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Acharya U R, Chua CK, Ng EYK, Yu W, Chee C. Application of higher order spectra for the identification of diabetes retinopathy stages. J Med Syst 2009; 32:481-8. [PMID: 19058652 DOI: 10.1007/s10916-008-9154-8] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Diabetic retinopathy (DR) is a condition where the retina is damaged due to fluid leaking from the blood vessels into the retina. In extreme cases, the patient will become blind. Therefore, early detection of diabetic retinopathy is crucial to prevent blindness. Various image processing techniques have been used to identify the different stages of diabetes retinopathy. The application of non-linear features of the higher-order spectra (HOS) was found to be efficient as it is more suitable for the detection of shapes. The aim of this work is to automatically identify the normal, mild DR, moderate DR, severe DR and prolific DR. The parameters are extracted from the raw images using the HOS techniques and fed to the support vector machine (SVM) classifier. This paper presents classification of five kinds of eye classes using SVM classifier. Our protocol uses, 300 subjects consisting of five different kinds of eye disease conditions. We demonstrate a sensitivity of 82% for the classifier with the specificity of 88%.
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152
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Wright WS, Messina JE, Harris NR. Attenuation of diabetes-induced retinal vasoconstriction by a thromboxane receptor antagonist. Exp Eye Res 2009; 88:106-12. [PMID: 18996116 PMCID: PMC2642593 DOI: 10.1016/j.exer.2008.10.008] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2008] [Revised: 10/15/2008] [Accepted: 10/16/2008] [Indexed: 11/29/2022]
Abstract
Retinal blood flow has been reported to decrease early in human diabetes as well as in diabetic animal models. The purpose of the present study is to investigate the role of thromboxane receptor binding in the decrease of flow. C57BL/6 mice were injected with streptozotocin (STZ) at 11-12 weeks of age and remained hyperglycemic for 4 weeks. The mice were treated with a selective thromboxane receptor antagonist, GR32191B (vapiprost), in drinking water for the final three weeks at a dose of 1mg/kg/day. In separate experiments, vapiprost was administered only once, as an acute injection 25min prior to the experimental measurements. The measurements included retinal arteriolar and venular diameters and red blood cell (RBC) velocities, from which retinal blood flow was calculated. STZ induced decreases in vascular diameters and RBC velocities, resulting in an approximate 30% decrease in overall retinal blood flow. However, these decreases were not seen in mice given the three-week administration of vapiprost. Acute administration to diabetic mice of 1mg/kg vapiprost, but not 0.1mg/kg, induced arteriolar vasodilation, with the dilation more substantial in smaller feed arterioles. In summary, STZ-induced decreases in retinal blood flow can be attenuated by the thromboxane receptor antagonist vapiprost.
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Affiliation(s)
- William S. Wright
- Department of Molecular and Cellular Physiology, Louisiana State University Health Sciences Center, 1501 Kings Highway, Shreveport, LA, 71130, USA (William S. Wright) (Jodine E. Messina) (Norman R. Harris)
| | - Jodine E. Messina
- Department of Molecular and Cellular Physiology, Louisiana State University Health Sciences Center, 1501 Kings Highway, Shreveport, LA, 71130, USA (William S. Wright) (Jodine E. Messina) (Norman R. Harris)
| | - Norman R. Harris
- Department of Molecular and Cellular Physiology, Louisiana State University Health Sciences Center, 1501 Kings Highway, Shreveport, LA, 71130, USA (William S. Wright) (Jodine E. Messina) (Norman R. Harris)
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153
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García M, Sánchez CI, López MI, Abásolo D, Hornero R. Neural network based detection of hard exudates in retinal images. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2009; 93:9-19. [PMID: 18778869 DOI: 10.1016/j.cmpb.2008.07.006] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2007] [Revised: 03/31/2008] [Accepted: 07/14/2008] [Indexed: 05/16/2023]
Abstract
Diabetic retinopathy (DR) is an important cause of visual impairment in developed countries. Automatic recognition of DR lesions in fundus images can contribute to the diagnosis of the disease. The aim of this study is to automatically detect one of these lesions, hard exudates (EXs), in order to help ophthalmologists in the diagnosis and follow-up of the disease. We propose an algorithm which includes a neural network (NN) classifier for this task. Three NN classifiers were investigated: multilayer perceptron (MLP), radial basis function (RBF) and support vector machine (SVM). Our database was composed of 117 images with variable colour, brightness, and quality. 50 of them (from DR patients) were used to train the NN classifiers and 67 (40 from DR patients and 27 from healthy retinas) to test the method. Using a lesion-based criterion, we achieved a mean sensitivity (SE(l)) of 88.14% and a mean positive predictive value (PPV(l)) of 80.72% for MLP. With RBF we obtained SE(l)=88.49% and PPV(l)=77.41%, while we reached SE(l)=87.61% and PPV(l)=83.51% using SVM. With an image-based criterion, a mean sensitivity (SE(i)) of 100%, a mean specificity (SP(i)) of 92.59% and a mean accuracy (AC(i)) of 97.01% were obtained with MLP. Using RBF we achieved SE(i)=100%, SP(i)=81.48% and AC(i)=92.54%. With SVM the image-based results were SE(i)=100%, SP(i)=77.78% and AC(i)=91.04%.
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Affiliation(s)
- María García
- Biomedical Engineering Group, E.T.S. Ingenieros de Telecomunicación, University of Valladolid, Campus Miguel Delibes, Camino del Cementerio s/n, Valladolid, Spain.
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Abstract
OBJECTIVES To better understand what factors influence the receipt of eye care so that screening and education programs can be designed to promote early detection and treatment. METHODS Twenty focus groups were conducted. Analyses entailed debriefing sessions, coding, and interpreting transcribed data. RESULTS Attitudes about eyesight and eye exams influence the receipt of preventive eye care. Limited knowledge about certain eye diseases and conditions was reported. Participants stated that their primary care providers did not communicate information with them about eyesight nor did they conduct basic eye screenings. CONCLUSIONS Improving provider-patient interactions and developing public health messages about eye diseases and preventive eye care can facilitate increased use of appropriate eye care services.
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156
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Zhang SX, Wang JJ, Dashti A, Wilson K, Zou MH, Szweda L, Ma JX, Lyons TJ. Pigment epithelium-derived factor mitigates inflammation and oxidative stress in retinal pericytes exposed to oxidized low-density lipoprotein. J Mol Endocrinol 2008; 41:135-43. [PMID: 18586837 PMCID: PMC2714421 DOI: 10.1677/jme-08-0011] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Oxidized and/or glycated low-density lipoprotein (LDL) may mediate capillary injury in diabetic retinopathy. The mechanisms may involve pro-inflammatory and pro-oxidant effects on retinal capillary pericytes. In this study, these effects, and the protective effects of pigment epithelium-derived factor (PEDF), were defined in a primary human pericyte model. Human retinal pericytes were exposed to 100 microg/ml native LDL (N-LDL) or heavily oxidized glycated LDL (HOG-LDL) with or without PEDF at 10-160 nM for 24 h. To assess pro-inflammatory effects, monocyte chemoattractant protein-1 (MCP-1) secretion was measured by ELISA, and nuclear factor-kappaB (NF-kappaB) activation was detected by immunocytochemistry. Oxidative stress was determined by measuring intracellular reactive oxygen species (ROS), peroxynitrite (ONOO(-)) formation, inducible nitric oxide synthase (iNOS) expression, and nitric oxide (NO) production. The results showed that MCP-1 was significantly increased by HOG-LDL, and the effect was attenuated by PEDF in a dose-dependent manner. PEDF also attenuated the HOG-LDL-induced NF-kappaB activation, suggesting that the inhibitory effect of PEDF on MCP-1 was at least partially through the blockade of NF-kappaB activation. Further studies demonstrated that HOG-LDL, but not N-LDL, significantly increased ONOO(-) formation, NO production, and iNOS expression. These changes were also alleviated by PEDF. Moreover, PEDF significantly ameliorated HOG-LDL-induced ROS generation through up-regulation of superoxide dismutase 1 expression. Taken together, these results demonstrate pro-inflammatory and pro-oxidant effects of HOG-LDL on retinal pericytes, which were effectively ameliorated by PEDF. Suppressing MCP-1 production and thus inhibiting macrophage recruitment may represent a new mechanism for the salutary effect of PEDF in diabetic retinopathy and warrants more studies in future.
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Affiliation(s)
- Sarah X Zhang
- Department of Medicine Endocrinology, Harold Hamm Oklahoma Diabetes Center, University of Oklahoma Health Sciences Center, 941 Stanton L. Young Boulevard, 331A, Oklahoma City, Oklahoma 73104, USA
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157
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Kuiper EJ, Van Nieuwenhoven FA, de Smet MD, van Meurs JC, Tanck MW, Oliver N, Klaassen I, Van Noorden CJF, Goldschmeding R, Schlingemann RO. The angio-fibrotic switch of VEGF and CTGF in proliferative diabetic retinopathy. PLoS One 2008; 3:e2675. [PMID: 18628999 PMCID: PMC2443281 DOI: 10.1371/journal.pone.0002675] [Citation(s) in RCA: 183] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2007] [Accepted: 06/11/2008] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND In proliferative diabetic retinopathy (PDR), vascular endothelial growth factor (VEGF) and connective tissue growth factor (CTGF) cause blindness by neovascularization and subsequent fibrosis, but their relative contribution to both processes is unknown. We hypothesize that the balance between levels of pro-angiogenic VEGF and pro-fibrotic CTGF regulates angiogenesis, the angio-fibrotic switch, and the resulting fibrosis and scarring. METHODS/PRINCIPAL FINDINGS VEGF and CTGF were measured by ELISA in 68 vitreous samples of patients with proliferative DR (PDR, N = 32), macular hole (N = 13) or macular pucker (N = 23) and were related to clinical data, including degree of intra-ocular neovascularization and fibrosis. In addition, clinical cases of PDR (n = 4) were studied before and after pan-retinal photocoagulation and intra-vitreal injections with bevacizumab, an antibody against VEGF. Neovascularization and fibrosis in various degrees occurred almost exclusively in PDR patients. In PDR patients, vitreous CTGF levels were significantly associated with degree of fibrosis and with VEGF levels, but not with neovascularization, whereas VEGF levels were associated only with neovascularization. The ratio of CTGF and VEGF was the strongest predictor of degree of fibrosis. As predicted by these findings, patients with PDR demonstrated a temporary increase in intra-ocular fibrosis after anti-VEGF treatment or laser treatment. CONCLUSIONS/SIGNIFICANCE CTGF is primarily a pro-fibrotic factor in the eye, and a shift in the balance between CTGF and VEGF is associated with the switch from angiogenesis to fibrosis in proliferative retinopathy.
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Affiliation(s)
- Esther J. Kuiper
- Ocular Angiogenesis Group, Departments of Ophthalmology and Cell Biology and Histology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | | | - Marc D. de Smet
- Ocular Angiogenesis Group, Departments of Ophthalmology and Cell Biology and Histology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Jan C. van Meurs
- Department of Ophthalmology, Rotterdam Eye Hospital, Rotterdam, The Netherlands
| | - Michael W. Tanck
- Department of Clinical Epidemiological Statistics, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Noelynn Oliver
- FibroGen Inc, San Francisco, California, United States of America
| | - Ingeborg Klaassen
- Ocular Angiogenesis Group, Departments of Ophthalmology and Cell Biology and Histology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Cornelis J. F. Van Noorden
- Ocular Angiogenesis Group, Departments of Ophthalmology and Cell Biology and Histology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Roel Goldschmeding
- Department of Pathology, Academic Medical Centre of Utrecht, Utrecht, The Netherlands
| | - Reinier O. Schlingemann
- Ocular Angiogenesis Group, Departments of Ophthalmology and Cell Biology and Histology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
- * E-mail:
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158
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Behl Y, Krothapalli P, Desta T, DiPiazza A, Roy S, Graves DT. Diabetes-enhanced tumor necrosis factor-alpha production promotes apoptosis and the loss of retinal microvascular cells in type 1 and type 2 models of diabetic retinopathy. THE AMERICAN JOURNAL OF PATHOLOGY 2008; 172:1411-8. [PMID: 18403591 DOI: 10.2353/ajpath.2008.071070] [Citation(s) in RCA: 157] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Retinal microvascular cell loss plays a critical role in the pathogenesis of diabetic retinopathy. To examine this further, type 1 streptozotocin-induced diabetic rats and type 2 Zucker diabetic fatty rats were treated by intravitreal injection of the tumor necrosis factor-specific inhibitor pegsunercept, and the impact was measured by analysis of retinal trypsin digests. For type 2 diabetic rats, the number of endothelial cells and pericytes positive for diabetes-enhanced activated caspase-3 decreased by 81% and 86%, respectively, when treated with pegsunercept (P < 0.05). Similarly, the number of diabetes-enhanced terminal deoxynucleotidyl transferase-mediated dUTP nick-end labeling-positive endothelial cells and pericytes decreased by 81% and 67% respectively when treated with pegsunercept (P < 0.05). Diabetes-increased activated caspase-3- and terminal deoxynucleotidyl transferase-mediated dUTP nick-end labeling-positive microvascular cell numbers were both reduced by 81% and 80%, respectively, in pegsunercept-treated type 1 diabetic rats (P < 0.05). Inhibition of tumor necrosis factor reduced type 1 diabetes-enhanced pericyte ghost formation by 87% and the number of type 2 diabetes-enhanced pericyte ghosts by 62% (P < 0.05). Similarly, increased acellular capillary formation caused by type 1 and type 2 diabetes was reduced by 68% and 67%, respectively, when treated with pegsunercept (P < 0.05). These results demonstrate a previously unrecognized role of tumor necrosis factor-alpha in promoting the early pathogenesis of diabetic retinopathy leading to loss of retinal microvascular cells and demonstrate the potential therapeutic benefit of modulating its activity.
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Affiliation(s)
- Yugal Behl
- Department of Periodontology and Oral Biology, Boston University School of Dental Medicine, Boston, MA 02118, USA
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159
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Stolk RP, van Schooneveld MJ, Cruickshank JK, Hughes AD, Stanton A, Lu J, Patel A, Thom SAM, Grobbee DE, Vingerling JR. Retinal vascular lesions in patients of Caucasian and Asian origin with type 2 diabetes: baseline results from the ADVANCE Retinal Measurements (AdRem) study. Diabetes Care 2008; 31:708-13. [PMID: 18184903 DOI: 10.2337/dc07-1657] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The objective of this study was to describe prevalent vascular retinal lesions among patients with type 2 diabetes enrolled in the ADVANCE Retinal Measurements (AdRem) study, a substudy of the Action in Diabetes and Vascular Disease: Preterax and Diamicron MR Controlled Evaluation (ADVANCE) trial. RESEARCH DESIGN AND METHODS Seven-field stereoscopic photographs of both eyes were obtained at the baseline assessment of the ADVANCE trial. All photographs were graded in a central reading center. Gradable retinal images were received from 1,605 patients. RESULTS The number of patients with any retinopathy (Early Treatment of Diabetic Retinopathy Study [ETDRS] score > or = 20) was 645 (40.2% [95% CI 37.8-42.6]); of these, 35 (2.2% [1.6-3.0]) had severe diabetic retinopathy (ETDRS score > or = 50). Focal arterial narrowing, venous beading, and arteriovenous nicking were present in 3.8, 5.1, and 9.8% of participants, respectively. Among participants included in this study, Chinese and South-Asian patients had more retinopathy than Caucasians, as defined both by ETDRS score (49.4, 46.0, and 31.3%, respectively; P < 0.001, adjusted for age, sex, A1C, systolic blood pressure, and duration of diabetes) and specific vascular lesions (e.g., arteriovenous nicking 12.3, 8.5, and 7.5%, respectively; adjusted P < 0.005). A1C, duration of diabetes, and systolic blood pressure were similarly associated with increased retinal lesions in Chinese, South-Asian, and Caucasian patients. CONCLUSIONS Using a sensitive diagnostic procedure, more than one-third of patients with type 2 diabetes enrolled in the AdRem study had retinal lesions at baseline. Despite differences in prevalence and severity of retinopathy among Chinese, South-Asian, and Caucasian patients included in this study, the cross-sectional associations among established risk factors for retinopathy and retinal lesions were similar across ethnic groups.
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Affiliation(s)
- Ronald P Stolk
- Department of Epidemiology, University Medical Center Groningen, P.O. Box 30.001, 9700RB Groningen, The Netherlands.
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160
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Cellular signaling and potential new treatment targets in diabetic retinopathy. EXPERIMENTAL DIABETES RESEARCH 2008; 2007:31867. [PMID: 18288248 PMCID: PMC2233770 DOI: 10.1155/2007/31867] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/28/2006] [Revised: 05/02/2007] [Accepted: 09/13/2007] [Indexed: 12/16/2022]
Abstract
Dysfunction and death of microvascular cells and imbalance between the production and the degradation of extracellular matrix (ECM) proteins are a characteristic feature of diabetic retinopathy (DR). Glucose-induced biochemical alterations in the vascular endothelial cells may activate a cascade of signaling pathways leading to increased production of ECM proteins and cellular dysfunction/death. Chronic diabetes leads to the activation of a number of signaling proteins including protein kinase C, protein kinase B, and mitogen-activated protein kinases. These signaling cascades are activated in response to hyperglycemia-induced oxidative stress, polyol pathway, and advanced glycation end product formation among others. The aberrant signaling pathways ultimately lead to activation of transcription factors such as nuclear factor-κB and activating protein-1. The activity of these transcription factors is also regulated by epigenetic mechanisms through transcriptional coactivator p300. These complex signaling pathways may be involved in glucose-induced alterations of endothelial cell phenotype leading to the production of increased ECM proteins and vasoactive effector molecules causing functional and structural changes in the microvasculature. Understanding of such mechanistic pathways will help to develop future adjuvant therapies for diabetic retinopathy.
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161
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162
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Wright WS, Harris NR. Ozagrel attenuates early streptozotocin-induced constriction of arterioles in the mouse retina. Exp Eye Res 2008; 86:528-36. [PMID: 18262522 PMCID: PMC2376210 DOI: 10.1016/j.exer.2007.12.012] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2007] [Revised: 11/30/2007] [Accepted: 12/23/2007] [Indexed: 11/17/2022]
Abstract
Retinal blood flow in human diabetics has been reported to follow a biphasic time course in which an initial period of reduced flow and ischemia is often followed by a hyperemic and angiogenic phase in which flow can exceed normal levels. The purpose of the present study is to investigate the mechanisms of the initial decrease in flow, since early interventions could provide the most effective treatment strategies. C57BL/6 mice were injected with streptozotocin (STZ) at 12 weeks of age and remained hyperglycemic until data were gathered 4 or 8 weeks later. Experimental measurements included retinal arteriolar red blood cell velocity and arteriolar diameters, with the diameters measured prior to and following an intravenous injection of the thromboxane synthase inhibitor ozagrel (100 mg/kg). Arterioles leading out of the optic disk constricted significantly at 4 weeks post-STZ (p<0.001) compared to age-matched controls, but not at 8 weeks post-STZ. Calculations of retinal blood flow indicated a 45% decrease at 4 weeks post-STZ, but only a 26% decrease by 8 weeks. Not all arterioles constricted equally in response to STZ; the most substantial constrictions were present in arterioles that were more closely arranged with countercurrent venules leading back into the optic disk. Injection of ozagrel provided significant dilation of constricted retinal arterioles. In addition, the pattern of dilation was consistent with the sites of the most severe constriction, i.e., ozagrel-induced dilation in the STZ mice occurred to the greatest extent in the arterioles more closely paired with the venules draining the microvascular bed. In summary, STZ induces a biphasic alteration in retinal blood flow in mice, in which thromboxane contributes to the initial reduction in blood flow at 4 weeks. Moreover, the thromboxane-induced arteriolar constriction is dependent on the proximity of the retinal arterioles to countercurrent venules.
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Affiliation(s)
- William S. Wright
- Department of Molecular and Cellular Physiology, Louisiana State University, Health Sciences Center, 1501 Kings Highway, Shreveport, LA, 71130, USA (William S. Wright), (Norman R. Harris)
| | - Norman R. Harris
- Department of Molecular and Cellular Physiology, Louisiana State University, Health Sciences Center, 1501 Kings Highway, Shreveport, LA, 71130, USA (William S. Wright), (Norman R. Harris)
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163
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Abràmoff MD, Niemeijer M, Suttorp-Schulten MSA, Viergever MA, Russell SR, van Ginneken B. Evaluation of a system for automatic detection of diabetic retinopathy from color fundus photographs in a large population of patients with diabetes. Diabetes Care 2008; 31:193-8. [PMID: 18024852 PMCID: PMC2494619 DOI: 10.2337/dc07-1312] [Citation(s) in RCA: 127] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To evaluate the performance of a system for automated detection of diabetic retinopathy in digital retinal photographs, built from published algorithms, in a large, representative, screening population. RESEARCH DESIGN AND METHODS We conducted a retrospective analysis of 10,000 consecutive patient visits, specifically exams (four retinal photographs, two left and two right) from 5,692 unique patients from the EyeCheck diabetic retinopathy screening project imaged with three types of cameras at 10 centers. Inclusion criteria included no previous diagnosis of diabetic retinopathy, no previous visit to ophthalmologist for dilated eye exam, and both eyes photographed. One of three retinal specialists evaluated each exam as unacceptable quality, no referable retinopathy, or referable retinopathy. We then selected exams with sufficient image quality and determined presence or absence of referable retinopathy. Outcome measures included area under the receiver operating characteristic curve (number needed to miss one case [NNM]) and type of false negative. RESULTS Total area under the receiver operating characteristic curve was 0.84, and NNM was 80 at a sensitivity of 0.84 and a specificity of 0.64. At this point, 7,689 of 10,000 exams had sufficient image quality, 4,648 of 7,689 (60%) were true negatives, 59 of 7,689 (0.8%) were false negatives, 319 of 7,689 (4%) were true positives, and 2,581 of 7,689 (33%) were false positives. Twenty-seven percent of false negatives contained large hemorrhages and/or neovascularizations. CONCLUSIONS Automated detection of diabetic retinopathy using published algorithms cannot yet be recommended for clinical practice. However, performance is such that evaluation on validated, publicly available datasets should be pursued. If algorithms can be improved, such a system may in the future lead to improved prevention of blindness and vision loss in patients with diabetes.
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Affiliation(s)
- Michael D Abràmoff
- Retina Service, Department of Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, Iowa City, Iowa, USA.
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García M, Sánchez CI, López MI, Díez A, Hornero R. Automatic detection of red lesions in retinal images using a multilayer perceptron neural network. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2008; 2008:5425-5428. [PMID: 19163944 DOI: 10.1109/iembs.2008.4650441] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Diabetic Retinopathy (DR) is an important cause of visual impairment among people of working age in industrialized countries. Automatic detection of DR clinical signs in retinal images would be an important contribution to the diagnosis and screening of the disease. The aim of the present study is to automatically detect some of these clinical signs: red lesions (RLs), like hemorrhages (HEs) and microaneurysms (MAs). Based on their properties, we extracted a set of features from image regions and selected the subset which best discriminated between these RLs and the retinal background. A multilayer perceptron (MLP) classifier was subsequently used to obtain the final segmentation of RLs. Our database was composed of 100 images with variable color, brightness, and quality. 50 of them were used to obtain the examples to train the MLP classifier. The remaining 50 images were used to test the performance of the method. Using a lesion based criterion, we reached a mean sensitivity of 86.1% and a mean positive predictive value of 71.4%. With an image-based criterion, we achieved a 100% mean sensitivity, 60.0% mean specificity and 80.0% mean accuracy.
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Affiliation(s)
- María García
- Biomedical Engineering Group (GIB), Dpto. TSCIT, University of Valladolid, Camino del Cementerio s/n, 47011 Valladolid, Spain.
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Myśliwiec M, Balcerska A, Zorena K, Myśliwska J, Lipowski P, Raczyńska K. The role of vascular endothelial growth factor, tumor necrosis factor alpha and interleukin-6 in pathogenesis of diabetic retinopathy. Diabetes Res Clin Pract 2008; 79:141-6. [PMID: 17716775 DOI: 10.1016/j.diabres.2007.07.011] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2007] [Accepted: 07/15/2007] [Indexed: 02/08/2023]
Abstract
The aim of the study was to analyze the relation between early diabetic retinopathy and the pro-inflammatory cytokines tumor necrosis factor alpha (TNF-alpha), interleukin-6 (IL-6), vascular endothelial growth factor (VEGF) in children with diabetes mellitus type 1. Two hundred and two children with diabetes mellitus type 1 aged 13.2+/-3.83 years and 85 healthy controls were analyzed. Patients were divided into two subgroups: children with retinopathy (Group 1, n=39) and children without retinopathy (Group 2, n=163). All the children had 24h urine albumin secretion rate, glycosylated hemoglobin HbA1c level, and C-reactive protein level measured, underwent 24h blood pressure monitoring and had ophthalmologic examination performed. Additionally, all the children had serum TNF-alpha, IL-6 and VEGF level measured using an ELISA test (Quantikine High Sensitivity Human). Statistically significant higher blood serum levels of HbA1c, VEGF, TNF-alpha and IL-6 were found in the Group 1 in comparison with the Group 2. Additionally, the children of the Group 1 showed statistically significant correlation between serum VEGF and serum TNF-alpha (R=0.35, p=0.000), CRP level (R=0.23, p=0.006), 24h albumin urine secretion rate (R=0.45, p=0.000) and duration of the disease (R=0.26, p=0.002). The results of the current study suggest that there is a relationship between VEGF, TNF-alpha, IL-6 and the development of the diabetic retinopathy in children with diabetes mellitus type 1.
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Affiliation(s)
- Małgorzata Myśliwiec
- Unit of Diabetology, Institute of Pediatrics, Hematology, Oncology and Endocrinology, Medical University of Gdańsk, Poland.
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166
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Adhesion molecules (ICAM-1 and VCAM-1) and diabetic retinopathy in type 2 diabetes. J Mol Histol 2007; 39:243-9. [PMID: 18165914 DOI: 10.1007/s10735-007-9159-5] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2007] [Accepted: 12/11/2007] [Indexed: 10/22/2022]
Abstract
The expression of intercellular adhesion molecule (ICAM-1) and vascular cell adhesion molecule (VCAM-1) were studied in the conjunctiva of diabetic patients with and without retinopathy. All patients underwent a complete ophthalmic examination including ocular fundus and retinal fluorescein angiography. The indirect immunoperoxidase method was performed on 15 normal conjunctivas taken during cataract surgery (group 1), on 40 eyes of 40 patients with type 2 diabetes without diabetic retinopathy (DR) (group 2) and 13 eyes of 13 patients with DR (group 3). ICAM-1 and VCAM-1 are located in epithelial cells, vascular endothelial cells and in stromal cells. Our results show a statistically significant increase in the immunohistochemical expression of these proteins in the conjunctiva of diabetic patients with and without DR in comparison with normal conjunctiva (P = 0.001). Noteworthy, ICAM-1 and VCAM-1 are upregulated in the conjunctiva of diabetic patients with and without retinopathy, reflecting the inflammatory nature of this condition and suggesting a possible role for these mediators in the pathogenesis of diabetic microangiopathy.
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167
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Garcia M, Hornero R, Sanchez CI, Lopez MI, Diez A. Feature Extraction and Selection for the Automatic Detection of Hard Exudates in Retinal Images. ACTA ACUST UNITED AC 2007; 2007:4969-72. [DOI: 10.1109/iembs.2007.4353456] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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168
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Affiliation(s)
- William F Miser
- Department of Family Medicine, The Ohio State University College of Medicine and Public Health, 2231 North High Street, Room 203, Columbus, OH 43201, USA.
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169
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Zhang SX, Ma JX. Ocular neovascularization: Implication of endogenous angiogenic inhibitors and potential therapy. Prog Retin Eye Res 2007; 26:1-37. [PMID: 17074526 DOI: 10.1016/j.preteyeres.2006.09.002] [Citation(s) in RCA: 157] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Ocular neovascularization (NV) is the primary cause of blindness in a wide range of ocular diseases, such as diabetic retinopathy (DR) and age-related macular degeneration (AMD). The exact mechanism underlying the pathogenesis of ocular NV is not yet well understood, and as a consequence, there is no satisfactory therapy for ocular NV. In the last 10 years, a number of studies provided increasing evidence demonstrating that the imbalance between angiogenic stimulating factors and angiogenic inhibitors is a major contributor to the angiogenesis induced by various insults, such as hypoxia or ischemia, inflammation and tumor. The angiogenic inhibitors alone or in combination with other existing therapies are, therefore, believed to be promising in the treatment of ocular NV in the near future. This article reviews recent progress in studies on the mechanisms and treatment of ocular NV, focusing on the implication and therapeutic potential of endogenous angiogenic inhibitors in ocular NV.
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Affiliation(s)
- Sarah X Zhang
- Department of Medicine Endocrinology, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
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170
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Stolk RP, Vingerling JR, Cruickshank JK, Hughes AD, Stanton A, Juming L, Patel A, Thom SAM, Grobbee DE. Rationale and design of the AdRem study: Evaluating the effects of blood pressure lowering and intensive glucose control on vascular retinal disorders in patients with type 2 diabetes mellitus. Contemp Clin Trials 2007; 28:6-17. [PMID: 17030155 DOI: 10.1016/j.cct.2006.08.011] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2005] [Revised: 08/26/2006] [Accepted: 08/30/2006] [Indexed: 10/24/2022]
Abstract
The ADVANCE Retinal Measurements (AdRem) Study is a large intervention study evaluating the effects of target driven intensive glucose control and placebo controlled blood pressure lowering on retinal vascular changes. AdRem is a sub-study of the ADVANCE Study (Action in Diabetes and Vascular disease), a 2x2 factorial randomized controlled trial with an ACE inhibitor-diuretic combination (perindopril-indapamide) and a gliclazide MR-based regimen in patients with type 2 diabetes mellitus. The AdRem study is based on seven-field stereoscopic retinal photographs of both eyes. These are taken within 3 months after randomization in ADVANCE (baseline), at the biennial and at the final visit. The primary outcome is progression of two or more steps in ETDRS classification. Secondary outcomes include progression of retinal vascular lesions and distortion of retinal vascular geometry. Retinal photographs are made on film and digitized at a central laboratory. The AdRem study uses fully digitized quality control and grading. Between August 2002 and January 2004 1978 patients were included in the AdRem study, from 39 centers in 14 countries. Approximately 85% comply with the strict AdRem quality requirements. Publication of the results is expected in early 2008. The AdRem study is designed to provide reliable evidence on the effects of intensive glucose control and blood pressure lowering on both diabetic retinopathy and abnormalities of retinal vasculature in patients with type 2 diabetes mellitus.
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Affiliation(s)
- Ronald P Stolk
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands.
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171
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Ahmed J, Ward TP, Bursell SE, Aiello LM, Cavallerano JD, Vigersky RA. The sensitivity and specificity of nonmydriatic digital stereoscopic retinal imaging in detecting diabetic retinopathy. Diabetes Care 2006; 29:2205-9. [PMID: 17003294 DOI: 10.2337/dc06-0295] [Citation(s) in RCA: 108] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The objective of this study was to determine the sensitivity and specificity of Joslin Vision Network nonmydriatic digital stereoscopic retinal imaging (NMDSRI) as a screening tool in detecting diabetic retinopathy. RESEARCH DESIGN AND METHODS We reviewed the records of 244 patients with diabetes who had a dilated funduscopic examination (DFE) and NMDSRI done within 1 year of each other at four locations in the metropolitan Washington, DC, area. The images were transmitted through a local area network to a central reading location where they were graded by a single retinal specialist. RESULTS Images of 482 eyes from 243 patients were included in the study. Four images did not transmit, and 35% of the images were not gradable. Of the remaining 311 eyes, there was 86% agreement in the grading between NMDSRI and DFE: 227 eyes with no diabetic retinopathy and 40 eyes with diabetic retinopathy. In 46 eyes (15%) there was a disagreement between gradings made by the two techniques. NMDSRI detected diabetic retinopathy in 35 eyes reported as normal by DFE, and in the remaining 11 eyes, the DFE grade was one grade higher than the NMDSRI grade. Adjudicated nonconcordant examinations were within one grade. In the 76 eyes with diabetic retinopathy, retinal thickness could not be assessed in 17 (21%) eyes. When the NMDSRI result was gradable, the overall sensitivity of NMDSRI was 98% and the specificity was 100% for retinopathy within one grade of the DFE. In the limited number of eyes that had diabetic retinopathy with macular edema (six), agreement with the clinical examination was 100%. CONCLUSIONS NMDSRI is a sensitive and specific method for the screening and diagnosis of diabetic retinopathy, which may help improve compliance with the standards of eye care for patients with diabetes.
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Affiliation(s)
- Jehanara Ahmed
- Division of Endocrinology and Metabolism, Howard University Hospital, Washington, DC, USA
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172
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Sakurai S, Yamamoto Y, Tamei H, Matsuki H, Obata KI, Hui L, Miura J, Osawa M, Uchigata Y, Iwamoto Y, Watanabe T, Yonekura H, Yamamoto H. Development of an ELISA for esRAGE and its application to type 1 diabetic patients. Diabetes Res Clin Pract 2006; 73:158-65. [PMID: 16488505 DOI: 10.1016/j.diabres.2005.12.013] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2005] [Revised: 12/19/2005] [Accepted: 12/28/2005] [Indexed: 11/23/2022]
Abstract
We recently identified a naturally occurring soluble form of RAGE (the receptor for advanced glycation endproducts, receptor for AGE) in cultured human vascular cells, and named it endogenous secretory RAGE (esRAGE). esRAGE is generated by alternative RNA splicing and is able to capture AGE, and exerts protection against AGE-induced endothelial cell injury. In the present study, the presence of esRAGE in human circulation was demonstrated for the first time, and a highly sensitive and specific sandwich ELISA system for esRAGE was developed to see whether esRAGE could be related to an individual resistance to the development of diabetic vascular complications. Sera from 47 type 1 diabetic subjects without clinical nephropathy (urinary albumin excretion <300mg/g creatinine) and 55 healthy controls were analyzed by the ELISA. Circulating esRAGE concentrations in diabetic patients with simple and proliferative retinopathy (0.09+/-0.02ng/mL, n=16 and 0.08+/-0.02ng/mL, n=8, respectively) were significantly lower than in those without retinopathy (0.13+/-0.06ng/mL, n=23). The results indicate that esRAGE can be a useful biomarker to indicate individual variations in susceptibility to diabetic retinopathy.
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Affiliation(s)
- Shigeru Sakurai
- Department of Biochemistry and Molecular Vascular Biology, Kanazawa University Graduate School of Medical Science, Kanazawa 920-8640, Japan
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173
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Frisina ST, Mapes F, Kim S, Frisina DR, Frisina RD. Characterization of hearing loss in aged type II diabetics. Hear Res 2006; 211:103-13. [PMID: 16309862 PMCID: PMC2745069 DOI: 10.1016/j.heares.2005.09.002] [Citation(s) in RCA: 118] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2005] [Accepted: 09/29/2005] [Indexed: 11/30/2022]
Abstract
Presbycusis - age-related hearing loss - is the number one communicative disorder and a significant chronic medical condition of the aged. Little is known about how type II diabetes, another prevalent age-related medical condition, and presbycusis interact. The present investigation aimed to comprehensively characterize the nature of hearing impairment in aged type II diabetics. Hearing tests measuring both peripheral (cochlea) and central (brainstem and cortex) auditory processing were utilized. The majority of differences between the hearing abilities of the aged diabetics and their age-matched controls were found in measures of inner ear function. For example, large differences were found in pure-tone audiograms, wideband noise and speech reception thresholds, and otoacoustic emissions. The greatest deficits tended to be at low frequencies. In addition, there was a strong tendency for diabetes to affect the right ear more than the left. One possible interpretation is that as one develops presbycusis, the right ear advantage is lost, and this decline is accelerated by diabetes. In contrast, auditory processing tests that measure both peripheral and central processing showed fewer declines between the elderly diabetics and the control group. Consequences of elevated blood sugar levels as possible underlying physiological mechanisms for the hearing loss are discussed.
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Affiliation(s)
- Susan T. Frisina
- International Center for Hearing and Speech Research, National Technical Institute for the Deaf, Rochester Institute of Technology, Rochester, NY, USA
- Otolaryngology Department, University of Rochester School of Medicine and Dentistry, 601 Elmwood Avenue, Rochester, NY 14642-8629, USA
| | - Frances Mapes
- International Center for Hearing and Speech Research, National Technical Institute for the Deaf, Rochester Institute of Technology, Rochester, NY, USA
| | - SungHee Kim
- Otorhinolaryngology Department, Daegu Fatima Hospital, 302-1 Shinam-4, Don gu Daegu 701-600, Republic of Korea
| | - D. Robert Frisina
- International Center for Hearing and Speech Research, National Technical Institute for the Deaf, Rochester Institute of Technology, Rochester, NY, USA
- Otolaryngology Department, University of Rochester School of Medicine and Dentistry, 601 Elmwood Avenue, Rochester, NY 14642-8629, USA
| | - Robert D. Frisina
- International Center for Hearing and Speech Research, National Technical Institute for the Deaf, Rochester Institute of Technology, Rochester, NY, USA
- Otolaryngology Department, University of Rochester School of Medicine and Dentistry, 601 Elmwood Avenue, Rochester, NY 14642-8629, USA
- Departments of Neurobiology and Anatomy and Biomedical Engineering, University of Rochester School of Medicine and Dentistry, 601 Elmwood Avenue, Rochester, NY 14642, USA
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174
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Cheung AKH, Fung MKL, Lo ACY, Lam TTL, So KF, Chung SSM, Chung SK. Aldose reductase deficiency prevents diabetes-induced blood-retinal barrier breakdown, apoptosis, and glial reactivation in the retina of db/db mice. Diabetes 2005; 54:3119-25. [PMID: 16249434 DOI: 10.2337/diabetes.54.11.3119] [Citation(s) in RCA: 156] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
In 15-month-old db/db mice, signs of diabetic retinopathy, including blood-retinal barrier breakdown, loss of pericytes, neuro-retinal apoptosis, glial reactivation, and proliferation of blood vessels, were evident. These changes in the diabetic retina were associated with increased expression of aldose reductase (AR). To further understand the role of AR in the pathogenesis of diabetic retinopathy, we generated db/db mice with an AR null mutation (AR-/- db/db). AR deficiency led to fewer retinal blood vessels with IgG leakage, suggesting that AR may contribute to blood-retinal barrier breakdown. AR deficiency also prevented diabetes-induced reduction of platelet/endothelial cell adhesion molecule-1 expression and increased expression of vascular endothelial growth factor, which may have contributed to blood-retinal barrier breakdown. In addition, long-term diabetes-induced neuro-retinal stress and apoptosis and proliferation of blood vessels were less prominent in AR-/- db/db mice. These findings indicate that AR is responsible for the early events in the pathogenesis of diabetic retinopathy, leading to a cascade of retinal lesions, including blood-retinal barrier breakdown, loss of pericytes, neuro-retinal apoptosis, glial reactivation, and neovascularization.
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Affiliation(s)
- Alvin K H Cheung
- Institute of Molecular Biology, The University of Hong Kong, Hong Kong, China
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175
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Asakura T, Seino H. Assessment of dose selection attributes with audible notification in insulin pen devices. Diabetes Technol Ther 2005; 7:620-6. [PMID: 16120036 DOI: 10.1089/dia.2005.7.620] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
BACKGROUND Patients with type 2 diabetes often suffer from impairments in vision as well as manual dexterity. The purpose of this study was to assess the reliability of dose selection and setting of five insulin devices by patients using auditory and sensory confirmation. METHODS A total of 48 patients (30 men, 18 women; mean +/- SD age 60.5 +/- 14.0 years; hemoglobin A(1c) 8.7 +/- 1.9%) were randomized to test the following devices: NovoPen 3 (Novo Nordisk A/S, Bagsvaerd, Denmark), HumaPen Ergo (Eli Lilly, Indianapolis, IN), Humalog Pen (Eli Lilly), InnoLet (Novo Nordisk), and FlexPen(Novo Nordisk). RESULTS Significantly more patients detected an auditory confirmation of dose setting when using the NovoPen 3 compared with the Humalog Pen (P < 0.001), HumaPen Ergo (P < 0.001), and InnoLet (P < 0.01). The audible click for the FlexPen was also heard by more patients than for the Humalog Pen (P < 0.001) and HumaPen Ergo (P < 0.01). All patients found that the Flex- Pen provided physical sensory confirmation; the percentage was higher than for those using the Humalog Pen (P < 0.001), HumaPen Ergo (P < 0.001), and InnoLet (P < 0.01). The NovoPen 3 was also associated with a higher percentage of patients who felt the click sensation than with the Humalog Pen (P < 0.001) and HumaPen Ergo (P < 0.01). Patients reported more confidence in setting the correct dose with the NovoPen 3 and FlexPen, and found these the most reliable for dose setting. Sound recordings showed that the NovoPen 3 produced the loudest clicks when setting a dose (P < 0.001 for all comparisons). CONCLUSIONS The clarity of the click when setting a dose on an insulin delivery device can affect the patient's confidence in selecting the correct dose.
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Affiliation(s)
- Toshinari Asakura
- Department of Pharmacy, Ohta Nishinouchi Hospital, 2-5-20 Nishinouchi, Koriyama, Fukushima-ken 963-8558, Japan.
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176
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Abstract
Race- and ethnicity-related differences in prevalence of a number ofophthalmologic disorders have been documented. More importantly, blackand Hispanic Americans share a disproportionate share of morbidity, asmeasured by visual impairment and blindness, when compared with whiteAmericans. The reasons for this health disparity are complex andmultifactorial. If the unequal, individual, and societal burden of avoidable vision lossamong black and Hispanic Americans is to be decreased, it is essential tounderstand the apparent barriers to accessing timely and appropriateophthalmologic monitoring and care for these minority populations. Forthose who do gain access to ophthalmologic care, it is important tounderstand better the determinants leading to different treatment of blackand Hispanic Americans compared with white Americans. Opportunities for decreasing vision-related morbidity caused by cataract,diabetic retinopathy, and glaucoma for these minority groups clearly exist. Strategies for each of these ophthalmologic disorders may differ. Cataract isa reversible cause of visual impairment and removal of cataract improvesquality of life. Cataract surgery should be offered to all who can potentiallybenefit from this treatment. Earlier diagnosis, before the disease hasprogressed to loss of vision, should be a goal in both glaucoma and diabeticretinopathy. Strategies for screening high-risk groups may be particularlyrelevant in this regard. Additionally, with diabetic retinopathy, improvedmanagement of contributing risk factors, such as blood glucose control andblood pressure control, is important. Asian Americans are increasingly becoming a sizable minority group inthe United States. It is projected that by 2070, the Asian population willreach 11% of the total population of the United States. Virtually all of thepopulation-based data relating to ophthalmologic disorders in Asians havebeen performed in Asia. The reported relative proportion of PACG versusPOAG, however, among some Asian populations and of normal-tensionglaucoma versus high-tension glaucoma among the Japanese seems to applyto the United States Asian population. This assertion is based onwidespread clinical impression and analysis of Medicare claims data [56]. Understanding the differences is important for optimal treatment of theseminority populations as the proportion of Asians in the United Statescontinues to grow. The common denominator in all of these diseases is the role of thephysician and patient. Educational programs aimed at the physician tofacilitate cultural competence and at the patient to increase level of knowledgeabout their disease are appropriate and enthusiastically endorsed.
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Affiliation(s)
- M Roy Wilson
- Texas Tech University Health Sciences Center, 3601 4th Street, Lubbock, TX 79430, USA.
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177
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Masson E, Troncy L, Ruggiero D, Wiernsperger N, Lagarde M, El Bawab S. a-Series gangliosides mediate the effects of advanced glycation end products on pericyte and mesangial cell proliferation: a common mediator for retinal and renal microangiopathy? Diabetes 2005; 54:220-7. [PMID: 15616032 DOI: 10.2337/diabetes.54.1.220] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Advanced glycation end products (AGEs) are involved in the development of microvascular complications, including alterations of retinal pericyte and renal mesangial cell growth occurring during diabetic retinopathy and diabetic nephropathy, respectively. Because gangliosides are implicated in the regulation of cell proliferation, we hypothesized that AGEs could exert cellular effects in part by modulating ganglioside levels. Results of the present study indicate that AGEs caused an inhibition of both bovine retinal pericyte (BRP) and rat renal mesangial cell (RMC) proliferation, associated with an increase of a-series gangliosides consecutive to GM3 synthase activity increase and GD3 synthase activity inhibition. Similar modifications were also found in the renal cortex of diabetic db/db mice compared with controls. Treatment of BRP and RMC with exogenous a-series gangliosides decreased proliferation and blockade of a-series gangliosides with specific antibodies partially protecting the two cell types from the AGE-induced proliferation decrease. Further, inhibition of GM3 synthase using specific SiRNA partially reversed the AGE effects on mesangial cell proliferation. These results suggest that a-series gangliosides are mediators of the adverse AGE effects on BRP and RMC proliferation. They also raise the hypothesis of common mechanisms involved in the development of diabetic retinopathy and diabetic nephropathy.
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Affiliation(s)
- Elodie Masson
- Diabetic Microangiopathy Research Unit, MERCK Santé-INSERM U585, INSA-Lyon, Louis Pasteur Bldg., 69621 Villeurbanne Cedex, France
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178
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Franzese A, Valerio G, Spagnuolo MI. Management of diabetes in childhood: are children small adults? Clin Nutr 2004; 23:293-305. [PMID: 15158292 DOI: 10.1016/j.clnu.2003.07.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2003] [Indexed: 11/22/2022]
Abstract
Diabetes in childhood is the most common chronic disease and generally fits the type 1 category, even though other forms of non-autoimmune diabetes are now emerging in this age. At variance with adults, children and adolescents undergo physiological process, which may frequently require adjustments of clinical management of diabetes. Moreover, the hormonal and psychological changes during puberty may be crucial in conditioning management. Furthermore, common illnesses frequently affecting children may also destabilise metabolic control. Consequently, education in children is the cornerstone of treatment. This review focuses on the several and peculiar aspects of practical management of diabetes in paediatric age, which require professional figures such as paediatricians, nurses, dieticians, psychologists, social assistants originally trained in paediatric area, able to deal with the age-related medical, educational, nutritional and behavioural issues of diabetes.
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Affiliation(s)
- A Franzese
- MD Department of Pediatrics, via S. Pansini 5, Federico II University, Naples 80131, Italy.
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