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Roels S, Costa OR, Tersey SA, Stangé G, De Smet D, Balti EV, Gillard P, Keymeulen B, Ling Z, Pipeleers DG, Gorus FK, Mirmira RG, Martens GA. Combined Analysis of GAD65, miR-375, and Unmethylated Insulin DNA Following Islet Transplantation in Patients With T1D. J Clin Endocrinol Metab 2019; 104:451-460. [PMID: 30203041 PMCID: PMC6310912 DOI: 10.1210/jc.2017-02520] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2017] [Accepted: 07/30/2018] [Indexed: 02/07/2023]
Abstract
AIM Several biomarkers have been proposed to detect pancreatic β cell destruction in vivo but so far have not been compared for sensitivity and significance. METHODS We used islet transplantation as a model to compare plasma concentrations of miR-375, 65-kDa subunit of glutamate decarboxylase (GAD65), and unmethylated insulin DNA, measured at subpicomolar sensitivity, and study their discharge kinetics, power for outcome prediction, and detection of graft loss during follow-up. RESULTS At 60 minutes after transplantation, GAD65 and miR-375 consistently showed near-equimolar and correlated increases proportional to the number of implanted β cells. GAD65 and miR-375 showed comparable power to predict poor graft outcome at 2 months, with areas under the curve of 0.833 and 0.771, respectively (P = 0.53). Using receiver operating characteristic analysis, we defined likelihood ratios (LRs) for rationally selected result intervals. In GADA-negative recipients (n = 28), GAD65 <4.5 pmol/L (LR = 0.15) and >12.2 pmol/L (LR = ∞) predicted good and poor outcomes, respectively. miR-375 could be used in all recipients irrespective of GAD65 autoantibody status (n = 46), with levels <1.4 pmol/L (LR = 0.14) or >7.6 pmol/L (LR = 9.53) as dual thresholds. The posttransplant surge of unmethylated insulin DNA was inconsistent and unrelated to outcome. Combined measurement of these three biomarkers was also tested as liquid biopsy for β cell death during 2-month follow-up; incidental surges of GAD65, miR-375, and (un)methylated insulin DNA, alone or combined, were confidently detected but could not be related to outcome. CONCLUSIONS GAD65 and miR-375 performed equally well in quantifying early graft destruction and predicting graft outcome, outperforming unmethylated insulin DNA.
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Affiliation(s)
- Sarah Roels
- Diabetes Research Center, Brussels Free University, Brussels, Belgium
| | - Olivier R Costa
- Diabetes Research Center, Brussels Free University, Brussels, Belgium
- Department of Clinical Biology, University Hospital Brussels (UZ Brussel), Brussels, Belgium
| | - Sarah A Tersey
- Department of Pediatrics, IU Center for Diabetes and Metabolic Disease, Indiana University School of Medicine, Indianapolis, Indiana
| | - Geert Stangé
- Diabetes Research Center, Brussels Free University, Brussels, Belgium
| | - Dieter De Smet
- Department of Laboratory Medicine, AZ Delta, Roeselare, Belgium
| | - Eric V Balti
- Diabetes Research Center, Brussels Free University, Brussels, Belgium
| | - Pieter Gillard
- Department of Endocrinology, University Hospitals Leuven – Katholieke Universiteit Leuven, Leuven, Belgium
| | - Bart Keymeulen
- Diabetes Research Center, Brussels Free University, Brussels, Belgium
- Department of Clinical Biology, University Hospital Brussels (UZ Brussel), Brussels, Belgium
| | - Zhidong Ling
- Diabetes Research Center, Brussels Free University, Brussels, Belgium
- Department of Clinical Biology, University Hospital Brussels (UZ Brussel), Brussels, Belgium
| | | | - Frans K Gorus
- Diabetes Research Center, Brussels Free University, Brussels, Belgium
| | - Raghavendra G Mirmira
- Department of Pediatrics, IU Center for Diabetes and Metabolic Disease, Indiana University School of Medicine, Indianapolis, Indiana
- Departments of Biochemistry and Molecular Biology, Medicine, and Cellular and Integrative Physiology, Indiana University School of Medicine, Indianapolis, Indiana
| | - Geert A Martens
- Diabetes Research Center, Brussels Free University, Brussels, Belgium
- Department of Laboratory Medicine, AZ Delta, Roeselare, Belgium
- Correspondence and Reprint Requests: Geert A. Martens, MD, PhD, Diabetes Research Center, Vrije Universiteit Brussel, Laarbeeklaan 103, B-1090 Brussels, Belgium. E-mail:
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Abstract
PURPOSE OF REVIEW Islet transplantation, an important approach to achieve insulin independence for individuals with type 1 diabetes, is limited by the lack of accurate biomarkers to track beta-cell death post islet infusion. In this review, we will discuss existing and recently described biomarkers. RECENT FINDINGS As beta cells are killed by the immune system, fragments of beta cell-specific cell-free DNA and proteins are released into the periphery. Several different strategies to identify these fragments have been described. Some circulating, non-coding microRNAs, particularly miRNA-375 are also showing potential to reflect the rate of beta cell loss post-clinical islet transplantation. Recent advances in identifying accurate beta cell-specific biomarkers such as differentially methylated insulin cell-free DNA and circulating miRNA-375 may help predict clinical outcomes. More studies are required to examine the robustness of these biomarkers to detect chronic beta-cell loss in islet transplantation recipients.
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Affiliation(s)
- Fatimah T. AlRashidi
- Diabetes and Metabolism, Bristol Medical School, University of Bristol, Level 2, Learning and Research, Southmead Hospital, Bristol, BS10 5NB UK
| | - Kathleen M. Gillespie
- Diabetes and Metabolism, Bristol Medical School, University of Bristol, Level 2, Learning and Research, Southmead Hospital, Bristol, BS10 5NB UK
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Abstract
A disproportional increase of circulating GAD65 within hours from an intraportal islet allotransplantation has been validated as biomarker of beta cell loss and poor functional outcome. More sensitive assays are, however, needed to allow detection of episodes of subtle beta cell loss during late-stage graft rejection or in the peri-onset period of type 1 diabetes. We applied the same sandwich monoclonal antibody couple reactive towards the C- and N-terminus of GAD65 on three advanced immunoassay platforms—the Cytometric Bead Array (CBA, Becton, Dickinson and Company), ElectroChemiLuminescence ImmunoAssay (ECLIA, Meso Scale Discovery) and digital ELISA technology (Single Molecule Array—SIMOA, Quanterix. We then compared analytical performance (linearity, imprecision, limit of detection and functional sensitivity), correlation of results, and practicality. All evaluated techniques showed linearity up to at least 500 ng/dL (76.9 pmol/L). SIMOA achieved the lowest imprecision. The 3 platforms correlate well with each other and could all detect subpicomolar concentrations of GAD65 in plasma, but only SIMOA and CBA could quantify down to that range. SIMOA can achieve the highest sample throughput. The three methods tested allow sensitive detection of GAD65, but SIMOA appears best suited for automated quantification of subpicomolar concentrations.
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Abstract
PURPOSE OF REVIEW Transplantation of allogenic pancreatic islets is a minimally invasive treatment option to control severe hypoglycemia and dependence on exogenous insulin among type 1 diabetes (T1D) patients. This overview summarizes the current issues and progress in islet transplantation outcomes and research. RECENT FINDINGS Several clinical trials from North America and other countries have documented the safety and efficacy of clinical islet transplantation for T1D patients with impaired hypoglycemia awareness. A recently completed phase 3 clinical trial allows centres in the United States to apply for a Food and Drug Administration Biologics License for the procedure. Introduction of anti-inflammatory drugs along with T-cell depleting induction therapy has significantly improved long-term function of transplanted islets. Research into islet biomarkers, immunosuppression, extrahepatic transplant sites and potential alternative beta cell sources is driving further progress. SUMMARY Allogeneic islet transplantation has vastly improved over the past two decades. Success in restoration of glycemic control and hypoglycemic awareness after islet transplantation has been further highlighted by clinical trials. However, lack of effective strategies to maintain long-term islet function and insufficient sources of donor tissue still impose limitations to the widespread use of islet transplantation. In the United States, wide adoption of this technology still awaits regulatory approval and, importantly, a financial mechanism to support the use of this technology.
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Verification of γ-Amino-Butyric Acid (GABA) Signaling System Components in Periodontal Ligament Cells In Vivo and In Vitro. Cell Mol Neurobiol 2016; 36:1353-1363. [PMID: 26865191 DOI: 10.1007/s10571-016-0335-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2015] [Accepted: 01/25/2016] [Indexed: 12/16/2022]
Abstract
CNS key neurotransmitter γ-amino-butyric acid (GABA) and its signaling components are likewise detectable in non-neuronal tissues displaying inter alia immunomodulatory functions. This study aimed at identifying potential glutamate decarboxylase (GAD)65 and GABA receptor expression in periodontal ligament (PDL) cells in vivo and in vitro, with particular regard to inflammation and mechanical loading. Gene expression was analyzed in human PDL cells at rest or in response to IL-1ß (5 ng/ml) or TNFα (5 ng/ml) challenge via qRT-PCR. Western blot determined constitutive receptor expression, and confocal laser scanning fluorescence microscopy visualized expression changes induced by inflammation. ELISA quantified GAD65 release. Immunocytochemistry was performed for GABA component detection in vitro on mechanically loaded PDL cells, and in vivo on rat upper jaw biopsies with mechanically induced root resorptions. Statistical significance was set at p < 0.05. GABAB1, GABAB2, GABAA1, and GABAA3 were ubiquitously expressed both on gene and protein level. GABAA2 and GAD65 were undetectable in resting cells, but induced by inflammation. GABAB1 exhibited the highest basal gene expression (6.97 % ± 0.16). IL-1ß markedly increased GABAB2 on a transcriptional (57.28-fold ± 12.40) and protein level seen via fluorescence microscopy. TNFα-stimulated PDL cells released GAD65 (3.68 pg/ml ± 0.17 after 24 h, 5.77 pg/ml ± 0.65 after 48 h). Immunocytochemistry revealed GAD65 expression in mechanically loaded PDL cells. In vivo, GABA components were varyingly expressed in an inflammatory periodontal environment. PDL cells differentially express GABA signaling components and secrete GAD65. Inflammation and mechanical loading regulate these neurotransmitter molecules, which are also detectable in vivo and are potentially involved in periodontal pathophysiology.
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Costa OR, Stangé G, Verhaeghen K, Brackeva B, Nonneman E, Hampe CS, Ling Z, Pipeleers D, Gorus FK, Martens GA. Development of an Enhanced Sensitivity Bead-Based Immunoassay for Real-Time In Vivo Detection of Pancreatic β-Cell Death. Endocrinology 2015; 156:4755-60. [PMID: 26431226 PMCID: PMC5393343 DOI: 10.1210/en.2015-1636] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
There is a clinical need for plasma tests to detect and quantify the in vivo destruction of pancreatic β-cells in type 1 diabetes. We previously developed a time-resolved fluorescence immunoassay (TRFIA) to glutamate decarboxylase 65 kDa (GAD65) (GAD65-TRFIA) that was able to detect the synchronous necrotic destruction of transplanted β-cells in the hours after their infusion in the liver. This GAD65-TRFIA, however, lacked sensitivity to detect continued β-cell rejection beyond this acute phase. The aim of present study was to gain at least an order of magnitude in analytical sensitivity by switching to Becton Dickinson cytometric bead array (CBA) (GAD65-CBA) enhanced sensitivity format, using the same couple of monoclonal antibodies. We compared the performances of GAD65-CBA and GAD65-TRFIA using Clinical and Laboratory Standards Institute protocols for linearity, imprecision, specificity, limit of detection, and functional sensitivity. We conducted a method comparison and assessed the biologic potential on samples from human recipients of islet grafts. The GAD65-CBA showed acceptable linearity and imprecision. Switching from TRFIA to CBA lowered functional sensitivity by a factor 35 and lowered limit of detection by a factor 11 with minimal need for method optimization. The enhanced sensitivity greatly expands the application domain of our biomarker and allowed for the first time to detect ongoing β-cell destruction up to at least 1 day after islet transplantation. We conclude that the GAD65-CBA is suitable for biological and clinical assessment of the real-time destruction of β-cells in intraportal transplantation.
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Affiliation(s)
- Olivier R Costa
- Diabetes Research Center (O.C., G.S., B.B., E.N., Z.L., D.P., F.K.G., G.A.M.), Brussels Free University and Department of Clinical Chemistry and Radio-Immunology (O.C., K.V., B.B., F.K.G., G.A.M.), Universitair Ziekenhuis Brussel, B1090 Brussels, Belgium; and Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109-4725
| | - Geert Stangé
- Diabetes Research Center (O.C., G.S., B.B., E.N., Z.L., D.P., F.K.G., G.A.M.), Brussels Free University and Department of Clinical Chemistry and Radio-Immunology (O.C., K.V., B.B., F.K.G., G.A.M.), Universitair Ziekenhuis Brussel, B1090 Brussels, Belgium; and Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109-4725
| | - Katrijn Verhaeghen
- Diabetes Research Center (O.C., G.S., B.B., E.N., Z.L., D.P., F.K.G., G.A.M.), Brussels Free University and Department of Clinical Chemistry and Radio-Immunology (O.C., K.V., B.B., F.K.G., G.A.M.), Universitair Ziekenhuis Brussel, B1090 Brussels, Belgium; and Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109-4725
| | - Benedicte Brackeva
- Diabetes Research Center (O.C., G.S., B.B., E.N., Z.L., D.P., F.K.G., G.A.M.), Brussels Free University and Department of Clinical Chemistry and Radio-Immunology (O.C., K.V., B.B., F.K.G., G.A.M.), Universitair Ziekenhuis Brussel, B1090 Brussels, Belgium; and Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109-4725
| | - Ellen Nonneman
- Diabetes Research Center (O.C., G.S., B.B., E.N., Z.L., D.P., F.K.G., G.A.M.), Brussels Free University and Department of Clinical Chemistry and Radio-Immunology (O.C., K.V., B.B., F.K.G., G.A.M.), Universitair Ziekenhuis Brussel, B1090 Brussels, Belgium; and Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109-4725
| | - Christiane S Hampe
- Diabetes Research Center (O.C., G.S., B.B., E.N., Z.L., D.P., F.K.G., G.A.M.), Brussels Free University and Department of Clinical Chemistry and Radio-Immunology (O.C., K.V., B.B., F.K.G., G.A.M.), Universitair Ziekenhuis Brussel, B1090 Brussels, Belgium; and Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109-4725
| | - Zhidong Ling
- Diabetes Research Center (O.C., G.S., B.B., E.N., Z.L., D.P., F.K.G., G.A.M.), Brussels Free University and Department of Clinical Chemistry and Radio-Immunology (O.C., K.V., B.B., F.K.G., G.A.M.), Universitair Ziekenhuis Brussel, B1090 Brussels, Belgium; and Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109-4725
| | - Daniel Pipeleers
- Diabetes Research Center (O.C., G.S., B.B., E.N., Z.L., D.P., F.K.G., G.A.M.), Brussels Free University and Department of Clinical Chemistry and Radio-Immunology (O.C., K.V., B.B., F.K.G., G.A.M.), Universitair Ziekenhuis Brussel, B1090 Brussels, Belgium; and Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109-4725
| | - Frans K Gorus
- Diabetes Research Center (O.C., G.S., B.B., E.N., Z.L., D.P., F.K.G., G.A.M.), Brussels Free University and Department of Clinical Chemistry and Radio-Immunology (O.C., K.V., B.B., F.K.G., G.A.M.), Universitair Ziekenhuis Brussel, B1090 Brussels, Belgium; and Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109-4725
| | - Geert A Martens
- Diabetes Research Center (O.C., G.S., B.B., E.N., Z.L., D.P., F.K.G., G.A.M.), Brussels Free University and Department of Clinical Chemistry and Radio-Immunology (O.C., K.V., B.B., F.K.G., G.A.M.), Universitair Ziekenhuis Brussel, B1090 Brussels, Belgium; and Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109-4725
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Ling Z, De Pauw P, Jacobs-Tulleneers-Thevissen D, Mao R, Gillard P, Hampe CS, Martens GA, In't Veld P, Lernmark Å, Keymeulen B, Gorus F, Pipeleers D. Plasma GAD65, a Marker for Early β-Cell Loss After Intraportal Islet Cell Transplantation in Diabetic Patients. J Clin Endocrinol Metab 2015; 100:2314-21. [PMID: 25816051 PMCID: PMC5393519 DOI: 10.1210/jc.2015-1216] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
CONTEXT AND OBJECTIVE Intraportal islet transplantation can restore insulin production in type 1 diabetes patients, but its effect is subject to several interfering processes. To assess the influence of β-cell loss before and during engraftment, we searched for a real-time marker of β-cell destruction. Previous studies showed that 65-kDa isoform of glutamate decarboxylase (GAD65) is discharged by chemically damaged rat β-cells. We therefore examined the utility of the GAD65 assay to detect and quantify destruction of human β-cells in vitro and in vivo. DESIGN AND PARTICIPANTS A time-resolved fluorescence immunoassay was used to measure GAD65 discharge from β-cells after administration of toxins or after intraportal transplantation. The study in patients involved type 1 diabetes recipients of 56 implants. RESULTS GAD65 was discharged from cultured human β-cells between 4 and 24 hours after acute insult and proportional to the number of dying cells. It was also detected in plasma during the first 24 hours after intraportal transplantation of human islet cell grafts. Diabetic nude rat recipients without hyperglycemic correction exhibited higher plasma GAD65 levels than those with normalization. In type 1 diabetes recipients of grafts with 2-5 × 10(6) β-cells per kilogram of body weight, five of six with plasma GAD65 greater than 1 ng/mL failed to increase plasma C-peptide by greater than 0.5 ng/mL at posttransplant month 2, whereas five of six with undetectable plasma GAD 65 and 15 of 19 with intermediate levels did result in such increase. CONCLUSION Plasma GAD65 qualifies as a marker for early β-cell loss after intraportal transplantation. Further studies are needed to extend its clinical utility.
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Affiliation(s)
- Zhidong Ling
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Pieter De Pauw
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Daniel Jacobs-Tulleneers-Thevissen
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Rui Mao
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Pieter Gillard
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Christiane S Hampe
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Geert A Martens
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Peter In't Veld
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Åke Lernmark
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Bart Keymeulen
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Frans Gorus
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
| | - Daniel Pipeleers
- Diabetes Research Center and Universitair Ziekenhuis Brussel (Z.L., P.D.P., D.J.-T.-T., R.M., G.A.M., P.I.V., B.K., F.G., D.P.), Brussels Free University-VUB, B-1090 Brussels, Belgium; Department of Endocrinology (P.G.), Universitair Ziekenhuis Gasthuisberg, Katholieke Universiteit Leuven-KUL, B-3000 Leuven, Belgium; Department of Medicine (C.S.H.), University of Washington, Seattle, Washington 98109; and Department of Clinical Sciences (Å.L.), Lund University, Skåne University Hospital, SE-20502 Malmö, Sweden
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Brackeva B, De Punt V, Kramer G, Costa O, Verhaeghen K, Stangé G, Sadones J, Xavier C, Aerts JMFG, Gorus FK, Martens GA. Potential of UCHL1 as biomarker for destruction of pancreatic beta cells. J Proteomics 2015; 117:156-67. [PMID: 25638021 DOI: 10.1016/j.jprot.2015.01.009] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2014] [Revised: 12/09/2014] [Accepted: 01/09/2015] [Indexed: 01/08/2023]
Abstract
UNLABELLED There is a clinical need for plasma tests for real-time detection of beta cell destruction, as surrogate endpoint in islet transplantation and immunoprevention trials in type 1 diabetes. This study reports on the use of label-free LC-MS/MS proteomics for bottom-up selection of candidate biomarkers. Ubiquitin COOH-terminal hydrolase 1 (UCHL1) was identified as abundant protein in rat and human beta cells, showing promising beta cell-selectivity, and was selected for further validation in standardized toxicity models. In vitro, H2O2-induced necrosis of INS-1 cells and human islets resulted in intracellular UCHL1 depletion and its extracellular discharge. In vivo, streptozotocin progressively depleted UCHL1 from islet cores and in 50% of animals, an associated plasma UCHL1 surge was detected preceding the GAD65 peak. UCHL1 was cleared with a half-life of 20min. Whole-body dynamic planar imaging of (99m)-Technetium-labeled UCHL1 indicated a rapid UCHL1 uptake in the liver and spleen, followed by urinary excretion of mainly proteolytic UCHL1 fragments. We conclude that LC-MS/MS proteomics is a useful tool to prioritize biomarkers for beta cell injury with promising molar abundance. Despite its consistent UCHL1 discharge by damaged beta cells in vitro, its in vivo use might be restrained by its rapid elimination from plasma. BIOLOGICAL SIGNIFICANCE Our bottom-up LC-MS/MS proteomics represents a pragmatic approach to identify protein-type biomarkers of pancreatic beta cell injury. UCHL1 successfully passed sequential validation steps of beta cell-selectivity, antigenicity and toxic discharge in vitro. Whole-body dynamic planar imaging of radiolabeled recombinant UCHL1 indicated rapid clearance through the liver, spleen and urinary excretion of proteolytic fragments, likely explaining non-consistent detection in vivo. Integration of kinetic biomarker clearance studies in the a priori selection criteria is recommended before engaging in resource-intensive custom development of sensitive immunoassays for clinical translation.
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Affiliation(s)
- B Brackeva
- Diabetes Research Center, Vrije Universiteit Brussel (VUB), Belgium; Department of Clinical Chemistry and Radio-immunology, Universitair Ziekenhuis Brussel, Belgium
| | - V De Punt
- Diabetes Research Center, Vrije Universiteit Brussel (VUB), Belgium; Department of Clinical Chemistry and Radio-immunology, Universitair Ziekenhuis Brussel, Belgium
| | - G Kramer
- Department of Medical Biochemistry, Academisch Medisch Centrum, Amsterdam, Netherlands
| | - O Costa
- Department of Clinical Chemistry and Radio-immunology, Universitair Ziekenhuis Brussel, Belgium
| | - K Verhaeghen
- Department of Clinical Chemistry and Radio-immunology, Universitair Ziekenhuis Brussel, Belgium
| | - G Stangé
- Diabetes Research Center, Vrije Universiteit Brussel (VUB), Belgium
| | - J Sadones
- Department of Anatomopathology, Universitair Ziekenhuis Brussel, Belgium
| | - C Xavier
- In Vivo Cellular and Molecular Imaging Laboratory (ICMI), Vrije Universiteit Brussel (VUB), Belgium
| | - J M F G Aerts
- Department of Medical Biochemistry, Academisch Medisch Centrum, Amsterdam, Netherlands
| | - F K Gorus
- Department of Clinical Chemistry and Radio-immunology, Universitair Ziekenhuis Brussel, Belgium
| | - G A Martens
- Diabetes Research Center, Vrije Universiteit Brussel (VUB), Belgium; Department of Clinical Chemistry and Radio-immunology, Universitair Ziekenhuis Brussel, Belgium.
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9
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Jiang L, Brackeva B, Ling Z, Kramer G, Aerts JM, Schuit F, Keymeulen B, Pipeleers D, Gorus F, Martens GA. Potential of protein phosphatase inhibitor 1 as biomarker of pancreatic β-cell injury in vitro and in vivo. Diabetes 2013; 62:2683-8. [PMID: 23557701 PMCID: PMC3717856 DOI: 10.2337/db12-1507] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
There is a need for plasma-based tests that can directly measure the extent of β-cell injury in vivo in patients receiving islet grafts and in animal models. In this study, we propose protein phosphatase 1, regulatory (inhibitor) subunit 1A (PPP1R1A) as a novel biomarker for acute β-cell destruction. Liquid chromatography-tandem mass spectrometry proteome analysis of fluorescence-activated cell sorter-purified β-cells, tissue-comparative Western blotting, and immunohistochemistry indicated relatively high molar abundance and selectivity of PPP1R1A in β-cells. PPP1R1A was discharged into the extracellular space of chemically injured rat and human islets in vitro, proportionate to the extent of β-cell death. Streptozotocin injection in rats led to a progressive PPP1R1A depletion from the cytoplasm of disintegrating β-cells and a marked surge in plasma levels detectable by an affinity-capture method. A similar massive PPP1R1A discharge in blood was also detected in three patients immediately after intraportal islet transplantation. Our findings provide first proof-of-principle for PPP1R1A as real-time biomarker of β-cell destruction in animal models and patients and warrant development of more sensitive methods for its further validation in clinical trials.
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Affiliation(s)
- Lei Jiang
- Diabetes Research Center, Vrije Universiteit Brussel, Brussels, Belgium
| | - Benedicte Brackeva
- Diabetes Research Center, Vrije Universiteit Brussel, Brussels, Belgium
- Department of Clinical Chemistry and Radioimmunology, Universitair Ziekenhuis Brussel, Brussels, Belgium
| | - Zhidong Ling
- Diabetes Research Center, Vrije Universiteit Brussel, Brussels, Belgium
| | - Gertjan Kramer
- Department of Medical Biochemistry, Academisch Medisch Centrum, Amsterdam, the Netherlands
| | - Johannes M. Aerts
- Department of Medical Biochemistry, Academisch Medisch Centrum, Amsterdam, the Netherlands
| | - Frans Schuit
- Gene Expression Unit, Department of Molecular Cell Biology, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Bart Keymeulen
- Diabetes Research Center, Vrije Universiteit Brussel, Brussels, Belgium
| | - Daniel Pipeleers
- Diabetes Research Center, Vrije Universiteit Brussel, Brussels, Belgium
| | - Frans Gorus
- Diabetes Research Center, Vrije Universiteit Brussel, Brussels, Belgium
- Department of Clinical Chemistry and Radioimmunology, Universitair Ziekenhuis Brussel, Brussels, Belgium
| | - Geert A. Martens
- Diabetes Research Center, Vrije Universiteit Brussel, Brussels, Belgium
- Department of Clinical Chemistry and Radioimmunology, Universitair Ziekenhuis Brussel, Brussels, Belgium
- Corresponding author: Geert A. Martens,
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10
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LC-MS/MS identification of doublecortin as abundant beta cell-selective protein discharged by damaged beta cells in vitro. J Proteomics 2013; 80:268-80. [PMID: 23337804 DOI: 10.1016/j.jprot.2012.12.031] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2012] [Revised: 12/14/2012] [Accepted: 12/26/2012] [Indexed: 02/06/2023]
Abstract
There is a clinical need for plasma tests that can directly detect injury to pancreatic beta cells in type 1 diabetes. Such tests require biomarkers that are abundantly and selectively released into plasma by damaged beta cells. We combined LC-MS/MS proteomics and tissue-comparative transcriptomics of FACS-purified beta cells for bottom-up identification of candidate markers. Less than 10% of 467 proteins detected in beta cells showed endocrine-enriched expression. One surprising candidate was the neuronal migration marker doublecortin: in situ analysis revealed uniform doublecortin expression in the cytoplasm of all beta cells. Western blotting and real-time PCR confirmed its strong beta cell-selectivity outside the brain and its high molar abundance, indicating promising biomarker properties in comparison to GAD65, a more established marker of beta cell injury. DCX potential was validated in vitro: chemically-induced necrosis of rat and human beta cells led to a discharge of intracellular doublecortin into the extracellular space, proportionate to the amount of injured cells, and similar to GAD65. In vivo, recombinant DCX showed favorable pharmacokinetic properties, with a half-life in plasma of around 3h. Combined, our findings provide first proof-of-principle for doublecortin as biomarker for beta cell injury in vitro, advocating its further validation as biomarker in vivo.
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11
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Neutzsky-Wulff AV, Andreassen KV, Hjuler ST, Feigh M, Bay-Jensen AC, Zheng Q, Henriksen K, Karsdal MA. Future detection and monitoring of diabetes may entail analysis of both β-cell function and volume: how markers of β-cell loss may assist. J Transl Med 2012; 10:214. [PMID: 23110768 PMCID: PMC3499140 DOI: 10.1186/1479-5876-10-214] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2012] [Accepted: 10/18/2012] [Indexed: 12/21/2022] Open
Abstract
Disease heterogeneity is as major issue in Type II Diabetes Mellitus (T2DM), and this patient inter-variability might not be sufficiently reflected by measurements of glycated haemoglobin (HbA1c).Β-cell dysfunction and β-cell death are initiating factors in development of T2DM. In fact, β-cells are known vanish prior to the development of T2DM, and autopsy of overt T2DM patients have shown a 60% reduction in β-cell mass.As the decline in β-cell function and mass have been proven to be pathological traits in T2DM, methods for evaluating β-cell loss is becoming of more interest. However, evaluation of β-cell death or loss is currently invasive and unattainable for the vast majority of diabetes patients. Serological markers, reflecting β-cell loss would be advantageous to detect and monitor progression of T2DM. Biomarkers with such capacities could be neo-epitopes of proteins with high β-cell specificity containing post translational modifications. Such tools may segregate T2DM patients into more appropriate treatment groups, based on their β-cell status, which is currently not possible. Presently individuals presenting with adequately elevated levels of both insulin and glucose are classified as T2DM patients, while an important subdivision of those is pending, namely those patients with sufficient β-cell capacity and those without. This may warrant two very different treatment options and patient care paths.Serological biomarkers reflecting β-cell health status may also assist development of new drugs for T2DM and aid physicians in better characterization of individual patients and tailor individual treatments and patient care protocols.
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Affiliation(s)
| | - Kim V Andreassen
- Nordic Bioscience A/S, Herlev Hovedgade 207, DK-2730, Herlev, Denmark
| | - Sara T Hjuler
- Nordic Bioscience A/S, Herlev Hovedgade 207, DK-2730, Herlev, Denmark
| | - Michael Feigh
- Nordic Bioscience A/S, Herlev Hovedgade 207, DK-2730, Herlev, Denmark
| | | | | | - Kim Henriksen
- Nordic Bioscience A/S, Herlev Hovedgade 207, DK-2730, Herlev, Denmark
| | - Morten A Karsdal
- Nordic Bioscience A/S, Herlev Hovedgade 207, DK-2730, Herlev, Denmark
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12
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Martens GA, Jiang L, Hellemans KH, Stangé G, Heimberg H, Nielsen FC, Sand O, Van Helden J, Van Lommel L, Schuit F, Gorus FK, Pipeleers DG. Clusters of conserved beta cell marker genes for assessment of beta cell phenotype. PLoS One 2011; 6:e24134. [PMID: 21912665 PMCID: PMC3166300 DOI: 10.1371/journal.pone.0024134] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2011] [Accepted: 08/01/2011] [Indexed: 12/02/2022] Open
Abstract
Background and Methodology The aim of this study was to establish a gene expression blueprint of pancreatic beta cells conserved from rodents to humans and to evaluate its applicability to assess shifts in the beta cell differentiated state. Genome-wide mRNA expression profiles of isolated beta cells were compared to those of a large panel of other tissue and cell types, and transcripts with beta cell-abundant and -selective expression were identified. Iteration of this analysis in mouse, rat and human tissues generated a panel of conserved beta cell biomarkers. This panel was then used to compare isolated versus laser capture microdissected beta cells, monitor adaptations of the beta cell phenotype to fasting, and retrieve possible conserved transcriptional regulators. Principal Findings A panel of 332 conserved beta cell biomarker genes was found to discriminate both isolated and laser capture microdissected beta cells from all other examined cell types. Of all conserved beta cell-markers, 15% were strongly beta cell-selective and functionally associated to hormone processing, 15% were shared with neuronal cells and associated to regulated synaptic vesicle transport and 30% with immune plus gut mucosal tissues reflecting active protein synthesis. Fasting specifically down-regulated the latter cluster, but preserved the neuronal and strongly beta cell-selective traits, indicating preserved differentiated state. Analysis of consensus binding site enrichment indicated major roles of CREB/ATF and various nutrient- or redox-regulated transcription factors in maintenance of differentiated beta cell phenotype. Conclusions Conserved beta cell marker genes contain major gene clusters defined by their beta cell selectivity or by their additional abundance in either neural cells or in immune plus gut mucosal cells. This panel can be used as a template to identify changes in the differentiated state of beta cells.
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Affiliation(s)
- Geert A Martens
- Diabetes Research Center, Vrije Universiteit Brussel, Brussels, Belgium.
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13
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Suckow AT, Craige B, Faundez V, Cain WJ, Chessler SD. An AP-3-dependent mechanism drives synaptic-like microvesicle biogenesis in pancreatic islet beta-cells. Am J Physiol Endocrinol Metab 2010; 299:E23-32. [PMID: 20442321 PMCID: PMC2904044 DOI: 10.1152/ajpendo.00664.2009] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2009] [Accepted: 04/29/2010] [Indexed: 11/22/2022]
Abstract
Pancreatic islet beta-cells contain synaptic-like microvesicles (SLMVs). The origin, trafficking, and role of these SLMVs are poorly understood. In neurons, synaptic vesicle (SV) biogenesis is mediated by two different cytosolic adaptor protein complexes, a ubiquitous AP-2 complex and the neuron-specific AP-3B complex. Mice lacking AP-3B subunits exhibit impaired GABAergic (inhibitory) neurotransmission and reduced neuronal vesicular GABA transporter (VGAT) content. Since beta-cell maturation and exocytotic function seem to parallel that of the inhibitory synapse, we predicted that AP-3B-associated vesicles would be present in beta-cells. Here, we test the hypothesis that AP-3B is expressed in islets and mediates beta-cell SLMV biogenesis. A secondary aim was to test whether the sedimentation properties of INS-1 beta-cell microvesicles are identical to those of bona fide SLMVs isolated from PC12 cells. Our results show that the two neuron-specific AP-3 subunits beta3B and mu3B are expressed in beta-cells, the first time these proteins have been found to be expressed outside the nervous system. We found that beta-cell SLMVs share the same sedimentation properties as PC12 SLMVs and contain SV proteins that sort specifically to AP-3B-associated vesicles in the brain. Brefeldin A, a drug that interferes with AP-3-mediated SV biogenesis, inhibits the delivery of AP-3 cargoes to beta-cell SLMVs. Consistent with a role for AP-3 in the biogenesis of GABAergic SLMV in beta-cells, INS-1 cell VGAT content decreases upon inhibition of AP-3 delta-subunit expression. Our findings suggest that beta-cells and neurons share molecules and mechanisms important for mediating the neuron-specific membrane trafficking pathways that underlie synaptic vesicle formation.
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Affiliation(s)
- Arthur T Suckow
- 1Department of Medicine and Pediatric Diabetes Research Center, University of California-San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0983, USA
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La Torre D, Lernmark A. Immunology of beta-cell destruction. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2010; 654:537-83. [PMID: 20217514 DOI: 10.1007/978-90-481-3271-3_24] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The pancreatic islet beta-cells are the target for an autoimmune process that eventually results in an inability to control blood glucose due to the lack of insulin. The different steps that eventually lead to the complete loss of the beta-cells are reviewed to include the very first step of a triggering event that initiates the development of beta-cell autoimmunity to the last step of appearance of islet-cell autoantibodies, which may mark that insulitis is about to form. The observations that the initial beta-cell destruction by virus or other environmental factors triggers islet autoimmunity not in the islets but in the draining pancreatic lymph nodes are reviewed along with possible basic mechanisms of loss of tolerance to islet autoantigens. Once islet autoimmunity is established the question is how beta-cells are progressively killed by autoreactive lymphocytes which eventually results in chronic insulitis. Many of these series of events have been dissected in spontaneously diabetic mice or rats, but controlled clinical trials have shown that rodent observations are not always translated into mechanisms in humans. Attempts are therefore needed to clarify the step 1 triggering mechanisms and the step to chronic autoimmune insulitis to develop evidence-based treatment approaches to prevent type 1 diabetes.
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Affiliation(s)
- Daria La Torre
- Lund University, CRC, Department of Clinical Sciences, University Hospital MAS, SE-205 02, Malmö, Sweden.
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Affiliation(s)
- Simon A Hinke
- Vollum Institute, Oregon Health and Science University (MRB322/L-474), 3181 Southwest Sam Jackson Park Road, Portland, OR 97239, USA.
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