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Gudayneh YA, Shumye AF, Gelaye AT, Tegegn MT. Prevalence of hypertensive retinopathy and its associated factors among adult hypertensive patients attending at Comprehensive Specialized Hospitals in Northwest Ethiopia, 2024, a multicenter cross-sectional study. Int J Retina Vitreous 2025; 11:17. [PMID: 39962536 PMCID: PMC11834681 DOI: 10.1186/s40942-025-00631-2] [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: 10/15/2024] [Accepted: 01/07/2025] [Indexed: 02/20/2025] Open
Abstract
INTRODUCTION Hypertensive retinopathy refers to changes in the retinal microvasculature resulting from elevated blood pressure, and the global burden ranges from 2 to 85%. However, there was no evidence on prevalence and associated factors of hypertensive retinopathy among adult hypertensive patients in the study area even in Ethiopia. OBJECTIVE The aim of this study was to investigate prevalence of hypertensive retinopathy and associated factors in adult hypertensive patients attending at Comprehensive Specialized Hospitals in Northwest Ethiopia in 2024. METHODS Multicenter hospital-based cross-sectional study was conducted in Northwest Ethiopia Comprehensive specialized hospitals from June, 07 to August, 07, 2024. A multistage sampling technique with an interval of 3 was applied to select 696 study participants. Data were collected through personal interviews, review of medical records and eye examinations. Data were entered into the Kobo Toolbox and then transferred to STATA version 17 for analysis. Bivariable and then multivariable binary logistic regression models were fitted to determine factors associated with hypertensive retinopathy. Variables with a P-value of less than 0.05 at multivariable analysis were considered statistically significant. RESULT A total of 696 (95.34%) participants were included in the study. The prevalence of hypertensive retinopathy was 57.47%(95%CI: 53.75, 61.10). Age > 74 years (AOR = 4.24, 95%CI = 1.54,11.64), heart disease(AOR = 5.38, 95%CI = 1.86,15.58), duration of hypertension > 5years (AOR = 12.66, 95%CI = 3.88,41.29), dyslipidemia (AOR = 3.44,95%CI = 1.59-7.45), uncontrolled current levels of hypertension (AOR = 40.03, 95%CI = 17.19,93.18), poor adherence of hypertensive medications (AOR = 1.84, 95%CI = 1.12,3.03) and diabetes (AOR = 3.56, 95%CI = 1.49,5.99) were positively associated with hypertensive retinopathy. CONCLUSION -The prevalence of hypertensive retinopathy is high among systemic hypertensive patients seen in Northwest Ethiopia comprehensive specialized hospitals and independently associated with older age, longer duration of hypertension, heart disease, diabetes, dyslipidemia, poor adherence of hypertension medications and uncontrolled hypertension. Early diagnosis and treatment of hypertension was recommended to prevent target organ complications.
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Affiliation(s)
- Yitayal Abebe Gudayneh
- Department of Optometry, School of Medicine, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia.
| | - Abebech Fikade Shumye
- Department of Optometry, School of Medicine, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia
| | - Abebech Tewabe Gelaye
- Department of Clinical Pharmacy, School of Pharmacy, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia
| | - Melkamu Temeselew Tegegn
- Department of Optometry, School of Medicine, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia
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Cheng CY, Liu JC, Chen HY, Chen JJ, Hao WR, Cheng TH. Hyperuricemia and epiretinal pathologies: a review of pathophysiological links and clinical implications. EXPLORATION OF MEDICINE 2024:732-749. [DOI: 10.37349/emed.2024.00253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Accepted: 10/14/2024] [Indexed: 02/05/2025] Open
Abstract
Hyperuricemia (HUA), defined by elevated serum uric acid levels, is well-established in its association with systemic conditions like gout and cardiovascular diseases. Recently, however, emerging research has revealed a potential connection between HUA and ocular disorders, particularly epiretinal pathologies. This review investigates the pathophysiological mechanisms linking HUA to epiretinal conditions, including epiretinal membrane formation, macular edema, and retinal vascular diseases. By thoroughly analyzing current literature, this review seeks to deepen the understanding of the relationship between HUA and epiretinal disorders, with the aim of informing new therapeutic strategies and enhancing patient outcomes.
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Affiliation(s)
- Chun-Yao Cheng
- Department of Ophthalmology, Cathay General Hospital, Taipei City 10633, Taiwan, China
| | - Ju-Chi Liu
- Division of Cardiology, Department of Internal Medicine, Shuang Ho Hospital, Ministry of Health and Welfare, Taipei Medical University, New Taipei City 23561, Taiwan, China; Division of Cardiology, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei City 11002, Taiwan, China
| | - Huan-Yuan Chen
- Institute of Biomedical Sciences, Academia Sinica, Taipei City 115201, Taiwan, China
| | - Jin-Jer Chen
- Institute of Biomedical Sciences, Academia Sinica, Taipei City 115201, Taiwan, China; Division of Cardiology, Department of Internal Medicine and Graduate Institute of Clinical Medical Science, China Medical University, Taichung City 404328, Taiwan, China
| | - Wen-Rui Hao
- Division of Cardiology, Department of Internal Medicine, Shuang Ho Hospital, Ministry of Health and Welfare, Taipei Medical University, New Taipei City 23561, Taiwan, China; Division of Cardiology, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei City 11002, Taiwan, China
| | - Tzu-Hurng Cheng
- Department of Biochemistry, School of Medicine, College of Medicine, China Medical University, Taichung City 404328, Taiwan, China
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Xu W, Xu X, Zhang M, Sun C. Association between HDL cholesterol with diabetic retinopathy in diabetic patients: a cross-sectional retrospective study. BMC Endocr Disord 2024; 24:65. [PMID: 38730329 PMCID: PMC11084017 DOI: 10.1186/s12902-024-01599-0] [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: 01/21/2024] [Accepted: 05/07/2024] [Indexed: 05/12/2024] Open
Abstract
OBJECTIVE Diabetic patients are often comorbid with dyslipidemia, however, the relationship between high-density lipoprotein cholesterol(HDL-C) and diabetic retinopathy (DR) in the adult diabetic population remains to be fully elucidated.The aim of this study is to evaluate the associations between HDL-C and DR in the United States adults with diabetes. METHODS A total of 1708 participants from the National Health and Nutrition Examination Survey (NHANES) 2005-2008 were enrolled in the present study. Fundus images of all study subjects were captured and evaluated using a digital camera and an ophthalmic digital imaging system, and the diagnosis of DR was made by the severity scale of the Early Treatment Diabetic Retinopathy Study (ETDRS).Roche Diagnostics were used to measure serum HDL-C concentration. The relationship of DR with HDL-C was investigated using multivariable logistic regression. The potential non-line correlation was explored with smooth curve fitting approach. RESULTS The fully-adjusted model showed that HDL-C positively correlated with DR(OR:1.69, 95%CI: 1.25-2.31).However, an inverted U-shaped association between them was observed by applying the smooth curve fitted method. The inflection point of HDL-C(1.99mmol/l) was calculated by utilizing the two-piecewise logistic regression model. In the subgroup analysis, the inverted U-shaped nonlinear correlation between HDL-C and DR was also found in female, Non-Hispanic White, and lower age groups. CONCLUSION Our study revealed an inverted U-shaped positive relationship between HDL-C and DR.The findings may provide us with a more comprehensive understanding of the association between HDL-C and DR.
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Affiliation(s)
- Wuping Xu
- Department of Ophthalmology, The First People's Hospital of Jiangyin District, Wuxi, Jiangsu, 214400, People's Republic of China.
| | - Xuedong Xu
- Department of Ophthalmology, The First People's Hospital of Jiangyin District, Wuxi, Jiangsu, 214400, People's Republic of China
| | - Min Zhang
- Department of Ophthalmology, The First People's Hospital of Jiangyin District, Wuxi, Jiangsu, 214400, People's Republic of China
| | - Chiping Sun
- Department of Ophthalmology, The First People's Hospital of Jiangyin District, Wuxi, Jiangsu, 214400, People's Republic of China
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Xiong K, Gong X, Xie L, Wang L, Guo X, Li W, Zhong P, Liang X, Huang W, Wang W. Influence of Serum Uric Acid on Macular Choroidal Thickness and Ganglion Cell Inner Plexiform Layer Thickness. Transl Vis Sci Technol 2023; 12:13. [PMID: 37171795 PMCID: PMC10184778 DOI: 10.1167/tvst.12.5.13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/13/2023] Open
Abstract
Purpose The purpose of this study was to determine the influence of serum uric acid (UA) on macular choroidal and ganglion cell inner plexiform layer (GC-IPL) thickness. Methods This cross-sectional study enrolled adult individuals in communities in Guangzhou, China. All participants underwent a comprehensive ophthalmologic examination. They were divided into four groups according to UA quartiles. The choroidal and GC-IPL thickness was measured by swept-source optical coherence tomography (SS-OCT). Results A total of 719 subjects (1389 eyes) were included in the study. The average UA was 348.50 ± 86.16 mmol/L. The average choroidal and GC-IPL thickness decreased with UA quartiles (P < 0.001). Multivariate linear regression analyses showed that UA was negatively associated with average choroidal (β = -0.073, 95% confidence interval [CI] = -0.117 to -0.028, P = 0.001) and GC-IPL thickness (β = -0.006, 95% CI = -0.009 to -0.002, P = 0.001). After adjusting for confounding factors, the average choroidal thickness was decreased in quartile 4 as compared with quartile 1 by -14.737 µm (95% CI = -24.460 to -5.015, P = 0.003). The average GC-IPL thickness was decreased in quartile 4 versus quartile 1 by -1.028 (95% CI = -1.873 to -0.290, P = 0.007). Conclusions Higher UA levels were independently associated with macular choroid and GC-IPL thinning. These contribute to a better understanding of ocular pathological mechanisms. Translational Relevance The associated UA with choroidal and GC-IPL thickness helps to understand the ocular pathological and retinal neurodegenerative mechanism.
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Affiliation(s)
- Kun Xiong
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Xia Gong
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Liqiong Xie
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Lanhua Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Xiao Guo
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Wangting Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Pingting Zhong
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Xiaoling Liang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Wenyong Huang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Wei Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
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Yuanyuan Q, Yunhua H, Qingyun C, Min G, Lujie Z, Peng W, Lin F. The prevalence of hyperuricemia and its correlates in Zhuang nationality, Nanning, Guangxi Province. J Clin Lab Anal 2022; 36:e24711. [PMID: 36189790 DOI: 10.1002/jcla.24711] [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: 06/02/2022] [Revised: 09/03/2022] [Accepted: 09/06/2022] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Hyperuricemia has an increasing incidence in various regions year by year, in this study, we evaluated the prevalence of hyperuricemia in a routine physical examination in Nanning, Guangxi Province, and analyzed the influencing factors of hyperuricemia, aiming to provide evidence for the prevention and treatment of hyperuricemia and related diseases. METHODS Data were collected from 1957 patients who underwent physical examinations at the First Affiliated Hospital of Guangxi Medical University in China since 2017. Questionnaires were structured, including subjects' demographics, lifestyle, personal history, chronic disease history, medication history, etc. UA (uricase method), TC (cholesterol oxidase method), TG (glycerol phosphate oxidase method), HDL-C (direct method), LDL-C (direct method), BUN (rate method), creatinine (sarine oxidase method), and GLU (oxidase-peroxidase method) were detected. Independent risk factors for hyperuricemia were determined by bivariate non-conditional logistic regression analysis. RESULTS The overall prevalence of hyperuricemia was 16.6% (19.5% in males and 14.9% in females). Gender, waist circumference, BMI, the proportion of drinking, hypertension, high education, serum concentrations of TC, TG, LDL-C, BUN, and creatinine were significantly higher and the serum concentration of HDL-C was significantly lower in patients with and without hyperuricemia (all p < 0.05). Waist circumference, BMI, BUN, and creatinine were independent risk factors for hyperuricemia. CONCLUSION The prevalence of hyperuricemia is very high in Guangxi. Public health lectures should be conducted to encourage people to establish a healthy lifestyle and strengthen early intervention for hyperuricemia to reduce the risk of cardio-cerebrovascular and other related diseases.
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Affiliation(s)
- Qin Yuanyuan
- Department of Clinical Laboratory, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Huang Yunhua
- Department of Clinical Laboratory, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Chen Qingyun
- Health Management Department, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Gan Min
- Health Management Department, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Zhai Lujie
- Health Management Department, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Wang Peng
- Health Management Department, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Faquan Lin
- Department of Clinical Laboratory, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
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Kumar V, Agarwal S, Saboo B, Makkar B. RSSDI Guidelines for the management of hypertension in patients with diabetes mellitus. Int J Diabetes Dev Ctries 2022; 42:576-605. [PMID: 36536953 PMCID: PMC9750845 DOI: 10.1007/s13410-022-01143-7] [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: 05/20/2022] [Accepted: 11/01/2022] [Indexed: 12/23/2022] Open
Abstract
Hypertension and diabetes mellitus (DM) are two of the leading lifestyle diseases in the Indian and South Asian populations that often co-exist due to overlapping pathophysiological factors. Obesity, insulin resistance, inflammation, and oxidative stress are thought to be some common pathways. Up to 50% of hypertensive cases in India are diagnosed with type 2 diabetes mellitus (T2DM), which defines the need for a comprehensive guideline for managing hypertension in diabetic patients. These RSSDI guidelines have been formulated based on consultation with expert endocrinologists in India and Southeast Asia, acknowledging the needs of the Indian population. Ambulatory blood pressure monitoring and office and home-based blood pressure (BP) monitoring are recommended for the early analysis of risks. Cardiovascular risks, end-organ damage, and renal disorders are the primary complications associated with diabetic hypertension that needs to be managed with the help of non-pharmacological and pharmacological interventions. The non-pharmacological interventions include the nutrition education of the patient to reduce the intake of salt, sodium, and trans fats and increase the consumption of nuts, fresh fruits, vegetables, and potassium-rich foods. It is also recommended to initiate 50 to 60 min of exercise three to four times a week since physical activity has shown to be more beneficial for hypertension control in Indian patients than dietary modulation. For the pharmacological management of hypertension in patients with T2DM, angiotensin II receptor blockers (ARBs) are recommended as the first line of therapy, demonstrating their superiority over other antihypertensive agents such as ACEi. However, most of the global hypertension guidelines recommend initiation with combination therapy to achieve better BP control in most patients and to reduce the risk of adverse events. For combination therapy, calcium channel blockers (CCBs) are recommended to be administered along with ARBs instead of beta-blockers or diuretics to avoid the risk of cardiovascular events and hyperglycaemia. Among the CCBs, novel molecules (e.g. cilnidipine) are recommended in combination with ARBs for better cardiovascular and reno-protection in diabetic hypertensive patients.
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Affiliation(s)
- Vasanth Kumar
- Apollo Hospitals, Hyderabad, India
- President. RSSDI, Prune, India
| | - Sanjay Agarwal
- Aegle Clinic-Diabetes Care, Pune, India
- Department of Medicine and Diabetes, Ruby Hall Clinic, Pune, India
- Secretary-General, RSSDI, Pune, India
| | - Banshi Saboo
- Immediate Past-President, RSSDI, Pune, India
- Dia-Care Hormone Clinic, Ahmedabad, India
| | - Brij Makkar
- President-Elect, RSSDI, Prune, India
- Dr Makkar’s Diabetes & Obesity Centre, A-5B/122, Paschim Vihar, New Delhi, 110063 India
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Hsueh YJ, Chen YN, Tsao YT, Cheng CM, Wu WC, Chen HC. The Pathomechanism, Antioxidant Biomarkers, and Treatment of Oxidative Stress-Related Eye Diseases. Int J Mol Sci 2022; 23:ijms23031255. [PMID: 35163178 PMCID: PMC8835903 DOI: 10.3390/ijms23031255] [Citation(s) in RCA: 89] [Impact Index Per Article: 29.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 01/20/2022] [Accepted: 01/21/2022] [Indexed: 12/13/2022] Open
Abstract
Oxidative stress is an important pathomechanism found in numerous ocular degenerative diseases. To provide a better understanding of the mechanism and treatment of oxidant/antioxidant imbalance-induced ocular diseases, this article summarizes and provides updates on the relevant research. We review the oxidative damage (e.g., lipid peroxidation, DNA lesions, autophagy, and apoptosis) that occurs in different areas of the eye (e.g., cornea, anterior chamber, lens, retina, and optic nerve). We then introduce the antioxidant mechanisms present in the eye, as well as the ocular diseases that occur as a result of antioxidant imbalances (e.g., keratoconus, cataracts, age-related macular degeneration, and glaucoma), the relevant antioxidant biomarkers, and the potential of predictive diagnostics. Finally, we discuss natural antioxidant therapies for oxidative stress-related ocular diseases.
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Affiliation(s)
- Yi-Jen Hsueh
- Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou Branch, Taoyuan 33305, Taiwan; (Y.-J.H.); (Y.-N.C.); (Y.-T.T.); (W.-C.W.)
- Center for Tissue Engineering, Chang Gung Memorial Hospital, Linkou Branch, Taoyuan 33305, Taiwan
| | - Yen-Ning Chen
- Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou Branch, Taoyuan 33305, Taiwan; (Y.-J.H.); (Y.-N.C.); (Y.-T.T.); (W.-C.W.)
- Department of Medicine, Chang Gung University College of Medicine, Taoyuan 33305, Taiwan
| | - Yu-Ting Tsao
- Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou Branch, Taoyuan 33305, Taiwan; (Y.-J.H.); (Y.-N.C.); (Y.-T.T.); (W.-C.W.)
| | - Chao-Min Cheng
- Institute of Biomedical Engineering, National Tsing Hua University, Hsinchu 30012, Taiwan;
| | - Wei-Chi Wu
- Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou Branch, Taoyuan 33305, Taiwan; (Y.-J.H.); (Y.-N.C.); (Y.-T.T.); (W.-C.W.)
- Department of Medicine, Chang Gung University College of Medicine, Taoyuan 33305, Taiwan
| | - Hung-Chi Chen
- Department of Ophthalmology, Chang Gung Memorial Hospital, Linkou Branch, Taoyuan 33305, Taiwan; (Y.-J.H.); (Y.-N.C.); (Y.-T.T.); (W.-C.W.)
- Center for Tissue Engineering, Chang Gung Memorial Hospital, Linkou Branch, Taoyuan 33305, Taiwan
- Department of Medicine, Chang Gung University College of Medicine, Taoyuan 33305, Taiwan
- Correspondence: ; Tel.: +886-3-328-1200 (ext. 7855); Fax: +886-3-328-7798
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Yang K, Li C, Shi K, Zhu X, Xiao Y, Su B, Ju Y, Lu F, Qu J, Cui L, Li M. Association of Serum Uric Acid With Retinal Capillary Plexus. Front Endocrinol (Lausanne) 2022; 13:855430. [PMID: 35498412 PMCID: PMC9039338 DOI: 10.3389/fendo.2022.855430] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Accepted: 03/15/2022] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND To determine the association between serum uric acid (SUA) and the retinal capillary plexus (RCP) using optical coherence tomography angiography (OCTA). METHODS This cross-sectional study evaluated data from August 2019 to January 2020 from participants recruited from the Jidong community (Tangshan, Hebei, China). All participants completed detailed anthropometrical measurements, laboratory tests and comprehensive ophthalmic examinations. We assessed the vessel density in RCP using OCTA. We used multivariable analysis to evaluate the sex-specific association between SUA and RCP after adjusting for confounders. RESULTS A total of 2730 participants were included in this study. The mean age of the participants was 44.0 ± 11.6 years, and 1463 (53.6%) were women. The multivariable βs and 95% confidence intervals (CIs) of superficial RCP vessel density in the second through fourth SUA quartiles compared with the lowest SUA quartiles were -0.27 (-0.56 - 0.03), -0.30 (-0.60 - 0.01), and -0.46 (-0.78 - -0.14) (P for trend = 0.007) in men. CONCLUSIONS Higher SUA levels were significantly associated with lower RCP vessel density in men. Our findings provide evidence for the detrimental effect of high SUA levels on the retinal microvasculature and imply the importance of modulating SUA to prevent the microvascular alternation especially for men.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Jia Qu
- *Correspondence: Ming Li, ; Lele Cui, ; Jia Qu,
| | - Lele Cui
- *Correspondence: Ming Li, ; Lele Cui, ; Jia Qu,
| | - Ming Li
- *Correspondence: Ming Li, ; Lele Cui, ; Jia Qu,
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Diabetic Retinopathy Environment-Wide Association Study (EWAS) in NHANES 2005-2008. J Clin Med 2020; 9:jcm9113643. [PMID: 33198349 PMCID: PMC7696981 DOI: 10.3390/jcm9113643] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 11/03/2020] [Accepted: 11/09/2020] [Indexed: 12/20/2022] Open
Abstract
Several circulating biomarkers are reported to be associated with diabetic retinopathy (DR). However, their relative contributions to DR compared to known risk factors, such as hyperglycaemia, hypertension, and hyperlipidaemia, remain unclear. In this data driven study, we used novel models to evaluate the associations of over 400 laboratory parameters with DR compared to the established risk factors. Methods: we performed an environment-wide association study (EWAS) of laboratory parameters available in National Health and Nutrition Examination Survey (NHANES) 2007–2008 in individuals with diabetes with DR as the outcome (test set). We employed independent variable (feature) selection approaches, including parallelised univariate regression modelling, Principal Component Analysis (PCA), penalised regression, and RandomForest™. These models were replicated in NHANES 2005–2006 (replication set). Our test and replication sets consisted of 1025 and 637 individuals with available DR status and laboratory data respectively. Glycohemoglobin (HbA1c) was the strongest risk factor for DR. Our PCA-based approach produced a model that incorporated 18 principal components (PCs) that had an Area under the Curve (AUC) 0.796 (95% CI 0.761–0.832), while penalised regression identified a 9-feature model with 78.51% accuracy and AUC 0.74 (95% CI 0.72–0.77). RandomForest™ identified a 31-feature model with 78.4% accuracy and AUC 0.71 (95% CI 0.65–0.77). On grouping the selected variables in our RandomForest™, hyperglycaemia alone achieved AUC 0.72 (95% CI 0.68–0.76). The AUC increased to 0.84 (95% CI 0.78–0.9) when the model also included hypertension, hypercholesterolemia, haematocrit, renal, and liver function tests.
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Meng Y, Li J, Chen X, She H, Zhao L, Peng Y, Zhang J, Shang K, Li H, Yang W, Zhang Y, Gu X, Li J, Qin X, Wang B, Xu X, Hou F, Tang G, Liao R, Yang L, Huo Y. Association Between Folic Acid Supplementation and Retinal Atherosclerosis in Chinese Adults With Hypertension Complicated by Diabetes Mellitus. Front Pharmacol 2018; 9:1159. [PMID: 30425639 PMCID: PMC6218923 DOI: 10.3389/fphar.2018.01159] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Accepted: 09/24/2018] [Indexed: 12/04/2022] Open
Abstract
Background: This cross-section investigation included 2,199 participants with hypertension complicated by diabetes mellitus, a cohort of the China Stroke Primary Prevention Trial in which 20,702 patients with essential hypertension were given enalapril with folic acid or enalapril-only double-blind treatment for 5 years. This study aimed to explore the correlation between folic acid supplementation and retinal atherosclerosis (RA) in adults with hypertension complicated by diabetes mellitus. Methods: The diagnosis of RA was determined by non-mydriatic fundus photography and classified by the Keith-Wagener-Barker system. The statistical correlation of folic acid supplementation with RA prevalence and severity was assessed. Results: Of our cohort, 1,698 (77.6%) participants were diagnosed with RA, and the prevalence in males and females was 78.0 and 75.6%, respectively. Participants in the enalapril group had higher total homocysteine (tHcy) levels than those in enalapril–folic acid group. Compared with the enalapril group in the tHcy > 15 μmol/L group of females, the odds ratio for the enalapril–folic acid group was 0.28 (95% confidence interval, 0.11–0.67, P = 0.0061). Conclusions: The prevalence of RA was high (77.6%) in our cohort of adults with hypertension complicated by diabetes mellitus. Folic acid supplementation was significantly associated with reduced risk of RA in females with hyperhomocysteinemia. No significant association were seen in males.
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Affiliation(s)
- Ying Meng
- Key Laboratory of Vision Loss and Restoration, Ministry of Education, Ophthalmology, Peking University First Hospital, Beijing, China.,Peking University International Hospital, Beijing, China.,Peking University First Hospital, Beijing, China
| | - Jun Li
- Key Laboratory of Vision Loss and Restoration, Ministry of Education, Ophthalmology, Peking University First Hospital, Beijing, China.,Peking University First Hospital, Beijing, China
| | - Xuling Chen
- Key Laboratory of Vision Loss and Restoration, Ministry of Education, Ophthalmology, Peking University First Hospital, Beijing, China.,Peking University First Hospital, Beijing, China
| | - Haicheng She
- Beijing Ophthalmology and Visual Science Key Laboratory, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Liang Zhao
- Key Laboratory of Vision Loss and Restoration, Ministry of Education, Ophthalmology, Peking University First Hospital, Beijing, China.,Peking University First Hospital, Beijing, China
| | - Yuan Peng
- Key Laboratory of Vision Loss and Restoration, Ministry of Education, Ophthalmology, Peking University First Hospital, Beijing, China.,Peking University First Hospital, Beijing, China
| | - Jing Zhang
- Key Laboratory of Vision Loss and Restoration, Ministry of Education, Ophthalmology, Peking University First Hospital, Beijing, China.,Peking University First Hospital, Beijing, China
| | - Kun Shang
- Key Laboratory of Vision Loss and Restoration, Ministry of Education, Ophthalmology, Peking University First Hospital, Beijing, China.,Peking University First Hospital, Beijing, China
| | - Haibo Li
- Institute of Biomedicine, Anhui Medical University, Hefei, China
| | - Wenbin Yang
- Institute of Biomedicine, Anhui Medical University, Hefei, China
| | - Yadi Zhang
- Key Laboratory of Vision Loss and Restoration, Ministry of Education, Ophthalmology, Peking University First Hospital, Beijing, China.,Peking University First Hospital, Beijing, China
| | - Xiaopeng Gu
- Key Laboratory of Vision Loss and Restoration, Ministry of Education, Ophthalmology, Peking University First Hospital, Beijing, China.,Peking University First Hospital, Beijing, China
| | - Jianping Li
- Peking University First Hospital, Beijing, China
| | - Xianhui Qin
- Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Binyan Wang
- Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Xiping Xu
- Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Fanfan Hou
- Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Genfu Tang
- Institute of Biomedicine, Anhui Medical University, Hefei, China
| | - Rongfeng Liao
- Institute of Biomedicine, Anhui Medical University, Hefei, China.,First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Liu Yang
- Key Laboratory of Vision Loss and Restoration, Ministry of Education, Ophthalmology, Peking University First Hospital, Beijing, China.,Peking University First Hospital, Beijing, China
| | - Yong Huo
- Peking University First Hospital, Beijing, China
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