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Li G, Wang L, Feng F. A systematic meta-analysis of the prevalence of diabetic retinopathy. Technol Health Care 2025; 33:1560-1570. [PMID: 39973877 DOI: 10.1177/09287329241295877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
BackgroundDiabetic retinopathy (DR), the primary retinal vascular consequence of diabetes mellitus (DM) among people of working age worldwide, is the primary cause of vision impairment and blindness. Despite increasing understanding of the prevalence of DM as a significant public health concern in China, the world's most populous developing nation, there is much to discover about the epidemiology of DR.ObjectiveThis work uses a systematic review and meta-analysis to determine the total prevalence of diabetic retinopathy (DR) in China.MethodsUsing common keywords, we looked up published research on the prevalence of DR in diabetic patients using Google Scholar, PubMed, and Scopus from their founding until 2023. Using random effects models, pooled estimates of DR prevalence and the associated 95% confidence intervals (CI) were computed. Fifteen articles covering 4837 patients with different forms of diabetes were analyzed. The Egger tests refuted the publication bias assumption for the prevalence of DR (P = 0.825, P = 0.057, respectively). Significant heterogeneity was seen in the prevalence of DR (P < 0.01, I2 = 92% and τ2 = 0.0082), PDR (P < 0.01, I2 = 97% and τ2 = 0.0072), and NPDR (P < 0.01, I2 = 84% and τ2 = 0.0039), according to the results of I2 and τ2 statistics.ResultsThe combined prevalence of PDR was 24% (95% CI: 19-28), NPDR was 31% (95% CI: 27-35), and DR was 55% (95% CI: 63-71).Conclusions: In summary, DR's prevalence appears slightly higher than that of other studies, with a greater incidence of NPDR. This study emphasises the need for DR screening and treatment in individuals with diabetes.
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Affiliation(s)
- Guang Li
- Ophthalmology Department, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, Zhejiang Province, China
| | - Ledan Wang
- Ophthalmology Department, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, Zhejiang Province, China
| | - Feifei Feng
- Ophthalmology Department, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, Zhejiang Province, China
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Harley O, Amelia YS, Gustianty E, Soetedjo NNM, Kartasasmita AS. Exploring leukocyte differential count ratio profiles as inflammatory biomarkers in diabetic retinopathy: a systematic review and meta-analysis. BMC Ophthalmol 2025; 25:265. [PMID: 40312699 PMCID: PMC12044949 DOI: 10.1186/s12886-025-04075-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2024] [Accepted: 04/16/2025] [Indexed: 05/03/2025] Open
Abstract
BACKGROUND Diabetic retinopathy (DR) is increasingly prevalent and a major cause of irreversible blindness, particularly in developing countries. Limited access to ophthalmologists often leads to delayed diagnosis, emphasizing the need for more affordable and widely accessible screening methods to facilitate early identification. Recently, several studies have demonstrated variability in findings regarding the relationship between leukocyte differential count ratio biomarkers and DR. This study aims to investigate the association between leukocyte differential count ratios-NLR (Neutrophil-to-Lymphocyte Ratio), PLR (Platelet-to-Lymphocyte Ratio), MLR (Monocyte-to-Lymphocyte Ratio), and SII (Systemic Immune-Inflammation Index)-and the stages of diabetic retinopathy (DR). METHODS A comprehensive literature search was conducted across several databases up to September 2024, with a focus on identifying studies examining the relationship between the leukocyte differential count ratio profiles and diabetic retinopathy. Review Manager was used to conduct the meta-analyses. The Newcastle Ottawa Scale (NOS) were used to assess the included studies. RESULTS A total of 38 studies were included in the systematic review and 27 studies were included in the meta-analysis. The mean differences in the NLR and PLR values were significantly different among the groups and were higher in the PDR group (0.68 (95%CI 0.42-0.95, p < 0.05) and 19.57 (95%CI 10.68-28.46, p < 0.05; respectively). These findings were followed by significant differences in SII value 202.53 (95% CI 196.19-208.86, p < 0.05). Moreover, the MLR values were not significantly different among the groups (p > 0.05). CONCLUSION NLR, PLR, and SII are associated with both the presence and progression of DR, with increasing levels of NLR and PLR reflecting a higher risk and severity of the disease. However, it is still necessary to justify the need to combine them with other clinical parameters to confirm the diagnosis.
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Affiliation(s)
- Ohisa Harley
- Doctoral Program in Medical Sciences, Faculty of Medicine, Padjadjaran University, Terusan Ekologi- No 7, Ir. Soekarno Street Km 21, Jatinangor, Bandung, West Java, 45363, Indonesia.
- Netra Eye Clinic, Sumatera Street No. 46 - 68, Bandung, West Java, 40114, Indonesia.
| | - Yufilia Suci Amelia
- Netra Eye Clinic, Sumatera Street No. 46 - 68, Bandung, West Java, 40114, Indonesia
| | - Elsa Gustianty
- Netra Eye Clinic, Sumatera Street No. 46 - 68, Bandung, West Java, 40114, Indonesia
- Departement of Ophthalmology, Faculty of Medicine, Padjadjaran University, Ir. Soekarno Street Km 21, Bandung, West Java, 45363, Indonesia
- Cicendo Hospital National Eye Center, Cicendo Street No.4, Babakan Ciamis, Bandung, West Java, 40117, Indonesia
| | - Nanny N M Soetedjo
- Departement of Endocrinology and Internal Medicine, Faculty of Medicine, Padjadjaran University, Ir. Soekarno Street Km 21, Jatinangor, Bandung, West Java, 45363, Indonesia
| | - Arief S Kartasasmita
- Netra Eye Clinic, Sumatera Street No. 46 - 68, Bandung, West Java, 40114, Indonesia
- Departement of Ophthalmology, Faculty of Medicine, Padjadjaran University, Ir. Soekarno Street Km 21, Bandung, West Java, 45363, Indonesia
- Cicendo Hospital National Eye Center, Cicendo Street No.4, Babakan Ciamis, Bandung, West Java, 40117, Indonesia
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Chen YT, Radke NV, Amarasekera S, Park DH, Chen N, Chhablani J, Wang NK, Wu WC, Ng DSC, Bhende P, Varma S, Leung E, Zhang X, Li F, Zhang S, Fang D, Liang J, Zhang Z, Liu H, Zhao P, Sharma T, Ruamviboonsuk P, Lai CC, Lam DSC. Updates on medical and surgical managements of diabetic retinopathy and maculopathy. Asia Pac J Ophthalmol (Phila) 2025; 14:100180. [PMID: 40054582 DOI: 10.1016/j.apjo.2025.100180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2025] [Accepted: 02/27/2025] [Indexed: 03/22/2025] Open
Abstract
Diabetic retinopathy (DR) and diabetic macular edema (DME) are leading causes of vision loss globally. This is a comprehensive review focused on both medical and surgical management strategies for DR and DME. This review highlights the epidemiology of DR and DME, with a particular emphasis on the Asia-Pacific region, urban-rural disparities, ethnic variations, and grading methodologies. We examine various risk factors for DR, including glycemic control, hypertension, hyperlipidemia, obesity, chronic kidney disease, sex, myopia, pregnancy, and cataract surgery. Furthermore, we explore potential biomarkers in serum, proteomics, metabolomics, vitreous, microRNA, and genetics that may aid in the detection and management of DR. In addition to medical management, we review the evidence supporting systemic and ocular treatments for DR/DME, including anti-vascular endothelial growth factor (anti-VEGF) agents, anti-inflammatory agents, biosimilars, and integrin inhibitors. Despite advancements in treatment options such as pan-retinal photocoagulation and anti-VEGF agents, a subset of cases still progresses, necessitating vitrectomy. Challenging diabetic vitrectomies pose difficulties due to complex fibrovascular proliferations, incomplete posterior vitreous detachment, and fragile, ischemic retinas, making membrane dissection risky and potentially damaging to the retina. In this review, we address the question of challenging diabetic vitrectomies, providing insights and strategies to minimize complications. Additionally, we briefly explore newer modalities such as 3-dimensional vitrectomy and intra-operative optical coherence tomography as potential tools in diabetic vitrectomy. In conclusion, this review provides a comprehensive overview of both medical and surgical management options for DR and DME. It underscores the importance of a multidisciplinary approach, tailored to the needs of each patient, to optimize visual outcomes and improve the quality of life for those affected by these sight-threatening conditions.
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Affiliation(s)
- Yen-Ting Chen
- Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou, Taiwan; Department of Ophthalmology, New Taipei Municipal Tucheng Hospital, New Taipei City, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Nishant V Radke
- The Primasia International Eye Research Institute (PIERI) of The Chinese University of Hong Kong (Shenzhen), Shenzhen, China
| | - Sohani Amarasekera
- Department of Ophthalmology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Dong Ho Park
- Department of Ophthalmology, School of Medicine, Kyungpook National University, Kyungpook National University Hospital, Daegu, Republic of Korea; BK21 FOUR KNU Convergence Educational Program of Biomedical Sciences for Creative Future Talents, South Korea
| | - Nelson Chen
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada; Edward S. Harkness Eye Institute, Department of Ophthalmology, Columbia University Medical Center, New York, NY, USA
| | - Jay Chhablani
- Department of Ophthalmology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Nan-Kai Wang
- Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan; Edward S. Harkness Eye Institute, Department of Ophthalmology, Columbia University Medical Center, New York, NY, USA
| | - Wei-Chi Wu
- Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Danny S C Ng
- The Primasia International Eye Research Institute (PIERI) of The Chinese University of Hong Kong (Shenzhen), Shenzhen, China; Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong
| | - Pramod Bhende
- Medical Research Foundation, Sankara Nethralaya, Chennai, India
| | - Shobhit Varma
- Medical Research Foundation, Sankara Nethralaya, Chennai, India
| | - Enne Leung
- The Primasia International Eye Research Institute (PIERI) of The Chinese University of Hong Kong (Shenzhen), Shenzhen, China
| | - Xiulan Zhang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Fei Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Shaochong Zhang
- Shenzhen Eye Hospital, Shenzhen Eye Center, Southern Medical University, Shenzhen, China
| | - Dong Fang
- Shenzhen Eye Hospital, Shenzhen Eye Center, Southern Medical University, Shenzhen, China
| | - Jia Liang
- Shenzhen Eye Hospital, Shenzhen Eye Center, Southern Medical University, Shenzhen, China
| | - Zheming Zhang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Huanyu Liu
- Department of Ophthalmology, Xin Hua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Peiquan Zhao
- Department of Ophthalmology, Xin Hua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Tarun Sharma
- Department of Ophthalmology, Columbia University, New York, NY, USA
| | - Paisan Ruamviboonsuk
- Department of Ophthalmology, College of Medicine, Rangsit University, Rajavithi Hospital, Bangkok, Thailand
| | - Chi-Chun Lai
- Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Ophthalmology, Chang Gung Memorial Hospital, Keelung, Taiwan.
| | - Dennis S C Lam
- The Primasia International Eye Research Institute (PIERI) of The Chinese University of Hong Kong (Shenzhen), Shenzhen, China; Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong.
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Lee JY, Bae K, Lee S, Park SK. Nationwide trends and incidence of blindness in patients with diabetic retinopathy identified using an age-period-cohort analysis. Eye (Lond) 2025; 39:118-124. [PMID: 39468270 PMCID: PMC11732977 DOI: 10.1038/s41433-024-03389-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 05/16/2024] [Accepted: 10/04/2024] [Indexed: 10/30/2024] Open
Abstract
OBJECTIVES To estimate the epidemiologic trends of blindness in patients with diabetic retinopathy (DR) and investigate the age-, period-, and cohort-specific effects on blindness. METHODS A total of 2.5 million patients with DR aged 20 years or older were included from the Korean National Health Claims database from 2005 to 2019. Non-proliferative DR/ proliferative DR (NPDR/PDR) cohorts were constructed separately. Participants were identified as having a blindness in at least one eye. The incidence of blindness were calculated using a log-linear Poisson age-period-cohort (APC) analysis model, each effect on blindness were estimated for each study group. RESULTS The incidence of blindness was 1326.62 per 100,000 in the NPDR group and 3397.57 in the PDR group. The blindness rate sharply decreased after 2011, with annual decreases of 5.6% and 4.4% in the NPDR and the PDR groups, respectively. People born between 1920 and 1930 had the highest overall risk of blindness, with the risk decreasing rapidly after that. For those born after 1980, the risk started to increase in both sexes. Among the APC models, the combination model of age, period, and cohort effects showed the highest explanatory power (0.96). CONCLUSIONS In this nationwide long-term study, blindness in DR was not due to a single epidemiologic cause but rather a combination of biological age, social determinants, and healthcare policies. The increased risk of blindness in individuals in their 20 s and 30 s may even increase in the future and should not be ignored. Therefore, vigilance of younger patients is recommended.
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Affiliation(s)
- Ju-Yeun Lee
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea
- Integrated Major in Innovative Medical Science, Seoul National University Graduate School, Seoul, South Korea
- Department of Ophthalmology, Myongji Hospital, Hanyang University College of Medicine, Goyang, South Korea
| | - Kunho Bae
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Ophthalmology, Seoul National University, Seoul, Korea
| | - Sangjun Lee
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea
- Integrated Major in Innovative Medical Science, Seoul National University Graduate School, Seoul, South Korea
- Cancer Research Institute, Seoul National University, Seoul, Korea
| | - Sue K Park
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea.
- Integrated Major in Innovative Medical Science, Seoul National University Graduate School, Seoul, South Korea.
- Cancer Research Institute, Seoul National University, Seoul, Korea.
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Yaow CY, Lin SY, Xiao J, Koh JH, Yong JN, Tay PW, Tan ST. A meta-analysis of prevalence of diabetic retinopathy in Asia. Minerva Endocrinol (Torino) 2024; 49:406-418. [PMID: 35195381 DOI: 10.23736/s2724-6507.21.03585-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
INTRODUCTION Diabetic retinopathy (DR) is a common microvascular complication of diabetes. This review reports the prevalence of DR in Asia and guides healthcare provision in screening and treatment. EVIDENCE ACQUISITION Medline was searched for articles describing the prevalence of DR in Asia. Statistical analysis was performed using Freeman-Tukey double arcsine transformation and the DerSimonian and Laird model. The prevalence of DR was estimated according to the following subgroups: Economic status (high, middle, and low income), country, and ethnicity. The risk of bias of the articles was also assessed. EVIDENCE SYNTHESIS A total of 66 studies were included, and out of 2,599,857 patients with diabetes, 201,646 were diagnosed with DR. The overall prevalence of DR, non-proliferative DR (NPDR), proliferative DR (PDR) and maculopathy were recorded at 21.7% (CI: 19.1-24.6%), 19.9% (CI: 17.3-22.8%), 2.3% (CI: 1.6-3.4%) and 4.8% (CI: 3.5-6.7%) respectively. Low-income countries had the lowest prevalence of DR, NPDR, PDR and maculopathy compared to the middle- and high-income countries. Middle-income countries had the highest prevalence of DR (23.9%; CI: 19.4-29.2%), NPDR (21.1%; CI: 17.0-25.9%), moderate NPDR (7.9%; CI: 5.7-11.0%), PDR (3.0%; CI: 1.8-4.9%) and maculopathy (4.7%; CI: 3.0-7.4%), while high-income countries had the highest prevalence of mild (10.3%; CI: 4.2-23.2%) and severe NPDR (3.0%; CI: 1.0-8.4%). CONCLUSIONS One in five people with diabetes have diabetic retinopathy. It is imperative that public healthcare take heeds to heighten the screening program to provide all patients with diabetes equitable access to DR screening and ophthalmology services.
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Affiliation(s)
- Clyve Y Yaow
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore -
| | - Snow Y Lin
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Jieling Xiao
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Jin H Koh
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Jie N Yong
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Phoebe W Tay
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - See T Tan
- Sengkang General Hospital, Singapore
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Aravindhan A, Fenwick EK, Chan AWD, Man REK, Tan NC, Wong WT, Soo WF, Lim SW, Wee SYM, Sabanayagam C, Finkelstein E, Tan G, Hamzah H, Chakraborty B, Acharyya S, Shyong TE, Scanlon P, Wong TY, Lamoureux EL. Extending the diabetic retinopathy screening intervals in Singapore: methodology and preliminary findings of a cohort study. BMC Public Health 2024; 24:786. [PMID: 38481239 PMCID: PMC10935797 DOI: 10.1186/s12889-024-18287-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 03/05/2024] [Indexed: 03/17/2024] Open
Abstract
BACKGROUND The Diabetic Retinopathy Extended Screening Study (DRESS) aims to develop and validate a new DR/diabetic macular edema (DME) risk stratification model in patients with Type 2 diabetes (DM) to identify low-risk groups who can be safely assigned to biennial or triennial screening intervals. We describe the study methodology, participants' baseline characteristics, and preliminary DR progression rates at the first annual follow-up. METHODS DRESS is a 3-year ongoing longitudinal study of patients with T2DM and no or mild non-proliferative DR (NPDR, non-referable) who underwent teleophthalmic screening under the Singapore integrated Diabetic Retinopathy Programme (SiDRP) at four SingHealth Polyclinics. Patients with referable DR/DME (> mild NPDR) or ungradable fundus images were excluded. Sociodemographic, lifestyle, medical and clinical information was obtained from medical records and interviewer-administered questionnaires at baseline. These data are extracted from medical records at 12, 24 and 36 months post-enrollment. Baseline descriptive characteristics stratified by DR severity at baseline and rates of progression to referable DR at 12-month follow-up were calculated. RESULTS Of 5,840 eligible patients, 78.3% (n = 4,570, median [interquartile range [IQR] age 61.0 [55-67] years; 54.7% male; 68.0% Chinese) completed the baseline assessment. At baseline, 97.4% and 2.6% had none and mild NPDR (worse eye), respectively. Most participants had hypertension (79.2%) and dyslipidemia (92.8%); and almost half were obese (43.4%, BMI ≥ 27.5 kg/m2). Participants without DR (vs mild DR) reported shorter DM duration, and had lower haemoglobin A1c, triglycerides and urine albumin/creatinine ratio (all p < 0.05). To date, we have extracted 41.8% (n = 1909) of the 12-month follow-up data. Of these, 99.7% (n = 1,904) did not progress to referable DR. Those who progressed to referable DR status (0.3%) had no DR at baseline. CONCLUSIONS In our prospective study of patients with T2DM and non-referable DR attending polyclinics, we found extremely low annual DR progression rates. These preliminary results suggest that extending screening intervals beyond 12 months may be viable and safe for most participants, although our 3-year follow up data are needed to substantiate this claim and develop the risk stratification model to identify low-risk patients with T2DM who can be assigned biennial or triennial screening intervals.
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Affiliation(s)
- Amudha Aravindhan
- Singapore Eye Research Institute and Singapore National Eye Centre, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
| | - Eva K Fenwick
- Singapore Eye Research Institute and Singapore National Eye Centre, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
| | - Aurora Wing Dan Chan
- Singapore Eye Research Institute and Singapore National Eye Centre, Singapore, Singapore
| | - Ryan Eyn Kidd Man
- Singapore Eye Research Institute and Singapore National Eye Centre, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
| | | | | | | | | | | | - Charumathi Sabanayagam
- Singapore Eye Research Institute and Singapore National Eye Centre, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
| | | | - Gavin Tan
- Singapore Eye Research Institute and Singapore National Eye Centre, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
| | - Haslina Hamzah
- Singapore Eye Research Institute and Singapore National Eye Centre, Singapore, Singapore
| | | | | | - Tai E Shyong
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
| | - Peter Scanlon
- Gloucestershire Hospitals NHS Foundation Trust, Gloucester, UK
| | | | - Ecosse L Lamoureux
- Singapore Eye Research Institute and Singapore National Eye Centre, Singapore, Singapore.
- Duke-NUS Medical School, Singapore, Singapore.
- The University of Melbourne, Melbourne, Australia.
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Hua S, Yao D, Wu S, Chen M, Li L, Li B. Association between visceral fat area and diabetic retinopathy among people with type 2 diabetes mellitus: a cross-sectional study in Ningbo, Zhejiang Province, China. Front Med (Lausanne) 2024; 11:1327805. [PMID: 38414615 PMCID: PMC10897001 DOI: 10.3389/fmed.2024.1327805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 02/01/2024] [Indexed: 02/29/2024] Open
Abstract
Aim The objective of this study is to investigate the relationship between visceral fat area (VFA) and diabetic retinopathy (DR) in the context of type 2 diabetes mellitus (T2DM) within Ningbo, China. Methods The data of a total of 3,707 subjects with T2DM treated at The First Affiliated Hospital of Ningbo University were enrolled. The existence and severity of diabetic retinopathy were assessed by employing the 45° two-field stereoscopic digital photography. Subjects were categorized into four distinct groups: those without DR (NDR), individuals with mild non-proliferative DR (mild NPDR), people with moderate non-proliferative DR (moderate NPDR), and those suffering from vision-threatening DR (VTDR). Bio-electrical impedance was employed to estimate the Visceral fat area (VFA). Multinomial logistic regression models were utilized to evaluate the association between VFA and DR. Results The mean VFA in patients without diabetic retinopathy (NDR) was notably lower compared to that of patients with diabetic retinopathy (DR) (85.21 ± 37.78 vs. 97.37 ± 44.58 cm2, p < 0.001). As the severity of DR increased, VFA increased gradually but insignificantly (94.41 ± 43.13 cm2, 96.75 ± 40.82 cm2, 100.84 ± 49.34 cm2, p = 0.294). After adjusting the confounding factors, there was an association identified between VFA and the occurrence of DR (OR = 1.020, 95% CI = 1.016-1.024). It showed that regardless of BMI, whether it's less than 25 kg/m2 or greater than or equal to 25 kg/m2, a higher VFA (≥100 cm2) level came with a higher prevalence of DR (p < 0.001). Conclusion The outcomes of this research indicate a modest association between VFA and the incidence of DR among Chinese patients who have been diagnosed with T2DM in Ningbo.
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Affiliation(s)
- Shanshan Hua
- Department of Ophthalmology, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Dongwei Yao
- Department of Ophthalmology, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Siteng Wu
- Department of Ophthalmology, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Miao Chen
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Li Li
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Bo Li
- Department of Ophthalmology, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
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Chen Q, Hu H, She Y, He Q, Huang X, Shi H, Cao X, Zhang X, Xu Y. An artificial neural network model for evaluating the risk of hyperuricaemia in type 2 diabetes mellitus. Sci Rep 2024; 14:2197. [PMID: 38273015 PMCID: PMC10810925 DOI: 10.1038/s41598-024-52550-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Accepted: 01/19/2024] [Indexed: 01/27/2024] Open
Abstract
Type 2 diabetes with hyperuricaemia may lead to gout, kidney damage, hypertension, coronary heart disease, etc., further aggravating the condition of diabetes as well as adding to the medical and financial burden. To construct a risk model for hyperuricaemia in patients with type 2 diabetes mellitus based on artificial neural network, and to evaluate the effectiveness of the risk model to provide directions for the prevention and control of the disease in this population. From June to December 2022, 8243 patients with type 2 diabetes were recruited from six community service centers for questionnaire and physical examination. Secondly, the collected data were used to select suitable variables and based on the comparison results, logistic regression was used to screen the variable characteristics. Finally, three risk models for evaluating the risk of hyperuricaemia in type 2 diabetes mellitus were developed using an artificial neural network algorithm and evaluated for performance. A total of eleven factors affecting the development of hyperuricaemia in patients with type 2 diabetes mellitus in this study, including gender, waist circumference, diabetes medication use, diastolic blood pressure, γ-glutamyl transferase, blood urea nitrogen, triglycerides, low-density lipoprotein cholesterol, high-density lipoprotein cholesterol, fasting glucose and estimated glomerular filtration rate. Among the generated models, baseline & biochemical risk model had the best performance with cutoff, area under the curve, accuracy, recall, specificity, positive likelihood ratio, negative likelihood ratio, precision, negative predictive value, KAPPA and F1-score were 0.488, 0.744, 0.689, 0.625, 0.749, 2.489, 0.501, 0.697, 0.684, 0.375 and 0.659. In addition, its Brier score was 0.169 and the calibration curve also showed good agreement between fitting and observation. The constructed artificial neural network model has better efficacy and facilitates the reduction of the harm caused by type 2 diabetes mellitus combined with hyperuricaemia.
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Affiliation(s)
- Qingquan Chen
- The Affiliated Fuzhou Center for Disease Control and Prevention of Fujian Medical University, Fuzhou, China
- School of Public Health, Fujian Medical University, Fuzhou, China
| | - Haiping Hu
- The Affiliated Fuzhou Center for Disease Control and Prevention of Fujian Medical University, Fuzhou, China
- School of Public Health, Fujian Medical University, Fuzhou, China
| | - Yuanyu She
- The Affiliated Fuzhou Center for Disease Control and Prevention of Fujian Medical University, Fuzhou, China
- School of Public Health, Fujian Medical University, Fuzhou, China
| | - Qing He
- The Affiliated Fuzhou Center for Disease Control and Prevention of Fujian Medical University, Fuzhou, China
- School of Public Health, Fujian Medical University, Fuzhou, China
| | - Xinfeng Huang
- The Affiliated Fuzhou Center for Disease Control and Prevention of Fujian Medical University, Fuzhou, China
- School of Public Health, Fujian Medical University, Fuzhou, China
| | - Huanhuan Shi
- The Affiliated Fuzhou Center for Disease Control and Prevention of Fujian Medical University, Fuzhou, China
- School of Public Health, Fujian Medical University, Fuzhou, China
| | - Xiangyu Cao
- The Affiliated Fuzhou Center for Disease Control and Prevention of Fujian Medical University, Fuzhou, China
- School of Public Health, Fujian Medical University, Fuzhou, China
| | - Xiaoyang Zhang
- The Affiliated Fuzhou Center for Disease Control and Prevention of Fujian Medical University, Fuzhou, China.
- School of Public Health, Fujian Medical University, Fuzhou, China.
| | - Youqiong Xu
- The Affiliated Fuzhou Center for Disease Control and Prevention of Fujian Medical University, Fuzhou, China.
- School of Public Health, Fujian Medical University, Fuzhou, China.
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Ari Widjaja S, Mieler WF, Sasono W, Soelistijo SA, Kartasasmita AS, Murakami A, Nakao S. Retinal neurovascular alteration in type 2 diabetes with renal impairment in association with systemic arterial stiffness. Int J Retina Vitreous 2024; 10:2. [PMID: 38167275 PMCID: PMC10763135 DOI: 10.1186/s40942-023-00521-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Accepted: 12/17/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND Diabetic retinopathy (DR) patients should be alert for subclinical macroangiopathy. We aimed to investigate the association between retinal neurovascular alteration and systemic arterial stiffness in type 2 diabetes mellitus (type 2 DM) patients with varying degrees of renal impairment. METHODS The study included 170 patients with confirmed diagnosis of type 2 DM aged ≥18 years old. Renal function was assessed by estimated glomerular filtration rate (eGFR). Arterial stiffness was measured by brachial-ankle pulse wave velocity (baPWV) and ankle brachial index (ABI). Retinal neurovascular parameters were derived from Optical Coherence Tomography (OCT)/OCT-Angiography, represented by vessel density (VD Central, Inner, Outer, Full), foveal avascular zone (FAZ area and FAZ perimeter) of the superficial capillary plexus, the average of macular ganglion cell-inner plexiform layer thickness (ave mGC-IPLt) and the average of retinal nerve fiber layer thickness (aveRNFLt). The association between variables among the groups (according to renal function, diabetic retinopathy (DR) severity, and arterial stiffness categories) were analyzed by regression analysis with multiple hypothesis testing commands. RESULTS Out of the 265 eyes, the mean DM duration and HbA1c were 6.21 ± 6.37 years and 8.44 ± 2.06% respectively. While the mean of eGFR, baPWV and ABI were 66.78 ± 32.80 ml/min/1.73m2, 15.49 ± 3.07 m/s, and 1.05 ± 0.12, respectively. Patients with more severe renal impairment demonstrated longer DM duration (p < 0.001), higher baPWV (p < 0.0001), and retinal vascular alteration. Proliverative DR group showed the lowest eGFR (p < 0.0001), highest baPWV (p < 0.0001), and retinal neurovascular changes. Significantly lower eGFR and retinal vascular alteration were found in the baPWV > 14 group. Some neurovascular parameters were significantly negatively correlated with baPWV; moreover, retinal neurovascular changes were also noted in the abnormal ABI group. CONCLUSIONS The strong association between changes in the retinal neurovascular system, DR severity, renal impairment, and arterial stiffness in type 2 DM was confirmed. Patients with more severe renal impairment had higher levels of arterial stiffness, more severe DR and retinal neurovascular alteration. Retinal neurovascular changes seen in OCT/OCTA might mimic renal microvascular alteration and systemic arterial stiffness. Therefore, assessment of baPWV and OCT/OCTA should be integrated in DR screening to enhance cardiovascular risk stratification and prognosis as well as to provide clinically useful early identification of subclinical micro- and macrovascular alterations.
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Affiliation(s)
- Sauli Ari Widjaja
- Department of Ophthalmology, Faculty of Medicine, Universitas Airlangga/ Dr. Soetomo General Academic Hospital, Jl. Mayjen. Prof. Dr. Moestopo 6-8, Gubeng, 60286, Surabaya, East Java, Indonesia.
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan.
| | - William F Mieler
- Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago, Chicago, USA
| | - Wimbo Sasono
- Department of Ophthalmology, Faculty of Medicine, Universitas Airlangga/ Dr. Soetomo General Academic Hospital, Jl. Mayjen. Prof. Dr. Moestopo 6-8, Gubeng, 60286, Surabaya, East Java, Indonesia
| | - Soebagijo A Soelistijo
- Department of Internal Medicine, Faculty of Medicine, Universitas Airlangga/ Dr. Soetomo General Academic Hospital, Surabaya, East Java, Indonesia
| | - Arief S Kartasasmita
- Department of Ophthalmology, Faculty of Medicine, Universitas Padjadjaran/ Cicendo National Eye Hospital, Bandung, West Java, Indonesia
| | - Akira Murakami
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Shintaro Nakao
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan
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10
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Li L, Jin Y, Wang JH, Wang SS, Yuan FX. Potency of teleophthalmology as a detection tool for diabetic retinopathy. Sci Rep 2023; 13:19620. [PMID: 37949948 PMCID: PMC10638282 DOI: 10.1038/s41598-023-46554-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 11/02/2023] [Indexed: 11/12/2023] Open
Abstract
In China, the prevalence of diabetic retinopathy (DR) is increasing, so it is necessary to provide convenient and effective community outreach screening programs for DR, especially in rural and remote areas. The purpose of this study was to use the results of ophthalmologists as the gold standard to evaluate the accuracy of community general practitioners' judgement and grading of DR to find a feasible and convenient DR screening method to reduce the risk of visual impairment and blindness in known diabetes patients. Retinal images of 1646 diabetic patients who underwent DR screening through teleophthalmology at Nanchang First Hospital were collected for 30 months (January 2020 to June 2022). Retinal images were collected without medication for mydriasis, stored by community general practitioner, and diagnosed by both community general practitioner and ophthalmologist of our hospital through teleophthalmology. The grading of ophthalmologist was used as a reference or gold standard for comparison with that of community general practitioner. A total of 1646 patients and 3185 eyes were examined, including 2310 eyes with DR. The evaluation by the community general practitioner had a Kappa value of 0.578, sensitivity of 80.58%, specificity of 89.94%, and accuracy of 83.38%% in 2020; a Kappa value of 0.685, sensitivity of 95.43%, specificity of 78.55%, and accuracy of 90.77% in 2021; and a Kappa value of 0.744, sensitivity of 93.99%, specificity of 88.97%, and accuracy of 92.86% in 2022. Teleophthalmology helped with large-scale screening of DR and made it possible for community general practitioner to grade images with high accuracy after appropriate training. It is possible to solve the current shortage of eye care personnel, promote the early recognition of disease and reduce the impact of diabetes-associated blindness.
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Affiliation(s)
- Liu Li
- Department of Ophthalmology, Nanchang First Hospital, Jiangxi, 330038, China.
| | - Yu Jin
- Department of Ophthalmology, Nanchang First Hospital, Jiangxi, 330038, China
| | - Jun Hua Wang
- Department of Ophthalmology, Nanchang First Hospital, Jiangxi, 330038, China
| | - Sha Sha Wang
- Department of Ophthalmology, Nanchang First Hospital, Jiangxi, 330038, China
| | - Fang Xiu Yuan
- Department of Ophthalmology, Nanchang First Hospital, Jiangxi, 330038, China
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11
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Prayogo ME, Zaharo AF, Damayanti NNR, Widyaputri F, Thobari JA, Susanti VY, Sasongko MB. Accuracy of Low-Cost, Smartphone-Based Retinal Photography for Diabetic Retinopathy Screening: A Systematic Review. Clin Ophthalmol 2023; 17:2459-2470. [PMID: 37614846 PMCID: PMC10443682 DOI: 10.2147/opth.s416422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 07/21/2023] [Indexed: 08/25/2023] Open
Abstract
Purpose Diabetic retinopathy (DR) is a leading cause of blindness. Early DR screening is essential, but the infrastructure can be less affordable in low resource countries. This study aims to review the accuracy of low-cost smartphone-based fundus cameras for DR screening in adult patients with diabetes. Methods We performed a systematic literature search to find studies that reported the sensitivity and specificity of low-cost smartphone-based devices for fundus photography in adult patients with diabetes. We searched three databases (MEDLINE, Google Scholar, Scopus) and one register (Cochrane CENTRAL). We presented the accuracy values by grouping the diagnosis into three: any DR, referrable DR, and diabetic macular oedema (DMO). Risk of bias and applicability of the studies were assessed using QUADAS-2. Results Five out of 294 retrieved records were included with a total of six smartphone-based devices reviewed. All of the reference diagnostic methods used in the included studies were either indirect ophthalmoscopy or slit-lamp examinations and all smartphone-based devices' imaging protocols used mydriatic drops. The reported sensitivity and specificity for any DR were 52-92.2% and 73.3-99%; for referral DR were 21-91.4% and 64.9-100%; and for DMO were 29.4-81% and 95-100%, respectively. Conclusion Sensitivity available low-cost smartphone-based devices for DR screening were acceptable and their specificity particularly for detecting referrable DR and DMO were considerably good. These findings support their potential utilization for DR screening in a low resources setting.
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Affiliation(s)
- Mohammad Eko Prayogo
- Department of Ophthalmology, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada – Sardjito Eye Center, Dr. Sardjito General Hospital, Yogyakarta, Indonesia
- Department of Ophthalmology, Universitas Gadjah Mada Academic Hospital, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Alfia Fatma Zaharo
- Department of Ophthalmology, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada – Sardjito Eye Center, Dr. Sardjito General Hospital, Yogyakarta, Indonesia
| | - Novandriati Nur Rizky Damayanti
- Department of Ophthalmology, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada – Sardjito Eye Center, Dr. Sardjito General Hospital, Yogyakarta, Indonesia
| | - Felicia Widyaputri
- Department of Ophthalmology, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada – Sardjito Eye Center, Dr. Sardjito General Hospital, Yogyakarta, Indonesia
| | - Jarir At Thobari
- Department of Pharmacology and Therapy, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
- Clinical Epidemiology and Biostatistics Unit (CE&BU), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Vina Yanti Susanti
- Department of Internal Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Muhammad Bayu Sasongko
- Department of Ophthalmology, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada – Sardjito Eye Center, Dr. Sardjito General Hospital, Yogyakarta, Indonesia
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Clina JG, Sayer RD, Pan Z, Cohen CW, McDermott MT, Catenacci VA, Wyatt HR, Hill JO. High- and normal-protein diets improve body composition and glucose control in adults with type 2 diabetes: a randomized trial. Obesity (Silver Spring) 2023; 31:2021-2030. [PMID: 37475689 PMCID: PMC10421635 DOI: 10.1002/oby.23815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 05/03/2023] [Accepted: 05/04/2023] [Indexed: 07/22/2023]
Abstract
OBJECTIVE Weight loss of ≥10% improves glucose control and may remit type 2 diabetes (T2D). High-protein (HP) diets are commonly used for weight loss, but whether protein sources, especially red meat, impact weight loss-induced T2D management is unknown. This trial compared an HP diet including beef and a normal-protein (NP) diet without red meat for weight loss, body composition changes, and glucose control in individuals with T2D. METHODS A total of 106 adults (80 female) with T2D consumed an HP (40% protein) diet with ≥4 weekly servings of lean beef or an NP (21% protein) diet excluding red meat during a 52-week weight loss intervention. Body weight, body composition, and cardiometabolic parameters were measured before and after intervention. RESULTS Weight loss was not different between the HP (-10.2 ± 1.6 kg) and NP (-12.7 ± 4.8 kg, p = 0.336) groups. Both groups reduced fat mass and increased fat-free mass percent. Hemoglobin A1c, glucose, insulin, insulin resistance, blood pressure, and triglycerides improved, with no differences between groups. CONCLUSIONS The lack of observed effects of dietary protein and red meat consumption on weight loss and improved cardiometabolic health suggests that achieved weight loss, rather than diet composition, should be the principal target of dietary interventions for T2D management.
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Affiliation(s)
- Julianne G. Clina
- Department of Nutrition Sciences, University of Alabama at Birmingham
| | - R. Drew Sayer
- Department of Nutrition Sciences, University of Alabama at Birmingham
- Department of Family and Community Medicine, University of Alabama at Birmingham
| | - Zhaoxing Pan
- Department of Pediatrics, University of Colorado Anschutz Medical Campus
| | - Caroline W. Cohen
- Department of Family and Community Medicine, University of Alabama at Birmingham
| | - Michael T. McDermott
- Division of Endocrinology, Metabolism and Diabetes, University of Colorado School of Medicine, Aurora, Colorado
| | - Victoria A. Catenacci
- Division of Endocrinology, Metabolism and Diabetes, University of Colorado School of Medicine, Aurora, Colorado
| | - Holly R. Wyatt
- Department of Nutrition Sciences, University of Alabama at Birmingham
- Anschutz Health and Wellness Center, University of Colorado Anschutz Medical Campus
| | - James O. Hill
- Department of Nutrition Sciences, University of Alabama at Birmingham
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Na KI, Lee WJ, Kim YK. Trends in the Prevalence of Blindness and Correlation With Health Status in Korean Adults: A 10-Year Nationwide Population-Based Study. J Korean Med Sci 2023; 38:e213. [PMID: 37463686 DOI: 10.3346/jkms.2023.38.e213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 03/22/2023] [Indexed: 07/20/2023] Open
Abstract
BACKGROUND Contemporary data on vision impairment form an important basis for public health policies. However, most data on the clinical epidemiology of blindness are limited by small sample sizes and focused not on systemic conditions but ophthalmic diseases only. In this study, we examined the ten-year trends of blindness prevalence and its correlation with systemic health status in Korean adults. METHODS This study investigated 10,000,000 participants randomly extracted from the entire Korean population (aged ≥ 20 years) who underwent a National Health Insurance Service health checkup between 2009 and 2018. Participants with blindness, defined as visual acuity in the better-seeing eye of ≤ 20/200, were identified. The prevalence of blindness was assessed, and the systemic health status was compared between participants with blindness and without blindness. RESULTS The mean prevalence of blindness was 0.473% (47,115 blindness cases) and tended to decrease over ten years (0.586% in 2009 and 0.348% in 2018; P < 0.001). The following factors were significantly associated with blindness: female sex, underweight (body mass index < 18.5), high serum creatinine (> 1.5 mg/dL), and bilateral hearing loss. In addition, except for those aged 30-39 and 40-49 years, high fasting glucose (≥ 126 mg/dL) and low hemoglobin (male: < 12 g/dL, female: < 10 g/dL) were significantly correlated with prevalent blindness. CONCLUSION Our ten-year Korean nationwide population-based study suggested a gradual decrease in the prevalence of blindness and its association with specific systemic health status. These conditions might be the cause or consequence of blindness and can be used as a reference for the prevention and/or rehabilitation of blindness to establish public health policies.
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Affiliation(s)
- Kyeong Ik Na
- Department of Ophthalmology, Kangdong Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea
| | - Won June Lee
- Department of Ophthalmology, Hanyang University Seoul Hospital, Hanyang University College of Medicine, Seoul, Korea
| | - Young Kook Kim
- Department of Ophthalmology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea.
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Lestari YD, Adriono GA, Ratmilia R, Magdalena C, Sitompul R. Knowledge, attitude, and practice pattern towards diabetic retinopathy screening among general practitioners in primary health centres in Jakarta, the capital of Indonesia. BMC PRIMARY CARE 2023; 24:114. [PMID: 37170199 PMCID: PMC10176940 DOI: 10.1186/s12875-023-02068-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 04/28/2023] [Indexed: 05/13/2023]
Abstract
BACKGROUND Diabetic retinopathy (DR) is an emerging cause of visual impairment and blindness and is often detected in the irreversible stage. General practitioners (GPs) play an essential role in the prevention of DR through diabetes control, early detection of retinal changes, and timely referral to ophthalmologists. This study aimed to determine the knowledge, attitude, and practice (KAP) towards DR screening among GPs in the district primary health centres (PHCs) in Jakarta, Indonesia. METHODS A cross-sectional study was conducted between April 2021 and February 2022 in 17 randomly selected district PHCs. A validated online questionnaire was then distributed. Good knowledge was defined when the correct response rate was > 75%, positive attitude was indicated when desired attitudes were found in more than half of the items (> 50%), and good practice was defined when more than half of the practice items (> 50%) were performed. RESULTS A total of 92 GPs, with a response rate of 60.1%, completed the questionnaire. Seventy-nine respondents (85.9%) were female with a median (range) age of 32 (24-58) years. Among the respondents, 82 (89.1%) had good knowledge and all showed positive attitude on DR screening. However, only four (4.3%) demonstrated good practices. We found a weak positive correlation (rs = 0.298, p = 0.004) between attitude and practices. CONCLUSION GPs in Jakarta showed good knowledge and positive attitude on DR screening. However, they did not show good practice. There was a positive correlation between attitude and practice.
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Affiliation(s)
- Yeni Dwi Lestari
- Ophthalmology Department, Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Gitalisa Andayani Adriono
- Ophthalmology Department, Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo General Hospital, Jakarta, Indonesia.
| | - Rizka Ratmilia
- Ophthalmology Department, Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Christy Magdalena
- Ophthalmology Department, Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Ratna Sitompul
- Ophthalmology Department, Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
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Chagas TA, Dos Reis MA, Leivas G, Santos LP, Gossenheimer AN, Melo GB, Malerbi FK, Schaan BD. Prevalence of diabetic retinopathy in Brazil: a systematic review with meta-analysis. Diabetol Metab Syndr 2023; 15:34. [PMID: 36864478 PMCID: PMC9979496 DOI: 10.1186/s13098-023-01003-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 02/19/2023] [Indexed: 03/04/2023] Open
Abstract
AIMS To evaluate the prevalence of diabetic retinopathy (DR) in Brazilian adults with diabetes mellitus via a systematic review with meta-analysis. METHODS A systematic review using PubMed, EMBASE, and Lilacs was conducted, searching for studies published up to February 2022. Random effect meta-analysis was performed to estimate the DR prevalence. RESULTS We included 72 studies (n = 29,527 individuals). Among individuals with diabetes in Brazil, DR prevalence was 36.28% (95% CI 32.66-39.97, I2 98%). Diabetic retinopathy prevalence was highest in patients with longer duration of diabetes and in patients from Southern Brazil. CONCLUSION This review shows a similar prevalence of DR as compared to other low- and middle-income countries. However, the high heterogeneity observed-expected in systematic reviews of prevalence-raises concerns about the interpretation of these results, suggesting the need for multicenter studies with representative samples and standardized methodology.
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Affiliation(s)
| | - Mateus Augusto Dos Reis
- Graduate Program in Medical Sciences: Endocrinology, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil.
| | - Gabriel Leivas
- Graduate Program in Medical Sciences: Endocrinology, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Lucas Porto Santos
- National Institute of Science and Technology for Health Technology Assessment (IATS), Porto Alegre, RS, Brazil
| | - Agnes Nogueira Gossenheimer
- Graduate Program in Medical Sciences: Endocrinology, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Gustavo Barreto Melo
- Department of Ophthalmology and Visual Science, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | - Fernando Korn Malerbi
- Department of Ophthalmology and Visual Science, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | - Beatriz D Schaan
- Graduate Program in Medical Sciences: Endocrinology, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil
- National Institute of Science and Technology for Health Technology Assessment (IATS), Porto Alegre, RS, Brazil
- Endocrine Division, Hospital de Clínicas de Porto Alegre, Porto Alegre, RS, Brazil
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Zhang YT, Li HY, Sun XT, Tong XW, Shan YY, Xu YX, Pu SD, Gao XY. Relationship Between Index of Cardiac Electrophysiological Balance, Frontal QRS-T Angle and Retinopathy in People with Type 2 Diabetes. Diabetes Metab Syndr Obes 2023; 16:861-871. [PMID: 36974327 PMCID: PMC10039660 DOI: 10.2147/dmso.s403210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Accepted: 03/14/2023] [Indexed: 03/29/2023] Open
Abstract
BACKGROUND Diabetic retinopathy (DR) is strongly associated with cardiovascular disease, which is a risk factor for sudden cardiac death (SCD). The index of cardiac electrophysiological balance (iCEB) and the frontal QRS-T angle are recommended to predict the risk of ventricular arrhythmias more than other ECG parameters. However, the relationships between these two markers and DR have not yet been explored. The aim of this study was to investigate the variation in the iCEB, corrected iCEB (iCEBc) and frontal QRS-T angle in different stages of DR and determine whether there are associations between these markers and DR. METHODS The sample comprised 665 patients with Type 2 diabetes mellitus (T2DM) who were classified into three groups: no DR (NDR), mild to moderate non-proliferative DR (NPDR), and vision-threatening DR (VTDR). Twelve-lead ECG was performed and the QT, QTc, QRS duration, iCEB, iCEBc and frontal QRS-T angle were recorded and compared across the groups. RESULTS The VTDR group had a significantly higher iCEBc and frontal QRS-T angle than the NDR and NPDR groups. After controlling for confounding variables, the correlations between the iCEBc (OR=2.217, 95% CI=1.464-3.358, P<0.001), frontal QRS-T angle (OR=1.017, 95% CI=1.008-1.025, P<0.001) and DR risk remained (P<0.05). Subjects in the fourth iCEBc quartile (adjusted OR=2.612, 95% CI=1.411-4.834, p=0.002) had a much higher chance of developing DR compared to those in the first quartile. In comparison to the first frontal QRS-T angle quartile, subjects in the third (adjusted OR=1.998, 95% CI=1.167-3.422, P=0.012) and fourth (adjusted OR=2.430, 95% CI=1.420-4.160, P=0.001) frontal QRS-T angle quartiles had significantly greater risks of DR. CONCLUSION With the progression of DR, the iCEBc and frontal QRS-T angle increase. An increased iCEBc and frontal QRS-T angle are associated with an increased risk of DR.
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Affiliation(s)
- Yi-Tong Zhang
- Department of Endocrinology, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, People’s Republic of China
| | - Hui-Yao Li
- Department of Endocrinology, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, People’s Republic of China
| | - Xiao-Tong Sun
- Department of Endocrinology, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, People’s Republic of China
| | - Xue-Wei Tong
- Department of Endocrinology, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, People’s Republic of China
| | - Yong-Yan Shan
- Department of Endocrinology, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, People’s Republic of China
| | - Yu-Xin Xu
- Department of Endocrinology, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, People’s Republic of China
| | - Sheng-Dan Pu
- Department of Endocrinology, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, People’s Republic of China
| | - Xin-Yuan Gao
- Department of Endocrinology, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, People’s Republic of China
- Correspondence: Xin-Yuan Gao, Department of Endocrinology, The First Affiliated Hospital of Harbin Medical University, 23 Youzheng Street, Harbin, 150001, People’s Republic of China, Email
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Tan H, Wang X, Ye K, Lin J, Song E, Gong L. Prevalence and risk factors of diabetic retinopathy among Chinese adults with type 2 diabetes in a suburb of Shanghai, China. PLoS One 2022; 17:e0275617. [PMID: 36194621 PMCID: PMC9531829 DOI: 10.1371/journal.pone.0275617] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 09/20/2022] [Indexed: 11/05/2022] Open
Abstract
Background To investigate the prevalence and risk factors of diabetic retinopathy (DR) in a Chinese population with type 2 diabetes mellitus (T2DM) in a suburb (Qingpu) of Shanghai, China. Methods A population-based cross-sectional study. A total of 7462 residents with T2DM in Qingpu were enrolled according to the resident health archives from January 2020 to December 2020. Blood and urine samples of the subjects were collected. Disc- and macula-centred retinal images were taken to assess DR. SPSS was used to analyse and investigate the prevalence and risk factors of DR. Results The fundus images of 6380 (85.5%) subjects were of sufficiently good quality for grading. The average (range) age of 6380 subjects was 63.46±7.77 (28–92) years. Six hundred forty-four subjects were diagnosed with DR. The prevalence of DR was 10.1% (95% CI 9.4%-10.8%), with mild, moderate, and severe non-proliferative retinopathy and proliferative retinopathy being 2.1%, 6.3%, 1.3% and 0.4%, respectively. The prevalence of bilateral DR was 6.5%. Higher T2DM duration (OR, 1.057), fasting plasma glucose (OR, 1.063), glycated hemoglobinA1c (OR, 1.269), urea nitrogen (OR, 1.059), and urinary albumin (OR, 1.001) were associated with the higher DR prevalence. Conclusion The prevalence of DR among Chinese adults with T2DM in Qingpu was 10.1%, in which non-proliferative DR was more common. Higher fasting plasma glucose and glycated hemoglobinA1c are well-known risk factors of DR, consistent with the findings in our study. Our study didn’t find the risk between lipid indicators and DR. However, several renal function indicators, like higher urea nitrogen and urinary albumin, were risk factors for DR in this study. Appropriate diagnosis and intervention should be taken in time to prevent and control DR development.
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Affiliation(s)
- Huiling Tan
- Department of Ophthalmology, Qingpu Branch of Zhongshan Hospital Affiliated to Fudan University, Shanghai, China
- Bengbu Medical College, Bengbu, Anhui, China
| | - Xin Wang
- Department of Ophthalmology, Qingpu Branch of Zhongshan Hospital Affiliated to Fudan University, Shanghai, China
- Bengbu Medical College, Bengbu, Anhui, China
| | - Kaiyou Ye
- Qingpu Center for Disease Prevention and Control, Shanghai, China
| | - Jianmin Lin
- Clinical Laboratory, Qingpu Branch of Zhongshan Hospital Affiliated to Fudan University, Shanghai, China
| | - E. Song
- Department of Ophthalmology, Lixiang Eye Hospital of Soochow University, Suzhou, Jiangsu, China
- * E-mail: (ES); (LG)
| | - Lihua Gong
- Department of Ophthalmology, Qingpu Branch of Zhongshan Hospital Affiliated to Fudan University, Shanghai, China
- * E-mail: (ES); (LG)
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Anti-RAGE (Receptor Advanced Glycation End products) Antibody Improves Diabetic Retinopathy in Rats via Hypoglycemic and Anti-inflammatory Mechanism. Rep Biochem Mol Biol 2022; 11:394-399. [PMID: 36718309 PMCID: PMC9883039 DOI: 10.52547/rbmb.11.3.394] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 04/21/2022] [Indexed: 01/18/2023]
Abstract
Background Receptor advanced glycation end products (RAGE) activation plays an essential role in diabetic retinopathy (DR) progression. This study was aimed to explore the role of anti-RAGE antibodies (RAGE antagonists) in inhibiting DR progression through their hypoglycemic and anti-inflammatory mechanism in diabetic retinopathy induced rats. Methods A total of 30 male Wistar rats were randomly divided into five group. The group was consisted of normal control group, DR group without treatment, DR group with anti-RAGE 1 ηg/kg BW, 10 ηg/kg BW, and 100 ηg/kg BW. To assess the diabetic retinopathy, fundus photographs were taken every week using a camera with 16x magnification placed in front of the rat's eyes. Blood glucose was checked by the glucose oxidase-peroxidase method. Retinal TNF-α levels and VEGF were examined using an enzyme-linked immunosorbent assay (ELISA) kit. Results The finding of this study showed that anti-RAGE treatment at dose of 10 and 100 ηg/kg BW, HbA1c levels were significantly higher (p< 0.05) compared to the normal control group but significantly lower (p< 0.05) than in the diabetes group. The mean blood vessel diameter in the DR+anti-RAGE 10 and 100 ηg/kg BW groups was significantly lower than in the diabetic retinopathy group (p< 0.05). The administration of anti-RAGE 10 and 100 ηg/kg BW showed the ability to significantly reduce VEGF levels compared to the DR group (p< 0.05). Discussion This study revealed at doses of 10 and 100 ηg/kg BW, anti-RAGE antibodies improved diabetic retinopathy in Wistar rats through hypoglycemic effects and anti-inflammatory mechanisms.
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Bortoli JQ, Silber PC, Picetti E, Silva CFD, Pakter HM. Retinografia como forma de rastreio de retinopatia diabética em hospital terciário do Sistema Único de Saúde. REVISTA BRASILEIRA DE OFTALMOLOGIA 2022. [DOI: 10.37039/1982.8551.20220057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Virgana R, Atik N, Gunadi JW, Jonathan E, Ramadhani DE, Soetadji RS, Goenawan H, Lesmana R, Kartasasmita A. MitoTEMPOL Inhibits ROS-Induced Retinal Vascularization Pattern by Modulating Autophagy and Apoptosis in Rat-Injected Streptozotocin Model. LIFE (BASEL, SWITZERLAND) 2022; 12:life12071061. [PMID: 35888150 PMCID: PMC9320075 DOI: 10.3390/life12071061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 07/10/2022] [Accepted: 07/13/2022] [Indexed: 12/03/2022]
Abstract
Diabetic retinopathy leads to retinal malfunction, blindness, and reduced quality of life in adult diabetes patients. The involvement of reactive oxygen species (ROS) regulation stimulated by high blood glucose levels opens the opportunity for ROS modulator agents such as MitoTEMPOL. This study aims to explore the effect of MitoTEMPOL on ROS balance that may be correlated with retinal vascularization pattern, autophagy, and apoptosis in a streptozotocin-induced rat model. Four groups of male Wistar rats (i.e., control, TEMPOL (100 mg/kg body weight [BW]), diabetic (streptozotocin, 50 mg/kg BW single dose), and diabetic + TEMPOL; n = 5 for each group) were used in the study. MitoTEMPOL was given for 5 weeks, followed by funduscopy, and gene and protein expression were explored from the rat’s retina. Streptozotocin injection decreased bodyweight and increased food and water intake, as well as fasting blood glucose. The results showed that MitoTEMPOL reduced retinal vascularization pattern and decreased superoxide dismutase gene expression and protein carbonyl, caspase 3, and caspase 9 protein levels. A modulation of autophagy in diabetes that was reversed in the diabetic + TEMPOL group was found. In conclusion, MitoTEMPOL modulation on autophagy and apoptosis contributes to its role as a potent antioxidant to prevent diabetic retinopathy by inhibiting ROS-induced retinal vascularization patterns.
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Affiliation(s)
- Rova Virgana
- Department of Ophthalmology, Faculty of Medicine, Universitas Padjadjaran, Professor Eyckman 38, Bandung 40161, Indonesia;
- Cicendo National Eye Hospital, Cicendo 4, Bandung 40117, Indonesia
- Correspondence:
| | - Nur Atik
- Biology Cell Division, Department of Biomedical Sciences, Faculty of Medicine, Universitas Padjadjaran, Raya Bandung-Sumedang Km 21, Bandung 45363, Indonesia;
| | - Julia Windi Gunadi
- Department of Physiology, Faculty of Medicine, Maranatha Christian University, Surya Sumantri 65, Bandung 40164, Indonesia;
| | - Evelyn Jonathan
- Faculty of Medicine, Maranatha Christian University, Surya Sumantri 65, Bandung 40164, Indonesia; (E.J.); (D.E.R.); (R.S.S.)
| | - Dona Erisa Ramadhani
- Faculty of Medicine, Maranatha Christian University, Surya Sumantri 65, Bandung 40164, Indonesia; (E.J.); (D.E.R.); (R.S.S.)
| | - Ray Sebastian Soetadji
- Faculty of Medicine, Maranatha Christian University, Surya Sumantri 65, Bandung 40164, Indonesia; (E.J.); (D.E.R.); (R.S.S.)
| | - Hanna Goenawan
- Physiology Cell Division, Department of Biomedical Sciences, Faculty of Medicine, Universitas Padjadjaran, Raya Bandung-Sumedang Km 21, Bandung 45363, Indonesia; (H.G.); (R.L.)
- Physiology Molecular Laboratory, Biological Activity Division, Central Laboratory, Universitas Padjadjaran, Raya Bandung-Sumedang Km 21, Bandung 45363, Indonesia
| | - Ronny Lesmana
- Physiology Cell Division, Department of Biomedical Sciences, Faculty of Medicine, Universitas Padjadjaran, Raya Bandung-Sumedang Km 21, Bandung 45363, Indonesia; (H.G.); (R.L.)
- Physiology Molecular Laboratory, Biological Activity Division, Central Laboratory, Universitas Padjadjaran, Raya Bandung-Sumedang Km 21, Bandung 45363, Indonesia
| | - Arief Kartasasmita
- Department of Ophthalmology, Faculty of Medicine, Universitas Padjadjaran, Professor Eyckman 38, Bandung 40161, Indonesia;
- Cicendo National Eye Hospital, Cicendo 4, Bandung 40117, Indonesia
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Prevalence of diabetes in pregnancy and microvascular complications in native Indonesian women: The Jogjakarta diabetic retinopathy initiatives in pregnancy (Jog-DRIP). PLoS One 2022; 17:e0267663. [PMID: 35704644 PMCID: PMC9200361 DOI: 10.1371/journal.pone.0267663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Accepted: 04/13/2022] [Indexed: 11/20/2022] Open
Abstract
Objectives To report the prevalence of total diabetes in pregnancy (TDP) and diabetes-related microvascular complications among Indonesian pregnant women. Methods We conducted a community-based cross-sectional study with multi-stage, cluster random sampling to select the participating community health centers (CHC) in Jogjakarta, Indonesia between July 2018-November 2019. All pregnant women in any trimester of pregnancy within the designated CHC catchment area were recruited. Capillary fasting blood glucose (FBG) and blood glucose (BG) at 1-hour (1-h), and 2-hour (2-h) post oral glucose tolerance test (OGTT) were measured. TDP was defined as the presence of pre-existing diabetes or diabetes in pregnancy (FBG ≥7.0 mmol/L, or 2-h OGTT ≥11.1 mmol/L, or random BG ≥11.1 mmol/L with diabetes symptoms). Disc and macula-centered retinal photographs were captured to assess diabetic retinopathy (DR). Blood pressure, HbA1c and serum creatinine levels were also measured. Results A total of 631/664 (95%) eligible pregnant women were included. The median age was 29 (IQR 26–34) years. The prevalence of TDP was 1.1% (95%CI 0.5, 2.3). It was more common in women with chronic hypertension (p = 0.028) and a family history of diabetes (p = 0.015). Among the TDP group, 71% had a high HbA1c, but no DR nor nephropathy were observed. Conclusions Although a very low prevalence of TDP and no diabetes-related microvascular complications were documented in this population, there is still a need for a screening program for diabetes in pregnancy. Once diabetes has been identified, appropriate management can then be provided to prevent adverse outcomes.
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Heidari Z, Sharafi Z. Association of Non-Alcoholic Fatty Liver Dis-ease and Diabetic Retinopathy in Patients with Type 2 Diabetes Mellitus: a Cross-Sectional Study. IRANIAN SOUTH MEDICAL JOURNAL 2022; 25:30-41. [DOI: 10.52547/ismj.25.1.30] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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Yueniwati Y, Syaban MFR, Erwan NE, Putra GFA, Krisnayana AD. Molecular Docking Analysis of Ficus religiosa Active Compound with Anti-Inflammatory Activity by Targeting Tumour Necrosis Factor Alpha and Vascular Endothelial Growth Factor Receptor in Diabetic Wound Healing. Open Access Maced J Med Sci 2021. [DOI: 10.3889/oamjms.2021.7068] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND: Diabetes mellitus contributes to the delayed healing of wounds causes disturbance of inflammatory cytokine. Tumour necrosis factor alpha (TNF-alpha) and Vascular Endothelial Growth Factor Receptor (VEGFR) both have a role in the persistent inflammation associated with diabetic wounds. Ficus religiosa has developed a reputation as a traditional wound healer among some java people in Indonesia.
AIM: Our study aims to discover the molecular interaction between the active constituents of F. religiosa with TNF-alpha and VEGFR.
MATERIALS AND METHODS: This research was conducted in computerized molecular docking using Protein database, Pymol, Discovery studio, and Pyrex software. A thorough literature search was conducted to identify the potential compound and molecular target for diabetic wounds. Analysis of its anti-inflammatory properties was also carried out using a passonline webserver. Pharmacokinetic analysis was performed using the Lipinski Rule of Five websites and the PreADMET website.
RESULTS: Each of the study’s active compounds has a good pharmacokinetic profile. The predictions of the compound’s structure indicate that it has a strong anti-inflammatory impact. Lupenyl acetate and Lanosterol bind more strongly to the TNF-alpha than the natural ligand, but Piperine binds more strongly to VEGFR.
CONCLUSIONS: Lupenyl acetate, Lanosterol, and Piperine compounds have anti-inflammatory effects through inhibition of TNF-alpha and VEGFR. In addition, this compound has potential to become a drug because it has good pharmacokinetics. Future studies are required to determine the effectiveness and toxicity of Lupenyl acetate, Lanosterol, and Piperine as potential treatment in diabetic wounds.
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Raja SA, Chong VH, Rahman NA, Shakir LMP, Knights J. Prevalence and associated factors of diabetic retinopathy among type 2 diabetes mellitus patients in Brunei Darussalam - A cross-sectional study. KOREAN JOURNAL OF OPHTHALMOLOGY 2021; 36:26-35. [PMID: 34743489 PMCID: PMC8850000 DOI: 10.3341/kjo.2021.0040] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 10/28/2021] [Indexed: 11/30/2022] Open
Abstract
Purpose To determine the prevalence of diabetic retinopathy (DR) and the factors associated with retinopathy among type 2 diabetes mellitus (DM) patients in Brunei Darussalam. Methods Cross-sectional study of all type 2 DM patients who attended diabetic eye screening over a 3-month period at one of four government hospitals. We assessed association between DR with the following variables: age, sex, glycated hemoglobin (HbA1c), duration of DM, hypertension, hyperlipidemia, and microalbuminuria. Results There were 341 patients (female, 58.9%; mean age, 55.3 ± 11.9 years) with a mean duration of DM of 9.4 ± 7.4 years and mean serum HbA1c of 8.4% ± 1.9%. The overall prevalence of any DR was 22.6% (95% confidence interval, 18.8–27.1) with prevalence rates of 4.1% (95% confidence interval, 2.1–6.4) for proliferative DR and 9.7% (95% confidence interval, 6.8–13.2) for vision-threatening DR. Multivariate analysis showed that DR was significantly associated with certain age groups (reduced in older age groups), longer duration of DM (11 years or more), poor control (HbA1c >9.0%) and presence of any microalbuminuria. Conclusions DR affects one in five patients with DM in Brunei Darussalam, comparable to rates reported for other Asian populations. It is especially worrying that one in ten patients with DM had vision-threatening DR. DR was significantly associated with longer duration of DM, poor control and presence of microalbuminuria but reduced in older age groups. It is important to advocate good control right from the time of diagnosis of DM and institute timely and effective management of retinopathy. DR was significantly associated with longer duration of DM, poor control of diabetes, and presence of microalbuminuria but reduced in older age groups.
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Affiliation(s)
- Sajid A Raja
- Ophthalmologist in charge, Eye department, Pengiran Muda Mahkota Pengiran Muda Haji Al-Muhtadee Billah, Tutong Hospital, Brunei Darussalam
| | - Vui Heng Chong
- Head of clinical services Pengiran Muda Mahkota Pengiran Muda Haji Al-Muhtadee Billah, Tutong Hospital, Brunei Darussalam.,Consultant gastroenterologist RIPAS Hospital, Brunei Darussalam
| | - Noor A Rahman
- Consultant ophthalmologist, RIPAS Hospital, Brunei Darussalam
| | - Lilabi M P Shakir
- Associate Professor, Community Medicine, Calicut Medical College; Kerala, India
| | - Joe Knights
- Coordinator Pengiran Anak Puteri Rashidah Sa'adatul Bolkiah Institute of Health Sciences, Universiti Brunei Darussalam, Brunei Darussalam
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Gao LM, Fu S, Liu F, Wu HB, Li WJ. Astragalus Polysaccharide Regulates miR-182/Bcl-2 Axis to Relieve Metabolic Memory through Suppressing Mitochondrial Damage-Mediated Apoptosis in Retinal Pigment Epithelial Cells. Pharmacology 2021; 106:520-533. [PMID: 34352784 DOI: 10.1159/000515901] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 03/15/2021] [Indexed: 11/19/2022]
Abstract
INTRODUCTION Metabolic memory is one of the causes of diabetic retinopathy, and astragalus polysaccharide (APS) has great advantages in the treatment of diabetes. However, the effect of APS on metabolic memory remains to be investigated. METHODS Retinal pigment epithelial cell line ARPE-19 and primary retinal pigment epithelial cells were used to verify the effect of APS on mitochondria damage and apoptosis induced by high glucose-induced metabolic memory. The relationship between miR-182 and Bcl-2 was confirmed by a luciferase activity assay. Western blotting and quantitative reverse-transcriptase polymerase chain reaction were conducted to investigate the changes in mitochondrial damage- and apoptosis-associated markers. The cell mitochondrial membrane potential was assessed by JC-1 fluorescence. Terminal deoxynucleotidyl transferase dUTP nick end labelling staining and flow cytometry assays were performed to determine the occurrence of apoptosis. RESULTS Treatment with high glucose followed by normal glucose significantly upregulated the expression of miR-182 and downregulated the expression of its target Bcl-2, and APS treatment reversed the above effects. Additionally, APS treatment restored mitochondrial function and inhibited apoptosis in cells in a state of metabolic memory. The effects of APS against mitochondrial damage and apoptosis were partially inhibited after miR-182 overexpression. CONCLUSION APS alleviated mitochondrial damage and apoptosis induced by metabolic memory by regulating the miR-182/Bcl-2 axis, which might serve as a new strategy for the treatment of diabetic retinopathy.
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Affiliation(s)
- Li-Mo Gao
- Department of Ophthalmology, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Shun Fu
- Department of Ophthalmology, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Fen Liu
- Department of Gynaecology and Obstetrics, The First Hospital of Changsha, Changsha, China
| | - Han-Bing Wu
- Tumor Center, Huaihua First People's Hospital, Huaihua, China
| | - Wen-Jie Li
- Department of Ophthalmology, The Third Xiangya Hospital of Central South University, Changsha, China
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Takkar B, Das T, Thamarangsi T, Rani PK, Thapa R, Nayar PD, Rajalakshmi R, Choudhury N, Hanutsaha P. Development of Diabetic retinopathy screening guidelines in South-East Asia region using the context, challenges, and future technology. Semin Ophthalmol 2021; 37:97-104. [PMID: 34003720 DOI: 10.1080/08820538.2021.1925308] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Objective: To formulate guidelines for screening of diabetic retinopathy (DR) for the World Health Organization (WHO) South-East Asia Region (SEAR) aligned with the current infrastructure and human resources for health (HRH).Design: A consultative group discussion of technical experts of the International Agency for the Prevention of Blindness (IAPB) from SEAR.Participants: IAPB country chairs and DR technical experts from SEAR countries.Methods: Data related to DR in SEAR was collected from published literature on available DM and DR guidelines and the participating experts. The 10 SEAR countries (the Democratic Republic of Korea was not included for lack of sufficient data) were divided into 3 resource levels (low, medium, and high) based on gross national income/per capita, cataract service indicators (cataract surgical rate and cataract surgical service), current infrastructure and available HRH. Two countries each were assigned to low (Myanmar, Timor-Leste) and high resource (India, Thailand) levels, and the remaining 6 countries (Bangladesh, Bhutan, Indonesia, Maldives, Nepal, Sri Lanka) were assigned the medium resource level. The DR care system was divided into 3 levels of care (essential, recommended, and desirable) and 3 levels of service delivery (primary, secondary, and tertiary).Main outcome measures: Primary, secondary, and tertiary level guidelines for screening of DRResults: Nine WHO SEAR countries participated in the formulation of the new country-specific DR screening guidelines. The DR screening recommendations were: advocacy at the community level, visual acuity measurement, and non-mydriatic fundus photography at the primary level, comprehensive eye examination and retinal laser at the secondary level, and intravitreal therapy and vitrectomy at the tertiary level. The systemic care of DM and hypertension are recommended at all levels commiserating with their care capabilities.Conclusions: The DR guidelines for the SEAR region are the first region-specific and resource-aligned recommendations for comprehensive DR care in each country of the region. In the future, the new technological advances in retinal camera technology, teleophthalmology, and artificial intelligence should be included within the structure of the public DR care system.
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Affiliation(s)
- Brijesh Takkar
- Srimati Kanuri Santamma Centre for Vitreoretinal Diseases, L V Prasad Eye Institute, Hyderabad, India.,Indian Health Outcomes, Public Health and Economics Research (IHOPE) Centre, L V Prasad Eye Institute, Hyderabad, India
| | - Taraprasad Das
- Srimati Kanuri Santamma Centre for Vitreoretinal Diseases, L V Prasad Eye Institute, Hyderabad, India.,Regional Chair, International Agency for Prevention of Blindness, Hyderabad, India
| | - Thaksaphon Thamarangsi
- Healthier Populations and Non-Communicable Disease, WHO Regional Office for South- East Asia Region, New Delhi, India
| | - Padmaja K Rani
- Srimati Kanuri Santamma Centre for Vitreoretinal Diseases, L V Prasad Eye Institute, Hyderabad, India
| | - Raba Thapa
- Tilganga Institute of Ophthalmology, Kathmandu, Nepal
| | - Patanjali D Nayar
- Disability & Injury Prevention and Rehabilitation, Healthier Populations and Non-Communicable Disease, WHO Regional Office for South- East Asia Region, New Delhi, India
| | - Ramachandran Rajalakshmi
- Dr. Mohan's Diabetes Specialities Centre and Madras Diabetes Research Foundation, Chennai, Tamil Nadu, India
| | | | - Prut Hanutsaha
- Department of Ophthalmology, Mahidol University, Nakhon Pathom, Thailand
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Yang L, Yu W, Pan W, Chen S, Ye X, Gu X, Hu X. A Clinical Epidemiological Analysis of Prognostic Nutritional Index Associated with Diabetic Retinopathy. Diabetes Metab Syndr Obes 2021; 14:839-846. [PMID: 33658818 PMCID: PMC7920509 DOI: 10.2147/dmso.s295757] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Accepted: 02/03/2021] [Indexed: 01/07/2023] Open
Abstract
PURPOSE Prognostic nutritional index (PNI) is an effective tool to evaluate the nutritional conditions and predict prognosis, but clinical data are limited for the use of PNI in diabetic retinopathy (DR). This study aimed to investigate the relationship of PNI with the prevalence and severity of DR in patients with type 2 diabetes mellitus (T2DM). PATIENTS AND METHODS This cross-sectional analysis enrolled 1023 individuals with T2DM hospitalized between 2017-2020. PNI was calculated as 10 × serum albumin (g/l) + 0.005 × total lymphocyte count (cells/mL). DR severity was categorized as no, nonproliferative, and vision-threatened DR (VTDR) according to the modified Airlie House classification. Multivariate-adjusted odds ratio (OR) with 95% confidence interval (CI) for the prevalent DR in the top (Q4) compared with the bottom quartile (Q1) of PNI levels were estimated by using logistic regression analyses. RESULTS PNI levels were significantly lower in individuals with VTDR than those with no and nonproliferative DR (both P < 0.001), and the proportions of individuals with DR were significantly decreased in the top quartile compared with the bottom quartile of PNI levels (P < 0.001). After adjustments for age, gender, DM duration, obesity-related risk factors and clinical biochemical parameters, the higher levels of PNI were significantly associated with a lower prevalence of DR (Q4 vs Q1: OR = 0.402, 95% CI: 0.250-0.649, P < 0.001), with a 5.9% reduction in the prevalence of DR for a per-unit increment in the levels of PNI (OR = 0.941, 95% CI: 0.911-0.972, P < 0.001). The association of PNI and obesity-related indexes (body mass index and waist circumference) with the severity of DR was independent of each other (P<0.001). CONCLUSION PNI was inversely and independently associated with the severity and prevalence of DR, which suggested that PNI could likely be used to predict DR prognosis in clinical practice.
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Affiliation(s)
- Lijuan Yang
- Department of Endocrine and Metabolic Diseases, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, Zhejiang Province, People’s Republic of China
| | - Weihui Yu
- Department of Endocrine and Metabolic Diseases, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, Zhejiang Province, People’s Republic of China
| | - Wei Pan
- Department of Endocrine and Metabolic Diseases, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, Zhejiang Province, People’s Republic of China
| | - Shuoping Chen
- Department of Endocrine and Metabolic Diseases, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, Zhejiang Province, People’s Republic of China
| | - Xiwen Ye
- Department of Endocrine and Metabolic Diseases, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, Zhejiang Province, People’s Republic of China
| | - Xuejiang Gu
- Department of Endocrine and Metabolic Diseases, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, Zhejiang Province, People’s Republic of China
| | - Xiang Hu
- Department of Endocrine and Metabolic Diseases, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, Zhejiang Province, People’s Republic of China
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Song D, Li C, Wang Z, Zhao Y, Shen B, Zhao W. Association of non-alcoholic fatty liver disease with diabetic retinopathy in type 2 diabetic patients: A meta-analysis of observational studies. J Diabetes Investig 2021; 12:1471-1479. [PMID: 33372390 PMCID: PMC8354494 DOI: 10.1111/jdi.13489] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2020] [Revised: 10/06/2020] [Accepted: 12/24/2020] [Indexed: 12/25/2022] Open
Abstract
Aims/Introduction Non‐alcoholic fatty liver disease (NAFLD) is becoming more and more prevalent in type 2 diabetes mellitus. Evidence connecting NAFLD to diabetic retinopathy (DR) is increasing, but the results vary. Thus, we undertook a meta‐analysis to explore the effect of NAFLD on diabetic retinopathy in patients with type 2 diabetes mellitus. Materials and Methods PubMed, Embase, Cochrane and Scopus database were searched for until September 30, 2019. Original studies analyzing the association between NAFLD and diabetic retinopathy in the type 2 diabetic population were included. This meta‐analysis was processed by RevMan 5.3 software. Subgroup analyses based on countries were carried out. The pooled odds ratios and 95% confidence intervals were used to evaluate the association between NAFLD and diabetic retinopathy incidence. The I2 test was used to assess heterogeneity of studies. Results We retrieved 414 articles, and nine studies involving 7,170 patients were included in the final analysis. The pooled effects estimate suggested that NAFLD was not associated with the risk of diabetic retinopathy in patients with type 2 diabetes mellitus. Subgroup analysis suggested that in China, Korea and Iran, patients with type 2 diabetes mellitus with NAFLD had a decreased risk for diabetic retinopathy compared with the non‐NAFLD individuals. However, in Italy and India, patients with type 2 diabetes mellitus with NAFLD had an increased risk for diabetic retinopathy compared with the non‐NAFLD individuals. In addition, no relevance between NAFLD and diabetic retinopathy was found in America. Conclusions On the whole, there was no association between NAFLD and diabetic retinopathy in individuals with type 2 diabetes mellitus. However, subgroup analysis showed that a difference of country may have an influence on the result.
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Affiliation(s)
- Dandan Song
- Department of Endocrine and Metabolic Diseases, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Chengqian Li
- Department of Endocrine and Metabolic Diseases, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Zhongchao Wang
- Department of Endocrine and Metabolic Diseases, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Yuhang Zhao
- Department of Endocrine and Metabolic Diseases, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Baoming Shen
- Department of Information Management, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Wenjuan Zhao
- Department of Endocrine and Metabolic Diseases, The Affiliated Hospital of Qingdao University, Qingdao, China
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Sasongko MB, Indrayanti SR, Wardhana FS, Widhasari IA, Widyaputri F, Prayoga ME, Widayanti TW, Agni AN. Low utility of diabetic eye care services and perceived barriers to optimal diabetic retinopathy management in Indonesian adults with vision-threatening diabetic retinopathy. Diabetes Res Clin Pract 2021; 171:108540. [PMID: 33212116 DOI: 10.1016/j.diabres.2020.108540] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2020] [Revised: 10/12/2020] [Accepted: 10/17/2020] [Indexed: 11/26/2022]
Abstract
Among 100 Indonesian adults with type 2 diabetes having vision-threatening diabetic retinopathy, less than 25% of individuals had appropriate treatment within 12 months from their initial screening due to lack of information about the treatment cost (88%), no permission from family member (77.3%) and having no eye complaint (77%).
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Affiliation(s)
- Muhammad B Sasongko
- Department of Ophthalmology, Faculty of Medicine Public Health and Nursing, Universitas Gadjah Mada - Sardjito Eye Center, Dr. Sardjito General Hospital, Yogyakarta, Indonesia.
| | - Sarah R Indrayanti
- Department of Ophthalmology, Faculty of Medicine Public Health and Nursing, Universitas Gadjah Mada - Sardjito Eye Center, Dr. Sardjito General Hospital, Yogyakarta, Indonesia
| | - Firman S Wardhana
- Department of Ophthalmology, Faculty of Medicine Public Health and Nursing, Universitas Gadjah Mada - Sardjito Eye Center, Dr. Sardjito General Hospital, Yogyakarta, Indonesia
| | - Idhayu A Widhasari
- Department of Ophthalmology, Faculty of Medicine Public Health and Nursing, Universitas Gadjah Mada - Sardjito Eye Center, Dr. Sardjito General Hospital, Yogyakarta, Indonesia
| | - Felicia Widyaputri
- Department of Ophthalmology, Faculty of Medicine Public Health and Nursing, Universitas Gadjah Mada - Sardjito Eye Center, Dr. Sardjito General Hospital, Yogyakarta, Indonesia
| | - Mohammad E Prayoga
- Department of Ophthalmology, Faculty of Medicine Public Health and Nursing, Universitas Gadjah Mada - Sardjito Eye Center, Dr. Sardjito General Hospital, Yogyakarta, Indonesia
| | - Tri W Widayanti
- Department of Ophthalmology, Faculty of Medicine Public Health and Nursing, Universitas Gadjah Mada - Sardjito Eye Center, Dr. Sardjito General Hospital, Yogyakarta, Indonesia
| | - Angela N Agni
- Department of Ophthalmology, Faculty of Medicine Public Health and Nursing, Universitas Gadjah Mada - Sardjito Eye Center, Dr. Sardjito General Hospital, Yogyakarta, Indonesia
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Subrata SA. The nursing outlook of the self- and family management support programs among Indonesian with diabetes: An umbrella review. Diabetes Metab Syndr 2021; 15:109-119. [PMID: 33338950 DOI: 10.1016/j.dsx.2020.12.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 07/26/2020] [Accepted: 12/07/2020] [Indexed: 10/22/2022]
Abstract
BACKGROUND AND AIMS Diabetes is one of the most critical diseases particularly in developing countries such as Indonesia. Various diabetes approaches have been well conducted to prevent complications. However, little has been discussed in association with the achievement of self- and family management support programs in Indonesia. Thus, the objective of the umbrella review is to evaluate the implementation of the self- and family management support programs among Indonesian with diabetes. METHOD To guide this review, the revised self- and family management framework developed by Grey, Schulman-Green, Knafl, and Reynolds (2015) was used. A literature search was conducted via online databases including Cochrane, Scopus, ProQuest, SAGE, EBSCO, and PubMed. The inclusion criteria were diabetes studies related to self- and family management in Indonesia; articles published from 2000 to 2019; quantitative, qualitative, and review studies; used humans as research subjects; and English articles were prioritized. Meanwhile, the exclusion criteria were studies not addressing the nature of self- and family management in Indonesia, laboratory-based research using human cell and study protocol. RESULTS A total of 78 studies were involved in the final analysis. The facilitators and barriers, process, and outcomes (distal and proximal) were presented. The results indicated that the implementation of the self- and family management process generated favorable outcomes for the diabetes population in Indonesia. CONCLUSIONS The self- and family management support program is a promising strategy to improve the facilitators and overcome the barriers to diabetes care. Patients, families, diabetes nurses, and health policymakers are recommended to work in tandem to achieve successful diabetes care, particularly in the community.
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Affiliation(s)
- Sumarno Adi Subrata
- Nursing Lecturer at the Department of Nursing and Wound Research Center, Faculty of Health Sciences, Universitas Muhammadiyah Magelang, Indonesia.
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Wintergerst MW, Mishra DK, Hartmann L, Shah P, Konana VK, Sagar P, Berger M, Murali K, Holz FG, Shanmugam MP, Finger RP. Diabetic Retinopathy Screening Using Smartphone-Based Fundus Imaging in India. Ophthalmology 2020; 127:1529-1538. [DOI: 10.1016/j.ophtha.2020.05.025] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Revised: 05/08/2020] [Accepted: 05/11/2020] [Indexed: 11/29/2022] Open
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Zeng F, Luo G, Lu Y, Zhang Z, Zhou Y, Chen Y, Zhou Z. Long non-coding RNA VIM Antisense RNA 1 (VIM-AS1) sponges microRNA-29 to participate in diabetic retinopathy. Acta Diabetol 2020; 57:1111-1116. [PMID: 32447557 PMCID: PMC7413870 DOI: 10.1007/s00592-020-01536-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Accepted: 04/11/2020] [Indexed: 11/21/2022]
Abstract
AIMS Long non-coding RNA (lncRNA) VIM Antisense RNA 1 (VIM-AS1) has been reported to be correlated with type 2 diabetes (T2D) susceptibility, while the roles of this lncRNA in T2D and its complications remain unclear. This study aimed to explore the role of VIM-AS1 in diabetic retinopathy (DR). METHODS Gene expression levels in both human specimens and in vitro cultivated cells were determined by qPCR and western blot. Overexpression experiments were performed to analyze gene interactions. Cell apoptosis after transfections was detected by cell apoptosis assay. RESULTS We found that VIM-AS1 was significantly downregulated in T2D patients in comparison with that in healthy controls. Specifically, the expression levels of VIM-AS1 were lowest among T2D patients complicated with DR. Bioinformatics analysis showed that VIM-AS1 can interact with microRNA 29 (miR-29), which is a critical player in high glucose-induced apoptosis of human retinal pigment epithelial cells (RPEs). Dual-luciferase assay also revealed the direct interaction between them. High glucose treatment led to upregulated miR-29 and downregulated VIM-AS1. However, overexpression of VIM-AS1 and miR-29 did not affect the expression of each other. Cell apoptosis analysis showed that overexpression of VIM-AS1 reduced the enhancing effects of miR-29 overexpression on RPEs cell proliferation. CONCLUSIONS Therefore, VIM-AS1 may sponge miR-29 to participate in DR.
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Affiliation(s)
- Feng Zeng
- Department of Ophthalmology, Qingyuan People's Hospital, The Sixth Affiliated Hospital of Guangzhou Medical University, Qingyuan City, 511500, Guangdong Province, People's Republic of China
| | - Gang Luo
- Department of Critical Care Medicine, Qingyuan People's Hospital, The Sixth Affiliated Hospital of Guangzhou Medical University, Qingyuan City, 511500, Guangdong Province, People's Republic of China
| | - Yamei Lu
- Department of Ophthalmology, Qingyuan People's Hospital, The Sixth Affiliated Hospital of Guangzhou Medical University, Qingyuan City, 511500, Guangdong Province, People's Republic of China.
| | - Zhaotian Zhang
- Zhong Shan Ophthalmological Center, Sun Yat-Sen University, Guangdong, 510000, People's Republic of China
| | - Yuanqing Zhou
- Department of Ophthalmology, Qingyuan People's Hospital, The Sixth Affiliated Hospital of Guangzhou Medical University, Qingyuan City, 511500, Guangdong Province, People's Republic of China
| | - Yonging Chen
- Department of Ophthalmology, Qingyuan People's Hospital, The Sixth Affiliated Hospital of Guangzhou Medical University, Qingyuan City, 511500, Guangdong Province, People's Republic of China
| | - Zhiyan Zhou
- Department of Ophthalmology, Qingyuan People's Hospital, The Sixth Affiliated Hospital of Guangzhou Medical University, Qingyuan City, 511500, Guangdong Province, People's Republic of China
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Chen T, Jin L, Zhu W, Wang C, Zhang G, Wang X, Wang J, Yang K, Cochrane GM, Lamoureux EL, Friedman DS, Gilbert S, Lansingh VC, Resnikoff S, Zhao J, Xiao B, He M, Congdon N. Knowledge, attitudes and eye health-seeking behaviours in a population-based sample of people with diabetes in rural China. Br J Ophthalmol 2020; 105:806-811. [PMID: 32737033 DOI: 10.1136/bjophthalmol-2020-316105] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Revised: 05/05/2020] [Accepted: 06/12/2020] [Indexed: 12/23/2022]
Abstract
AIMS To assess knowledge of diabetes and acceptance of eye care among people with diabetes in rural China, to improve service uptake. METHODS Population-based study of people in Guangdong, China, with glycosylated haemoglobin A1c≥6.5% and/or known history of diabetes. Between August and November 2014, participants answered a questionnaire (based on Delphi process/previous focus groups) on medical history, demographic characteristics, self-rated health and vision, knowledge about diabetes and diabetic retinopathy, quality of local healthcare, barriers to treatment, likely acceptance of eye exams and treatment, and interventions rated most likely to improve service uptake. Presenting visual acuity was assessed, fundus photography performed and images graded by trained graders. Potential predictors of accepting care were evaluated and confounders adjusted for using logistic regression. RESULTS A total of 562 people (9.6% (256/5825), mean age 66.2±9.84 years, 207 (36.8%) men) had diabetes, 118 (22.3%) previously diagnosed. 'Very likely' or 'likely' acceptance of laser treatment (140/530=26.4%) was lower than for eye exams (317/530=59.8%, p<0.001). Predictors of accepting both exams and laser included younger age (p<.001) and prior awareness of diabetes diagnosis (p=0.004 and p=0.035, respectively). The leading barrier to receiving diabetes treatment was unawareness of diagnosis (409/454, 97.2%), while interventions rated most likely to improve acceptance of eye exams included reimbursement of travel costs (387/562, 73.0%), video or other health education (359/562, 67.7%) and phone call reminders (346/562, 65.3%). CONCLUSIONS Improving diagnosis of diabetes, along with incentives, education and communication strategies, is most likely to enhance poor acceptance of diabetic eye care in this setting.
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Affiliation(s)
- Tingting Chen
- The Ophthalmology Department, Sun Yat-sen University First Affiliated Hospital, Guangzhou, China.,State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China
| | - Ling Jin
- State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China
| | - Wenhui Zhu
- The Ophthalmology Department, Sun Yat-sen University First Affiliated Hospital, Guangzhou, China.,State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China
| | - Congyao Wang
- The Ophthalmology Department, Sun Yat-sen University First Affiliated Hospital, Guangzhou, China.,State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China
| | - Guoshan Zhang
- State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China
| | - Xiuqin Wang
- State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China
| | - Jun Wang
- State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China
| | - Ke Yang
- State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China
| | - Gillian M Cochrane
- Faculty of Health, School of Medicine (Optometry), Deakin University, Burwood, Australia
| | - Ecosse Luc Lamoureux
- Health Services Research Unit, Singapore Eye Research Institute, Singapore, Singapore
| | - David S Friedman
- Glaucoma Center of Excellence, Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, USA
| | - Suzanne Gilbert
- Innovation & Sight Programs, Seva Foundation, Berkeley, California, USA
| | | | | | - Jialiang Zhao
- Chinese Academy of Medical Sciences, Peking Union Medical College Hospital, Dongcheng-qu,China
| | - Baixiang Xiao
- State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China
| | - Mingguang He
- State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China.,Centre for Eye Research Australia; Ophthalmology, Department of Surgery, University of Melbourne, Melbourne, Australia
| | - Nathan Congdon
- State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China .,Centre for Public Health, Queen's University Belfast, Belfast, UK
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Santos DC, de Melo LGN, Pizarro MH, Barros BSV, Negrato CA, Porto LC, Silva DA, Drummond KRG, Muniz LH, Mattos TCL, Pinheiro AA, Mallmann F, Leal FSL, Malerbi FK, Morales PH, Gomes MB. Genomic ancestry as a risk factor for diabetic retinopathy in patients with type 1 diabetes from an admixed population: a nested case-control study in Brazil. Acta Diabetol 2020; 57:937-945. [PMID: 32125531 DOI: 10.1007/s00592-020-01498-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Accepted: 02/06/2020] [Indexed: 10/24/2022]
Abstract
AIMS The influence of genetic factors on the development and progression of diabetic retinopathy is still unclear. Previous studies showed controversial results. We aimed to characterize the relationship between genomic ancestry and self-reported color/race with severe diabetic retinopathy in patients with type 1 diabetes belonging to a highly admixed population. METHODS This study was a nested case-control based on data collected from a large cross-sectional, nationwide survey conducted in clinics from all five geographic regions of Brazil. For the present study, we included 414 individuals. Cases (n = 176) were considered if they had severe non-proliferative or proliferative diabetic retinopathy, and controls (n = 238) were type 1 diabetes patients without retinopathy, matched for diabetes duration by a range of 5 years. Indirect ophthalmoscopy was performed, and individual genomic ancestry was inferred using a panel of 46 ancestry informative markers. RESULTS The backward stepwise logistic regression analysis showed that African genomic ancestry (OR 3.9, p = 0.045), HbA1c (OR 1.24, p = 0.001), glomerular filtration rate (OR 0.98, p < 0.001) and hypertension (OR 2.52, p < 0.001) were associated with severe diabetic retinopathy after adjusting for clinical and demographic data. Self-reported color/race was not statistically associated with diabetic retinopathy. CONCLUSIONS Genomic ancestry, as well as clinical variables such as hypertension, impaired glomerular filtration rate and poor diabetes control (HbA1c), was important risk factor for the development of severe diabetic retinopathy. Further studies are needed, especially in highly admixed populations, to better understand the role of genomic ancestry and possible genes that might be associated with the development and/or progression of diabetic retinopathy.
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Affiliation(s)
- Deborah Conte Santos
- Department of Internal Medicine, Diabetes Unit, Rio de Janeiro State University (UERJ), Boulevard 28 de Setembro, 77- 3º andar - Vila Isabel, Rio de Janeiro, Rio de Janeiro, CEP 20551-030, Brazil.
| | | | - Marcela Haas Pizarro
- Department of Internal Medicine, Diabetes Unit, Rio de Janeiro State University (UERJ), Boulevard 28 de Setembro, 77- 3º andar - Vila Isabel, Rio de Janeiro, Rio de Janeiro, CEP 20551-030, Brazil
| | - Bianca S V Barros
- Department of Internal Medicine, Diabetes Unit, Rio de Janeiro State University (UERJ), Boulevard 28 de Setembro, 77- 3º andar - Vila Isabel, Rio de Janeiro, Rio de Janeiro, CEP 20551-030, Brazil
| | | | - Luís Cristóvão Porto
- Histocompatibility and Cryopreservation Laboratory (HLA), Rio de Janeiro State University (UERJ), Rio de Janeiro, Rio de Janeiro, Brazil
| | - Dayse A Silva
- DNA Diagnostic Laboratory (LDD), Rio de Janeiro State University (UERJ), Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - Luiza Harcar Muniz
- Department of Internal Medicine, Diabetes Unit, Rio de Janeiro State University (UERJ), Boulevard 28 de Setembro, 77- 3º andar - Vila Isabel, Rio de Janeiro, Rio de Janeiro, CEP 20551-030, Brazil
| | | | | | - Felipe Mallmann
- Department of Ophthalmology, Federal University of Rio Grande Do Sul, Porto Alegre, Brazil
| | | | - Fernando Korn Malerbi
- Department of Endocrinology and Ophthalmology, Federal University of São Paulo, São Paulo, Brazil
| | | | - Marília Brito Gomes
- Department of Internal Medicine, Diabetes Unit, Rio de Janeiro State University (UERJ), Boulevard 28 de Setembro, 77- 3º andar - Vila Isabel, Rio de Janeiro, Rio de Janeiro, CEP 20551-030, Brazil
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Wintergerst MWM, Jansen LG, Holz FG, Finger RP. Smartphone-Based Fundus Imaging-Where Are We Now? Asia Pac J Ophthalmol (Phila) 2020; 9:308-314. [PMID: 32694345 DOI: 10.1097/apo.0000000000000303] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
With the advent of smartphone-based fundus imaging (SBFI), a low-cost alternative to conventional digital fundus photography has become available. SBFI allows for a mobile fundus examination, is applicable both with and without pupil dilation, comes with built-in connectivity and post-processing capabilities, and is relatively easy to master. Furthermore, it is delegable to paramedical staff/technicians and, hence, suitable for telemedicine. Against this background a variety of SBFI applications have become available including screening for diabetic retinopathy, glaucoma, and retinopathy of prematurity and its applications in emergency medicine and pediatrics. In addition, SBFI is convenient for teaching purposes and might serve as a surrogate for direct ophthalmoscopy. First wide-field montage techniques are available and the combination of SBFI with machine learning algorithms for image analyses is promising. In conclusion, SBFI has the potential to make fundus examinations and screenings for patients particularly in low- and middle-income settings more accessible and, therefore, aid tackling the burden of diabetic retinopathy, glaucoma, and retinopathy of prematurity screening. However, image quality for SBFI varies substantially and a reference standard for grading appears prudent. In addition, there is a strong need for comparison of different SBFI approaches in terms of applicability to disease screening and cost-effectiveness.
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Kume A, Kashiwagi K. Recent Epidemiological Status of Ocular and Other Major Complications Related to Diabetes Mellitus in Japan. Ophthalmologica 2020; 243:404-412. [PMID: 32097907 DOI: 10.1159/000506747] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Accepted: 02/24/2020] [Indexed: 11/19/2022]
Abstract
PURPOSE To investigate the epidemiological status of diabetes mellitus (DM)-related complications in Japan. METHODS The subjects were 3.11 million Japanese individuals who were registered in the Japanese claim database between 2005 and 2014. Subjects with a diagnosis associated with codes related to DM and/or DM-related complications as classified by the International Classification of Diseases version 10 and those who were prescribed any therapeutic agents for DM were considered to have DM. The status of ocular, renal, and neural complications was investigated. RESULTS A total of 66,923 patients with DM were included. The prevalence of subjects with DM was 3.8% in 2005 and 4.2% in 2014. The most frequent complication was diabetic retinopathy (23.6%, 95% CI: 21.7-25.5%), followed by diabetic nephropathy (14.8%, 95% CI: 14.0-15.6%) and diabetic neuropathy (4.9%, 95% CI: 4.5-5.3%). Among the subjects with ocular complications, 1.8% had proliferative diabetic retinopathy, 1.1% had diabetic macular edema (DME), 0.3% had neovascular glaucoma, and 1.5% had vitreous hemorrhage. Only DME significantly increased during the study period. The frequencies of the ocular and neural complications significantly decreased, while that of renal complications significantly increased during the study period. CONCLUSIONS Ocular complications were the most common DM-related major complications in Japan. Notably, DME significantly increased in recent years.
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Affiliation(s)
- Atsuki Kume
- Department of Ophthalmology, University of Yamanashi, Chuo, Japan
| | - Kenji Kashiwagi
- Department of Ophthalmology, University of Yamanashi, Chuo, Japan,
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Jaafar MHM, Hamid KA. Chitosan-Coated Alginate Nanoparticles Enhanced Absorption Profile of Insulin Via Oral Administration. Curr Drug Deliv 2020; 16:672-686. [PMID: 31250754 DOI: 10.2174/1567201816666190620110748] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2018] [Revised: 05/10/2019] [Accepted: 05/18/2019] [Indexed: 12/24/2022]
Abstract
BACKGROUND In this study, four nanoparticle formulations (F1 to F4) comprising varying ratios of alginate, Pluronic F-68 and calcium chloride with a constant amount of insulin and chitosan as a coating material were prepared using polyelectrolyte complexation and ionotropic gelation methods to protect insulin against enzymatic degradation. METHODS This study describes the formulation design, optimisation, characterisation and evaluation of insulin concentration via oral delivery in rats. A reversed-phase high-performance liquid chromatography (HPLC) method was developed and validated to quantify insulin concentration in rat plasma. The proposed method produced a linear response over the concentration range of 0.39 to 50 µg/ml. RESULTS In vitro release study showed that dissolution of insulin in simulated gastric juice of pH 1.2 was prevented by alginate core and chitosan coating but rapidly released in simulated intestinal fluid (pH 6.8). Additionally, Formulation 3 (F3) has a particle size of 340.40 ± 2.39 nm with narrow uniformity exhibiting encapsulation efficiency (EE) of 72.78 ± 1.25 % produced highest absorption profile of insulin with a bioavailability of 40.23 ±1.29% and reduced blood glucose after its oral administration in rats. CONCLUSION In conclusion, insulin oral delivery system containing alginate and chitosan as a coating material has the ability to protect the insulin from enzymatic degradation thus enhance its absorption in the intestine. However, more work should be done for instance to involve human study to materialise this delivery system for human use.
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Affiliation(s)
- Mohd H M Jaafar
- Department of Pharmaceutics, Faculty of Pharmacy, Universiti Teknologi MARA, Cawangan Selangor, 42300 Puncak Alam, Malaysia
| | - Khuriah A Hamid
- Department of Pharmaceutics, Faculty of Pharmacy, Universiti Teknologi MARA, Cawangan Selangor, 42300 Puncak Alam, Malaysia
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Yao L, Zhong Y, He L, Wang Y, Wu J, Geng J, Zhou Y, Zhang J, Chen J, Shan Z, Teng W, Xu Y, Chen L, Liu L. Serum CA125 Level Is Associated with Diabetic Retinopathy in Chinese Patients with Type 2 Diabetes. Diabetes Metab Syndr Obes 2020; 13:1803-1812. [PMID: 32547142 PMCID: PMC7250309 DOI: 10.2147/dmso.s250928] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2020] [Accepted: 05/07/2020] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND To investigate the association between serum carbohydrate antigen 125 (CA125) and the presence as well as severity of diabetes retinopathy (DR) in Chinese adult patients with type 2 diabetes. METHODS A hospital-based cross-sectional study was conducted from February 2012 to November 2018. DR was assessed using Early Treatment Diabetic Retinopathy Study criteria. Vision-threatening DR (VTDR) was diagnosed if subjects had severe non-proliferative DR (NPDR), proliferative DR (PDR), or clinically significant macular edema (CSME). Multivariate logistic regression models were applied to explore the associations. RESULTS Among the 2696 participants, the overall prevalence of DR was 25.1%, of which the prevalence of mild NPDR, moderate NPDR, and VTDR was 10.8%, 4.5%, and 9.9%, respectively. Serum CA125 level was significantly higher in participants with DR and increased with the severity of DR (P = 0.013). After accounting for age, gender, smoking, drinking, duration of diabetes, anti-diabetic agents use, systolic blood pressure, pulse pressure, weight, hemoglobin A1c and fasting plasma glucose levels, CA125 level was significantly associated with subjects in any-severity DR (odds ratio [OR] 1.006 [95% confidence interval CI: 1.002-1.010], P = 0.006) and VTDR (1.008 [1.003-1.013], P = 0.001). When CA125 was treated as categorized variables, the prevalence of VTDR might increase as improving CA125 quartiles (P value for trend = 0.017). CONCLUSION In this study, serum CA125 level was associated with the presence and severity of DR in Chinese patients with type 2 diabetes. Further prospective studies should be warranted to validate the feasible role of CA125 as well as other biomarkers.
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Affiliation(s)
- Litong Yao
- China Medical University, Shenyang110001, People’s Republic of China
- Department of Breast Surgery, The First Hospital of China Medical University, Shenyang110001, People’s Republic of China
| | - Yifan Zhong
- Department of Ophthalmology, The First Hospital of China Medical University, Shenyang110001, People’s Republic of China
| | - Lingzi He
- China Medical University, Shenyang110001, People’s Republic of China
| | - Yan Wang
- Department of Radiology, General Hospital of Liaohe Oil Field, Panjin124010, People’s Republic of China
| | - Jingyang Wu
- Department of Ophthalmology, The First Hospital of China Medical University, Shenyang110001, People’s Republic of China
| | - Jin Geng
- Department of Ophthalmology, The First Hospital of China Medical University, Shenyang110001, People’s Republic of China
| | - Yun Zhou
- Department of Ophthalmology, The First Hospital of China Medical University, Shenyang110001, People’s Republic of China
| | - Jiahua Zhang
- Department of Ophthalmology, The First Hospital of China Medical University, Shenyang110001, People’s Republic of China
| | - Jun Chen
- Department of Ophthalmology, The First Hospital of China Medical University, Shenyang110001, People’s Republic of China
| | - Zhongyan Shan
- Department of Endocrinology and Metabolism, Institute of Endocrinology, Liaoning Provincial Key Laboratory of Endocrine Diseases, The First Affiliated Hospital of China Medical University, Shenyang110001, People’s Republic of China
| | - Weiping Teng
- Department of Endocrinology and Metabolism, Institute of Endocrinology, Liaoning Provincial Key Laboratory of Endocrine Diseases, The First Affiliated Hospital of China Medical University, Shenyang110001, People’s Republic of China
| | - Yingying Xu
- Department of Breast Surgery, The First Hospital of China Medical University, Shenyang110001, People’s Republic of China
| | - Lei Chen
- Department of Ophthalmology, The First Hospital of China Medical University, Shenyang110001, People’s Republic of China
- Correspondence: Lei Chen; Lei Liu Email ;
| | - Lei Liu
- Department of Ophthalmology, The First Hospital of China Medical University, Shenyang110001, People’s Republic of China
- Correspondence: Lei Chen; Lei Liu Email ;
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Thomas RL, Halim S, Gurudas S, Sivaprasad S, Owens DR. IDF Diabetes Atlas: A review of studies utilising retinal photography on the global prevalence of diabetes related retinopathy between 2015 and 2018. Diabetes Res Clin Pract 2019; 157:107840. [PMID: 31733978 DOI: 10.1016/j.diabres.2019.107840] [Citation(s) in RCA: 183] [Impact Index Per Article: 30.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Accepted: 09/06/2019] [Indexed: 10/25/2022]
Abstract
AIMS The purpose of this study is to assess the prevalence of diabetic retinopathy (DR) world-wide from articles published since 2015 where the assessment of the presence and severity of DR was based on retinal images. METHODS A total of 4 databases were searched for the MESH terms diabetic retinopathy and prevalence. Of 112 publications 32 studies were included and individual data pooled for analysis. The presence of any DR or diabetic macular edema (DME) was recorded and severity as mild, moderate or severe non-proliferative DR (NPDR), proliferative DR (PDR) and DME and/or clinically significant macular edema (CSME). The level of severity of DR reported refer to persons with diabetes and not individual eyes. RESULTS The global prevalence of DR and DME, for the period 2015 to 2019 were 27.0% for any DR comprising of 25.2%, NPDR, 1.4% PDR and 4.6% DME. The lowest prevalence was in Europe at 20.6% and South East Asia at 12.5% and highest in Africa at 33.8%, Middle East and North Africa 33.8%, and the Western Pacific region at 36.2%. CONCLUSIONS This study illustrated difficulties in deriving a meaningful global prevalence rate for DR and DME due to the lack of uniformity in defining the study populations, methodological differences, retinal image capture and grading criteria. Therefore, international consensus is required using a minimal data set for future studies.
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Affiliation(s)
- R L Thomas
- Diabetes Research Unit Cymru, Swansea University, Wales, United Kingdom
| | - S Halim
- Moorfields Eye Hospital NHS Foundation Trust, London, United Kingdom
| | - S Gurudas
- Moorfields Eye Hospital NHS Foundation Trust, London, United Kingdom
| | - S Sivaprasad
- Moorfields Eye Hospital NHS Foundation Trust, London, United Kingdom
| | - D R Owens
- Diabetes Research Unit Cymru, Swansea University, Wales, United Kingdom.
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Sasongko MB, Wardhana FS, Febryanto GA, Agni AN, Supanji S, Indrayanti SR, Widayanti TW, Widyaputri F, Widhasari IA, Lestari YD, Adriono GA, Sovani I, Kartasasmita AS. The estimated healthcare cost of diabetic retinopathy in Indonesia and its projection for 2025. Br J Ophthalmol 2019; 104:487-492. [PMID: 31285276 DOI: 10.1136/bjophthalmol-2019-313997] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Revised: 05/10/2019] [Accepted: 06/10/2019] [Indexed: 01/24/2023]
Abstract
PURPOSE To estimate the total healthcare cost associated with diabetic retinopathy (DR) in type 2 diabetes in Indonesia and its projection for 2025. METHODS A prevalence-based cost-of-illness model was constructed from previous population-based DR study. Projection for 2025 was derived from estimated diabetes population in 2025. Direct treatment costs of DR were estimated from the perspective of healthcare. Patient perspective costs were obtained from thorough interview including only transportation cost and lost of working days related to treatment. We developed four cost-of-illness models according to DR severity level, DR without necessary treatment, needing laser treatment, laser +intravitreal (IVT) injection and laser + IVT +vitrectomy. All costs were estimated in 2017 US$. RESULTS The healthcare costs of DR in Indonesia were estimated to be $2.4 billion in 2017 and $8.9 billion in 2025. The total cost in 2017 consisted of the cost for no DR and mild-moderate non-proliferative DR (NPDR) requiring eye screening ($25.9 million), severe NPDR or proliferative DR (PDR) requiring laser treatment ($0.25 billion), severe NPDR or PDR requiring both laser and IVT injection ($1.75 billion) and advance level of PDR requiring vitrectomy ($0.44 billion). CONCLUSIONS The estimated healthcare cost of DR in Indonesia in 2017 was considerably high, nearly 2% of the 2017 national state budget, and projected to increase significantly to more than threefold in 2025. The highest cost may incur for DR requiring both laser and IVT injection. Therefore, public health intervention to delay or prevent severe DR may substantially reduce the healthcare cost of DR in Indonesia.
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Affiliation(s)
- Muhammad Bayu Sasongko
- Department of Ophthalmology, Faculty of Medicine Public Health and Nursing, Universitas Gadjah Mada-Dr Sardjito General Hospital, Yogyakarta, Indonesia
| | - Firman Setya Wardhana
- Department of Ophthalmology, Faculty of Medicine Public Health and Nursing, Universitas Gadjah Mada-Dr Sardjito General Hospital, Yogyakarta, Indonesia
| | - Gandhi Anandika Febryanto
- Department of Ophthalmology, Faculty of Medicine Public Health and Nursing, Universitas Gadjah Mada-Dr Sardjito General Hospital, Yogyakarta, Indonesia
| | - Angela Nurini Agni
- Department of Ophthalmology, Faculty of Medicine Public Health and Nursing, Universitas Gadjah Mada-Dr Sardjito General Hospital, Yogyakarta, Indonesia
| | - Supanji Supanji
- Department of Ophthalmology, Faculty of Medicine Public Health and Nursing, Universitas Gadjah Mada-Dr Sardjito General Hospital, Yogyakarta, Indonesia
| | - Sarah Rizqia Indrayanti
- Department of Ophthalmology, Faculty of Medicine Public Health and Nursing, Universitas Gadjah Mada-Dr Sardjito General Hospital, Yogyakarta, Indonesia
| | - Tri Wahyu Widayanti
- Department of Ophthalmology, Faculty of Medicine Public Health and Nursing, Universitas Gadjah Mada-Dr Sardjito General Hospital, Yogyakarta, Indonesia
| | - Felicia Widyaputri
- Department of Ophthalmology, Faculty of Medicine Public Health and Nursing, Universitas Gadjah Mada-Dr Sardjito General Hospital, Yogyakarta, Indonesia
| | - Idhayu Anggit Widhasari
- Department of Ophthalmology, Faculty of Medicine Public Health and Nursing, Universitas Gadjah Mada-Dr Sardjito General Hospital, Yogyakarta, Indonesia
| | - Yeni Dwi Lestari
- Department of Ophthalmology, Faculty of Medicine, Universitas Indonesia-Dr Ciptomangunkusumo National Hospital, Jakarta, Indonesia
| | - Gitalisa Andayani Adriono
- Department of Ophthalmology, Faculty of Medicine, Universitas Indonesia-Dr Ciptomangunkusumo National Hospital, Jakarta, Indonesia
| | - Iwan Sovani
- Department of Ophthalmology, Faculty of Medicine, Universitas Padjajaran-Cicendo National Eye Hospital, Bandung, Indonesia
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Misra A, Gopalan H, Jayawardena R, Hills AP, Soares M, Reza-Albarrán AA, Ramaiya KL. Diabetes in developing countries. J Diabetes 2019; 11:522-539. [PMID: 30864190 DOI: 10.1111/1753-0407.12913] [Citation(s) in RCA: 98] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2018] [Revised: 02/27/2019] [Accepted: 03/08/2019] [Indexed: 12/24/2022] Open
Abstract
There has been a rapid escalation of type 2 diabetes (T2D) in developing countries, with varied prevalence according to rural vs urban habitat and degree of urbanization. Some ethnic groups (eg, South Asians, other Asians, and Africans), develop diabetes a decade earlier and at a lower body mass index than Whites, have prominent abdominal obesity, and accelerated the conversion from prediabetes to diabetes. The burden of complications, both macro- and microvascular, is substantial, but also varies according to populations. The syndemics of diabetes with HIV or tuberculosis are prevalent in many developing countries and predispose to each other. Screening for diabetes in large populations living in diverse habitats may not be cost-effective, but targeted high-risk screening may have a place. The cost of diagnostic tests and scarcity of health manpower pose substantial hurdles in the diagnosis and monitoring of patients. Efforts for prevention remain rudimentary in most developing countries. The quality of care is largely poor; hence, a substantial number of patients do not achieve treatment goals. This is further amplified by a delay in seeking treatment, "fatalistic attitudes", high cost and non-availability of drugs and insulins. To counter these numerous challenges, a renewed political commitment and mandate for health promotion and disease prevention are urgently needed. Several low-cost innovative approaches have been trialed with encouraging outcomes, including training and deployment of non-medical allied health professionals and the use of mobile phones and telemedicine to deliver simple health messages for the prevention and management of T2D.
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Affiliation(s)
- Anoop Misra
- National-Diabetes, Obesity and Cholesterol Foundation, Safdarjung Development Area, New Delhi, India
- Diabetes Foundation (India), New Delhi, India
- Fortis C-DOC Center of Excellence for Diabetes, Metabolic Diseases, and Endocrinology, New Delhi, India
| | - Hema Gopalan
- National-Diabetes, Obesity and Cholesterol Foundation, Safdarjung Development Area, New Delhi, India
| | | | - Andrew P Hills
- School of Health Sciences, College of Health and Medicine, University of Tasmania, Launceston, Tasmania, Australia
| | - Mario Soares
- School of Public Health, Curtin University, Perth, Western Australia, Australia
| | - Alfredo A Reza-Albarrán
- Endocrinology and Metabolism Department, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
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Zhang M, Li L, Chen J, Li B, Zhan Y, Zhang C. Presence of diabetic retinopathy is lower in type 2 diabetic patients with non-alcoholic fatty liver disease. Medicine (Baltimore) 2019; 98:e15362. [PMID: 31045779 PMCID: PMC6504314 DOI: 10.1097/md.0000000000015362] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
To analyze the association between non-alcoholic fatty liver disease (NAFLD) and the presence of diabetic retinopathy (DR) in patients with type 2 diabetes mellitus (T2DM).Total 411 T2DM patients were divided into NAFLD and control groups. NAFLD was diagnosed by ultrasound. Retinopathy was diagnosed by fundus photography. All patients were screened based on medical history, physical examinations, and laboratory measurements.The prevalence of NAFLD and DR in T2DM patients was 60.8% and 40.9%, respectively. The presence of DR was associated with diabetes duration, systolic blood pressure (SBP), glycated hemoglobin (HbA1c), and proteinuria (all P < .001) using univariate and multivariate regression analyses. The prevalence of DR was lower in patients with NAFLD than those without NAFLD (37.2% vs 46.6%, P = .065), and significantly lower in patients with moderate and severe NAFLD (30.2% vs 46.6%, P = .012; 14.3% vs 46.6%, P = .024). The presence of DR in NAFLD patients was associated with diabetes duration (P = .032) in Chi-squared analysis.NAFLD and DR were highly prevalent in T2DM patients. Diabetes duration, SBP, HbA1c, and proteinuria were risk factors for DR in T2DM patients. The presence of DR was lower in T2DM patients with NAFLD, which was mainly due to their shorter diabetes duration.
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Affiliation(s)
- Meng Zhang
- Department of Gastroenterology, Beijing Tongren Hospital, Capital Medical University, Beijing
- Department of Gastroenterology, Xian XD Group Hospital, Xi’an, Shaanxi Province, China
| | - Li Li
- Department of Gastroenterology, Beijing Tongren Hospital, Capital Medical University, Beijing
| | - Jing Chen
- Department of Gastroenterology, Beijing Tongren Hospital, Capital Medical University, Beijing
| | - Bei Li
- Department of Gastroenterology, Beijing Tongren Hospital, Capital Medical University, Beijing
| | - Yutao Zhan
- Department of Gastroenterology, Beijing Tongren Hospital, Capital Medical University, Beijing
| | - Chuan Zhang
- Department of Gastroenterology, Beijing Tongren Hospital, Capital Medical University, Beijing
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Damari B, Mahdavi A, Hajian M. How to improve Iranians' vision health: on the national policy of preventing Iranians' blindness. Int J Ophthalmol 2019; 12:114-122. [PMID: 30662850 DOI: 10.18240/ijo.2019.01.18] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Accepted: 11/27/2018] [Indexed: 11/23/2022] Open
Abstract
AIM To review vision health situation of Iranian community, analyze its determinants, and discuss the adopted improvement strategies by the Iran Ministry of Health and Medical Education (MOHME). METHODS This was a rapid situation analysis with a qualitative approach in three parts of recognition, orientation and implementation. The data were gathered via review of upstream documents, national and international experiences, and experts and stakeholders' opinions. RESULTS Eradicating trachoma, increasing human resources, increasing educational and research centers and promotion of ophthalmic technologies were important achievements in the field of vision health in Iran. Through these achievements, it seemed that the pattern of causes of blindness and low vision was similar to that of the developed countries. However, the review of Iranians' vision health indicators showed that a considerable percent of the blindness and low vision was avoidable through a national program demanding 3 types of interventions in social determinants of health (SDH), community education, and increasing the access to health care services by integrating the necessary services in primary health care system. CONCLUSION Managing the issue requires attentions from a national committee for preventing blindness with participation of all stakeholders, implementing a national survey on vision health, preparation of the primary level health centers including employment and education of community health workers (Behvarzes), optometrists and general practitioners, fair distribution of specialized human resources and establishing at least one specialized center in each province for referring patients from the primary levels.
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Affiliation(s)
- Behzad Damari
- Neuroscience Institute, Tehran University of Medical Sciences, Tehran 1416833481, Iran
| | - Alireza Mahdavi
- Ministry of Health and Medical Education, Tehran 1467664961, Iran
| | - Maryam Hajian
- Minimally Invasive Surgery Research Center, Iran University of Medical Sciences, Tehran 1445613113, Iran
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Li Z, Keel S, Liu C, He Y, Meng W, Scheetz J, Lee PY, Shaw J, Ting D, Wong TY, Taylor H, Chang R, He M. An Automated Grading System for Detection of Vision-Threatening Referable Diabetic Retinopathy on the Basis of Color Fundus Photographs. Diabetes Care 2018; 41:2509-2516. [PMID: 30275284 DOI: 10.2337/dc18-0147] [Citation(s) in RCA: 148] [Impact Index Per Article: 21.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Accepted: 09/02/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The goal of this study was to describe the development and validation of an artificial intelligence-based, deep learning algorithm (DLA) for the detection of referable diabetic retinopathy (DR). RESEARCH DESIGN AND METHODS A DLA using a convolutional neural network was developed for automated detection of vision-threatening referable DR (preproliferative DR or worse, diabetic macular edema, or both). The DLA was tested by using a set of 106,244 nonstereoscopic retinal images. A panel of ophthalmologists graded DR severity in retinal photographs included in the development and internal validation data sets (n = 71,043); a reference standard grading was assigned once three graders achieved consistent grading outcomes. For external validation, we tested our DLA using 35,201 images of 14,520 eyes (904 eyes with any DR; 401 eyes with vision-threatening referable DR) from population-based cohorts of Malays, Caucasian Australians, and Indigenous Australians. RESULTS Among the 71,043 retinal images in the training and validation data sets, 12,329 showed vision-threatening referable DR. In the internal validation data set, the area under the curve (AUC), sensitivity, and specificity of the DLA for vision-threatening referable DR were 0.989, 97.0%, and 91.4%, respectively. Testing against the independent, multiethnic data set achieved an AUC, sensitivity, and specificity of 0.955, 92.5%, and 98.5%, respectively. Among false-positive cases, 85.6% were due to a misclassification of mild or moderate DR. Undetected intraretinal microvascular abnormalities accounted for 77.3% of all false-negative cases. CONCLUSIONS This artificial intelligence-based DLA can be used with high accuracy in the detection of vision-threatening referable DR in retinal images. This technology offers potential to increase the efficiency and accessibility of DR screening programs.
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Affiliation(s)
- Zhixi Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Stuart Keel
- Centre for Eye Research Australia, University of Melbourne, Melbourne, Australia
| | - Chi Liu
- Guangzhou Healgoo Interactive Medical Technology Co. Ltd., Guangzhou, China
| | - Yifan He
- Guangzhou Healgoo Interactive Medical Technology Co. Ltd., Guangzhou, China
| | - Wei Meng
- Guangzhou Healgoo Interactive Medical Technology Co. Ltd., Guangzhou, China
| | - Jane Scheetz
- Centre for Eye Research Australia, University of Melbourne, Melbourne, Australia
| | - Pei Ying Lee
- Centre for Eye Research Australia, University of Melbourne, Melbourne, Australia
| | - Jonathan Shaw
- Baker Heart and Diabetes Institute, Melbourne, Australia
| | - Daniel Ting
- Singapore Eye Research Institute, Singapore National Eye Centre, Duke-NUS Medical School, National University of Singapore, Singapore
| | - Tien Yin Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Duke-NUS Medical School, National University of Singapore, Singapore
| | - Hugh Taylor
- Indigenous Eye Health Unit, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia
| | - Robert Chang
- Department of Ophthalmology, Byers Eye Institute, Stanford University, Palo Alto, CA
| | - Mingguang He
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China .,Centre for Eye Research Australia, University of Melbourne, Melbourne, Australia
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Sasongko MB, Widyaputri F, Sulistyoningrum DC, Wardhana FS, Widayanti TW, Supanji S, Widyaningrum R, Indrayanti SR, Widhasari IA, Agni AN. Estimated Resting Metabolic Rate and Body Composition Measures Are Strongly Associated With Diabetic Retinopathy in Indonesian Adults With Type 2 Diabetes. Diabetes Care 2018; 41:2377-2384. [PMID: 30213883 DOI: 10.2337/dc18-1074] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Accepted: 08/20/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To investigate the associations of estimated resting metabolic rate (RMR), body fat (BF), subcutaneous fat (SCF), visceral fat (VF), fat-free mass (FFM) percentage, BMI, and waist circumference (WC) with diabetic retinopathy (DR) in Indonesian adults with type 2 diabetes. RESEARCH DESIGN AND METHODS This was a community-based cross-sectional study of 1,184 subjects with type 2 diabetes. DR was assessed from fundus photography and categorized as mild, moderate nonproliferative DR (NPDR), and vision-threatening DR (VTDR). RMR and body composition parameters were measured using automated body composition scan. Logistic regression with semipartial correlation analysis was used. RESULTS DR and VTDR were present in 43.1 and 26.3% of participants, respectively. After adjustment for age, sex, diabetes duration, fasting glucose, systolic blood pressure, smoking, diabetic ulcer, and use of combined diabetes treatment, per SD increase in RMR (odds ratio [OR] 2.60 [95% CI 2.19-3.07]; P < 0.001) was associated with DR, while per SD increases in BF (0.66 [95% CI 0.56-0.78]; P < 0.001), FFM (0.69 [0.57-0.84]; P < 0.001), VF (0.77 [0.67-0.88]; P < 0.001), BMI (0.83 [0.73-0.94]; P = 0.004), and WC (0.81 [0.73-0.91]; P < 0.001) were inversely associated with presence of DR. Similar associations were found for VTDR. Among all variables, RMR had the largest contribution to the variance in the DR model (39%). CONCLUSIONS In this study, RMR and body composition measures were strongly associated with and contributed considerably to the presence and severity of DR. These findings, if confirmed, suggest that RMR and body composition may be strong markers that represent actual metabolic state in the pathophysiology of DR.
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Affiliation(s)
- Muhammad B Sasongko
- Department of Ophthalmology, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada-Rumah Sakit Umum Pusat Dr. Sardjito, Yogyakarta, Indonesia
| | - Felicia Widyaputri
- Department of Ophthalmology, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada-Rumah Sakit Umum Pusat Dr. Sardjito, Yogyakarta, Indonesia
| | - Dian C Sulistyoningrum
- Department of Nutrition and Health, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Firman S Wardhana
- Department of Ophthalmology, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada-Rumah Sakit Umum Pusat Dr. Sardjito, Yogyakarta, Indonesia
| | - Tri Wahyu Widayanti
- Department of Ophthalmology, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada-Rumah Sakit Umum Pusat Dr. Sardjito, Yogyakarta, Indonesia
| | - Supanji Supanji
- Department of Ophthalmology, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada-Rumah Sakit Umum Pusat Dr. Sardjito, Yogyakarta, Indonesia
| | - Rifa Widyaningrum
- Department of Ophthalmology, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada-Rumah Sakit Umum Pusat Dr. Sardjito, Yogyakarta, Indonesia
| | - Sarah R Indrayanti
- Department of Ophthalmology, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada-Rumah Sakit Umum Pusat Dr. Sardjito, Yogyakarta, Indonesia
| | - Idhayu A Widhasari
- Department of Ophthalmology, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada-Rumah Sakit Umum Pusat Dr. Sardjito, Yogyakarta, Indonesia
| | - Angela N Agni
- Department of Ophthalmology, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada-Rumah Sakit Umum Pusat Dr. Sardjito, Yogyakarta, Indonesia
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Chua J, Lim CXY, Wong TY, Sabanayagam C. Diabetic Retinopathy in the Asia-Pacific. Asia Pac J Ophthalmol (Phila) 2018; 7:3-16. [PMID: 29376231 DOI: 10.22608/apo.2017511] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Diabetic retinopathy (DR), the most common complication of diabetes mellitus, is the leading cause of new cases of blindness in middle-aged and elderly in the Asia-Pacific. It has been estimated that 51% of all those with blindness due to DR globally (n = 424,400) and 56% of those with visual impairment due to DR (2.1 million) come from the Asia-Pacific. Prevalence of DR among those with diabetes ranged from 10% in India to 43% in Indonesia within the Asia-Pacific. Awareness of DR among persons with diabetes ranged from 28% to 84%. Most common modifiable risk factors for DR in the Asia-Pacific were hyperglycemia, blood pressure, dyslipidemia, and obesity. Implementation of systematic screening programs for DR and advancement in telemedicine screening methods have increased patient coverage and cost-effectiveness, though there are still numerous factors impeding screening uptake in the low-middle income regions of the Asia-Pacific. Management and treatment of DR in the Asia-Pacific is mainly limited to traditional laser retinopexy, but it is suboptimal despite new clinical approaches such as use of intravitreal anti.vascular endothelial growth factor and steroids due to limited resources. Further research and data are required to structure a more cost-effective public healthcare program and more awareness-building initiatives to increase the effectiveness of DR screening programs.
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Affiliation(s)
- Jacqueline Chua
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-National University of Singapore Medical School, Singapore
| | - Claire Xin Ying Lim
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- University College Dublin, Dublin, Ireland
| | - Tien Yin Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-National University of Singapore Medical School, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore
| | - Charumathi Sabanayagam
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore
- Centre for Quantitative Medicine, Duke-National University of Singapore Medical School, Singapore
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Dharmastuti D, Agni A, Widyaputri F, Pawiroranu S, Sofro Z, Wardhana F, Haryanto S, Widayanti T, Kotha S, Gupta P, Sasongko M. Associations of Physical Activity and Sedentary Behaviour with Vision-Threatening Diabetic Retinopathy in Indonesian Population with Type 2 Diabetes Mellitus: Jogjakarta Eye Diabetic Study in the Community (JOGED.COM). Ophthalmic Epidemiol 2017; 25:113-119. [DOI: 10.1080/09286586.2017.1367410] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Affiliation(s)
- D.P Dharmastuti
- Department of Ophthalmology, Faculty of Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - A.N Agni
- Department of Ophthalmology, Faculty of Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - F Widyaputri
- Department of Ophthalmology, Faculty of Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - S Pawiroranu
- Department of Ophthalmology, Faculty of Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Z.M Sofro
- Department of Physiology, Faculty of Medicine, Universitas Gadjah Mada
| | - F.S Wardhana
- Department of Ophthalmology, Faculty of Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - S Haryanto
- Department of Ophthalmology, Faculty of Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - T.W Widayanti
- Department of Ophthalmology, Faculty of Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - S Kotha
- Hellen Keller International, Yogyakarta, Indonesia
| | - P Gupta
- Hellen Keller International, Yogyakarta, Indonesia
| | - M.B Sasongko
- Department of Ophthalmology, Faculty of Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
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