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Purpose: Compare the use of optic disc and macular optical coherence tomography measurements to predict glaucomatous visual field (VF) worsening. Methods: Machine learning and statistical models were trained on 924 eyes (924 patients) with circumpapillary retinal nerve fiber layer (cp-RNFL) or ganglion cell inner plexiform layer (GC-IPL) thickness measurements. The probability of 24-2 VF worsening was predicted using both trend-based and event-based progression definitions of VF worsening. Additionally, the cp-RNFL and GC-IPL predictions were combined to produce a combined prediction. A held-out test set of 617 eyes was used to calculate the area under the curve (AUC) to compare cp-RNFL, GC-IPL, and combined predictions. Results: The AUCs for cp-RNFL, GC-IPL, and combined predictions with the statistical and machine learning models were 0.72, 0.69, 0.73, and 0.78, 0.75, 0.81, respectively, when using trend-based analysis as ground truth. The differences in performance between the cp-RNFL, GC-IPL, and combined predictions were not statistically significant. AUCs were highest in glaucoma suspects using cp-RNFL predictions and highest in moderate/advanced glaucoma using GC-IPL predictions. The AUCs for the statistical and machine learning models were 0.63, 0.68, 0.69, and 0.72, 0.69, 0.73, respectively, when using event-based analysis. AUCs decreased with increasing disease severity for all predictions. Conclusions: cp-RNFL and GC-IPL similarly predicted VF worsening overall, but cp-RNFL performed best in early glaucoma stages and GC-IPL in later stages. Combining both did not enhance detection significantly. Translational Relevance: cp-RNFL best predicted trend-based 24-2 VF progression in early-stage disease, while GC-IPL best predicted progression in late-stage disease. Combining both features led to minimal improvement in predicting progression.
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Progressão da Doença , Glaucoma , Disco Óptico , Células Ganglionares da Retina , Tomografia de Coerência Óptica , Campos Visuais , Humanos , Tomografia de Coerência Óptica/métodos , Feminino , Disco Óptico/diagnóstico por imagem , Disco Óptico/patologia , Masculino , Campos Visuais/fisiologia , Pessoa de Meia-Idade , Glaucoma/diagnóstico por imagem , Glaucoma/fisiopatologia , Células Ganglionares da Retina/patologia , Aprendizado de Máquina , Idoso , Fibras Nervosas/patologia , Área Sob a Curva , Macula Lutea/diagnóstico por imagem , Macula Lutea/patologia , Transtornos da Visão/fisiopatologia , Transtornos da Visão/diagnóstico por imagem , Transtornos da Visão/diagnósticoRESUMO
PRCIS: A large disk, a large parapapillary delta zone and a long axial length may be used as screening criteria to detect glaucomatous optic neuropathy in highly myopic eyes. PURPOSE: To describe aspects for screening of glaucomatous optic neuropathy in dependence of refractive error, under special consideration of high myopia. METHODS/RESULTS: Studies on the anatomy of the myopic optic nerve head and results of investigations on the relationship between glaucomatous optic neuropathy and axial myopia were included. CONCLUSIONS: In the range from hyperopia to moderate myopia, refractive error is not a strong glaucoma risk factor and may not be included in glaucoma screening strategies. Care should be taken, that in moderate myopia, a shift of Bruch´s membrane opening usually into the temporal direction leads to parapapillary gamma zone and a corresponding shortening of the horizontal disk diameter. In these moderately myopic eyes, a secondarily small optic disk with a correspondingly small optic cup should not lead to an overlooking of intrapapillary glaucomatous changes. Prevalence of glaucomatous or glaucoma-like optic nerve atrophy (GOA) steeply increases with longer axial length in highly myopic eyes (cutoff approximately -8 diopters/axial length 26.5 mm), with prevalences higher than 50% in extremely high myopia. Besides longer axial length, morphological parameters associated with GOA in highly myopic eyes are a secondarily enlarged disk and large parapapillary delta zone. Both parameters, together with long axial length, may be used as screening criteria in high myopia for GOA. The latter is characterized by an abnormal neuroretinal rim shape, that is, vessel kinking close to the intrapapillary disk border. Factors associated with nonglaucomatous optic neuropathy are larger gamma zone and longer axial length, potentially due to an axial elongation-related retinal nerve fiber stretching.
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Miopia , Disco Óptico , Humanos , Disco Óptico/patologia , Disco Óptico/diagnóstico por imagem , Miopia/diagnóstico , Miopia/complicações , Glaucoma/diagnóstico , Glaucoma/complicações , Comprimento Axial do Olho/patologia , Doenças do Nervo Óptico/diagnóstico , Erros de Refração/diagnóstico , Pressão Intraocular/fisiologia , Fatores de Risco , Atrofia Óptica/diagnósticoRESUMO
BACKGROUND: To investigate the peripapillary retinal nerve fibre layer (RNFL) thickness changes and analyse factors associated with visual recovery of G11778A Leber hereditary optic neuropathy (LHON) patients. METHODS: Patients diagnosed with G11778A LHON between July 2017 and December 2020 in Tongji hospital were included in this follow-up study. Patients were grouped according to disease duration. Variations in the RNFL thickness in each quadrant at different disease stages were characterised using optical coherence tomography. According to the absence or presence of significant visual acuity improvements, LHON patients of disease duration ≥ 6 months were divided into two groups. A bivariate logistic regression model was constructed to analyse the potential factors associated with spontaneous visual recovery. RESULTS: This study included 56 G11778A LHON patients (112 eyes) and 25 healthy controls (50 eyes), with a mean follow-up of 5.25 ± 1.42 months. All quadrants and mean RNFL thicknesses of LHON patients first increased and then decreased, except for the temporal RNFL. As the disease progressed, RNFL thinning slowed; however, gradual RNFL thinning occurred. Logistic regression revealed that baseline best corrected visual acuity was related to spontaneous visual recovery of LHON patients with disease duration ≥ 6 months. CONCLUSION: The pattern of RNFL involvement could be helpful in the differential diagnosis of LHON and other optic neuropathies. LHON patients with better vision are more likely to experience some degree of spontaneous visual acuity recovery after the subacute phase.
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Fibras Nervosas , Atrofia Óptica Hereditária de Leber , Células Ganglionares da Retina , Tomografia de Coerência Óptica , Acuidade Visual , Humanos , Atrofia Óptica Hereditária de Leber/fisiopatologia , Atrofia Óptica Hereditária de Leber/diagnóstico , Masculino , Feminino , Fibras Nervosas/patologia , Células Ganglionares da Retina/patologia , Tomografia de Coerência Óptica/métodos , Seguimentos , Adulto , Acuidade Visual/fisiologia , Adulto Jovem , Disco Óptico/patologia , Disco Óptico/diagnóstico por imagem , Adolescente , Pessoa de Meia-Idade , Estudos Retrospectivos , Campos Visuais/fisiologiaRESUMO
BACKGROUND: Peripapillary hyperreflective ovoid mass-like structures (PHOMS) are a recently defined optical coherence tomography (OCT) finding. The purpose of this study was to characterize the presence of PHOMS and their visual significance in pediatric patients with and without optic nerve pathologies. METHODS: This retrospective study evaluated 400 patients (<18 years of age) including normal control subjects and patients with optic neuritis, papillitis, optic nerve head drusen (ONHD), and papilledema. Information on demographics, visual function, and structural parameters were obtained. RESULTS: PHOMS were found in 7 of 258 normal control eyes (2.7%), 9 of 59 eyes with optic neuritis (15.3%), 58 of 76 eyes with ONHD (76.3%), 3 of 11 eyes with papillitis (27.3%), and 180 of 308 eyes with papilledema (58.4%). PHOMS were more prevalent in the papilledema (P < 0.001), ONHD (P < 0.001), and optic neuritis (P = 0.028) eyes than in control eyes. We identified 5 cases where PHOMS developed de novo. This occurred over an average of 2.3 years (range, 0.2-7.4 years). Sixteen cases of PHOMS resolved over an average of 1.1 years (range, 0.3-4.0 years). Cross-sectionally, PHOMS were not associated with visual acuity (P = 0.551), retinal nerve fiber layer thickness (P = 0.068), ganglion cell volume (P = 0.375), or visual field mean deviation (P = 0.795). CONCLUSIONS: PHOMS are present in a majority of children with papilledema or ONHD. PHOMS are dynamic and may form de novo over time with optic nerve pathology and may resolve either through treatment or atrophy. There was no relationship between the presence of PHOMS and poor visual function in our study cohort.
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Drusas do Disco Óptico , Disco Óptico , Doenças do Nervo Óptico , Papiledema , Tomografia de Coerência Óptica , Acuidade Visual , Humanos , Estudos Retrospectivos , Tomografia de Coerência Óptica/métodos , Criança , Feminino , Masculino , Acuidade Visual/fisiologia , Adolescente , Prevalência , Papiledema/diagnóstico , Papiledema/fisiopatologia , Disco Óptico/patologia , Disco Óptico/diagnóstico por imagem , Pré-Escolar , Doenças do Nervo Óptico/diagnóstico , Doenças do Nervo Óptico/fisiopatologia , Drusas do Disco Óptico/fisiopatologia , Drusas do Disco Óptico/diagnóstico , Campos Visuais/fisiologia , Fibras Nervosas/patologia , Células Ganglionares da Retina/patologia , Neurite Óptica/fisiopatologia , Neurite Óptica/diagnóstico , LactenteRESUMO
Purpose: To determine the microstructure of the lamina cribrosa (LC) associated with microvasculature dropout (MvD) of the deep optic nerve head (ONH) in primary open-angle glaucoma (POAG) and to identify factors related to the presence of MvD. Methods: POAG eyes that exhibited MvD in the LC (MvD-LC) or MvD in the peripapillary choroid (MvD-PC) underwent optical coherence tomography and optical coherence tomography angiography (OCTA) to evaluate the structure and microvasculature of the deep ONH, respectively. The presence of MvD-LC or MvD-PC was determined using en face OCTA images of the deep ONH. The sectoral LC thickness (LCT) and LC curvature index (LCCI) (at MvD-LC site, when applicable), the mean LCT and LCCI of the global ONH, and other clinical characteristics were measured and compared between eyes with and without MvD-LC. Results: The study included 93 eyes with and 51 without MvD-LC. The presence of MvD-LC was associated with lower sectoral LCT (odds ratio [OR] = 0.96, P < 0.001) and mean LCT (OR = 0.97, P = 0.032), larger visual field pattern standard deviation (PSD; OR = 1.20, P = 0.038), and higher pretreatment intraocular pressure (IOP; OR = 1.22, P = 0.012). Fifteen percent of the eyes with MvD-LC (14/93) did not present MvD-PC. Those eyes had younger age (P = 0.043), thicker juxtapapillary choroid (P = 0.018), larger sectoral LCCI (P = 0.040), thicker retinal nerve fiber layer (P = 0.024), smaller PSD (P = 0.008), and higher pretreatment IOP (P = 0.006) than those with both MvD-LC and MvD-PC. Conclusions: MvD-LC was associated with a localized morphologic alteration of the LC, and eyes with MvD-LC tended to have a higher pretreatment IOP. The clinical implications of MvD-LC should differ from those of MvD-PC in eyes with POAG.
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Glaucoma de Ângulo Aberto , Pressão Intraocular , Microvasos , Disco Óptico , Tomografia de Coerência Óptica , Campos Visuais , Humanos , Tomografia de Coerência Óptica/métodos , Glaucoma de Ângulo Aberto/fisiopatologia , Disco Óptico/irrigação sanguínea , Disco Óptico/patologia , Disco Óptico/diagnóstico por imagem , Feminino , Masculino , Microvasos/patologia , Microvasos/diagnóstico por imagem , Pessoa de Meia-Idade , Pressão Intraocular/fisiologia , Idoso , Campos Visuais/fisiologia , Células Ganglionares da Retina/patologia , Angiofluoresceinografia/métodos , Fibras Nervosas/patologia , Doenças do Nervo Óptico/fisiopatologia , Doenças do Nervo Óptico/diagnóstico , Estudos Retrospectivos , Vasos Retinianos/patologia , Vasos Retinianos/diagnóstico por imagem , Corioide/irrigação sanguínea , Corioide/patologia , Corioide/diagnóstico por imagem , Estudos TransversaisRESUMO
Purpose: The purpose of this study was to investigate the effect of globe and optic nerve (ON) morphologies and tissue stiffnesses on gaze-induced optic nerve head deformations using parametric finite element modeling and a design of experiment (DOE) approach. Methods: A custom software was developed to generate finite element models of the eye using 10 morphological parameters: dural radius, scleral, choroidal, retinal, pial and peripapillary border tissue thicknesses, prelaminar tissue depth, lamina cribrosa (LC) depth, ON radius, and ON tortuosity. A central composite face-centered design (1045 models) was used to predict the effects of each morphological factor and their interactions on LC strains induced by 13 degrees of adduction. Subsequently, a further DOE analysis (1045 models) was conducted to study the effects and potential interactions between the top five morphological parameters identified from the initial DOE study and five critical tissue stiffnesses. Results: In the DOE analysis of 10 morphological parameters, the 5 most significant factors were ON tortuosity, dural radius, ON radius, scleral thickness, and LC depth. Further DOE analysis incorporating biomechanical parameters highlighted the importance of dural and LC stiffness. A larger dural radius and stiffer dura increased LC strains but the other main factors had the opposite effects. Notably, the significant interactions were found between dural radius with dural stiffness, ON radius, and ON tortuosity. Conclusions: This study highlights the significant impact of morphological factors on LC deformations during eye movements, with key morphological effects being more pronounced than tissue stiffnesses.
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Análise de Elementos Finitos , Disco Óptico , Humanos , Disco Óptico/patologia , Fenômenos Biomecânicos , Doenças do Nervo Óptico/fisiopatologia , Doenças do Nervo Óptico/etiologia , Fixação Ocular/fisiologia , Esclera/patologia , Olho , Modelos BiológicosRESUMO
This study aimed to develop and evaluate a guinea pig model for glaucoma, comparing resultant eyeball enlargement with an existing myopia model. Thirty guinea pigs underwent intracameral injection of magnetic microspheres to induce chronic ocular hypertension (COH). Intraocular pressure (IOP) was systematically monitored, revealing a successful induction of COH in 73.33% of the guinea pigs. The mean IOP increased from a baseline of 18.04 ± 1.33 mmHg, reaching a peak at week 3 (36.31 ± 6.13 mmHg) and remaining elevated for at least 7 weeks. All data are presented as mean ± standard deviation of the mean. Subsequently, detailed assessments were conducted to validate the established glaucoma model. Immunofluorescent staining demonstrated a significant decrease in the density of retinal ganglion cells (RGC) in the glaucoma group. Optic disc excavation and notable thinning of the lamina cribrosa (LC) were observed. The quantity of optic nerve ax·ons in glaucoma group gradually decreased from baseline (44553 ± 3608/mm2) to week 4 (28687 ± 2071/mm2) and week 8 (17977 ± 3697/mm2). Moreover, regarding the global enlargement of eyeballs, both the transverse and longitudinal axis in glaucomatous eyes were found to be significantly larger than that in myopic eyes, particularly in the anterior chamber depth (1.758 ± 0.113 mm vs. 1.151 ± 0.046 mm). These findings indicate distinct patterns of structural changes associated with glaucoma and myopia in the guinea pig model. This guinea pig model holds promise for future research aimed at exploring biomechanical mechanisms, therapeutic interventions, and advancing our understanding of the relationship between glaucoma and myopia.
Assuntos
Modelos Animais de Doenças , Glaucoma , Pressão Intraocular , Miopia , Células Ganglionares da Retina , Animais , Cobaias , Miopia/fisiopatologia , Miopia/patologia , Pressão Intraocular/fisiologia , Células Ganglionares da Retina/patologia , Glaucoma/fisiopatologia , Glaucoma/patologia , Disco Óptico/patologia , Masculino , Tomografia de Coerência Óptica , Tonometria OcularRESUMO
INTRODUCTION: We aimed to analyze the thicknesses of the retinal sublayer and peripapillary retinal nerve fiber layer (pRNFL) in patients with juvenile systemic lupus erythematosus (JSLE) without lupus retinopathy. METHODS: Thirty-six patients with JSLE (36 eyes) and 30 control subjects (30 eyes) were included retrospectively. Demographic data, disease duration, and clinical manifestations were recorded. Optical coherence tomography was used to examine the macula and optic disc. The thicknesses of the retina, ganglion cell layer (GCL), inner plexiform layer (IPL), inner nuclear layer (INL), outer plexiform layer (OPL), outer nuclear layer (ONL), retinal pigment epithelium (RPE), and pRNFL were measured. The correlation between the thickness of retina and disease duration, erythrocyte sedimentation rate (ESR) were investigated. RESULTS: The retinal thicknesses of I3 and T3 were thinner in the JSLE group than in the control group (P = 0.019, P = 0.043, respectively). The thicknesses of the I3 and S6 sectors of the GCL decreased significantly (P = 0.013, and P = 0.022, respectively). The thickness of the S6 sector of the IPL was reduced in the JSLE group compared with the control group (P = 0.047). The JSLE group showed significant decrease in the thickness of the central sector of the ONL (P = 0.034). No statistically significant differences in INL, OPL, RPE, and pRNFL thicknesses were found. The retinal thicknesses of I3 (r = -0.386, P = 0.020) and T3 (r = -0.384, P = 0.021) presented negative associations with ESR, but had no significant correlations with disease duration. CONCLUSIONS: Retinal thinning was observed in patients with JSLE without lupus retinopathy, and this change was more pronounced in the inner layer. Key Points ⢠Retinal thinning occurs in JSLE patients without lupus retinopathy. ⢠Changes in retinal thicknesses are related to the ESR.
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Lúpus Eritematoso Sistêmico , Retina , Tomografia de Coerência Óptica , Humanos , Feminino , Lúpus Eritematoso Sistêmico/complicações , Masculino , Adolescente , Retina/diagnóstico por imagem , Retina/patologia , Estudos Retrospectivos , Criança , Fibras Nervosas/patologia , Adulto Jovem , Estudos de Casos e Controles , Doenças Retinianas/diagnóstico por imagem , Doenças Retinianas/etiologia , Disco Óptico/diagnóstico por imagem , Disco Óptico/patologiaRESUMO
This study is aimed to investigate the effect of hemodialysis (HD) on the lamina cribrosa (LC) of the optic nerve head (ONH) using swept-source optical coherence tomography (SS-OCT) and other ophthalmological parameters in patients with end-stage kidney disease (ESKD). This prospective observational study included 29 patients who underwent HD for ESKD. ONH parameters including neural canal diameter (NCD), peripapillary vertical height (PVH), and anterior LC depth (LCD), were assessed using SS-OCT. Changes in the ONH parameters before and after HD were statistically analysed. Correlations between changes in the LCD and other ocular and systemic measurements were identified using Pearson's correlation analyses. The mean anterior LCD significantly decreased from 441.6 ± 139.8 µm before HD to 413.5 ± 141.7 µm after HD (P = 0.001). Mean NCD and PVH did not show significant changes after HD (P = 0.841 and P = 0.574, respectively). A significant correlation was found between changes in the anterior LCD and the mean ocular perfusion pressure (r = 0.397, P = 0.036). We observed a significant decrease in anterior LCD after HD. Our study suggests that HD can influence the ONH, especially in the LC.
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Disco Óptico , Diálise Renal , Tomografia de Coerência Óptica , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Diálise Renal/efeitos adversos , Tomografia de Coerência Óptica/métodos , Disco Óptico/diagnóstico por imagem , Disco Óptico/patologia , Estudos Prospectivos , Idoso , Falência Renal Crônica/terapia , AdultoRESUMO
Purpose: The purpose of this study was to examine characteristics of lamina cribrosa (LC) configuration in highly myopic (HM) eyes. Methods: Participants from the Beijing Eye Study 2011, free of optic nerve or retinal diseases, were randomly selected to examine LC depth (LCD) and LC tilt (LCT) using three-dimensional optical coherent tomography images of the optic nerve head (ONH). LCD and LCT were measured as the distance and angle between the LC plane with two reference planes, including the Bruch's membrane opening (BMO) plane and the peripapillary sclera (PPS) plane, respectively. Each parameter was measured in both horizontal and vertical B-scans. Results: The study included 685 individuals (685 eyes) aged 59.6 ± 7.7 years, including 72 HM eyes and 613 non-HM eyes. LCD measurements showed no significant differences between HM eyes and non-HM eyes in both horizontal (LCD-BMO = 421.83 ± 107.86 µm for HM eyes vs. 447.24 ± 104.94 µm for non-HM eyes, P = 0.18; and LCD-PPS = 406.39 ± 127.69 µm vs. 394.00 ± 101.64 µm, P = 1.00) and vertical directions (LCD-BMO = 435.78 ± 101.29 µm vs. 450.97 ± 106.54 µm, P = 0.70; and LCD-PPS = 401.62 ± 109.9 µm vs. 379.85 ± 110.35 µm, P = 0.35). However, the LCT was significantly more negative (tilted) in HM eyes than in non-HM eyes horizontally (LCT-BMO = -4.38 ± 5.94 degrees vs. -0.04 ± 5.86 degrees, P < 0.001; and LCT-PPS = -3.16 ± 5.23 degrees vs. -0.94 ± 4.71 degrees, P = 0.003), but not vertically (P = 1.00). Conclusions: Although LCD did not differ significantly between HM and non-HM eyes, LCT was more negative in HM eyes, suggesting that the temporal or inferior side of the LC was closer to the reference plane. These findings provide insights into morphological and structural changes in the LC and ONH between HM and non-HM eyes.
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Miopia Degenerativa , Disco Óptico , Tomografia de Coerência Óptica , Humanos , Tomografia de Coerência Óptica/métodos , Pessoa de Meia-Idade , Masculino , Feminino , Disco Óptico/patologia , Disco Óptico/diagnóstico por imagem , Idoso , Miopia Degenerativa/diagnóstico , Imageamento Tridimensional , Pequim/epidemiologia , Lâmina Basilar da Corioide/patologia , Lâmina Basilar da Corioide/diagnóstico por imagem , Estudos Transversais , China/epidemiologia , Miopia/fisiopatologia , Esclera/patologia , Esclera/diagnóstico por imagemRESUMO
Optical coherence tomography (OCT) is a non-invasive imaging technology, which may be used to generate in vivo quantitative and qualitative measures of retinal structure. In terms of quantitative metrics, peripapillary retinal nerve fiber layer (pRNFL) thickness provides an indirect evaluation of axonal integrity within the optic nerve. Ganglion layer measures derived from macular scans indirectly reflect retinal ganglion cell status. Notably, ganglion layer indices are platform dependent and may include macular ganglion cell inner plexiform layer (mGCIPL), ganglion cell layer (GCL), and ganglion cell complex (GCC) analyses of thickness or volume. Interpreted together, pRNFL thickness and ganglion layer values can be used to diagnose optic neuropathies, monitor disease progression, and gauge response to therapeutic interventions for neuro-ophthalmic conditions. Qualitative assessments of the optic nerve head, using cross-sectional transverse axial, en face, and circular OCT imaging, may help distinguish papilledema from pseudopapilloedema, and identify outer retinal pathology. Innovations in OCT protocols and approaches including enhanced depth imaging (EDI), swept source (SS) techniques, and angiography (OCTA) may offer future insights regarding the potential pathogenesis of different optic neuropathies. Finally, recent developments in artificial intelligence (AI) utilizing OCT images may overcome longstanding challenges, which have plagued non-vision specialists who often struggle to perform reliable ophthalmoscopy. In this review, we aim to discuss the benefits and pitfalls of OCT, consider the practical applications of this technology in the assessment of optic neuropathies, and highlight scientific discoveries in the realm of optic nerve imaging that will ultimately change how neuro-ophthalmologists care for patients.
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Fibras Nervosas , Doenças do Nervo Óptico , Células Ganglionares da Retina , Tomografia de Coerência Óptica , Tomografia de Coerência Óptica/métodos , Humanos , Células Ganglionares da Retina/patologia , Doenças do Nervo Óptico/diagnóstico por imagem , Doenças do Nervo Óptico/diagnóstico , Fibras Nervosas/patologia , Nervo Óptico/diagnóstico por imagem , Nervo Óptico/patologia , Disco Óptico/diagnóstico por imagem , Disco Óptico/patologiaRESUMO
This paper presents a classification model for eye diseases utilizing attention mechanisms to learn features from fundus images and structures. The study focuses on diagnosing glaucoma by extracting retinal vessels and the optic disc from fundus images using a ResU-Net-based segmentation model and Hough Circle Transform, respectively. The extracted structures and preprocessed images were inputted into a CNN-based multi-input model for training. Comparative evaluations demonstrated that our model outperformed other research models in classifying glaucoma, even with a smaller dataset. Ablation studies confirmed that using attention mechanisms to learn fundus structures significantly enhanced performance. The study also highlighted the challenges in normal case classification due to potential feature degradation during structure extraction. Future research will focus on incorporating additional fundus structures such as the macula, refining extraction algorithms, and expanding the types of classified eye diseases.
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Algoritmos , Fundo de Olho , Glaucoma , Humanos , Glaucoma/diagnóstico por imagem , Glaucoma/patologia , Disco Óptico/diagnóstico por imagem , Disco Óptico/patologia , Processamento de Imagem Assistida por Computador/métodos , Redes Neurais de Computação , Vasos Retinianos/diagnóstico por imagem , Vasos Retinianos/patologia , Retina/diagnóstico por imagem , Retina/patologiaRESUMO
OBJECTIVES: This study aimed to quantitatively evaluate optic nerve head and retinal vascular parameters in children with hyperopia in relation to age and spherical equivalent refraction (SER) using artificial intelligence (AI)-based analysis of colour fundus photographs (CFP). METHODS AND ANALYSIS: This cross-sectional study included 324 children with hyperopia aged 3-12 years. Participants were divided into low hyperopia (SER+0.5 D to+2.0 D) and moderate-to-high hyperopia (SER≥+2.0 D) groups. Fundus parameters, such as optic disc area and mean vessel diameter, were automatically and quantitatively detected using AI. Significant variables (p<0.05) in the univariate analysis were included in a stepwise multiple linear regression. RESULTS: Overall, 324 children were included, 172 with low and 152 with moderate-to-high hyperopia. The median optic disc area and vessel diameter were 1.42 mm2 and 65.09 µm, respectively. Children with high hyperopia had larger superior neuroretinal rim (NRR) width and larger vessel diameter than those with low and moderate hyperopia. In the univariate analysis, axial length was significantly associated with smaller superior NRR width (ß=-3.030, p<0.001), smaller temporal NRR width (ß=-1.469, p=0.020) and smaller vessel diameter (ß=-0.076, p<0.001). A mild inverse correlation was observed between the optic disc area and vertical disc diameter with age. CONCLUSION: AI-based CFP analysis showed that children with high hyperopia had larger mean vessel diameter but smaller vertical cup-to-disc ratio than those with low hyperopia. This suggests that AI can provide quantitative data on fundus parameters in children with hyperopia.
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Inteligência Artificial , Hiperopia , Disco Óptico , Fotografação , Vasos Retinianos , Humanos , Hiperopia/diagnóstico , Hiperopia/fisiopatologia , Estudos Transversais , Masculino , Criança , Feminino , Pré-Escolar , Disco Óptico/diagnóstico por imagem , Disco Óptico/patologia , Disco Óptico/irrigação sanguínea , Vasos Retinianos/diagnóstico por imagem , Vasos Retinianos/patologia , Fotografação/métodos , Fundo de Olho , Acuidade Visual/fisiologia , Refração Ocular/fisiologiaRESUMO
PURPOSE: To assess the associations between physiology and demographics, non-ocular pathology and pharmaceutical drug use against peri-papillary retinal nerve fibre layer thickness (pRNFL T) and other optical coherence tomography (OCT) inner retinal measures in normal, healthy eyes. METHODS: A retrospective, cross-sectional study of 705 consecutive participants with bilateral normal, healthy optic nerves and maculae. PRNFL Ts, vertical cup/disc ratio (CDR), cup volume and macular ganglion cell layer-inner plexiform layer (GCL-IPL) Ts were extracted from Cirrus OCT scans, then regressed against predictor variables of participants' physiology and demographics (eye laterality, refraction, intraocular pressure [IOP], age, sex, race/ethnicity, etc.) and non-ocular pathology and pharmaceutical drug use according to the World Health Organisation classifications. Associations were assessed for statistical significance (p < 0.05) and clinical significance (|ß| > 95% limits of agreement for repeated measures). RESULTS: A multitude of non-ocular pathology and pharmaceutical drug use were statistically and clinically significantly associated with deviations in standard OCT inner retinal measures, exceeding the magnitude of other factors such as age, IOP and race/ethnicity. Thinner inner retina and larger optic nerve cup measures were linked to use of systemic corticosteroids, sex hormones/modulators, presence of vasomotor/allergic rhinitis and other diseases and drugs (up to -29.3 [-49.88, -8.72] µm pRNFL T, 0.31 [0.07, 0.54] vertical CDR, 0.29 [0.03, 0.54] mm3 cup volume and -10.18 [-16.62, -3.74] µm macular GCL-IPL T; all p < 0.05). Thicker inner retina and smaller optic nerve cup measures were diffusely associated with use of antineoplastic agents, presence of liver or urinary diseases and other diseases and drugs (up to 67.12 [64.92, 69.31] µm pRNFL T, -0.31 [-0.53, -0.09] vertical CDR, -0.06 [-0.11, 0] mm3 cup volume and 28.84 [14.51, 43.17] µm macular GCL-IPL T; all p < 0.05). CONCLUSION: There are a multitude of systemic diseases and drugs associated with altered OCT inner retinal measures, with magnitudes far exceeding those of other factors such as age, IOP and race/ethnicity. These systemic factors should at least be considered during OCT assessments to ensure precise interpretation of normal versus pathological inner retinal health.
Assuntos
Fibras Nervosas , Células Ganglionares da Retina , Tomografia de Coerência Óptica , Humanos , Tomografia de Coerência Óptica/métodos , Estudos Transversais , Masculino , Estudos Retrospectivos , Feminino , Pessoa de Meia-Idade , Adulto , Fibras Nervosas/patologia , Células Ganglionares da Retina/patologia , Idoso , Pressão Intraocular/fisiologia , Adulto Jovem , Disco Óptico/diagnóstico por imagem , Disco Óptico/patologia , AdolescenteRESUMO
BACKGROUND AND PURPOSE: Morning glory disc anomaly (MGDA) is a congenital malformation characterized by a funnel-shaped optic disc excavation with radiating vessels and a central glial tuft. Imaging is essential to evaluate associated cephalocele and steno-occlusive vasculopathy. The goal of this study was to assess optic nerve, chiasmatic, and sphenoid bone morphology in MGDA. MATERIALS AND METHODS: This retrospective study examined all subjects with funduscopically confirmed MGDA diagnosed and imaged with brain MR imaging between 2008 and 2023. RESULTS: Thirty-two children met inclusion criteria. Ocular involvement was unilateral in 29 subjects and bilateral in 3. Segmental optic nerve enlargement ipsilateral to the MGDA was seen in 21 subjects, with 3 also demonstrating a segmental reduction in the size of the ipsilateral optic nerve. Segmental reduction in the size of the ipsilateral optic nerve was present in 3 additional subjects, one with bilateral MGDA. The optic chiasm appeared asymmetrically thickened in 21 subjects, often with deformity. The optic nerves appeared normal in signal intensity in all subjects, with faint peripheral chiasmatic enhancement in 4 of 20 patients who received contrast. Optic nerve findings were stable in 15 subjects with multiple examinations. A persistent craniopharyngeal canal was identified in 17 subjects with sphenoid cephalocele in 1 and mild inferior pituitary gland displacement in 4. Tubular or nodular nasopharyngeal lesions were seen in 10 subjects. One subject had an off-midline sphenoid bone cleft, midbrain deformity, and abnormal thickening of and enhancement around the left oculomotor nerve; the oculomotor nerve finding was present in 1 additional patient. CONCLUSIONS: MGDA often manifests with ipsilateral optic nerve thickening, leading to a potential misdiagnosis as optic glioma. MGDA is also commonly associated with a persistent craniopharyngeal canal with variable pituitary gland and infundibular deformity, cephalocele, and tubular or nodular nasopharyngeal lesions.
Assuntos
Imageamento por Ressonância Magnética , Disco Óptico , Humanos , Feminino , Masculino , Estudos Retrospectivos , Criança , Imageamento por Ressonância Magnética/métodos , Disco Óptico/diagnóstico por imagem , Disco Óptico/anormalidades , Disco Óptico/patologia , Pré-Escolar , Adolescente , Lactente , Fenótipo , Osso Esfenoide/diagnóstico por imagem , Osso Esfenoide/anormalidades , Osso Esfenoide/patologia , Quiasma Óptico/diagnóstico por imagem , Quiasma Óptico/anormalidades , Quiasma Óptico/patologia , Anormalidades do Olho/diagnóstico por imagem , Anormalidades do Olho/patologiaRESUMO
Purpose: To compare rates of retinal nerve fiber layer change over time in healthy, eyes with nonprogressing glaucoma and eyes with progressing glaucoma using single wide-field (SWF) and optic nerve head (ONH) cube scan optical coherence tomography (OCT) images. Methods: Forty-five eyes of 25 healthy individuals and 263 eyes of 161 glaucoma patients from the Diagnostic Innovations in Glaucoma Study were included. All eyes underwent 24-2 visual field testing and OCT (Spectralis SD-OCT) ONH and macular imaging. SWF images (up to 43° × 28°) were created by stitching together ONH cube scans centered on the optic disc and macular cube scans centered on the fovea. Visual field progression was defined as guided progression analysis likely progression and/or a significant (P < 0.01) mean deviation slope of less than -1.0 dB/year. Mixed effects models were used to compare rates of change. Highly myopic eyes were included. Results: Thirty glaucomatous eyes were classified as progressing. In eyes with glaucoma, mean global rate of change was -1.22 µm/year (P < 0.001) using SWF images and -0.83 µm/year (P = 0.003) using ONH cube scans. Rate of change was significantly greater in eyes with progressing glaucoma compared with eyes with nonprogressing glaucoma (-1.51 µm/year vs. -1.24 µm/year; P = 0.002) using SWF images and was similar using ONH cube scans (P = 0.27). Conclusions: In this cohort that includes eyes with and without high axial myopia, the mean rate of retinal nerve fiber layer thinning measured using SWF images was faster in eyes with progressing glaucoma than in eyes with nonprogressing glaucoma. Wide-field OCT images including the ONH and macula can be effective for monitoring glaucomatous progression in patients with and without high myopia.
Assuntos
Progressão da Doença , Glaucoma , Pressão Intraocular , Fibras Nervosas , Disco Óptico , Células Ganglionares da Retina , Tomografia de Coerência Óptica , Campos Visuais , Humanos , Tomografia de Coerência Óptica/métodos , Feminino , Masculino , Campos Visuais/fisiologia , Pessoa de Meia-Idade , Células Ganglionares da Retina/patologia , Fibras Nervosas/patologia , Disco Óptico/patologia , Disco Óptico/diagnóstico por imagem , Pressão Intraocular/fisiologia , Idoso , Glaucoma/diagnóstico , Glaucoma/diagnóstico por imagem , Testes de Campo Visual , AdultoRESUMO
PURPOSE: The aim of this study was to investigate the peripapillary choroidal vascular changes in thyroid orbitopathy (TO). METHODS: The study included 20 eyes of 10 patients with active TO (aTO), 30 eyes of 15 patients with inactive TO (inaTO) and 30 eyes of 30 healthy subjects. The peripapillary choroidal vascular change was assessed with peripapillary choroidal vascular index (pCVI), peripapillary choroidal luminal area (pLA), peripapillary choroidal stromal area (pSA), peripapillary total choroidal area (pTCA). RESULTS: Compared to the control group, there was a reduction in the nasal and temporal areas of pCVI in both the aTO and inaTO groups (aTO vs control: nasal p = 0.001 and temporal p = 0.004; inaTO vs control: nasal p = 0.007 and temporal p < 0.001), while the inferior area was lower only in the inaTO group (p = 0.001). Compared to the other groups, the inaTO group exhibited a decrease pSA (vs aTO: total p = 0.004, inferior p = 0.02 and vs control: total p = 0.01, inferior p = 0.03), pLA (vs aTO: total p = 0.02, inferior p = 0.02, temporal p < 0.001 and vs control: total p = 0.002, inferior p < 0.001, temporal p < 0.001) and pTCA (vs aTO: total p = 0.009, inferior p = 0.01, temporal p < 0.001 and vs control: total p = 0.003, inferior p = 0.001, temporal p < 0.001). CONCLUSION: The horizontal area (nasal and temporal area) of the peripapillary choroidal vascular structure may be more sensitive than the vertical area in TO patients. The first affected quadrant of RPC-VD in the active TO may be the inferior quadrant. Structural or vascular choroidal changes may occur during the chronic or post-active phase of the disease.