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Ali N, Rezvani HR, Motei D, Suleman S, Mahfouf W, Marty I, Ronkainen VP, Vainio SJ. Trisk 95 as a novel skin mirror for normal and diabetic systemic glucose level. Sci Rep 2020; 10:12246. [PMID: 32699238 PMCID: PMC7376074 DOI: 10.1038/s41598-020-68972-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 07/03/2020] [Indexed: 11/21/2022] Open
Abstract
Developing trustworthy, cost effective, minimally or non-invasive glucose sensing strategies is of great need for diabetic patients. In this study, we used an experimental type I diabetic mouse model to examine whether the skin would provide novel means for identifying biomarkers associated with blood glucose level. We first showed that skin glucose levels are rapidly influenced by blood glucose concentrations. We then conducted a proteomic screen of murine skin using an experimental in vivo model of type I diabetes and wild-type controls. Among the proteins that increased expression in response to high blood glucose, Trisk 95 expression was significantly induced independently of insulin signalling. A luciferase reporter assay demonstrated that the induction of Trisk 95 expression occurs at a transcriptional level and is associated with a marked elevation in the Fluo-4AM signal, suggesting a role for intracellular calcium changes in the signalling cascade. Strikingly, these changes lead concurrently to fragmentation of the mitochondria. Moreover, Trisk 95 knockout abolishes both the calcium flux and the mitochondrial phenotype changes indicating dependency of glucose flux in the skin on Trisk 95 function. The data demonstrate that the skin reacts robustly to systemic blood changes, and that Trisk 95 is a promising biomarker for a glucose monitoring assembly.
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Affiliation(s)
- Nsrein Ali
- Laboratory of Developmental Biology, Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, University of Oulu, Aapistie 5A, 90220, Oulu, Finland. .,Infotech Oulu, University of Oulu, 90220, Oulu, Finland.
| | - Hamid Reza Rezvani
- Inserm, BMGIC, UMR 1035, University of Bordeaux, Bordeaux, France.,Centre de Référence pour les Maladies Rares de la Peau, CHU de Bordeaux, Bordeaux, France
| | - Diana Motei
- Laboratory of Developmental Biology, Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, University of Oulu, Aapistie 5A, 90220, Oulu, Finland
| | - Sufyan Suleman
- Laboratory of Developmental Biology, Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, University of Oulu, Aapistie 5A, 90220, Oulu, Finland
| | - Walid Mahfouf
- Inserm, BMGIC, UMR 1035, University of Bordeaux, Bordeaux, France
| | - Isabelle Marty
- Inserm U1216, Grenoble Institut des Neurosciences, University Grenoble, La Tronche, France
| | | | - Seppo J Vainio
- Laboratory of Developmental Biology, Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, University of Oulu, Aapistie 5A, 90220, Oulu, Finland.,Infotech Oulu, University of Oulu, 90220, Oulu, Finland.,Borealis Biobank of Northern Finland, Oulu University Hospital, Oulu, Finland
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Brown S, Zambrana PN, Ge X, Bagdure D, Stinchcomb AL, Rao G, Tolosa L. Minimally invasive technique for measuring transdermal glucose with a fluorescent biosensor. Anal Bioanal Chem 2018; 410:7249-7260. [PMID: 30171282 DOI: 10.1007/s00216-018-1336-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Revised: 08/15/2018] [Accepted: 08/17/2018] [Indexed: 11/24/2022]
Abstract
There is a need for blood glucose monitoring techniques that eliminate the painful and invasive nature of current methods, while maintaining the reliability and accuracy of established medical technology. This research aims to ultimately address these shortcomings in critically ill pediatric patients. Presented in this work is an alternative, minimally invasive technique that uses microneedles (MN) for the collection of transdermal glucose (TG). Due to their comparable skin properties, diffusion studies were performed on full thickness Yucatan miniature pig skin mounted to an in-line diffusion flow cell and on different skin sites of human subjects. Collected TG samples were measured with a L255C mutant of the E. coli glucose-binding protein (GBP) with an attached fluorescent probe. The binding constant (Kd = 0.67 μM) revealed the micromolar sensitivity and high selectivity of the his-tagged GBP biosensor for glucose, making it suitable for TG measurements. In both the animal and human models, skin permeability and TG diffusion across the skin increased with MN application. For intact and MN-treated human skin, a significant positive linear correlation (r > 0.95, p < 0.01) existed between TG and BG. The micromolar sensitivity of GBP minimized the volume required for interstitial fluid glucose analysis allowing MN application time (30 s) to be shortened compared to other studies. This time reduction can help in eliminating skin irritation issues and improving practical use of the technique by caregivers in the hospital. In addition, the his-tagged optical biosensor used in this work can be immobilized and used with a portable sensing fluorometer device at the point of care (POC) making this minimally invasive technology more ideal for use in the pediatric intensive care unit. Graphical abstract ᅟ.
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Affiliation(s)
- Sheniqua Brown
- Center for Advanced Sensor Technology Research (CAST), Department of Chemical, Biochemical and Environmental Engineering, University of Maryland Baltimore County (UMBC), 1000 Hilltop Circle, Baltimore, MD, 21250, USA
| | - Paige N Zambrana
- Department of Pharmaceutical Sciences, University of Maryland, 20 North Pine Street, Baltimore, MD, 21201, USA
| | - Xudong Ge
- Center for Advanced Sensor Technology Research (CAST), Department of Chemical, Biochemical and Environmental Engineering, University of Maryland Baltimore County (UMBC), 1000 Hilltop Circle, Baltimore, MD, 21250, USA
| | - Dayanand Bagdure
- Department of Pediatrics, University of Maryland Medical Center, 110 S Paca Street, Baltimore, MD, 21201, USA
| | - Audra L Stinchcomb
- Department of Pharmaceutical Sciences, University of Maryland, 20 North Pine Street, Baltimore, MD, 21201, USA
| | - Govind Rao
- Center for Advanced Sensor Technology Research (CAST), Department of Chemical, Biochemical and Environmental Engineering, University of Maryland Baltimore County (UMBC), 1000 Hilltop Circle, Baltimore, MD, 21250, USA
| | - Leah Tolosa
- Center for Advanced Sensor Technology Research (CAST), Department of Chemical, Biochemical and Environmental Engineering, University of Maryland Baltimore County (UMBC), 1000 Hilltop Circle, Baltimore, MD, 21250, USA.
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Tiangco C, Andar A, Quarterman J, Ge X, Sevilla F, Rao G, Stinchcomb A, Bunge A, Tolosa L. Measuring transdermal glucose levels in neonates by passive diffusion: an in vitro porcine skin model. Anal Bioanal Chem 2017; 409:3475-3482. [PMID: 28283718 DOI: 10.1007/s00216-017-0289-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2016] [Revised: 02/01/2017] [Accepted: 02/28/2017] [Indexed: 11/30/2022]
Abstract
Current glucose monitoring techniques for neonates rely heavily on blood glucose monitors which require intermittent blood collection through skin-penetrating pricks on the heel or fingers. This procedure is painful and often not clinically conducive, which presents a need for a noninvasive method for monitoring glucose in neonates. Our motivation for this study was to develop an in vitro method for measuring passive diffusion of glucose in premature neonatal skin using a porcine skin model. Such a model will allow us to initially test new devices for noninvasive glucose monitoring without having to do in vivo testing of newborns. The in vitro model is demonstrated by comparing uncompromised and tape-stripped skin in an in-line flow-through diffusion apparatus with glucose concentrations that mimic the hypo-, normo-, and hyper-glycemic conditions in the neonate (2.0, 5.0, and 20 mM, respectively). Transepidermal water loss (TEWL) of the tape-stripped skin was approximately 20 g m-2 h-1, which closely mimics TEWL for neonatal skin at about 190 days post-conceptional age. The tape-stripped skin showed a >15-fold increase in glucose diffusion compared to the uncompromised skin. The very small concentrations of collected glucose were measured with a highly selective and highly sensitive fluorescent glucose biosensor based on the glucose binding protein (GBP). The demonstrated method of glucose determination is noninvasive and painless, which makes it especially desirable for glucose testing in neonates and children. This study is an important step towards an in vitro model for noninvasive real-time glucose monitoring that may be easily transferred to the clinic for glucose monitoring in neonates. Graphical Abstract Glucose diffusion through model skin was measured using an in-line flow-through diffusion apparatus with glucose solutions mimicking hypo-, normo- and hyperglycemia in the neonate. Phosphate buffered saline was added to the top chamber and the glucose that diffused through the model skin into the buffer was measured using a fluorescent glucose binding protein biosensor.
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Affiliation(s)
- Cristina Tiangco
- Center for Advanced Sensor Technologycsm, University of Maryland Baltimore County, 1000 Hilltop Circle, Baltimore, MD, 21250, USA.,The Graduate School, University of Santo Tomas, España Boulevard, 1015, Manila, Philippines
| | - Abhay Andar
- Center for Advanced Sensor Technologycsm, University of Maryland Baltimore County, 1000 Hilltop Circle, Baltimore, MD, 21250, USA.,Department of Pharmaceutical Sciences, University of Maryland, 20 North Pine Street, Baltimore, MD, 21201, USA
| | - Juliana Quarterman
- Department of Pharmaceutical Sciences, University of Maryland, 20 North Pine Street, Baltimore, MD, 21201, USA
| | - Xudong Ge
- Center for Advanced Sensor Technologycsm, University of Maryland Baltimore County, 1000 Hilltop Circle, Baltimore, MD, 21250, USA
| | - Fortunato Sevilla
- The Graduate School, University of Santo Tomas, España Boulevard, 1015, Manila, Philippines
| | - Govind Rao
- Center for Advanced Sensor Technologycsm, University of Maryland Baltimore County, 1000 Hilltop Circle, Baltimore, MD, 21250, USA
| | - Audra Stinchcomb
- Department of Pharmaceutical Sciences, University of Maryland, 20 North Pine Street, Baltimore, MD, 21201, USA
| | - Annette Bunge
- Chemical and Biological Engineering Department, Colorado School of Mines, 1500 Illinois Street, Golden, CO, 80401, USA
| | - Leah Tolosa
- Center for Advanced Sensor Technologycsm, University of Maryland Baltimore County, 1000 Hilltop Circle, Baltimore, MD, 21250, USA.
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Woo HC, Tolosa L, El-Metwally D, Viscardi RM. Glucose monitoring in neonates: need for accurate and non-invasive methods. Arch Dis Child Fetal Neonatal Ed 2014; 99:F153-7. [PMID: 24065727 DOI: 10.1136/archdischild-2013-304682] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Neonatal hypoglycaemia can lead to devastating consequences. Thus, constant, accurate and safe glucose monitoring is imperative in neonatal care. However, point-of-care (POC) devices for glucose testing currently used for neonates were originally designed for adults and do not address issues specific to neonates. This review will address currently available monitoring options and describe new methodologies for non-invasive glucose monitoring in newborns.
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Affiliation(s)
- Hyung Chul Woo
- Division of Neonatology, Department of Pediatrics, School of Medicine, University of Maryland, Baltimore, , Baltimore, Maryland, USA
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Kanjananimmanont S, Ge X, Mupparapu K, Rao G, Potts R, Tolosa L. Passive Diffusion of Transdermal Glucose: Noninvasive Glucose Sensing Using a Fluorescent Glucose Binding Protein. J Diabetes Sci Technol 2014; 8:291-298. [PMID: 24876581 PMCID: PMC4455416 DOI: 10.1177/1932296813519994] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The motivation for this study was to determine if a statistically significant correlation exists between blood glucose (BG) and transdermal glucose (TG) collected by passive diffusion. A positive outcome will indicate that noninvasive passive TG diffusion is a painless alternative to collecting blood through a break on the skin. Sampling involves placing a small volume of buffer solution on the surface of membrane or skin for 5 minutes. The sample is then assayed with fluorescent GBP. In vitro testing was done on regenerated cellulose and a porcine skin model to determine diffusion of standard glucose solutions. In vivo testing was done on a healthy subject and a subject with type 2 diabetes. Glucose diffused readily through the regenerated cellulose membrane with good correlation between surface and internal glucose concentrations (R 2 = .997). But the porcine skin model required a surface prewash to achieve the same good correlation R 2 = .943). Based on this, an optimum prewash step was determined for the in vivo studies. The resulting correlation coefficients between TG and BG after a 15-minute prewash in a healthy subject and type 2 subject were .87 and .93, respectively. Removal of the extraneous glucose in the skin by prewashing was an important step in achieving good correlation between TG and BG. The results suggest that passive collection of TG is a noninvasive alternative to current practice of breaking the skin. Further studies are under way to determine the lag time between TG and BG and for the sampling protocol to be more amenable to point-of-care application.
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Affiliation(s)
| | - Xudong Ge
- Center for Advanced Sensor Technology, University of Maryland Baltimore County, Baltimore, MD, USA
| | - KarunaSri Mupparapu
- Center for Advanced Sensor Technology, University of Maryland Baltimore County, Baltimore, MD, USA
| | - Govind Rao
- Center for Advanced Sensor Technology, University of Maryland Baltimore County, Baltimore, MD, USA
| | - Russell Potts
- Center for Advanced Sensor Technology, University of Maryland Baltimore County, Baltimore, MD, USA
| | - Leah Tolosa
- Center for Advanced Sensor Technology, University of Maryland Baltimore County, Baltimore, MD, USA
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Kostov Y, Ge X, Rao G, Tolosa L. Portable system for the detection of micromolar concentrations of glucose. MEASUREMENT SCIENCE & TECHNOLOGY 2014; 25:025701. [PMID: 24587594 PMCID: PMC3934490 DOI: 10.1088/0957-0233/25/2/025701] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Glucose in non-invasively collected biofluids is generally in the micromolar range and thus, requires sensing methodologies capable of measuring glucose at these levels. Here, we present a small fluorometer system that can quantify glucose in the range of 0-5 μM with resolution of ~0.07 μM. It relies on the glucose binding protein (GBP) fluorescently labeled with two fluorophores. Fluorescence signals from the dual-labeled GBP are utilized in a ratiometric mode, making the measurements insensitive to variations in protein concentration and other systematic errors. Fluorescence is quantified by a miniature, dedicated ratiometric fluorometer that is powered via USB. Concentration is calculated using an ultra-mobile personal computer (UMPC). The whole system is designed to be pocket sized suitable for point-of-care or bedside applications. Test results suggest that the system is a promising tool for accurate measurements of low glucose concentrations (0.1-10 μM) in biological samples.
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Affiliation(s)
- Yordan Kostov
- Center for Advanced Sensor Technology, Department of Chemical, Biochemical and Environmental Engineering, University of Maryland Baltimore County, 1000 Hilltop Circle, Baltimore MD, 21250
| | - Xudong Ge
- Center for Advanced Sensor Technology, Department of Chemical, Biochemical and Environmental Engineering, University of Maryland Baltimore County, 1000 Hilltop Circle, Baltimore MD, 21250
| | - Govind Rao
- Center for Advanced Sensor Technology, Department of Chemical, Biochemical and Environmental Engineering, University of Maryland Baltimore County, 1000 Hilltop Circle, Baltimore MD, 21250
| | - Leah Tolosa
- Center for Advanced Sensor Technology, Department of Chemical, Biochemical and Environmental Engineering, University of Maryland Baltimore County, 1000 Hilltop Circle, Baltimore MD, 21250
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