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Abstract
The zebrafish pancreas shares its basic organization and cell types with the mammalian pancreas. In addition, the developmental pathways that lead to the establishment of the pancreatic islets of Langherhans are generally conserved from fish to mammals. Zebrafish provides a powerful tool to probe the mechanisms controlling establishment of the pancreatic endocrine cell types from early embryonic progenitor cells, as well as the regeneration of endocrine cells after damage. This knowledge is, in turn, applicable to refining protocols to generate renewable sources of human pancreatic islet cells that are critical for regulation of blood sugar levels. Here, we review how previous and ongoing studies in zebrafish and beyond are influencing the understanding of molecular mechanisms underlying various forms of diabetes and efforts to develop cell-based approaches to cure this increasingly widespread disease.
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202
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Walczak MP, Drozd AM, Stoczynska-Fidelus E, Rieske P, Grzela DP. Directed differentiation of human iPSC into insulin producing cells is improved by induced expression of PDX1 and NKX6.1 factors in IPC progenitors. J Transl Med 2016; 14:341. [PMID: 27998294 PMCID: PMC5168869 DOI: 10.1186/s12967-016-1097-0] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Accepted: 11/24/2016] [Indexed: 12/21/2022] Open
Abstract
Background Induced pluripotent stem cells (iPSC) possess an enormous potential as both, scientific and therapeutic tools. Their application in the regenerative medicine provides new treatment opportunities for numerous diseases, including type 1 diabetes. In this work we aimed to derive insulin producing cells (IPC) from iPS cells established in defined conditions. Methods We optimized iPSC generation protocol and created pluripotent cell lines with stably integrated PDX1 and NKX6.1 transgenes under the transcriptional control of doxycycline-inducible promoter. These cells were differentiated using small chemical molecules and recombinant Activin A in the sequential process through the definitive endoderm, pancreatic progenitor cells and insulin producing cells. Efficiency of the procedure was assessed by quantitative gene expression measurements, immunocytochemical stainings and functional assays for insulin secretion. Results Generated cells displayed molecular markers characteristic for respective steps of the differentiation. The obtained IPC secreted insulin and produced C-peptide with significantly higher hormone release level in case of the combined expression of PDX1 and NKX6.1 induced at the last stage of the differentiation. Conclusions Efficiency of differentiation of iPSC to IPC can be increased by concurrent expression of PDX1 and NKX6.1 during progenitor cells maturation. Protocols established in our study allow for iPSC generation and derivation of IPC in chemically defined conditions free from animal-derived components, which is of the utmost importance in the light of their prospective applications in the field of regenerative medicine. Electronic supplementary material The online version of this article (doi:10.1186/s12967-016-1097-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Maciej P Walczak
- Department of Research and Development, Celther Polska Ltd., Milionowa 23, 93-193, Łódź, Poland
| | - Anna M Drozd
- Department of Research and Development, Celther Polska Ltd., Milionowa 23, 93-193, Łódź, Poland
| | - Ewelina Stoczynska-Fidelus
- Department of Research and Development, Celther Polska Ltd., Milionowa 23, 93-193, Łódź, Poland.,Department of Tumor Biology, Medical University of Łódź, Żeligowskiego 7/9, 90-752, Łódź, Poland
| | - Piotr Rieske
- Department of Research and Development, Celther Polska Ltd., Milionowa 23, 93-193, Łódź, Poland.,Department of Tumor Biology, Medical University of Łódź, Żeligowskiego 7/9, 90-752, Łódź, Poland.,Research and Development Unit, Personather Ltd., Milionowa 23, 93-193, Łódź, Poland
| | - Dawid P Grzela
- Department of Research and Development, Celther Polska Ltd., Milionowa 23, 93-193, Łódź, Poland.
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203
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Muñoz-Bravo JL, Flores-Martínez A, Herrero-Martin G, Puri S, Taketo MM, Rojas A, Hebrok M, Cano DA. Loss of Pancreas upon Activated Wnt Signaling Is Concomitant with Emergence of Gastrointestinal Identity. PLoS One 2016; 11:e0164714. [PMID: 27736991 PMCID: PMC5063371 DOI: 10.1371/journal.pone.0164714] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2016] [Accepted: 09/29/2016] [Indexed: 12/20/2022] Open
Abstract
Organ formation is achieved through the complex interplay between signaling pathways and transcriptional cascades. The canonical Wnt signaling pathway plays multiple roles during embryonic development including patterning, proliferation and differentiation in distinct tissues. Previous studies have established the importance of this pathway at multiple stages of pancreas formation as well as in postnatal organ function and homeostasis. In mice, gain-of-function experiments have demonstrated that activation of the canonical Wnt pathway results in pancreatic hypoplasia, a phenomenon whose underlying mechanisms remains to be elucidated. Here, we show that ectopic activation of epithelial canonical Wnt signaling causes aberrant induction of gastric and intestinal markers both in the pancreatic epithelium and mesenchyme, leading to the development of gut-like features. Furthermore, we provide evidence that β -catenin-induced impairment of pancreas formation depends on Hedgehog signaling. Together, our data emphasize the developmental plasticity of pancreatic progenitors and further underscore the key role of precise regulation of signaling pathways to maintain appropriate organ boundaries.
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Affiliation(s)
- Jose Luis Muñoz-Bravo
- Unidad de Gestión Clínica de Endocrinología y Nutrición, Hospital Universitario Virgen del Rocío, Sevilla, Spain
- Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío/Consejo Superior de Investigaciones Científicas/Universidad de Sevilla, Sevilla, Spain
| | - Alvaro Flores-Martínez
- Unidad de Gestión Clínica de Endocrinología y Nutrición, Hospital Universitario Virgen del Rocío, Sevilla, Spain
- Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío/Consejo Superior de Investigaciones Científicas/Universidad de Sevilla, Sevilla, Spain
| | - Griselda Herrero-Martin
- Unidad de Gestión Clínica de Endocrinología y Nutrición, Hospital Universitario Virgen del Rocío, Sevilla, Spain
- Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío/Consejo Superior de Investigaciones Científicas/Universidad de Sevilla, Sevilla, Spain
| | - Sapna Puri
- Diabetes Center, Department of Medicine, University of California San Francisco, San Francisco, United States of America
| | - Makoto Mark Taketo
- Department of Pharmacology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Anabel Rojas
- Centro Andaluz de Biología Molecular y Medicina Regenerativa (CABIMER), Sevilla, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Madrid, Spain
| | - Matthias Hebrok
- Diabetes Center, Department of Medicine, University of California San Francisco, San Francisco, United States of America
| | - David A. Cano
- Unidad de Gestión Clínica de Endocrinología y Nutrición, Hospital Universitario Virgen del Rocío, Sevilla, Spain
- Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío/Consejo Superior de Investigaciones Científicas/Universidad de Sevilla, Sevilla, Spain
- * E-mail:
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204
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Honoré C, Rescan C, Hald J, McGrath PS, Petersen MBK, Hansson M, Klein T, Østergaard S, Wells JM, Madsen OD. Revisiting the immunocytochemical detection of Neurogenin 3 expression in mouse and man. Diabetes Obes Metab 2016; 18 Suppl 1:10-22. [PMID: 27615127 DOI: 10.1111/dom.12718] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Accepted: 05/08/2016] [Indexed: 12/13/2022]
Abstract
During embryonic development, endocrine cells of the pancreas are specified from multipotent progenitors. The transcription factor Neurogenin 3 (NEUROG3) is critical for this development and it has been shown that all endocrine cells of the pancreas arise from endocrine progenitors expressing NEUROG3. A thorough understanding of the role of NEUROG3 during development, directed differentiation of pluripotent stem cells and in models of cellular reprogramming, will guide future efforts directed at finding novel sources of β-cells for cell replacement therapies. In this article, we review the expression and function of NEUROG3 in both mouse and human and present the further characterization of a monoclonal antibody directed against NEUROG3. This antibody has been previously been used for detection of both mouse and human NEUROG3. However, our results suggest that the epitope recognized by this antibody is specific to mouse NEUROG3. Thus, we have also generated a monoclonal antibody specifically recognizing human NEUROG3 and present the characterization of this antibody here. Together, these antibodies will provide useful tools for future studies of NEUROG3 expression, and the data presented in this article suggest that recently described expression patterns of NEUROG3 in human foetal and adult pancreas should be re-examined.
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Affiliation(s)
- C Honoré
- Department of Islet and Stem Cell Biology, Novo Nordisk A/S, Måløv, Denmark.
| | - C Rescan
- Department of Islet and Stem Cell Biology, Novo Nordisk A/S, Måløv, Denmark
| | - J Hald
- Department of Islet and Stem Cell Biology, Novo Nordisk A/S, Måløv, Denmark
| | - P S McGrath
- Division of Developmental Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - M B K Petersen
- Department of Islet and Stem Cell Biology, Novo Nordisk A/S, Måløv, Denmark
| | - M Hansson
- Department of Islet and Stem Cell Biology, Novo Nordisk A/S, Måløv, Denmark
| | - T Klein
- Gubra Aps, Agern Alle 1, Hørsholm, Denmark
| | - S Østergaard
- Department of Islet and Stem Cell Biology, Novo Nordisk A/S, Måløv, Denmark
| | - J M Wells
- Division of Developmental Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
- Division of Endocrinology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - O D Madsen
- Department of Islet and Stem Cell Biology, Novo Nordisk A/S, Måløv, Denmark
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205
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Gerrard DT, Berry AA, Jennings RE, Piper Hanley K, Bobola N, Hanley NA. An integrative transcriptomic atlas of organogenesis in human embryos. eLife 2016; 5. [PMID: 27557446 PMCID: PMC4996651 DOI: 10.7554/elife.15657] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2016] [Accepted: 07/18/2016] [Indexed: 12/26/2022] Open
Abstract
Human organogenesis is when severe developmental abnormalities commonly originate. However, understanding this critical embryonic phase has relied upon inference from patient phenotypes and assumptions from in vitro stem cell models and non-human vertebrates. We report an integrated transcriptomic atlas of human organogenesis. By lineage-guided principal components analysis, we uncover novel relatedness of particular developmental genes across different organs and tissues and identified unique transcriptional codes which correctly predicted the cause of many congenital disorders. By inference, our model pinpoints co-enriched genes as new causes of developmental disorders such as cleft palate and congenital heart disease. The data revealed more than 6000 novel transcripts, over 90% of which fulfil criteria as long non-coding RNAs correlated with the protein-coding genome over megabase distances. Taken together, we have uncovered cryptic transcriptional programs used by the human embryo and established a new resource for the molecular understanding of human organogenesis and its associated disorders. DOI:http://dx.doi.org/10.7554/eLife.15657.001 Individual organs and tissues form in human embryos during the first two months of pregnancy. Any errors during this crucial stage of human development can result in miscarriage or serious birth defects. Yet remarkably little is known about how this process works. What is known has been inferred from studies of how other animals develop, human stem cells grown in a laboratory, and babies born with genetic conditions that cause developmental problems. Genes control the way that organs and tissues form, and are switched on or off in complex patterns during development to ensure that particular cells develop into one type of organ and not another. When genes are switched on, their DNA is copied into molecules called RNA. Many RNA molecules are used as templates to make proteins, which then perform critical roles in cell processes. One way to find out which genes are activated during development is to identify which RNAs are made by cells in the embryo. Here, Gerrard, Berry et al. used a technique called RNA-sequencing to identify the RNAs that human embryos make while their organs and tissues form. The RNA came from many different tissues including the heart, limbs and the roof of the mouth. Gerrard, Berry et al. developed a new computational model that used the identity of the RNAs to decode the precise patterns of gene activity in the tissues. The model correctly identified many genes that were already known to cause developmental problems when faulty, and identified numerous others that are now predicted to cause developmental defects in humans. Gerrard, Berry et al. also discovered over 6,000 RNAs in the human embryos that are unlikely to code for proteins. These “non-coding” RNAs may have other roles in cells, such as switching off genes, and many of them appear to be specific to human embryos. Together, these findings have uncovered new patterns of gene activity that drive development in human embryos and provide a resource for studying how organs and tissues form. Future challenges are to understand what controls these patterns of gene activity, and how the patterns change over time. DOI:http://dx.doi.org/10.7554/eLife.15657.002
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Affiliation(s)
- Dave T Gerrard
- Division of Diabetes, Endocrinology & Gastroenterology, School of Medical Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, Manchester, United Kingdom
| | - Andrew A Berry
- Division of Diabetes, Endocrinology & Gastroenterology, School of Medical Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, Manchester, United Kingdom
| | - Rachel E Jennings
- Division of Diabetes, Endocrinology & Gastroenterology, School of Medical Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, Manchester, United Kingdom.,Endocrinology Department, Central Manchester University Hospitals NHS Foundation Trust, Manchester, United Kingdom
| | - Karen Piper Hanley
- Division of Diabetes, Endocrinology & Gastroenterology, School of Medical Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, Manchester, United Kingdom
| | - Nicoletta Bobola
- Division of Dentistry, School of Medical Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, Manchester, United Kingdom
| | - Neil A Hanley
- Division of Diabetes, Endocrinology & Gastroenterology, School of Medical Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, Manchester, United Kingdom.,Endocrinology Department, Central Manchester University Hospitals NHS Foundation Trust, Manchester, United Kingdom
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206
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Yin C. Molecular mechanisms of Sox transcription factors during the development of liver, bile duct, and pancreas. Semin Cell Dev Biol 2016; 63:68-78. [PMID: 27552918 DOI: 10.1016/j.semcdb.2016.08.015] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2016] [Revised: 08/13/2016] [Accepted: 08/18/2016] [Indexed: 12/15/2022]
Abstract
The liver and pancreas are the prime digestive and metabolic organs in the body. After emerging from the neighboring domains of the foregut endoderm, they turn on distinct differentiation and morphogenesis programs that are regulated by hierarchies of transcription factors. Members of SOX family of transcription factors are expressed in the liver and pancreas throughout development and act upstream of other organ-specific transcription factors. They play key roles in maintaining stem cells and progenitors. They are also master regulators of cell fate determination and tissue morphogenesis. In this review, we summarize the current understanding of SOX transcription factors in mediating liver and pancreas development. We discuss their contribution to adult organ function, homeostasis and injury responses. We also speculate how the knowledge of SOX transcription factors can be applied to improve therapies for liver diseases and diabetes.
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Affiliation(s)
- Chunyue Yin
- Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA.
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207
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Lee S, Jeong S, Lee C, Oh J, Kim SC. Mesenchymal Stem Cells Derived from Human Exocrine Pancreas Spontaneously Express Pancreas Progenitor-Cell Markers in a Cell-Passage-Dependent Manner. Stem Cells Int 2016; 2016:2142646. [PMID: 27630717 PMCID: PMC5007373 DOI: 10.1155/2016/2142646] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2016] [Accepted: 07/21/2016] [Indexed: 12/31/2022] Open
Abstract
Mesenchymal stem cells (MSCs) derived from bone marrow, adipose tissue, and most connective tissues have been recognized as promising sources for cell-based therapies. MSCs have also been detected in human pancreatic tissue, including endocrine and exocrine cells. These adult human pancreas-derived MSCs have generated a great deal of interest owing to their potential use in the differentiation of insulin-producing cells for diabetes treatment. In the present study, we isolated MSCs from the adult human exocrine pancreas to determine whether isolated MSCs have the potential to differentiate into pancreatic endocrine cells and, therefore, whether they can be used in stem cell-based therapies. Pancreatic tissue was digested by collagenase and an enriched exocrine-cell fraction was obtained by density-gradient separation. Crude exocrine cells were methodically cultured in suspension and then in adherent culture. We expanded the human pancreatic exocrine-derived MSCs (hpMSCs) by cell passaging in culture and confirmed by flow cytometry that >90% expressed human classic surface markers of MSCs. Interestingly, these cells expressed pancreatic transcription factors, such as Pdx1, Ngn3, and MafA, similar to pancreatic progenitor cells. These results indicated that hpMSCs can be used for the differentiation of pancreatic endocrine cells and may be used in type 1 diabetes treatment.
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Affiliation(s)
- Song Lee
- Laboratory of Stem Cell Biology and Cell Therapy, Asan Institute for Life Science, Asan Medical Center, Seoul 05505, Republic of Korea
- Department of Surgery, University of Ulsan College of Medicine and Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, Seoul 05505, Republic of Korea
| | - Seonghee Jeong
- Laboratory of Stem Cell Biology and Cell Therapy, Asan Institute for Life Science, Asan Medical Center, Seoul 05505, Republic of Korea
| | - Chanmi Lee
- Laboratory of Stem Cell Biology and Cell Therapy, Asan Institute for Life Science, Asan Medical Center, Seoul 05505, Republic of Korea
| | - Jooyun Oh
- Laboratory of Stem Cell Biology and Cell Therapy, Asan Institute for Life Science, Asan Medical Center, Seoul 05505, Republic of Korea
| | - Song-Cheol Kim
- Laboratory of Stem Cell Biology and Cell Therapy, Asan Institute for Life Science, Asan Medical Center, Seoul 05505, Republic of Korea
- Department of Surgery, University of Ulsan College of Medicine and Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, Seoul 05505, Republic of Korea
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208
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Lee I. Human pancreatic islets develop through fusion of distinct β
and α
/δ
islets. Dev Growth Differ 2016; 58:635-640. [DOI: 10.1111/dgd.12308] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2016] [Revised: 07/10/2016] [Accepted: 07/12/2016] [Indexed: 12/13/2022]
Affiliation(s)
- Inchul Lee
- Department of Pathology; Asan Medical Center; University of Ulsan College of Medicine; Seoul Korea
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209
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Saisho Y. Pancreas Volume and Fat Deposition in Diabetes and Normal Physiology: Consideration of the Interplay Between Endocrine and Exocrine Pancreas. Rev Diabet Stud 2016; 13:132-147. [PMID: 28012279 DOI: 10.1900/rds.2016.13.132] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
The pancreas is comprised of exocrine and endocrine components. Despite the fact that they are derived from a common origin in utero, these two compartments are often studied individually because of the different roles and functions of the exocrine and endocrine pancreas. Recent studies have shown that not only type 1 diabetes (T1D), but also type 2 diabetes (T2D), is characterized by a deficit in beta-cell mass, suggesting that pathological changes in the pancreas are critical events in the natural history of diabetes. In both patients with T1D and those with T2D, pancreas mass and exocrine function have been reported to be reduced. On the other hand, pancreas volume and pancreatic fat increase with obesity. Increased beta-cell mass with increasing obesity has also been observed in humans, and ectopic fat deposits in the pancreas have been reported to cause beta-cell dysfunction. Moreover, neogenesis and transdifferentiation from the exocrine to the endocrine compartment in the postnatal period are regarded as a source of newly formed beta-cells. These findings suggest that there is important interplay between the endocrine and exocrine pancreas throughout life. This review summarizes the current knowledge on physiological and pathological changes in the exocrine and endocrine pancreas (i.e., beta-cell mass), and discusses the potential mechanisms of the interplay between the two compartments in humans to understand the pathophysiology of diabetes better.
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Affiliation(s)
- Yoshifumi Saisho
- Department of Internal Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan
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210
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Omori H, Ogaki S, Sakano D, Sato M, Umeda K, Takeda N, Nakagata N, Kume S. Changes in expression of C2cd4c in pancreatic endocrine cells during pancreatic development. FEBS Lett 2016; 590:2584-93. [PMID: 27349930 PMCID: PMC5129588 DOI: 10.1002/1873-3468.12271] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Revised: 06/20/2016] [Accepted: 06/21/2016] [Indexed: 11/10/2022]
Abstract
C2cd4c, encoded by a gene belonging to the C2cd4 family, contains a C2 domain conserved across species and is localized to the cytoplasm. To examine the role of C2cd4c in the pancreas, we studied its localization and generated C2cd4c knockout (KO) mice. C2cd4c was expressed in pancreatic endocrine progenitors at early embryonic stages. When endocrine cells arise from their precursors, C2cd4c is gradually confined to the insulin‐ and pancreatic polypeptide‐expressing cells of the endocrine. In the adult pancreas, C2cd4c is restricted to the beta cells. C2cd4c KO mice showed normal embryonic pancreatic development and adult pancreatic function. Thus, our results suggest that C2cd4c is dispensable for pancreatic development.
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Affiliation(s)
- Hisayoshi Omori
- Institute of Molecular Embryology and Genetics, Kumamoto University, Japan
| | - Soichiro Ogaki
- Institute of Molecular Embryology and Genetics, Kumamoto University, Japan.,Department of Life Science and Technology, School of Life Science and Technology, Tokyo Institute of Technology, Yokohama, Japan.,Division of Pharmacology, National Institute of Health Science, Kamiyoga, Setagaya-ku, Tokyo, Japan
| | - Daisuke Sakano
- Institute of Molecular Embryology and Genetics, Kumamoto University, Japan.,Department of Life Science and Technology, School of Life Science and Technology, Tokyo Institute of Technology, Yokohama, Japan
| | - Mutsumi Sato
- Institute of Molecular Embryology and Genetics, Kumamoto University, Japan
| | - Kahoko Umeda
- Institute of Molecular Embryology and Genetics, Kumamoto University, Japan.,HIGO program, Kumamoto University, Japan
| | - Naoki Takeda
- Division of Developmental Genetics, Institute of Resource Development and Analysis, Kumamoto University, Japan
| | - Naomi Nakagata
- Division of Reproductive Engineering, Institute of Resource Development and Analysis, Kumamoto University, Japan
| | - Shoen Kume
- Institute of Molecular Embryology and Genetics, Kumamoto University, Japan.,Department of Life Science and Technology, School of Life Science and Technology, Tokyo Institute of Technology, Yokohama, Japan
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211
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Grün D, Muraro MJ, Boisset JC, Wiebrands K, Lyubimova A, Dharmadhikari G, van den Born M, van Es J, Jansen E, Clevers H, de Koning EJP, van Oudenaarden A. De Novo Prediction of Stem Cell Identity using Single-Cell Transcriptome Data. Cell Stem Cell 2016; 19:266-277. [PMID: 27345837 PMCID: PMC4985539 DOI: 10.1016/j.stem.2016.05.010] [Citation(s) in RCA: 389] [Impact Index Per Article: 43.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Revised: 04/04/2016] [Accepted: 05/12/2016] [Indexed: 02/07/2023]
Abstract
Adult mitotic tissues like the intestine, skin, and blood undergo constant turnover throughout the life of an organism. Knowing the identity of the stem cell is crucial to understanding tissue homeostasis and its aberrations upon disease. Here we present a computational method for the derivation of a lineage tree from single-cell transcriptome data. By exploiting the tree topology and the transcriptome composition, we establish StemID, an algorithm for identifying stem cells among all detectable cell types within a population. We demonstrate that StemID recovers two known adult stem cell populations, Lgr5+ cells in the small intestine and hematopoietic stem cells in the bone marrow. We apply StemID to predict candidate multipotent cell populations in the human pancreas, a tissue with largely uncharacterized turnover dynamics. We hope that StemID will accelerate the search for novel stem cells by providing concrete markers for biological follow-up and validation. StemID infers the lineage tree and identifies stem cells from single-cell mRNA-seq data Direct links of stem cells to distinct sub-types reflect transcriptome plasticity The permissive stem cell transcriptome is characterized by high entropy StemID infers candidate multipotent cell populations in the human pancreas
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Affiliation(s)
- Dominic Grün
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, 3584 CT Utrecht, the Netherlands; Cancer Genomics Netherlands, University Medical Center Utrecht, 3584 CX Utrecht, the Netherlands; Max Planck Institute of Immunobiology and Epigenetics, 79108 Freiburg, Germany.
| | - Mauro J Muraro
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, 3584 CT Utrecht, the Netherlands; Cancer Genomics Netherlands, University Medical Center Utrecht, 3584 CX Utrecht, the Netherlands
| | - Jean-Charles Boisset
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, 3584 CT Utrecht, the Netherlands; Cancer Genomics Netherlands, University Medical Center Utrecht, 3584 CX Utrecht, the Netherlands
| | - Kay Wiebrands
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, 3584 CT Utrecht, the Netherlands; Cancer Genomics Netherlands, University Medical Center Utrecht, 3584 CX Utrecht, the Netherlands
| | - Anna Lyubimova
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, 3584 CT Utrecht, the Netherlands; Cancer Genomics Netherlands, University Medical Center Utrecht, 3584 CX Utrecht, the Netherlands
| | - Gitanjali Dharmadhikari
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, 3584 CT Utrecht, the Netherlands; Cancer Genomics Netherlands, University Medical Center Utrecht, 3584 CX Utrecht, the Netherlands; Department of Medicine, Section of Nephrology and Section of Endocrinology, Leiden University Medical Center, 2333 ZA Leiden, the Netherlands
| | - Maaike van den Born
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, 3584 CT Utrecht, the Netherlands; Cancer Genomics Netherlands, University Medical Center Utrecht, 3584 CX Utrecht, the Netherlands
| | - Johan van Es
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, 3584 CT Utrecht, the Netherlands; Cancer Genomics Netherlands, University Medical Center Utrecht, 3584 CX Utrecht, the Netherlands
| | - Erik Jansen
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, 3584 CT Utrecht, the Netherlands; Cancer Genomics Netherlands, University Medical Center Utrecht, 3584 CX Utrecht, the Netherlands
| | - Hans Clevers
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, 3584 CT Utrecht, the Netherlands; Cancer Genomics Netherlands, University Medical Center Utrecht, 3584 CX Utrecht, the Netherlands; Princess Maxima Center for Pediatric Oncology, 3508 AB Utrecht, the Netherlands
| | - Eelco J P de Koning
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, 3584 CT Utrecht, the Netherlands; Cancer Genomics Netherlands, University Medical Center Utrecht, 3584 CX Utrecht, the Netherlands; Department of Medicine, Section of Nephrology and Section of Endocrinology, Leiden University Medical Center, 2333 ZA Leiden, the Netherlands
| | - Alexander van Oudenaarden
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, 3584 CT Utrecht, the Netherlands; Cancer Genomics Netherlands, University Medical Center Utrecht, 3584 CX Utrecht, the Netherlands.
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212
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Kofent J, Spagnoli FM. Xenopus as a model system for studying pancreatic development and diabetes. Semin Cell Dev Biol 2016; 51:106-16. [PMID: 26806634 DOI: 10.1016/j.semcdb.2016.01.005] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2015] [Accepted: 01/06/2016] [Indexed: 02/07/2023]
Abstract
Diabetes is a chronic disease caused by the loss or dysfunction of the insulin-producing β-cells in the pancreas. To date, much of our knowledge about β-cells in humans comes from studying rare monogenic forms of diabetes. Importantly, the majority of mutations so far associated to monogenic diabetes are in genes that exert a regulatory role in pancreatic development and/or β-cell function. Thus, the identification and study of novel mutations open an unprecedented window into human pancreatic development. In this review, we summarize major advances in the genetic dissection of different types of monogenic diabetes and the insights gained from a developmental perspective. We highlight future challenges to bridge the gap between the fast accumulation of genetic data through next-generation sequencing and the need of functional insights into disease mechanisms. Lastly, we discuss the relevance and advantages of studying candidate gene variants in vivo using the Xenopus as model system.
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Affiliation(s)
- Julia Kofent
- Max Delbrück Center for Molecular Medicine (MDC), Robert-Rössle-Str. 10, D-13125 Berlin, Germany
| | - Francesca M Spagnoli
- Max Delbrück Center for Molecular Medicine (MDC), Robert-Rössle-Str. 10, D-13125 Berlin, Germany.
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Abstract
Summary: With this Special Issue, Development signals its strong interest in the field of human development – a new research frontier opened up by recent technological advances.
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Affiliation(s)
- Olivier Pourquié
- Harvard Medical School, Department of Genetics, Brigham and Women's Hospital, Department of Pathology, HIM118, 4 Blackfan Circle, Boston, MA 02115, USA.
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Abstract
Although similar, mouse and human pancreatic development and beta cell physiology have significant differences. For this reason, mouse models present shortcomings that can obscure the understanding of human diabetes pathology. Progress in the field of human pluripotent stem cell (hPSC) differentiation now makes it possible to derive unlimited numbers of human beta cells in vitro. This constitutes an invaluable approach to gain insight into human beta cell development and physiology and to generate improved disease models. Here we summarize the main differences in terms of development and physiology of the pancreatic endocrine cells between mouse and human, and describe the recent progress in modeling diabetes using hPSC. We highlight the need of developing more physiological hPSC-derived beta cell models and anticipate the future prospects of these approaches.
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Affiliation(s)
- Diego Balboa
- University of Helsinki, Research Programs Unit, Molecular Neurology and Biomedicum Stem Cell Center, Finland
| | - Timo Otonkoski
- University of Helsinki, Research Programs Unit, Molecular Neurology and Biomedicum Stem Cell Center, Finland; Children's Hospital, University of Helsinki and Helsinki University Central Hospital, Finland.
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