regenerative therapies. Additionally, we describe potential molecular tools that can be used to manipulate the positional information in grafted cell populations, and to promote the communication of positional cues in the host environment to facilitate the integration of engrafted cells. Lastly, we explain how studying positional information in current cell-based therapies and in regenerating limbs could provide key insights to improve the integration of cell-based regenerative therapies in the future.
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Affiliation(s)
- Catherine D McCusker
- Francisco J. Ayala School of Biological Sciences, Department of Developmental and Cell Biology, University of California Irvine, CA 92602, USA.
| | - David M Gardiner
- Francisco J. Ayala School of Biological Sciences, Department of Developmental and Cell Biology, University of California Irvine, CA 92602, USA
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177
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Choi KA, Hwang I, Park HS, Oh SI, Kang S, Hong S. Stem cell therapy and cellular engineering for treatment of neuronal dysfunction in Huntington's disease. Biotechnol J 2014; 9:882-94. [PMID: 24827816 DOI: 10.1002/biot.201300560] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2013] [Revised: 02/25/2014] [Accepted: 03/27/2014] [Indexed: 01/09/2023]
Abstract
Huntington's disease (HD) is a fatal inherited neurodegenerative disorder characterized by progressive loss of neurons in the striatum, a sub-cortical region of the forebrain. The sub-cortical region of the forebrain is associated with the control of movement and behavior, thus HD initially presents with coordination difficulty and cognitive decline. Recent reprogramming technologies, including induced pluripotent stem cells (iPSCs) and induced neural stem cells (iNSCs), have created opportunities to understand the pathological cascades that underlie HD and to develop new treatments for this currently incurable neurological disease. The ultimate objectives of stem cell-based therapies for HD are to replace lost neurons and to prevent neuronal dysfunction and death. In this review, we examine the current understanding of the molecular and pathological mechanisms involved in HD. We discuss disease modeling with HD-iPSCs derived from the somatic cells of patients, which could provide an invaluable platform for understanding HD pathogenesis. We speculate about the benefits and drawbacks of using iNSCs as an alternative stem cell source for HD treatment. Finally, we discuss cell culture and engineering systems that promote the directed differentiation of pluripotent stem cell-derived NSCs into a striatal DARPP32(+) GABAergic MSN phenotype for HD. In conclusion, this review summarizes the potentials of cell reprogramming and engineering technologies relevant to the development of cell-based therapies for HD.
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Affiliation(s)
- Kyung-Ah Choi
- School of Biosystem and Biomedical Science, College of Health Science, Korea University, Seoul, Republic of Korea; Department of Chemistry, College of Science, Korea University, Seoul, Republic of Korea
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178
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Tsuchiya M, Hashimoto M, Takenaka Y, Motoike IN, Yoshikawa K. Global genetic response in a cancer cell: self-organized coherent expression dynamics. PLoS One 2014; 9:e97411. [PMID: 24831017 PMCID: PMC4022610 DOI: 10.1371/journal.pone.0097411] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2014] [Accepted: 04/18/2014] [Indexed: 12/19/2022] Open
Abstract
Understanding the basic mechanism of the spatio-temporal self-control of genome-wide gene expression engaged with the complex epigenetic molecular assembly is one of major challenges in current biological science. In this study, the genome-wide dynamical profile of gene expression was analyzed for MCF-7 breast cancer cells induced by two distinct ErbB receptor ligands: epidermal growth factor (EGF) and heregulin (HRG), which drive cell proliferation and differentiation, respectively. We focused our attention to elucidate how global genetic responses emerge and to decipher what is an underlying principle for dynamic self-control of genome-wide gene expression. The whole mRNA expression was classified into about a hundred groups according to the root mean square fluctuation (rmsf). These expression groups showed characteristic time-dependent correlations, indicating the existence of collective behaviors on the ensemble of genes with respect to mRNA expression and also to temporal changes in expression. All-or-none responses were observed for HRG and EGF (biphasic statistics) at around 10–20 min. The emergence of time-dependent collective behaviors of expression occurred through bifurcation of a coherent expression state (CES). In the ensemble of mRNA expression, the self-organized CESs reveals distinct characteristic expression domains for biphasic statistics, which exhibits notably the presence of criticality in the expression profile as a route for genomic transition. In time-dependent changes in the expression domains, the dynamics of CES reveals that the temporal development of the characteristic domains is characterized as autonomous bistable switch, which exhibits dynamic criticality (the temporal development of criticality) in the genome-wide coherent expression dynamics. It is expected that elucidation of the biophysical origin for such critical behavior sheds light on the underlying mechanism of the control of whole genome.
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Affiliation(s)
- Masa Tsuchiya
- Institute for Advanced Biosciences, Keio University, Tsuruoka, Japan
- Systems Biology Program, School of Media and Governance, Keio University, Fujisawa, Japan
- * E-mail: (MT); (KY)
| | - Midori Hashimoto
- Graduate School of Frontier Science, The University of Tokyo, Kashiwa, Japan
| | - Yoshiko Takenaka
- Nanosystem Research Institute, National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan
| | - Ikuko N. Motoike
- Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
| | - Kenichi Yoshikawa
- Faculty of Life and Medical Sciences, Doshisha University, Kyotanabe, Japan
- * E-mail: (MT); (KY)
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179
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Sterthaus O, Feutz AC, Zhang H, Pletscher F, Bruder E, Miny P, Lezzi G, De Geyter M, De Geyter C. Gene expression profiles of similarly derived human embryonic stem cell lines correlate with their distinct propensity to exit stemness and their different differentiation behavior in culture. Cell Reprogram 2014; 16:185-95. [PMID: 24811852 DOI: 10.1089/cell.2013.0089] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Four normal-karyotype human embryonic stem cell (hESC) lines were generated using the same protocol and maintained under identical conditions. Despite these precautions, gene expression patterns were found to be dissimilar among the four lines. The observed differences were typical of each cell line, correlated with their distinct propensity to exit stemness, created heterogeneity among the cells during cell line maintenance, and correlated with their altered capacity as a source of differentiated cells. The capacity of some cell lines to give rise to more, and more mature, neurons within comparable time frames of directed differentiation reflected the distinct proportions of cells already predifferentiated at the onset. These findings demonstrate that the subsequent stages of neural differentiation were altered both in a quantitative and timely fashion. As a consequence, cell lines with apparent better and quicker ability to produce neurons were actually the less capable of reproducing proper differentiation. Previous data suggested that cell lines able to generate more neurons faster would be more suitable to clinical application. Our analysis of the differentiation process strongly suggests the opposite. The spontaneous tendency to predifferentiate of any particular hESC line should be known because it clearly impacts further experimental results.
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Affiliation(s)
- Oliver Sterthaus
- 1 Clinic of Gynecological Endocrinology and Reproductive Medicine, University of Basel , CH-4031, Basel, Switzerland
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180
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Garate Z, Davis BR, Quintana-Bustamante O, Segovia JC. New frontier in regenerative medicine: site-specific gene correction in patient-specific induced pluripotent stem cells. Hum Gene Ther 2014; 24:571-83. [PMID: 23675640 DOI: 10.1089/hum.2012.251] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Advances in cell and gene therapy are opening up new avenues for regenerative medicine. Because of their acquired pluripotency, human induced pluripotent stem cells (hiPSCs) are a promising source of autologous cells for regenerative medicine. They show unlimited self-renewal while retaining the ability, in principle, to differentiate into any cell type of the human body. Since Yamanaka and colleagues first reported the generation of hiPSCs in 2007, significant efforts have been made to understand the reprogramming process and to generate hiPSCs with potential for clinical use. On the other hand, the development of gene-editing platforms to increase homologous recombination efficiency, namely DNA nucleases (zinc finger nucleases, TAL effector nucleases, and meganucleases), is making the application of locus-specific gene therapy in human cells an achievable goal. The generation of patient-specific hiPSC, together with gene correction by homologous recombination, will potentially allow for their clinical application in the near future. In fact, reports have shown targeted gene correction through DNA-Nucleases in patient-specific hiPSCs. Various technologies have been described to reprogram patient cells and to correct these patient hiPSCs. However, no approach has been clearly more efficient and safer than the others. In addition, there are still significant challenges for the clinical application of these technologies, such as inefficient differentiation protocols, genetic instability resulting from the reprogramming process and hiPSC culture itself, the efficacy and specificity of the engineered DNA nucleases, and the overall homologous recombination efficiency. To summarize advances in the generation of gene corrected patient-specific hiPSCs, this review focuses on the available technological platforms, including their strengths and limitations regarding future therapeutic use of gene-corrected hiPSCs.
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Affiliation(s)
- Zita Garate
- Differentiation and Cytometry Unit, Hematopoiesis and Gene Therapy Division, Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (CIEMAT), 28040 Madrid, Spain
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181
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Dajani R, Koo SE, Sullivan GJ, Park IH. Investigation of Rett syndrome using pluripotent stem cells. J Cell Biochem 2014; 114:2446-53. [PMID: 23744605 DOI: 10.1002/jcb.24597] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2013] [Accepted: 05/28/2013] [Indexed: 01/23/2023]
Abstract
Rett syndrome (RTT) is one of most prevalent female neurodevelopmental disorders. De novo mutations in X-linked MECP2 are mostly responsible for RTT. Since the identification of MeCP2 as the underlying cause of RTT, murine models have contributed to understanding the pathophysiology of RTT and function of MeCP2. Reprogramming is a procedure to produce induced pluripotent stem cells (iPSCs) by overexpression of four transcription factors. iPSCs obtain similar features as embryonic stem cells and are capable of self-renewing and differentiating into cells of all three layers. iPSCs have been utilized in modeling human diseases in vitro. Neurons differentiated from RTT-iPSCs showed the recapitulation of RTT phenotypes. Despite the early success, genetic and epigenetic instability upon reprogramming and ensuing maintenance of iPSCs raise concerns in using RTT-iPSCs as an accurate in vitro model. Here, we update the current iPSC-based RTT modeling, and its concerns and challenges.
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Affiliation(s)
- Rana Dajani
- Department of Genetics, Yale Stem Cell Center, Yale School of Medicine, 10 Amistad 201B, New Haven, Connecticut, 06520; Department of Biology and Biotechnology, Hashemite University, Zarqa, P.O. Box 150459 13133, Jordan
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182
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Woods MW, Tong JG, Tom SK, Szabo PA, Cavanagh PC, Dikeakos JD, Haeryfar SMM, Barr SD. Interferon-induced HERC5 is evolving under positive selection and inhibits HIV-1 particle production by a novel mechanism targeting Rev/RRE-dependent RNA nuclear export. Retrovirology 2014; 11:27. [PMID: 24693865 PMCID: PMC4021598 DOI: 10.1186/1742-4690-11-27] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2013] [Accepted: 03/26/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Type I interferon (IFN) inhibits virus replication by activating multiple antiviral mechanisms and pathways. It has long been recognized that type I IFNs can potently block HIV-1 replication in vitro; as such, HIV-1 has been used as a system to identify and characterize IFN-induced antiviral proteins responsible for this block. IFN-induced HERC5 contains an amino-terminal Regulator of Chromosome Condensation 1 (RCC1)-like domain and a carboxyl-terminal Homologous to the E6-AP Carboxyl Terminus (HECT) domain. HERC5 is the main cellular E3 ligase that conjugates the IFN-induced protein ISG15 to proteins. This E3 ligase activity was previously shown to inhibit the replication of evolutionarily diverse viruses, including HIV-1. The contribution of the RCC1-like domain to the antiviral activity of HERC5 was previously unknown. RESULTS In this study, we showed that HERC5 inhibits HIV-1 particle production by a second distinct mechanism that targets the nuclear export of Rev/RRE-dependent RNA. Unexpectedly, the E3 ligase activity of HERC5 was not required for this inhibition. Instead, this activity required the amino-terminal RCC1-like domain of HERC5. Inhibition correlated with a reduction in intracellular RanGTP protein levels and/or the ability of RanGTP to interact with RanBP1. Inhibition also correlated with altered subcellular localization of HIV-1 Rev. In addition, we demonstrated that positive evolutionary selection is operating on HERC5. We identified a region in the RCC1-like domain that exhibits an exceptionally high probability of having evolved under positive selection and showed that this region is required for HERC5-mediated inhibition of nuclear export. CONCLUSIONS We have identified a second distinct mechanism by which HERC5 inhibits HIV-1 replication and demonstrate that HERC5 is evolving under strong positive selection. Together, our findings contribute to a growing body of evidence suggesting that HERC5 is a novel host restriction factor.
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Affiliation(s)
| | | | | | | | | | | | | | - Stephen Dominic Barr
- Department of Microbiology and Immunology, Dental Sciences Building Room 3006b, The University of Western Ontario, Schulich School of Medicine and Dentistry, Center for Human Immunology, London, Ontario, Canada.
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183
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Lê Cao KA, Rohart F, McHugh L, Korn O, Wells CA. YuGene: A simple approach to scale gene expression data derived from different platforms for integrated analyses. Genomics 2014; 103:239-51. [DOI: 10.1016/j.ygeno.2014.03.001] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2014] [Revised: 03/14/2014] [Accepted: 03/16/2014] [Indexed: 01/09/2023]
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184
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Liu Z, Jiang R, Yuan S, Wang N, Feng Y, Hu G, Zhu X, Huang K, Ma J, Xu G, Liu Q, Xue Z, Fan G. Integrated analysis of DNA methylation and RNA transcriptome during in vitro differentiation of human pluripotent stem cells into retinal pigment epithelial cells. PLoS One 2014; 9:e91416. [PMID: 24638073 PMCID: PMC3956675 DOI: 10.1371/journal.pone.0091416] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2013] [Accepted: 02/12/2014] [Indexed: 12/22/2022] Open
Abstract
Using the paradigm of in vitro differentiation of hESCs/iPSCs into retinal pigment epithelial (RPE) cells, we have recently profiled mRNA and miRNA transcriptomes to define a set of RPE mRNA and miRNA signature genes implicated in directed RPE differentiation. In this study, in order to understand the role of DNA methylation in RPE differentiation, we profiled genome-scale DNA methylation patterns using the method of reduced representation bisulfite sequencing (RRBS). We found dynamic waves of de novo methylation and demethylation in four stages of RPE differentiation. Integrated analysis of DNA methylation and RPE transcriptomes revealed a reverse-correlation between levels of DNA methylation and expression of a subset of miRNA and mRNA genes that are important for RPE differentiation and function. Gene Ontology (GO) analysis suggested that genes undergoing dynamic methylation changes were related to RPE differentiation and maturation. We further compared methylation patterns among human ESC- and iPSC-derived RPE as well as primary fetal RPE (fRPE) cells, and discovered that specific DNA methylation pattern is useful to classify each of the three types of RPE cells. Our results demonstrate that DNA methylation may serve as biomarkers to characterize the cell differentiation process during the conversion of human pluripotent stem cells into functional RPE cells.
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Affiliation(s)
- Zhenshan Liu
- Department of Regenerative Medicine, Translational Center for Stem Cell Research, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
- Suzhou Institute of Tongji University, Suzhou, Jiangsu, China
| | - Rongfeng Jiang
- Department of Regenerative Medicine, Translational Center for Stem Cell Research, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Songtao Yuan
- Department of Ophthalmology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Na Wang
- Department of Regenerative Medicine, Translational Center for Stem Cell Research, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yun Feng
- Department of Regenerative Medicine, Translational Center for Stem Cell Research, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Ganlu Hu
- Department of Regenerative Medicine, Translational Center for Stem Cell Research, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Xianmin Zhu
- Department of Regenerative Medicine, Translational Center for Stem Cell Research, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Kevin Huang
- Department of Human Genetics, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, United States of America
| | - Jieliang Ma
- Department of Regenerative Medicine, Translational Center for Stem Cell Research, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Guotong Xu
- Tongji Eye Institute and Department of Regenerative Medicine, Tongji University School of Medicine, Shanghai, China
| | - Qinghuai Liu
- Department of Ophthalmology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
- * E-mail: (QL); (ZX); (GF)
| | - Zhigang Xue
- Department of Regenerative Medicine, Translational Center for Stem Cell Research, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
- Suzhou Institute of Tongji University, Suzhou, Jiangsu, China
- * E-mail: (QL); (ZX); (GF)
| | - Guoping Fan
- Department of Human Genetics, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, United States of America
- Advanced Institute of Translational Medicine, School of Life Sciences and Technology, Tongji University, Shanghai, China
- * E-mail: (QL); (ZX); (GF)
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185
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A web-server of cell type discrimination system. ScientificWorldJournal 2014; 2014:459064. [PMID: 24578634 PMCID: PMC3919083 DOI: 10.1155/2014/459064] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2013] [Accepted: 10/29/2013] [Indexed: 11/17/2022] Open
Abstract
Discriminating cell types is a daily request for stem cell biologists. However, there is not a user-friendly system available to date for public users to discriminate the common cell types, embryonic stem cells (ESCs), induced pluripotent stem cells (iPSCs), and somatic cells (SCs). Here, we develop WCTDS, a web-server of cell type discrimination system, to discriminate the three cell types and their subtypes like fetal versus adult SCs. WCTDS is developed as a top layer application of our recent publication regarding cell type discriminations, which employs DNA-methylation as biomarkers and machine learning models to discriminate cell types. Implemented by Django, Python, R, and Linux shell programming, run under Linux-Apache web server, and communicated through MySQL, WCTDS provides a friendly framework to efficiently receive the user input and to run mathematical models for analyzing data and then to present results to users. This framework is flexible and easy to be expended for other applications. Therefore, WCTDS works as a user-friendly framework to discriminate cell types and subtypes and it can also be expended to detect other cell types like cancer cells.
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186
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Liang G, Zhang Y. Genetic and epigenetic variations in iPSCs: potential causes and implications for application. Cell Stem Cell 2014; 13:149-59. [PMID: 23910082 DOI: 10.1016/j.stem.2013.07.001] [Citation(s) in RCA: 273] [Impact Index Per Article: 27.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The ability to reprogram somatic cells to induced pluripotent stem cells (iPSCs) has revolutionized the field of regenerative medicine. However, recent studies on the genetic and epigenetic variations in iPSCs have raised concerns that these variations may compromise the utility of iPSCs. In this Perspective, we review the current understanding of genetic and epigenetic variations in iPSCs, trace their causes, discuss the implications of these variations for iPSC applications, and propose approaches to cope with these variations.
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Affiliation(s)
- Gaoyang Liang
- Howard Hughes Medical Institute, Boston Children's Hospital, 300 Longwood Avenue, Boston, MA 02115, USA
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187
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Friedmann-Morvinski D, Verma IM. Dedifferentiation and reprogramming: origins of cancer stem cells. EMBO Rep 2014; 15:244-53. [PMID: 24531722 DOI: 10.1002/embr.201338254] [Citation(s) in RCA: 340] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Regenerative medicine aims to replace the lost or damaged cells in the human body through a new source of healthy transplanted cells or by endogenous repair. Although human embryonic stem cells were first thought to be the ideal source for cell therapy and tissue repair in humans, the discovery by Yamanaka and colleagues revolutionized the field. Almost any differentiated cell can be sent back in time to a pluripotency state by expressing the appropriate transcription factors. The process of somatic reprogramming using Yamanaka factors, many of which are oncogenes, offers a glimpse into how cancer stem cells may originate. In this review we discuss the similarities between tumor dedifferentiation and somatic cell reprogramming and how this may pose a risk to the application of this new technology in regenerative medicine.
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188
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Durruthy Durruthy J, Ramathal C, Sukhwani M, Fang F, Cui J, Orwig KE, Reijo Pera RA. Fate of induced pluripotent stem cells following transplantation to murine seminiferous tubules. Hum Mol Genet 2014; 23:3071-84. [PMID: 24449759 PMCID: PMC4030765 DOI: 10.1093/hmg/ddu012] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Studies of human germ cell development are limited in large part by inaccessibility of germ cells during development. Moreover, although several studies have reported differentiation of mouse and human germ cells from pluripotent stem cells (PSCs) in vitro, differentiation of human germ cells from PSCs in vivo has not been reported. Here, we tested whether mRNA reprogramming in combination with xeno-transplantation may provide a viable system to probe the genetics of human germ cell development via use of induced pluripotent stem cells (iPSCs). For this purpose, we derived integration-free iPSCs via mRNA-based reprogramming with OCT3/4, SOX2, KLF4 and cMYC alone (OSKM) or in combination with the germ cell-specific mRNA, VASA (OSKMV). All iPSC lines met classic criteria of pluripotency. Moreover, global gene expression profiling did not distinguish large differences between undifferentiated OSKM and OSKMV iPSCs; however, some differences were observed in expression of pluripotency factors and germ cell-specific genes, and in epigenetic profiles and in vitro differentiation studies. In contrast, transplantation of undifferentiated iPSCs directly into the seminiferous tubules of germ cell-depleted immunodeficient mice revealed divergent fates of iPSCs produced with different factors. Transplantation resulted in morphologically and immunohistochemically recognizable germ cells in vivo, particularly in the case of OSKMV cells. Significantly, OSKMV cells also did not form tumors while OSKM cells that remained outside the seminiferous tubule proliferated extensively and formed tumors. Results indicate that mRNA reprogramming in combination with transplantation may contribute to tools for genetic analysis of human germ cell development.
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Affiliation(s)
- Jens Durruthy Durruthy
- Department of Genetics and Department of Obstetrics and Gynecology, Institute for Stem Cell Biology and Regenerative Medicine, Center for Reproductive and Stem Cell Biology, Stanford University, Stanford, CA 94305, USA and
| | - Cyril Ramathal
- Department of Genetics and Department of Obstetrics and Gynecology, Institute for Stem Cell Biology and Regenerative Medicine, Center for Reproductive and Stem Cell Biology, Stanford University, Stanford, CA 94305, USA and
| | - Meena Sukhwani
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine, Magee-Womens Research Institute, Pittsburgh, PA 15213, USA
| | - Fang Fang
- Department of Genetics and Department of Obstetrics and Gynecology, Institute for Stem Cell Biology and Regenerative Medicine, Center for Reproductive and Stem Cell Biology, Stanford University, Stanford, CA 94305, USA and
| | - Jun Cui
- Department of Genetics and Department of Obstetrics and Gynecology, Institute for Stem Cell Biology and Regenerative Medicine, Center for Reproductive and Stem Cell Biology, Stanford University, Stanford, CA 94305, USA and
| | - Kyle E Orwig
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine, Magee-Womens Research Institute, Pittsburgh, PA 15213, USA
| | - Renee A Reijo Pera
- Department of Genetics and Department of Obstetrics and Gynecology, Institute for Stem Cell Biology and Regenerative Medicine, Center for Reproductive and Stem Cell Biology, Stanford University, Stanford, CA 94305, USA and
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189
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Huang K, Shen Y, Xue Z, Bibikova M, April C, Liu Z, Cheng L, Nagy A, Pellegrini M, Fan JB, Fan G. A panel of CpG methylation sites distinguishes human embryonic stem cells and induced pluripotent stem cells. Stem Cell Reports 2014; 2:36-43. [PMID: 24511466 PMCID: PMC3916755 DOI: 10.1016/j.stemcr.2013.11.003] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2013] [Revised: 11/06/2013] [Accepted: 11/06/2013] [Indexed: 11/21/2022] Open
Abstract
Whether human induced pluripotent stem cells (hiPSCs) are epigenetically identical to human embryonic stem cells (hESCs) has been debated in the stem cell field. In this study, we analyzed DNA methylation patterns in a large number of hiPSCs (n = 114) and hESCs (n = 155), and identified a panel of 82 CpG methylation sites that can distinguish hiPSCs from hESCs with high accuracy. We show that 12 out of the 82 CpG sites were subject to hypermethylation in part by DNMT3B. Notably, DNMT3B contributes directly to aberrant hypermethylation and silencing of the signature gene, TCERG1L. Overall, we conclude that DNMT3B is involved in a wave of de novo methylation during reprogramming, a portion of which contributes to the unique hiPSC methylation signature. These 82 CpG methylation sites may be useful as biomarkers to distinguish between hiPSCs and hESCs.
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Affiliation(s)
- Kevin Huang
- Department of Human Genetics, Broad Stem Cell Research Center, David Geffen School of Medicine, University of California, Los Angeles, 695 Charles Young Drive, Los Angeles, CA 90095, USA
| | - Yin Shen
- Department of Human Genetics, Broad Stem Cell Research Center, David Geffen School of Medicine, University of California, Los Angeles, 695 Charles Young Drive, Los Angeles, CA 90095, USA
| | - Zhigang Xue
- Department of Human Genetics, Broad Stem Cell Research Center, David Geffen School of Medicine, University of California, Los Angeles, 695 Charles Young Drive, Los Angeles, CA 90095, USA
- Translational Stem Cell Center, Tongji Hospital and Department of Regenerative Medicine, Tongji University School of Medicine, Shanghai 200092, China
| | - Marina Bibikova
- Illumina, Inc., 9885 Towne Centre Drive, San Diego, CA 92121, USA
| | - Craig April
- Illumina, Inc., 9885 Towne Centre Drive, San Diego, CA 92121, USA
| | - Zhenshan Liu
- Department of Human Genetics, Broad Stem Cell Research Center, David Geffen School of Medicine, University of California, Los Angeles, 695 Charles Young Drive, Los Angeles, CA 90095, USA
- Translational Stem Cell Center, Tongji Hospital and Department of Regenerative Medicine, Tongji University School of Medicine, Shanghai 200092, China
| | - Linzhao Cheng
- Stem Cell Program in Institute for Cell Engineering and Division of Hematology, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Andras Nagy
- Samuel Lunenfeld Research Institute, Mount Sinai Hospital, 25 Orde Street, 5-1015-3 Toronto, Ontario, Canada M5T 3H7
| | - Matteo Pellegrini
- Department of Molecular, Cell and Developmental Biology, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Jian-Bing Fan
- Illumina, Inc., 9885 Towne Centre Drive, San Diego, CA 92121, USA
| | - Guoping Fan
- Department of Human Genetics, Broad Stem Cell Research Center, David Geffen School of Medicine, University of California, Los Angeles, 695 Charles Young Drive, Los Angeles, CA 90095, USA
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190
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Stem Cell Epigenetics: Insights from Studies on Embryonic, Induced Pluripotent, and Germline Stem Cells. CURRENT PATHOBIOLOGY REPORTS 2014. [DOI: 10.1007/s40139-013-0038-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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191
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Benevento M, Munoz J. Role of mass spectrometry-based proteomics in the study of cellular reprogramming and induced pluripotent stem cells. Expert Rev Proteomics 2014; 9:379-99. [DOI: 10.1586/epr.12.30] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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192
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Characterizing Pluripotent Stem Cells Using the TaqMan® hPSC Scorecard(TM) Panel. Methods Mol Biol 2014; 1307:25-37. [PMID: 25138722 DOI: 10.1007/7651_2014_109] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Rapid technological developments for the efficient generation of footprint-free induced pluripotent stem cells (iPSC) enabled the creation of patient-specific iPSC for downstream applications in drug discovery and regenerative medicine. However, the large number of iPSCs, generated from diverse genetic backgrounds using various methods and culture conditions, created a steep challenge for rapid characterization and a demand for standardized methods. Current methods rely on a combination of in vitro and in vivo cellular analyses based on the expression of markers of self-renewal and the ability of the cells to differentiate into cell types representative of the three germ layers as a confirmation of functional pluripotency. These methods, though informative and extensively used, are not ideal for parallel analyses of large numbers of samples and hence not amenable to high-throughput environments. Recently, genetic and epigenetic expression signatures were used to define and confirm cell states, thus providing a surrogate molecular assay that can potentially replace complex in vivo cellular assays such as teratoma formation. In this chapter, we describe a molecular assay for rapid characterization and standardization of pluripotent stem cells. The TaqMan(®) hPSC Scorecard™ Panel is a comprehensive gene expression real-time PCR assay that consists of 94 individual q-PCR assays comprised of a combination of control, housekeeping, self-renewal, and lineage-specific genes. The resulting expression data set is analyzed using cloud-based analysis software that compares the expression pattern against a reference standard composed of multiple functionally validated ESC and iPSC lines. This system was successfully used to test several ESC and iPSC lines in their undifferentiated states to confirm their signatures of self renewal, as well as their terminally differentiates states, via spontaneous differentiation and directed differentiation into specific lineages, to determine the lines' differentiation potential. This genetic analysis tool, together with the flexibility to utilize varying sample inputs and preparation methods, provides a rapid method to confirm functional pluripotency of ESCs and iPSCs.
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193
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High-throughput sequencing reveals the disruption of methylation of imprinted gene in induced pluripotent stem cells. Cell Res 2013; 24:293-306. [PMID: 24381111 DOI: 10.1038/cr.2013.173] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2013] [Revised: 10/23/2013] [Accepted: 11/25/2013] [Indexed: 12/16/2022] Open
Abstract
It remains controversial whether the abnormal epigenetic modifications accumulated in the induced pluripotent stem cells (iPSCs) can ultimately affect iPSC pluripotency. To probe this question, iPSC lines with the same genetic background and proviral integration sites were established, and the pluripotency state of each iPSC line was characterized using tetraploid (4N) complementation assay. Subsequently, gene expression and global epigenetic modifications of "4N-ON" and the corresponding "4N-OFF" iPSC lines were compared through deep sequencing analyses of mRNA expression, small RNA profile, histone modifications (H3K27me3, H3K4me3, and H3K4me2), and DNA methylation. We found that methylation of an imprinted gene, Zrsr1, was consistently disrupted in the iPSC lines with reduced pluripotency. Furthermore, the disrupted methylation could not be rescued by improving culture conditions or subcloning of iPSCs. Moreover, the relationship between hypomethylation of Zrsr1 and pluripotency state of iPSCs was further validated in independent iPSC lines derived from other reprogramming systems.
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194
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Kraushaar DC, Zhao K. The epigenomics of embryonic stem cell differentiation. Int J Biol Sci 2013; 9:1134-44. [PMID: 24339734 PMCID: PMC3858586 DOI: 10.7150/ijbs.7998] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2013] [Accepted: 11/25/2013] [Indexed: 12/16/2022] Open
Abstract
Embryonic stem cells (ESCs) possess an open and highly dynamic chromatin landscape, which underlies their plasticity and ultimately maintains ESC pluripotency. The ESC epigenome must not only maintain the transcription of pluripotency-associated genes but must also, through gene priming, facilitate rapid and cell type-specific activation of developmental genes upon lineage commitment. Trans-generational inheritance ensures that the ESC chromatin state is stably transmitted from one generation to the next; yet at the same time, epigenetic marks are highly dynamic, reversible and responsive to extracellular cues. Once committed to differentiation, the ESC epigenome is remodeled and resolves into a more compact chromatin state. A thorough understanding of the role of chromatin modifiers in ESC fate and differentiation will be important if they are to be used for therapeutic purposes. Recent technical advances, particularly in next-generation sequencing technologies, have provided a genome-scale view of epigenetic marks and chromatin modifiers. More affordable and faster sequencing platforms have led to a comprehensive characterization of the ESC epigenome and epigenomes of differentiated cell types. In this review, we summarize and discuss the recent progress that has highlighted the central role of histone modifications, histone variants, DNA methylation and chromatin modifiers in ESC pluripotency and ESC fate. We provide a detailed and comprehensive discussion of genome-wide studies that are pertinent to our understanding of mammalian development.
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Affiliation(s)
- Daniel C Kraushaar
- Systems Biology Center, National Heart, Lung, and Blood Institute, NIH, Bethesda, MD, 20892, USA
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Mallon BS, Hamilton RS, Kozhich OA, Johnson KR, Fann YC, Rao MS, Robey PG. Comparison of the molecular profiles of human embryonic and induced pluripotent stem cells of isogenic origin. Stem Cell Res 2013; 12:376-86. [PMID: 24374290 PMCID: PMC4157340 DOI: 10.1016/j.scr.2013.11.010] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2013] [Revised: 11/21/2013] [Accepted: 11/22/2013] [Indexed: 11/17/2022] Open
Abstract
Many studies have compared the genetic and epigenetic profiles of human induced pluripotent stem cells (hiPSCs) to human embryonic stem cells (hESCs) and yet the picture remains unclear. To address this, we derived a population of neural precursor cells (NPCs) from the H1 (WA01) hESC line and generated isogenic iPSC lines by reprogramming. The gene expression and methylation profile of three lines were compared to the parental line and intermediate NPC population. We found no gene probe with expression that differed significantly between hESC and iPSC samples under undifferentiated or differentiated conditions. Analysis of the global methylation pattern also showed no significant difference between the two PSC populations. Both undifferentiated populations were distinctly different from the intermediate NPC population in both gene expression and methylation profiles. One point to note is that H1 is a male line and so extrapolation to female lines should be cautioned. However, these data confirm our previous findings that there are no significant differences between hESCs and hiPSCs at the gene expression or methylation level.
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Affiliation(s)
- Barbara S Mallon
- NIH Stem Cell Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA.
| | - Rebecca S Hamilton
- NIH Stem Cell Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
| | - Olga A Kozhich
- Laboratory of Molecular Biology, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
| | - Kory R Johnson
- Bioinformatics Section, Intramural IT and Bioinformatics Program, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
| | - Yang C Fann
- Bioinformatics Section, Intramural IT and Bioinformatics Program, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA
| | - Mahendra S Rao
- NIH Center for Regenerative Medicine, National Institutes of Health, Bethesda, MD 20892, USA
| | - Pamela G Robey
- NIH Stem Cell Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA; Craniofacial and Skeletal Disease Branch, National Institute of Dental and Craniofacial Research, National Institutes of Health, Bethesda, MD 20892, USA
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196
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Establishment of a reporter system to monitor silencing status in induced pluripotent stem cell lines. Anal Biochem 2013; 443:104-12. [DOI: 10.1016/j.ab.2013.08.014] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2013] [Revised: 07/22/2013] [Accepted: 08/04/2013] [Indexed: 11/21/2022]
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197
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Differentiation-defective phenotypes revealed by large-scale analyses of human pluripotent stem cells. Proc Natl Acad Sci U S A 2013; 110:20569-74. [PMID: 24259714 DOI: 10.1073/pnas.1319061110] [Citation(s) in RCA: 165] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
We examined the gene expression and DNA methylation of 49 human induced pluripotent stem cells (hiPSCs) and 10 human embryonic stem cells and found overlapped variations in gene expression and DNA methylation in the two types of human pluripotent stem cell lines. Comparisons of the in vitro neural differentiation of 40 hiPSCs and 10 human embryonic stem cells showed that seven hiPSC clones retained a significant number of undifferentiated cells even after neural differentiation culture and formed teratoma when transplanted into mouse brains. These differentiation-defective hiPSC clones were marked by higher expression levels of several genes, including those expressed from long terminal repeats of specific human endogenous retroviruses. These data demonstrated a subset of hiPSC lines that have aberrant gene expression and defective potential in neural differentiation, which need to be identified and eliminated before applications in regenerative medicine.
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198
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Abstract
Post-translational modifications (PTMs) are known to be essential mechanisms used by eukaryotic cells to diversify their protein functions and dynamically coordinate their signaling networks. Defects in PTMs have been linked to numerous developmental disorders and human diseases, highlighting the importance of PTMs in maintaining normal cellular states. Human pluripotent stem cells (hPSCs), including embryonic stem cells (hESCs) and induced pluripotent stem cells (hiPSCs), are capable of self-renewal and differentiation into a variety of functional somatic cells; these cells hold a great promise for the advancement of biomedical research and clinical therapy. The mechanisms underlying cellular pluripotency in human cells have been extensively explored in the past decade. In addition to the vast amount of knowledge obtained from the genetic and transcriptional research in hPSCs, there is a rapidly growing interest in the stem cell biology field to examine pluripotency at the protein and PTM level. This review addresses recent progress toward understanding the role of PTMs (glycosylation, phosphorylation, acetylation and methylation) in the regulation of cellular pluripotency.
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199
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Xu X, Hu J, McGrath BC, Cavener DR. GCN2 in the brain programs PPARγ2 and triglyceride storage in the liver during perinatal development in response to maternal dietary fat. PLoS One 2013; 8:e75917. [PMID: 24130751 PMCID: PMC3794936 DOI: 10.1371/journal.pone.0075917] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2013] [Accepted: 08/18/2013] [Indexed: 12/19/2022] Open
Abstract
The liver plays a central role in regulating lipid metabolism and facilitates efficient lipid utilization and storage. We discovered that a modest increase in maternal dietary fat in mice programs triglyceride storage in the liver of their developing offspring. The activation of this programming is not apparent, however, until several months later at the adult stage. We found that the perinatal programming of adult hepatic triglyceride storage was controlled by the eIF2α kinase GCN2 (EIF2AK4) in the brain of the offspring, which stimulates epigenetic modification of the Pparγ2 gene in the neonatal liver. Genetic ablation of Gcn2 in the offspring exhibited reduced hepatic triglyceride storage and repressed expression of the peroxisome proliferator-activated receptor gamma 2 (Pparγ2) and two lipid droplet protein genes, Fsp27 and Cidea. Brain-specific, but not liver-specific, Gcn2 KO mice exhibit these same defects demonstrating that GCN2 in the developing brain programs hepatic triglyceride storage. GCN2 and nutrition-dependent programming of Pparγ2 is correlated with trimethylation of lysine 4 of histone 3 (H3K4me3) in the Pparγ2 promoter region during neonatal development. In addition to regulating hepatic triglyceride in response to modest changes in dietary fat, Gcn2 deficiency profoundly impacts the severity of the obese-diabetic phenotype of the leptin receptor mutant (db/db) mouse, by reducing hepatic steatosis and obesity but exacerbating the diabetic phenotype. We suggest that GCN2-dependent perinatal programming of hepatic triglyceride storage is an adaptation to couple early nutrition to anticipated needs for hepatic triglyceride storage in adults. However, increasing the hepatic triglyceride set point during perinatal development may predispose individuals to hepatosteatosis, while reducing circulating fatty acid levels that promote insulin resistance.
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Affiliation(s)
- Xu Xu
- Department of Biology, Center for Cellular Dynamics and the Huck Institute of the Life Sciences, Penn State University, University Park, Pennsylvania, United States of America
| | - Jingjie Hu
- Department of Biology, Center for Cellular Dynamics and the Huck Institute of the Life Sciences, Penn State University, University Park, Pennsylvania, United States of America
| | - Barbara C. McGrath
- Department of Biology, Center for Cellular Dynamics and the Huck Institute of the Life Sciences, Penn State University, University Park, Pennsylvania, United States of America
| | - Douglas R. Cavener
- Department of Biology, Center for Cellular Dynamics and the Huck Institute of the Life Sciences, Penn State University, University Park, Pennsylvania, United States of America
- * E-mail:
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200
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Razak SRA, Ueno K, Takayama N, Nariai N, Nagasaki M, Saito R, Koso H, Lai CY, Murakami M, Tsuji K, Michiue T, Nakauchi H, Otsu M, Watanabe S. Profiling of microRNA in human and mouse ES and iPS cells reveals overlapping but distinct microRNA expression patterns. PLoS One 2013; 8:e73532. [PMID: 24086284 PMCID: PMC3781120 DOI: 10.1371/journal.pone.0073532] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2013] [Accepted: 07/22/2013] [Indexed: 12/19/2022] Open
Abstract
Using quantitative PCR-based miRNA arrays, we comprehensively analyzed the expression profiles of miRNAs in human and mouse embryonic stem (ES), induced pluripotent stem (iPS), and somatic cells. Immature pluripotent cells were purified using SSEA-1 or SSEA-4 and were used for miRNA profiling. Hierarchical clustering and consensus clustering by nonnegative matrix factorization showed two major clusters, human ES/iPS cells and other cell groups, as previously reported. Principal components analysis (PCA) to identify miRNAs that segregate in these two groups identified miR-187, 299-3p, 499-5p, 628-5p, and 888 as new miRNAs that specifically characterize human ES/iPS cells. Detailed direct comparisons of miRNA expression levels in human ES and iPS cells showed that several miRNAs included in the chromosome 19 miRNA cluster were more strongly expressed in iPS cells than in ES cells. Similar analysis was conducted with mouse ES/iPS cells and somatic cells, and several miRNAs that had not been reported to be expressed in mouse ES/iPS cells were suggested to be ES/iPS cell-specific miRNAs by PCA. Comparison of the average expression levels of miRNAs in ES/iPS cells in humans and mice showed quite similar expression patterns of human/mouse miRNAs. However, several mouse- or human-specific miRNAs are ranked as high expressers. Time course tracing of miRNA levels during embryoid body formation revealed drastic and different patterns of changes in their levels. In summary, our miRNA expression profiling encompassing human and mouse ES and iPS cells gave various perspectives in understanding the miRNA core regulatory networks regulating pluripotent cells characteristics.
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Affiliation(s)
- Siti Razila Abdul Razak
- Division of Molecular and Developmental Biology, Institute of Medical Science, University of Tokyo, Tokyo, Japan
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