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Nekoua MP, Alidjinou EK, Hober D. Persistent coxsackievirus B infection and pathogenesis of type 1 diabetes mellitus. Nat Rev Endocrinol 2022; 18:503-516. [PMID: 35650334 PMCID: PMC9157043 DOI: 10.1038/s41574-022-00688-1] [Citation(s) in RCA: 51] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/28/2022] [Indexed: 12/15/2022]
Abstract
Enteroviruses are believed to trigger or accelerate islet autoimmunity in genetically susceptible individuals, thereby resulting in loss of functional insulin-producing β-cells and type 1 diabetes mellitus (T1DM). Although enteroviruses are primarily involved in acute and lytic infections in vitro and in vivo, they can also establish a persistent infection. Prospective epidemiological studies have strongly associated the persistence of enteroviruses, especially coxsackievirus B (CVB), with the appearance of islet autoantibodies and an increased risk of T1DM. CVB can persist in pancreatic ductal and β-cells, which leads to structural or functional alterations of these cells, and to a chronic inflammatory response that promotes recruitment and activation of pre-existing autoreactive T cells and β-cell autoimmune destruction. CVB persistence in other sites, such as the intestine, blood cells and thymus, has been described; these sites could serve as a reservoir for infection or reinfection of the pancreas, and this persistence could have a role in the disturbance of tolerance to β-cells. This Review addresses the involvement of persistent enterovirus infection in triggering islet autoimmunity and T1DM, as well as current strategies to control enterovirus infections for preventing or reducing the risk of T1DM onset.
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Affiliation(s)
| | | | - Didier Hober
- Laboratoire de Virologie ULR3610, Université de Lille, CHU Lille, Lille, France.
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Abstract
The current COVID-19 pandemic, which continues to spread across the globe, is caused by severe acute respiratory syndrome coronavirus (SARS-Cov-2). Soon after the pandemic emerged in China, it became clear that the receptor-binding domain (RBD) of angiotensin-converting enzyme 2 (ACE2) serves as the primary cell surface receptor for SARS-Cov-2. Subsequent work has shown that diabetes and hyperglycemia are major risk factors for morbidity and mortality in COVID-19 patients. However, data on the pattern of expression of ACE2 on human pancreatic β cells remain contradictory. Additionally, there is no consensus on whether the virus can directly infect and damage pancreatic islets and hence exacerbate diabetes. In this mini-review, we highlight the role of ACE2 receptor and summarize the current state of knowledge regarding its expression/co-localization in human pancreatic endocrine cells. We also discuss recent data on the permissiveness of human pancreatic β cells to SARS-Cov-2 infection.
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Affiliation(s)
- Waseem El-Huneidi
- Department of Basic Medical Sciences, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates (UAE)
| | - Mawieh Hamad
- Department of Basic sciences, Sharjah Institute for Medical Research, Sharjah, University of Sharjah, United Arab Emirates (UAE)
- Department of Medical Laboratory Sciences, College of Health Sciences, University of Sharjah, SharjahUAE
| | - Jalal Taneera
- Department of Basic Medical Sciences, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates (UAE)
- Department of Basic sciences, Sharjah Institute for Medical Research, Sharjah, University of Sharjah, United Arab Emirates (UAE)
- CONTACT Dr. Jalal Taneera Department of Basic Medical Sciences, College of Medicine, University of Sharjah, Sharjah 27272 United Arab Emirates (UAE) Tel: +97165057743
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Chaffey JR, Young J, Leslie KA, Partridge K, Akhbari P, Dhayal S, Hill JL, Wedgwood KCA, Burnett E, Russell MA, Richardson SJ, Morgan NG. Investigation of the utility of the 1.1B4 cell as a model human beta cell line for study of persistent enteroviral infection. Sci Rep 2021; 11:15624. [PMID: 34341375 PMCID: PMC8329048 DOI: 10.1038/s41598-021-94878-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Accepted: 07/15/2021] [Indexed: 12/11/2022] Open
Abstract
The generation of a human pancreatic beta cell line which reproduces the responses seen in primary beta cells, but is amenable to propagation in culture, has long been an important goal in diabetes research. This is particularly true for studies focussing on the role of enteroviral infection as a potential cause of beta-cell autoimmunity in type 1 diabetes. In the present work we made use of a clonal beta cell line (1.1B4) available from the European Collection of Authenticated Cell Cultures, which had been generated by the fusion of primary human beta-cells with a pancreatic ductal carcinoma cell, PANC-1. Our goal was to study the factors allowing the development and persistence of a chronic enteroviral infection in human beta-cells. Since PANC-1 cells have been reported to support persistent enteroviral infection, the hybrid 1.1B4 cells appeared to offer an ideal vehicle for our studies. In support of this, infection of the cells with a Coxsackie virus isolated originally from the pancreas of a child with type 1 diabetes, CVB4.E2, at a low multiplicity of infection, resulted in the development of a state of persistent infection. Investigation of the molecular mechanisms suggested that this response was facilitated by a number of unexpected outcomes including an apparent failure of the cells to up-regulate certain anti-viral response gene products in response to interferons. However, more detailed exploration revealed that this lack of response was restricted to molecular targets that were either activated by, or detected with, human-selective reagents. By contrast, and to our surprise, the cells were much more responsive to rodent-selective reagents. Using multiple approaches, we then established that populations of 1.1B4 cells are not homogeneous but that they contain a mixture of rodent and human cells. This was true both of our own cell stocks and those held by the European Collection of Authenticated Cell Cultures. In view of this unexpected finding, we developed a strategy to harvest, isolate and expand single cell clones from the heterogeneous population, which allowed us to establish colonies of 1.1B4 cells that were uniquely human (h1.1.B4). However, extensive analysis of the gene expression profiles, immunoreactive insulin content, regulated secretory pathways and the electrophysiological properties of these cells demonstrated that they did not retain the principal characteristics expected of human beta cells. Our data suggest that stocks of 1.1B4 cells should be evaluated carefully prior to their use as a model human beta-cell since they may not retain the phenotype expected of human beta-cells.
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Affiliation(s)
- Jessica R Chaffey
- Islet Biology Group, Exeter Centre for Excellence in Diabetes (EXCEED), Institute of Biomedical and Clinical Science, University of Exeter Medical School, Exeter, EX2 5DW, UK
| | - Jay Young
- Islet Biology Group, Exeter Centre for Excellence in Diabetes (EXCEED), Institute of Biomedical and Clinical Science, University of Exeter Medical School, Exeter, EX2 5DW, UK
| | - Kaiyven A Leslie
- Islet Biology Group, Exeter Centre for Excellence in Diabetes (EXCEED), Institute of Biomedical and Clinical Science, University of Exeter Medical School, Exeter, EX2 5DW, UK
| | - Katie Partridge
- Islet Biology Group, Exeter Centre for Excellence in Diabetes (EXCEED), Institute of Biomedical and Clinical Science, University of Exeter Medical School, Exeter, EX2 5DW, UK
| | - Pouria Akhbari
- Islet Biology Group, Exeter Centre for Excellence in Diabetes (EXCEED), Institute of Biomedical and Clinical Science, University of Exeter Medical School, Exeter, EX2 5DW, UK
| | - Shalinee Dhayal
- Islet Biology Group, Exeter Centre for Excellence in Diabetes (EXCEED), Institute of Biomedical and Clinical Science, University of Exeter Medical School, Exeter, EX2 5DW, UK
| | - Jessica L Hill
- Islet Biology Group, Exeter Centre for Excellence in Diabetes (EXCEED), Institute of Biomedical and Clinical Science, University of Exeter Medical School, Exeter, EX2 5DW, UK
| | | | - Edward Burnett
- Culture Collections, National Infection Service, European Collection of Authenticated Cell Cultures, Public Health England (PHE), Salisbury, SP4 0JG, UK
| | - Mark A Russell
- Islet Biology Group, Exeter Centre for Excellence in Diabetes (EXCEED), Institute of Biomedical and Clinical Science, University of Exeter Medical School, Exeter, EX2 5DW, UK.
| | - Sarah J Richardson
- Islet Biology Group, Exeter Centre for Excellence in Diabetes (EXCEED), Institute of Biomedical and Clinical Science, University of Exeter Medical School, Exeter, EX2 5DW, UK.
| | - Noel G Morgan
- Islet Biology Group, Exeter Centre for Excellence in Diabetes (EXCEED), Institute of Biomedical and Clinical Science, University of Exeter Medical School, Exeter, EX2 5DW, UK.
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Nekoua MP, Bertin A, Sane F, Gimeno JP, Fournier I, Salzet M, Engelmann I, Alidjinou EK, Hober D. Persistence of Coxsackievirus B4 in Pancreatic β Cells Disturbs Insulin Maturation, Pattern of Cellular Proteins, and DNA Methylation. Microorganisms 2021; 9:microorganisms9061125. [PMID: 34067388 PMCID: PMC8224704 DOI: 10.3390/microorganisms9061125] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 05/18/2021] [Accepted: 05/19/2021] [Indexed: 12/15/2022] Open
Abstract
Coxsackievirus-B4 (CV-B4) can persist in pancreatic cell lines and impair the phenoytpe and/or gene expressions in these cells; however, the models used to study this phenomenon did not produce insulin. Therefore, we investigated CV-B4 persistence and its consequences in insulin-producing pancreatic β cells. The insulin-secreting rat β cell line, INS-1, was infected with CV-B4. After lysis of a large part of the cell layer, the culture was still maintained and no additional cytopathic effect was observed. The amount of insulin in supernatants of cell cultures persistently infected with CV-B4 was not affected by the infection; in fact, a larger quantity of proinsulin was found. The mRNA expression of pro-hormone convertase 2, an enzyme involved in the maturation of proinsulin into insulin and studied using real-time reverse transcription-polymerase chain reaction, was inhibited in infected cultures. Further, the pattern of 47 cell proteins analyzed using Shotgun mass spectrometry was significantly modified. The DNA of persistently infected cell cultures was hypermethylated unlike that of controls. The persistent infection of INS-1 cells with CV-B4 had a deep impact on these cells, especially on insulin metabolism. Cellular changes caused by persistent CV-B4 infection of β cells can play a role in type 1 diabetes pathogenesis.
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Affiliation(s)
- Magloire Pandoua Nekoua
- Laboratoire de Virologie ULR3610, Université de Lille, CHU Lille, F-59000 Lille, France; (M.P.N.); (A.B.); (F.S.); (I.E.); (E.K.A.)
| | - Antoine Bertin
- Laboratoire de Virologie ULR3610, Université de Lille, CHU Lille, F-59000 Lille, France; (M.P.N.); (A.B.); (F.S.); (I.E.); (E.K.A.)
| | - Famara Sane
- Laboratoire de Virologie ULR3610, Université de Lille, CHU Lille, F-59000 Lille, France; (M.P.N.); (A.B.); (F.S.); (I.E.); (E.K.A.)
| | - Jean-Pascal Gimeno
- Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Inserm U1192, Université de Lille, F-59000 Lille, France; (J.-P.G.); (I.F.); (M.S.)
| | - Isabelle Fournier
- Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Inserm U1192, Université de Lille, F-59000 Lille, France; (J.-P.G.); (I.F.); (M.S.)
| | - Michel Salzet
- Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Inserm U1192, Université de Lille, F-59000 Lille, France; (J.-P.G.); (I.F.); (M.S.)
| | - Ilka Engelmann
- Laboratoire de Virologie ULR3610, Université de Lille, CHU Lille, F-59000 Lille, France; (M.P.N.); (A.B.); (F.S.); (I.E.); (E.K.A.)
| | - Enagnon Kazali Alidjinou
- Laboratoire de Virologie ULR3610, Université de Lille, CHU Lille, F-59000 Lille, France; (M.P.N.); (A.B.); (F.S.); (I.E.); (E.K.A.)
| | - Didier Hober
- Laboratoire de Virologie ULR3610, Université de Lille, CHU Lille, F-59000 Lille, France; (M.P.N.); (A.B.); (F.S.); (I.E.); (E.K.A.)
- Correspondence: ; Tel.: +33-(0)-3-2044-6688
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Type I interferons as key players in pancreatic β-cell dysfunction in type 1 diabetes. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2021; 359:1-80. [PMID: 33832648 DOI: 10.1016/bs.ircmb.2021.02.011] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Type 1 diabetes (T1D) is a chronic autoimmune disease characterized by pancreatic islet inflammation (insulitis) and specific pancreatic β-cell destruction by an immune attack. Although the precise underlying mechanisms leading to the autoimmune assault remain poorly understood, it is well accepted that insulitis takes place in the context of a conflicting dialogue between pancreatic β-cells and the immune cells. Moreover, both host genetic background (i.e., candidate genes) and environmental factors (e.g., viral infections) contribute to this inadequate dialogue. Accumulating evidence indicates that type I interferons (IFNs), cytokines that are crucial for both innate and adaptive immune responses, act as key links between environmental and genetic risk factors in the development of T1D. This chapter summarizes some relevant pathways involved in β-cell dysfunction and death, and briefly reviews how enteroviral infections and genetic susceptibility can impact insulitis. Moreover, we present the current evidence showing that, in β-cells, type I IFN signaling pathway activation leads to several outcomes, such as long-lasting major histocompatibility complex (MHC) class I hyperexpression, endoplasmic reticulum (ER) stress, epigenetic changes, and induction of posttranscriptional as well as posttranslational modifications. MHC class I overexpression, when combined with ER stress and posttranscriptional/posttranslational modifications, might lead to sustained neoantigen presentation to immune system and β-cell apoptosis. This knowledge supports the concept that type I IFNs are implicated in the early stages of T1D pathogenesis. Finally, we highlight the promising therapeutic avenues for T1D treatment directed at type I IFN signaling pathway.
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Akhbari P, Richardson SJ, Morgan NG. Type 1 Diabetes: Interferons and the Aftermath of Pancreatic Beta-Cell Enteroviral Infection. Microorganisms 2020; 8:microorganisms8091419. [PMID: 32942706 PMCID: PMC7565444 DOI: 10.3390/microorganisms8091419] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 09/09/2020] [Accepted: 09/11/2020] [Indexed: 02/07/2023] Open
Abstract
Enteroviruses (EVs) have long been implicated in the pathogenesis of type 1 diabetes (T1D), and accumulating evidence has associated virus-induced autoimmunity with the loss of pancreatic beta cells in T1D. Inflammatory cytokines including interferons (IFN) form a primary line of defence against viral infections, and their chronic elevation is a hallmark feature of many autoimmune diseases. IFNs play a key role in activating and regulating innate and adaptive immune responses, and to do so they modulate the expression of networks of genes and transcription factors known generically as IFN stimulated genes (ISGs). ISGs in turn modulate critical cellular processes ranging from cellular metabolism and growth regulation to endoplasmic reticulum (ER) stress and apoptosis. More recent studies have revealed that IFNs also modulate gene expression at an epigenetic as well as post-transcriptional and post-translational levels. As such, IFNs form a key link connecting the various genetic, environmental and immunological factors involved in the initiation and progression of T1D. Therefore, gaining an improved understanding of the mechanisms by which IFNs modulate beta cell function and survival is crucial in explaining the pathogenesis of virally-induced T1D. This should provide the means to prevent, decelerate or even reverse beta cell impairment.
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Yang L, Han Y, Nilsson-Payant BE, Gupta V, Wang P, Duan X, Tang X, Zhu J, Zhao Z, Jaffré F, Zhang T, Kim TW, Harschnitz O, Redmond D, Houghton S, Liu C, Naji A, Ciceri G, Guttikonda S, Bram Y, Nguyen DHT, Cioffi M, Chandar V, Hoagland DA, Huang Y, Xiang J, Wang H, Lyden D, Borczuk A, Chen HJ, Studer L, Pan FC, Ho DD, tenOever BR, Evans T, Schwartz RE, Chen S. A Human Pluripotent Stem Cell-based Platform to Study SARS-CoV-2 Tropism and Model Virus Infection in Human Cells and Organoids. Cell Stem Cell 2020; 27:125-136.e7. [PMID: 32579880 PMCID: PMC7303620 DOI: 10.1016/j.stem.2020.06.015] [Citation(s) in RCA: 472] [Impact Index Per Article: 118.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 05/27/2020] [Accepted: 06/15/2020] [Indexed: 02/08/2023]
Abstract
SARS-CoV-2 has caused the COVID-19 pandemic. There is an urgent need for physiological models to study SARS-CoV-2 infection using human disease-relevant cells. COVID-19 pathophysiology includes respiratory failure but involves other organ systems including gut, liver, heart, and pancreas. We present an experimental platform comprised of cell and organoid derivatives from human pluripotent stem cells (hPSCs). A Spike-enabled pseudo-entry virus infects pancreatic endocrine cells, liver organoids, cardiomyocytes, and dopaminergic neurons. Recent clinical studies show a strong association with COVID-19 and diabetes. We find that human pancreatic beta cells and liver organoids are highly permissive to SARS-CoV-2 infection, further validated using adult primary human islets and adult hepatocyte and cholangiocyte organoids. SARS-CoV-2 infection caused striking expression of chemokines, as also seen in primary human COVID-19 pulmonary autopsy samples. hPSC-derived cells/organoids provide valuable models for understanding the cellular responses of human tissues to SARS-CoV-2 infection and for disease modeling of COVID-19.
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Affiliation(s)
- Liuliu Yang
- Department of Surgery, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA
| | - Yuling Han
- Department of Surgery, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA
| | - Benjamin E Nilsson-Payant
- Department of Microbiology, Icahn School of Medicine at Mount Sinai. 1468 Madison Ave. New York, NY 10029, USA
| | - Vikas Gupta
- Division of Gastroenterology and Hepatology, Department of Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA
| | - Pengfei Wang
- Aaron Diamond AIDS Research Center, Columbia University Vagelos College of Physicians and Surgeons, New York, NY 10032, USA
| | - Xiaohua Duan
- Department of Surgery, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA; School of Life Science and Technology, ShanghaiTech University, 201210 Shanghai, China
| | - Xuming Tang
- Department of Surgery, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA
| | - Jiajun Zhu
- Department of Surgery, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA
| | - Zeping Zhao
- Department of Surgery, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA
| | - Fabrice Jaffré
- Department of Surgery, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA
| | - Tuo Zhang
- Genomic Resource Core Facility, Weill Cornell Medicine, New York, NY 10065, USA
| | - Tae Wan Kim
- The Center for Stem Cell Biology, Sloan Kettering Institute for Cancer Research, New York, NY 10065, USA; Developmental Biology Program, Sloan Kettering Institute for Cancer Research, New York, NY 10065, USA
| | - Oliver Harschnitz
- The Center for Stem Cell Biology, Sloan Kettering Institute for Cancer Research, New York, NY 10065, USA; Developmental Biology Program, Sloan Kettering Institute for Cancer Research, New York, NY 10065, USA
| | - David Redmond
- Division of Regenerative Medicine, Ansary Stem Cell Institute, Weill Cornell Medicine, New York, NY 10065, USA
| | - Sean Houghton
- Division of Regenerative Medicine, Ansary Stem Cell Institute, Weill Cornell Medicine, New York, NY 10065, USA
| | - Chengyang Liu
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA 19104, USA
| | - Ali Naji
- Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA 19104, USA
| | - Gabriele Ciceri
- The Center for Stem Cell Biology, Sloan Kettering Institute for Cancer Research, New York, NY 10065, USA; Developmental Biology Program, Sloan Kettering Institute for Cancer Research, New York, NY 10065, USA
| | - Sudha Guttikonda
- The Center for Stem Cell Biology, Sloan Kettering Institute for Cancer Research, New York, NY 10065, USA; Developmental Biology Program, Sloan Kettering Institute for Cancer Research, New York, NY 10065, USA; Weill Cornell/Rockefeller/Sloan Kettering Tri-Institutional MD-PhD Program, New York, NY, USA
| | - Yaron Bram
- Division of Gastroenterology and Hepatology, Department of Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA
| | - Duc-Huy T Nguyen
- Division of Gastroenterology and Hepatology, Department of Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA
| | - Michele Cioffi
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Vasuretha Chandar
- Division of Gastroenterology and Hepatology, Department of Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA
| | - Daisy A Hoagland
- Department of Microbiology, Icahn School of Medicine at Mount Sinai. 1468 Madison Ave. New York, NY 10029, USA
| | - Yaoxing Huang
- Aaron Diamond AIDS Research Center, Columbia University Vagelos College of Physicians and Surgeons, New York, NY 10032, USA
| | - Jenny Xiang
- Genomic Resource Core Facility, Weill Cornell Medicine, New York, NY 10065, USA
| | - Hui Wang
- School of Life Science and Technology, ShanghaiTech University, 201210 Shanghai, China; State Key Laboratory of Oncogenes and Related Genes, Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - David Lyden
- Children's Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children's Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Alain Borczuk
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Huanhuan Joyce Chen
- The Pritzker School of Molecular Engineering, the Ben May Department for Cancer Research, the University of Chicago, IL, USA
| | - Lorenz Studer
- The Center for Stem Cell Biology, Sloan Kettering Institute for Cancer Research, New York, NY 10065, USA; Developmental Biology Program, Sloan Kettering Institute for Cancer Research, New York, NY 10065, USA
| | - Fong Cheng Pan
- Department of Surgery, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA.
| | - David D Ho
- Aaron Diamond AIDS Research Center, Columbia University Vagelos College of Physicians and Surgeons, New York, NY 10032, USA.
| | - Benjamin R tenOever
- Department of Microbiology, Icahn School of Medicine at Mount Sinai. 1468 Madison Ave. New York, NY 10029, USA.
| | - Todd Evans
- Department of Surgery, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA.
| | - Robert E Schwartz
- Division of Gastroenterology and Hepatology, Department of Medicine, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA; Department of Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA.
| | - Shuibing Chen
- Department of Surgery, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, USA.
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Nyalwidhe JO, Jurczyk A, Satish B, Redick S, Qaisar N, Trombly MI, Vangala P, Racicot R, Bortell R, Harlan DM, Greiner DL, Brehm MA, Nadler JL, Wang JP. Proteomic and Transcriptional Profiles of Human Stem Cell-Derived β Cells Following Enteroviral Challenge. Microorganisms 2020; 8:microorganisms8020295. [PMID: 32093375 PMCID: PMC7074978 DOI: 10.3390/microorganisms8020295] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Revised: 02/14/2020] [Accepted: 02/18/2020] [Indexed: 01/04/2023] Open
Abstract
Enteroviral infections are implicated in islet autoimmunity and type 1 diabetes (T1D) pathogenesis. Significant β-cell stress and damage occur with viral infection, leading to cells that are dysfunctional and vulnerable to destruction. Human stem cell-derived β (SC-β) cells are insulin-producing cell clusters that closely resemble native β cells. To better understand the events precipitated by enteroviral infection of β cells, we investigated transcriptional and proteomic changes in SC-β cells challenged with coxsackie B virus (CVB). We confirmed infection by demonstrating that viral protein colocalized with insulin-positive SC-β cells by immunostaining. Transcriptome analysis showed a decrease in insulin gene expression following infection, and combined transcriptional and proteomic analysis revealed activation of innate immune pathways, including type I interferon (IFN), IFN-stimulated genes, nuclear factor-kappa B (NF-κB) and downstream inflammatory cytokines, and major histocompatibility complex (MHC) class I. Finally, insulin release by CVB4-infected SC-β cells was impaired. These transcriptional, proteomic, and functional findings are in agreement with responses in primary human islets infected with CVB ex vivo. Human SC-β cells may serve as a surrogate for primary human islets in virus-induced diabetes models. Because human SC-β cells are more genetically tractable and accessible than primary islets, they may provide a preferred platform for investigating T1D pathogenesis and developing new treatments.
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Affiliation(s)
- Julius O. Nyalwidhe
- Department of Microbiology and Molecular Cell Biology and Leroy T. Canoles Jr. Cancer Research Center, Eastern Virginia Medical School, Norfolk, VA 23501, USA; (J.O.N.); (J.L.N.)
| | - Agata Jurczyk
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01655, USA; (A.J.); (S.R.); (R.B.); (D.L.G.); (M.A.B.)
| | - Basanthi Satish
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA 01655, USA; (B.S.); (N.Q.); (M.I.T.); (R.R.); (D.M.H.)
| | - Sambra Redick
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01655, USA; (A.J.); (S.R.); (R.B.); (D.L.G.); (M.A.B.)
| | - Natasha Qaisar
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA 01655, USA; (B.S.); (N.Q.); (M.I.T.); (R.R.); (D.M.H.)
| | - Melanie I. Trombly
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA 01655, USA; (B.S.); (N.Q.); (M.I.T.); (R.R.); (D.M.H.)
| | - Pranitha Vangala
- Department of Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA 01655, USA;
| | - Riccardo Racicot
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA 01655, USA; (B.S.); (N.Q.); (M.I.T.); (R.R.); (D.M.H.)
| | - Rita Bortell
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01655, USA; (A.J.); (S.R.); (R.B.); (D.L.G.); (M.A.B.)
| | - David M. Harlan
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA 01655, USA; (B.S.); (N.Q.); (M.I.T.); (R.R.); (D.M.H.)
| | - Dale L. Greiner
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01655, USA; (A.J.); (S.R.); (R.B.); (D.L.G.); (M.A.B.)
| | - Michael A. Brehm
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01655, USA; (A.J.); (S.R.); (R.B.); (D.L.G.); (M.A.B.)
| | - Jerry L. Nadler
- Department of Microbiology and Molecular Cell Biology and Leroy T. Canoles Jr. Cancer Research Center, Eastern Virginia Medical School, Norfolk, VA 23501, USA; (J.O.N.); (J.L.N.)
- Department of Medicine and Pharmacology, New York Medical College, Valhalla, NY 10595, USA
| | - Jennifer P. Wang
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA 01655, USA; (B.S.); (N.Q.); (M.I.T.); (R.R.); (D.M.H.)
- Correspondence: ; Tel.: +01-508-856-8414
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Vehik K, Lynch KF, Wong MC, Tian X, Ross MC, Gibbs RA, Ajami NJ, Petrosino JF, Rewers M, Toppari J, Ziegler AG, She JX, Lernmark A, Akolkar B, Hagopian WA, Schatz DA, Krischer JP, Hyöty H, Lloyd RE. Prospective virome analyses in young children at increased genetic risk for type 1 diabetes. Nat Med 2019; 25:1865-1872. [PMID: 31792456 PMCID: PMC6898786 DOI: 10.1038/s41591-019-0667-0] [Citation(s) in RCA: 131] [Impact Index Per Article: 26.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Accepted: 10/25/2019] [Indexed: 12/17/2022]
Abstract
Viruses are implicated in autoimmune destruction of pancreatic islet β cells, which results in insulin deficiency and type 1 diabetes (T1D)1-4. Certain enteroviruses can infect β cells in vitro5, have been detected in the pancreatic islets of patients with T1D6 and have shown an association with T1D in meta-analyses4. However, establishing consistency in findings across studies has proven difficult. Obstacles to convincingly linking RNA viruses to islet autoimmunity may be attributed to rapid viral mutation rates, the cyclical periodicity of viruses7 and the selection of variants with altered pathogenicity and ability to spread in populations. β cells strongly express cell-surface coxsackie and adenovirus receptor (CXADR) genes, which can facilitate enterovirus infection8. Studies of human pancreata and cultured islets have shown significant variation in enteroviral virulence to β cells between serotypes and within the same serotype9,10. In this large-scale study of known eukaryotic DNA and RNA viruses in stools from children, we evaluated fecally shed viruses in relation to islet autoimmunity and T1D. This study showed that prolonged enterovirus B rather than independent, short-duration enterovirus B infections may be involved in the development of islet autoimmunity, but not T1D, in some young children. Furthermore, we found that fewer early-life human mastadenovirus C infections, as well as CXADR rs6517774, independently correlated with islet autoimmunity.
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Affiliation(s)
- Kendra Vehik
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL, USA.
| | - Kristian F Lynch
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Matthew C Wong
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Xiangjun Tian
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Matthew C Ross
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Richard A Gibbs
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Nadim J Ajami
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Joseph F Petrosino
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
| | - Marian Rewers
- Barbara Davis Center for Diabetes, University of Colorado, Aurora, CO, USA
| | - Jorma Toppari
- Department of Pediatrics, Turku University Hospital, Turku, Finland
- Research Centre for Integrative Physiology and Pharmacology, Institute of Biomedicine, University of Turku, Turku, Finland
| | - Anette G Ziegler
- Institute of Diabetes Research, Helmholtz Zentrum München, Munich, Germany
- Forschergruppe Diabetes, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
- Forschergruppe Diabetes e.V, Munich, Germany
| | - Jin-Xiong She
- Center for Biotechnology and Genomic Medicine, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Ake Lernmark
- Department of Clinical Sciences, Lund University/CRC, Skane University Hospital, Malmö, Sweden
| | - Beena Akolkar
- National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, MD, USA
| | | | - Desmond A Schatz
- Department of Pediatrics, University of Florida Diabetes Institute, Gainesville, FL, USA
| | - Jeffrey P Krischer
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Heikki Hyöty
- Department of Virology, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Fimlab Laboratories, Pirkanmaa Hospital District, Tampere, Finland
| | - Richard E Lloyd
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX, USA
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10
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Kallionpää H, Somani J, Tuomela S, Ullah U, de Albuquerque R, Lönnberg T, Komsi E, Siljander H, Honkanen J, Härkönen T, Peet A, Tillmann V, Chandra V, Anagandula MK, Frisk G, Otonkoski T, Rasool O, Lund R, Lähdesmäki H, Knip M, Lahesmaa R. Early Detection of Peripheral Blood Cell Signature in Children Developing β-Cell Autoimmunity at a Young Age. Diabetes 2019; 68:2024-2034. [PMID: 31311800 DOI: 10.2337/db19-0287] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Accepted: 07/10/2019] [Indexed: 11/13/2022]
Abstract
The appearance of type 1 diabetes (T1D)-associated autoantibodies is the first and only measurable parameter to predict progression toward T1D in genetically susceptible individuals. However, autoantibodies indicate an active autoimmune reaction, wherein the immune tolerance is already broken. Therefore, there is a clear and urgent need for new biomarkers that predict the onset of the autoimmune reaction preceding autoantibody positivity or reflect progressive β-cell destruction. Here we report the mRNA sequencing-based analysis of 306 samples including fractionated samples of CD4+ and CD8+ T cells as well as CD4-CD8- cell fractions and unfractionated peripheral blood mononuclear cell samples longitudinally collected from seven children who developed β-cell autoimmunity (case subjects) at a young age and matched control subjects. We identified transcripts, including interleukin 32 (IL32), that were upregulated before T1D-associated autoantibodies appeared. Single-cell RNA sequencing studies revealed that high IL32 in case samples was contributed mainly by activated T cells and NK cells. Further, we showed that IL32 expression can be induced by a virus and cytokines in pancreatic islets and β-cells, respectively. The results provide a basis for early detection of aberrations in the immune system function before T1D and suggest a potential role for IL32 in the pathogenesis of T1D.
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Affiliation(s)
- Henna Kallionpää
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
| | - Juhi Somani
- Department of Computer Science, Aalto University School of Science, Espoo, Finland
| | - Soile Tuomela
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
| | - Ubaid Ullah
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
| | - Rafael de Albuquerque
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
| | - Tapio Lönnberg
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
| | - Elina Komsi
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
| | - Heli Siljander
- Children's Hospital, University of Helsinki, and Helsinki University Hospital, Helsinki, Finland
- Research Programs Unit, Diabetes and Obesity, University of Helsinki, Helsinki, Finland
| | - Jarno Honkanen
- Children's Hospital, University of Helsinki, and Helsinki University Hospital, Helsinki, Finland
- Research Programs Unit, Diabetes and Obesity, University of Helsinki, Helsinki, Finland
| | - Taina Härkönen
- Children's Hospital, University of Helsinki, and Helsinki University Hospital, Helsinki, Finland
- Research Programs Unit, Diabetes and Obesity, University of Helsinki, Helsinki, Finland
| | - Aleksandr Peet
- Department of Pediatrics, University of Tartu, Tartu, Estonia
- Children's Clinic of Tartu, Tartu University Hospital, Tartu, Estonia
| | - Vallo Tillmann
- Department of Pediatrics, University of Tartu, Tartu, Estonia
- Children's Clinic of Tartu, Tartu University Hospital, Tartu, Estonia
| | - Vikash Chandra
- Children's Hospital, University of Helsinki, and Helsinki University Hospital, Helsinki, Finland
- Research Programs Unit, Molecular Neurology and Biomedicum Stem Cell Centre, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | | | - Gun Frisk
- Department of Immunology, Genetics and Pathology, Uppsala University, Sweden
| | - Timo Otonkoski
- Children's Hospital, University of Helsinki, and Helsinki University Hospital, Helsinki, Finland
- Research Programs Unit, Molecular Neurology and Biomedicum Stem Cell Centre, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Omid Rasool
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
| | - Riikka Lund
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
| | - Harri Lähdesmäki
- Department of Computer Science, Aalto University School of Science, Espoo, Finland
| | - Mikael Knip
- Children's Hospital, University of Helsinki, and Helsinki University Hospital, Helsinki, Finland
- Research Programs Unit, Diabetes and Obesity, University of Helsinki, Helsinki, Finland
- Folkhälsan Research Center, Helsinki, Finland
- Tampere Center for Child Health Research, Tampere University Hospital, Tampere, Finland
| | - Riitta Lahesmaa
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
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11
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Lietzén N, Hirvonen K, Honkimaa A, Buchacher T, Laiho JE, Oikarinen S, Mazur MA, Flodström-Tullberg M, Dufour E, Sioofy-Khojine AB, Hyöty H, Lahesmaa R. Coxsackievirus B Persistence Modifies the Proteome and the Secretome of Pancreatic Ductal Cells. iScience 2019; 19:340-357. [PMID: 31404834 PMCID: PMC6699423 DOI: 10.1016/j.isci.2019.07.040] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Revised: 07/08/2019] [Accepted: 07/25/2019] [Indexed: 02/08/2023] Open
Abstract
The group B Coxsackieviruses (CVB), belonging to the Enterovirus genus, can establish persistent infections in human cells. These persistent infections have been linked to chronic diseases including type 1 diabetes. Still, the outcomes of persistent CVB infections in human pancreas are largely unknown. We established persistent CVB infections in a human pancreatic ductal-like cell line PANC-1 using two distinct CVB1 strains and profiled infection-induced changes in cellular protein expression and secretion using mass spectrometry-based proteomics. Persistent infections, showing characteristics of carrier-state persistence, were associated with a broad spectrum of changes, including changes in mitochondrial network morphology and energy metabolism and in the regulated secretory pathway. Interestingly, the expression of antiviral immune response proteins, and also several other proteins, differed clearly between the two persistent infections. Our results provide extensive information about the protein-level changes induced by persistent CVB infection and the potential virus-associated variability in the outcomes of these infections.
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Affiliation(s)
- Niina Lietzén
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, FI-20520 Turku, Finland
| | - Karoliina Hirvonen
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, FI-20520 Turku, Finland
| | - Anni Honkimaa
- Faculty of Medicine and Health Technology, Tampere University, FI-33014 Tampere, Finland
| | - Tanja Buchacher
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, FI-20520 Turku, Finland
| | - Jutta E Laiho
- Faculty of Medicine and Health Technology, Tampere University, FI-33014 Tampere, Finland
| | - Sami Oikarinen
- Faculty of Medicine and Health Technology, Tampere University, FI-33014 Tampere, Finland
| | - Magdalena A Mazur
- Center for Infectious Medicine, Department of Medicine Huddinge, Karolinska Institutet, Karolinska University Hospital, Stockholm 141 86, Sweden
| | - Malin Flodström-Tullberg
- Center for Infectious Medicine, Department of Medicine Huddinge, Karolinska Institutet, Karolinska University Hospital, Stockholm 141 86, Sweden
| | - Eric Dufour
- Faculty of Medicine and Life Sciences, BioMediTech Institute and Tampere University Hospital, FI-33014 Tampere, Finland
| | | | - Heikki Hyöty
- Faculty of Medicine and Health Technology, Tampere University, FI-33014 Tampere, Finland; Fimlab Laboratories, Pirkanmaa Hospital District, FI-33520 Tampere, Finland
| | - Riitta Lahesmaa
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, FI-20520 Turku, Finland.
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12
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Hyöty H, Leon F, Knip M. Developing a vaccine for type 1 diabetes by targeting coxsackievirus B. Expert Rev Vaccines 2018; 17:1071-1083. [PMID: 30449209 DOI: 10.1080/14760584.2018.1548281] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
INTRODUCTION Virus infections have long been considered as a possible cause of type 1 diabetes (T1D). One virus group, enteroviruses (EVs), has been studied extensively, and clinical development of a vaccine against T1D-associated EV types has started. AREAS COVERED Epidemiological studies have indicated an association between EVs and T1D. These viruses have a strong tropism for insulin-producing β-cells; the destruction of these cells leads to T1D. The exact mechanisms by which EVs could cause T1D are not known, but direct infection of β-cells and virus-induced inflammation may play a role. Recent studies have narrowed down the epidemiological association to a subset of EVs: group B coxsackieviruses (CVBs). These findings have prompted efforts to develop vaccines against CVBs. Prototype CVB vaccines have prevented both infection and CVB-induced diabetes in mice. This review summarizes recent progress in the field and the specifics of what could constitute the first human vaccine developed for a chronic autoimmune disease. EXPERT COMMENTARY Manufacturing of a clinical CVB vaccine as well as preclinical studies are currently in progress in order to enable clinical testing of the first CVB vaccine. Ongoing scientific research projects can significantly facilitate this effort by providing insights into the mechanisms of the CVB-T1D association.
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Affiliation(s)
- Heikki Hyöty
- a Faculty of Medicine and Life Sciences, Department of Virology , University of Tampere , Tampere , Finland.,b Fimlab Laboratories , Pirkanmaa Hospital District , Tampere , Finland
| | | | - Mikael Knip
- d Children's Hospital , University of Helsinki and Helsinki University Hospital , Helsinki , Finland.,e Diabetes and Obesity Research Program , University of Helsinki , Helsinki , Finland.,f Folkhälsan Research Center , Helsinki , Finland.,g Center for Child Health Research , Tampere University Hospital , Tampere , Finland
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13
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Lombardi A, Tsomos E, Hammerstad SS, Tomer Y. Interferon alpha: The key trigger of type 1 diabetes. J Autoimmun 2018; 94:7-15. [PMID: 30115527 DOI: 10.1016/j.jaut.2018.08.003] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Revised: 08/04/2018] [Accepted: 08/07/2018] [Indexed: 02/06/2023]
Abstract
IFNα is a cytokine essential to a vast array of immunologic processes. Its induction early in the innate immune response provides a priming mechanism that orchestrates numerous subsequent pathways in innate and adaptive immunity. Despite its beneficial effects in viral infections IFNα has been reported to be associated with several autoimmune diseases including autoimmune thyroid disease, systemic lupus erythematosus, rheumatoid arthritis, primary biliary cholangitis, and recently emerged as a major cytokine that triggers Type 1 Diabetes. In this review, we dissect the role of IFNα in T1D, focusing on the potential pathophysiological mechanisms involved. Evidence from human and mouse studies indicates that IFNα plays a key role in enhancing islet expression of HLA-I in patients with T1D, thereby increasing autoantigen presentation and beta cell activation of autoreactive cytotoxic CD8 T-lymphocytes. The binding of IFNα to its receptor induces the secretion of chemokines, attracting monocytes, T lymphocytes, and NK cells to the infected tissue triggering autoimmunity in susceptible individuals. Furthermore, IFNα impairs insulin production through the induction of endoplasmic reticulum stress as well as by impairing mitochondrial function. Due to its central role in the early phases of beta cell death, targeting IFNα and its pathways in genetically predisposed individuals may represent a potential novel therapeutic strategy in the very early stages of T1D.
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Affiliation(s)
- Angela Lombardi
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA.
| | - Effie Tsomos
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Sara S Hammerstad
- Department of Endocrinology, Morbid Obesity and Preventive Medicine, Oslo University Hospital, Aker, Oslo, Norway; Department of Pediatrics, Oslo University Hospital, Ulleval, Oslo, Norway
| | - Yaron Tomer
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA.
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14
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Enteroviral infections in the pathogenesis of type 1 diabetes: new insights for therapeutic intervention. Curr Opin Pharmacol 2018; 43:11-19. [PMID: 30064099 PMCID: PMC6294842 DOI: 10.1016/j.coph.2018.07.006] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2018] [Revised: 07/07/2018] [Accepted: 07/16/2018] [Indexed: 12/25/2022]
Abstract
Enteroviral infection has been long-associated with type 1 diabetes in epidemiological studies. β-Cells express a specific enteroviral receptor isoform, CAR-SIV, mainly on secretory granules. β-Cells respond to enteroviruses by allowing the establishment of a persistent infection. Enteroviral vaccines are under development that might be effective in type 1 diabetes.
The development of islet autoimmunity and type 1 diabetes has long been linked with enteroviral infection but a causal relationship has proven hard to establish. This is partly because much of the epidemiological evidence derives from studies of neutralising antibody generation in blood samples while less attention has been paid to the pancreatic beta cell as a site of infection. Nevertheless, recent studies have revealed that beta cells express specific enteroviral receptors and that they can sustain a productive enteroviral infection. Importantly, they can also mount antiviral responses which attenuate viral replication and may favour the establishment of a persistent enteroviral infection. Together, these responses combine to create the Trojan horse by which enteroviruses might precipitate islet autoimmunity.
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15
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Sioofy-Khojine AB, Lehtonen J, Nurminen N, Laitinen OH, Oikarinen S, Huhtala H, Pakkanen O, Ruokoranta T, Hankaniemi MM, Toppari J, Vähä-Mäkilä M, Ilonen J, Veijola R, Knip M, Hyöty H. Coxsackievirus B1 infections are associated with the initiation of insulin-driven autoimmunity that progresses to type 1 diabetes. Diabetologia 2018; 61:1193-1202. [PMID: 29404673 DOI: 10.1007/s00125-018-4561-y] [Citation(s) in RCA: 62] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Accepted: 12/22/2017] [Indexed: 12/17/2022]
Abstract
AIMS/HYPOTHESIS Islet autoimmunity usually starts with the appearance of autoantibodies against either insulin (IAA) or GAD65 (GADA). This categorises children with preclinical type 1 diabetes into two immune phenotypes, which differ in their genetic background and may have different aetiology. The aim was to study whether Coxsackievirus group B (CVB) infections, which have been linked to the initiation of islet autoimmunity, are associated with either of these two phenotypes in children with HLA-conferred susceptibility to type 1 diabetes. METHODS All samples were from children in the Finnish Type 1 Diabetes Prediction and Prevention (DIPP) study. Individuals are recruited to the DIPP study from the general population of new-born infants who carry defined HLA genotypes associated with susceptibility to type 1 diabetes. Our study cohort included 91 children who developed IAA and 78 children who developed GADA as their first appearing single autoantibody and remained persistently seropositive for islet autoantibodies, along with 181 and 151 individually matched autoantibody negative control children, respectively. Seroconversion to positivity for neutralising antibodies was detected as the surrogate marker of CVB infections in serial follow-up serum samples collected before and at the appearance of islet autoantibodies in each individual. RESULTS CVB1 infections were associated with the appearance of IAA as the first autoantibody (OR 2.4 [95% CI 1.4, 4.2], corrected p = 0.018). CVB5 infection also tended to be associated with the appearance of IAA, however, this did not reach statistical significance (OR 2.3, [0.7, 7.5], p = 0.163); no other CVB types were associated with increased risk of IAA. Children who had signs of a CVB1 infection either alone or prior to infections by other CVBs were at the highest risk for developing IAA (OR 5.3 [95% CI 2.4, 11.7], p < 0.001). None of the CVBs were associated with the appearance of GADA. CONCLUSIONS/INTERPRETATION CVB1 infections may contribute to the initiation of islet autoimmunity being particularly important in the insulin-driven autoimmune process.
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Affiliation(s)
- Amir-Babak Sioofy-Khojine
- Department of Virology, Faculty of Medicine and Life Sciences, University of Tampere, PL 100, 33014 Tampereen yliopisto, Tampere, Finland.
| | - Jussi Lehtonen
- Department of Virology, Faculty of Medicine and Life Sciences, University of Tampere, PL 100, 33014 Tampereen yliopisto, Tampere, Finland
| | - Noora Nurminen
- Department of Virology, Faculty of Medicine and Life Sciences, University of Tampere, PL 100, 33014 Tampereen yliopisto, Tampere, Finland
| | - Olli H Laitinen
- Department of Virology, Faculty of Medicine and Life Sciences, University of Tampere, PL 100, 33014 Tampereen yliopisto, Tampere, Finland
- Vactech Ltd, Tampere, Finland
| | - Sami Oikarinen
- Department of Virology, Faculty of Medicine and Life Sciences, University of Tampere, PL 100, 33014 Tampereen yliopisto, Tampere, Finland
- Fimlab laboratories, Pirkanmaa Hospital District, Tampere, Finland
| | - Heini Huhtala
- Faculty of Social Sciences, University of Tampere, Tampere, Finland
| | | | | | - Minna M Hankaniemi
- Vactech Ltd, Tampere, Finland
- Biomeditech, University of Tampere, Tampere, Finland
| | - Jorma Toppari
- Institute of Biomedicine, Research Centre of Integrative Physiology and Pharmacology, University of Turku, Turku, Finland
- Department of Paediatrics, Turku University Hospital, Turku, Finland
| | - Mari Vähä-Mäkilä
- Institute of Biomedicine, Research Centre of Integrative Physiology and Pharmacology, University of Turku, Turku, Finland
- Department of Paediatrics, Turku University Hospital, Turku, Finland
| | - Jorma Ilonen
- Immunogenetics Laboratory, Institute of Biomedicine, University of Turku, Turku, Finland
- Department of Clinical Microbiology, Turku University Hospital, Turku, Finland
| | - Riitta Veijola
- Department of Paediatrics, PEDEGO Research Unit, Medical Research Centre, Oulu University, Hospital and University of Oulu, Oulu, Finland
| | - Mikael Knip
- Children's Hospital, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Research Programs Unit, Diabetes and Obesity, University of Helsinki, Helsinki, Finland
- Tampere Centre for Child Health Research, Tampere University Hospital, Tampere, Finland
- Folkhälsan Research Centre, Helsinki, Finland
| | - Heikki Hyöty
- Department of Virology, Faculty of Medicine and Life Sciences, University of Tampere, PL 100, 33014 Tampereen yliopisto, Tampere, Finland
- Fimlab laboratories, Pirkanmaa Hospital District, Tampere, Finland
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16
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Simeonovic CJ, Popp SK, Starrs LM, Brown DJ, Ziolkowski AF, Ludwig B, Bornstein SR, Wilson JD, Pugliese A, Kay TWH, Thomas HE, Loudovaris T, Choong FJ, Freeman C, Parish CR. Loss of intra-islet heparan sulfate is a highly sensitive marker of type 1 diabetes progression in humans. PLoS One 2018; 13:e0191360. [PMID: 29415062 PMCID: PMC5802856 DOI: 10.1371/journal.pone.0191360] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2017] [Accepted: 01/03/2018] [Indexed: 12/20/2022] Open
Abstract
Type 1 diabetes (T1D) is an autoimmune disease in which insulin-producing beta cells in pancreatic islets are progressively destroyed. Clinical trials of immunotherapies in recently diagnosed T1D patients have only transiently and partially impacted the disease course, suggesting that other approaches are required. Our previous studies have demonstrated that heparan sulfate (HS), a glycosaminoglycan conventionally expressed in extracellular matrix, is present at high levels inside normal mouse beta cells. Intracellular HS was shown to be critical for beta cell survival and protection from oxidative damage. T1D development in Non-Obese Diabetic (NOD) mice correlated with loss of islet HS and was prevented by inhibiting HS degradation by the endoglycosidase, heparanase. In this study we investigated the distribution of HS and heparan sulfate proteoglycan (HSPG) core proteins in normal human islets, a role for HS in human beta cell viability and the clinical relevance of intra-islet HS and HSPG levels, compared to insulin, in human T1D. In normal human islets, HS (identified by 10E4 mAb) co-localized with insulin but not glucagon and correlated with the HSPG core proteins for collagen type XVIII (Col18) and syndecan-1 (Sdc1). Insulin-positive islets of T1D pancreases showed significant loss of HS, Col18 and Sdc1 and heparanase was strongly expressed by islet-infiltrating leukocytes. Human beta cells cultured with HS mimetics showed significantly improved survival and protection against hydrogen peroxide-induced death, suggesting that loss of HS could contribute to beta cell death in T1D. We conclude that HS depletion in beta cells, possibly due to heparanase produced by insulitis leukocytes, may function as an important mechanism in the pathogenesis of human T1D. Our findings raise the possibility that intervention therapy with dual activity HS replacers/heparanase inhibitors could help to protect the residual beta cell mass in patients recently diagnosed with T1D.
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Affiliation(s)
- Charmaine J. Simeonovic
- Department of Immunology and Infectious Disease, The John Curtin School of Medical Research, The Australian National University, Canberra, Australian Capital Territory, Australia
- * E-mail:
| | - Sarah K. Popp
- Department of Immunology and Infectious Disease, The John Curtin School of Medical Research, The Australian National University, Canberra, Australian Capital Territory, Australia
| | - Lora M. Starrs
- Department of Immunology and Infectious Disease, The John Curtin School of Medical Research, The Australian National University, Canberra, Australian Capital Territory, Australia
| | - Debra J. Brown
- Department of Immunology and Infectious Disease, The John Curtin School of Medical Research, The Australian National University, Canberra, Australian Capital Territory, Australia
| | - Andrew F. Ziolkowski
- Department of Immunology and Infectious Disease, The John Curtin School of Medical Research, The Australian National University, Canberra, Australian Capital Territory, Australia
| | - Barbara Ludwig
- Department of Internal Medicine III, Carl Gustav Carus Medical School, Technical University of Dresden, Dresden, Germany
| | - Stefan R. Bornstein
- Department of Internal Medicine III, Carl Gustav Carus Medical School, Technical University of Dresden, Dresden, Germany
| | - J. Dennis Wilson
- Department of Endocrinology, The Canberra Hospital, Woden, Australian Capital Territory, Australia
| | - Alberto Pugliese
- Diabetes Research Institute, Departments of Medicine, Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, Florida, United States of America
| | - Thomas W. H. Kay
- St Vincent’s Institute of Medical Research, Fitzroy, Melbourne, Victoria, Australia
| | - Helen E. Thomas
- St Vincent’s Institute of Medical Research, Fitzroy, Melbourne, Victoria, Australia
| | - Thomas Loudovaris
- St Vincent’s Institute of Medical Research, Fitzroy, Melbourne, Victoria, Australia
| | - Fui Jiun Choong
- Department of Immunology and Infectious Disease, The John Curtin School of Medical Research, The Australian National University, Canberra, Australian Capital Territory, Australia
| | - Craig Freeman
- Department of Cancer Biology and Therapeutics, The John Curtin School of Medical Research, The Australian National University, Canberra, Australian Capital Territory, Australia
| | - Christopher R. Parish
- Department of Cancer Biology and Therapeutics, The John Curtin School of Medical Research, The Australian National University, Canberra, Australian Capital Territory, Australia
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Nyalwidhe JO, Gallagher GR, Glenn LM, Morris MA, Vangala P, Jurczyk A, Bortell R, Harlan DM, Wang JP, Nadler JL. Coxsackievirus-Induced Proteomic Alterations in Primary Human Islets Provide Insights for the Etiology of Diabetes. J Endocr Soc 2017; 1:1272-1286. [PMID: 29264452 PMCID: PMC5686651 DOI: 10.1210/js.2017-00278] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Accepted: 09/06/2017] [Indexed: 12/15/2022] Open
Abstract
Enteroviral infections have been associated with the development of type 1 diabetes (T1D), a chronic inflammatory disease characterized by autoimmune destruction of insulin-producing pancreatic beta cells. Cultured human islets, including the insulin-producing beta cells, can be infected with coxsackievirus B4 (CVB4) and thus are useful for understanding cellular responses to infection. We performed quantitative mass spectrometry analysis on cultured primary human islets infected with CVB4 to identify molecules and pathways altered upon infection. Corresponding uninfected controls were included in the study for comparative protein expression analyses. Proteins were significantly and differentially regulated in human islets challenged with virus compared with their uninfected counterparts. Complementary analyses of gene transcripts in CVB4-infected primary islets over a time course validated the induction of RNA transcripts for many of the proteins that were increased in the proteomics studies. Notably, infection with CVB4 results in a considerable decrease in insulin. Genes/proteins modulated during CVB4 infection also include those involved in activation of immune responses, including type I interferon pathways linked to T1D pathogenesis and with antiviral, cell repair, and inflammatory properties. Our study applies proteomics analyses to cultured human islets challenged with virus and identifies target proteins that could be useful in T1D interventions.
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Affiliation(s)
- Julius O Nyalwidhe
- Department of Microbiology and Molecular Cell Biology, Eastern Virginia Medical School, Norfolk, Virginia 23501.,Leroy T. Canoles Jr. Cancer Research Center, Eastern Virginia Medical School, Norfolk, Virginia 23501
| | - Glen R Gallagher
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts 01605
| | - Lindsey M Glenn
- Department of Internal Medicine and Strelitz Diabetes Center, Eastern Virginia Medical School, Norfolk, Virginia 23501
| | - Margaret A Morris
- Department of Internal Medicine and Strelitz Diabetes Center, Eastern Virginia Medical School, Norfolk, Virginia 23501
| | - Pranitha Vangala
- Department of Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, Massachusetts 01605
| | - Agata Jurczyk
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, Massachusetts 01605
| | - Rita Bortell
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, Massachusetts 01605
| | - David M Harlan
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts 01605
| | - Jennifer P Wang
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts 01605
| | - Jerry L Nadler
- Department of Internal Medicine and Strelitz Diabetes Center, Eastern Virginia Medical School, Norfolk, Virginia 23501
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Nasir IA, Emeribe AU, Shuwa HA, Zakari MM, Peters NO. Type 1 diabetes mellitus and enterovirus linkage: search for associated etiopathology. THE EGYPTIAN JOURNAL OF INTERNAL MEDICINE 2017. [DOI: 10.4103/ejim.ejim_25_17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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Jean-Baptiste VSE, Xia CQ, Clare-Salzler MJ, Horwitz MS. Type 1 Diabetes and Type 1 Interferonopathies: Localization of a Type 1 Common Thread of Virus Infection in the Pancreas. EBioMedicine 2017; 22:10-17. [PMID: 28663145 PMCID: PMC5552106 DOI: 10.1016/j.ebiom.2017.06.014] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Revised: 06/14/2017] [Accepted: 06/16/2017] [Indexed: 02/08/2023] Open
Abstract
Type 1 diabetes (T1D) has been associated with both genetic and environmental factors. Increasing incidence of T1D worldwide is prompting researchers to adopt different approaches to explain the biology of T1D, beyond the presence and activity of autoreactive lymphocytes. In this review, we propose inflammatory pathways as triggers for T1D. Within the scope of those inflammatory pathways and in understanding the pathogenesis of disease, we suggest that viruses, in particular Coxsackieviruses, act by causing a type 1 interferonopathy within the pancreas and the microenvironment of the islet. As such, this connection and common thread represents an exciting platform for the development of new diagnostic, treatment and/or prevention options.
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Affiliation(s)
- Virginie S E Jean-Baptiste
- Department of Microbiology and Immunology, Infection, Inflammation, and Immunity (I3) Research Group, Life Sciences Institute, University of British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
| | - Chang-Qing Xia
- Department of Pathology, Immunology and Laboratory Medicine, University of Florida College of Medicine, Gainesville, Florida 32610, USA
| | - Michael J Clare-Salzler
- Department of Endocrinology, Diabetes and Metabolism, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Marc S Horwitz
- Department of Microbiology and Immunology, Infection, Inflammation, and Immunity (I3) Research Group, Life Sciences Institute, University of British Columbia, Vancouver, British Columbia V6T 1Z3, Canada.
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Echovirus 6 Infects Human Exocrine and Endocrine Pancreatic Cells and Induces Pro-Inflammatory Innate Immune Response. Viruses 2017; 9:v9020025. [PMID: 28146100 PMCID: PMC5332944 DOI: 10.3390/v9020025] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2016] [Accepted: 01/16/2017] [Indexed: 12/22/2022] Open
Abstract
Human enteroviruses (HEV), especially coxsackievirus serotype B (CVB) and echovirus (E), have been associated with diseases of both the exocrine and endocrine pancreas, but so far evidence on HEV infection in human pancreas has been reported only in islets and ductal cells. This study aimed to investigate the capability of echovirus strains to infect human exocrine and endocrine pancreatic cells. Infection of explanted human islets and exocrine cells with seven field strains of E6 caused cytopathic effect, virus titer increase and production of HEV protein VP1 in both cell types. Virus particles were found in islets and acinar cells infected with E6. No cytopathic effect or infectious progeny production was observed in exocrine cells exposed to the beta cell-tropic strains of E16 and E30. Endocrine cells responded to E6, E16 and E30 by upregulating the transcription of interferon-induced with helicase C domain 1 (IF1H1), 2′-5′-oligoadenylate synthetase 1 (OAS1), interferon-β (IFN-β), chemokine (C–X–C motif) ligand 10 (CXCL10) and chemokine (C–C motif) ligand 5 (CCL5). Echovirus 6, but not E16 or E30, led to increased transcription of these genes in exocrine cells. These data demonstrate for the first time that human exocrine cells represent a target for E6 infection and suggest that certain HEV serotypes can replicate in human pancreatic exocrine cells, while the pancreatic endocrine cells are permissive to a wider range of HEV.
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21
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Alidjinou EK, Engelmann I, Bossu J, Villenet C, Figeac M, Romond MB, Sané F, Hober D. Persistence of Coxsackievirus B4 in pancreatic ductal-like cells results in cellular and viral changes. Virulence 2017; 8:1229-1244. [PMID: 28112573 DOI: 10.1080/21505594.2017.1284735] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
INTRODUCTION Although known as cytolytic viruses, group B coxackieviruses (CVB) are able to establish a persistent infection in vitro and in vivo. Viral persistence has been reported as a key mechanism in the pathogenesis of CVB-associated chronic diseases such as type 1 diabetes (T1D). The impact of CVB4 persistence on human pancreas ductal-like cells was investigated. METHODS A persistent CVB4 infection was established in ductal-like cells. PDX-1 expression, resistance to CVB4-induced lysis and CAR expression were evaluated. The profile of cellular microRNAs (miRNAs) was investigated through miRNA-sequencing. Viral phenotypic changes were examined, and genomic modifications were assessed by sequencing of the viral genome. RESULTS The CVB4 persistence in ductal-like cells was productive, with continuous release of infectious particles. Persistently infected cells displayed a resistance to CVB4-induced lysis upon superinfection and expression of PDX-1 and CAR was decreased. These changes were maintained even after virus clearance. The patterns of cellular miRNA expression in mock-infected and in CVB4-persistently infected ductal-like cells were clearly different. The persistent infection-derived virus (PIDV) was still able to induce cytopathic effect but its plaques were smaller than the parental virus. Several mutations appeared in various PIDV genome regions, but amino acid substitutions did not affect the predicted site of interaction with CAR. CONCLUSION Cellular and viral changes occur during persistent infection of human pancreas ductal-like cells with CVB4. The persistence of cellular changes even after virus clearance supports the hypothesis of a long-lasting impact of persistent CVB infection on the cells.
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Affiliation(s)
- E K Alidjinou
- a Univ Lille, CHU Lille, Laboratoire de Virologie EA3610 , Lille , France
| | - I Engelmann
- a Univ Lille, CHU Lille, Laboratoire de Virologie EA3610 , Lille , France
| | - J Bossu
- a Univ Lille, CHU Lille, Laboratoire de Virologie EA3610 , Lille , France
| | - C Villenet
- b Plate-forme de Génomique Fonctionnelle et Structurale , CHU de Lille , France
| | - M Figeac
- b Plate-forme de Génomique Fonctionnelle et Structurale , CHU de Lille , France
| | - M-B Romond
- a Univ Lille, CHU Lille, Laboratoire de Virologie EA3610 , Lille , France
| | - F Sané
- a Univ Lille, CHU Lille, Laboratoire de Virologie EA3610 , Lille , France
| | - D Hober
- a Univ Lille, CHU Lille, Laboratoire de Virologie EA3610 , Lille , France
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22
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Cheng X, Li Y, Tang S, Zhang X, Wang Y, Wang S, Jiang J, Li Y, Song D. Synthesis and evaluation of halogenated 12N-sulfonyl matrinic butanes as potential anti-coxsackievirus agents. Eur J Med Chem 2017; 126:133-142. [DOI: 10.1016/j.ejmech.2016.09.097] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2016] [Revised: 09/29/2016] [Accepted: 09/29/2016] [Indexed: 01/24/2023]
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Lundberg M, Krogvold L, Kuric E, Dahl-Jørgensen K, Skog O. Expression of Interferon-Stimulated Genes in Insulitic Pancreatic Islets of Patients Recently Diagnosed With Type 1 Diabetes. Diabetes 2016; 65:3104-10. [PMID: 27422384 DOI: 10.2337/db16-0616] [Citation(s) in RCA: 88] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2016] [Accepted: 07/08/2016] [Indexed: 11/13/2022]
Abstract
A primary insult to the pancreatic islets of Langerhans, leading to the activation of innate immunity, has been suggested as an important step in the inflammatory process in type 1 diabetes (T1D). The aim of this study was to examine whether interferon (IFN)-stimulated genes (ISGs) are overexpressed in human T1D islets affected with insulitis. By using laser capture microdissection and a quantitative PCR array, 23 of 84 examined ISGs were found to be overexpressed by at least fivefold in insulitic islets from living patients with recent-onset T1D, participating in the Diabetes Virus Detection (DiViD) study, compared with islets from organ donors without diabetes. Most of the overexpressed ISGs, including GBP1, TLR3, OAS1, EIF2AK2, HLA-E, IFI6, and STAT1, showed higher expression in the islet core compared with the peri-islet area containing the surrounding immune cells. In contrast, the T-cell attractant chemokine CXCL10 showed an almost 10-fold higher expression in the peri-islet area than in the islet, possibly partly explaining the localization of T cells mainly to this region. In conclusion, insulitic islets from recent-onset T1D subjects show overexpression of ISGs, with an expression pattern similar to that seen in islets infected with virus or exposed to IFN-γ/interleukin-1β or IFN-α.
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Affiliation(s)
- Marcus Lundberg
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Lars Krogvold
- Division of Paediatric and Adolescent Medicine, Oslo University Hospital, Oslo, Norway Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Enida Kuric
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Knut Dahl-Jørgensen
- Division of Paediatric and Adolescent Medicine, Oslo University Hospital, Oslo, Norway Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Oskar Skog
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
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Abstract
Environmental factors play an important role in the pathogenesis of type 1 diabetes and can determine if a genetically susceptible individual develops the disease. Increasing evidence suggest that among other exogenous agents certain virus infections can contribute to the beta-cell damaging process. Possible viral etiology of type 1 diabetes has been explored extensively but the final proof for causality is still lacking. Currently, the group of enteroviruses (EVs) is considered as the strongest candidate. These viruses have been found in the pancreas of type 1 diabetic patients, and epidemiological studies have shown more EV infections in diabetic patients than in controls. Prospective studies, such as the Type 1 Diabetes Prediction and Prevention (DIPP) study in Finland, are of fundamental importance in the evaluation viral effects as they can cover all stages of the beta-cell damaging process, including those preceding the initiation of the process. DIPP study has carried out the most comprehensive virological analyses ever done in prospective cohorts. This article summarizes the findings from these analyses and discuss them in the context of the existing other knowledge and the prospects for intervention studies with EV vaccines or antiviral drugs.
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Affiliation(s)
- Heikki Hyöty
- Department of Virology, School of Medicine, University of Tampere, Tampere, Finland.,Fimlab Laboratories, Pirkanmaa Hospital District, Tampere, Finland
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25
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Abstract
Type 1 diabetes mellitus (T1DM) is caused by progressive autoimmune-mediated loss of pancreatic β-cell mass via apoptosis. The onset of T1DM depends on environmental factors that interact with predisposing genes to induce an autoimmune assault against β cells. Epidemiological, clinical and pathology studies in humans support viral infection--particularly by enteroviruses (for example, coxsackievirus)--as an environmental trigger for the development of T1DM. Many candidate genes for T1DM, such as MDA5, PTPN2 and TYK2, regulate antiviral responses in both β cells and the immune system. Cellular permissiveness to viral infection is modulated by innate antiviral responses that vary among different tissues or cell types. Some data indicate that pancreatic islet α cells trigger a more efficient antiviral response to infection with diabetogenic viruses than do β cells, and so are able to eradicate viral infections without undergoing apoptosis. This difference could account for the varying ability of islet-cell subtypes to clear viral infections and explain why chronically infected pancreatic β cells, but not α cells, are targeted by an autoimmune response and killed during the development of T1DM. These issues and attempts to target viral infection as a preventive therapy for T1DM are discussed in the present Review.
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Affiliation(s)
- Anne Op de Beeck
- Center for Diabetes Research, Universite Libre de Bruxelles, 808 Route de Lennik, CP618, B-1070, Brussels, Belgium
| | - Decio L Eizirik
- Center for Diabetes Research, Universite Libre de Bruxelles, 808 Route de Lennik, CP618, B-1070, Brussels, Belgium
- Welbio, Universite Libre de Bruxelles, 808 Route de Lennik, CP618, B-1070, Brussels, Belgium
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26
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Cabrera SM, Chen YG, Hagopian WA, Hessner MJ. Blood-based signatures in type 1 diabetes. Diabetologia 2016; 59:414-25. [PMID: 26699650 PMCID: PMC4744128 DOI: 10.1007/s00125-015-3843-x] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2015] [Accepted: 11/18/2015] [Indexed: 12/15/2022]
Abstract
Type 1 diabetes mellitus is one of the most common chronic diseases in childhood. It develops through autoimmune destruction of the pancreatic beta cells and results in lifelong dependence on exogenous insulin. The pathogenesis of type 1 diabetes involves a complex interplay of genetic and environmental factors and has historically been attributed to aberrant adaptive immunity; however, there is increasing evidence for a role of innate inflammation. Over the past decade new methodologies for the analysis of nucleic acid and protein signals have been applied to type 1 diabetes. These studies are providing a new understanding of type 1 diabetes pathogenesis and have the potential to inform the development of new biomarkers for predicting diabetes onset and monitoring therapeutic interventions. In this review we will focus on blood-based signatures in type 1 diabetes, with special attention to both direct transcriptomic analyses of whole blood and immunocyte subsets, as well as plasma/serum-induced transcriptional signatures. Attention will also be given to proteomics, microRNA assays and markers of beta cell death. We will also discuss the results of blood-based profiling in type 1 diabetes within the context of the genetic and environmental factors implicated in the natural history of autoimmune diabetes.
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Affiliation(s)
- Susanne M Cabrera
- The Max McGee National Research Center for Juvenile Diabetes, Children's Research Institute of Children's Hospital of Wisconsin, Milwaukee, WI, USA
- Section of Endocrinology, Department of Pediatrics, The Medical College of Wisconsin, 8701 Watertown Plank Road, Milwaukee, WI, 53226, USA
| | - Yi-Guang Chen
- The Max McGee National Research Center for Juvenile Diabetes, Children's Research Institute of Children's Hospital of Wisconsin, Milwaukee, WI, USA
- Section of Endocrinology, Department of Pediatrics, The Medical College of Wisconsin, 8701 Watertown Plank Road, Milwaukee, WI, 53226, USA
| | | | - Martin J Hessner
- The Max McGee National Research Center for Juvenile Diabetes, Children's Research Institute of Children's Hospital of Wisconsin, Milwaukee, WI, USA.
- Section of Endocrinology, Department of Pediatrics, The Medical College of Wisconsin, 8701 Watertown Plank Road, Milwaukee, WI, 53226, USA.
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27
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Hodik M, Anagandula M, Fuxe J, Krogvold L, Dahl-Jørgensen K, Hyöty H, Sarmiento L, Frisk G. Coxsackie-adenovirus receptor expression is enhanced in pancreas from patients with type 1 diabetes. BMJ Open Diabetes Res Care 2016; 4:e000219. [PMID: 27933184 PMCID: PMC5129002 DOI: 10.1136/bmjdrc-2016-000219] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/29/2016] [Revised: 06/08/2016] [Accepted: 07/09/2016] [Indexed: 01/17/2023] Open
Abstract
OBJECTIVES One of the theories connecting enterovirus (EV) infection of human islets with type 1 diabetes (T1D) is the development of a fertile field in the islets. This implies induction of appropriate proteins for the viral replication such as the coxsackie-adenovirus receptor (CAR). The aim of this study was to investigate to what extent CAR is expressed in human islets of Langerhans, and what conditions that would change the expression. DESIGN Immunohistochemistry for CAR was performed on paraffin-embedded pancreatic tissue from patients with T1D (n=9 recent onset T1D, n=4 long-standing T1D), islet autoantibody-positive individuals (n=14) and non-diabetic controls (n=24) individuals. The expression of CAR was also examined by reverse transcription PCR on microdissected islets (n=5), exocrine tissue (n=5) and on explanted islets infected with EV or exposed to chemokines produced by EV-infected islet cells. RESULTS An increased frequency of patients with T1D and autoantibody-positive individuals expressed CAR in the pancreas (p<0.039). CAR staining was detected more frequently in pancreatic islets from patients with T1D and autoantibody-positive subjects (15/27) compared with (6/24) non-diabetic controls (p<0.033). Also in explanted islets cultured in UV-treated culture medium from coxsackievirus B (CBV)-1-infected islets, the expression of the CAR gene was increased compared with controls. Laser microdissection of pancreatic tissue revealed that CAR expression was 10-fold higher in endocrine compared with exocrine cells of the pancreas. CAR was also expressed in explanted islets and the expression level decreased with time in culture. CBV-1 infection of explanted islets clearly decreased the expression of CAR (p<0.05). In contrast, infection with echovirus 6 did not affect the expression of CAR. CONCLUSIONS CAR is expressed in pancreatic islets of patients with T1D and the expression level of CAR is increased in explanted islets exposed to proinflammatory cytokines/chemokines produced by infected islets. T1D is associated with increased levels of certain chemokines/cytokines in the islets and this might be the mechanism behind the increased expression of CAR in TID islets.
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Affiliation(s)
- M Hodik
- Department of Immunology, Genetics and Pathology , Uppsala University, The Rudbeck Laboratory , Uppsala, Uppland , Sweden
| | - M Anagandula
- Department of Immunology, Genetics and Pathology , Uppsala University, The Rudbeck Laboratory , Uppsala, Uppland , Sweden
| | - J Fuxe
- Department of Microbiology, Tumor and Cell biology, Karolinska Institutet, Stockholm, Sweden
| | - L Krogvold
- Division of Paediatric and Adolescent Medicine, Oslo University Hospital, Oslo and Faculty of Medicine, University of Oslo, Oslo, Norway
| | - K Dahl-Jørgensen
- Division of Paediatric and Adolescent Medicine, Oslo University Hospital, Oslo and Faculty of Medicine, University of Oslo, Oslo, Norway
| | - H Hyöty
- Department of Virology, University of Tampere, Tampere, Finland; FimlabLaboratories, Pirkanmaa Hospital District, Tampere, Finland
| | - L Sarmiento
- Autoimmunity Unit, Department of Clinical Sciences , Skåne University Hospital, Lund University , Malmo , Sweden
| | - G Frisk
- Department of Immunology, Genetics and Pathology , Uppsala University, The Rudbeck Laboratory , Uppsala, Uppland , Sweden
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28
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Smura T, Natri O, Ylipaasto P, Hellman M, Al-Hello H, Piemonti L, Roivainen M. Enterovirus strain and type-specific differences in growth kinetics and virus-induced cell destruction in human pancreatic duct epithelial HPDE cells. Virus Res 2015; 210:188-97. [DOI: 10.1016/j.virusres.2015.08.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2015] [Revised: 07/31/2015] [Accepted: 08/05/2015] [Indexed: 12/16/2022]
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29
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Alidjinou EK, Chehadeh W, Weill J, Vantyghem MC, Stuckens C, Decoster A, Hober C, Hober D. Monocytes of Patients with Type 1 Diabetes Harbour Enterovirus RNA. Eur J Clin Invest 2015; 45:918-24. [PMID: 26108863 DOI: 10.1111/eci.12485] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2014] [Accepted: 06/20/2015] [Indexed: 02/07/2023]
Abstract
BACKGROUND Intracellular enterovirus (EV) RNA was detected in blood of patients with type 1 diabetes (T1D). The presence of EV RNA in subsets of peripheral blood mononuclear cells (PBMCs) of patients, and the in vitro infection of these cells with an EV, was investigated. MATERIALS AND METHODS Blood was collected from 42 patients with T1D, PBMCs were isolated and monocytes were purified. Interferon alpha (IFNα) mRNA and EV RNA were investigated using RT-PCR. Levels of IFNα in plasma were measured using an immunoassay. Cells were inoculated with Coxsackievirus B4 (CBV4) in vitro, and infection was assessed by indirect immunofluorescence (IFI). RESULTS Interferon alpha mRNA was detected in blood and in monocytes of 12 of 42 patients with T1D, but not in monocyte-depleted PBMCs of the same individuals. Significant plasma levels of IFNα (≥ 5 IU/mL) were found in six patients. EV RNA was detected in whole blood and in monocytes of seven patients and negative-strand EV RNA was found in monocytes of 6 of them. When monocytes of patients with IFNα and/or EV RNA in their blood were inoculated with CVB4, the proportion of cells stained by an anti-VP1 antibody was 8.8 ± 1%, whereas no VP1 was detected in the monocytes of IFNα, EV RNA negative patients. Nevertheless, when CBV4 was mixed with plasma, VP1 was detected in monocytes of all patients with T1D (staining ranging from 12 to 36%). CONCLUSIONS Our data indicate that monocytes of patients with T1D can harbor EV RNA and IFNα mRNA and can be infected with an EV in vitro.
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Affiliation(s)
| | - Wassim Chehadeh
- Laboratoire de virologie EA3610, Université de Lille, CHU Lille, France
| | - Jacques Weill
- Unité d'Endocrinologie pédiatrique, CHU Lille, France
| | | | | | - Anne Decoster
- Laboratoire, Institut Catholique de Lille, Hôpital St Philibert, Lomme, France
| | - Christine Hober
- Service de Diabétologie, Centre Hospitalier, Hénin-Beaumont, France
| | - Didier Hober
- Laboratoire de virologie EA3610, Université de Lille, CHU Lille, France
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30
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Marroqui L, Lopes M, dos Santos RS, Grieco FA, Roivainen M, Richardson SJ, Morgan NG, Op de Beeck A, Eizirik DL. Differential cell autonomous responses determine the outcome of coxsackievirus infections in murine pancreatic α and β cells. eLife 2015; 4:e06990. [PMID: 26061776 PMCID: PMC4480275 DOI: 10.7554/elife.06990] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2015] [Accepted: 06/08/2015] [Indexed: 12/15/2022] Open
Abstract
Type 1 diabetes (T1D) is an autoimmune disease caused by loss of pancreatic β cells via apoptosis while neighboring α cells are preserved. Viral infections by coxsackieviruses (CVB) may contribute to trigger autoimmunity in T1D. Cellular permissiveness to viral infection is modulated by innate antiviral responses, which vary among different cell types. We presently describe that global gene expression is similar in cytokine-treated and virus-infected human islet cells, with up-regulation of gene networks involved in cell autonomous immune responses. Comparison between the responses of rat pancreatic α and β cells to infection by CVB5 and 4 indicate that α cells trigger a more efficient antiviral response than β cells, including higher basal and induced expression of STAT1-regulated genes, and are thus better able to clear viral infections than β cells. These differences may explain why pancreatic β cells, but not α cells, are targeted by an autoimmune response during T1D. DOI:http://dx.doi.org/10.7554/eLife.06990.001 Type 1 diabetes is caused by a person's immune system attacking the cells in their pancreas that produce insulin. This eventually kills off so many of these cells—known as beta cells—that the pancreas is unable to make enough insulin. As a result, individuals with type 1 diabetes must inject insulin to help their bodies process sugars. One of the mysteries of type 1 diabetes is why the beta cells in the pancreas are killed by the immune system while neighboring alpha cells, which produce the hormone glucagon, are spared. Scientists suspect a combination of genetic and environmental factors contributes to type 1 diabetes. Certain viruses, including one called Coxsackievirus, appear to trigger type 1 diabetes in susceptible individuals. Other factors may also make these individuals more likely to develop the disease. For example, they may ‘express’ genes that are thought to increase the risk of type 1 diabetes, many of which control how the immune system responds to viral infections. These genes may make susceptible individuals experience excessive inflammation, because inflammation is what ultimately kills off the beta cells. Now, Marroqui, Lopes, dos Santos et al. provide evidence that suggests why the alpha cells are spared the immune onslaught in type 1 diabetes. In initial experiments, clusters of cells—known as islets—from the human pancreas were either exposed to small proteins that cause inflammation or infected with the Coxsakievirus. Both events caused a similar increase in the expression of particular immune response genes in the islets. This indicates that these islet cells are able to react to the virus and trigger a first line of defense, which will be further boosted when the immune system is subsequently called into action. Islets contain both alpha and beta cells, and so further experiments on alpha and beta cells from rats investigated whether the two cell types respond differently when infected by the Coxsakievirus. The results revealed that alpha cells boost the expression of the genes needed to clear the virus to a greater extent than the beta cells, and so respond more efficiently to the virus. Therefore, an infection is more likely to establish itself in the beta cells and consequently trigger inflammation and the immune system's attack on the cells. These observations explain one of the puzzling questions in the diabetes field and reinforce the possibility that a long-standing viral infection in beta cells—which seem to have a limited capacity to clear viral infections—may be one of the mechanisms leading to progressive beta cell destruction in type 1 diabetes. This knowledge will help in the search for ways to protect beta cells against both viral infections and the consequent immune assault. DOI:http://dx.doi.org/10.7554/eLife.06990.002
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Affiliation(s)
- Laura Marroqui
- ULB Center for Diabetes Research, Medical Faculty, Université Libre de Bruxelles, Brussels, Belgium
| | - Miguel Lopes
- ULB Center for Diabetes Research, Medical Faculty, Université Libre de Bruxelles, Brussels, Belgium
| | - Reinaldo S dos Santos
- ULB Center for Diabetes Research, Medical Faculty, Université Libre de Bruxelles, Brussels, Belgium
| | - Fabio A Grieco
- ULB Center for Diabetes Research, Medical Faculty, Université Libre de Bruxelles, Brussels, Belgium
| | - Merja Roivainen
- National Institute for Health and Welfare, Helsinki, Finland
| | - Sarah J Richardson
- Institute of Biomedical and Clinical Sciences, University of Exeter Medical School, Exeter, United Kingdom
| | - Noel G Morgan
- Institute of Biomedical and Clinical Sciences, University of Exeter Medical School, Exeter, United Kingdom
| | - Anne Op de Beeck
- ULB Center for Diabetes Research, Medical Faculty, Université Libre de Bruxelles, Brussels, Belgium
| | - Decio L Eizirik
- ULB Center for Diabetes Research, Medical Faculty, Université Libre de Bruxelles, Brussels, Belgium
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Morgan NG, Richardson SJ. Enteroviruses as causative agents in type 1 diabetes: loose ends or lost cause? Trends Endocrinol Metab 2014; 25:611-9. [PMID: 25175301 DOI: 10.1016/j.tem.2014.08.002] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2014] [Revised: 08/06/2014] [Accepted: 08/07/2014] [Indexed: 12/16/2022]
Abstract
Considerable evidence implies that an enteroviral infection may accelerate or precipitate type 1 diabetes (T1D) in some individuals. However, causality is not proven. We present and critically assess evidence suggesting that islet β cells can become infected with enterovirus, and argue that this may result in one of several consequences. Occasionally, a fully lytic infection may arise and this culminates in fulminant diabetes. Alternatively, an atypical persistent infection develops which can be either benign or promote islet autoimmunity. We propose a model in which the 'strength' of the β cell response to the establishment of a persistent enteroviral infection determines the final disease outcome.
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Affiliation(s)
- Noel G Morgan
- Institute of Biomedical and Clinical Science, University of Exeter Medical School, RILD Building, Barrack Road, Exeter EX2 5DW, UK.
| | - Sarah J Richardson
- Institute of Biomedical and Clinical Science, University of Exeter Medical School, RILD Building, Barrack Road, Exeter EX2 5DW, UK.
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32
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Drescher KM, von Herrath M, Tracy S. Enteroviruses, hygiene and type 1 diabetes: toward a preventive vaccine. Rev Med Virol 2014; 25:19-32. [PMID: 25430610 DOI: 10.1002/rmv.1815] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2014] [Revised: 09/26/2014] [Accepted: 10/02/2014] [Indexed: 12/24/2022]
Abstract
Enteroviruses and humans have long co-existed. Although recognized in ancient times, poliomyelitis and type 1 diabetes (T1D) were exceptionally rare and not epidemic, due in large part to poor sanitation and personal hygiene which resulted in repeated exposure to fecal-oral transmitted viruses and other infectious agents and viruses and the generation of a broad protective immunity. As a function of a growing acceptance of the benefits of hygienic practices and microbiologically clean(er) water supplies, the likelihood of exposure to diverse infectious agents and viruses declined. The effort to vaccinate against poliomyelitis demonstrated that enteroviral diseases are preventable by vaccination and led to understanding how to successfully attenuate enteroviruses. Type 1 diabetes onset has been convincingly linked to infection by numerous enteroviruses including the group B coxsackieviruses (CVB), while studies of CVB infections in NOD mice have demonstrated not only a clear link between disease onset but an ability to reduce the incidence of T1D as well: CVB infections can suppress naturally occurring autoimmune T1D. We propose here that if we can harness and develop the capacity to use attenuated enteroviral strains to induce regulatory T cell populations in the host through vaccination, then a vaccine could be considered that should function to protect against both autoimmune as well as virus-triggered T1D. Such a vaccine would not only specifically protect from certain enterovirus types but more importantly, also reset the organism's regulatory rheostat making the further development of pathogenic autoimmunity less likely.
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Affiliation(s)
- Kristen M Drescher
- Department of Medical Microbiology and Immunology, School of Medicine, Creighton University, Omaha, NE, USA
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33
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Hyöty H, Knip M. Developing a vaccine for Type 1 diabetes through targeting enteroviral infections. Expert Rev Vaccines 2014; 13:989-99. [PMID: 24965051 DOI: 10.1586/14760584.2014.933078] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Type 1 diabetes (T1D) is a chronic disease caused by the destruction of insulin producing β-cells in the pancreas. Studies carried out during the past decades have implied that enteroviruses could be an important causative agent. These findings have generated efforts aiming at developing vaccines against these viruses and testing their efficacy against T1D in clinical trials. Extensive work has been carried out to define the serotype of enteroviruses which are linked to T1D and which should be included in the vaccine, and experimental vaccines have been shown to be effective and safe in mouse models. Large-scale studies are currently in progress to increase the confidence in the scientific concept of the enterovirus-diabetes association, paralleling the efforts aimed at starting the clinical development of the vaccine. This review summarizes recent progress in this field and the scenarios regarding this development process.
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Affiliation(s)
- Heikki Hyöty
- School of Medicine, University of Tampere, Tampere, Finland
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34
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Abstract
Clinical onset of type 1 diabetes (T1D) is thought to result from a combination of overt beta cell loss and beta cell dysfunction. However, our understanding of how beta cell metabolic abnormalities arise during the pathogenesis of disease remains incomplete. Despite extensive research on the autoimmune nature of T1D, questions remain regarding the time frame and nature of beta cell destruction and dysfunction. This review focuses on the characterizations of beta cell dysfunction in the prediabetic and T1D human and mouse model. Studies have shown evidence supporting progressive loss of beta cell mass and function prior to T1D onset, while other scientists argue beta cell destruction occurs later in the disease process. Determining the time frame of beta cell destruction and identifying metabolic mechanisms that drive beta cell dysfunction has high potential for successful interventions to maintain insulin secretion for individuals with established T1D as well as those with prediabetes.
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Affiliation(s)
- Shuyao Zheng
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL 32610-0275
| | - Clayton E. Mathews
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL 32610-0275
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