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1.
Transl Vis Sci Technol ; 13(6): 1, 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38829624

ABSTRACT

Purpose: Deep learning architectures can automatically learn complex features and patterns associated with glaucomatous optic neuropathy (GON). However, developing robust algorithms requires a large number of data sets. We sought to train an adversarial model for generating high-quality optic disc images from a large, diverse data set and then assessed the performance of models on generated synthetic images for detecting GON. Methods: A total of 17,060 (6874 glaucomatous and 10,186 healthy) fundus images were used to train deep convolutional generative adversarial networks (DCGANs) for synthesizing disc images for both classes. We then trained two models to detect GON, one solely on these synthetic images and another on a mixed data set (synthetic and real clinical images). Both the models were externally validated on a data set not used for training. The multiple classification metrics were evaluated with 95% confidence intervals. Models' decision-making processes were assessed using gradient-weighted class activation mapping (Grad-CAM) techniques. Results: Following receiver operating characteristic curve analysis, an optimal cup-to-disc ratio threshold for detecting GON from the training data was found to be 0.619. DCGANs generated high-quality synthetic disc images for healthy and glaucomatous eyes. When trained on a mixed data set, the model's area under the receiver operating characteristic curve attained 99.85% on internal validation and 86.45% on external validation. Grad-CAM saliency maps were primarily centered on the optic nerve head, indicating a more precise and clinically relevant attention area of the fundus image. Conclusions: Although our model performed well on synthetic data, training on a mixed data set demonstrated better performance and generalization. Integrating synthetic and real clinical images can optimize the performance of a deep learning model in glaucoma detection. Translational Relevance: Optimizing deep learning models for glaucoma detection through integrating DCGAN-generated synthetic and real-world clinical data can be improved and generalized in clinical practice.


Subject(s)
Deep Learning , Glaucoma , Optic Disk , Optic Nerve Diseases , ROC Curve , Humans , Optic Disk/diagnostic imaging , Optic Disk/pathology , Optic Nerve Diseases/diagnostic imaging , Optic Nerve Diseases/diagnosis , Glaucoma/diagnostic imaging , Glaucoma/diagnosis , Female , Male , Middle Aged , Algorithms
2.
Am J Ophthalmol ; 259: 7-14, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38708401

ABSTRACT

Purpose: To evaluate the diagnostic accuracy of retinal nerve fiber layer thickness (RNFLT) by spectral-domain optical coherence tomography (OCT) in primary open-angle glaucoma (POAG) in eyes of African (AD) and European descent (ED). Design: Comparative diagnostic accuracy analysis by race. Participants: 379 healthy eyes (125 AD and 254 ED) and 442 glaucomatous eyes (226 AD and 216 ED) from the Diagnostic Innovations in Glaucoma Study and the African Descent and Glaucoma Evaluation Study. Methods: Spectralis (Heidelberg Engineering GmbH) and Cirrus (Carl Zeiss Meditec) OCT scans were taken within one year from each other. Main Outcome Measures: Diagnostic accuracy of RNFLT measurements. Results: Diagnostic accuracy for Spectralis-RNFLT was significantly lower in eyes of AD compared to those of ED (area under the receiver operating curve [AUROC]: 0.85 and 0.91, respectively, P=0.04). Results for Cirrus-RNFLT were similar but did not reach statistical significance (AUROC: 0.86 and 0.90 in AD and ED, respectively, P =0.33). Adjustments for age, central corneal thickness, axial length, disc area, visual field mean deviation, and intraocular pressure yielded similar results. Conclusions: OCT-RNFLT has lower diagnostic accuracy in eyes of AD compared to those of ED. This finding was generally robust across two OCT instruments and remained after adjustment for many potential confounders. Further studies are needed to explore the potential sources of this difference.


Subject(s)
Glaucoma, Open-Angle , Intraocular Pressure , Nerve Fibers , Optic Disk , ROC Curve , Retinal Ganglion Cells , Tomography, Optical Coherence , Visual Fields , White People , Humans , Glaucoma, Open-Angle/ethnology , Glaucoma, Open-Angle/diagnosis , Tomography, Optical Coherence/methods , Nerve Fibers/pathology , Retinal Ganglion Cells/pathology , Female , Male , Middle Aged , Intraocular Pressure/physiology , Visual Fields/physiology , White People/ethnology , Reproducibility of Results , Aged , Optic Disk/pathology , Optic Disk/diagnostic imaging , Optic Nerve Diseases/diagnosis , Optic Nerve Diseases/ethnology , Black or African American/ethnology , Area Under Curve , Sensitivity and Specificity
3.
Int Ophthalmol ; 44(1): 222, 2024 May 08.
Article in English | MEDLINE | ID: mdl-38717530

ABSTRACT

PURPOSE: To assess the effectiveness of tocilizumab in reverting the signs and symptoms of dysthyroid optic neuropathy (DON) in thyroid eye disease and the need for emergency orbital decompression. The secondary outcomes are to identify the optimal number of tocilizumab cycles to achieve the primary outcome, to analyze the association between thyroid stimulating immunoglobulin (TSI), clinical activity score (CAS) and proptosis in response to the treatment and the need for rehabilitative orbital decompression. METHODS: Prospective longitudinal cohort study that included 13 patients who had unilateral or bilateral dysthyroid optic neuropathy (DON) due to severe and progressive sight-threatening thyroid eye disease based on the CAS system. Patients were seen in this facility starting from July 2017, and all had received intravenous tocilizumab. RESULTS: Initial visual acuity mean was 0.52 ± 0.38 and the final were 0.93 ± 0.11 with a mean difference of 0.41 and P < 0.00245. The mean CAS prior to the initiation of the treatment was 7.92 ± 0.66 and the final was 2.85 ± 1.03 with mean difference of 5.07 and P < 0.00001. Initial mean proptosis was 24.85 ± 2.31 and the final was 21.78 ± 2.18 with a mean difference of 3.07 and P < 0.000497. No emergency orbital decompression was performed. TSI was high initially in all cases with a wide range of 2.4 to 40 IU/L and with a mean of 10.70 ± 13.40. The final TSI mean was 2.90 ± 3.90 with a mean difference of 7.81 and significant P value (P < 0.0272). CONCLUSION: Tocilizumab use in optic nerve compression showed promising results as it can be the primary or an alternative treatment option.


Subject(s)
Antibodies, Monoclonal, Humanized , Graves Ophthalmopathy , Visual Acuity , Humans , Prospective Studies , Male , Antibodies, Monoclonal, Humanized/administration & dosage , Antibodies, Monoclonal, Humanized/therapeutic use , Female , Graves Ophthalmopathy/complications , Graves Ophthalmopathy/drug therapy , Middle Aged , Adult , Optic Nerve Diseases/etiology , Optic Nerve Diseases/diagnosis , Optic Nerve Diseases/drug therapy , Decompression, Surgical/methods , Follow-Up Studies , Aged , Treatment Outcome , Nerve Compression Syndromes/etiology , Nerve Compression Syndromes/drug therapy , Nerve Compression Syndromes/diagnosis
4.
Transl Vis Sci Technol ; 13(5): 20, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38780955

ABSTRACT

Purpose: We sough to develop an automatic method of quantifying optic disc pallor in fundus photographs and determine associations with peripapillary retinal nerve fiber layer (pRNFL) thickness. Methods: We used deep learning to segment the optic disc, fovea, and vessels in fundus photographs, and measured pallor. We assessed the relationship between pallor and pRNFL thickness derived from optical coherence tomography scans in 118 participants. Separately, we used images diagnosed by clinical inspection as pale (n = 45) and assessed how measurements compared with healthy controls (n = 46). We also developed automatic rejection thresholds and tested the software for robustness to camera type, image format, and resolution. Results: We developed software that automatically quantified disc pallor across several zones in fundus photographs. Pallor was associated with pRNFL thickness globally (ß = -9.81; standard error [SE] = 3.16; P < 0.05), in the temporal inferior zone (ß = -29.78; SE = 8.32; P < 0.01), with the nasal/temporal ratio (ß = 0.88; SE = 0.34; P < 0.05), and in the whole disc (ß = -8.22; SE = 2.92; P < 0.05). Furthermore, pallor was significantly higher in the patient group. Last, we demonstrate the analysis to be robust to camera type, image format, and resolution. Conclusions: We developed software that automatically locates and quantifies disc pallor in fundus photographs and found associations between pallor measurements and pRNFL thickness. Translational Relevance: We think our method will be useful for the identification, monitoring, and progression of diseases characterized by disc pallor and optic atrophy, including glaucoma, compression, and potentially in neurodegenerative disorders.


Subject(s)
Deep Learning , Nerve Fibers , Optic Disk , Photography , Software , Tomography, Optical Coherence , Humans , Optic Disk/diagnostic imaging , Optic Disk/pathology , Tomography, Optical Coherence/methods , Male , Female , Middle Aged , Nerve Fibers/pathology , Photography/methods , Adult , Retinal Ganglion Cells/pathology , Retinal Ganglion Cells/cytology , Aged , Optic Nerve Diseases/diagnostic imaging , Optic Nerve Diseases/diagnosis , Optic Nerve Diseases/pathology , Fundus Oculi
5.
Genes (Basel) ; 15(5)2024 Apr 24.
Article in English | MEDLINE | ID: mdl-38790159

ABSTRACT

Inherited optic neuropathies (IONs) are rare genetic diseases characterized by progressive visual loss due the atrophy of optic nerves. The standard diagnostic workup involving next-generation sequencing panels has a diagnostic yield of about forty percent. In the other 60% of the patients with a clinical diagnosis of ION, the underlying genetic variants remain unknown. In this case study, we describe a potentially new disease-associated gene, NSUN3, for IONs. The proband was a young woman with consanguineous parents. She presented with bilateral optic atrophy and nystagmus at the age of seven years. Genetic testing revealed the homozygous variant c.349_352dup p.(Ala118Glufs*45) in NSUN3, with a segregation in the family compatible with autosomal recessive inheritance. Additional functional analysis showed decreased NSUN3 mRNA levels, slightly diminished mitochondrial complex IV levels, and decreased cell respiration rates in patient fibroblasts compared to healthy controls. In conclusion, pathogenic variants in NSUN3 can cause optic neuropathy. Trio whole-exome sequencing should be considered as a diagnostic strategy in ION cases where standard diagnostic analysis does not reveal disease-causing variants.


Subject(s)
Optic Nerve Diseases , Pedigree , Humans , Female , Optic Nerve Diseases/genetics , Optic Nerve Diseases/diagnosis , Mutation , Methyltransferases/genetics , Child , Mitochondria/genetics , Mitochondria/pathology , Adult
6.
Turk J Ophthalmol ; 54(2): 83-89, 2024 Apr 19.
Article in English | MEDLINE | ID: mdl-38645613

ABSTRACT

Objectives: To review the current literature related to the correlation between translaminar pressure difference (TLPD) and glaucoma. Materials and Methods: In this article, we conducted a literature review using MEDLINE via PubMed, Cochrane Eyes and Vision, and Google Scholar from 01/01/2010 to 31/12/2022. Search terms included "glaucoma", "intraocular pressure", "translaminar cribrosa pressure gradient/difference", "intracranial pressure", and "cerebrospinal fluid pressure". Of 471 results, 8 articles were selected for the meta-analysis. Results: Our meta-analysis demonstrated significantly higher intraocular pressure, lower cerebrospinal fluid pressure (CSFp), and greater TLPD in high-tension and normal-tension glaucoma groups compared to healthy groups. Conclusion: The differences in CSFp and TLPD between glaucoma and healthy people detected in current studies suggests a potential relationship between TLPD and glaucoma.


Subject(s)
Intraocular Pressure , Optic Nerve Diseases , Humans , Intraocular Pressure/physiology , Optic Nerve Diseases/diagnosis , Optic Nerve Diseases/etiology , Optic Nerve Diseases/physiopathology , Cerebrospinal Fluid Pressure/physiology , Glaucoma/physiopathology , Tonometry, Ocular , Low Tension Glaucoma/physiopathology , Low Tension Glaucoma/diagnosis
7.
Transl Vis Sci Technol ; 13(4): 28, 2024 Apr 02.
Article in English | MEDLINE | ID: mdl-38648051

ABSTRACT

Purpose: Retinal and optic nerve diseases have become the primary cause of irreversible vision loss and blindness. However, there is still a lack of thorough evaluation regarding their prevalence in China. Methods: This artificial intelligence-based national screening study applied a previously developed deep learning algorithm, named the Retinal Artificial Intelligence Diagnosis System (RAIDS). De-identified personal medical records from January 2019 to December 2021 were extracted from 65 examination centers in 19 provinces of China. Crude prevalence and age-sex-adjusted prevalence were calculated by mapping to the standard population in the seventh national census. Results: In 2021, adjusted referral possible glaucoma (63.29, 95% confidence interval [CI] = 57.12-68.90 cases per 1000), epiretinal macular membrane (21.84, 95% CI = 15.64-29.22), age-related macular degeneration (13.93, 95% CI = 11.09-17.17), and diabetic retinopathy (11.33, 95% CI = 8.89-13.77) ranked the highest among 10 diseases. Female participants had significantly higher adjusted prevalence of pathologic myopia, yet a lower adjusted prevalence of diabetic retinopathy, referral possible glaucoma, and hypertensive retinopathy than male participants. From 2019 to 2021, the adjusted prevalence of retinal vein occlusion (0.99, 95% CI = 0.73-1.26 to 1.88, 95% CI = 1.42-2.44), macular hole (0.59, 95% CI = 0.41-0.82 to 1.12, 95% CI = 0.76-1.51), and hypertensive retinopathy (0.53, 95% CI = 0.40-0.67 to 0.77, 95% CI = 0.60-0.95) significantly increased. The prevalence of diabetic retinopathy in participants under 50 years old significant increased. Conclusions: Retinal and optic nerve diseases are an important public health concern in China. Further well-conceived epidemiological studies are required to validate the observed increased prevalence of diabetic retinopathy, hypertensive retinopathy, retinal vein occlusion, and macular hole nationwide. Translational Relevance: This artificial intelligence system can be a potential tool to monitor the prevalence of major retinal and optic nerve diseases over a wide geographic area.


Subject(s)
Artificial Intelligence , Optic Nerve Diseases , Retinal Diseases , Humans , China/epidemiology , Prevalence , Male , Female , Middle Aged , Adult , Aged , Retinal Diseases/epidemiology , Retinal Diseases/diagnosis , Optic Nerve Diseases/epidemiology , Optic Nerve Diseases/diagnosis , Young Adult , Adolescent , Mass Screening/methods , Aged, 80 and over
8.
J Glaucoma ; 33(6): 394-399, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38647412

ABSTRACT

PRCIS: A lifetime history of greater smoking consumption was associated with faster vessel density loss over time. Smoking intensity should be considered when assessing the risk of glaucoma progression, as well as its management. PURPOSE: To investigate the relationship of smoking and smoking intensity, with the rate of optic nerve head (ONH) whole image capillary density (wiCD) loss in primary open angle glaucoma (POAG) and glaucoma suspect patients. METHODS: In this longitudinal study, patients with POAG who had at least 2 years of follow-up and optical coherence tomography angiography (OCTA) performed at a minimum of 4 visits were selected for study. The smoking intensity was calculated as the pack-year at the baseline OCTA. Univariable and multivariable linear mixed models were used to determine the effect of each parameter on the rates of wiCD loss over time. Nonlinear least-squares estimation with piecewise regression model was used to investigate the cutoff point for the relationship between wiCD loss and smoking intensity. RESULTS: One hundred sixty-four eyes (69 glaucoma suspect and 95 POAG) of 110 patients were included with a mean (95% CI) follow-up of 4.0 (3.9 to 4.1) years. Of the 110 patients, 50 (45.5%) had a reported history of smoking. Greater smoking intensity was associated with faster wiCD loss [-0.11 (-0.23 to 0.00)] %/year per 10 pack-year higher; P =0.048) after adjusting for covariates. The wiCD thinning became significantly faster when smoking intensity was greater than 22.2 pack-years. Smoking had no effect on the rate of wiCD thinning in patients who smoked <22.2 pack-years during their lifetime. CONCLUSIONS: A history of greater smoking consumption was associated with faster vessel density loss, suggesting smoking intensity as a potential risk factor for glaucoma.


Subject(s)
Disease Progression , Glaucoma, Open-Angle , Intraocular Pressure , Optic Disk , Retinal Vessels , Smoking , Tomography, Optical Coherence , Humans , Optic Disk/blood supply , Male , Female , Glaucoma, Open-Angle/physiopathology , Glaucoma, Open-Angle/diagnosis , Tomography, Optical Coherence/methods , Middle Aged , Intraocular Pressure/physiology , Smoking/adverse effects , Aged , Retinal Vessels/diagnostic imaging , Retinal Vessels/pathology , Visual Fields/physiology , Retinal Ganglion Cells/pathology , Follow-Up Studies , Ocular Hypertension/physiopathology , Nerve Fibers/pathology , Fluorescein Angiography/methods , Risk Factors , Optic Nerve Diseases/diagnosis , Optic Nerve Diseases/etiology , Microvascular Density , Longitudinal Studies
9.
Indian J Ophthalmol ; 72(5): 637-647, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38648432

ABSTRACT

Ocular symptoms can be the presenting manifestation of Takayasu arteritis (TA) or could be indicative of disease reactivation. A review of published literature related to posterior segment manifestations of TA by using the keywords "Takayasu arteritis," "ophthalmic manifestations," "retina," "retinopathy," "ocular," "optic nerve," and "optic neuropathy" was performed. In total, 62 case reports and 12 case series were included. The majority of the articles were from Asia (n = 47, 64%). Females outnumbered males in the ratio of 7:1. The mean age of patients was 33 years (range: 8-78 years, SD: 13.5 years). In 58% (n = 41 out of 71) cases, ocular symptoms were the presenting manifestation of the underlying disease. Hypotensive retinopathy was found in 70% of eyes, and hypertensive retinopathy was found in 27%. The mean presenting visual acuity (VA) was +1.03 logMAR (range: -0.12 to 3, SD: 1.07), and at the final follow-up was +1.02 logMAR (range: -0.12 to 3, SD 1.17). VA improved in 34% (n = 29/86), remained stable in 45% (39/86), and worsened in 21% (18/86). The mean follow-up was 9 months (range: 0.5-204, SD: 16 months).


Subject(s)
Takayasu Arteritis , Humans , Takayasu Arteritis/diagnosis , Takayasu Arteritis/complications , Posterior Eye Segment/pathology , Visual Acuity , Retinal Diseases/etiology , Retinal Diseases/diagnosis , Optic Nerve Diseases/etiology , Optic Nerve Diseases/diagnosis , Optic Nerve Diseases/physiopathology
10.
Doc Ophthalmol ; 148(3): 155-166, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38622306

ABSTRACT

PURPOSE: The aim of this neurophysiological study was to retrospectively analyze visual evoked potentials (VEPs) acquired during an examination for diagnosing optic nerve involvement in patients with Lyme neuroborreliosis (LNB). Attention was focused on LNB patients with peripheral facial palsy (PFP) and optic nerve involvement. METHODS: A total of 241 Czech patients were classified as having probable/definite LNB (193/48); of these, 57 were younger than 40 years, with a median age of 26.3 years, and 184 were older than 40 years, with a median age of 58.8 years. All patients underwent pattern-reversal (PVEP) and motion-onset (MVEP) VEP examinations. RESULTS: Abnormal VEP results were observed in 150/241 patients and were noted more often in patients over 40 years (p = 0.008). Muscle/joint problems and paresthesia were observed to be significantly more common in patients older than 40 years (p = 0.002, p = 0.030), in contrast to headache and decreased visual acuity, which were seen more often in patients younger than 40 years (p = 0.001, p = 0.033). Peripheral facial palsy was diagnosed in 26/241 LNB patients. Among patients with PFP, VEP peak times above the laboratory limit was observed in 22 (84.6%) individuals. Monitoring of patients with PFP and pathological VEP showed that the adjustment of visual system function occurred in half of the patients in one to more years, in contrast to faster recovery from peripheral facial palsy within months in most patients. CONCLUSION: In LNB patients, VEP helps to increase sensitivity of an early diagnostic process.


Subject(s)
Evoked Potentials, Visual , Lyme Neuroborreliosis , Optic Nerve Diseases , Humans , Lyme Neuroborreliosis/physiopathology , Lyme Neuroborreliosis/diagnosis , Lyme Neuroborreliosis/complications , Middle Aged , Adult , Evoked Potentials, Visual/physiology , Retrospective Studies , Male , Female , Optic Nerve Diseases/physiopathology , Optic Nerve Diseases/diagnosis , Aged , Young Adult , Adolescent , Facial Paralysis/physiopathology , Facial Paralysis/diagnosis , Child , Aged, 80 and over , Visual Acuity/physiology , Optic Nerve/physiopathology
11.
Medicina (Kaunas) ; 60(3)2024 Mar 02.
Article in English | MEDLINE | ID: mdl-38541154

ABSTRACT

Glaucoma is one of the leading causes of irreversible blindness in the world. Early diagnosis and treatment increase the chances of preserving vision. However, despite advances in techniques for the functional and structural assessment of the retina, specialists still encounter many challenges, in part due to the different presentations of the standard optic nerve head (ONH) in the population, the lack of explicit references that define the limits of glaucomatous optic neuropathy (GON), specialist experience, and the quality of patients' responses to some ancillary exams. Computer vision uses deep learning (DL) methodologies, successfully applied to assist in the diagnosis and progression of GON, with the potential to provide objective references for classification, avoiding possible biases in experts' decisions. To this end, studies have used color fundus photographs (CFPs), functional exams such as visual field (VF), and structural exams such as optical coherence tomography (OCT). However, it is still necessary to know the minimum limits of detection of GON characteristics performed through these methodologies. This study analyzes the use of deep learning (DL) methodologies in the various stages of glaucoma screening compared to the clinic to reduce the costs of GON assessment and the work carried out by specialists, to improve the speed of diagnosis, and to homogenize opinions. It concludes that the DL methodologies used in automated glaucoma screening can bring more robust results closer to reality.


Subject(s)
Glaucoma , Optic Disk , Optic Nerve Diseases , Humans , Optic Disk/diagnostic imaging , Glaucoma/diagnosis , Optic Nerve Diseases/diagnosis , Optic Nerve , Mass Screening , Tomography, Optical Coherence
12.
Eye (Lond) ; 38(9): 1734-1741, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38472378

ABSTRACT

PURPOSE: Addressing Dysthyroid Optic Neuropathy (DON) is crucial due to its debilitating impact in thyroid eye disease (TED). Prompt treatment can preserve vision. Despite lacking definitive diagnostic criteria, computed tomography's (CT) parameters are commonly used for diagnosis. However, these parameters exist without consensus on their diagnostic performance. DESIGN: Systematic review and meta-analysis. METHODS: We conducted a meta-analysis of studies assessing orbital CT diagnostic performance for DON in adults with TED. We searched various databases including Medline, PubMed, Scopus, and EMBASE, and others electronic databases, until July 2023. Evaluated CT parameters includes Barrett index (BI), fat prolapse via superior-orbital-fissure (SOF), superior-ophthalmic-vein-dilatation (SOVD), and the Nugent score. Diagnostic Test Accuracy analysis (DTA) was performed using R. RESULTS: A total of 9 articles with documented target parameters, collectively analysed 212 orbits with DON. Nugent score exhibited highest diagnostic ability with a log diagnostic odd ratio (logDOR) of 2.64 (95% CI, 2.02, 3.25). Another significant DON indicator was a BI ≥ 50%, with a logDOR of 1.97 (95% CI, 1.17; 2.77). Conversely, fat prolapse via SOF and SOVD proved less sensitive, with a logDOR of 1.42 and 1.09 respectively. Regarding the SROC curve, Nugent score and the BI have the greatest AUC. Variations in study locale, participant demographics, and measurement methods accounted for heterogeneity in meta-analysis. CONCLUSIONS: Nugent score and a BI ≥ 50% prove to be significant diagnostic parameters for DON, distinguishing them from fat prolapse via SOF and SOVD. Prioritizing these parameters can lead to prompt treatment and thus enhanced visual outcomes. PROSPERO REGISTRATION NUMBER: CRD42023446376.


Subject(s)
Graves Ophthalmopathy , Optic Nerve Diseases , Orbit , Tomography, X-Ray Computed , Humans , Graves Ophthalmopathy/diagnostic imaging , Graves Ophthalmopathy/diagnosis , Tomography, X-Ray Computed/methods , Optic Nerve Diseases/diagnostic imaging , Optic Nerve Diseases/diagnosis , Optic Nerve Diseases/physiopathology , Orbit/diagnostic imaging
13.
Korean J Ophthalmol ; 38(2): 91-97, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38351490

ABSTRACT

PURPOSE: We aimed to investigate the visual recovery time in patients with ethambutol-induced toxic optic neuropathy (EON) and identify the factors associated with the visual recovery time. METHODS: In this retrospective cohort study, we reviewed the medical records of 35 eyes from 35 patients with EON. Visual recovery was defined as a gain of three or more lines from the nadir. RESULTS: Patients were observed following discontinuation of ethambutol (EMB), with the mean follow-up period of 21.0 ± 16.0 months. The visual acuity at nadir was logarithm of the minimum angle of resolution 1.4 ± 0.4, and the final visual acuity was logarithm of the minimum angle of resolution 0.6 ± 0.5. Twenty-seven eyes (77.1%) showed significant visual recovery. In Kaplan-Meier survival, the mean estimated time for visual recovery was 15.2 ± 3.0 months, and 50% of the patients experienced visual recovery at 8.3 ± 2.2 months following EMB discontinuation. Multivariate Cox regression analysis identified several significant risk factors for delayed visual recovery, including duration of EMB medication ≤6 months, period from symptom onset to EMB discontinuation >14 days, and baseline peripapillary retinal nerve fiber layer thickness >98 µm. CONCLUSIONS: Our study indicated a mean time of visual recovery of 15 months for EON cases. Therefore, patients diagnosed with EON should be followed up for more than 1 to 2 years to evaluate their visual recovery. Delayed EMB discontinuation, short duration of EMB use, and initial peripapillary retinal nerve fiber layer thickening were associated with delayed visual recovery. Therefore, patients taking EMB should be followed up regularly for early detection of EON and immediate discontinuation of EMB to prevent severe damage to the optic nerve.


Subject(s)
Ethambutol , Optic Nerve Diseases , Humans , Ethambutol/adverse effects , Antitubercular Agents/adverse effects , Toxic Optic Neuropathy , Retrospective Studies , Optic Nerve Diseases/chemically induced , Optic Nerve Diseases/diagnosis , Tomography, Optical Coherence
14.
Eye (Lond) ; 38(8): 1581-1585, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38341494

ABSTRACT

OBJECTIVE: FFA is a well-established investigation for the diagnosis of optic nerve abnormalities, requiring an intravenous cannula and extended imaging acquisition time. Cannulation can present a challenge in paediatric patients and whilst oral FFA has been used for decades, it has been limited by imaging technology and unconfirmed image acquisition timings. For years, we have used a modern ultra-widefield retinal camera, and established imaging time-points to demonstrate dynamic optic nerve head changes upon ingestion of fluorescein and collected a database of oFFA images for various presentations. METHODS: Using an established protocol, optic nerve colour images were obtained, followed by oral administration of fluorescein dye. The optic nerves are then imaged at established intervals. An interpretation of oFFA tutorial was delivered to consultant ophthalmologists and trainees. Subsequently, these groups were assessed using a series of fifteen cases with the sensitivity and specificity of the test determined. RESULTS: Our study presents a series of images and descriptions for common optic nerve abnormalities in paediatric populations. In the interpretation part of the study, overall sensitivity of 76.8% in the consultant group vs 63.3% in the combined consultant + trainees and specificity of 87.5% vs 68.4% in the combined group. CONCLUSIONS: This is the first study that describes characteristic features of several common, and serious, optic nerve abnormalities specifically for oFFA interpretation in a paediatric population. It also highlights the rapid accumulation of oFFA interpretation skills in non-specialist consultant and trainee ophthalmologists such as to obtain a high diagnostic accuracy with high sensitivity and specificity.


Subject(s)
Fluorescein Angiography , Optic Nerve Diseases , Humans , Child , Fluorescein Angiography/methods , Male , Female , Child, Preschool , Optic Nerve Diseases/diagnosis , Optic Nerve Diseases/diagnostic imaging , Fluorescein/administration & dosage , Administration, Oral , Adolescent , Infant , Optic Disk/diagnostic imaging , Sensitivity and Specificity , Fluorescent Dyes/administration & dosage , Optic Nerve/diagnostic imaging , Optic Nerve/abnormalities
15.
Am J Ophthalmol ; 262: 141-152, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38354971

ABSTRACT

PURPOSE: Identifying glaucoma patients at high risk of progression based on widely available structural data is an unmet task in clinical practice. We test the hypothesis that baseline or serial structural measures can predict visual field (VF) progression with deep learning (DL). DESIGN: Development of a DL algorithm to predict VF progression. METHODS: 3,079 eyes (1,765 patients) with various types of glaucoma and ≥5 VFs, and ≥3 years of follow-up from a tertiary academic center were included. Serial VF mean deviation (MD) rates of change were estimated with linear-regression. VF progression was defined as negative MD slope with p<0.05. A Siamese Neural Network with ResNet-152 backbone pre-trained on ImageNet was designed to predict VF progression using serial optic-disc photographs (ODP), and baseline retinal nerve fiber layer (RNFL) thickness. We tested the model on a separate dataset (427 eyes) with RNFL data from different OCT. The Main Outcome Measure was Area under ROC curve (AUC). RESULTS: Baseline average (SD) MD was 3.4 (4.9)dB. VF progression was detected in 900 eyes (29%). AUC (95% CI) for model incorporating baseline ODP and RNFL thickness was 0.813 (0.757-0.869). After adding the second and third ODPs, AUC increased to 0.860 and 0.894, respectively (p<0.027). This model also had highest AUC (0.911) for predicting fast progression (MD rate <1.0 dB/year). Model's performance was similar when applied to second dataset using RNFL data from another OCT device (AUC=0.893; 0.837-0.948). CONCLUSIONS: DL model predicted VF progression with clinically relevant accuracy using baseline RNFL thickness and serial ODPs and can be implemented as a clinical tool after further validation.


Subject(s)
Deep Learning , Disease Progression , Intraocular Pressure , Nerve Fibers , Optic Disk , ROC Curve , Retinal Ganglion Cells , Tomography, Optical Coherence , Visual Field Tests , Visual Fields , Humans , Visual Fields/physiology , Retinal Ganglion Cells/pathology , Tomography, Optical Coherence/methods , Female , Male , Nerve Fibers/pathology , Optic Disk/pathology , Optic Disk/diagnostic imaging , Middle Aged , Intraocular Pressure/physiology , Aged , Glaucoma/physiopathology , Glaucoma/diagnosis , Follow-Up Studies , Algorithms , Vision Disorders/physiopathology , Vision Disorders/diagnosis , Optic Nerve Diseases/diagnosis , Optic Nerve Diseases/physiopathology , Retrospective Studies , Area Under Curve , Glaucoma, Open-Angle/physiopathology , Glaucoma, Open-Angle/diagnosis
16.
Eye (Lond) ; 38(9): 1626-1632, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38355669

ABSTRACT

BACKGROUND/OBJECTIVES: To report a series of patients with glaucoma and optic nerve abnormalities on magnetic resonance imaging (MRI) in at least one-eye, and to determine whether these findings correlate with the severity of glaucoma. PATIENTS AND METHODS: Retrospective study of all patients who underwent a brain/orbits MRI without and with contrast at our institution between 07/1/2019-6/30/2022. Patients with optic nerve T2-hyperintensity and/or MRI optic nerve atrophy in at least one-eye and a diagnosis of isolated glaucoma in at least one-eye were included. Demographic information, glaucoma clinical characteristics, glaucoma severity parameters, and MRI indication were collected. RESULTS: Fifty-six patients (112 eyes) (age 65 years-old [range 26-88]; 70% male) had isolated bilateral glaucoma with at least one-eye MRI optic nerve abnormality. The indication for MRI was atypical/asymmetric glaucoma in 91% of patients. Of the 112 eyes, 23 had optic nerve T2-hyperintensity alone; 33 had both optic nerve T2-hyperintensity and MRI optic nerve atrophy; 34 had MRI optic nerve atrophy alone; and 22 did not have abnormal optic nerve MRI-findings. None had optic nerve enhancement. A statistically significant association between optic nerve T2-hyperintensity or MRI optic nerve atrophy and glaucoma severity parameters was found. CONCLUSIONS: Glaucoma is a clinical diagnosis and MRI brain is usually not required, except in atypical or asymmetric cases. Optic nerve T2-hyperintensity and MRI optic nerve atrophy are nonspecific MRI-findings that can be found in severe glaucomatous optic nerves and should not systematically prompt investigations for another cause of optic neuropathy.


Subject(s)
Glaucoma , Magnetic Resonance Imaging , Optic Nerve Diseases , Optic Nerve , Humans , Male , Female , Aged , Retrospective Studies , Aged, 80 and over , Middle Aged , Glaucoma/diagnosis , Optic Nerve/pathology , Optic Nerve/diagnostic imaging , Optic Nerve/abnormalities , Adult , Optic Nerve Diseases/diagnosis , Intraocular Pressure/physiology , Optic Atrophy/diagnosis , Visual Acuity/physiology
17.
Genes (Basel) ; 15(2)2024 Jan 30.
Article in English | MEDLINE | ID: mdl-38397177

ABSTRACT

Inherited optic neuropathies affect around 1 in 10,000 people in England; in these conditions, vision is lost as retinal ganglion cells lose function or die (usually due to pathological variants in genes concerned with mitochondrial function). Emerging gene therapies for these conditions have emphasised the importance of early and expedient molecular diagnoses, particularly in the paediatric population. Here, we report our real-world clinical experience of such a population, exploring which children presented with the condition, how they were investigated and the time taken for a molecular diagnosis to be reached. A retrospective case-note review of paediatric inherited optic neuropathy patients (0-16 years) in the tertiary neuro-ophthalmology service at Moorfields Eye Hospital between 2016 and 2020 identified 19 patients. Their mean age was 9.3 ± 4.6 (mean ± SD) years at presentation; 68% were male, and 32% were female; and 26% had comorbidities, with diversity of ethnicity. Most patients had undergone genetic testing (95% (n = 18)), of whom 43% (n = 8) received a molecular diagnosis. On average, this took 54.8 ± 19.5 weeks from presentation. A cerebral MRI was performed in 70% (n = 14) and blood testing in 75% (n = 15) of patients as part of their workup. Continual improvement in the investigative pathways for inherited optic neuropathies will be paramount as novel therapeutics become available.


Subject(s)
Ophthalmology , Optic Atrophy, Autosomal Dominant , Optic Atrophy, Hereditary, Leber , Optic Nerve Diseases , Humans , Male , Female , Child , Child, Preschool , Adolescent , Optic Atrophy, Hereditary, Leber/genetics , Optic Atrophy, Autosomal Dominant/genetics , Retrospective Studies , Optic Nerve Diseases/diagnosis , Optic Nerve Diseases/genetics , Optic Nerve Diseases/therapy
19.
J Glaucoma ; 33(5): 334-339, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38194297

ABSTRACT

PRCIS: Corneal hysteresis (CH) and pulsatile ocular blood volume (POBV) were significantly lower in the eye with greater damage in asymmetric glaucoma, without a difference in intraocular pressure (IOP) or central corneal thickness (CCT), and no difference in elastic parameters. OBJECTIVE: To compare biomechanical and vascular metrics between the eyes of patients with asymmetric glaucoma (ASYMM) and those with symmetric glaucoma (SYMM). PATIENTS AND METHODS: Forty-five patients were prospectively recruited and divided into ASYMM, defined as cup-to-disc (C/D) ratio difference >0.1 between eyes and SYMM, with C/D difference ≤0.1. For ASYMM, the smaller C/D was defined as the best eye ("best") and the fellow eye was defined as the worst eye ("worse"). All metrics were subtracted as "worse" minus "best," including the viscoelastic parameter CH, and elastic parameters from the Corvis ST, including stiffness parameter at first applanation, stiffness parameter at highest concavity, integrated inverse radius, deformation amplitude ratio, IOP, CCT, mean deviation (MD), ganglion cell complex (GCC), and POBV were included. Paired t tests were performed between eyes in both groups. Statistical analyses were performed with SAS using a significance threshold of P <0.05. RESULTS: For ASYMM (16 patients), "worse" showed significantly lower CH (-0.76 ± 1.22), POBV (-0.38 ± 0.305), MD (-3.66 ± 6.55), and GCC (-7.9 ± 12.2) compared with "best." No other parameters were significantly different. For SYMM (29 patients), there were no significantly different metrics between eyes. CONCLUSIONS: Lower CH, POBV, GCC, and worse MD were associated with greater glaucomatous damage in asymmetric glaucoma without a difference in IOP or CCT. Lower CH and GCC are consistent with previous studies. POBV, a new clinical parameter that may indicate reduced blood flow, is also associated with greater damage.


Subject(s)
Cornea , Intraocular Pressure , Tonometry, Ocular , Visual Fields , Humans , Intraocular Pressure/physiology , Female , Male , Prospective Studies , Middle Aged , Biomechanical Phenomena , Cornea/physiopathology , Aged , Visual Fields/physiology , Retinal Ganglion Cells/pathology , Elasticity/physiology , Optic Disk/blood supply , Glaucoma, Open-Angle/physiopathology , Glaucoma, Open-Angle/diagnosis , Glaucoma/physiopathology , Nerve Fibers/pathology , Optic Nerve Diseases/physiopathology , Optic Nerve Diseases/diagnosis
20.
Neurol Neuroimmunol Neuroinflamm ; 11(2): e200194, 2024 03.
Article in English | MEDLINE | ID: mdl-38181317

ABSTRACT

A 16-year-old adolescent boy presented with recurrent episodes of weakness and numbness. Brain MRI demonstrated subcortical, juxtacortical, and periventricular white matter T2 hyperintensities with gadolinium enhancement. CSF was positive for oligoclonal bands that were not present in serum. Despite treatment with steroids, IV immunoglobulins, plasmapheresis, and rituximab, he continued to have episodes of weakness and numbness and new areas of T2 hyperintensity on imaging. Neuro-ophthalmologic examination revealed a subclinical optic neuropathy with predominant involvement of the papillomacular bundle. Genetic evaluation and brain biopsy led to an unexpected diagnosis.


Subject(s)
Leukoencephalopathies , Optic Nerve Diseases , Adolescent , Male , Humans , Contrast Media , Hypesthesia , Gadolinium , Optic Nerve Diseases/diagnosis , Optic Nerve Diseases/etiology
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