Anterior Segment Neovascularization in Diabetic Retinopathy: A Masquerade

Purpose

Anterior segment neovascularization (ASNV) could be a masquerade for ocular ischemic syndrome (OIS) in diabetic patients which misleads diagnosis and treatment. The purpose of our study is to find the relationship between blood flow velocity in carotid siphon and the development of ASNV in diabetic.

Methods

We reviewed 34 eyes of 17 diabetic patients who had Transcranial Color Doppler (TCD) examination with unilateral ASNV. The circulatory parameters of both eyes of each patient were compared and analyzed. In addition, 9 patients with more than 50% stenosis of extracranial internal carotid artery (ICA) and low velocity flow through TCD had been treated by carotid revascularization surgery.

Results

The maximal velocity in systole (Vmax) of carotid siphon (SCA) was lower in the eyes with ASNV than in the eyes without ASNV (P<0.05). ASNV of all the 9 patients regressed totally and BCVA improved significantly (P<0.05). Stenosis of ICA and arm-retina time (ART) decreased significantly (P<0.01) and SCA and ophthalmic artery (OA) increased significantly (P<0.01).

Conclusions

Our study showed ASNV could be a masquerade for OIS in patients with diabetic retinopathy. The decreased blood flow velocity in carotid siphon is related to the development of ASNV. Circulatory parameters screening of SCA by TCD is important to help us to evaluate the blood flow in SCA, the possibility of development of ASNV, and the prognosis of the patient. Interference such as carotid endarterectomy (CEA) or carotid artery stenting (CAS) can be performed if necessary to improve the blood flow in SCA and make ASNV regression.     

The Effects of Pleiotrophin in Proliferative Diabetic Retinopathy

Pleiotrophin (PTN), a secreted, multifunctional cytokine, is involved in angiogenic, fibrotic and neurodegenerative diseases. However, little is known about its effects on diabetic retinopathy, a neurovascular disease. To investigate the role of PTN in proliferative diabetic retinopathy (PDR), PTN concentration in the vitreous was evaluated in PDR patients and non-diabetic controls. PTN expression was observed in epiretinal membranes from patients. PTN knockdown was performed using small interfering (si)RNA, and the effects on retinal pigment epithelium (RPE) cells and human umbilical vascular endothelia cells (HUVECs) were observed in vitro under hyperglycemic and hypoxic conditions. Cell attachment, proliferation, migration, tube formation, cell cycle, apoptosis, extracellular signal-regulated kinase 1/2 (ERK 1/2) phosphorylation, and VEGF levels were studied. The vitreous PTN concentration in PDR patients was higher than that in non-diabetic controls, and PTN was highly expressed in the fibrovascular membranes of PDR patients. Under hyperglycemic and hypoxic conditions, PTN knockdown reduced cell attachment, proliferation, migration, and tube formation and induced cell cycle arrest and apoptosis in vitro. Mechanically, PTN depletion decreased ERK 1/2 phosphorylation. Recombinant PTN up regulated the concentration of VEGF in vitro, which can be attenuated by the ERK 1/2 inhibitor. Taken together, our results implied that elevated PTN in PDR patients might participate in the critical processes of the development of PDR, most likely playing roles in angiogenesis and proliferation, possibly by activating the ERK 1/2 pathway and regulating VEGF secretion. These findings provide new insight into the roles of PTN in PDR and suggest that PTN may become a new target for therapeutic intervention in PDR.     

糖尿病性视网膜病变早期mfERG的研究

目的:探讨糖尿病患者糖尿病性视网膜病变早期多焦视网膜电图(multifocal electroretinogram,mfERG)的特点。方法:应用德国ROLAND公司RETIscan系统对24例40眼糖尿病患者,同时对27例40眼正常对照眼记录mfERG。按机器的默认值一阶反应进行记录。整个记录过程中可以分为12个时段,每个时段记录为时间47秒。结果:mERG测得的糖尿病患者组1～5环所在位置的P1波的振幅密度随离心度的增加而降低,P1波和N1波幅值降低和潜伏时延迟。各象限的P1、N1波振幅密度、波幅值降低,潜伏时延迟。结论:糖尿病性视网膜病变受累的区域多发生在黄斑部,功能上的改变早于形态学的变化;病变的早期功能改变最先出现于视网膜的后极偏颞上方;糖尿病患者在未出现眼底改变时各个象限视网膜的外层已经严重受累。     

Protective Effects of Astragaloside IV on db/db Mice with Diabetic Retinopathy

Objectives

Diabetic retinopathy (DR) is a common diabetic eye disease which is well-known as the result of microvascular retinal changes. Although the potential biological functions of astragaloside IV (AS IV) have long been described in traditional system of medicine, its protective effect on DR remains unclear. This study aims to investigate the function and mechanism of AS IV on type 2 diabetic db/db mice.

Methods

Db/db mice were treated with AS IV (4.5 mg/kg or 9 mg/kg) or physiological saline by oral gavage for 20 weeks along with db/m mice. In each group, retinal ganglion cell (RGC) function was measured by pattern electroretinogram (ERG) and apoptosis was determined by Terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) staining. Blood and retina aldose reductase (AR) activity were quantified by chemiluminescence analysis. The expressions of phosporylated-ERK1/2, NF-κB were determined by Western blot analysis. Furthermore, the expression of related downstream proteins were quantified by Label-based Mouse Antibody Array.

Results

Administration of AS IV significantly improved the amplitude in pattern ERG and reduced the apoptosis of RGCs.in db/db mice. Furthermore, downregulation of AR activity, ERK1/2 phosphorylation, NF-κB and related cytokine were observed in AS IV treatment group.

Conclusions

Our study indicated that AS IV, as an inhibitor of AR, could prevent the activation of ERK1/2 phosporylation and NF-kB and further relieve the RGCs disfunction in db/db mice with DR. It has provided a basis for investigating the clinical efficacy of AR inhibitors in preventing DR.     

Automated Multi-Lesion Detection for Referable Diabetic Retinopathy in Indigenous Health Care

Diabetic Retinopathy (DR) is a complication of diabetes mellitus that affects more than one-quarter of the population with diabetes, and can lead to blindness if not discovered in time. An automated screening enables the identification of patients who need further medical attention. This study aimed to classify retinal images of Aboriginal and Torres Strait Islander peoples utilizing an automated computer-based multi-lesion eye screening program for diabetic retinopathy. The multi-lesion classifier was trained on 1,014 images from the São Paulo Eye Hospital and tested on retinal images containing no DR-related lesion, single lesions, or multiple types of lesions from the Inala Aboriginal and Torres Strait Islander health care centre. The automated multi-lesion classifier has the potential to enhance the efficiency of clinical practice delivering diabetic retinopathy screening. Our program does not necessitate image samples for training from any specific ethnic group or population being assessed and is independent of image pre- or post-processing to identify retinal lesions. In this Aboriginal and Torres Strait Islander population, the program achieved 100% sensitivity and 88.9% specificity in identifying bright lesions, while detection of red lesions achieved a sensitivity of 67% and specificity of 95%. When both bright and red lesions were present, 100% sensitivity with 88.9% specificity was obtained. All results obtained with this automated screening program meet WHO standards for diabetic retinopathy screening.     

米诺环素对糖尿病大鼠视网膜神经细胞凋亡的影响

目的：观察米诺环素对糖尿病大鼠视网膜神经细胞的凋亡的影响,研究米诺环素对糖尿病视网膜神经保护作用,对米诺环素在糖尿病视网膜疾病中抑制神经细胞凋亡提供理论支持。方法：选择健康成年雄性SD大鼠30只,随机分成正常对照组、糖尿病模型组和米诺环素治疗组,每组10只。腹腔内注射链脲佐菌素（STZ）诱发大鼠糖尿病。米诺环素治疗纽给予米诺环素腹腔注射（45mg／kg）,共注射10d,模型组和对照组腹腔注射等体积生理盐水,于给药后8周的3组动物处死,冰浴下取其视网膜组织,随后制备视网膜石蜡切片,采用末端脱氧核糖核酸介导生物素化脱氧尿嘧啶缺口末端标记L（TUNEL）法进行凋亡细胞原位标记,行视网膜神经细胞凋亡计数,对所有数据进行统计学分析。实验结果拟用均数和标准差（x±s）表示,P〈0．05为差异有统计学意义。结果 相同观察时相,与阴性对照组比较,模型对照组大鼠视网膜TUNEL阳性细胞显著增多（P〈0．01）,在米诺环素组,大鼠视网膜TUNEL阳性细胞数比模型对照组明显减少,差异有统计学意义（P〈0．01）。结论：米诺环素能有效降低糖尿病大鼠视网膜神经细胞的凋亡,对糖尿病视网膜神经细胞有保护作用。     

米诺环素对糖尿病大鼠视网膜神经细胞凋亡的影响

目的:观察米诺环素对糖尿病大鼠视网膜神经细胞的凋亡的影响,研究米诺环素对糖尿病视网膜神经保护作用,对米诺环素在糖尿病视网膜疾病中抑制神经细胞凋亡提供理论支持。方法:选择健康成年雄性SD大鼠30只,随机分成正常对照组、糖尿病模型组和米诺环素治疗组,每组10只。腹腔内注射链脲佐菌素(STZ)诱发大鼠糖尿病。米诺环素治疗组给予米诺环素腹腔注射(45mg/kg),共注射10d,模型组和对照组腹腔注射等体积生理盐水,于给药后8周的3组动物处死,冰浴下取其视网膜组织,随后制备视网膜石蜡切片,采用末端脱氧核糖核酸介导生物素化脱氧尿嘧啶缺口末端标记(TUNEL)法进行凋亡细胞原位标记,行视网膜神经细胞凋亡计数,对所有数据进行统计学分析。实验结果拟用均数和标准差(x±s)表示,P<0.05为差异有统计学意义。结果:相同观察时相,与阴性对照组比较,模型对照组大鼠视网膜TUNEL阳性细胞显著增多(P<0.01),在米诺环素组,大鼠视网膜TUNEL阳性细胞数比模型对照组明显减少,差异有统计学意义(P<0.01)。结论:米诺环素能有效降低糖尿病大鼠视网膜神经细胞的凋亡,对糖尿病视网膜神经细胞有保护作用。     

2型糖尿病性视网膜病变临床因素分析

目的:探讨影响2型糖尿病视网膜病变(DR)发病的相关临床因素。方法:回顾性分析483例2型糖尿病患者的临床资料。结果:2型糖尿痛DR患病率为35%(169/483),其中非增殖型视网膜病变(NPDR)73.4%(124/169),增殖型视网膜病变(PDR)26.6% (45/169)。DR患者的病程、SBP、合并肾脏病变、合并心脏病变、HbA1c、TC、TG、LDL-c、BUN和Cr均显著高于NDR患者(P<0.05);Logistic回归分析显示病程、年龄、SBP、TC、LDL-c、合并心脏病变和/或肾脏病变是DR发病的危险因素。结论:DM病程、患病年龄、SBP、HbA1c、TC、LDL-c、合并心脏病变和/或肾脏病变、肾功能是DR发生发展的危险因素。     

葛根素对糖尿病视网膜细胞凋亡作用的研究进展

糖尿病的发病率逐年上升,其并发症的严重性日趋明显,特别是糖尿病视网膜病变导致视力下降和丧失已经引起了广泛关注,所以研究糖尿病视网膜病变的发病机制及其防治是必要的。糖尿病视网膜病变是一种多种机制共同作用的复杂性疾病,而细胞凋亡在糖尿病视网膜病变的发生和发展中起着重要的作用,所以研究细胞凋亡对糖尿病视网膜病变的治疗有着重要意义。由于细胞凋亡研究的深入,人们将注意力集中于糖尿病视网膜细胞凋亡能否得到抑制和逆转的问题上。研究发现,糖尿病视网膜病变细胞凋亡可能与视网膜新生血管形成、VEGF水平增高等因素有关。当前对葛根素的研究表明,葛根素能有效抑制视网膜新生血管形成,并且对于缺血、缺氧等因素引起的损害有很强的改善作用,葛根素还可以降低糖尿病糖基化终产物水平,甚至对视网膜超微结构的损害具有一定的保护作用,所以葛根素可能是治疗糖尿病性视网膜病变的新策略。本文就近期糖尿病视网膜病变中细胞凋亡的有关研究和葛根素的抗细胞凋亡作用做一综述,提示在糖尿病视网膜病变中葛根素的不可忽视的作用。     

High Prevalence of Diabetic Retinopathy in Diabetic Patients Concomitant with Metabolic Syndrome

Objective

To evaluate the relationship between metabolic syndrome (MetS) and the prevalence of diabetic retinopathy (DR).

Research Design and Methods

We conducted a case-controlled study, with data obtained from 2,551 Chinese participants between 18–79 years of age (representing a population of 1,660,500 in a district of Beijing). 74 cases of DR were found following data assessment by two 45° digital retinal images. Subjects without DR (NDR group) selected from the remaining 2,477 subjects were matched 1:1 to the DR group by HbA1c. MetS was defined by incorporating diagnostic criteria of the American Heart Association/National Heart, Lung, and Blood Institute (AHA/NHLBI) and the International Diabetes Federation (IDF).

Results

There were no statistical differences between the DR group and NDR group in a number of biological or laboratory tests. However, the percentage of patients with DR increased vs. patients without DR with the number of MetS components from 1 to 5 (14.3% vs. 85.7%, 38.9% vs. 61.1%, 49.1% vs. 50.9%, 61.4% vs. 38.6% and 83.3% vs. 16.7%, respectively) (Pearson χ² = 9.938, P = 0.037). The trend to develop DR with MetS was significantly higher than that without MetS (NMetS) (χ² = 5.540, P = 0.019). MetS was an independent statistical indicator of the presence of DR after adjusting for age and sex [odds ratio (95% CI): 2.701(1.248–5.849), P = 0.012], which is still the case with an additional adjustment for WC, SBP, TC, HbA1c and duration of diabetes [odds ratio (95% CI): 2.948(1.134–7.664), P = 0.027].

Conclusion

DR is one of the diabetic microvascular complications. Apart from poor glycemic control, the concomitance of other metabolic factors can also influence DR. MetS, defined as a cluster of metabolic risk factors, is a strong and independent indicator of DR, even to the same extent as glycemic control.     

延长糖尿病模型大鼠生存期对糖尿病视网膜病变的影响

目的延长糖尿病模型大鼠生存期,动态观察糖尿病视网膜病变(DR)的形成和发展过程。方法雄性SD大鼠70只,随机分成对照组(20只)和模型组(50只),采用链脲佐菌素(STZ)60 mg/(kg.bw)体重腹腔1次注射造模,分别于69、、12月时处死取眼球,采用视网膜微血管消化铺片技术观察糖尿病视网膜病变的微血管形态学改变。结果糖尿病大鼠DR样病变随着病程的延长病变呈多样性改变,以12月DR出现的小动脉硬化尤为严重。结论糖尿病大鼠生存期的延长对糖尿病视网膜病变的研究有着积极的意义。     

Validation of Smartphone Based Retinal Photography for Diabetic Retinopathy Screening

Aim

To evaluate the sensitivity and specificity of “fundus on phone’ (FOP) camera, a smartphone based retinal imaging system, as a screening tool for diabetic retinopathy (DR) detection and DR severity in comparison with 7-standard field digital retinal photography.

Design

Single-site, prospective, comparative, instrument validation study.

Methods

301 patients (602 eyes) with type 2 diabetes underwent standard seven-field digital fundus photography with both Carl Zeiss fundus camera and indigenous FOP at a tertiary care diabetes centre in South India. Grading of DR was performed by two independent retina specialists using modified Early Treatment of Diabetic Retinopathy Study grading system. Sight threatening DR (STDR) was defined by the presence of proliferative DR(PDR) or diabetic macular edema. The sensitivity, specificity and image quality were assessed.

Results

The mean age of the participants was 53.5 ±9.6 years and mean duration of diabetes 12.5±7.3 years. The Zeiss camera showed that 43.9% had non-proliferative DR(NPDR) and 15.3% had PDR while the FOP camera showed that 40.2% had NPDR and 15.3% had PDR. The sensitivity and specificity for detecting any DR by FOP was 92.7% (95%CI 87.8–96.1) and 98.4% (95%CI 94.3–99.8) respectively and the kappa (ĸ) agreement was 0.90 (95%CI-0.85–0.95 p<0.001) while for STDR, the sensitivity was 87.9% (95%CI 83.2–92.9), specificity 94.9% (95%CI 89.7–98.2) and ĸ agreement was 0.80 (95%CI 0.71–0.89 p<0.001), compared to conventional photography.

Conclusion

Retinal photography using FOP camera is effective for screening and diagnosis of DR and STDR with high sensitivity and specificity and has substantial agreement with conventional retinal photography.     

糖尿病视网膜病变患者多次住院的影响因素分析

目的:探讨糖尿病视网膜病变(DR)患者多次住院(住院次数≥2)的影响因素。方法:以2型糖尿病(DM)并因糖尿病视网膜病变(DR)相关并发症多次住院(住院次数≥2)的患者为实验组,对照组为非糖尿病多次因眼科相关疾病住院(住院次数≥2)患者。比较两组患者在第二次住院时的发病年龄、空腹血糖(fasting blood glucose,GLU)、糖化血清蛋白(glycated serum protrin,GSP)、丙氨酸氨基转移酶(Alanine aminotransferase,ALT)、天冬氨酸氨基转移酶(aspartate aminotransferase,AST)、肌酐(creatinine,Cr)、尿素(urea)、总胆汁酸(total bile acid,TBA)、血清尿酸(uric acid,UA)、甘油三酯(triglycetide,TG)、胆固醇(cholesterol,Ch)、体质指数(body mass index,BMI)等。结果:单因素分析结果显示入院时血糖、糖化血清蛋白、血清尿酸、甘油三酯、胆固醇与DR患者多次住院(住院次数≥2)显著相关(P均≤0.01)。多因素Logistic回归分析显示:空腹血糖(P=0.038;95%CI:1.101~26.325)、糖化血清蛋白(P=0.003;95%CI:1.017~1.082)、尿酸(P=0.167;95%CI:0.994~1.032)、甘油三脂(P=0.023;95%CI:1.774~2228.179)、胆固醇(P=0.029;95%CI:1.317~166.317)水平是DR患者多次住院(住院次数≥2)的独立危险因素。结论:空腹血糖、糖化血清蛋白、尿酸、甘油三脂和胆固醇是DR患者多次住院(住院次数≥2)的独立危险因素。     

Results of Automated Retinal Image Analysis for Detection of Diabetic Retinopathy from the Nakuru Study,Kenya

Objective

Digital retinal imaging is an established method of screening for diabetic retinopathy (DR). It has been established that currently about 1% of the world’s blind or visually impaired is due to DR. However, the increasing prevalence of diabetes mellitus and DR is creating an increased workload on those with expertise in grading retinal images. Safe and reliable automated analysis of retinal images may support screening services worldwide. This study aimed to compare the Iowa Detection Program (IDP) ability to detect diabetic eye diseases (DED) to human grading carried out at Moorfields Reading Centre on the population of Nakuru Study from Kenya.

Participants

Retinal images were taken from participants of the Nakuru Eye Disease Study in Kenya in 2007/08 (n = 4,381 participants [NW6 Topcon Digital Retinal Camera]).

Methods

First, human grading was performed for the presence or absence of DR, and for those with DR this was sub-divided in to referable or non-referable DR. The automated IDP software was deployed to identify those with DR and also to categorize the severity of DR.

Main Outcome Measures

The primary outcomes were sensitivity, specificity, and positive and negative predictive value of IDP versus the human grader as reference standard.

Results

Altogether 3,460 participants were included. 113 had DED, giving a prevalence of 3.3% (95% CI, 2.7–3.9%). Sensitivity of the IDP to detect DED as by the human grading was 91.0% (95% CI, 88.0–93.4%). The IDP ability to detect DED gave an AUC of 0.878 (95% CI 0.850–0.905). It showed a negative predictive value of 98%. The IDP missed no vision threatening retinopathy in any patients and none of the false negative cases met criteria for treatment.

Conclusions

In this epidemiological sample, the IDP’s grading was comparable to that of human graders’. It therefore might be feasible to consider inclusion into usual epidemiological grading.     

Neurotrophins and Neurotrophin Receptors in Proliferative Diabetic Retinopathy

Neurotrophins (NTs) are emerging as important mediators of angiogenesis and fibrosis. We investigated the expression of the NTs nerve growth factor (NGF), brain-derived neurotrophic factor (BDNF), neurotrophin-3 (NT-3), and neurotrophin-4 (NT-4) and their receptors TrkA, TrkB, and TrkC in proliferative diabetic retinopathy (PDR). As a comparison, we examined the expression of NTs and their receptors in the retinas of diabetic rats. Vitreous samples from 16 PDR and 15 nondiabetic patients were studied by Western blot analysis and enzyme-linked immunosorbent assay (ELISA). Epiretinal membranes from 17 patients with PDR were studied by immunohistochemistry. Rats were made diabetic with a single high dose of streptozotocin and retinas of rats were examined by Western blot analysis. Western blot analysis revealed a significant increase in the expression of NT-3 and NT-4 and the shedding of receptors TrkA and TrkB in vitreous samples from PDR patients compared to nondiabetic controls, whereas NGF and BDNF and the receptor TrkC were not detected with the use of Western blot analysis and ELISA. In epiretinal membranes, vascular endothelial cells and myofibroblasts expressed NT-3 and the receptors TrkA, TrkB and TrkC in situ, whereas NT-4 was not detected. The expression levels of NT-3 and NT-4 and the receptors TrkA and TrkB, both in intact and solubilized forms, were upregulated in the retinas of diabetic rats, whereas the receptor TrkC was not detected. Co-immunoprecipitation studies revealed binding between NT-3 and the receptors TrkA and TrkB in the retinas of diabetic rats. Our findings in diabetic eyes from humans and rats suggest that the increased expression levels within the NT-3 and NT-4/Trk axis are associated with the progression of PDR.     

高压氧在治疗糖尿病视网膜病变中的应用进展

糖尿病视网膜病变是糖尿病最常见、最主要的微血管并发症之一,其高发病率、高致盲率特征严重威胁着人类的健康和生存质量。长期的高糖状态导致视网膜缺血缺氧是糖尿病视网膜病变的主要发病原因。控制高血糖和改善组织缺氧无疑是防治糖尿病微血管病变的有效方法之一。而高压氧治疗是许多急慢性疾病的首选或辅助治疗方法。已有大量证据表明,高压氧治疗对视网膜静脉阻塞及黄斑囊样水肿、缺血性视神经病变、中心性浆液性脉络膜视网膜病变等眼病安全有效。本文就高压氧在糖尿病视网膜病变中的应用进行综述和讨论。     

川芎嗪联合前列地尔治疗背景性糖尿病视网膜病变疗效的临床观察

目的:探讨川芎嗪(Ligustrazine)联合前列地尔(Alprostadil)治疗背景性糖尿病视网膜病变(Diabetic retinopathy,DR)的作用与疗效。方法:收集近年我院糖尿病伴背景性DR共73例(112只眼),分别按治疗中应用川芎嗪联合前列地尔或拜阿司匹林分为治疗组与对照组,比较两组治疗前后患者眼底病变改善情况。结果:川芎嗪联合前列地尔的治疗组疗效比拜阿司匹林的对照组好;眼底荧光检查表明,治疗组眼底病变改善明显好于对照组,差异显著(P<0.05)。结论:川芎嗪联合前列地尔对DR有较好的疗效。     

Chronic Kidney Disease and Diabetic Retinopathy in Patients with Type 2 Diabetes

Purpose

To explore the relationship between chronic kidney disease (CKD) and diabetic retinopathy (DR) in a representative population of type 2 diabetes mellitus (DM2) patients in Catalonia (Spain).

Methods

This was a population-based, cross-sectional study. A total of 28,344 patients diagnosed with DM2 who had recorded ophthalmologic and renal functional examinations were evaluated. Data were obtained from a primary healthcare electronic database of medical records. CKD was defined as an estimated glomerular filtration ratio (eGFR) of <60 ml/min/1.73m² and/or urine albumin to creatinine ratio (UACR) ≥30 mg/g. DR was categorized as non-vision threatening diabetic retinopathy and vision threatening diabetic retinopathy.

Results

CKD was associated with a higher rate of DR [OR], 95% confidence interval [CI], 1.5 (1.4–1.7). When we analyzed the association between different levels of UACR and DR prevalence observed that DR prevalence rose with the increase of UACR levels, and this association was significant from UACR values ≥10 mg/g, and increased considerably with UACR values ≥300mg/g (Odds ratio [OR], 95% confidence interval [CI], 2.0 (1.6–2.5). This association was lower in patients with eGFR levels 44 to 30 mL/min/1.73m² [OR], 95% confidence interval [CI], 1.3 (1.1–1.6).

Conclusions

These results show that CKD, high UACR and/or low eGFR, appear to be associated with DR in this DM2 population.