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Hefley BS, Ali AA, Bhattacharya P, Hjortdal J, Walker MK, Karamichos D. Systemic and Ocular Associations of Keratoconus. EXPERT REVIEW OF OPHTHALMOLOGY 2024; 19:379-391. [PMID: 39494085 PMCID: PMC11526800 DOI: 10.1080/17469899.2024.2368801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 06/12/2024] [Indexed: 11/05/2024]
Abstract
Introduction Keratoconus (KC) is the most prevalent corneal ectasia in the world and its pathogenesis is influenced by both ocular and systemic factors. This review explores the multifaceted associations between keratoconus and systemic health conditions, ocular characteristics, and various other environmental/exogenous factors, aiming to illuminate how these relationships influence the pathophysiology of the disease. Areas Covered This review will summarize the fundamental attributes of KC, review and discuss the systemic and ocular association of KC including molecular biomarkers, and provide an organized overview of the parallel alterations occurring within various biological pathways in KC. Expert Opinion Despite the substantial volume of research on keratoconus, the precise etiology of the disease remains elusive. Further studies are necessary to deepen our understanding of this intricate disorder and improve its management.
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Affiliation(s)
- Brenna S. Hefley
- North Texas EAye Research Institute, University of North Texas Health Science Center, Fort Worth, TX, 76107, USA
- Department of Pharmaceutical Sciences, College of Pharmacy, University of North Texas Health Science Center, Fort Worth, TX, 76107, USA
| | - Arsalan A. Ali
- Anne Burnett Marion School of Medicine, Texas Christian University, Fort Worth, TX, 76107, USA
| | - Pradipta Bhattacharya
- Department of Clinical Sciences, College of Optometry, University of Houston, TX, 77204, USA
- The Ocular Surface Institute, University of Houston College of Optometry, Houston, TX, 77204, USA
| | - Jesper Hjortdal
- Department of Ophthalmology, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Maria K. Walker
- Department of Clinical Sciences, College of Optometry, University of Houston, TX, 77204, USA
- The Ocular Surface Institute, University of Houston College of Optometry, Houston, TX, 77204, USA
| | - Dimitrios Karamichos
- North Texas EAye Research Institute, University of North Texas Health Science Center, Fort Worth, TX, 76107, USA
- Department of Pharmaceutical Sciences, College of Pharmacy, University of North Texas Health Science Center, Fort Worth, TX, 76107, USA
- Department of Pharmacology and Neuroscience, University of North Texas Health Science Center, Fort Worth, TX, 76107, USA
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Acar Eser N, Dikmetas O, Kocabeyoglu S, Tan C, Irkec M. Evaluation of Keratoconus Disease with Tear Cytokine and Chemokine Levels Before and After Corneal Cross-Linking Treatment. Ocul Immunol Inflamm 2024; 32:269-275. [PMID: 36745704 DOI: 10.1080/09273948.2023.2165950] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 12/06/2022] [Accepted: 01/03/2023] [Indexed: 02/08/2023]
Abstract
OBJECTIVES To compare tear cytokine and chemokine levels of keratoconus (KC) patients with controls to perceive etiology distinctly and to clarify the molecular changes after cross-linking (CXL). METHODS Tear samples were gathered from 34 participants in this prospective study. Participants underwent anterior and posterior segment examinations with slit-lamp biomicroscopy. Patients were assessed by corneal topography before and 3 months after CXL. Flat (K1), steep (K2), and average keratometry (Kmean), cylinder (CYL), and central corneal thickness (CCT) values were evaluated. After 3 months from CXL, samples were re-collected, and comparisons were made with preoperative values. RESULTS Levels of IFN-gamma, IL-8, IL-12, IL-17, TNF-α, IL-4 and IL-13 were detected higher in KC patients (p= 0.008, p= 0.047, p= 0.001, p= 0.001, p= 0.001, p= 0.001, p= 0.027, respectively). After CXL IL-4, IL-5, IL-6, IL-7, IL-8, TNF-α levels showed significant decrease (p= 0.005, p= 0.045, p= 0.010, p= 0.022, p= 0.001, p=0.002, respectively). As for the topographic measurements, postoperative CCT values were increased whereas Kmean reduced after CXL (p < 0.001, p = 0.015, respectively). (p= 0.001, p= 0.027, respectively). CONCLUSION Our findings imply that inflammation plays a key role in the development of KC and that this link is influenced by CXL therapy.
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Affiliation(s)
- Nazan Acar Eser
- Department of Ophthalmology, Ulucanlar Eye Training and Research Hospital, University of Health Science, Ankara, Turkey
| | - Ozlem Dikmetas
- Department of Ophthalmology, Hacettepe University School of Medicine, Ankara, Turkey
| | - Sibel Kocabeyoglu
- Department of Ophthalmology, Hacettepe University School of Medicine, Ankara, Turkey
| | - Cagman Tan
- Department of Pediatrics Immunology, Hacettepe University School of Medicine, Ankara, Turkey
| | - Murat Irkec
- Department of Ophthalmology, Hacettepe University School of Medicine, Ankara, Turkey
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Cheng J, Yang L, Ye Y, He L, Chen S, Wang J. Mendelian Randomisation Analysis of Causal Association between Lifestyle, Health Factors, and Keratoconus. Bioengineering (Basel) 2024; 11:221. [PMID: 38534495 DOI: 10.3390/bioengineering11030221] [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: 01/31/2024] [Revised: 02/22/2024] [Accepted: 02/23/2024] [Indexed: 03/28/2024] Open
Abstract
Keratoconus (KC), a leading cause of vision impairment, has an unclear aetiology. This study used Mendelian randomization (MR) to explore the causal links between various factors (smoking, asthma, Down syndrome, inflammatory bowel disease, atopic dermatitis, and serum 25-hydroxyvitamin D levels) and KC. A two-sample MR design, grounded in genome-wide association study (GWAS) summary statistics, was adopted using data from FinnGen, UK Biobank, and other GWAS-related articles. The inverse-variance weighted (IVW) method was employed, complemented by the Wald ratio method for factors with only one single-nucleotide polymorphism (SNP). Sensitivity and stability were assessed through Cochrane's Q test, the MR-Egger intercept test, MR-PRESSO outlier test, and the leave-one-out analysis. The IVW results for the ORA (Ocular Response Analyzer) biomechanical parameters indicated significant associations between tobacco smoking (CH: p < 0.001; CRF: p = 0.009) and inflammatory bowel disease (CH: p = 0.032; CRF: p = 0.001) and corneal biomechanics. The Wald ratio method showed tobacco smoking was associated with a lower risk of KC (p = 0.024). Conversely, asthma (p = 0.009), atopic dermatitis (p = 0.012), inflammatory bowel disease (p = 0.017), and serum 25-hydroxyvitamin D levels (p = 0.039) were associated with a higher risk of KC by IVW, and the same applied to Down syndrome (p = 0.004) using the Wald ratio. These results underscore the role of corneal biomechanics as potential mediators in KC risk, warranting further investigation using Corvis ST and Brillouin microscopy. The findings emphasise the importance of timely screening for specific populations in KC prevention and management.
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Affiliation(s)
- Jiaxuan Cheng
- National Engineering Research Center of Ophthalmology and Optometry, Eye Hospital, Wenzhou Medical University, Wenzhou 325027, China
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou 325027, China
- NMPA Key Laboratory for Clinical Research and Evaluation of Medical Devices and Drug for Ophthalmic Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou 325027, China
| | - Lanting Yang
- National Engineering Research Center of Ophthalmology and Optometry, Eye Hospital, Wenzhou Medical University, Wenzhou 325027, China
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou 325027, China
- NMPA Key Laboratory for Clinical Research and Evaluation of Medical Devices and Drug for Ophthalmic Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou 325027, China
| | - Yishan Ye
- National Engineering Research Center of Ophthalmology and Optometry, Eye Hospital, Wenzhou Medical University, Wenzhou 325027, China
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou 325027, China
- NMPA Key Laboratory for Clinical Research and Evaluation of Medical Devices and Drug for Ophthalmic Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou 325027, China
| | - Lvfu He
- Department of Ophthalmology, Sichuan Mental Health Center, Mianyang 621054, China
| | - Shihao Chen
- National Engineering Research Center of Ophthalmology and Optometry, Eye Hospital, Wenzhou Medical University, Wenzhou 325027, China
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou 325027, China
- NMPA Key Laboratory for Clinical Research and Evaluation of Medical Devices and Drug for Ophthalmic Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou 325027, China
| | - Junjie Wang
- National Engineering Research Center of Ophthalmology and Optometry, Eye Hospital, Wenzhou Medical University, Wenzhou 325027, China
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou 325027, China
- NMPA Key Laboratory for Clinical Research and Evaluation of Medical Devices and Drug for Ophthalmic Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou 325027, China
- Department of Ophthalmology, Sichuan Mental Health Center, Mianyang 621054, China
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Yu H, Wu J, Li K, Huang Y, Wu T, Wang L, Huang Y. Integrated analysis of murine cornea identifies JAK/STAT signaling pathway upregulated specifically in female Vitamin A Deficient mice. Exp Eye Res 2023; 237:109714. [PMID: 37931772 DOI: 10.1016/j.exer.2023.109714] [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: 09/15/2023] [Revised: 10/17/2023] [Accepted: 11/02/2023] [Indexed: 11/08/2023]
Abstract
The Keratoconus (KC) is a corneal ectatic disease with unclear etiology. There are increasing studies that reported its association with a variety of inflammatory mechanisms. Vitamin A(VA) is an important nutrient related to inflammation regulation, and its deficiency may cause abnormalities of the ocular surface. However, the proportion of Vitamin A deficiency(VAD) was found surprisingly high among KC patients in our clinic practice. The aim of this study is to explore the effects of VAD on the transcriptome of corneas with the help of the VAD murine model and transcriptomics techniques. Blood samples of KC patients and non-KC controls (NC) were collected and the serum VA concentrations were measured and analyzed. A total of 52 NC and 39 KC were enrolled and the comparison of serum VA showed that the proportion of VAD in KC patients was 48.7% versus 1.9% in NC group. The further analysis of gender differences showed the proportion of VAD in female KC was 88.9% versus 36.7% in KC male patients. To explore the influence of VAD on cornea, the VAD mice fed with VAD diets were used. The RNA sequencing was employed to compare the corneal transcriptomic characteristics between the VAD female mice, NC female mice, VAD male mice and NC male mice. The transcriptome analysis revealed that the upregulated differential genes were mainly enriched in the immune response related pathways in VAD female mice versus NC female mice, especially the genes of JAK-STAT signaling pathway. The downstream molecules of JAK-STAT pathway were also significant after corneal mechanical scratching in female VAD mice. While, the differential genes between VAD male mice and NC male mice were estrogen signaling pathway instead of JAK-STAT pathway. This study indicates that VAD affects the transcriptomics of murine cornea with gender differences, which specifically affects the inflammatory status of the female murine cornea.
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Affiliation(s)
- Hanrui Yu
- Medical School of Chinese PLA, Beijing, China
| | - Jie Wu
- Department of Ophthalmology, the Third Medical Center, Chinese PLA General Hospital, Beijing, China; Department of Ophthalmology, Hainan Hospital of Chinese PLA General Hospital, Sanya, Hainan Province, China
| | - Kaixiu Li
- Medical School of Chinese PLA, Beijing, China
| | - Yulei Huang
- Medical School of Chinese PLA, Beijing, China
| | - Tengyun Wu
- Medical School of Chinese PLA, Beijing, China; Department of Ophthalmology, the Third Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Liqiang Wang
- Department of Ophthalmology, the Third Medical Center, Chinese PLA General Hospital, Beijing, China; The PLA Medical College, Department of Nephrology, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing, China.
| | - Yifei Huang
- Department of Ophthalmology, the Third Medical Center, Chinese PLA General Hospital, Beijing, China.
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Seyyar SA, Tıskaoğlu NS, Onder Tokuc E, Mercanlı M, Doğan L. Is serum vitamin D associated with diabetic retinopathy and its severity or with diabetes itself ? Clin Exp Optom 2023; 106:612-618. [PMID: 35786311 DOI: 10.1080/08164622.2022.2090232] [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: 01/14/2022] [Revised: 05/16/2022] [Accepted: 06/09/2022] [Indexed: 10/17/2022] Open
Abstract
CLINICAL RELEVANCE Vitamin D (VitD) deficiency, which is found in approximately one-third of the population of the world, may play a role in the pathogenesis of diabetic retinopathy. Physicians following diabetes patients should be aware of this relationship and should refer patients to for ophthalmic care for control in a timely manner. BACKGROUND Diabetic retinopathy is one of the most common complications of diabetic microvascular disease. VitD deficiency has been implicated in the pathogenesis and progression of diabetes and may have a role in development and severity of diabetic retinopathy. The aim of this study was to examine the relationship of serum VitD and some laboratory parameters with the presence of diabetes and retinopathy. METHODS In this study, which has a retrospective epidemiological study design, comprehensive ophthalmologic examination data from the eye clinic, laboratory data from fasting blood tests, and internal medicine outpatient clinic examination data were reviewed. All participants were divided into four groups: 109 healthy controls, and 165 patients with type 2 diabetes of whom 54 did not have retinopathy, 64 had proliferative diabetic retinopathy, and 47 had non-proliferative diabetic retinopathy. Participants were also divided into four groups according to their serum VitD levels. Serum 25(OH)D, HbA1C, creatine, calcium, phosphate, triglyceride, low-density lipoprotein, and high-density lipoprotein levels were evaluated. RESULTS In the whole study cohort, 152 (55.5%) were female and 122 (44.5%) were male. A statistically significant difference was observed in VitD between the healthy group and the diabetic and proliferative diabetic retinopathy groups (p ≤ 0.001). However, no significant correlation was observed between the presence of diabetes and retinopathy and serum VitD in logistic regression analyses (p > 0.05). CONCLUSION Diabetic patients have lower 25(OH)D than non-diabetic patients and there is no direct relationship between 25(OH)D and the development of diabetic retinopathy.
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Affiliation(s)
- Sevim Ayça Seyyar
- Kocaeli Derince Education and Research Hospital Ophthalmology Department, Kocaeli, Turkey
| | - Nesime Setge Tıskaoğlu
- Ersin Arslan Education and Research Hospital Ophthalmology Department, Gaziantep, Turkey
| | - Ecem Onder Tokuc
- Kocaeli Derince Education and Research Hospital Ophthalmology Department, Kocaeli, Turkey
| | - Murat Mercanlı
- Gaziantep University Hospital Ophthalmology Department, Gaziantep, Turkey
| | - Levent Doğan
- Ophthalmology Department, Tatvan State Hospital, Bitlis, Turkey
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Pinheiro-Costa J, Lima Fontes M, Luís C, Martins S, Soares R, Madeira D, Falcão-Reis F, Carneiro Â. Serum inflammatory biomarkers are associated with increased choroidal thickness in keratoconus. Sci Rep 2023; 13:10862. [PMID: 37407658 PMCID: PMC10322974 DOI: 10.1038/s41598-023-37472-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Accepted: 06/22/2023] [Indexed: 07/07/2023] Open
Abstract
Inflammation may play a significant role in Keratoconus (KC), but the relationship between inflammatory markers and choroidal thickness (CT) is unknown. The purpose of this study was to evaluate serum inflammatory markers and correlate them with the choroidal profile of KC patients and control subjects. Forty patients with KC and 26 age-matched control subjects were enrolled in a cross-sectional case-control study. Choroidal profile was studied with a Spectralis Heidelberg apparatus and venous blood samples were collected. Neutrophil/lymphocyte ratio (NLR), monocyte/HDL ratio (MHR), platelet/lymphocyte ratio (PLR) and systemic immune inflammation index (SII) were calculated. Serum inflammatory biomarkers IL-1, IL-6 and TNF-alfa were also analyzed. KC group presented thicker choroids in each evaluated point when compared to the control group (subfoveal CT 417.38 ± 79.79 vs 299.61 ± 76.13, p < 0.001 for all measured locations). Mean values of NLR, PLR and SII were significantly higher in patients with KC (NLR p = 0.001; PLR p = 0.042; SII p = 0.007). Although KC patients presented higher mean levels of MHR, IL-1, IL-6 and TNF-α than control group, no significant differences were achieved. Positive correlations were found between subfoveal CT and NLR and SII (0.408, p = 0.001 and 0.288, p = 0.019 respectively). The results presented are in favor of a relationship between the increased CT and inflammatory mechanisms in KC patients. The elevated serum inflammatory indices NLR, SII and PLR provide additional evidence of a role for systemic inflammation in the pathophysiology of KC.
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Affiliation(s)
- João Pinheiro-Costa
- Department of Ophthalmology, Centro Hospitalar Universitário São João, Porto, Portugal.
- Department of Biomedicine, Faculty of Medicine, University of Porto, Alameda Prof. Hernâni Monteiro, 4200-319, Porto, Portugal.
| | - Mário Lima Fontes
- Department of Ophthalmology, Centro Hospitalar Universitário São João, Porto, Portugal
- Department of Biomedicine, Faculty of Medicine, University of Porto, Alameda Prof. Hernâni Monteiro, 4200-319, Porto, Portugal
| | - Carla Luís
- Department of Biomedicine, Faculty of Medicine, University of Porto, Alameda Prof. Hernâni Monteiro, 4200-319, Porto, Portugal
- i3S - Institute of Research and Innovation in Health, University of Porto, Porto, Portugal
| | - Sandra Martins
- Department of Clinical Pathology, Centro Hospitalar Universitário São João, Porto, Portugal
- EPIUnit - Institute of Public Health, University of Porto, Porto, Portugal
| | - Raquel Soares
- Department of Biomedicine, Faculty of Medicine, University of Porto, Alameda Prof. Hernâni Monteiro, 4200-319, Porto, Portugal
- i3S - Institute of Research and Innovation in Health, University of Porto, Porto, Portugal
| | - Dulce Madeira
- Department of Biomedicine, Faculty of Medicine, University of Porto, Alameda Prof. Hernâni Monteiro, 4200-319, Porto, Portugal
- CINTESIS - Center for Health Technology and Services Research, Porto, Portugal
| | - Fernando Falcão-Reis
- Department of Ophthalmology, Centro Hospitalar Universitário São João, Porto, Portugal
- Department of Surgery and Physiology, Faculty of Medicine, University of Porto, Porto, Portugal
| | - Ângela Carneiro
- Department of Ophthalmology, Centro Hospitalar Universitário São João, Porto, Portugal
- Department of Surgery and Physiology, Faculty of Medicine, University of Porto, Porto, Portugal
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Awad EA, Torky MA, Bassiouny RM, Khattab AM, Elzehery RR, Elhelaly RM. Thyroid gland dysfunction and vitamin D receptor gene polymorphism in keratoconus. Eye (Lond) 2023; 37:1602-1607. [PMID: 35915233 PMCID: PMC10220045 DOI: 10.1038/s41433-022-02172-6] [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: 12/18/2021] [Revised: 06/16/2022] [Accepted: 06/30/2022] [Indexed: 11/09/2022] Open
Abstract
OBJECTIVES To detect the serum level of thyroid hormones, vitamin D and vitamin D receptors (VDR) polymorphism in keratoconus (KC) patients and to identify the association between vitamin D deficiency and thyroid dysfunction in KC. METHODS This cross sectional study included 177 KC patients with no thyroid disorders compared to 85 healthy controls with normal corneal tomography. Measurements of thyroid stimulating hormone (TSH), free triiodothyronine (FT3), free tetraiodothyronine (FT4) and serum 25-OH vitamin D were done using Enzyme linked immusoassay (ELISA test). VDR polymorphisms were tested including [Taq I (rs731236), Apa I (rs7975232) and Bsm I (rs1544410)] using polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP). RESULTS An increase in frequency of thyroid disorders (P = 0.04), decrease in serum 25(OH) vitamin D level (P < 0.001), Taq 1 and tt genotype (P < 0.001) were significantly distributed in KC patients. A significantly higher serum 25(OH) vitamin D level was reported in TT genotype, while insufficient level was more common in Tt genotype (P < 0.001). A deficient serum 25(OH) vitamin D level was predominant in tt genotype (P < 0.001). A 95% confidence interval was in TSH (1.603, 2.946), FT4 (24.145, 77.06), hypothyroidism (1.062, 67.63), insufficient (2.936, 11.643) and deficient vitamin D (5.283, 28.704) and all were significant risk factors for KC with (P < 0.05). CONCLUSIONS Both thyroid disorders and low vitamin D are potential factors for KC development. Studying VDR at the molecular level provides interesting avenues for future research toward the identification of new KC cases.
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Affiliation(s)
- Eman A Awad
- Department of Ophthalmology, Mansoura Ophthalmic Center, Faculty of Medicine, Mansoura University, Mansoura, Egypt.
| | - Magda A Torky
- Department of Ophthalmology, Mansoura Ophthalmic Center, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Rania M Bassiouny
- Department of Ophthalmology, Mansoura Ophthalmic Center, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Abeer M Khattab
- Department of Ophthalmology, Mansoura Ophthalmic Center, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Rasha R Elzehery
- Department of Clinical Pathology, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Rania M Elhelaly
- Department of Clinical Pathology, Faculty of Medicine, Mansoura University, Mansoura, Egypt
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Kundu G, Shetty N, Shetty R, Khamar P, D'Souza S, Meda TR, Nuijts RMMA, Narasimhan R, Roy AS. Artificial intelligence-based stratification of demographic, ocular surface high-risk factors in progression of keratoconus. Indian J Ophthalmol 2023; 71:1882-1888. [PMID: 37203049 PMCID: PMC10391495 DOI: 10.4103/ijo.ijo_2651_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/20/2023] Open
Abstract
Purpose The purpose of this study was to identify and analyze the clinical and ocular surface risk factors influencing the progression of keratoconus (KC) using an artificial intelligence (AI) model. Methods This was a prospective analysis in which 450 KC patients were included. We used the random forest (RF) classifier model from our previous study (which evaluated longitudinal changes in tomographic parameters to predict "progression" and "no progression") to classify these patients. Clinical and ocular surface risk factors were determined through a questionnaire, which included presence of eye rubbing, duration of indoor activity, usage of lubricants and immunomodulator topical medications, duration of computer use, hormonal disturbances, use of hand sanitizers, immunoglobulin E (IgE), and vitamins D and B12 from blood investigations. An AI model was then built to assess whether these risk factors were linked to the future progression versus no progression of KC. The area under the curve (AUC) and other metrics were evaluated. Results The tomographic AI model classified 322 eyes as progression and 128 eyes as no progression. Also, 76% of the cases that were classified as progression (from tomographic changes) were correctly predicted as progression and 67% of cases that were classified as no progression were predicted as no progression based on clinical risk factors at the first visit. IgE had the highest information gain, followed by presence of systemic allergies, vitamin D, and eye rubbing. The clinical risk factors AI model achieved an AUC of 0.812. Conclusion This study demonstrated the importance of using AI for risk stratification and profiling of patients based on clinical risk factors, which could impact the progression in KC eyes and help manage them better.
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Affiliation(s)
- Gairik Kundu
- Department of Cornea and Refractive Surgery, Narayana Nethralaya, Bengaluru, Karnataka, India
| | - Naren Shetty
- Department of Cataract and Refractive Surgery, Narayana Nethralaya, Bengaluru, Karnataka, India
| | - Rohit Shetty
- Department of Cornea and Refractive Surgery, Narayana Nethralaya, Bengaluru, Karnataka, India
| | - Pooja Khamar
- Department of Cataract and Refractive Surgery, Narayana Nethralaya, Bengaluru, Karnataka, India
| | - Sharon D'Souza
- Department of Cornea and Refractive Surgery, Narayana Nethralaya, Bengaluru, Karnataka, India
| | - Tulasi R Meda
- Department of Cataract and Refractive Surgery, Narayana Nethralaya, Bengaluru, Karnataka, India
| | - Rudy M M A Nuijts
- Department of Ophthalmology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Raghav Narasimhan
- Imaging, Biomechanics and Mathematical Modeling Solutions, Narayana Nethralaya Foundation, Bengaluru, Karnataka, India
| | - Abhijit Sinha Roy
- Imaging, Biomechanics and Mathematical Modeling Solutions, Narayana Nethralaya Foundation, Bengaluru, Karnataka, India
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Musa M, Zeppieri M, Atuanya GN, Enaholo ES, Topah EK, Ojo OM, Salati C. Nutritional Factors: Benefits in Glaucoma and Ophthalmologic Pathologies. Life (Basel) 2023; 13:1120. [PMID: 37240765 PMCID: PMC10222847 DOI: 10.3390/life13051120] [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: 03/07/2023] [Revised: 04/17/2023] [Accepted: 04/26/2023] [Indexed: 05/19/2023] Open
Abstract
Glaucoma is a chronic optic neuropathy that can lead to irreversible functional and morphological damage if left untreated. The gold standard therapeutic approaches in managing patients with glaucoma and limiting progression include local drops, laser, and/or surgery, which are all geared at reducing intraocular pressure (IOP). Nutrients, antioxidants, vitamins, organic compounds, and micronutrients have been gaining increasing interest in the past decade as integrative IOP-independent strategies to delay or halt glaucomatous retinal ganglion cell degeneration. In our minireview, we examine the various nutrients and compounds proposed in the current literature for the management of ophthalmology diseases, especially for glaucoma. With respect to each substance considered, this minireview reports the molecular and biological characteristics, neuroprotective activities, antioxidant properties, beneficial mechanisms, and clinical studies published in the past decade in the field of general medicine. This study highlights the potential benefits of these substances in glaucoma and other ophthalmologic pathologies. Nutritional supplementation can thus be useful as integrative IOP-independent strategies in the management of glaucoma and in other ophthalmologic pathologies. Large multicenter clinical trials based on functional and morphologic data collected over long follow-up periods in patients with IOP-independent treatments can pave the way for alternative and/or coadjutant therapeutic options in the management of glaucoma and other ocular pathologies.
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Affiliation(s)
- Mutali Musa
- Department of Optometry, University of Benin, Benin City 300238, Edo State, Nigeria
| | - Marco Zeppieri
- Department of Ophthalmology, University Hospital of Udine, 33100 Udine, Italy
| | | | | | - Efioshiomoshi Kings Topah
- Department of Optometry, Faculty of Allied Health Sciences, College of Health Sciences Bayero University, Kano 700006, Kano State, Nigeria
| | - Oluwasola Michael Ojo
- School of Optometry and Vision Sciences, College of Health Sciences, University of Ilorin, Ilorin 240003, Kwara State, Nigeria
| | - Carlo Salati
- Department of Ophthalmology, University Hospital of Udine, 33100 Udine, Italy
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Chen X, Liu C, Cui Z, Huang Y, Luo Q, Chen S, Wang X, Hou X, Gong Q, Li Y, Qiu J, Zhang Y, Chen P, Yang Y, Zhuang J, Yu K. Integrative transcriptomics analysis and experimental validation reveal immunomodulatory patterns in keratoconus. Exp Eye Res 2023; 230:109460. [PMID: 37001853 DOI: 10.1016/j.exer.2023.109460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 02/10/2023] [Accepted: 03/25/2023] [Indexed: 03/31/2023]
Abstract
Keratoconus is a progressive disorder of the cornea and is typically considered a noninflammatory disease. However, increasing evidence indicates that immune disorders play an essential role in keratoconus progression, but the immune-related etiology remains elusive. Here, we comprehensively utilized bioinformatics approaches and experimental methods to explore the potential immunoregulatory mechanism of keratoconus progression. Transcriptomics data containing two keratoconus patient groups was derived from the public dataset GSE151631. The intersection of genes and known immunological genes was used to obtain differentially expressed immune-related genes. We utilized various protein clustering algorithms to screen out and validated the hub immune-related genes, and further explored their potential biological functions via gene annotation and pathway enrichment analyses. Moreover, the underlying immune landscape and drug targets were predicted by immune cell infiltration analysis and drug-gene interaction analysis. Furthermore, keratoconus-related immunoregulatory competitive endogenous RNA networks were constructed and experimentally validated. After filtering and experimental validation, nine keratoconus-associated immune-related genes were credible. Infiltrated monocytes might play an essential role in the progression of keratoconus. Moreover, eleven intersecting drugs targeting four genes, CCR2, CCR5, F2RL1, and ADORA1, were considered as potential druggable molecular targets for keratoconus. Furthermore, in the competitive endogenous RNA network, we identified several lncRNAs and miRNAs as critical noncoding RNAs regulating the hub genes. Overall, our data indicated that the immunomodulatory patterns had undergone changes in the pathogenesis of keratoconus, which might facilitate the understanding of keratoconus-related immune processes and provide novel insights into developing new immunotherapies for keratoconus.
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Seyyar SA, Tokuc EO. Evaluation of 25-Hydroxyvitamin D levels in patients with dermatochalasis. Int Ophthalmol 2022; 43:749-756. [PMID: 36036327 DOI: 10.1007/s10792-022-02474-4] [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: 04/20/2022] [Accepted: 08/20/2022] [Indexed: 11/30/2022]
Abstract
PURPOSE To compare serum 25-hydroxyvitamin D (25(OH)D) levels of patients with dermatochalasis who underwent upper lid blepharoplasty and healthy controls. METHODS This retrospective comparative study included dermatochalasis patients who underwent upper lid blepharoplasty and age-and sex-matched controls from January 2019 to January 2021. The data, including comprehensive ophthalmological examination, internal medicine outpatient examination, and laboratory results of the dermatochalasis patients and healthy controls, were collected from the electronic patient records. Serum 25(OH)D, creatinine, calcium (Ca), phosphate (P), triglyceride (TG), low-density lipoprotein (LDL), and high-density lipoprotein (HDL) levels were evaluated and compared between the dermatochalasis patients and healthy controls. RESULT Of our participants, consisting of 46 patients with dermatochalasis and 52 healthy controls, 54 (55.10%) were female and 44 (44.90%) were male. A statistically significant difference was observed in vitamin D levels between the healthy and dermatochalasis groups (p ≤ 0.001). The percentage of individuals with vitamin D deficiency (< 20 ng/mL) was significantly higher in the dermatochalasis group (p = 0.001). In addition, the percentage of individuals with severe vitamin D deficiency (< 10 ng/mL) was again significantly higher in the dermatochalasis group (p = 0.001). The risk of dermatochalasis incidence was found to increase in cases of low vitamin D (OR = 1.210; p = 0.017). CONCLUSION Low serum 25(OH)D levels may play a role in the etiopathogenesis of dermatochalasis. Future research should include longitudinal studies and prospective clinical studies to investigate the mechanism responsible for the low vitamin D observed in dermatochalasis patients.
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Affiliation(s)
- Sevim Ayça Seyyar
- Kocaeli Derince Education and Research Hospital Ophthalmology Department , Lojman Sk İbni Sina, 41900, Derince, , Kocaeli, Turkey.
| | - Ecem Onder Tokuc
- Kocaeli Derince Education and Research Hospital Ophthalmology Department , Lojman Sk İbni Sina, 41900, Derince, , Kocaeli, Turkey
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12
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Gupta PC, Pathak M, Thakur B, Fogla R, Agarwal A, Ram J. Association of keratoconus with serum levels of 25-hydroxyvitamin D and antioxidant trace elements: A systematic review and meta-analysis. Indian J Ophthalmol 2022; 70:2818-2824. [PMID: 35918921 DOI: 10.4103/ijo.ijo_3216_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
The aim of this systematic review and meta-analysis was to summarize and compare the available evidence on the level of vitamin D and antioxidant trace elements between the keratoconus (KC) patients and healthy controls. Seven case-control studies with 830 subjects were found eligible with a systematic search using PubMed, SCOPUS, Web of Science, and EMBASE till November 21, 2021. Data were synthesized with a DerSimonian and Laird random-effects method of meta-analysis. The mean serum vitamin D level was significantly lower in the patients with KC [standardized mean difference (SMD): -0.71; P < 0.001] as compared with the control group. The mean serum vitamin D level decreased more in the progressive patients (SMD: -0.80; P = 0.016) than in the stable patients (SMD: -0.66; P < 0.001) when compared with the control group. The mean serum zinc level was found significantly lower in the patients with KC compared with the control group (SMD: -1.98; P = 0.005). Pooled analysis based on the two studies showed significantly lower mean selenium levels in the KC patients (SMD: -0.34; P = 0.003). Regular evaluation of serum vitamin D, zinc, and selenium levels among the patients with KC at disease onset and future follow-ups could be promising in predicting the progressive disease and disease severity.
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Affiliation(s)
- Parul C Gupta
- Department of Ophthalmology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Mona Pathak
- Department of Population and Data Sciences, UT Southwestern Medical Center, Dallas, USA
| | - Bhaskar Thakur
- Department of Population and Data Sciences, UT Southwestern Medical Center, Dallas; Department of Family and Community Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Rajesh Fogla
- Cornea Clinic, Apollo Hospitals, Jubilee Hills, Hyderabad, Telangana, India
| | | | - Jagat Ram
- Department of Ophthalmology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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Vitamin D, the Vitamin D Receptor, Calcitriol Analogues and Their Link with Ocular Diseases. Nutrients 2022; 14:nu14112353. [PMID: 35684153 PMCID: PMC9183042 DOI: 10.3390/nu14112353] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 06/03/2022] [Accepted: 06/03/2022] [Indexed: 11/21/2022] Open
Abstract
The global prevalence of eye diseases continues to grow, bringing with it a reduction in the activity levels and quality of life of patients, and partial or complete blindness if left untreated. As such, there is considerable interest in identifying more effective therapeutic options and preventive agents. One such agent is vitamin D, known to have a range of anti-cancer, anti-angiogenic, anti-inflammatory and anti-oxidative properties, and whose deficiency is linked to the pathogenesis of a range of cardiovascular, cancer, and inflammatory diseases. This review presents the current stage of knowledge concerning the link between vitamin D and its receptor and the occurrence of eye disease, as well as the influence of analogues of calcitriol, an active metabolite of vitamin D. Generally, patients affected by various ocular disorders have vitamin D deficiency. In addition, previous findings suggest that vitamin D modulates the course of eye diseases and may serve as a marker, and that its supplementation could mitigate some disorders. However, as these studies have some limitations, we recommend further randomized trials to clarify the link between vitamin D and its activity with eye disease.
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Chan HN, Zhang XJ, Ling XT, Bui CHT, Wang YM, Ip P, Chu WK, Chen LJ, Tham CC, Yam JC, Pang CP. Vitamin D and Ocular Diseases: A Systematic Review. Int J Mol Sci 2022; 23:ijms23084226. [PMID: 35457041 PMCID: PMC9032397 DOI: 10.3390/ijms23084226] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 04/01/2022] [Accepted: 04/06/2022] [Indexed: 02/04/2023] Open
Abstract
The contributory roles of vitamin D in ocular and visual health have long been discussed, with numerous studies pointing to the adverse effects of vitamin D deficiency. In this paper, we provide a systematic review of recent findings on the association between vitamin D and different ocular diseases, including myopia, age-related macular degeneration (AMD), glaucoma, diabetic retinopathy (DR), dry eye syndrome (DES), thyroid eye disease (TED), uveitis, retinoblastoma (RB), cataract, and others, from epidemiological, clinical and basic studies, and briefly discuss vitamin D metabolism in the eye. We searched two research databases for articles examining the association between vitamin D deficiency and different ocular diseases. One hundred and sixty-two studies were found. There is evidence on the association between vitamin D and myopia, AMD, DR, and DES. Overall, 17 out of 27 studies reported an association between vitamin D and AMD, while 48 out of 54 studies reported that vitamin D was associated with DR, and 25 out of 27 studies reported an association between vitamin D and DES. However, the available evidence for the association with other ocular diseases, such as glaucoma, TED, and RB, remains limited.
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Affiliation(s)
- Hei-Nga Chan
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China; (H.-N.C.); (X.-J.Z.); (X.-T.L.); (C.H.-T.B.); (Y.-M.W.); (W.-K.C.); (L.-J.C.); (C.C.T.)
| | - Xiu-Juan Zhang
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China; (H.-N.C.); (X.-J.Z.); (X.-T.L.); (C.H.-T.B.); (Y.-M.W.); (W.-K.C.); (L.-J.C.); (C.C.T.)
| | - Xiang-Tian Ling
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China; (H.-N.C.); (X.-J.Z.); (X.-T.L.); (C.H.-T.B.); (Y.-M.W.); (W.-K.C.); (L.-J.C.); (C.C.T.)
| | - Christine Huyen-Trang Bui
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China; (H.-N.C.); (X.-J.Z.); (X.-T.L.); (C.H.-T.B.); (Y.-M.W.); (W.-K.C.); (L.-J.C.); (C.C.T.)
| | - Yu-Meng Wang
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China; (H.-N.C.); (X.-J.Z.); (X.-T.L.); (C.H.-T.B.); (Y.-M.W.); (W.-K.C.); (L.-J.C.); (C.C.T.)
| | - Patrick Ip
- Department of Paediatrics and Adolescent Medicine, University of Hong Kong, Hong Kong, China;
| | - Wai-Kit Chu
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China; (H.-N.C.); (X.-J.Z.); (X.-T.L.); (C.H.-T.B.); (Y.-M.W.); (W.-K.C.); (L.-J.C.); (C.C.T.)
- Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Hong Kong, China
| | - Li-Jia Chen
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China; (H.-N.C.); (X.-J.Z.); (X.-T.L.); (C.H.-T.B.); (Y.-M.W.); (W.-K.C.); (L.-J.C.); (C.C.T.)
- Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Hong Kong, China
- Department of Ophthalmology and Visual Sciences, Prince of Wales Hospital, Hong Kong, China
| | - Clement C. Tham
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China; (H.-N.C.); (X.-J.Z.); (X.-T.L.); (C.H.-T.B.); (Y.-M.W.); (W.-K.C.); (L.-J.C.); (C.C.T.)
- Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Hong Kong, China
- Department of Ophthalmology and Visual Sciences, Prince of Wales Hospital, Hong Kong, China
- Department of Ophthalmology, Hong Kong Children’s Hospital, Hong Kong, China
- Hong Kong Eye Hospital, Hong Kong, China
| | - Jason C. Yam
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China; (H.-N.C.); (X.-J.Z.); (X.-T.L.); (C.H.-T.B.); (Y.-M.W.); (W.-K.C.); (L.-J.C.); (C.C.T.)
- Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Hong Kong, China
- Department of Ophthalmology and Visual Sciences, Prince of Wales Hospital, Hong Kong, China
- Department of Ophthalmology, Hong Kong Children’s Hospital, Hong Kong, China
- Hong Kong Eye Hospital, Hong Kong, China
- Correspondence: (J.C.Y.); (C.-P.P.)
| | - Chi-Pui Pang
- Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Hong Kong, China; (H.-N.C.); (X.-J.Z.); (X.-T.L.); (C.H.-T.B.); (Y.-M.W.); (W.-K.C.); (L.-J.C.); (C.C.T.)
- Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Hong Kong, China
- Correspondence: (J.C.Y.); (C.-P.P.)
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Icel E, Ucak T, Ugurlu A, Erdol H. Changes in optical coherence tomography angiography in patients with vitamin D deficiency. Eur J Ophthalmol 2022; 32:3514-3521. [PMID: 35253469 DOI: 10.1177/11206721221086240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE 25-hydroxyvitamin D [25(OH)D] sufficiency has critical biological importance for the human body. Although there are several studies on the association between serum 25(OH)D levels and macular structure, the data in this regard are limited. This study mainly aimed to investigate macular microvascular structure using optical coherence tomography angiography (OCTA) in 25(OH)D deficiency. STUDY DESIGN Prospective, single-center, clinical study. METHODS The study included 82 eyes of 82 patients with 25(OH)D deficiency (Group I) and 50 eyes of 50 healthy subjects (Group II). All participants underwent OCTA examinations. The foveal avascular zone (FAZ) and superficial capillary plexus (SCP) and deep capillary plexus (DCP) vessel density (VD) measurements of the participants were statistically compared between the patients and healthy subjects. RESULTS The mean 25(OH)D levels measured from the venous blood samples of the participants were 7.61 ± 3.27 ng/mL in Group I and 25.39 ± 4.16 ng/mL in Group II, and the difference between these values was statistically significant (p < 0.0001). The FAZ measurement was significantly higher in Group I. The VDs of the SCP and DCP measurements were significantly higher in Group II. When the central macular thickness values of the participants were compared, Group II had a significantly higher value, but there was no significant difference in the central macular volume and retinal nerve fiber layer thickness analyses. CONCLUSION The results showed that the FAZ area was significantly higher and the VDs of SCP and DCP were significantly lower in the patients with 25(OH)D deficiency. We found that 25(OH)D deficiency affected macular microvascular architecture.
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Affiliation(s)
- Erel Icel
- Department of Ophthalmology, 162315Erzincan Binali Yıldırım University, Faculty of Medicine, Erzincan, Turkey
| | - Turgay Ucak
- Department of Ophthalmology, 64159Sisli Hamidiye Etfal Training and Research Hospital, Istanbul, Turkey
| | - Adem Ugurlu
- Department of Ophthalmology, 162315Erzincan Binali Yıldırım University, Faculty of Medicine, Erzincan, Turkey
| | - Hidayet Erdol
- 64255Karadeniz Technical University, Faculty of Medicine, Department of Ophthalmology, Trabzon, Turkey
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16
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Lasagni Vitar RM, Bonelli F, Rama P, Ferrari G. Nutritional and Metabolic Imbalance in Keratoconus. Nutrients 2022; 14:nu14040913. [PMID: 35215563 PMCID: PMC8876314 DOI: 10.3390/nu14040913] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Accepted: 02/18/2022] [Indexed: 12/31/2022] Open
Abstract
Keratoconus (KC) is a progressive corneal degeneration characterized by structural changes consisting of progressive thinning and steepening of the cornea. These alterations result in biomechanical weakening and, clinically, in vision loss. While the etiology of KC has been the object of study for over a century, no single agent has been found. Recent reviews suggest that KC is a multifactorial disease that is associated with a wide variety of genetic and environmental factors. While KC is typically considered a disease of the cornea, associations with systemic conditions have been well described over the years. In particular, nutritional and metabolic imbalance, such as the redox status, hormones, metabolites, and micronutrients (vitamins and metal ions), can deeply influence KC initiation and progression. In this paper, we comprehensively review the different nutritional (vitamins and minerals) and metabolic (hormones and metabolites) factors that are altered in KC, discussing their possible implication in the pathophysiology of the disease.
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Affiliation(s)
| | | | | | - Giulio Ferrari
- Correspondence: ; Tel.: +39-02-26436186; Fax: +39-02-26436164
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17
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López-López M, Regueiro U, Bravo SB, Chantada-Vázquez MDP, Varela-Fernández R, Ávila-Gómez P, Hervella P, Lema I. Tear Proteomics in Keratoconus: A Quantitative SWATH-MS Analysis. Invest Ophthalmol Vis Sci 2021; 62:30. [PMID: 34431975 PMCID: PMC8399462 DOI: 10.1167/iovs.62.10.30] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Purpose To elucidate dysregulated proteins in keratoconus (KC) to provide a better understanding of the molecular mechanisms that lead to the development of the disease using sequential window acquisition of all theoretical mass spectra (SWATH-MS) as a protein quantification tool of the tear proteomic profile. Methods Prospective cross-sectional study that includes 25 keratoconic eyes and 25 healthy eyes. All participants underwent a clinical, tomographic, and aberrometric exam. Tear sample was collected using Schirmer strips and analyzed by liquid chromatography with tandem mass spectrometry. SWATH-MS was used as a quantification tool of the tear proteomic profile. The expression of the quantified proteins was compared between groups, and the biological and molecular functions of the dysregulated proteins as well as their functional relationships were studied by in silico analysis. Results A total of 203 proteins were quantified in tear samples of patients with KC and control participants, of which 18 showed differential expression between groups (P < 0.05). An increase in the expression of 7 proteins and a decrease in the expression of 11 proteins were observed. Protein–protein interactions and gene ontology analysis showed the involvement of these dysregulated proteins in structural, inflammatory-immune, iron homeostasis, oxidative stress, and extracellular matrix proteolysis processes. Conclusions Tear protein quantification has revealed the dysregulation of proteins involved in biological processes previously associated with KC. Among them, iron homeostasis should be highlighted as a relevant pathway in the KC pathophysiology, and it should be taken into account in the development of therapeutic targets to cope with tissue damage derived from iron accumulation and toxicity.
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Affiliation(s)
- Maite López-López
- Department of Surgery and Medical-Surgical Specialties. Faculty of Optics and Optometry, Universidade de Santiago de Compostela, Santiago de Compostela, Spain.,Clinical Neurosciences Research Laboratory, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Uxía Regueiro
- Department of Surgery and Medical-Surgical Specialties. Faculty of Optics and Optometry, Universidade de Santiago de Compostela, Santiago de Compostela, Spain.,Clinical Neurosciences Research Laboratory, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Susana B Bravo
- Proteomic Unit, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | | | - Rubén Varela-Fernández
- Clinical Neurosciences Research Laboratory, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain.,Department of Pharmacology, Pharmacy and Pharmaceutical Technology. Universidade de Santiago de Compostela (USC), Campus Vida, Santiago de Compostela, Spain
| | - Paulo Ávila-Gómez
- Clinical Neurosciences Research Laboratory, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Pablo Hervella
- Clinical Neurosciences Research Laboratory, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | - Isabel Lema
- Department of Surgery and Medical-Surgical Specialties. Faculty of Optics and Optometry, Universidade de Santiago de Compostela, Santiago de Compostela, Spain.,Clinical Neurosciences Research Laboratory, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain.,Instituto Galego de Oftalmoloxía (INGO), Hospital Provincial de Conxo, Santiago de Compostela, Spain
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Pillar S, Amer R. The association between vitamin D and uveitis: A comprehensive review. Surv Ophthalmol 2021; 67:321-330. [PMID: 34343538 DOI: 10.1016/j.survophthal.2021.07.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 07/26/2021] [Accepted: 07/27/2021] [Indexed: 12/15/2022]
Abstract
Vitamin D plays an important role in both the innate and adaptive immune systems. We review published data on the relationship between uveitis and vitamin D levels or vitamin D-associated gene polymorphisms. A search of the PubMed and Medline databases was conducted to identify relevant articles concerning vitamin D and uveitis. Sixteen studies were included in this review, and the evidence they present, linking low vitamin D levels with uveitis, is compelling. The uveitic entities shown to be modulated by hypovitaminosis D include, but are not limited to, HLA-B27-associated acute anterior uveitis, Vogt-Koyanagi-Harada (VKH) disease, sarcoidosis-associated uveitis, and juvenile idiopathic arthritis-associated uveitis. Specific polymorphisms of vitamin D family genes were found to correlate with uveitis in ankylosing spondylitis, Behçet's disease, VKH, and HLA B27-positive patients. Further understanding of the role of vitamin D, a known regulator of inflammatory processes, in noninfectious uveitis may advance capabilities in the fields of disease prevention and treatment.
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Affiliation(s)
- Shani Pillar
- Department of Ophthalmology, Hadassah Medical Organization, Hebrew University of Jerusalem, Israel.
| | - Radgonde Amer
- Department of Ophthalmology, Hadassah Medical Organization, Hebrew University of Jerusalem, Israel
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19
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Asoudeh F, Jayedi A, Kavian Z, Ebrahimi-Mousavi S, Nielsen SM, Mohammadi H. A systematic review and meta-analysis of observational studies on the association between animal protein sources and risk of rheumatoid arthritis. Clin Nutr 2021; 40:4644-4652. [PMID: 34237693 DOI: 10.1016/j.clnu.2021.05.026] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 05/21/2021] [Accepted: 05/28/2021] [Indexed: 02/06/2023]
Abstract
OBJECTIVE The aim of this study was to investigate the linear and nonlinear dose-response associations of animal-based dietary protein intake and risk of developing rheumatoid arthritis (RA). METHODS A systematic search of MEDLINE, Scopus and Embase was conducted up to October 2020. Observational studies that report risk estimates of RA for animal-based protein consumption were included. We calculated pooled relative risks (RRs) by using a random-effects model. Linear and non-linear dose-response analyses were performed to examine the dose-response relations between animal-based protein consumption and RA. RESULTS Seven cohort studies (n = 457,554) with 3545 incident cases and six case-control studies with 3994 cases and 5252 controls were identified. Highest compared with the lowest category of fish consumption was inversely associated with risk of RA (RR: 0.89; 95% CI, 0.80 to 0.99; I2 = 0%, n = 10). Also, a 100 g/day increment in fish intake was associated with a 15% decreased risk of RA. Dose-response analysis showed a modest U-shaped association between fish consumption and incidence of RA, with the lowest risk at a fish intake of 20-30 g/day (Pnon-linearity = 0.04). We found no significant association between consumption of red meat, poultry or dairy and the risk of RA. CONCLUSION The present study revealed a significant reverse association between fish consumption and risk of RA. While we observed no association between red meat, dairy or poultry consumption and risk of RA. Further well-designed prospective studies are needed to support our findings.
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Affiliation(s)
- Farzaneh Asoudeh
- Department of Clinical Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Ahmad Jayedi
- Food Safety Research Center (salt), Semnan University of Medical Sciences, Semnan, Iran
| | - Zahra Kavian
- Department of Nutrition, School of Medicine, Zahedan University of Medical Sciences, Zahedan, Iran
| | - Sara Ebrahimi-Mousavi
- Department of Clinical Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Sabrina Mai Nielsen
- Musculoskeletal Statistics Unit, The Parker Institute, Bispebjerg and Frederiksberg Hospital, University of Copenhagen, Copenhagen, Denmark; Research Unit of Rheumatology, Department of Clinical Research, University of Southern Denmark, Odense University Hospital, Odense, Denmark
| | - Hamed Mohammadi
- Department of Clinical Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran.
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Shetty R, D'Souza S, Khamar P, Ghosh A, Nuijts RMMA, Sethu S. Biochemical Markers and Alterations in Keratoconus. Asia Pac J Ophthalmol (Phila) 2020; 9:533-540. [PMID: 33323707 DOI: 10.1097/apo.0000000000000332] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Keratoconus (KC) is a corneal ectatic condition characterized by focal structural changes, resulting in progressive thinning, biomechanical weakening, and steeping of the cornea that can lead to worsening visual acuity due to irregular astigmatism and corneal scarring in more advanced cases. It is a relatively common ectatic disease of the cornea predominantly affecting the younger population. Despite its worldwide prevalence, its incidence is rather varied with a higher incidence among the Middle Eastern and South Asian population. Dysregulated corneal extracellular matrix remodeling underlies KC pathogenesis. However, a lack of absolute clarity regarding the factors that initiate and drive progression poses a significant challenge in its prevention and management. KC is a complex multifactorial disease as it is associated with a wide variety of etiological factors such as environmental stimuli/insults, oxidative stress, genetic predisposition, comorbidities, and eye rubbing. A series of studies using corneal tissues (epithelium, stroma), cultured corneal fibroblasts/keratocytes, tear fluid, aqueous humor, and blood from KC subjects has reported significant alterations in various biochemical factors such as extracellular matrix components, cellular homeostasis regulators, inflammatory factors, hormones, metabolic products, and chemical elements. It has become apparent that alterations in the biochemical mediators (related to various etiologies) could contribute to KC pathogenesis by altering the dynamics of extracellular matrix remodeling events such as collagen deposition, degradation, and cross-linking in the cornea. Determining key disease contributing biochemical mediators would aid in disease monitoring, prediction or abatement of disease progression, and development of targeted therapeutics to improve disease prognosis.
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Affiliation(s)
- Rohit Shetty
- Department of Cornea and Refractive Surgery, Narayana Nethralaya, Bangalore, India
| | - Sharon D'Souza
- Department of Cornea and Refractive Surgery, Narayana Nethralaya, Bangalore, India
| | - Pooja Khamar
- Department of Cornea and Refractive Surgery, Narayana Nethralaya, Bangalore, India
| | - Arkasubhra Ghosh
- GROW Research Lab, Narayana Nethralaya Foundation, Bangalore, India
| | - Rudy M M A Nuijts
- University Eye Clinic Maastricht, Maastricht University Medical Center, Maastricht, the Netherlands
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Cunningham ET, Sobrin L, Hall AJ, Zierhut M. Vitamin D and Ocular Inflammation. Ocul Immunol Inflamm 2020; 28:337-340. [PMID: 32255412 DOI: 10.1080/09273948.2020.1734421] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- Emmett T Cunningham
- Department of Ophthalmology, California Pacific Medical Center, San Francisco, California, USA.,The Department of Ophthalmology, Stanford University School of Medicine, Stanford, California, USA.,The Francis I. Proctor Foundation, UCSF School of Medicine, San Francisco, California, USA
| | - Lucia Sobrin
- Massachusetts Eye and Ear Infirmary, Harvard Medical School, Boston, Massachusetts, USA
| | - Anthony J Hall
- Department of Surgery, Monash Medical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Australia.,Department of Ophthalmology, The Alfred Hospital, Melbourne, Australia
| | - Manfred Zierhut
- Centre for Ophthalmology, University Tuebingen, Tuebingen, Germany
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Zarei-Ghanavati S, Yahaghi B, Hassanzadeh S, Mobarhan MG, Hakimi HR, Eghbali P. Serum 25-Hydroxyvitamin D, Selenium, Zinc and Copper in Patients with Keratoconus. J Curr Ophthalmol 2020; 32:26-31. [PMID: 32510010 PMCID: PMC7265275 DOI: 10.1016/j.joco.2019.06.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2019] [Revised: 05/31/2019] [Accepted: 06/26/2019] [Indexed: 01/17/2023] Open
Abstract
PURPOSE To assess the possible association between keratoconus (KC) and serum levels of 25-hydroxyvitamin D (25OHD), Selenium (Se), Zinc (Zn), and Copper (Cu) and to compare it with age-matched healthy subjects. METHODS One hundred patients with KC and 100 normal subjects were included. The two groups were compared for serum 25OHD and serum levels of three trace elements: Se, Zn, and Cu. These factors were also compared between groups with different KC stages. RESULTS Serum levels of vitamin D, Zn, Cu, and Se were significantly different between the KC and normal groups (P = 0.006, P = 0.015, P = 0.004, and P = 0.038, respectively). Although a lower level of 25OHD was found in severe stages of KC, it was not significantly different among different KC groups (P = 0.441). KC stage groups were not significantly different for mean serum Zn, Cu, and Se (P = 0.130, P = 0.98, P = 0.113, respectively). Although the Cu/Zn ratio was higher in cases than in controls, there was no significant difference between the two groups and between KC stages (P = 0.168, P = 0.143, respectively). CONCLUSION Lower serum 25OHD, Cu, Zn, and Se were found in the KC group compared to the control group. The results of this study suggest that a lower antioxidative activity may be involved in the possible etiology of KC.
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Affiliation(s)
- Siamak Zarei-Ghanavati
- Department of Ophthalmology, Eye Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Bahareh Yahaghi
- Department of Ophthalmology, Eye Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Samira Hassanzadeh
- Department of Optometry, School of Paramedical Sciences, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Majid Ghayour Mobarhan
- Department of Nutrition, Metabolic Syndrome Research Center, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Hamid Reza Hakimi
- Department of Ophthalmology, Eye Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Pardis Eghbali
- Department of Nutrition, Metabolic Syndrome Research Center, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
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Increased Choroidal Thickness in Keratoconus Patients: Perspectives in the Disease Pathophysiology. J Ophthalmol 2019; 2019:2453931. [PMID: 31871781 PMCID: PMC6913161 DOI: 10.1155/2019/2453931] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Accepted: 09/19/2019] [Indexed: 12/27/2022] Open
Abstract
Purpose To analyze and compare choroidal thickness between keratoconus (KC) patients and age-matched non-KC subjects. Methods A cross-sectional, case-control study. One hundred and thirty-four keratoconic eyes and 78 control eyes, from individuals aged from 12 to 30 years old, were studied. Patients with KC followed in Corneal Department of Centro Hospitalar São João, Porto, Portugal, were identified and consecutively included between December 2017 and February 2018. A spectral-domain optical coherence tomography (OCT) using depth enhanced imaging was performed, and choroidal thickness in the center of the fovea and at 500 μm intervals along a horizontal section was measured and compared. Results The statistical analysis showed that keratoconic eyes present a thicker choroid in every measured location (p < 0.05). Mean subfoveal choroidal thickness (SFCT) values obtained were 375.86 ± 89.29 and 322.91 ± 85.14 in keratoconus and control groups, respectively (p < 0.001). In a multivariate analysis, SFCT was significantly associated with spherical equivalent (p=0.004) and the presence of keratoconus (p < 0.001), but not with age (p=0.167), gender (p=0.579), or best-corrected visual acuity (p=0.178). In a "fixed model," keratoconus patients were found to have a 67.55 μm (95% CI 36.61-98.49) thicker subfoveal choroid compared to controls. Conclusion Keratoconus patients seem to have a thicker choroid than healthy individuals. The exact pathophysiological mechanism resulting in a thicker choroid in KC patients is not known, but it could possibly be associated with inflammatory choroidal mechanisms.
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