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Mladenovic T, Zivic F, Petrovic N, Njezic S, Pavic J, Kotorcevic N, Milenkovic S, Grujovic N. Application of Silicone in Ophthalmology: A Review. MATERIALS (BASEL, SWITZERLAND) 2024; 17:3454. [PMID: 39063747 PMCID: PMC11278226 DOI: 10.3390/ma17143454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 07/01/2024] [Accepted: 07/09/2024] [Indexed: 07/28/2024]
Abstract
This paper reviews the latest trends and applications of silicone in ophthalmology, especially related to intraocular lenses (IOLs). Silicone, or siloxane elastomer, as a synthetic polymer, has excellent biocompatibility, high chemical inertness, and hydrophobicity, enabling wide biomedical applications. The physicochemical properties of silicone are reviewed. A review of methods for mechanical and in vivo characterization of IOLs is presented as a prospective research area, since there are only a few available technologies, even though these properties are vital to ensure medical safety and suitability for clinical use, especially if long-term function is considered. IOLs represent permanent implants to replace the natural lens or for correcting vision, with the first commercial foldable lens made of silicone. Biological aspects of posterior capsular opacification have been reviewed, including the effects of the implanted silicone IOL. However, certain issues with silicone IOLs are still challenging and some conditions can prevent its application in all patients. The latest trends in nanotechnology solutions have been reviewed. Surface modifications of silicone IOLs are an efficient approach to further improve biocompatibility or to enable drug-eluting function. Different surface modifications, including coatings, can provide long-term treatments for various medical conditions or medical diagnoses through the incorporation of sensory functions. It is essential that IOL optical characteristics remain unchanged in case of drug incorporation and the application of nanoparticles can enable it. However, clinical trials related to these advanced technologies are still missing, thus preventing their clinical applications at this moment.
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Affiliation(s)
- Tamara Mladenovic
- Faculty of Engineering, University of Kragujevac, Sestre Janjic 6, 34000 Kragujevac, Serbia; (T.M.); (J.P.); (N.K.); (S.M.); (N.G.)
- Institute for Information Technologies Kragujevac, University of Kragujevac, Jovana Cvijica bb, 34000 Kragujevac, Serbia
| | - Fatima Zivic
- Faculty of Engineering, University of Kragujevac, Sestre Janjic 6, 34000 Kragujevac, Serbia; (T.M.); (J.P.); (N.K.); (S.M.); (N.G.)
| | - Nenad Petrovic
- Faculty of Medical Sciences, University of Kragujevac, Svetozara Markovica 69, 34000 Kragujevac, Serbia;
| | - Sasa Njezic
- Faculty of Medicine, University of Banja Luka, Save Mrkalja 14, 78000 Banja Luka, Bosnia and Herzegovina;
| | - Jelena Pavic
- Faculty of Engineering, University of Kragujevac, Sestre Janjic 6, 34000 Kragujevac, Serbia; (T.M.); (J.P.); (N.K.); (S.M.); (N.G.)
- Institute for Information Technologies Kragujevac, University of Kragujevac, Jovana Cvijica bb, 34000 Kragujevac, Serbia
| | - Nikola Kotorcevic
- Faculty of Engineering, University of Kragujevac, Sestre Janjic 6, 34000 Kragujevac, Serbia; (T.M.); (J.P.); (N.K.); (S.M.); (N.G.)
| | - Strahinja Milenkovic
- Faculty of Engineering, University of Kragujevac, Sestre Janjic 6, 34000 Kragujevac, Serbia; (T.M.); (J.P.); (N.K.); (S.M.); (N.G.)
| | - Nenad Grujovic
- Faculty of Engineering, University of Kragujevac, Sestre Janjic 6, 34000 Kragujevac, Serbia; (T.M.); (J.P.); (N.K.); (S.M.); (N.G.)
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Smith AA, Li R, Tse ZTH. Reshaping healthcare with wearable biosensors. Sci Rep 2023; 13:4998. [PMID: 36973262 PMCID: PMC10043012 DOI: 10.1038/s41598-022-26951-z] [Citation(s) in RCA: 34] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 12/22/2022] [Indexed: 03/29/2023] Open
Abstract
Wearable health sensors could monitor the wearer's health and surrounding environment in real-time. With the development of sensor and operating system hardware technology, the functions of wearable devices have been gradually enriched with more diversified forms and more accurate physiological indicators. These sensors are moving towards high precision, continuity, and comfort, making great contributions to improving personalized health care. At the same time, in the context of the rapid development of the Internet of Things, the ubiquitous regulatory capabilities have been released. Some sensor chips are equipped with data readout and signal conditioning circuits, and a wireless communication module for transmitting data to computer equipment. At the same time, for data analysis of wearable health sensors, most companies use artificial neural networks (ANN). In addition, artificial neural networks could help users effectively get relevant health feedback. Through the physiological response of the human body, various sensors worn could effectively transmit data to the control unit, which analyzes the data and provides feedback of the health value to the user through the computer. This is the working principle of wearable sensors for health. This article focuses on wearable biosensors used for healthcare monitoring in different situations, as well as the development, technology, business, ethics, and future of wearable sensors for health monitoring.
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Affiliation(s)
- Aaron Asael Smith
- College of Engineering, University of Georgia, Athens, GA, 30602, USA
| | - Rui Li
- Tandon School of Engineering, New York University, New York, NY, 11201, USA
| | - Zion Tsz Ho Tse
- Department of Engineering and Material Science, Queen Mary University of London, London, E1 4NS, UK.
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Mondal H, Kim HJ, Mohanto N, Jee JP. A Review on Dry Eye Disease Treatment: Recent Progress, Diagnostics, and Future Perspectives. Pharmaceutics 2023; 15:pharmaceutics15030990. [PMID: 36986851 PMCID: PMC10051136 DOI: 10.3390/pharmaceutics15030990] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 03/11/2023] [Accepted: 03/15/2023] [Indexed: 03/30/2023] Open
Abstract
Dry eye disease is a multifactorial disorder of the eye and tear film with potential damage to the ocular surface. Various treatment approaches for this disorder aim to alleviate disease symptoms and restore the normal ophthalmic environment. The most widely used dosage form is eye drops of different drugs with 5% bioavailability. The use of contact lenses to deliver drugs increases bioavailability by up to 50%. Cyclosporin A is a hydrophobic drug loaded onto contact lenses to treat dry eye disease with significant improvement. The tear is a source of vital biomarkers for various systemic and ocular disorders. Several biomarkers related to dry eye disease have been identified. Contact lens sensing technology has become sufficiently advanced to detect specific biomarkers and predict disease conditions accurately. This review focuses on dry eye disease treatment with cyclosporin A-loaded contact lenses, contact lens biosensors for ocular biomarkers of dry eye disease, and the possibility of integrating sensors in therapeutic contact lenses.
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Affiliation(s)
- Himangsu Mondal
- Drug Delivery Research Lab, College of Pharmacy, Chosun University, Gwangju 61452, Republic of Korea
| | - Ho-Joong Kim
- Department of Chemistry, Chosun University, Gwangju 61452, Republic of Korea
| | - Nijaya Mohanto
- Drug Delivery Research Lab, College of Pharmacy, Chosun University, Gwangju 61452, Republic of Korea
| | - Jun-Pil Jee
- Drug Delivery Research Lab, College of Pharmacy, Chosun University, Gwangju 61452, Republic of Korea
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Bamgboje D, Christoulakis I, Smanis I, Chavan G, Shah R, Malekzadeh M, Violaris I, Giannakeas N, Tsipouras M, Kalafatakis K, Tzallas A. Continuous Non-Invasive Glucose Monitoring via Contact Lenses: Current Approaches and Future Perspectives. BIOSENSORS 2021; 11:189. [PMID: 34207533 PMCID: PMC8226956 DOI: 10.3390/bios11060189] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 05/23/2021] [Accepted: 06/06/2021] [Indexed: 11/16/2022]
Abstract
Diabetes mellitus (DM) is a chronic disease that must be carefully managed to prevent serious complications such as cardiovascular disease, retinopathy, nephropathy and neuropathy. Self-monitoring of blood glucose is a crucial tool for managing diabetes and, at present, all relevant procedures are invasive while they only provide periodic measurements. The pain and measurement intermittency associated with invasive techniques resulted in the exploration of painless, continuous, and non-invasive techniques of glucose measurement that would facilitate intensive management. The focus of this review paper is the existing solutions for continuous non-invasive glucose monitoring via contact lenses (CLs) and to carry out a detailed, qualitative, and comparative analysis to inform prospective researchers on viable pathways. Direct glucose monitoring via CLs is contingent on the detection of biomarkers present in the lacrimal fluid. In this review, emphasis is given on two types of sensors: a graphene-AgNW hybrid sensor and an amperometric sensor. Both sensors can detect the presence of glucose in the lacrimal fluid by using the enzyme, glucose oxidase. Additionally, this review covers fabrication procedures for CL biosensors. Ever since Google published the first glucose monitoring embedded system on a CL, CL biosensors have been considered state-of-the-art in the medical device research and development industry. The CL not only has to have a sensory system, it must also have an embedded integrated circuit (IC) for readout and wireless communication. Moreover, to retain mobility and ease of use of the CLs used for continuous glucose monitoring, the power supply to the solid-state IC on such CLs must be wireless. Currently, there are four methods of powering CLs: utilizing solar energy, via a biofuel cell, or by inductive or radiofrequency (RF) power. Although, there are many limitations associated with each method, the limitations common to all, are safety restrictions and CL size limitations. Bearing this in mind, RF power has received most of the attention in reported literature, whereas solar power has received the least attention in the literature. CLs seem a very promising target for cutting edge biotechnological applications of diagnostic, prognostic and therapeutic relevance.
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Affiliation(s)
- David Bamgboje
- Department of Electrical & Computer Engineering, University of Massachusetts Lowell, Lowell, MA 01854, USA; (D.B.); (I.S.); (G.C.); (R.S.); (M.M.)
| | - Iasonas Christoulakis
- Department of Informatics and Telecommunications, School of Informatics and Telecommunications, University of Ioannina, 471 00 Arta, Greece; (I.C.); (N.G.); (K.K.)
| | - Ioannis Smanis
- Department of Electrical & Computer Engineering, University of Massachusetts Lowell, Lowell, MA 01854, USA; (D.B.); (I.S.); (G.C.); (R.S.); (M.M.)
| | - Gaurav Chavan
- Department of Electrical & Computer Engineering, University of Massachusetts Lowell, Lowell, MA 01854, USA; (D.B.); (I.S.); (G.C.); (R.S.); (M.M.)
| | - Rinkal Shah
- Department of Electrical & Computer Engineering, University of Massachusetts Lowell, Lowell, MA 01854, USA; (D.B.); (I.S.); (G.C.); (R.S.); (M.M.)
| | - Masoud Malekzadeh
- Department of Electrical & Computer Engineering, University of Massachusetts Lowell, Lowell, MA 01854, USA; (D.B.); (I.S.); (G.C.); (R.S.); (M.M.)
| | - Ioannis Violaris
- Department of Electrical and Computer Engineering, University of Western Macedonia, 501 31 Kozani, Greece; (I.V.); (M.T.)
| | - Nikolaos Giannakeas
- Department of Informatics and Telecommunications, School of Informatics and Telecommunications, University of Ioannina, 471 00 Arta, Greece; (I.C.); (N.G.); (K.K.)
| | - Markos Tsipouras
- Department of Electrical and Computer Engineering, University of Western Macedonia, 501 31 Kozani, Greece; (I.V.); (M.T.)
| | - Konstantinos Kalafatakis
- Department of Informatics and Telecommunications, School of Informatics and Telecommunications, University of Ioannina, 471 00 Arta, Greece; (I.C.); (N.G.); (K.K.)
| | - Alexandros Tzallas
- Department of Informatics and Telecommunications, School of Informatics and Telecommunications, University of Ioannina, 471 00 Arta, Greece; (I.C.); (N.G.); (K.K.)
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Barnett M, Courey C, Fadel D, Lee K, Michaud L, Montani G, van der Worp E, Vincent SJ, Walker M, Bilkhu P, Morgan PB. CLEAR - Scleral lenses. Cont Lens Anterior Eye 2021; 44:270-288. [PMID: 33775380 DOI: 10.1016/j.clae.2021.02.001] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 02/01/2021] [Indexed: 12/25/2022]
Abstract
Scleral lenses were the first type of contact lens, developed in the late nineteenth century to restore vision and protect the ocular surface. With the advent of rigid corneal lenses in the middle of the twentieth century and soft lenses in the 1970's, the use of scleral lenses diminished; in recent times there has been a resurgence in their use driven by advances in manufacturing and ocular imaging technology. Scleral lenses are often the only viable form of contact lens wear across a range of clinical indications and can potentially delay the need for corneal surgery. This report provides a brief historical review of scleral lenses and a detailed account of contemporary scleral lens practice including common indications and recommended terminology. Recent research on ocular surface shape is presented, in addition to a comprehensive account of modern scleral lens fitting and on-eye evaluation. A range of optical and physiological challenges associated with scleral lenses are presented, including options for the clinical management of a range of ocular conditions. Future applications which take advantage of the stability of scleral lenses are also discussed. In summary, this report presents evidence-based recommendations to optimise patient outcomes in modern scleral lens practice.
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Affiliation(s)
- Melissa Barnett
- University of California, Davis Eye Center, Sacramento, CA, United States.
| | | | | | - Karen Lee
- University of Houston, College of Optometry, Houston, TX, United States
| | | | - Giancarlo Montani
- Università del Salento, Dipartimento di Matematica e Fisica CERCA, Lecce, Italy
| | - Eef van der Worp
- Eye-Contact-Lens Research & Education, Amsterdam, NL, Netherlands
| | - Stephen J Vincent
- Queensland University of Technology (QUT), Centre for Vision and Eye Research, School of Optometry and Vision Science, Contact Lens and Visual Optics Laboratory, Brisbane, Australia
| | - Maria Walker
- University of Houston, College of Optometry, Houston, TX, United States
| | - Paramdeep Bilkhu
- School of Optometry & Vision Science, Aston University, Birmingham, United Kingdom
| | - Philip B Morgan
- Eurolens Research, Division of Pharmacy and Optometry, University of Manchester, Manchester, United Kingdom
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Naroo SA, Morgan PB, Shinde L, Lee C, Ewbank A. Contact lens education for the practitioners of the future. Ophthalmic Physiol Opt 2021; 41:603-609. [PMID: 33609327 DOI: 10.1111/opo.12791] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 11/11/2020] [Accepted: 11/11/2020] [Indexed: 12/18/2022]
Abstract
The World Health Organization has identified a shortage of trained human resources as one of the greatest challenges to increasing the availability of eye care services and reducing preventable visual impairment around the world. Increased prevalence of myopia and new strategies for myopia management have raised the prospect of various interventions, including contact lenses for therapeutic use as well as for refractive correction. More personnel skilled in contact lens fitting will be needed to address potential worldwide demand for these interventions. This review investigates the current status and future requirements of global contact lens education in light of these developments. The COVD-19 pandemic led educational institutions worldwide to move towards online delivery. An online survey among 546 educators, conducted in May 2020, investigated changes to contact lens education delivery before and after the onset of the pandemic. A total of 214 responses were received from 32 countries. Prior to COVID-19 restrictions, 23% of educators had conducted more than 50% of their total teaching online; however, 69% expected to conduct more than half of their teaching online by the end of 2020 and 12% anticipated 90% or more of their teaching would be online. Some 76% of educators expected to provide more online lectures after the pandemic and 63% anticipated new methods to deliver practical education. Around half were planning to introduce new teaching online platforms (54%) and more online assessment methods (53%). The global need for increasing numbers of skilled personnel points to a crucial role for educators in teaching the contact lens practitioners of the future. Contact lens education delivery was already evolving prior to COVID-19, and changes that are currently occurring may lead to permanent differences in the way contact lenses are taught in future. The International Association of Contact Lens Educators (IACLE) provides educators with a standardised global curriculum, online resources and teaching technology that could also serve as a model for wider ophthalmic education in future.
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Affiliation(s)
- Shehzad A Naroo
- International Association of Contact Lens Educators, Guelph, Ontario, Canada.,School of Optometry, College of Health and Life Science, Aston University, Birmingham, United Kingdom
| | - Philip B Morgan
- International Association of Contact Lens Educators, Guelph, Ontario, Canada.,Division of Pharmacy and Optometry, University of Manchester, Manchester, United Kingdom
| | - Lakshmi Shinde
- International Association of Contact Lens Educators, Guelph, Ontario, Canada.,Optometry Council of India, Bangalore, India
| | - Cheni Lee
- International Association of Contact Lens Educators, Guelph, Ontario, Canada.,Academy of Optometry Leprindo, Jakarta, Indonesia
| | - Alison Ewbank
- International Association of Contact Lens Educators, Guelph, Ontario, Canada
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Zhao J, Guo H, Li J, Bandodkar AJ, Rogers JA. Body-Interfaced Chemical Sensors for Noninvasive Monitoring and Analysis of Biofluids. TRENDS IN CHEMISTRY 2019. [DOI: 10.1016/j.trechm.2019.07.001] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Jinn WS, Shin MK, Kang B, Oh S, Moon CE, Mun B, Ji YW, Lee HK, Haam S. A visually distinguishable light interfering bioresponsive silica nanoparticle hydrogel sensor fabricated through the molecular imprinting technique. J Mater Chem B 2019; 7:7120-7128. [DOI: 10.1039/c9tb01579e] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Methods of the early detection of diseases are based on recognition of the smallest change in the levels of a disease-specific biomarker in body fluids.
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Affiliation(s)
- Woo Seok Jinn
- Department of Chemical and Biomolecular Engineering
- College of Engineering
- Yonsei University
- Seoul 120-749
- Republic of Korea
| | - Moo-Kwang Shin
- Department of Chemical and Biomolecular Engineering
- College of Engineering
- Yonsei University
- Seoul 120-749
- Republic of Korea
| | - Byunghoon Kang
- BioNanotechnology Research Center
- Korea Research Institue of Bioscience and Biotechnology(KRIBB)
- Daejeon 34141
- Republic of Korea
| | - Seungjae Oh
- Department of Radiology
- College of Medicine
- Yonsei University
- Seoul 120-752
- Republic of Korea
| | - Chae-Eun Moon
- Department of Ophthalmology
- College of Medicine
- Yonsei University
- Seoul 120-752
- Republic of Korea
| | - Byeonggeol Mun
- Department of Chemical and Biomolecular Engineering
- College of Engineering
- Yonsei University
- Seoul 120-749
- Republic of Korea
| | - Yong Woo Ji
- Department of Ophthalmology
- National Health Insurance Service Ilsan Hospital
- Goyang 10444
- Republic of Korea
| | - Hyung Keun Lee
- Department of Ophthalmology
- College of Medicine
- Yonsei University
- Seoul 120-752
- Republic of Korea
| | - Seungjoo Haam
- Department of Chemical and Biomolecular Engineering
- College of Engineering
- Yonsei University
- Seoul 120-749
- Republic of Korea
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A novel murine model for contact lens wear reveals clandestine IL-1R dependent corneal parainflammation and susceptibility to microbial keratitis upon inoculation with Pseudomonas aeruginosa. Ocul Surf 2018; 17:119-133. [PMID: 30439473 DOI: 10.1016/j.jtos.2018.11.006] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Revised: 11/06/2018] [Accepted: 11/09/2018] [Indexed: 12/17/2022]
Abstract
PURPOSE Contact lens wear carries a risk of complications, including corneal infection. Solving these complications has been hindered by limitations of existing animal models. Here, we report development of a new murine model of contact lens wear. METHODS C57BL/6 mice were fitted with custom-made silicone-hydrogel contact lenses with or without prior inoculation with Pseudomonas aeruginosa (PAO1-GFP). Contralateral eyes served as controls. Corneas were monitored for pathology, and examined ex vivo using high-magnification, time-lapse imaging. Fluorescent reporter mice allowed visualization of host cell membranes and immune cells. Lens-colonizing bacteria were detected by viable counts and FISH. Direct-colony PCR was used for bacterial identification. RESULTS Without deliberate inoculation, lens-wearing corneas remained free of visible pathology, and retained a clarity similar to non-lens wearing controls. CD11c-YFP reporter mice revealed altered numbers, and distribution, of CD11c-positive cells in lens-wearing corneas after 24 h. Worn lenses showed bacterial colonization, primarily by known conjunctival or skin commensals. Corneal epithelial cells showed vacuolization during lens wear, and after 5 days, cells with phagocyte morphology appeared in the stroma that actively migrated over resident keratocytes that showed altered morphology. Immunofluorescence confirmed stromal Ly6G-positive cells after 5 days of lens wear, but not in MyD88 or IL-1R gene-knockout mice. P. aeruginosa-contaminated lenses caused infectious pathology in most mice from 1 to 13 days. CONCLUSIONS This murine model of contact lens wear appears to faithfully mimic events occurring during human lens wear, and could be valuable for experiments, not possible in humans, that help solve the pathogenesis of lens-related complications.
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The impact of diabetes on corneal nerve morphology and ocular surface integrity. Ocul Surf 2018; 16:45-57. [DOI: 10.1016/j.jtos.2017.10.006] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2017] [Revised: 10/03/2017] [Accepted: 10/26/2017] [Indexed: 12/11/2022]
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Epalrestat-loaded silicone hydrogels as contact lenses to address diabetic-eye complications. Eur J Pharm Biopharm 2018; 122:126-136. [DOI: 10.1016/j.ejpb.2017.10.016] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2017] [Revised: 10/16/2017] [Accepted: 10/23/2017] [Indexed: 01/17/2023]
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New dimensions and new tools to realize the potential of RDoC: digital phenotyping via smartphones and connected devices. Transl Psychiatry 2017; 7:e1053. [PMID: 28267146 PMCID: PMC5416670 DOI: 10.1038/tp.2017.25] [Citation(s) in RCA: 155] [Impact Index Per Article: 22.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Revised: 12/30/2016] [Accepted: 01/24/2017] [Indexed: 12/18/2022] Open
Abstract
Mobile and connected devices like smartphones and wearable sensors can facilitate the collection of novel naturalistic and longitudinal data relevant to psychiatry at both the personal and population level. The National Institute of Mental Health's Research Domain Criteria framework offers a useful roadmap to organize, guide and lead new digital phenotyping data towards research discoveries and clinical advances.
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Krentz AJ, Hompesch M. Glucose: archetypal biomarker in diabetes diagnosis, clinical management and research. Biomark Med 2016; 10:1153-1166. [DOI: 10.2217/bmm-2016-0170] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
The clinical utility of diabetes biomarkers can be considered in terms of diagnosis, management and prediction of long-term vascular complications. Glucose satisfies all of these requirements. Thresholds of hyperglycemia diagnostic of diabetes reflect inflections that confer a risk of developing long-term microvascular complications. Degrees of hyperglycemia (impaired fasting glucose, impaired glucose tolerance) that lie below the diagnostic threshold for diabetes identify individuals at risk of progression to diabetes and/or development of atherothrombotic cardiovascular disease. Self-measured glucose levels usefully complement hemoglobin A1c levels to guide daily management decisions. Continuous glucose monitoring provides detailed real-time data that is of value in clinical decision making, assessing response to new diabetes drugs and the development of closed-loop artificial pancreas technology.
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Affiliation(s)
- Andrew J Krentz
- Institute for Translational Medicine, Clore Life Sciences, University of Buckingham, Hunter Street, Buckingham, MK18 1EG, UK
- Profil Institute for Clinical Research, 855 3rd Avenue Suite 4400, Chula Vista, CA 91911, USA
| | - Marcus Hompesch
- Profil Institute for Clinical Research, 855 3rd Avenue Suite 4400, Chula Vista, CA 91911, USA
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