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1.
Retina ; 44(6): 1026-1033, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38767850

ABSTRACT

PURPOSE: To evaluate Retinol-Binding Protein 3 (RBP3) from photoreceptors in aqueous and its association with vitreous concentrations, diabetic retinopathy (DR) severity, retinal layer thickness, and clinical characteristics in people with diabetes. METHODS: RBP3 concentration was measured by custom-developed enzyme-linked immunosorbent assay in aqueous and correlated with vitreous concentrations in patients from the 50-Year Medalist study and Beetham Eye Institute at Joslin Diabetes Center. RESULTS: Aqueous RBP3 concentration (N = 131) was elevated in eyes with no to mild DR (mean ± SD 0.7 nM ± 0.2) and decreased in eyes with moderate to severe DR (0.65 nM ± 0.3) and proliferative DR (0.5 nM ± 0.2, P < 0.001) compared to eyes without diabetes. Aqueous and vitreous RBP3 concentrations correlated with each other (r = 0.34, P = 0.001) and between fellow eyes (P < 0.0001). History of retinal surgery did not affect aqueous RBP3 concentrations, but cataract surgery affected both vitreous and aqueous levels. Elevated aqueous RBP3 concentration associated with increased thickness of the outer nuclear layer (P = 0.004) and correlated with hemoglobin A1c, whereas vitreous RBP3 concentrations correlated with diabetic systemic complications. CONCLUSION: These findings suggest that aqueous RBP3 concentration may be an important endogenous clinical retinal protective factor, a biomarker for DR severity, and a promising VEGF-independent clinical intervention target in DR.


Subject(s)
Aqueous Humor , Biomarkers , Diabetic Retinopathy , Enzyme-Linked Immunosorbent Assay , Vitreous Body , Humans , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/metabolism , Vitreous Body/metabolism , Vitreous Body/pathology , Male , Aqueous Humor/metabolism , Female , Middle Aged , Biomarkers/metabolism , Aged , Severity of Illness Index , Tomography, Optical Coherence/methods , Retina/metabolism , Retina/pathology , Retinol-Binding Proteins/metabolism
2.
Transl Vis Sci Technol ; 13(5): 15, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38767904

ABSTRACT

Purpose: To highlight the utility of en face swept-source optical coherence tomography angiography (SS-OCTA) in assessing vitreoretinal interface cells (VRICs) of patients with active uveitis and their dynamics. Methods: In this prospective, single-center study, 20 eyes from patients with active uveitis were analyzed using six 6 × 6-mm macular scans at three time points: active inflammation (baseline), clinically improving (T1), and resolved inflammation (T2). VRICs were visualized using 3-µm en face OCT slabs on the inner limiting membrane. The variation of VRIC number, density, and size over time was assessed, and VRIC measurements were compared with clinical grading. Results: At baseline, the VRIC count was significantly higher (552.5 VRICs) than that of the healthy controls (478.2 VRICs), with a density of 15.3 cells/mm2. VRIC number decreased significantly to 394.8 (P = 0.007) at T1, with a density of 10.9 cells/mm2 (P = 0.007). VRIC size reduced from 6.8 µm to 6.3 µm at T1 (P = 0.009) and remained stable at T2 (P = 0.3). Correlation coefficients between inflammatory parameters (anterior chamber cells and National Eye Institute vitreous haze), and VRIC count indicated a positive correlation at baseline (r = 0.53), weakening at T1 (r = 0.36), and becoming negative at T2 (r = -0.24). Conclusions: En face SS-OCTA revealed increased VRIC number and size in active uveitis, likely due to monocyte recruitment. Post-inflammation control, VRIC number, size, and density significantly decreased, returning to normal despite residual anterior chamber cells or vitreous haze. Translational Relevance: Visualization of VRICs by in vivo OCT opens up new opportunities for therapeutic targets.


Subject(s)
Tomography, Optical Coherence , Uveitis , Vitreous Body , Humans , Male , Prospective Studies , Female , Uveitis/drug therapy , Uveitis/pathology , Middle Aged , Adult , Vitreous Body/pathology , Vitreous Body/diagnostic imaging , Fluorescein Angiography/methods , Aged , Retina/pathology , Retina/diagnostic imaging , Young Adult , Cell Count , Anti-Inflammatory Agents/therapeutic use , Anti-Inflammatory Agents/pharmacology , Anti-Inflammatory Agents/administration & dosage
3.
JAMA Ophthalmol ; 142(5): e235766, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38770957

ABSTRACT

This case report describes a woman aged 43 years with Stickler syndrome and bilateral vitreopapillary traction who presented with shadows and ghosting of vision in both eyes.


Subject(s)
Retinal Detachment , Humans , Male , Retinal Detachment/diagnosis , Retinal Detachment/surgery , Collagen Type IV/genetics , Vitreous Body/pathology , Vitreous Body/diagnostic imaging , Vitrectomy , Female , Eye Diseases/diagnosis , Vitreous Detachment/diagnosis
5.
Vestn Oftalmol ; 140(2. Vyp. 2): 94-101, 2024.
Article in Russian | MEDLINE | ID: mdl-38739137

ABSTRACT

This case report presents the diagnostic features of isolated primary intraocular lymphoma, which was initially misdiagnosed as neovascular age-related macular degeneration. A comprehensive examination using ultrasound, optical coherence tomography, and fundus autofluorescence revealed changes characteristic of vitreoretinal lymphoma. Molecular genetic analysis of the vitreous body showed the presence of a MYD88 gene mutation and B-cell clonality by immunoglobulin heavy chain (IGH) gene rearrangement tests, which confirmed the diagnosis.


Subject(s)
Retinal Neoplasms , Tomography, Optical Coherence , Vitreous Body , Humans , Vitreous Body/pathology , Vitreous Body/diagnostic imaging , Retinal Neoplasms/diagnosis , Tomography, Optical Coherence/methods , Diagnosis, Differential , Intraocular Lymphoma/diagnosis , Male , Myeloid Differentiation Factor 88/genetics , Fluorescein Angiography/methods , Aged , Eye Neoplasms/diagnosis
6.
Turk J Med Sci ; 54(1): 42-51, 2024.
Article in English | MEDLINE | ID: mdl-38812651

ABSTRACT

Background/aim: This study investigated serum, vitreous, and anterior chamber fluid electrolyte changes, corneal thickness (CT), corneal volume (CV), anterior chamber volume (ACV), and anterior chamber depth (ACD) as an auxiliary diagnostic method in the identification of drowning in fresh or salt water. Materials and methods: The study used 35 healthy, adult, male, white New Zealand rabbits, seperated into five groups (control, saltwater drowning (SWD), saltwater immersion (SWI), freshwater drowning (FWD), freshwater immersion (FWI)). CT, CV, ACV, and ACD measurements were made with Pentacam topography at 0, 2, and 4 h in all groups. Magnesium (mg), sodium (Na), and chlorine (Cl) were measured in the blood at 0 and 2 h, and in blood, vitreous fluid, and humor aqueous at 4 h. Results: It was determined that CT, CV, ACV, and ACD are not of great value in drowning diagnosis and are affected by the fresh or salt water rather than drowning. Vitreous Na, Cl, and Mg levels are ineffective in determining drowning after one h. Anterior chamber fluid may provide valuable information in the differentiation freshwater - saltwater drownings at the 4th h in corpses retrieved from water. Conclusion: Anterior chamber fluid Na and Cl levels, especially in corpses removed from salt water, can be an easily used test that can help diagnose drowning.


Subject(s)
Drowning , Fresh Water , Vitreous Body , Animals , Rabbits , Drowning/blood , Drowning/diagnosis , Male , Vitreous Body/pathology , Vitreous Body/metabolism , Anterior Chamber/pathology , Anterior Chamber/diagnostic imaging , Sodium/blood , Magnesium/blood , Magnesium/analysis , Chlorine/blood , Cornea/pathology , Seawater , Aqueous Humor , Immersion
7.
BMC Ophthalmol ; 24(1): 216, 2024 May 21.
Article in English | MEDLINE | ID: mdl-38773513

ABSTRACT

BACKGROUND: Primary vitreous cyst is a clinical variant delineated by the existence of a vesicle within the vitreous cavity from birth. This particular disease tends to be uncommon, and the underlying mechanisms contributing to its pathogenesis remain obscure. CASE PRESENTATION: A 37-year-old male patient manifested blurry vision and floaters in his right eye, a symptomology first noticed three months prior. Upon slit-lamp examination, a pigmented, round, 1 papilla diameter-sized mass was discerned floating in the vitreous. A meticulous examination of the floaters was conducted using an array of multimodal imaging techniques. Other potential conditions, including cysticercosis, toxoplasmosis, and tumors, were conclusively excluded through comprehensive diagnostic tests such as blood examinations, liver ultrasound, and cranial magnetic resonance imaging (MRI), resulting in the diagnosis of a primary vitreous cyst. The patient did not report any other discomforts and did not receive any subsequent interventions or treatments. CONCLUSION: We furnish an exhaustive case report of a patient diagnosed with a primary vitreous cyst. The incorporation of multimodal images in the characterization of the disease anticipates facilitating an enriched comprehension by medical practitioners.


Subject(s)
Cysts , Eye Diseases , Multimodal Imaging , Vitreous Body , Humans , Male , Adult , Cysts/diagnostic imaging , Cysts/diagnosis , Vitreous Body/diagnostic imaging , Vitreous Body/pathology , Eye Diseases/diagnosis , Eye Diseases/diagnostic imaging , Eye Diseases/parasitology , Magnetic Resonance Imaging , Tomography, Optical Coherence/methods
8.
Int Ophthalmol ; 44(1): 218, 2024 May 07.
Article in English | MEDLINE | ID: mdl-38713290

ABSTRACT

PURPOSE: To evaluate the levels of anxiety and depression in patients with symptomatic vitreous floaters and to determine the possible correlations of psychological implications with the symptoms duration and possible improvement, the degree of posterior vitreous detachment, and the discomfort severity. METHODS: Ninety patients complaining for floaters and fifty-seven age- and gender-matched healthy-control subjects were recruited. Every participant underwent a complete ophthalmological examination, including funduscopy and optical coherence tomography scans, while clinical and demographic data were also gathered. The Patient Health Questionnaire-9 (PHQ-9), the Zung Depression Inventory-Self-Rating Depression Scale (Zung SDS), and the Hospital Anxiety and Depression Scale (HADS) were completed by everyone. RESULTS: Between the studied groups, no significant differences were detected regarding the clinical and demographic data (p > 0.05). The patients with floaters had significantly higher scores of PHQ-9, Zung SDS, HADS Anxiety, and HADS Depression (p < 0.001). After adjustment for several confounders, PHQ-9 (p = 0.041), Zung SDS (p = 0.003), and HADS Anxiety (p = 0.036) values remained significantly impaired. Among the patients, PHQ-9 and Zung SDS scores were significantly elevated in the patients with floaters duration less than 4 weeks (p < 0.05). Finally, anxiety and depression were significantly correlated with the symptoms duration and intensity, with the floater-associated discomfort, and with the stage of posterior vitreous detachment. CONCLUSION: Vitreous floaters have a negative impact on patients' psychological status, by the terms of enhanced depressive and anxiety levels. To the best of our knowledge, our study is the first in the literature to elaborate the aforementioned association, by assessing three different questionnaires simultaneously.


Subject(s)
Anxiety , Depression , Vision Disorders , Vitreous Body , Humans , Male , Female , Middle Aged , Vitreous Body/diagnostic imaging , Vitreous Body/pathology , Depression/etiology , Depression/diagnosis , Adult , Anxiety/diagnosis , Anxiety/etiology , Eye Diseases/diagnosis , Eye Diseases/psychology , Tomography, Optical Coherence/methods , Surveys and Questionnaires , Aged , Case-Control Studies , Vitreous Detachment/diagnosis , Vitreous Detachment/psychology , Vitreous Detachment/complications
9.
BMC Ophthalmol ; 24(1): 160, 2024 Apr 10.
Article in English | MEDLINE | ID: mdl-38600458

ABSTRACT

BACKGROUND: To describe a case of bilateral multifocal chorioretinitis as the only presentation of acute West Nile virus (WNV) infection in the absence of neurological involvement. CASE PRESENTATION: A 78-year-old Italian woman was admitted to our emergency department because she noticed blurry vision in both eyes. She did not report fever, fatigue, or neurological symptoms in the last few days. Multimodal imaging showed the presence of bilateral hyperfluorescent lesions with a linear distribution, that corresponded to hypocyanescent spots on indocyanine green angiography. Antibody serology showed the presence of IgM antibodies, IgG antibodies, and ribonucleic acid (RNA) for WNV. Magnetic resonance imaging (MRI) of the brain ruled out central nervous system involvement. Three months later, the patient reported spontaneous resolution of her symptoms and remission of the chorioretinal infiltrates. CONCLUSIONS: In endemic areas, it is important to think of acute WNV infection as an explanatory etiology in cases of multifocal chorioretinitis, even without neurological involvement.


Subject(s)
Chorioretinitis , Eye Infections, Viral , West Nile Fever , West Nile virus , Humans , Female , Aged , West Nile Fever/complications , West Nile Fever/diagnosis , West Nile Fever/epidemiology , Eye Infections, Viral/diagnosis , Chorioretinitis/etiology , Vitreous Body/pathology , Antibodies, Viral
11.
Sci Rep ; 14(1): 9571, 2024 04 26.
Article in English | MEDLINE | ID: mdl-38671086

ABSTRACT

Primary vitreoretinal lymphoma (PVRL) is a rare subtype of DLBCL and can progress into primary central nervous system lymphoma (PCNSL). To investigate the role of chronic antigenic stimulation in PVRL, we cloned and expressed B-cell receptors (BCR) from PVRL patients and tested for binding against human auto-antigens. SEL1L3, a protein with multiple glycosylation sites, was identified as the BCR target in 3/20 PVRL cases. SEL1L3 induces proliferation and BCR pathway activation in aggressive lymphoma cell lines. Moreover, SEL1L3 conjugated to a toxin killed exclusively lymphoma cells with respective BCR-reactivity. Western Blot analysis indicates the occurrence of hyper-N-glycosylation of SEL1L3 at aa 527 in PVRL patients with SEL1L3-reactive BCRs. The BCR of a PVRL patient with serum antibodies against SEL1L3 was cloned from a vitreous body biopsy at diagnosis and of a systemic manifestation at relapse. VH4-04*07 was used in both lymphoma manifestations with highly conserved CDR3 regions. Both BCRs showed binding to SEL1L3, suggesting continued dependence of lymphoma cells on antigen stimulation. These results indicate an important role of antigenic stimulation by post-translationally modified auto-antigens in the genesis of PVRL. They also provide the basis for a new treatment approach targeting unique lymphoma BCRs with ultimate specificity.


Subject(s)
Receptors, Antigen, B-Cell , Humans , Receptors, Antigen, B-Cell/metabolism , Glycosylation , Cell Line, Tumor , Retinal Neoplasms/genetics , Retinal Neoplasms/metabolism , Retinal Neoplasms/pathology , Retinal Neoplasms/immunology , Autoantigens/immunology , Autoantigens/metabolism , Lymphoma, Large B-Cell, Diffuse/genetics , Lymphoma, Large B-Cell, Diffuse/immunology , Lymphoma, Large B-Cell, Diffuse/pathology , Lymphoma, Large B-Cell, Diffuse/metabolism , Female , Male , Vitreous Body/metabolism , Vitreous Body/pathology , Middle Aged , Aged
12.
Exp Eye Res ; 243: 109891, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38615832

ABSTRACT

The aim of this study is to investigate the relationship between age-related macular degeneration (AMD) and lymphangiogenesis biomarkers, namely LYVE-1, Podoplanin, VEGF-C, VEGFR-2 and VEGFR-3. This prospective and interventional study includes 30 patients with AMD which may be dry or wet type and 30 controls for whom vitrectomy and phacoemulsification was indicated due to additional pathologies (epiretinal membrane, macular hole, retinal detachment, and cataract). 0.1-0,2 ml of aqueous humor and 0.5-1 ml of vitreous sample was taken during the operations. Before the operations 1 tube serum was also taken. All the lymphangiogenesis biomarkers in the study are examined by ELISA method. LYVE-1 (p = 0.001) and Podoplanin (p = 0.004) levels in the vitreous for the patient group are found to be significantly lower than the control group. Serum (p = 0.019), vitreous (p = 0.001), aqueous (p < 0.001) levels of VEGF-C for the patient group are significantly higher than the control group. VEGF-C/VEGFR-2 (p < 0.001), VEGF-C/VEGFR-3 (p < 0.001) ratios in the vitreous for the patient group are found to be significantly higher than the control group. Especially in wet AMD patients, LYVE-1 level is significantly lower in the vitreous (p = 0.002) and aqueous (p = 0.002) than the control group. In addition, Podoplanin level is observed as significantly lower in the vitreous (p = 0.014) and serum (p = 0.002) in comparison to control group. In the wet AMD group, VEGF-C level in the vitreous (p < 0.001), aqueous (p < 0.001) and serum (p = 0.001) is higher than the control group. The result of this study indicates a valid relationship between the weakening of lymphangiogenesis and the pathophysiology of AMD, especially for the wet type. It is observed that the levels of receptors that bind VEGF-C (VEGFR-2 and VEGFR-3) do not increase at the same rate as VEGF-C to compensate for the increase in VEGF-C. The absence of an increase in VEGFR-3, which is especially necessary for lymphangiogenesis, also suggests that lymphangiogenesis is weakened or decreased in AMD. In the future interventional studies with larger series, examination of lymphangiogenic biomarkers in inflammatory retinal diseases and glaucoma may reveal unexplored details.


Subject(s)
Aqueous Humor , Biomarkers , Enzyme-Linked Immunosorbent Assay , Lymphangiogenesis , Membrane Glycoproteins , Vascular Endothelial Growth Factor C , Vascular Endothelial Growth Factor Receptor-3 , Vesicular Transport Proteins , Vitreous Body , Humans , Male , Female , Biomarkers/metabolism , Biomarkers/blood , Prospective Studies , Aged , Vascular Endothelial Growth Factor Receptor-3/metabolism , Vascular Endothelial Growth Factor C/metabolism , Vascular Endothelial Growth Factor C/blood , Aqueous Humor/metabolism , Vitreous Body/metabolism , Vitreous Body/pathology , Membrane Glycoproteins/metabolism , Vesicular Transport Proteins/metabolism , Vascular Endothelial Growth Factor Receptor-2/metabolism , Middle Aged , Aged, 80 and over , Macular Degeneration/metabolism , Macular Degeneration/diagnosis , Wet Macular Degeneration/metabolism , Wet Macular Degeneration/diagnosis
13.
BMC Ophthalmol ; 24(1): 194, 2024 Apr 25.
Article in English | MEDLINE | ID: mdl-38664667

ABSTRACT

BACKGROUND: Vitreoretinal lymphoma (VRL) still represents a diagnostic challenge for retinal specialists. Early diagnosis and treatment are critical for a better prognosis. Several diagnostic tools have proven helpful in the identification of VRL abnormalities. However, swept-source OCT angiography (SS-OCT-A) findings and their long-term follow-up are yet to be explored. CASE PRESENTATION: a 42-year-old man presented with blurred vision in his left eye for 2 weeks. He denied any systemic symptoms. A multimodal imaging examination was performed, raising the clinical suspicion of VRL and guiding the ensuing diagnostic procedures. The patient underwent treatment and at the last FU visit three years later, no disease signs were present on fundus examination, nor on oncologic evaluation. Some novel SS-OCT-A features were identified, and uncommonly reported findings were examined over a long-term follow-up. At baseline multiple hyperreflective alterations were detected on the enface outer retina slabs and choriocapillary analysis revealed low reflectance areas in the foveal and parafoveal areas. One month after the first presentation, multiple hyperreflective retinal lesions in a vertical shape were detected on OCT which appeared on midretinal slabs of enface SS-OCT-A as hyperreflective spots mainly located near second-order retinal vessels. These alterations remarkably reduced after treatment. CONCLUSION: SS-OCT-A may be a useful imaging technique in the detection of VRL, providing ophthalmologists additional findings that assist the diagnosis and follow-up of this disease. This may prove useful for a more timely and precise diagnosis, prompt therapy, and treatment response monitoring. The original aspects found in this case may provide grounds for future studies, ultimately fostering a better understanding of the disease.


Subject(s)
Fluorescein Angiography , Retinal Neoplasms , Tomography, Optical Coherence , Humans , Male , Tomography, Optical Coherence/methods , Adult , Retinal Neoplasms/diagnostic imaging , Retinal Neoplasms/diagnosis , Fluorescein Angiography/methods , Follow-Up Studies , Vitreous Body/pathology , Vitreous Body/diagnostic imaging , Visual Acuity , Fundus Oculi , Intraocular Lymphoma/diagnosis , Intraocular Lymphoma/diagnostic imaging
14.
Cesk Slov Oftalmol ; 80(Ahead of print): 1001-1007, 2024.
Article in English | MEDLINE | ID: mdl-38538290

ABSTRACT

Retinoblastoma is the most common primary malignant intraocular tumor in children. Seeding, specifically the dispersion of the tumor into the adjacent compartments, represents a major parameter determining the degree of retinoblastoma according to the International Classification of Retinoblastoma. In this article we focused on vitreous seeding, one of the main limiting factors in the successful "eye preservation treatment" of retinoblastoma. This article presents an overview of the history of vitreous seeding of retinoblastoma, established treatment procedures and new-research modalities. The introduction of systemic chemotherapy in the treatment of retinoblastoma at the end of the 1990s represented a significant breakthrough, which enabled the progressive abandonment of radiotherapy with its attendant side effects. However, the attained concentrations of chemotherapeutics in the vitreous space during systemic chemotherapy are not sufficient for the treatment of vitreous seeding, and the toxic effects of systemic chemotherapy are not negligible. A significant change came with the advent of chemotherapy in situ, with the targeted administration of chemotherapeutic drugs, namely intra-arterial and intravitreal injections, contributing to the definitive eradication of external radiotherapy and a reduction of systemic chemotherapy. Although vitreous seeding remains the most common reason for the failure of intra-arterial chemotherapy, this technique has significantly influenced the original treatment regimen of children with retinoblastoma. However, intravitreal chemotherapy has made the greatest contribution to increasing the probability of preservation of the eyeball and visual functions in patients with advanced findings. Novel local drug delivery modalities, gene therapy, oncolytic viruses and immunotherapy from several ongoing preclinical and clinical trials may represent promising approaches in the treatment of vitreous retinoblastoma seeding, though no clinical trials have yet been completed for routine use.


Subject(s)
Retinal Neoplasms , Retinoblastoma , Child , Humans , Retinoblastoma/chemically induced , Retinoblastoma/drug therapy , Retinal Neoplasms/chemically induced , Retinal Neoplasms/drug therapy , Melphalan/adverse effects , Antineoplastic Agents, Alkylating/pharmacology , Antineoplastic Agents, Alkylating/therapeutic use , Vitreous Body/pathology , Intravitreal Injections , Retrospective Studies
18.
Eur J Ophthalmol ; 34(3): NP111-NP115, 2024 May.
Article in English | MEDLINE | ID: mdl-38295324

ABSTRACT

PURPOSE: To describe the findings of Multicolour® imaging (MCI) in the presence of residual emulsified silicone oil (SiO) droplets. CASE REPORT: A 62-year-old man had previously undergone surgery for a traumatic retinal detachment in the left eye, followed by SiO removal a few years ago. His presenting visual acuity was 6/60 in the left eye and intraocular pressure was 12 mm Hg. Clinical examination revealed the presence of emulsified residual SiO droplets in the vitreous cavity, 'inverse hyperoleon' at the posterior pole and pathological myopia. Retinal findings were documented using optical coherence tomography (OCT), fundus autofluorescence (FAF), and MCI on the Spectralis (Heidelberg, Germany) machine. RESULTS: On OCT, the emulsified SiO droplets in the preretinal and intraretinal layers appeared as multiple hyperreflective dots with no underlying shadowing trapped beneath the residual posterior hyaloid or preretinal membrane in the region of the posterior staphyloma. Residual emulsified silicon oil on the retinal surface appeared to have greenish hue on the composite multicolour image and was hyperreflective on individual blue and green reflectance images and dark and hyporeflective on the infrared reflectance image. The SiO droplets appeared dark and were difficult to identify on the short wavelength FAF image. CONCLUSION: To the best of our knowledge, this case report describes the MCI findings in emulsified SiO droplets for the first time.


Subject(s)
Emulsions , Endotamponade , Fluorescein Angiography , Retinal Detachment , Silicone Oils , Tomography, Optical Coherence , Visual Acuity , Vitrectomy , Humans , Silicone Oils/adverse effects , Male , Middle Aged , Retinal Detachment/surgery , Retinal Detachment/diagnosis , Fluorescein Angiography/methods , Endotamponade/adverse effects , Vitreous Body/diagnostic imaging , Vitreous Body/pathology , Retina/diagnostic imaging
20.
Retina ; 44(6): 1034-1044, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38261816

ABSTRACT

BACKGROUND/PURPOSE: Evaluate the performance of a deep learning algorithm for the automated detection and grading of vitritis on ultrawide-field imaging. METHODS: Cross-sectional noninterventional study. Ultrawide-field fundus retinophotographs of uveitis patients were used. Vitreous haze was defined according to the six steps of the Standardization of Uveitis Nomenclature classification. The deep learning framework TensorFlow and the DenseNet121 convolutional neural network were used to perform the classification task. The best fitted model was tested in a validation study. RESULTS: One thousand one hundred eighty-one images were included. The performance of the model for the detection of vitritis was good with a sensitivity of 91%, a specificity of 89%, an accuracy of 0.90, and an area under the receiver operating characteristics curve of 0.97. When used on an external set of images, the accuracy for the detection of vitritis was 0.78. The accuracy to classify vitritis in one of the six Standardization of Uveitis Nomenclature grades was limited (0.61) but improved to 0.75 when the grades were grouped into three categories. When accepting an error of one grade, the accuracy for the six-class classification increased to 0.90, suggesting the need for a larger sample to improve the model performances. CONCLUSION: A new deep learning model based on ultrawide-field fundus imaging that produces an efficient tool for the detection of vitritis was described. The performance of the model for the grading into three categories of increasing vitritis severity was acceptable. The performance for the six-class grading of vitritis was limited but can probably be improved with a larger set of images.


Subject(s)
Deep Learning , Fundus Oculi , Humans , Cross-Sectional Studies , Female , Male , Photography/methods , Vitreous Body/pathology , Vitreous Body/diagnostic imaging , Adult , ROC Curve , Middle Aged , Eye Diseases/diagnosis , Eye Diseases/classification , Eye Diseases/diagnostic imaging , Uveitis/diagnosis , Uveitis/classification , Algorithms , Neural Networks, Computer
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