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Puskar A, Saadah B, Rauf A, Kasperek SR, Umair M. A primer on contrast agents for magnetic resonance imaging of post‐procedural and follow‐up imaging of islet cell transplant. NANO SELECT 2023. [DOI: 10.1002/nano.202200147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/10/2023] Open
Affiliation(s)
- Anessa Puskar
- Carle Illinois College of Medicine Urbana‐Champaign Urbana Illinois USA
| | - Bara Saadah
- Carle Illinois College of Medicine Urbana‐Champaign Urbana Illinois USA
| | - Asad Rauf
- Carle Illinois College of Medicine Urbana‐Champaign Urbana Illinois USA
| | | | - Muhammad Umair
- Department of Radiology Johns Hopkins Baltimore Maryland USA
- Department of Biomedical Engineering University of Illinois Urbana‐Champaign Urbana Illinois USA
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Application of Nanoparticles: Diagnosis, Therapeutics, and Delivery of Insulin/Anti-Diabetic Drugs to Enhance the Therapeutic Efficacy of Diabetes Mellitus. LIFE (BASEL, SWITZERLAND) 2022; 12:life12122078. [PMID: 36556443 PMCID: PMC9783843 DOI: 10.3390/life12122078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 11/16/2022] [Accepted: 12/08/2022] [Indexed: 12/14/2022]
Abstract
Diabetes mellitus (DM) is a chronic metabolic disorder of carbohydrates, lipids, and proteins due to a deficiency of insulin secretion or failure to respond to insulin secreted from pancreatic cells, which leads to high blood glucose levels. DM is one of the top four noncommunicable diseases and causes of death worldwide. Even though great achievements were made in the management and treatment of DM, there are still certain limitations, mainly related to the early diagnosis, and lack of appropriate delivery of insulin and other anti-diabetic agents. Nanotechnology is an emerging field in the area of nanomedicine and NP based anti-diabetic agent delivery is reported to enhance efficacy by increasing bioavailability and target site accumulation. Moreover, theranostic NPs can be used as diagnostic tools for the early detection and prevention of diseases owing to their unique biological, physiochemical, and magnetic properties. NPs have been synthesized from a variety of organic and inorganic materials including polysaccharides, dendrimers, proteins, lipids, DNA, carbon nanotubes, quantum dots, and mesoporous materials within the nanoscale size. This review focuses on the role of NPs, derived from organic and inorganic materials, in the diagnosis and treatment of DM.
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Nucleic acid-based theranostics in type 1 diabetes. Transl Res 2019; 214:50-61. [PMID: 31491371 DOI: 10.1016/j.trsl.2019.08.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Revised: 08/01/2019] [Accepted: 08/17/2019] [Indexed: 12/12/2022]
Abstract
Application of RNAi interference for type 1 diabetes (T1D) therapy bears tremendous potential. This review will discuss vehicles for oligonucleotide delivery, imaging modalities used for delivery monitoring, therapeutic targets, and different theranostic strategies that can be applied for T1D treatment.
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Taghian T, Metelev VG, Zhang S, Bogdanov AA. Imaging NF-κB activity in a murine model of early stage diabetes. FASEB J 2019; 34:1198-1210. [PMID: 31914655 DOI: 10.1096/fj.201801147r] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Revised: 09/23/2019] [Accepted: 10/08/2019] [Indexed: 11/11/2022]
Abstract
Early pro-inflammatory signaling in the endocrine pancreas involves activation of NF-κB, which is believed to be important for determining the ultimate fate of β-cells and hence progression of type 1 diabetes (T1D). Thus, early non-invasive detection of NF-κB in pancreatic islets may serve as a potential strategy for monitoring early changes in pancreatic endocrine cells eventually leading to T1D. We investigated the feasibility of optical imaging of NF-κB transcription factor activation induced by low-dose streptozocin (LD-STZ) treatment in the immunocompetent SKH1 mouse model of early stage diabetes. In this model, we showed that the levels of NF-κB may be visualized and measured by fluorescence intensity of specific near-infrared (NIR) fluorophore-labeled oligodeoxyribonucleotide duplex (ODND) probes. In addition, NF-κB activation following LD-STZ treatment was validated using immunofluorescence and transgenic animals expressing NF-κB inducible imaging reporter. We showed that LD-STZ-treated SKH1 mice had significantly higher (2-3 times, P < .01) specific NIR FI in the nuclei and cytoplasm of islets cells than in non-treated control mice and this finding was corroborated by immunoblotting and electrophoretic mobility shift assays. Finally, using semi-quantitative confocal analysis of non-fixed pancreatic islet microscopy we demonstrated that ODND probes may be used to distinguish between the islets with high levels of NF-κB transcription factor and control islet cells.
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Affiliation(s)
- Toloo Taghian
- Department of Radiology, University of Massachusetts Medical School, Worcester, MA, USA
| | - Valeriy G Metelev
- Department of Radiology, University of Massachusetts Medical School, Worcester, MA, USA.,Department of Chemistry, Moscow State University, Moscow, Russian Federation
| | - Surong Zhang
- Department of Radiology, University of Massachusetts Medical School, Worcester, MA, USA
| | - Alexei A Bogdanov
- Department of Radiology, University of Massachusetts Medical School, Worcester, MA, USA
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Yin T, Liu Y, Peeters R, Feng Y, Ni Y. Pancreatic imaging: Current status of clinical practices and small animal studies. World J Methodol 2017; 7:101-107. [PMID: 29026690 PMCID: PMC5618143 DOI: 10.5662/wjm.v7.i3.101] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2017] [Revised: 08/22/2017] [Accepted: 09/04/2017] [Indexed: 02/06/2023] Open
Abstract
Different causative factors acting on the pancreas can result in diseases such as pancreatitis, diabetes and pancreatic tumors. The high incidence and mortality of pancreatic diseases have placed diagnostic imaging in a crucial position in daily clinical practice. In this mini-review article different pancreatic imaging techniques are discussed, from the standard clinical imaging modalities and state of the art clinical magnetic resonance imaging techniques to current situations in pre-clinical pancreatic imaging studies. In particular, the challenges of pre-clinical rodent pancreatic imaging are addressed, with both the image acquisition techniques and the post-processing methods for rodent pancreatic imaging elaborated.
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Affiliation(s)
- Ting Yin
- Department of Imaging and Pathology, Biomedical Sciences Group, KU Leuven, 3000 Leuven, Belgium
| | - Yewei Liu
- Department of Imaging and Pathology, Biomedical Sciences Group, KU Leuven, 3000 Leuven, Belgium
| | - Ronald Peeters
- Department of Imaging and Pathology, Biomedical Sciences Group, KU Leuven, 3000 Leuven, Belgium
| | - Yuanbo Feng
- Department of Imaging and Pathology, Biomedical Sciences Group, KU Leuven, 3000 Leuven, Belgium
| | - Yicheng Ni
- Department of Imaging and Pathology, Biomedical Sciences Group, KU Leuven, 3000 Leuven, Belgium
- Department of Radiology, University Hospitals, KU Leuven, 3000 Leuven, Belgium
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Berclaz C, Szlag D, Nguyen D, Extermann J, Bouwens A, Marchand PJ, Nilsson J, Schmidt-Christensen A, Holmberg D, Grapin-Botton A, Lasser T. Label-free fast 3D coherent imaging reveals pancreatic islet micro-vascularization and dynamic blood flow. BIOMEDICAL OPTICS EXPRESS 2016; 7:4569-4580. [PMID: 27895996 PMCID: PMC5119596 DOI: 10.1364/boe.7.004569] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Revised: 09/16/2016] [Accepted: 10/03/2016] [Indexed: 05/14/2023]
Abstract
In diabetes, pancreatic β-cells play a key role. These cells are clustered within structures called islets of Langerhans inside the pancreas and produce insulin, which is directly secreted into the blood stream. The dense vascularization of islets of Langerhans is critical for maintaining a proper regulation of blood glucose homeostasis and is known to be affected from the early stage of diabetes. The deep localization of these islets inside the pancreas in the abdominal cavity renders their in vivo visualization a challenging task. A fast label-free imaging method with high spatial resolution is required to study the vascular network of islets of Langerhans. Based on these requirements, we developed a label-free and three-dimensional imaging method for observing islets of Langerhans using extended-focus Fourier domain Optical Coherence Microscopy (xfOCM). In addition to structural imaging, this system provides three-dimensional vascular network imaging and dynamic blood flow information within islets of Langerhans. We propose our method to deepen the understanding of the interconnection between diabetes and the evolution of the islet vascular network.
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Affiliation(s)
- Corinne Berclaz
- Laboratoire d’Optique Biomédicale, Ecole Polytechnique Fédérale de Lausanne (EPFL),1015 Lausanne,
Switzerland
| | - Daniel Szlag
- Laboratoire d’Optique Biomédicale, Ecole Polytechnique Fédérale de Lausanne (EPFL),1015 Lausanne,
Switzerland
| | - David Nguyen
- Laboratoire d’Optique Biomédicale, Ecole Polytechnique Fédérale de Lausanne (EPFL),1015 Lausanne,
Switzerland
| | - Jérôme Extermann
- Laboratoire d’Optique Biomédicale, Ecole Polytechnique Fédérale de Lausanne (EPFL),1015 Lausanne,
Switzerland
- Hepia, University of Applied Science of Western Switzerland, 1202 Genève,
Switzerland
| | - Arno Bouwens
- Laboratoire d’Optique Biomédicale, Ecole Polytechnique Fédérale de Lausanne (EPFL),1015 Lausanne,
Switzerland
| | - Paul J. Marchand
- Laboratoire d’Optique Biomédicale, Ecole Polytechnique Fédérale de Lausanne (EPFL),1015 Lausanne,
Switzerland
| | | | | | - Dan Holmberg
- EMV Immunology, Lund University, 22100 Lund,
Sweden
| | | | - Theo Lasser
- Laboratoire d’Optique Biomédicale, Ecole Polytechnique Fédérale de Lausanne (EPFL),1015 Lausanne,
Switzerland
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Berclaz C, Schmidt-Christensen A, Szlag D, Extermann J, Hansen L, Bouwens A, Villiger M, Goulley J, Schuit F, Grapin-Botton A, Lasser T, Holmberg D. Longitudinal three-dimensional visualisation of autoimmune diabetes by functional optical coherence imaging. Diabetologia 2016; 59:550-9. [PMID: 26613896 DOI: 10.1007/s00125-015-3819-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2015] [Accepted: 10/30/2015] [Indexed: 10/22/2022]
Abstract
AIMS/HYPOTHESIS It is generally accepted that structural and functional quantitative imaging of individual islets would be beneficial to elucidate the pathogenesis of type 1 diabetes. We here introduce functional optical coherence imaging (FOCI) for fast, label-free monitoring of beta cell destruction and associated alterations of islet vascularisation. METHODS NOD mouse and human islets transplanted into the anterior chamber of the eye (ACE) were imaged with FOCI, in which the optical contrast of FOCI is based on intrinsic variations of the index of refraction resulting in a faster tomographic acquisition. In addition, the phase sensitivity allows simultaneous label-free acquisition of vascularisation. RESULTS We demonstrate that FOCI allows longitudinal quantification of progressive autoimmune insulitis, including the three-dimensional quantification of beta cell volume, inflammation and vascularisation. The substantially increased backscattering of islets is dominated by the insulin-zinc nanocrystals in the beta cell granules. This translates into a high specificity for the functional beta cell volume of islets. Applying FOCI to a spontaneous mouse model of type 1 diabetes, we quantify the modifications of the pancreatic microvasculature accompanying the progression of diabetes and reveal a strong correlation between increasing insulitis and density of the vascular network of the islet. CONCLUSIONS/INTERPRETATION FOCI provides a novel imaging technique for investigating functional and structural diabetes-induced alterations of the islets. The label-free detection of beta cell volume and infiltration together with vascularisation offers a unique extension to study ACE-transplanted human islets. These results are contributing to a deeper understanding of human islet transplant rejection and label-free in vivo monitoring of drug efficacy.
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Affiliation(s)
- Corinne Berclaz
- Laboratoire d'Optique Biomédicale, Ecole Polytechnique Fédérale de Lausanne, CH1015, Lausanne, Switzerland
| | | | - Daniel Szlag
- Laboratoire d'Optique Biomédicale, Ecole Polytechnique Fédérale de Lausanne, CH1015, Lausanne, Switzerland
- Institute of Physics, Faculty of Physics, Astronomy and Informatics, Nicolaus Copernicus University, Torun, Poland
| | - Jerome Extermann
- Laboratoire d'Optique Biomédicale, Ecole Polytechnique Fédérale de Lausanne, CH1015, Lausanne, Switzerland
- Hepia, University of Applied Science of Western Switzerland, Genève, Switzerland
| | - Lisbeth Hansen
- EMV - Immunology, Lund University, BMC, D14, 221 84, Lund, Sweden
| | - Arno Bouwens
- Laboratoire d'Optique Biomédicale, Ecole Polytechnique Fédérale de Lausanne, CH1015, Lausanne, Switzerland
| | - Martin Villiger
- Laboratoire d'Optique Biomédicale, Ecole Polytechnique Fédérale de Lausanne, CH1015, Lausanne, Switzerland
| | - Joan Goulley
- Swiss Institute for Experimental Cancer Research, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Frans Schuit
- Gene Expression Unit, Department of Molecular and Cellular Medicine, Katholieke Universiteit Leuven, Leuven, Belgium
| | | | - Theo Lasser
- Laboratoire d'Optique Biomédicale, Ecole Polytechnique Fédérale de Lausanne, CH1015, Lausanne, Switzerland.
| | - Dan Holmberg
- EMV - Immunology, Lund University, BMC, D14, 221 84, Lund, Sweden.
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Yin T, Coudyzer W, Peeters R, Liu Y, Cona MM, Feng Y, Xia Q, Yu J, Jiang Y, Dymarkowski S, Huang G, Chen F, Oyen R, Ni Y. Three-dimensional contrasted visualization of pancreas in rats using clinical MRI and CT scanners. CONTRAST MEDIA & MOLECULAR IMAGING 2015; 10:379-387. [DOI: 10.1002/cmmi.1640] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
Affiliation(s)
- Ting Yin
- Theragnostic Laboratory; Department of Imaging and Pathology, Biomedical Sciences Group, KU Leuven; Herestraat 49 3000 Leuven Belgium
| | - Walter Coudyzer
- Department of Radiology; University Hospitals, KU Leuven; Herestraat 49 3000 Leuven Belgium
| | - Ronald Peeters
- Department of Radiology; University Hospitals, KU Leuven; Herestraat 49 3000 Leuven Belgium
| | - Yewei Liu
- Theragnostic Laboratory; Department of Imaging and Pathology, Biomedical Sciences Group, KU Leuven; Herestraat 49 3000 Leuven Belgium
- Department of Nuclear Medicine; School of Medicine, Shanghai Jiaotong University; China
| | - Marlein Miranda Cona
- Theragnostic Laboratory; Department of Imaging and Pathology, Biomedical Sciences Group, KU Leuven; Herestraat 49 3000 Leuven Belgium
| | - Yuanbo Feng
- Theragnostic Laboratory; Department of Imaging and Pathology, Biomedical Sciences Group, KU Leuven; Herestraat 49 3000 Leuven Belgium
- Department of Radiology; University Hospitals, KU Leuven; Herestraat 49 3000 Leuven Belgium
| | - Qian Xia
- Theragnostic Laboratory; Department of Imaging and Pathology, Biomedical Sciences Group, KU Leuven; Herestraat 49 3000 Leuven Belgium
- Department of Nuclear Medicine; School of Medicine, Shanghai Jiaotong University; China
| | - Jie Yu
- Theragnostic Laboratory; Department of Imaging and Pathology, Biomedical Sciences Group, KU Leuven; Herestraat 49 3000 Leuven Belgium
- Department of Radiology; University Hospitals, KU Leuven; Herestraat 49 3000 Leuven Belgium
| | - Yansheng Jiang
- Theragnostic Laboratory; Department of Imaging and Pathology, Biomedical Sciences Group, KU Leuven; Herestraat 49 3000 Leuven Belgium
- Department of Radiology; University Hospitals, KU Leuven; Herestraat 49 3000 Leuven Belgium
| | - Steven Dymarkowski
- Department of Radiology; University Hospitals, KU Leuven; Herestraat 49 3000 Leuven Belgium
| | - Gang Huang
- Department of Nuclear Medicine; School of Medicine, Shanghai Jiaotong University; China
| | - Feng Chen
- Theragnostic Laboratory; Department of Imaging and Pathology, Biomedical Sciences Group, KU Leuven; Herestraat 49 3000 Leuven Belgium
- Department of Radiology; The First Affiliated Hospital, Zhejiang University; China
| | - Raymond Oyen
- Department of Radiology; University Hospitals, KU Leuven; Herestraat 49 3000 Leuven Belgium
| | - Yicheng Ni
- Theragnostic Laboratory; Department of Imaging and Pathology, Biomedical Sciences Group, KU Leuven; Herestraat 49 3000 Leuven Belgium
- Department of Radiology; University Hospitals, KU Leuven; Herestraat 49 3000 Leuven Belgium
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Barsanti C, Lenzarini F, Kusmic C. Diagnostic and prognostic utility of non-invasive imaging in diabetes management. World J Diabetes 2015; 6:792-806. [PMID: 26131322 PMCID: PMC4478576 DOI: 10.4239/wjd.v6.i6.792] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2014] [Revised: 12/23/2014] [Accepted: 04/14/2015] [Indexed: 02/05/2023] Open
Abstract
Medical imaging technologies are acquiring an increasing relevance to assist clinicians in diagnosis and to guide management and therapeutic treatment of patients, thanks to their non invasive and high resolution properties. Computed tomography, magnetic resonance imaging, and ultrasonography are the most used imaging modalities to provide detailed morphological reconstructions of tissues and organs. In addition, the use of contrast dyes or radionuclide-labeled tracers permits to get functional and quantitative information about tissue physiology and metabolism in normal and disease state. In recent years, the development of multimodal and hydrid imaging techniques is coming to be the new frontier of medical imaging for the possibility to overcome limitations of single modalities and to obtain physiological and pathophysiological measurements within an accurate anatomical framework. Moreover, the employment of molecular probes, such as ligands or antibodies, allows a selective in vivo targeting of biomolecules involved in specific cellular processes, so expanding the potentialities of imaging techniques for clinical and research applications. This review is aimed to give a survey of characteristics of main diagnostic non-invasive imaging techniques. Current clinical appliances and future perspectives of imaging in the diagnostic and prognostic assessment of diabetic complications affecting different organ systems will be particularly addressed.
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Wang P, Moore A. Theranostic MRI: the future for Type 1 diabetes management? ACTA ACUST UNITED AC 2014. [DOI: 10.2217/iim.13.67] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Wang P, Schuetz C, Ross A, Dai G, Markmann JF, Moore A. Immune rejection after pancreatic islet cell transplantation: in vivo dual contrast-enhanced MR imaging in a mouse model. Radiology 2012; 266:822-30. [PMID: 23264346 DOI: 10.1148/radiol.12121129] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
PURPOSE To detect adoptively transferred immune attack in a mouse model of islet cell transplantation by using a long-circulating paramagnetic T1 contrast agent, a protected graft copolymer (PGC) that is covalently linked to gadolinium-diethylenetriaminepentaacetic acid with fluorescein isothiocyanate (Gd-DTPA-F), which accumulates in the sites of inflammation that are characterized by vascular disruption. MATERIALS AND METHODS All animal experiments were performed in compliance with institutional guidelines and approved by the subcommittee on research animal care. Six nonobese diabetic severe combined immunodeficiency mice received transplanted human islet cells under the kidney capsule and adoptively transferred 5 × 10(6) splenocytes from 6-week-old nonobese diabetic mice. These mice also served as control subjects for comparison of pre- and postadoptive transfer MR imaging results. Mice that received phosphate-buffered saline solution only were included as nonadoptive-transfer control subjects (n = 2). In vivo magnetic resonance (MR) imaging was performed before and 17 hours after intravenous injections of PGC-Gd-DTPA-F, followed by histologic examination. Statistical differences were analyzed by means of a paired Student t test and repeated two-way analysis of variance. RESULTS MR imaging results showed significantly greater accumulation of PGC-Gd-DTPA-F in the graft area after immune attack initiated by adoptive transfer of splenocytes compared with that of the same area before the transfer (T1, 137.2 msec ± 39.3 and 239.5 msec ± 17.6, respectively; P < .001). These results were confirmed at histologic examination, which showed considerable leakage of the contrast agent into the islet cell interstitium. CONCLUSION PGC-Gd-DTPA-F-enhanced MR imaging allows for the in vivo assessment of vascular damage of the graft T cell challenge.
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Affiliation(s)
- Ping Wang
- Molecular Imaging Laboratory, MGH/MIT/HMS Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Building 75, 149 13th St, Charlestown, MA 02129, USA
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Wang P, Moore A. Theranostic magnetic resonance imaging of type 1 diabetes and pancreatic islet transplantation. Quant Imaging Med Surg 2012; 2:151-62. [PMID: 23256077 DOI: 10.3978/j.issn.2223-4292.2012.08.04] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2012] [Accepted: 08/27/2012] [Indexed: 12/15/2022]
Abstract
Type 1 diabetes mellitus results in impaired insulin production by pancreatic islets due to autoimmunity. Islet transplantation has recently emerged as a promising treatment for this disease. To visualize and monitor endogenous and transplanted islets, non-invasive strategies are currently being developed. These include strategies for in vivo magnetic resonance imaging of microvascular changes during diabetes development, tracking the recruitment of diabetogenic T cells to the pancreas, and imaging of endogenous and transplanted islet mass. The combination of MR imaging agents with therapy is a novel state-of-the-art theranostic approach that has a tremendous potential for type 1 diabetes management. Though still in its infancy, theranostic MR imaging has shown certain encouraging progress. Here we provide an overview of the latest accomplishments in this area as it applies to changes in islet vasculature during diabetes development, monitoring autoimmune attack mediated by T cells, and imaging of transplanted islets. Future challenges and opportunities in the area of theranostic MRI are discussed as well.
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Affiliation(s)
- Ping Wang
- Molecular Imaging Laboratory, MGH/MIT/HMS Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02129, USA
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