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. Author manuscript; available in PMC: 2012 Feb 1.
Published in final edited form as: Arch Ophthalmol. 2011 Feb;129(2):230–235. doi: 10.1001/archophthalmol.2010.362

An Integrated Approach to Diabetic Retinopathy Research

Thomas W Gardner 1,2, Steven F Abcouwer 1,2,3, Alistair J Barber 1,2, Gregory R Jackson 1
PMCID: PMC3086099  NIHMSID: NIHMS281406  PMID: 21320973

Abstract

This review discusses the pathophysiology of diabetic retinopathy related to direct effects of loss of insulin receptor action and metabolic dysregulation on the retina. The resulting sensory neuropathy can be diagnosed by structural and functional tests in patients with mild nonproliferative diabetic retinopathy. Research teams can collaborate to integrate ocular and systemic factors that impair vision and design strategies to maintain retinal function in persons with diabetes. Evolving concepts may lead to inclusion of tests of retinal function in the detection of diabetic retinopathy and neuroprotective strategies to preserve vision for persons with diabetes.

What is Diabetic Retinopathy?

A definitive cause as to how diabetes damages the retina and why some persons lose vision remains elusive. This paper summarizes a mechanistic perspective that diabetic retinopathy involves the entire retina and is linked with dysregulation of systemic and local insulin action, with the recognition that other facets of the pathophysiology also contribute to the disease14.

Diabetic retinopathy is a prototypical microvascular disorder associated with microaneurysms, intraretinal hemorrhages, capillary non-perfusion, intraretinal microvascular abnormalities, and neovascularization. These features are readily apparent because blood vessels carry erythrocytes that are easily visualized in the fundus. In contrast, the impact of diabetes on the transparent retina is difficult to assess by clinical evaluation, although it has been known that diabetes disrupts the neurosensory retina for 5 decades5, 6. Clinicians see the retina primarily as blood vessels, optic nerve, and pigmented epithelium, while neuroscientists view it more broadly as a network of neurons and glia (astrocytes, Müller cells and microglial cells) that comprise approximately 95% of the retina, with blood vessels representing less than 5% of the retinal mass. The neurons, glia, and microglia are metabolically linked, and the neurons (photoreceptors, bipolar cells, horizontal cells, amacrine cells, and ganglion cells), integrate and transmit visual signals to the brain7, 8. Thus, neuroglial cells generate vision and blood vessels provide nutrients to facilitate the process. Just as the network of retinal neurons and glia are intimately linked, there is no doubt that the neural and vascular components of the retina are closely associated by metabolic synergy and paracrine communication. The functional integration of blood vessels with the neurosensory retina is clinically evident during autoregulation in which retinal arterioles and venules constrict in response to hypertension and hyperoxia and dilate in response to hypercapnia. Likewise, disorders of the neurosensory retina and retinal vasculature are integrally linked, and understanding the interactions between blood vessels and the neurosensory retina is key to understanding diabetic retinopathy.

Numerous laboratory and clinic based observations reveal pre-clinical changes in the retina. Patients with diabetes exhibit reduced electrical responses with full-field and multifocal electroretinography9, 10, lowered blue-yellow color sensitivity11, and diminished contrast sensitivity12 before the appearance of microvascular lesions. In addition, spatially distinct neural defects detected by the multifocal electroretinogram precede and predict the development and location of vascular lesions in patients with type 1 diabetes13. Histopathologic studies have confirmed degeneration of the neurosensory retina that is disproportionate to the observed vascular lesions14.

Studies using diabetic rodents reveal changes in the neurosensory retina within several weeks of onset of insulin deficiency, including death of retinal neurons15, 16; morphologic alterations of astrocytes and microglial cells in the inner retina1719; impaired glutamate metabolism by Müller cells20; and the development of axonal dystrophy and synaptic degeneration2124. Increased leukostasis25 and breakdown of the endothelial cell junctions26, 27 develop concurrently, illustrating the functional and structural relationship of retinal vascular and neural cells.

So what is diabetic retinopathy? Diabetes affects the entire retinal parenchyma so the term “microvascular disease” is insufficient to describe the full picture of diabetic retinopathy. A more inclusive definition suggested at a 2007 ARVO Summer Eye Research Conference was “structural and functional changes in the retina due to diabetes”. Thus, diabetic retinopathy can be viewed as a sensory neuropathy similar to autonomic and peripheral neuropathies that are common features of diabetes and pre-diabetes, including corneal neuropathy28.

This broader view of diabetic retinopathy provides a foundation to understand the mechanisms of visual impairment in persons with diabetes. Clinicians attribute visual impairment to macular edema, ischemia or epiretinal membranes, or vitreous hemorrhages or and traction detachments. In contrast, the cellular changes within the neural retina are more subtle. For example, visual impairment associated with diabetic macular edema may result from ischemia, cystic compression of neurons, disruption of ionic concentrations required for neurotransmission, or from light scattering through the cyst. In addition, loss of neurons or their synaptic connections may accompany the cystic changes and be the final determinant of visual function.

What is diabetes and how does it damage the retina?

Diabetes mellitus is defined clinically on the basis of hyperglycemia because blood glucose concentrations correlate closely with patients' symptoms, and the determination of blood glucose concentration is rapid and inexpensive. However, hyperglycemia is the consequence of impaired insulin action due to insulin deficiency, and/or insulin resistance (diminished insulin effectiveness). The anabolic effects of insulin are achieved by insulin binding to its receptor in the plasma membrane, and the activation of a cascade of enzymes and other intermediate proteins that allow nutrients to be oxidized for energy or incorporated into storage molecules depending upon the metabolic needs of the person (Figure 1). That is, amino acids, glucose and fatty acids are utilized to fulfill energy requirements or incorporated into proteins, glycogen and triglycerides, respectively. Both insulin deficiency and insulin resistance impair these metabolic processes and lead to accelerated breakdown of muscle protein, tissue glycogen and fat, resulting in abnormal accumulation of amino acids, glucose, and fatty acids in the plasma of persons with diabetes. Therefore, hyperglycemia is but one aspect of the broad metabolic dysregulation that is diabetes.

Figure 1. Overview of anabolic insulin actions.

Figure 1

(A) Insulin binds to its receptor on the cell surface, leading to anabolic processes via activation of a cascade of intermediate proteins and enzymes that enable use of nutrients for energy or conversion to macromolecules. In (B) insulin deficiency and/or insulin resistance creates a catabolic state with accelerated breakdown of macromolecules and accumulation of nutrients (glucose, amino acids and free fatty acids) in the plasma.

The multiple catabolic effects of diabetes on various tissues are illustrated in Figure 2, which shows a child with Type 1 diabetes in 1922 prior to the availability of insulin, with marked loss of subcutaneous fat and skeletal muscle, and the restoration of these tissues with insulin therapy29. This case demonstrates that diabetes is a multi-faceted catabolic disorder due to impaired insulin action that results in impaired nutrient utilization and/or storage and accelerated tissue breakdown.

Figure 2. Insulin deficiency affects multiple tissues.

Figure 2

(A) A patient in 1922 with Type 1 diabetes prior to insulin availability, exhibiting loss of subcutaneous fat and skeletal muscle. (B) The same patient after insulin administration with restoration of subcutaneous fat depots and skeletal muscle29.

This concept of diabetes can be extended to diabetic retinopathy because the mammalian (rat and mouse) retina possesses a constitutively active insulin receptor signaling system30, and diabetes causes similar impairment of this metabolic activity in retina as in skeletal muscle15, 3133 concomitant with the onset of the degenerative structural and functional changes described above. Systemic and ocular insulin administration restores defective retinal insulin receptor signaling31. Similar alterations in insulin receptor signaling in tissues such as skeletal muscle, adipose and liver account for the clinical signs and symptoms of diabetes, so it follows that defective retinal insulin receptor signaling might also contribute to the early preclinical metabolic and cellular changes in the retina. Recent studies in diabetic rats have shown that diabetes alters retinal metabolism of lipids in a manner that may contribute to retinal cell death and inflammation34, 35.

The most important insights into the development of diabetic retinopathy derive from the Diabetes Control and Complications Trial36. This landmark study compared the effects of conventional insulin treatment (1 – 2 shots of insulin daily) versus intensive therapy (3 – 4 shots of insulin or an insulin pump) in patients with type 1 diabetes. The patients were in divided into two subgroups, those free from retinopathy and those with mild to moderate retinopathy at baseline, continuously treated with conventional or intensive insulin therapy, and evaluated using a 3-step scale to measure progression of retinopathy. After 7 years the intensively treated patients in the prevention and intervention arms exhibited 76% and 54% reductions in retinopathy, respectively, compared to conventionally treated patients. Intensive treatment also reduced hemoglobin A1c and blood glucose levels more than conventional treatment, leading to the conclusion that tight control of hyperglycemia led to less progression of retinopathy, peripheral neuropathy and nephropathy. The study can also be interpreted as demonstrating that less insulin deficiency contributed to the improved outcomes.

Diabetes affects all organs, including skeletal muscle, liver, adipose tissue, kidney, retina, even bone and skin. Diabetes impacts these tissues over a continuum depending on their relative responsiveness to metabolic and/or inflammatory insults. “Complications” such as retinopathy, nephropathy and neuropathy are those organ changes that cause direct clinical impairment. Thus, understanding the pathogenesis of retinopathy in the context of the effects of impaired insulin action on other tissues may provide insight into how retinal damage may be ameliorated by systemic and/or local therapies to restore insulin receptor action or anti-inflammatory responses. Clearly, more studies are needed to define these pathways and identify optimal drug targets.

How does understanding disease mechanisms help patients?

Visual acuity is measured with high contrast charts that assess the integrity of the central fovea. This function can remain unaffected even in eyes with advanced retinopathy. Numerous preclinical studies have shown physiologic and structural alterations of the inner and outer retina in diabetes (reviewed in7) and psychophysical studies corroborate these changes humans with and without vascular lesions13, 37. Therefore, it is possible to apply clinical tests to assay specific layers or cell types of the retina. For example, contrast sensitivity, standard automated visual fields, and frequency doubling technology evaluate the function of the inner retina, and dark adaptation measures the integrity of the photoreceptor/retinal pigmented epithelium complex. Numerous studies have described defects in these parameters (reviewed in38), but it is still uncertain how defects in the inner and outer retina correlate with various degrees of retinopathy or diabetes metabolic control. Figure 3 illustrates reduced dark adaptation in a patient with NPDR. Photoreceptors and pigmented epithelium do not rely on the inner retinal blood supply so this defect may have a different basis than lesions in the inner retina. In comparison, frequency doubling technology measures primarily ganglion cell function39 and Figure 4 shows that mild nonproliferative diabetic retinopathy (NPDR) severely reduces macular sensitivity, indicating ganglion cell defects despite excellent visual acuity. This observation is consistent with thinning of the inner retina and loss of retinal ganglion cells in patients with mild NPDR40,41.

Figure 3. NPDR impairs dark adaptation.

Figure 3

Figure 3

(A) A 57 year old woman with 21 years of type 2 diabetes, 20/25 acuity, and moderate NPDR. (B) Dark adaptation curves of normal subjects (red circles) and this patient (blue circles) showing incomplete dark adaptation using AdaptDx dark adaptometer (Apeliotus Vision Sciences, Hershey, PA), in spite of normal serum retinol, retinol binding protein and retinyl ester levels. The black circle represents the area of the retina that is assessed by the AdaptDx. The dashed horizontal line is the 95% upper limit of normal dark adaptation.

Figure 4. Mild NPDR impairs visual fields.

Figure 4

Figure 4

Figure 4

(A) A 56 year old male with 9 years of type 2 diabetes, mild NPDR, and 20/16 visual acuity; (B) 24-2 Humphrey fields and (C) Matrix frequency doubling perimetry in the left eye of the same patient.

These studies reveal that diabetic retinopathy includes features ophthalmologists can see and those they cannot see. Full understanding of diabetic retinopathy requires a multifaceted strategy that embraces quantitative structural and functional analyses including high-resolution imaging, and functional analyses of specific retinal layers and regions to achieve a comprehensive picture of the effects of diabetes on the retina. These tests may reveal a variety of diabetic retinopathy phenotypes42.

An integrated approach to diabetic retinopathy research

Diabetic retinopathy is a diabetes complication of the eye, so it is best attacked through integrated studies by laboratory and clinic based eye and diabetes researchers43. For example, the cellular biological studies of neural retinal damage characterized in rodent eyes and confirmed in human post mortem eyes now guide the selection of clinical tests to characterize the full spectrum of diabetes-induced retinal pathophysiology. Additionally, the finding of reduced inner and outer retinal function in humans helps to further focus mechanistic studies in animals. Integrated approaches require the collaborative teamwork of groups of investigators working toward a common long-term goal to enable persons with diabetes to maintain good vision and to reduce the need for destructive, expensive, and uncomfortable treatments such as photocoagulation or intraocular injections. The predicted three-fold increase in the risk of visual impairment and blindness caused by the diabetes epidemic44 is a unequivocal mandate to adopt new research strategies and resources proportional to the problem. Together, these studies will provide better means to develop strategies for early diagnosis and treatment of diabetic retinopathy to better predict patients at risk for vision loss, to preserve and restore vision, and to enable use of more robust clinical trial endpoints. Indeed, there is now widespread recognition of a need for improved endpoints for diabetic retinopathy research45. Application of these tools will accelerate drug discovery and delivery strategies to improve the visual prognosis in persons with this disease (Figure 5). With greater understanding of the basic mechanisms of disease, and a more intimate partnership between basic and clinical scientists, we can look forward to a time when diabetic retinopathy is preventable.

Figure 5. An integrated approach to diabetic retinopathy research.

Figure 5

Ongoing interactions between laboratory and clinical investigators facilitate parallel studies of retinal structure and function in humans and animal models. When integrated with studies of systemic pathophysiology, this approach may lead to improved clinical trial endpoints, drug discovery and delivery techniques.

Acknowledgments

Supported by the American Diabetes Association, Juvenile Diabetes Research Foundation, the Pennsylvania Lions Sight Conservation & Eye Research Foundation and EY020582. TWG is the Jack and Nancy Turner Professor.

References

  • 1.Kern TS. Contributions of inflammatory processes to the development of the early stages of diabetic retinopathy. Exp Diabetes Res. 2007;2007:95103. doi: 10.1155/2007/95103. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Wilkinson-Berka JL, Miller AG. Update on the treatment of diabetic retinopathy. Scientific World Journal. 2008;8:98–120. doi: 10.1100/tsw.2008.25. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Adamis AP, Berman AJ. Immunological mechanisms in the pathogenesis of diabetic retinopathy. Semin Immunopathol. 2008 Mar 14; doi: 10.1007/s00281-008-0111-x. [DOI] [PubMed] [Google Scholar]
  • 4.Geraldes P, Hiraoka-Yamamoto J, Matsumoto M, et al. Activation of PKC-delta and SHP-1 by hyperglycemia causes vascular cell apoptosis and diabetic retinopathy. Nat Med. 2009 Nov;15(11):1298–1306. doi: 10.1038/nm.2052. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Wolter JR. Diabetic retinopathy. Am J Ophthalmol. 1961;51:1123–1139. doi: 10.1016/0002-9394(61)91802-5. [DOI] [PubMed] [Google Scholar]
  • 6.Bloodworth JMB. Diabetic retinopathy. Diabetes. 1962;2:1–22. [PubMed] [Google Scholar]
  • 7.Antonetti DA, Barber AJ, Bronson SK, et al. Diabetic retinopathy: seeing beyond glucose-induced microvascular disease. Diabetes. 2006 Sep;55(9):2401–2411. doi: 10.2337/db05-1635. [DOI] [PubMed] [Google Scholar]
  • 8.Masland RH. The fundamental plan of the retina. Nat Neurosci. 2001 Sep;4(9):877–886. doi: 10.1038/nn0901-877. [DOI] [PubMed] [Google Scholar]
  • 9.Caputo S, Di Leo MA, Falsini B, et al. Evidence for early impairment of macular function with pattern ERG in type I diabetic patients. Diabetes Care. 1990;13(4):412–418. doi: 10.2337/diacare.13.4.412. [DOI] [PubMed] [Google Scholar]
  • 10.Fortune B, Schneck ME, Adams AJ. Multifocal electroretinogram delays reveal local retinal dysfunction in early diabetic retinopathy. Invest Ophthalmol Vis Sci. 1999 Oct;40(11):2638–2651. [PubMed] [Google Scholar]
  • 11.Daley ML, Watzke RC, Riddle MC. Early loss of blue-sensitive color vision in patients with type I diabetes. Diabetes Care. 1987 Nov-Dec;10(6):777–781. doi: 10.2337/diacare.10.6.777. [DOI] [PubMed] [Google Scholar]
  • 12.Lopes de Faria JM, Katsumi O, Cagliero E, Nathan D, Hirose T. Neurovisual abnormalities preceding the retinopathy in patients with long-term type 1 diabetes mellitus. Graefes Arch Clin Exp Ophthalmol. 2001 Sep;239(9):643–648. doi: 10.1007/s004170100268. [DOI] [PubMed] [Google Scholar]
  • 13.Ng JS, Bearse MA, Jr., Schneck ME, Barez S, Adams AJ. Local diabetic retinopathy prediction by multifocal ERG delays over 3 years. Invest Ophthalmol Vis Sci. 2008 Apr;49(4):1622–1628. doi: 10.1167/iovs.07-1157. [DOI] [PubMed] [Google Scholar]
  • 14.Zeng HY, Green WR, Tso MO. Microglial activation in human diabetic retinopathy. Arch Ophthalmol. 2008 Feb;126(2):227–232. doi: 10.1001/archophthalmol.2007.65. [DOI] [PubMed] [Google Scholar]
  • 15.Barber AJ, Antonetti DA, Kern TS, et al. The Ins2Akita mouse as a model of early retinal complications in diabetes. Invest Ophthalmol Vis Sci. 2005;46:2210–2218. doi: 10.1167/iovs.04-1340. [DOI] [PubMed] [Google Scholar]
  • 16.Barber AJ, Lieth E, Khin SA, Antonetti DA, Buchanan AG, Gardner TW. Neural apoptosis in the retina during experimental and human diabetes. Early onset and effect of insulin. Journal of Clinical Investigation. 1998;102(4):783–791. doi: 10.1172/JCI2425. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Rungger-Brandle E, Dosso AA, Leuenberger PM. Glial Reactivity, an Early Feature of Diabetic Retinopathy. Invest. Ophthalmol. Vis. Sci. 2000 June 1;41(7):1971–1980. 2000. [PubMed] [Google Scholar]
  • 18.Barber AJ, Antonetti DA, Gardner TW. Altered expression of retinal occludin and glial fibrillary acidic protein in experimental diabetes. The Penn State Retina Research Group. Investigative Ophthalmology & Visual Science. 2000;41(11):3561–3568. [PubMed] [Google Scholar]
  • 19.Krady JK, Basu A, Allen CM, et al. Minocycline reduces proinflammatory cytokine expression, microglial activation, and caspase-3 activation in a rodent model of diabetic retinopathy. Diabetes. 2005 May;54(5):1559–1565. doi: 10.2337/diabetes.54.5.1559. [DOI] [PubMed] [Google Scholar]
  • 20.Lieth E, Barber AJ, Xu B, et al. Glial reactivity and impaired glutamate metabolism in short-term experimental diabetic retinopathy. Diabetes. 1998;47:815–820. doi: 10.2337/diabetes.47.5.815. [DOI] [PubMed] [Google Scholar]
  • 21.Gastinger MJ, Barber AJ, Khin SA, McRill CS, Gardner TW, Marshak DW. Abnormal centrifugal axons in streptozotocin-diabetic rat retinas. Investigative Ophthalmology & Visual Science. 2001;42(11):2679–2685. [PMC free article] [PubMed] [Google Scholar]
  • 22.Gastinger MJ, Singh RS, Barber AJ. Loss of cholinergic and dopaminergic amacrine cells in streptozotocin-diabetic rat and Ins2Akita-diabetic mouse retinas. Invest Ophthalmol Vis Sci. 2006 Jul;47(7):3143–3150. doi: 10.1167/iovs.05-1376. [DOI] [PubMed] [Google Scholar]
  • 23.Gastinger MJ, Kunselman AR, Conboy EE, Bronson SK, Barber AJ. Dendrite remodeling and other abnormalities in the retinal ganglion cells of Ins2 Akita diabetic mice. Invest Ophthalmol Vis Sci. 2008 Jun;49(6):2635–2642. doi: 10.1167/iovs.07-0683. [DOI] [PubMed] [Google Scholar]
  • 24.vanGuilder HD, Brucklacher AR, Conboy EE, Bronson SK, Barber AJ. Diabetes downregulates presynaptic proteins and reduces basal synapsin 1 phosphorylation in rat retina. Eur J Neurosci. 2008;28:1–11. doi: 10.1111/j.1460-9568.2008.06322.x. [DOI] [PubMed] [Google Scholar]
  • 25.Miyamoto K, Khosrof S, Bursell SE, et al. Prevention of leukostasis and vascular leakage in streptozotocin-induced diabetic retinopathy via intercellular adhesion molecule-1 inhibition. Proceedings of the National Academy of Sciences of the United States of America. 1999;96(19):10836–10841. doi: 10.1073/pnas.96.19.10836. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Antonetti DA, Barber AJ, Khin S, et al. Vascular permeability in experimental diabetes is associated with reduced endothelial occludin content: vascular endothelial growth factor decreases occludin in retinal endothelial cells. Diabetes. 1998;47(12):1953–1959. doi: 10.2337/diabetes.47.12.1953. [DOI] [PubMed] [Google Scholar]
  • 27.Erickson KK, Sundstrom JM, Antonetti DA. Vascular permeability in ocular disease and the role of tight junctions. Angiogenesis. 2007;10(2):103–117. doi: 10.1007/s10456-007-9067-z. [DOI] [PubMed] [Google Scholar]
  • 28.Tavakoli M, Kallinikos PA, Efron N, Boulton AJ, Malik RA. Corneal sensitivity is reduced and relates to the severity of neuropathy in patients with diabetes. Diabetes Care. 2007 Jul;30(7):1895–1897. doi: 10.2337/dc07-0175. [DOI] [PubMed] [Google Scholar]
  • 29.Bliss M. The Discovery of Insulin. University of Chicago Press; Chicago: 1982. [Google Scholar]
  • 30.Reiter CE, Sandirasegarane L, Wolpert EB, et al. Characterization of insulin signaling in rat retina in vivo and ex vivo. American Journal of Physiology - Endocrinology & Metabolism. 2003;285(4):E763–774. doi: 10.1152/ajpendo.00507.2002. [DOI] [PubMed] [Google Scholar]
  • 31.Reiter CEN, Wu X, Sandirasegarane L, et al. Diabetes reduces basal retinal insulin receptor signaling: reversal with systemic and local insulin. Diabetes. 2006;55:1148–1156. doi: 10.2337/diabetes.55.04.06.db05-0744. [DOI] [PubMed] [Google Scholar]
  • 32.Rajala RV, Wiskur B, Tanito M, Callegan M, Rajala A. Diabetes reduces autophosphorylation of retinal insulin receptor and increases protein-tyrosine phosphatase-1B activity. Invest Ophthalmol Vis Sci. 2009 Mar;50(3):1033–1040. doi: 10.1167/iovs.08-2851. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Kondo T, Kahn CR. Altered insulin signaling in retinal tissue in diabetic states. J Biol Chem. 2004 Jun 16;279:37997–38006. doi: 10.1074/jbc.M401339200. [DOI] [PubMed] [Google Scholar]
  • 34.Fox TE, Han X, Kelly S, et al. Diabetes alters sphingolipid metabolism in the retina: a potential mechanism of cell death in diabetic retinopathy. Diabetes. 2006 Dec;55(12):3573–3580. doi: 10.2337/db06-0539. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Tikhonenko M, Lydic TA, Wang Y, et al. Remodeling of retinal Fatty acids in an animal model of diabetes: a decrease in long-chain polyunsaturated fatty acids is associated with a decrease in fatty acid elongases Elovl2 and Elovl4. Diabetes. 2010 Jan;59(1):219–227. doi: 10.2337/db09-0728. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Diabetes Control and Complications Trial Research Group The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus. N Engl J Med. 1993;329:977–986. doi: 10.1056/NEJM199309303291401. [DOI] [PubMed] [Google Scholar]
  • 37.Greenstein VC, Holopigian K, Hood DC, Seiple W, Carr RE. The nature and extent of retinal dysfunction associated with diabetic macular edema. Invest Ophthalmol Vis Sci. 2000 Oct;41(11):3643–3654. [PubMed] [Google Scholar]
  • 38.Ghirlanda G, Di Leo MA, Caputo S, Cercone S, Greco AV. From functional to microvascular abnormalities in early diabetic retinopathy. Diabetes-Metabolism Reviews. 1997;13(1):15–35. doi: 10.1002/(sici)1099-0895(199703)13:1<15::aid-dmr176>3.0.co;2-m. [DOI] [PubMed] [Google Scholar]
  • 39.Spry PG, Johnson CA, Mansberger SL, Cioffi GA. Psychophysical investigation of ganglion cell loss in early glaucoma. J Glaucoma. 2005 Feb;14(1):11–19. doi: 10.1097/01.ijg.0000145813.46848.b8. [DOI] [PubMed] [Google Scholar]
  • 40.van Dijk HW, Kok PH, Garvin M, et al. Selective loss of inner retinal layer thickness in type 1 diabetic patients with minimal diabetic retinopathy. Invest Ophthalmol Vis Sci. 2009 Jul;50(7):3404–3409. doi: 10.1167/iovs.08-3143. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41.Van Dijk HW, Verbraak FD, Kok PH, et al. Decreased Retinal Ganglion Cell Layer Thickness in Type 1 Diabetic Patients. Invest Ophthalmol Vis Sci. Feb 3; doi: 10.1167/iovs.09-5041. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Cunha-Vaz J. Characterization and relevance of different diabetic retinopathy phenotypes. Dev Ophthalmol. 2007;39:13–30. doi: 10.1159/000098497. [DOI] [PubMed] [Google Scholar]
  • 43.Gardner TW, Jackson GR, Quillen DA, Scott IU. Diabetic Retinopathy: Translating Discoveries to Treatments. In: Greenbaum C, Harrison LC, editors. Diabetes: translating discoveries into practice. Informa Press; New York: 2008. [Google Scholar]
  • 44.Saaddine JB, Honeycutt AA, Narayan KM, Zhang X, Klein R, Boyle JP. Projection of diabetic retinopathy and other major eye diseases among people with diabetes mellitus: United States, 2005–2050. Arch Ophthalmol. 2008 Dec;126(12):1740–1747. doi: 10.1001/archopht.126.12.1740. [DOI] [PubMed] [Google Scholar]
  • 45.Csaky KG, Richman EA, Ferris FL., 3rd Report from the NEI/FDA Ophthalmic Clinical Trial Design and Endpoints Symposium. Invest Ophthalmol Vis Sci. 2008 Feb;49(2):479–489. doi: 10.1167/iovs.07-1132. [DOI] [PubMed] [Google Scholar]

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