Risk Factors For Diabetic Retinopathy Research Articles

Evaluation and Optimization of Diabetic Retinopathy Screenings for Uninsured Latinx Patients in a Resource-Limited Student-Run Free Clinic.

Diabetic retinopathy (DR) is a sight-threatening condition that causes progressive retina damage. Student-run free clinics represent a valuable opportunity to provide DR screenings to high-risk populations. We characterized the patient population, evaluated the performance, and conducted a needs assessment of DR screenings at the University of California, San Diego Student-Run Ophthalmology Free Clinic, which provides care to predominantly uninsured, Latino patients. Retrospective chart review was conducted of all patients seen at the free clinic since 2019 with a diagnosis of type II diabetes. Date and outcome of all DR-related screenings or visits from 2015 onward, demographics information, and DR risk factors such as A1c and insulin dependence were recorded. Predictors of diabetic retinopathy and frequency of DR screenings for each patient were analyzed using multiple logistic regression, t-test for equality of means, and Pearson's correlation. Of 179 uninsured diabetic patients receiving care at the free clinic, 71% were female and average age was 59. 83% had hypertension, 93% had hyperlipidemia, and 79% had metabolic syndrome. Prevalence of non-proliferative DR was 34% and that of proliferative DR was 15% in diabetic patients. The free clinic capacity in recent years plateaued at just under 50% of patients seen for DR screening or visit per year, though average wait time was over 2 years between visits. Patients with higher no-show rates had less frequent DR screenings. Chronic kidney disease and poor glycemic control were the strongest predictors of DR. The student-run free ophthalmology clinic has been effective in providing screening and follow-up care for DR patients. Creation of a protocol to identify which patients are at highest risk of DR and should be seen more urgently, addressing no-shows, and implementation of a tele-retina program are potential avenues for improving clinic efficiency in a resource-limited setting for vulnerable populations.

Transcriptome sequencing and Mendelian randomization analysis identified biomarkers related to neutrophil extracellular traps in diabetic retinopathy.

In the development of diabetic retinopathy (DR), neutrophil infiltration hastens the adhesion between neutrophils and endothelial cells, leading to inflammation. Meanwhile, neutrophil extracellular traps (NETs) produced by neutrophils could clear aging blood vessels, setting the stage for retinal vascular regeneration. To explore the mechanism of NETs-related genes in DR, the transcriptome of NETs from normal and DR individuals were analyzed with gene sequencing and mendelian randomization (MR) analysis. Five NETs-related genes were identified as key genes. Among these genes, CLIC3, GBP2, and P2RY12 were found to be risk factors for Proliferative DR(PDR), whereas HOXA1 and PSAP were protective factors. Further verification by qRT-PCR recognized GBP2, P2RY12 and PSAP as NETs-associated biomarkers in PDR. To investigate neutrophil extracellular traps (NETs) related genes as biomarkers in the progression of diabetic retinopathy (DR). We collected whole blood samples from 10 individuals with DR and 10 normal controls (NCs) for transcriptome sequencing. Following quality control and preprocessing of the sequencing data, differential expression analysis was conducted to identify differentially expressed genes (DEGs) between the DR and NC groups. Candidate genes were then selected by intersecting these DEGs with key module genes identified through weighted gene co-expression network analysis. These candidate genes were subjected to mendelian randomization (MR) analysis, then least absolute shrinkage and selection operator analysis to pinpoint key genes. The diagnostic utility of these key genes was evaluated using receiver operating characteristic curve analysis, and their expression levels were examined. Additional analysis, including nomogram construction, gene set enrichment analysis, drug prediction and molecular docking, were performed to investigate the functions and molecular mechanisms of the key genes. Finally, the expression of key genes was verified by qRT-PCR and biomarkers were identified. Intersection of 1,004 DEGs with 1,038 key module genes yielded 291 candidate genes. Five key genes were identified: HOXA1, GBP2, P2RY12, CLIC3 and PSAP. Among them, CLIC3, GBP2, and P2RY12 were identified as risk factors for DR, while HOXA1 and PSAP were protective. These key genes demonstrated strong diagnostic performance for DR. With the exception of P2RY12, all other key genes exhibited down-regulation in the DR group. Furthermore, the nomogram incorporating multiple key genes demonstrated superior predictive capacity for DR compared to a single key genes. The identified key genes are involved in oxidative phosphorylation and ribosome functions. Drug predictions targeting P2RY12 suggested prasugrel, ticagrelor, and ticlopidine as potential options owing to their high binding affinity with this key genes. The qRT-PCR results revealed that the results of GBP2, PSAP and P2RY12 exhibited consistent expression patterns with the dataset. This study identified GBP2, P2RY12 and PSAP as NETs-associated biomarkers in the development of PDR, offering new insights for clinical diagnosis and potential treatment strategies for DR.

Alzheimer's disease as a causal risk factor for diabetic retinopathy: a Mendelian randomization study.

This study aims to investigate the causal relationship between Alzheimer's Disease (AD) and Diabetic Retinopathy (DR). Employing Mendelian Randomization (MR), Generalized Summary-data-based Mendelian Randomization (GSMR), and the MR-Steiger test, this study scrutinizes the genetic underpinnings of the hypothesized causal association between AD and DR, as well as its Proliferative DR (PDR) and Non-Proliferative DR (NPDR) subtypes. Comprehensive data from Genome-Wide Association Studies (GWAS) were analyzed, specifically AD data from the Psychiatric Genomics Consortium (71,880 cases/383,378 controls), and DR, PDR, and NPDR data from both the FinnGen consortium (FinnGen release R8, DR: 5,988 cases/314,042 controls; PDR: 8,383 cases/329,756 controls; NPDR: 3,446 cases/314,042 controls) and the IEU OpenGWAS (DR: 14,584 cases/176,010 controls; PDR: 8,681 cases/204,208 controls; NPDR: 2,026 cases/204,208 controls). The study also incorporated Functional Mapping and Annotation (FUMA) for an in-depth analysis of the GWAS results. The MR analyses revealed that genetic susceptibility to AD significantly increases the risk of DR, as evidenced by GWAS data from the FinnGen consortium (OR: 2.5090; 95% confidence interval (CI):1.2102-5.2018, false discovery rate P-value (PFDR)=0.0201; GSMR: bxy=0.8936, bxy_se=0.3759, P=0.0174), NPDR (OR: 2.7455; 95% CI: 1.3178-5.7197, PFDR=0.0166; GSMR: bxy=0.9682, bxy_se=0.3802, P=0.0126), and PDR (OR: 2.3098; 95% CI: 1.2411-4.2986, PFDR=0.0164; GSMR: bxy=0.7962, bxy_se=0.3205, P=0.0129) using DR GWAS from FinnGen consortium. These results were corroborated by DR GWAS datasets from IEU OpenGWAS. The MR-Steiger test confirmed a significant association of all identified instrumental variables (IVs) with AD. While a potential causal effect of DR and its subtypes on AD was identified, the robustness of these results was constrained by a low power value. FUMA analysis identified OARD1, NFYA, TREM1 as shared risk genes between DR and AD, suggesting a potential genetic overlap between these complex diseases. This study underscores the contribution of AD to an increased risk of DR, as well as NPDR and PDR subtypes, underscoring the necessity of a holistic approach in the management of patients affected by these conditions.

Correlation Between Glycolipid Metabolism Levels and Diabetic Retinopathy in Patients with Type 2 Diabetes Mellitus.

We investigate the correlation between glucose and lipid metabolism and diabetic retinopathy (DR) in patients with type 2 diabetes mellitus (T2DM) and its diagnostic and predictive value. A retrospective analysis involved 620 patients diagnosed with T2DM, categorized into two groups based on fundus examination results: the non-diabetic retinopathy group (NDR, n=340) and the diabetic retinopathy group (DR, n=280). We collected baseline patient data, calculated the ratio of glycated hemoglobin (HbA1c) to high-density lipoprotein cholesterol (HDL-C), and analyzed its association with Type 2 Diabetic Retinopathy. HbA1c/HDL-C in DR group exhibited significantly higher than the NDR group (P<0.001). Mantel-Haenszel's chi-square trend analysis indicated a notable linear trend (P<0.001) between HbA1c/HDL-C and DR. HbA1c/HDL-C revealed moderate positive correlations with DR, r=0.342, P<0.001. Binary logistic regression analysis showed systolic blood pressure (SBP), diabetes course, fasting blood glucose (FBG) and HbA1c/HDL-C as independent risk factors for DR in T2DM patients. Restrictive cubic spline analysis demonstrated a significant nonlinear relationship between HbA1c/HDL-C and DR (P total trend <0.001, P nonlinear = 0.0196). ROC curve analysis identified that HbA1c/HDL-C had the highest diagnostic accuracy for DR, with an area under the ROC curve (AUC) of 0.711, 53.2% sensitivity, and 78.2% specificity. Our study shows that HbA1c/HDL-C is an independent risk factor for DR in patients with type 2 diabetes. HbA1c/HDL-C has good diagnostic value for DR and can be used as a biological index for early screening of DR.

Association between red blood cell distribution width/albumin ratio and all-cause mortality or cardiovascular diseases mortality in patients with diabetic retinopathy: A cohort study.

Red blood cell distribution width/albumin ratio (RAR) has been reported as an independent risk factor for diabetic retinopathy (DR), while its association and predictive value in the prognosis of DR patients has not been reported. This study aims to explore the association and predictive value of RAR in the prognosis of DR patients. This was a retrospective cohort study based on the National Health and Nutrition Examination Survey (NHANES). The independent variable was RAR, and dependent variables were all-cause mortality and cardiovascular diseases (CVD) mortality. The association between RAR and the risk of all-cause mortality and CVD mortality was assessed using univariate and multivariate cox regression models. The results were shown as HR (hazard ratio) with 95% confidence intervals (CIs). Subgroup analysis based on age or hyperlipidemia was performed. The discrimination of the prediction model was assessed using concordance index (C-index). A total of 725 eligible patients were finally included in this study. The increase of RAR was associated with increased risk of all-cause mortality (HR: 1.15, 95%CI: 1.01-1.31) and CVD mortality (HR: 1.35, 95%CI: 1.12-1.63) after adjusting the covariates. We also found the significant association between higher RAR and higher risk of CVD mortality in DR patients with age < 65 years (HR: 1.35, 95%CI: 1.09-1.67) and with hyperlipidemia (HR: 1.34, 95%CI: 1.10-1.64). C-index of RAR for all-cause mortality and CVD mortality was 0.63 (95%CI: 0.59-0.67) and 0.65 (95%CI: 0.59-0.71), respectively. Higher RAR was associated with the higher risk of all-cause mortality and CVD mortality in DR patients, and RAR may be a useful predictor for the prognosis of DR patients.

Clinical Utility of Spectral-Domain Optical Coherence Tomography Marker Disorganization of Retinal Inner Layers in Diabetic Retinopathy.

Disorganization of retinal inner layers (DRIL) is a potential spectral-domain optical coherence tomography (SD-OCT) imaging biomarker with clinical utility in diabetic retinopathy (DR). A cross-sectional study was conducted at a large academic center. The cohort was composed of 1,175 patients with type 2 diabetes with and without retinopathy on initial examination between September 2009 and January 2019 (n = 2,083 eyes). DR risk and progression factors were obtained from the medical record. Trained graders masked to patients' clinical histories evaluated SD-OCT scans for DRIL. Of 2,083 eyes, 28.1% (n = 585) demonstrated presence of DRIL with high interrater reliability (K = 0.88, 95% CI 0.86-0.90). DRIL was associated with worse visual acuity (VA) (P < 0.001) and DR severity (P < 0.0001). Insulin users had more severe DR (P < 0.0001). DR-related factors, race (Black, White) and sex (male) were significantly associated with DRIL (P < 0.05). DRIL was strongly associated with DR severity and worse VA, supporting its utility as an unfavorable prognostic indicator. [Ophthalmic Surg Lasers Imaging Retina 2023;54:692-700.].

A Prediction Model for Sight-Threatening Diabetic Retinopathy Based on Plasma Adipokines among Patients with Mild Diabetic Retinopathy.

Accumulating evidence has suggested a link between adipokines and diabetic retinopathy (DR). This study is aimed at investigating the risk factors for sight-threatening DR (STDR) and establishing a prognostic model for predicting STDR among a high-risk population of patients with type 2 diabetes mellitus (T2DM). Plasma concentrations of adipokines were determined by enzyme-linked immunosorbent assay. In the case-control set, principal component analysis (PCA) was performed to select optimal predictive cytokines for STDR, involving severe nonproliferative DR (NPDR) and proliferative DR. Support vector machine (SVM) was used to examine the possible combination of baseline plasma adipokines to discriminate the patients with mild NPDR who will later develop STDR. An individual prospective cohort with a follow-up period of 3 years was used for the external validation. In both training and testing sets, involving 306 patients with T2DM, median levels of plasma adiponectin (APN), leptin, and fatty acid-binding protein 4 (FABP4) were significantly higher in the STDR group than those in mild NPDR. Except for adipsin, the other three adipokines, FABP4, APN, and leptin, were selected by PCA and integrated into SVM. The accuracy of the multivariate SVM classification model was acceptable in both the training set (AUC = 0.81, sensitivity = 71%, and specificity = 91%) and the testing set (AUC = 0.77, sensitivity = 61%, and specificity = 92%). 110 T2DM patients with mild NPDR, the high-risk population of STDR, were enrolled for external validation. Based on the SVM, the risk of each patient was calculated. More STDR occurred in the high-risk group than in the low-risk group, which were grouped by the median value of APN, FABP4, and leptin, respectively. The model was validated in an individual cohort using SVM with the AUC, sensitivity, and specificity reaching 0.77, 64%, and 91%, respectively. Adiponectin, leptin, and FABP4 were demonstrated to be associated with the severity of DR and maybe good predictors for STDR, suggesting that adipokines may play an important role in the pathophysiology of DR development.

Risk Factors for Diabetic Retinopathy in Latin America (Mexico) and the World: A Systematic Review and Meta-Analysis.

Diabetic retinopathy (DR) is one of the main complications of diabetes, and the management of the main control parameters explains only an 11% reduction in the risk of progressing to DR, leaving 89% to be explained by other factors or correlations between the usual factors that are currently unknown. The objective of this systematic review and meta-analysis is to evaluate the similarities and differences between the possible risk factors for developing DR when comparing the world to Latin American populations. The search was performed first for Latin American (LA) populations and a second search for non-Latin American (Non-LA) populations. Using the PRISMA guidelines, five articles were found to be relevant for each of the groups. The patients who had elevated systolic blood pressure (SBP) developed DR more frequently than the patients without retinopathy (Z = 2.1, p = 0.03), an effect measured in the population at a global level (GL), behavior that becomes not significant when the LA and non-LA populations are grouped separately; relevant to this is that the diagnosis of hypertension (HBP) grouped globally and stratified does not present a risk factor for DR (Z = 0.79, p = 0.42). This indicates that SBP is a risk factor for the world population and that, by separating it into different regions, the omission could cause it not to be considered a possible risk factor. In conclusion, the relationship between the increase in DR associated with the risk factors present in different populations, the limited research conducted in Latin America, and the cultural, social, economic, and genetic differences makes for a complex condition, which reflects the necessity of researching in a more integrated way.

Prevalence and risk factors for Diabetic Retinopathy in a tertiary institution in South Eastern Nigeria

This study aimed to determine the prevalence and risk factors for Diabetic Retinopathy (DR) in subjects attending a tertiary health center in Enugu, Southeast Nigeria. This cross-sectional study was carried out during a three-day screening exercise among 147 diabetic patients at Enugu State University Teaching Hospital, a referral center in Enugu, Nigeria. A total of 147 patients with diabetes were recruited, and underwent direct fundoscopy as well as slit lamp examination for Diabetes Mellitus (DM)-induced ocular abnormalities. Socio-demographic, clinical and anthropometric indices were also obtained from each subject. The prevalence of DR was 18.7% in this study. Poor glycemic control (HbA1c&gt;7%) was positively associated with the prevalence of DR. There was, however, no significant association between DR and known risk factors, including prolonged duration of DM, hypertension, Body Mass Index (BMI) and central obesity, fruit intake, alcohol use, and smoking. DR, a serious microvascular complication of DM, is present in a significant number of diabetic subjects. Primary prevention, by optimal glycemic control, is highly recommended to prevent largely irreversible retinal damage and visual loss.

Associations of levels of high-molecular-weight adiponectin, secreted frizzled-related protein 5 and vascular endothelial growth factor-165 with diabetic retinopathy

Abstract Background: The pathogenesis of diabetic retinopathy (DR) remains unclear. The aim of the study was to explore the associations of DR with the levels of high-molecular-weight adiponectin (HMW-ADP), secreted frizzled-related protein 5 (SFRP-5) as well as vascular endothelial growth factor-165 (VEGF165). Methods: Based on the diagnostic criteria for DR, non-DR (NDR), proliferative DR (PDR) plus non-proliferative DR (NPDR) groups were set up for type 2 diabetes mellitus (T2DM) patients (n=180) treated from January 2020 to March 2021. The control group consisted of another 60 healthy subjects undergoing physical examinations. Their clinical data were compared. Receiver operating characteristic curves were plotted to assess the predictive values of HMW-ADP, VEGF165 and SFRP-5 for DR. The predictive efficiency of the established nomogram model was assessed. Results: The differences in age, fasting plasma glucose (FPG), T2DM duration, triglyceride (TG), hypertension history, high-density lipoprotein cholesterol (HDL-C), glycosylated haemoglobin (HbA1c), serum creatinine (Scr), homeostasis model assessment of insulin resistance (HOMA-IR), urine acid (UA), SFRP-5 HMW-ADP, and VEGF165 were significant between control and DR groups (P&lt;0.05). HMW-ADP, VEGF165 and SFRP-5 had predictive values for DR (AUC&gt;0.7), and the predictive efficiency of their combination was highest. The duration of T2DM, Scr, UA and VEGF165 were independent risk factors for DR, while HMW-ADP and SFRP-5 were protective factors (P&lt;0.05). Preferable discrimination and accuracy together with clinical applicability were obtained for the nomogram prediction model. Conclusions: The three indicators as a whole have a high predictive value for DR, as potential indicators for the clinical screening of high-risk groups.

Risk Factors for Diabetic Retinopathy in Chinese Patients with Different Diabetes Duration: Association of C-Peptide and BUN/Cr Ratio with Type 2 Diabetic Retinopathy.

Controlling the risk factors was the most effective strategy to prevent diabetic retinopathy (DR). This study aimed to recognize the risk factors of DR, and explores whether the effect of those factors is modified by diabetes mellitus (DM) duration. A total of 1058 DM patients with information about DR assessment were included. DR was measured by a complete ophthalmic examination and was classified as having one or more distinct microaneurysms in the eyes. Data from the lab and clinical factors were gathered. Multivariate logistic analysis was used to examine the risk factors, and the best-fitting model was selected by a backward stepwise based on A1C. In the current study, 274 (25.9%) patients developed DR. In the entire subjects, baseline age, the level of C-peptide, and urinary creatinine were all presented as protective effects of DR, whose odds ratios (ORs) and 95% confidence intervals (CIs) were 0.79 (0.62, 0.99), 0.75 (0.61, 0.91), and 0.70 (0.52, 0.93), respectively. Conversely, systolic pressure (SBP), urinary albumin, and BUN/Cr ratio were the important risk factors for DR with ORs (95% CIs) 1.21 (1.01, 1.46), 1.55 (1.30, 1.84), and 1.33 (1.11, 1.59), respectively. In stratification analysis, females with higher SBP would be more likely to develop DR in the short-duration group, while C-peptide and urinary creatinine showed protective effects in the long-duration group. BUN/Cr ratio all presented as a risk factor, with ORs 1.38 (p = 0.041) and 1.33 (p = 0.014) in short- and long-duration groups, respectively. Although renal functions presented a significant association with DR in all DM patients, the risk factors of DR varied widely in different disease-duration subjects. Target strategies to prevent DR should be put forward individually, considering the patient's DM duration. Improving the BUN/Cr ratio may be beneficial to delaying DR.

Clinical Profile, Demographic Distribution and Risk Factors of Parafoveal Telangiectasia: An Electronic Medical Record-Driven Big Data Analytics from a Multitier Eye Care Network

ABSTRACT Objective To describe the demographics and clinical profile of parafoveal telangiectasia (PFT) and compare risk factors for diabetic retinopathy (DR) among PFT and non-PFT patients. Methods This cross-sectional hospital-based study included 2,834,616 new patients presenting to a multi-tier ophthalmology hospital network in India between August 2010 and June 2021. Patients with a clinical diagnosis of PFT in at least one eye were included as cases. The data were collected using an electronic medical record system. Results Overall, 2,310 (0.081%) patients were diagnosed with PFT. Most of the patients were female (62.42%) with (odds ratio [OR] = 2.08), and had bilateral (84.85%) affliction. The most common age group at presentation was during the sixth decade of life with 825 (35.71%) patients. The overall prevalence was higher in patients from an upper socio economic status (0.242%) presenting from the metropolitan geography (0.113%; OR = 2.37). Systemic history of diabetes mellitus (DM) with a mean duration of 122.03 ± 95.59 months was seen in 849 (36.75%) and hypertension in 609 (26.36%) patients. Of the 4,270 eyes, 2,441 (57.17%) eyes had a visual impairment of mild or no visual impairment (<20/70) followed by moderate visual impairment (>20/70–20/200) in 1022 (23.93%) eyes. The risk of sight threatening diabetic retinopathy (STDR) among PFT patients was higher (OR = 1.43) compared to non-PFT cohort. Choroidal neovascular membrane (CNVM) was observed in 481 (11.26%) eyes. Conclusion PFT is more common in females and is predominantly bilateral. PFT is more common in upper socio economic status and majority of the eyes had mild or moderate visual impairment. Diabetes and Hypertension are associated risk factors in PFT.

Prevalence of Diabetic Retinopathy in Adult Diabetics at National Institute of Diabetes and Endocrinology in Cairo

Background Type 2 diabetes is the most common type of diabetes, accounting for around 90% of all diabetes worldwide. The prevalence of type 2 diabetes is high and increasing across all regions worldwide. Diabetic retinopathy (DR) is the most common microvascular complication of diabetes mellitus. It is one of the leading causes of blindness in the working age population and has a great economic impact on society especially on healthcare systems. Optical coherence tomography (OCT) and fundus photography are noninvasive examinations that help the clinician to observe signs of neurodegenerative changes in the retina and detects neuroretinal changes in the early stages of DR and DME. Aim of the Work The aim of our study was to estimate the prevalence and severity of diabetic retinopathy among patients with diabetes mellitus type 2 over 30 years old they will be screened clinically and by fundus photography and optical coherence topography at national institute of diabetes and endocrinology. Patients and Methods This study included 600 eyes from 300 patients. Diabetics were recruited from patients recruited from National institute of Diabetes and endocrinology in the ophthalmic clinic. It was designed as cross sectional hospital based study. This study conducted to estimate the prevalence and severity of diabetic retinopathy and diabetic macular edema among patients with diabetes mellitus type 2 over 30 years old. Using fundus photography and optical coherence topography (SD-OCT) at National Institute of Diabetes and Endocrinology. Results The findings of our study showed that the prevalence of DR irrespective to type was 34% of studied eyes. Also it revealed that 22.3% of studied eyes had diabetic macular edema. Non-proliferative diabetic retinopathy in our study was more common than proliferative diabetic retinopathy. The prevalence of nonproliferative diabetic retinopathy in DR patients in our study was (72.5%) but proliferative diabetic retinopathy (27.5%) in DR patients. The commonest type was mild NPDR (33.3%). There is a strong relation between duration of DM, control of HbA1c, age, treatment with insulin and DR and DME. The longer duration of DM and high levels of HbA1c considered main risk factors of DR and DME. Conclusion The prevalence of DR and DME were 34%and 22.3%, respectively of studied eyes in ophthalmology clinic in National Institute of Diabetes and Endocrinology. These data highlight the substantial public health burden of DR and DME. Old age, Insulin treatment, poor control and the longest duration of DM patients groups are more liable to develop DR and DME.

Correlation between diabetic retinopathy and Helicobacter pylori infection: a cross-sectional retrospective study.

To explore the correlation between diabetic retinopathy (DR) and Helicobacter pylori (Hp) infection, based on data from a physical examination population. This cross-sectional retrospective analysis included data of 73 824 health examination participants from December 2018 to December 2019. Participants were divided into the diabetic group and non-diabetic group, non-diabetic retinopathy (NDR) group, non-proliferative diabetic retinopathy (NPDR) group, proliferative diabetic retinopathy (PDR) group, and Hp infection group. Gender, age, body mass index (BMI), systolic blood pressure (SBP), diastolic blood pressure (DBP), fasting plasma glucose (FPG), glycated hemoglobin A1c (HbA1c), triglycerides (TG), total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), and Hp data were recorded to compare the degree of DR lesions and Hp infection. Logistic regression analysis was used to evaluate the correlation between DR and Hp infection. There was a statistically significant difference between the diabetic and non-diabetic group (χ2=94.17, P<0.0001). Logistic regression analysis showed that male sex, age, BMI, SBP, TG, LDL-C, and Hp infection were independent risk factors for DR. There was no correlation between the degree of DR lesions and Hp infection (ρ=-0.00339, P=0.7753). Age [odds ratio (OR)=1.035, 95%CI: 1.024, 1.046, P<0.0001] and SBP (OR=1.009, 95%CI: 1.004, 1.015, P=0.0013) were independent risk factors for the degree of DR. There is a significant correlation between DR and Hp infection in the physical examination population. Hp infection is a risk factor for DR, and there is no significant difference between Hp infection and DR of different pathological degrees. Actively eradicating Hp may be of help to prevent DR.

A study on the mediation effect of insulin use on diabetic retinopathy in a community population

Objective: To explore the risk factors for diabetic retinopathy (DR) in patients with diabetes and the mediating effect of insulin use on the relationship between glycated hemoglobin (HbA1c) and DR. Methods: Cross-sectional study. Random cluster sampling was conducted using a random number table method. A total of 84 sampling points (including 2 pilot points) were selected from the registered population of patients with type 2 diabetes aged 50 years and above at the Disease Prevention and Control Center in Funing County, Jiangsu Province. Questionnaires and biochemical tests were performed to obtain information on the general characteristics of the participants, medical history, insulin use, and glycated hemoglobin (HbA1c) levels. Ocular examinations, including anterior segment and fundus examinations, were conducted. The participants were divided into two groups, DR (diabetic retinopathy) and non-DR, based on the presence or absence of retinal hemorrhages, hard exudates, cotton wool spots, neovascularization, preretinal or vitreous hemorrhage. Univariate and multivariate logistic regression analyses were performed to identify the influencing factors for DR. The Karlson-Holm-Breen analysis method was used for mediation effect analysis. Results: A total of 2 067 diabetic patients were enrolled, of whom 1 965 completed the survey and 1 802 were included in the statistical analysis, resulting in a response rate of 87.2%. Among them, 660 patients were diagnosed with DR, with a detection rate of 36.63%. The results of multivariate analysis showed that diabetes duration (OR=1.166, 95%CI: 1.138-1.196), family history of diabetes (OR=1.325, 95%CI: 1.001-1.755), insulin therapy (OR=1.995, 95%CI: 1.434-2.777), HbA1c level (OR=1.513, 95%CI: 1.189-1.925), and alcohol consumption (OR=0.712, 95%CI: 0.514-0.985) were independent risk factors for DR. The mediating effect of insulin use accounted for 13.67% of the total effect of HbA1c on DR (P<0.001). Conclusions: The risk factors for DR in patients with diabetes include a history of insulin therapy, longer duration of diabetes, family history of diabetes, alcohol consumption, and high HbA1c levels. Insulin use increases the impact of HbA1c on DR and has a partial mediating effect on DR.

Metabolites as Risk Factors for Diabetic Retinopathy in Patients With Type 2 Diabetes: A 12-Year Follow-up Study.

Diabetic retinopathy (DR) is a specific microvascular complication in patients with diabetes and the leading cause of blindness. Recent advances in omics, especially metabolomics, offer the possibility identifying novel potential biomarkers for DR. The aim was to identify metabolites associated with DR. We performed a 12-year follow-up study including 1349 participants with type 2 diabetes (1021 without DR, 328 with DR) selected from the METSIM cohort. Individuals who had retinopathy before the baseline study were excluded (n = 63). The diagnosis of retinopathy was based on fundus photography examination. We performed nontargeted metabolomics profiling to identify metabolites. We found 17 metabolites significantly associated with incident DR after adjustment for confounding factors. Among amino acids, N-lactoyl isoleucine, N-lactoyl valine, N-lactoyl tyrosine, N-lactoyl phenylalanine, N-(2-furoyl) glycine, and 5-hydroxylysine were associated with an increased risk of DR, and citrulline with a decreased risk of DR. Among the fatty acids N,N,N-trimethyl-5-aminovalerate was associated with an increased risk of DR, and myristoleate (14:1n5), palmitoleate (16:1n7), and 5-dodecenoate (12:1n7) with a decreased risk of DR. Sphingomyelin (d18:2/24:2), a sphingolipid, was significantly associated with a decreased risk of DR. Carboxylic acid maleate and organic compounds 3-hydroxypyridine sulfate, 4-vinylphenol sulfate, 4-ethylcatechol sulfate, and dimethyl sulfone were significantly associated with an increased risk of DR. Our study is the first large population-based longitudinal study to identify metabolites for DR. We found multiple metabolites associated with an increased and decreased risk for DR from several different metabolic pathways.

Systolic and Diastolic Blood Pressure Are Independent Risk Factors for Diabetic Retinopathy in Patients with Type 2 Diabetes.

Diabetic retinopathy (DR) is a microvascular complication of diabetes and represents the leading cause of blindness in working-age adults. The aim of this study was to investigate the risk factors for DR in patients with type 2 diabetes (T2DM) with and without diabetic nephropathy (DN). A total of 160 patients with T2DM were included in the study. Photodocumented retinopathy status was determined according to the EURODIAB protocol. Renal function was determined using creatinine-based estimated glomerular filtration rate (eGFR) and albumin-to-creatinine ratio (ACR). Binary univariate and multiple logistic regression analyses were performed to determine the main predictors of DR. The prevalence of DR in this studied sample was 46.3%. No significant correlation was observed between DR and age, body mass index, serum lipids, and renal function. Binary logistic regression analysis (no DR/DR) showed that longer diabetes duration (p = 0.008), poor glycemic control (HbA1c) (p = 0.008), higher systolic blood pressure (p = 0.001), and diastolic blood pressure (p = 0.003) were the main predictors of DR in patients with T2DM. However, the influence of systolic blood pressure (AOR = 1.06, p = 0.004) and diastolic blood pressure (AOR = 1.12, p = 0.007) on DR development remained significant even after adjustment for diabetes duration and HbA1c. Our results suggest that systolic and diastolic blood pressure are independent risk factors for DR in patients with T2DM.

Assessment of Prevalence and Risk Factors for Diabetic Retinopathy in Patients with Type 1 and Type 2 Diabetes Examined at a Tertiary Care.

Introduction: Diabetic retinopathy (DR) is a microvascular complication of diabetes mellitus and the leading cause of visual impairment and blindness. The aim of the study was to estimate and compare the prevalence of DR and to determine an association between DR and systemic risk factors in hospitalized type 1 (DMT1) and type 2 (DMT2) diabetic patients. Material and methods: We analyzed 260 patients with diabetes, 43 with DMT1 and 217 with DMT2. The following data were collected: age, gender, type and duration of diabetes, glycemic control, blood pressure, estimated glomerular filtration rate, ophthalmologic examinations and routine biochemical parameters. Results: Out of the total number of 260 patients, 77 (29.6%) had non-proliferative DR (NPDR), 21 (8.1%) had proliferative DR (PDR), 29 (11.1%) had diabetic macular edema (DME), and 69 (23.5%) had diabetic cataracts. Forty-three (16.5%) patients were previously diagnosed with DMT1 and 217 (83.5%) with DMT2. The duration of diabetes was not significantly longer in DMT1 (12.8±11.2 years) in comparison to DMT2 (11.07±8.1 years). The prevalence of NPDR and PDR did not differ statistically in either groups. DME was more prevalent in DMT2 than in DMT1 (P<0.05). Diabetic cataract was found in 26.7% vs. 6.7% of patients with DMT2 and DMT1, respectively (p<0.01). The duration of diabetes significantly correlated with NPDR and PDR in DMT1 (r=o.31, p<0.05; r=0.55, p<0.001, respectively). In DMT2, significant correlations were found between the duration of diabetes and cataract, NPDR, PDR and DME (r=0.31, p<0.001; r=0.43 p<0.01, r=0.16 p<0.05 and r=0.20 p<0.01, respectively). Fasting plasma glucose (FPG) significantly correlated with PDR (r=0.258, p<0.05), while HbA1c with DME (r= 0.15 p<0.05). Conclusion: The duration of diabetes and hyperglycemia were associated with DR in both types of diabetes.

Diabetic retinopathy in China: Epidemiology, screening and treatment trends-A review.

Diabetic retinopathy (DR) is the leading cause of vision impairment in the global working-age population. In China, with one-third of the world's diabetes population estimated at 141 million, the blindness prevalence due to DR has increased significantly. The country's geographic variations in socioeconomic status have led to prominent disparities in DR prevalence, screening and management. Reported risk factors for DR in China include the classic ones, such as long diabetes duration, hyperglycaemia, hypertension and rural habitats. There is no national-level DR screening programme in China, but significant pilot efforts are underway for screening innovations. Novel agents with longer durations, noninvasive delivery or multi-target are undergoing clinical trials in China. Although optimised medical insurance policies have enhanced accessibility for expensive therapies like anti-VEGF drugs, further efforts in DR prevention and management in China are required to establish nationwide cost-effective screening programmes, including telemedicine and AI-based solutions, and to improve insurance coverage for related out-of-pocket expenses.

Diabetic retinopathy prevention and treatment options

The objective of this review article was to mention the prevalence and risk factors for diabetic retinopathy to occur. Also, mention and compare the best ways to prevent this complication. Adding also a comparison of the best currently available treatments for diabetic retinopathy. Diabetic retinopathy is the first cause of visual impairment in working-age adults worldwide. Duration of diabetes is a major risk factor associated with the development of diabetic retinopathy. Due to the large number of patients with type 2 diabetes, this group comprises a larger proportion of the disease burden in patients with visual impairment from diabetic retinopathy compared to patients with type 1 diabetes. Diabetic retinopathy is the most common cause of visual impairment and blindness in patients aged 20-74 years. Approximately 80% of the patients with type 1 diabetes will develop retinopathy after 15 years after the onset of the pathology. In the case of type 2 diabetes will develop retinopathy after 30 years of history with the disease. Some important factor that can accelerate the process is the use or not of insulin for treatment. The most important for the treatment of diabetic retinopathy is the prevention of the diabetes in healthy people that have the risk factor to develop this pathology. The best options of treatment continued to be the combination of anti-VEFG/panphotocoagulation depending the stage of the complication. Improvement of the early detection of this type of microvascular complication for give them an early treatment and improve the evolution in positive way. We believed that is need to investigate more techniques for early detections of microvascular complications of diabetes mellitus, like imagen or biomarkers.