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Wagner LE, Melnyk O, Duffett BE, Linnemann AK. Mouse models and human islet transplantation sites for intravital imaging. Front Endocrinol (Lausanne) 2022; 13:992540. [PMID: 36277698 PMCID: PMC9579277 DOI: 10.3389/fendo.2022.992540] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 09/09/2022] [Indexed: 01/12/2023] Open
Abstract
Human islet transplantations into rodent models are an essential tool to aid in the development and testing of islet and cellular-based therapies for diabetes prevention and treatment. Through the ability to evaluate human islets in an in vivo setting, these studies allow for experimental approaches to answer questions surrounding normal and disease pathophysiology that cannot be answered using other in vitro and in vivo techniques alone. Intravital microscopy enables imaging of tissues in living organisms with dynamic temporal resolution and can be employed to measure biological processes in transplanted human islets revealing how experimental variables can influence engraftment, and transplant survival and function. A key consideration in experimental design for transplant imaging is the surgical placement site, which is guided by the presence of vasculature to aid in functional engraftment of the islets and promote their survival. Here, we review transplantation sites and mouse models used to study beta cell biology in vivo using intravital microscopy and we highlight fundamental observations made possible using this methodology.
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Affiliation(s)
- Leslie E. Wagner
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Olha Melnyk
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Bryce E. Duffett
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Amelia K. Linnemann
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, United States
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, United States
- Center for Diabetes and Metabolic Diseases, Indiana University School of Medicine, Indianapolis, IN, United States
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Jacobelli J, Buser AE, Heiden DL, Friedman RS. Autoimmunity in motion: Mechanisms of immune regulation and destruction revealed by in vivo imaging. Immunol Rev 2022; 306:181-199. [PMID: 34825390 PMCID: PMC9135487 DOI: 10.1111/imr.13043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 11/06/2021] [Indexed: 11/30/2022]
Abstract
Autoimmunity arises when mechanisms of immune tolerance fail. Here we discuss mechanisms of T cell activation and tolerance and the dynamics of the autoimmune response at the site of disease. Live imaging of autoimmunity provides the ability to analyze immune cell dynamics at the single-cell level within the complex intact environment where disease occurs. These analyses have revealed mechanisms of T cell activation and tolerance in the lymph nodes, mechanisms of T cell entry into sites of autoimmune disease, and mechanisms leading to pathogenesis or protection in the autoimmune lesions. The overarching conclusions point to stable versus transient T cell antigen presenting cell interactions dictating the balance between T cell activation and tolerance, and T cell restimulation as a driver of pathogenesis at the site of autoimmunity. Findings from models of multiple sclerosis and type 1 diabetes are highlighted, however, the results have implications for basic mechanisms of T cell regulation during immune responses, tumor immunity, and autoimmunity.
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Affiliation(s)
- Jordan Jacobelli
- Barbara Davis Center for Diabetes, Department of Immunology & Microbiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Alan E. Buser
- Barbara Davis Center for Diabetes, Department of Immunology & Microbiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Dustin L. Heiden
- Barbara Davis Center for Diabetes, Department of Immunology & Microbiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Rachel S. Friedman
- Barbara Davis Center for Diabetes, Department of Immunology & Microbiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
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Transplant Islets Into the Pinna of the Ear: A Mouse Islet Transplant Model. Transplant Proc 2020; 53:450-456. [PMID: 32928554 DOI: 10.1016/j.transproceed.2020.06.040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 06/29/2020] [Indexed: 01/02/2023]
Abstract
BACKGROUND Islets transplanted under the ear skin would allow easy observation of the graft response and survival in vivo. This research was designed to establish an efficient mouse islet transplant model to probe the dynamic cellular interplay in vivo. METHODS Green fluorescent protein transgenic mice and BALB/c mice were used as donors and recipients. All recipients were divided into 6 groups of 6 mice each. First, we treated the transplant recipients, including diabetes induction, autologous epididymal fat pad, and MATRIGEL transplant to the ears. Then, 1. we transplanted isolated islets to the ear/ear with fat/ear with MATRIGEL; and 2. transplanted islets with collagen + basic fibroblast growth factor or islets with collagen + vascular endothelial growth factor. Mice in the control group received a sham transplantation with phosphate buffer saline. All recipients were then observed for 30 days with blood glucose (BG) monitoring. Finally, ears were removed with graft on day 28 for histologic examination. RESULTS It was suggested that transplant of islets alone could not correct hyperglycemia. Fat, MATRIGEL, collagen, and growth factors have the similar function to form a microenvironment conducive to islet survival. The effect of islet transplantation for correcting hyperglycemia of the fat modification group was better than other groups (P < .05). BG could be normalized, and living islets were detected by anti-insulin immunohistochemistry. CONCLUSIONS Transplant islets into the ear with transplanted autologous fat is the optimal way which can be used to analyze the allograft response in vivo and track cell population and migration using labels by confocal microscopy.
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Alcazar O, Hernandez LF, Nakayasu ES, Piehowski PD, Ansong C, Abdulreda MH, Buchwald P. Longitudinal proteomics analysis in the immediate microenvironment of islet allografts during progression of rejection. J Proteomics 2020; 223:103826. [PMID: 32442648 DOI: 10.1016/j.jprot.2020.103826] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2020] [Revised: 05/08/2020] [Accepted: 05/12/2020] [Indexed: 12/12/2022]
Abstract
The applicability and benefits of pancreatic islet transplantation are limited due to various issues including the need to avoid immune-mediated rejection. Here, we used our experimental platform of allogeneic islet transplant in the anterior chamber of the eye (ACE-platform) to longitudinally monitor the progress of rejection in mice and obtain aqueous humor samples representative of the microenvironment of the graft for accurately-timed proteomic analyses. LC-MS/MS-based proteomics performed on such mass-limited samples (~5 μL) identified a total of 1296 proteins. Various analyses revealed distinct protein patterns associated with the mounting of the inflammatory and immune responses and their evolution with the progression of the rejection. Pathway analyses indicated predominant changes in cytotoxic functions, cell movement, and innate and adaptive immune responses. Network prediction analyses revealed transition from humoral to cellular immune response and exacerbation of pro-inflammatory signaling. One of the proteins identified by this localized proteomics as a candidate biomarker of islet rejection, Cystatin 3, was further validated by ELISA in the aqueous humor. This study provides (1) experimental evidence demonstrating the feasibility of longitudinal localized proteomics using small aqueous humor samples and (2) proof-of-concept for the discovery of biomarkers of impending immune attack from the immediate local microenvironment of ACE-transplanted islets. SIGNIFICANCE: The combination of the ACE-platform and longitudinal localized proteomics offers a powerful approach to biomarker discovery during the various stages of immune reactions mounted against transplanted tissues including pancreatic islets. It also supports proteomics-assisted drug discovery and development efforts aimed at preventing rejection through efficacy assessment of new agents by noninvasive and longitudinal graft monitoring.
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Affiliation(s)
- Oscar Alcazar
- University of Miami Miller School of Medicine, Diabetes Research Institute, Miami, FL, USA
| | - Luis F Hernandez
- University of Miami Miller School of Medicine, Diabetes Research Institute, Miami, FL, USA
| | - Ernesto S Nakayasu
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Paul D Piehowski
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Charles Ansong
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Midhat H Abdulreda
- University of Miami Miller School of Medicine, Diabetes Research Institute, Miami, FL, USA; University of Miami Miller School of Medicine, Department of Surgery, Miami, FL, USA; University of Miami Miller School of Medicine, Department of Microbiology and Immunology, Miami, FL, USA; University of Miami Miller School of Medicine, Department of Ophthalmology, Miami, FL, USA.
| | - Peter Buchwald
- University of Miami Miller School of Medicine, Diabetes Research Institute, Miami, FL, USA; University of Miami Miller School of Medicine, Department of Molecular and Cellular Pharmacology, Miami, FL, USA.
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Ventriglia G, Mancarella F, Sebastiani G, Cook DP, Mallone R, Mathieu C, Gysemans C, Dotta F. miR-409-3p is reduced in plasma and islet immune infiltrates of NOD diabetic mice and is differentially expressed in people with type 1 diabetes. Diabetologia 2020; 63:124-136. [PMID: 31659408 DOI: 10.1007/s00125-019-05026-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Accepted: 08/30/2019] [Indexed: 02/07/2023]
Abstract
AIMS/HYPOTHESIS MicroRNAs (miRNAs) are a novel class of potential biomarkers emerging in many diseases, including type 1 diabetes. Here, we aim to analyse a panel of circulating miRNAs in non-obese diabetic (NOD) mice and individuals with type 1 diabetes. METHODS We adopted standardised methodologies for extracting miRNAs from small sample volumes to evaluate a profiling panel of mature miRNAs in paired plasma and laser-captured microdissected immune-infiltrated islets of recently diabetic and normoglycaemic NOD mice. Moreover, we validated the findings during disease progression and remission after anti-CD3 therapy in NOD mice, as well as in individuals with type 1 diabetes. RESULTS Plasma levels of five miRNAs were downregulated in diabetic vs normoglycaemic mice. Of those, miR-409-3p was also downregulated in situ in the immune islet infiltrates of diabetic mice, suggesting an association with disease pathogenesis. Target-prediction tools linked miR-409-3p to immune- and metabolism-related signalling molecules. In situ miR-409-3p expression correlated with insulitis severity, and CD8+ central memory T cells were found to be enriched in miR-409-3p. Plasma miR-409-3p levels gradually decreased during diabetes development and improved with disease remission after anti-CD3 antibody therapy. Finally, plasma miR-409-3p levels were lower in people recently diagnosed with type 1 diabetes compared with a non-diabetic control group, and levels were inversely correlated with HbA1c levels. CONCLUSIONS/INTERPRETATION We propose that miR-409-3p may represent a new circulating biomarker of islet inflammation and type 1 diabetes severity.
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Affiliation(s)
- Giuliana Ventriglia
- Diabetes Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, V.le Bracci, 16 - 53100, Siena, Italy
- Fondazione Umberto Di Mario ONLUS c/o Toscana Life Sciences, Siena, Italy
- Clinical and Experimental Endocrinology (CEE), Katholieke Universiteit Leuven (KU LEUVEN), Leuven, Belgium
| | - Francesca Mancarella
- Diabetes Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, V.le Bracci, 16 - 53100, Siena, Italy
- Fondazione Umberto Di Mario ONLUS c/o Toscana Life Sciences, Siena, Italy
| | - Guido Sebastiani
- Diabetes Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, V.le Bracci, 16 - 53100, Siena, Italy
- Fondazione Umberto Di Mario ONLUS c/o Toscana Life Sciences, Siena, Italy
| | - Dana P Cook
- Clinical and Experimental Endocrinology (CEE), Katholieke Universiteit Leuven (KU LEUVEN), Leuven, Belgium
| | - Roberto Mallone
- Inserm, U1016, CNRS, UMR8104, Paris Descartes University, Sorbonne Paris Cité, Cochin Institute, Paris, France
| | - Chantal Mathieu
- Clinical and Experimental Endocrinology (CEE), Katholieke Universiteit Leuven (KU LEUVEN), Leuven, Belgium
| | - Conny Gysemans
- Clinical and Experimental Endocrinology (CEE), Katholieke Universiteit Leuven (KU LEUVEN), Leuven, Belgium
| | - Francesco Dotta
- Diabetes Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, V.le Bracci, 16 - 53100, Siena, Italy.
- Fondazione Umberto Di Mario ONLUS c/o Toscana Life Sciences, Siena, Italy.
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Abdulreda MH, Molano RD, Faleo G, Lopez-Cabezas M, Shishido A, Ulissi U, Fotino C, Hernandez LF, Tschiggfrie A, Aldrich VR, Tamayo-Garcia A, Bayer AS, Ricordi C, Caicedo A, Buchwald P, Pileggi A, Berggren PO. In vivo imaging of type 1 diabetes immunopathology using eye-transplanted islets in NOD mice. Diabetologia 2019; 62:1237-1250. [PMID: 31087105 PMCID: PMC6561836 DOI: 10.1007/s00125-019-4879-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Accepted: 03/22/2019] [Indexed: 12/31/2022]
Abstract
AIMS/HYPOTHESIS Autoimmune attack against the insulin-producing beta cells in the pancreatic islets results in type 1 diabetes. However, despite considerable research, details of the type 1 diabetes immunopathology in situ are not fully understood mainly because of difficult access to the pancreatic islets in vivo. METHODS Here, we used direct non-invasive confocal imaging of islets transplanted in the anterior chamber of the eye (ACE) to investigate the anti-islet autoimmunity in NOD mice before, during and after diabetes onset. ACE-transplanted islets allowed longitudinal studies of the autoimmune attack against islets and revealed the infiltration kinetics and in situ motility dynamics of fluorescence-labelled autoreactive T cells during diabetes development. Ex vivo immunostaining was also used to compare immune cell infiltrations into islet grafts in the eye and kidney as well as in pancreatic islets of the same diabetic NOD mice. RESULTS We found similar immune infiltration in native pancreatic and ACE-transplanted islets, which established the ACE-transplanted islets as reliable reporters of the autoimmune response. Longitudinal studies in ACE-transplanted islets identified in vivo hallmarks of islet inflammation that concurred with early immune infiltration of the islets and preceded their collapse and hyperglycaemia onset. A model incorporating data on ACE-transplanted islet degranulation and swelling allowed early prediction of the autoimmune attack in the pancreas and prompted treatments to intercept type 1 diabetes. CONCLUSIONS/INTERPRETATION The current findings highlight the value of ACE-transplanted islets in studying early type 1 diabetes pathogenesis in vivo and underscore the need for timely intervention to halt disease progression.
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Affiliation(s)
- Midhat H Abdulreda
- Diabetes Research Institute and Cell Transplant Center, University of Miami Miller School of Medicine, 1450 NW 10th Ave, Miami, FL, 33136, USA.
- Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA.
- Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, FL, USA.
- Department of Ophthalmology, University of Miami Miller School of Medicine, Miami, FL, USA.
| | - R Damaris Molano
- Diabetes Research Institute and Cell Transplant Center, University of Miami Miller School of Medicine, 1450 NW 10th Ave, Miami, FL, 33136, USA
| | - Gaetano Faleo
- Diabetes Research Institute and Cell Transplant Center, University of Miami Miller School of Medicine, 1450 NW 10th Ave, Miami, FL, 33136, USA
| | - Maite Lopez-Cabezas
- Diabetes Research Institute and Cell Transplant Center, University of Miami Miller School of Medicine, 1450 NW 10th Ave, Miami, FL, 33136, USA
| | - Alexander Shishido
- Diabetes Research Institute and Cell Transplant Center, University of Miami Miller School of Medicine, 1450 NW 10th Ave, Miami, FL, 33136, USA
| | - Ulisse Ulissi
- Diabetes Research Institute and Cell Transplant Center, University of Miami Miller School of Medicine, 1450 NW 10th Ave, Miami, FL, 33136, USA
| | - Carmen Fotino
- Diabetes Research Institute and Cell Transplant Center, University of Miami Miller School of Medicine, 1450 NW 10th Ave, Miami, FL, 33136, USA
| | - Luis F Hernandez
- Diabetes Research Institute and Cell Transplant Center, University of Miami Miller School of Medicine, 1450 NW 10th Ave, Miami, FL, 33136, USA
| | - Ashley Tschiggfrie
- Diabetes Research Institute and Cell Transplant Center, University of Miami Miller School of Medicine, 1450 NW 10th Ave, Miami, FL, 33136, USA
| | - Virginia R Aldrich
- Diabetes Research Institute and Cell Transplant Center, University of Miami Miller School of Medicine, 1450 NW 10th Ave, Miami, FL, 33136, USA
| | - Alejandro Tamayo-Garcia
- Diabetes Research Institute and Cell Transplant Center, University of Miami Miller School of Medicine, 1450 NW 10th Ave, Miami, FL, 33136, USA
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Allison S Bayer
- Diabetes Research Institute and Cell Transplant Center, University of Miami Miller School of Medicine, 1450 NW 10th Ave, Miami, FL, 33136, USA
- Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Camillo Ricordi
- Diabetes Research Institute and Cell Transplant Center, University of Miami Miller School of Medicine, 1450 NW 10th Ave, Miami, FL, 33136, USA
- Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
- Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, FL, USA
- Department of Biomedical Engineering, University of Miami, Coral Gables, FL, USA
- Diabetes Research Institute Federation, Hollywood, FL, USA
| | - Alejandro Caicedo
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Peter Buchwald
- Diabetes Research Institute and Cell Transplant Center, University of Miami Miller School of Medicine, 1450 NW 10th Ave, Miami, FL, 33136, USA.
- Department of Molecular and Cellular Pharmacology, University of Miami Miller School of Medicine, Miami, FL, USA.
| | - Antonello Pileggi
- Diabetes Research Institute and Cell Transplant Center, University of Miami Miller School of Medicine, 1450 NW 10th Ave, Miami, FL, 33136, USA.
- Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA.
- Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, FL, USA.
- Department of Biomedical Engineering, University of Miami, Coral Gables, FL, USA.
- Center for Scientific Review, National Institutes of Health, 6701 Rockledge Drive, Bethesda, MD, 20892, USA.
| | - Per-Olof Berggren
- Diabetes Research Institute and Cell Transplant Center, University of Miami Miller School of Medicine, 1450 NW 10th Ave, Miami, FL, 33136, USA.
- Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA.
- Diabetes Research Institute Federation, Hollywood, FL, USA.
- The Rolf Luft Research Center for Diabetes and Endocrinology, Karolinska Institutet, Karolinska University Hospital L1, SE-17176, Stockholm, Sweden.
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Recino A, Gan SU, Sia KC, Sawyer Y, Trendell J, Kay R, Gribble FM, Reimann F, Foale R, Notaridou M, Holmes N, Lever A, Lee KO, Nathwani A, Cooke A, Calne R, Wallberg M. Immunosuppression overcomes insulin- and vector-specific immune responses that limit efficacy of AAV2/8-mediated insulin gene therapy in NOD mice. Gene Ther 2019; 26:40-56. [PMID: 30514969 PMCID: PMC6514884 DOI: 10.1038/s41434-018-0052-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Revised: 10/09/2018] [Accepted: 11/06/2018] [Indexed: 12/23/2022]
Abstract
We report the restoration of euglycaemia in chemically induced diabetic C57BL/6 mice and spontaneously diabetic Non Obese Diabetic (NOD) mice by intravenous systemic administration of a single-stranded adeno-associated virus (ssAAV2/8) codon optimised (co) vector encoding furin cleavable human proinsulin under a liver-specific promoter. There were no immunological barriers to efficacy of insulin gene therapy in chemically induced C57BL/6 mice, which enjoyed long-lasting correction of hyperglycaemia after therapy, up to 250 days. Euglycaemia was also restored in spontaneously diabetic NOD mice, although these mice required a 7-10-fold higher dose of vector to achieve similar efficacy as the C57BL/6 mice and the immunodeficient NODscid mice. We detected CD8+ T cell reactivity to insulin and mild inflammatory infiltration in the livers of gene therapy recipient NOD mice, neither of which were observed in the treated C57BL/6 mice. Efficacy of the gene therapy in NOD mice was partially improved by targeting the immune system with anti-CD4 antibody treatment, while transfer of NOD mouse AAV2/8-reactive serum to recipients prevented successful restoration of euglycaemia in AAV2/8-HLP-hINSco-treated NODscid mice. Our data indicate that both immune cells and antibodies form a barrier to successful restoration of euglycaemia in autoimmune diabetic recipient mice with insulin gene therapy, but that this barrier can be overcome by increasing the dose of vector and by suppressing immune responses.
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Affiliation(s)
- Asha Recino
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge, CB2 1QP, UK.
| | - Shu Uin Gan
- Department of Surgery, National University of Singapore, Singapore, Singapore
| | - Kian Chuan Sia
- Department of Surgery, National University of Singapore, Singapore, Singapore
| | - Yvonne Sawyer
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge, CB2 1QP, UK
| | - Jenny Trendell
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge, CB2 1QP, UK
| | - Richard Kay
- Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, UK
| | - Fiona M Gribble
- Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, UK
| | - Frank Reimann
- Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, UK
| | - Rob Foale
- Dick White Referrals, Station Farm, Six Mile Bottom, Suffolk, UK
| | | | - Nick Holmes
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge, CB2 1QP, UK
| | - Andrew Lever
- Department of Medicine, University of Cambridge, Cambridge, UK
- Department of Medicine, National University of Singapore, Singapore, Singapore
| | - Kok Onn Lee
- Department of Medicine, National University of Singapore, Singapore, Singapore
| | - Amit Nathwani
- Department of Haematology, UCL Cancer Institute, London, UK
| | - Anne Cooke
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge, CB2 1QP, UK
| | - Roy Calne
- Department of Surgery, National University of Singapore, Singapore, Singapore
- Department of Medicine, National University of Singapore, Singapore, Singapore
- Department of Surgery, University of Cambridge, Cambridge, UK
| | - Maja Wallberg
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge, CB2 1QP, UK.
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