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1.
Ophthalmic Physiol Opt ; 44(3): 605-612, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38351866

RESUMO

PURPOSE: To explore the mechanisms of cone sensitivity loss in retinitis pigmentosa by combining two-colour perimetry with threshold versus intensity (tvi) testing. METHODS: Seven subjects with autosomal recessive retinitis pigmentosa and 10 normal subjects were recruited and underwent perimetric testing of one eye using 480- and 640-nm Goldman size V targets presented under scotopic conditions (no background illumination) and against a white background ranging in luminance from -1.5 to 2 log cd m-2 in 0.5 log cd m-2 steps. Data were fitted with tvi functions of the form logT = logT0 + log ((A + A0)/A0)n, where T is the threshold, T0 is the absolute threshold, A is the background intensity, A0 is the 'dark-light' constant and n is a gain constant. RESULTS: Reliable tvi functions could not be obtained within the region of the visual field corresponding to loss of the ellipsoid zone on optical coherence tomography. At fixation, changes in both T0 and A0 were observed, consistent with a d1 mechanism loss, which resulted in an upwards and rightwards shift of the tvi function. Losses at [±3°, ±3°] demonstrated changes in T0, consistent with a d3 mechanism loss, resulting in an upwards translation of the tvi curve. CONCLUSIONS: Although the absolute cone threshold was elevated at each location, shifts in the tvi function (so-called d1 mechanism loss) at fixation minimise threshold elevation in the presence of white adapting backgrounds, such as those typically employed in standard two-colour perimetry. At more peripheral testing locations, changes in threshold occurred independent of background luminance (so-called d3 mechanism loss). These findings suggest that backgrounds which selectively adapt rods while maintaining cones at, or near, absolute threshold may be preferable to conventional two-colour perimetry for assessing loss of cone sensitivity, especially at the point of fixation.


Assuntos
Células Fotorreceptoras Retinianas Cones , Retinose Pigmentar , Humanos , Adaptação à Escuridão , Retinose Pigmentar/diagnóstico , Campos Visuais , Visão Ocular , Testes de Campo Visual/métodos , Eletrorretinografia
2.
Int Ophthalmol ; 42(4): 1259-1262, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-34719758

RESUMO

PURPOSE: To report a series of patients who developed neurotrophic keratopathy following scleral fixation of intraocular lenses. METHODS: Retrospective case series of patients undergoing implantation of scleral fixated IOLs with various techniques. RESULTS: Three patients developed NK in the immediate post-operative period following scleral fixation of IOLs. Scleral fixation of IOL was performed using three different techniques (4-point fixation, "Yamane" flanged intrascleral and tunneled intrascleral haptic fixation). None of the patient had any prior risk factors for the development of NK. In all patients, intrascleral haptics or scleral sutures were positioned on the horizontal meridian. All patients also underwent light peripheral retinal endolaser. CONCLUSIONS: NK can rarely occur following scleral fixation of IOLs. The combination of suturing or intrascleral fixation of the IOL on the horizontal meridian and peripheral retinal endolaser may synergistically damage to the long ciliary nerves with a "two-hit" mechanism and cause NK.


Assuntos
Linfoma Intraocular , Lentes Intraoculares , Humanos , Linfoma Intraocular/cirurgia , Implante de Lente Intraocular/efeitos adversos , Implante de Lente Intraocular/métodos , Lentes Intraoculares/efeitos adversos , Estudos Retrospectivos , Esclera/cirurgia , Técnicas de Sutura
3.
Retina ; 41(9): 1986-1993, 2021 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-33560780

RESUMO

PURPOSE: To describe the novel observation of spontaneously migrating retinal cells from living donor surgical retinal explants that express progenitor cell markers in the absence of exogenous growth factors. METHODS: Surgical retinal explants were harvested from 5 consecutive patients undergoing 23 G pars plana vitrectomy for the management of rhegmatogenous detachment. During surgery, equatorial flap tears were trimmed with the vitreous cutter and aspirated. Excised tissue was then regurgitated into a syringe containing balanced salt solution and immediately transferred to tissue culture. Migrating cells subsequently underwent immunohistochemical staining and their characteristics were compared with those of a spontaneously immortalized Müller stem cell line. RESULTS: Spontaneously migrating cells were observed from samples taken from all 5 patients from Day 2 to 10 after transfer to culture. These cells were found to express embryonic cell markers, including paired box 6 (Pax6), sex-determining region Y-box 2 (Sox-2), nestin, cone-rod homeobox, and cyclin-dependent kinase inhibitor 1B (p27Kip1) as well as proteins consistent with early or retained differentiation down the Müller cell lineage, including glial fibrillary acidic protein and glutamine synthetase. CONCLUSION: After injury, the human equatorial retina is capable of spontaneously producing cells that demonstrate migration and that express progenitor cell markers. In addition, these cells express proteins consistent with Müller cell lineage. These initial observations support the assertion that the human retina may possess the potential for regeneration and that surgical retinal explants could also act as a ready source of retinal progenitor cells.


Assuntos
Células Ependimogliais/patologia , Retina/patologia , Descolamento Retiniano/diagnóstico , Células-Tronco/citologia , Idoso , Diferenciação Celular , Linhagem Celular , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Retina/cirurgia , Descolamento Retiniano/cirurgia , Vitrectomia
4.
Ophthalmic Physiol Opt ; 41(1): 157-164, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-33063858

RESUMO

PURPOSE: Two-colour computerised perimetry is a technique developed for assessing cone- and rod-function at fixed background luminances in retinal disease. However, the state of adaptation during testing is unknown but crucial in the interpretation of results. We therefore aimed to determine the adaptational state of rod- and cone-mechanisms in two-colour perimetry. METHODS: Sensitivity to 480 nm (blue) and 640 nm (red) Goldmann size V targets was determined for 10 normal subjects aged 16 to 46 years at 17 locations in the central 60 degrees of the visual field under scotopic conditions and then from -1.5 log cd m-2 to 2 log cd m-2 (white background) in 0.5 log unit steps. Data were fitted with threshold versus intensity (tvi) functions of the form logT = logT0 + log ((A + A0 )/A0 )n . RESULTS: No clear rod-cone break was observed for 640 nm stimuli. For 480 nm stimuli, transition from rod-detection to cone-detection occurred at mesopic illumination levels, where rod adaptation approached Weber behaviour. Cone detection mechanisms did not display Weber-like adaptation until the background luminance approached 1 log cd.m-2 . Diseases resulting in a "filter effect" - including disorders of the photoreceptors - are therefore predicted to affect sensitivity when rod function is probed with short-wavelength targets under scotopic conditions, but less so under mesopic conditions. Filter effects are similarly anticipated to affect cone function measured using long-wavelength targets under mesopic conditions (e.g., during microperimetry), but less so under photopic conditions. CONCLUSIONS: Asymmetries in adaptation in automated two-colour perimetry are predicted to artefactually favour the detection of losses in rod sensitivity under scotopic conditions and cones under mesopic conditions.


Assuntos
Células Fotorreceptoras de Vertebrados/fisiologia , Doenças Retinianas/diagnóstico , Doenças Retinianas/fisiopatologia , Testes de Campo Visual/métodos , Campos Visuais/fisiologia , Adolescente , Adulto , Visão de Cores/fisiologia , Adaptação à Escuridão/fisiologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Limiar Sensorial/fisiologia , Acuidade Visual/fisiologia , Adulto Jovem
5.
Ophthalmology ; 126(10): 1358-1365, 2019 10.
Artigo em Inglês | MEDLINE | ID: mdl-31146962

RESUMO

PURPOSE: To compare United States and international drug pricing for commonly prescribed intravitreal and topical ophthalmic medications. DESIGN: Cross-sectional observational study. METHODS: For 25 commonly used ophthalmic medications (3 intravitreal, 22 topical), we obtained 2017 third quarter United States average wholesale price (AWP), drug acquisition cost, or consumer pricing through United States government health insurance plans (Veterans Affairs [VA], Medicaid, Medicare Part B, and Medicare Part D) and commercial drug plans (CVS Caremark and Navitus Health Solutions), online pricing without insurance through a large United States warehouse retailer (Costco), and international drug pricing through government-sponsored health plans in Italy, Spain, Turkey, Canada, and Japan. MAIN OUTCOME MEASURES: Drug acquisition costs and consumer pricing of ophthalmic drugs through various payment systems. All prices were converted to United States dollars. RESULTS: For intravitreal medications in the United States, aflibercept and ranibizumab were priced similarly to each other and were more expensive than dexamethasone implants. Pricing of aflibercept and ranibizumab through government health insurance plans in Italy, Spain, Turkey, Canada, and Japan were less expensive by as much as 84.3% compared with the United States. For topical medications in the United States, pricing varied significantly both across different classes of medications and also between nonbranded and branded medications. Drug acquisition costs through the VA and Medicaid were inexpensive on average, but pricing through a hospital-employee drug insurance plan offered the smallest range (between $2.35 and $60.00). In all 5 non-United States countries studied, each topical medication with the exceptions of cyclosporine emulsion and difluprednate was less than $100, and 94.4% of topical medications in these countries had a nonbranded or branded option that was less than $50. CONCLUSIONS: In the United States, for topical more than intravitreal medications, significant price variation exists across both different drug pricing systems and different medications. Price differentials between nonbranded and branded medications can be significant. Internationally, topical medications exhibited a more limited and lower price range compared with drug pricing in the United States.


Assuntos
Inibidores da Angiogênese/economia , Anti-Inflamatórios/economia , Custos de Medicamentos , Oftalmopatias/tratamento farmacológico , Custos e Análise de Custo , Estudos Transversais , Dexametasona , Europa (Continente) , Humanos , Ranibizumab , Receptores de Fatores de Crescimento do Endotélio Vascular , Proteínas Recombinantes de Fusão , Estados Unidos
7.
Microvasc Res ; 100: 32-9, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-25917012

RESUMO

Retinal capillary networks are critically linked to neuronal health and disease. The ability to perform accurate in vivo examination of human retinal capillary networks is therefore valuable for studying mechanisms that govern retinal homeostasis and retinal vascular diseases. Speckle variance optical coherence tomography (svOCT) is a non-invasive imaging technique that has the capacity to provide angiographic information about the retinal circulation. The application of this technology for studying human retinal capillary networks however has not been validated in a quantifiable manner. We use a custom-built svOCT device to qualitatively and quantitatively study the various capillary networks in the human perifovea. Capillary networks corresponding to the nerve fibre layer (NFL), the retinal ganglion cell/superficial inner plexiform layer (RGC/sIPL), the deep inner plexiform layer/superficial inner nuclear layer (dIPL/sINL) and the deep inner nuclear layer (dINL) are imaged in 9 normal human subjects. Measurements of capillary diameter and capillary density are made from each of these networks and results are compared to post-mortem histological data acquired with confocal scanning laser microscopy. Additionally, retinal capillary measurements from high-resolution fundus fluorescein angiogram (FA) are directly compared with svOCT images from 6 eyes. We demonstrate that svOCT images of capillary networks are morphologically comparable to microscopic images of histological specimens. Similar to histological images in svOCT images, the capillaries in the NFL network run parallel to the direction of RGC axons while capillaries in the dINL network comprise a planar configuration with multiple closed loops. Capillaries in remaining networks are convoluted with a complex three-dimensional architecture. We demonstrate that there is no significant difference in capillary density measurements between svOCT and histology images for all networks. Capillary diameter was significantly greater in svOCT images compared to histology for all networks. Capillary density measurements were also higher in svOCT compared to FA. The results of this study suggest that in vivo svOCT imaging allows accurate morphometric assessment of capillary networks in the human perifovea and may provide an improved ability to render microvascular detail compared to FA. Therefore, svOCT may have broad clinical applications in the study of human retinal physiology and disease. The difference in quantitative measurements between svOCT and histology may reflect dynamic variations in the retinal microcirculation and warrants further investigation.


Assuntos
Capilares/patologia , Imagem Óptica/métodos , Vasos Retinianos/patologia , Tomografia de Coerência Óptica , Adulto , Idoso , Capilares/fisiopatologia , Feminino , Angiofluoresceinografia , Humanos , Interpretação de Imagem Assistida por Computador , Masculino , Microcirculação , Microscopia Confocal , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Fluxo Sanguíneo Regional , Reprodutibilidade dos Testes , Vasos Retinianos/fisiopatologia , Adulto Jovem
8.
J Biomed Opt ; 29(6): 066002, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38745984

RESUMO

Significance: Optical coherence tomography (OCT) has emerged as the standard of care for diagnosing and monitoring the treatment of various ocular disorders due to its noninvasive nature and in vivo volumetric acquisition capability. Despite its widespread applications in ophthalmology, motion artifacts remain a challenge in OCT imaging, adversely impacting image quality. While several multivolume registration algorithms have been developed to address this issue, they are often designed to cater to one specific OCT system or acquisition protocol. Aim: We aim to generate an OCT volume free of motion artifacts using a system-agnostic registration algorithm that is independent of system specifications or protocol. Approach: We developed a B-scan registration algorithm that removes motion and corrects for both translational eye movements and rotational angle differences between volumes. Tests were carried out on various datasets obtained from two different types of custom-built OCT systems and one commercially available system to determine the reliability of the proposed algorithm. Additionally, different system specifications were used, with variations in axial resolution, lateral resolution, signal-to-noise ratio, and real-time motion tracking. The accuracy of this method has further been evaluated through mean squared error (MSE) and multiscale structural similarity index measure (MS-SSIM). Results: The results demonstrate improvements in the overall contrast of the images, facilitating detailed visualization of retinal vasculatures in both superficial and deep vasculature plexus. Finer features of the inner and outer retina, such as photoreceptors and other pathology-specific features, are discernible after multivolume registration and averaging. Quantitative analyses affirm that increasing the number of averaged registered volumes will decrease MSE and increase MS-SSIM as compared to the reference volume. Conclusions: The multivolume registered data obtained from this algorithm offers significantly improved visualization of the retinal microvascular network as well as retinal morphological features. Furthermore, we have validated that the versatility of our methodology extends beyond specific OCT modalities, thereby enhancing the clinical utility of OCT for the diagnosis and monitoring of ocular pathologies.


Assuntos
Algoritmos , Imageamento Tridimensional , Retina , Tomografia de Coerência Óptica , Tomografia de Coerência Óptica/métodos , Retina/diagnóstico por imagem , Humanos , Imageamento Tridimensional/métodos , Artefatos , Reprodutibilidade dos Testes , Razão Sinal-Ruído
9.
J Vitreoretin Dis ; 8(2): 131-137, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38465366

RESUMO

Purpose: To assess the visual and anatomic outcomes of eyes that had secondary scleral buckle (SB) surgery after unsuccessful pneumatic retinopexy (PR) for rhegmatogenous retinal detachment (RRD). Methods: A retrospective study, performed over a 12-year period, comprised patients who had secondary SB procedures after failed primary PR. Clinical parameters (eg, best-corrected visual acuity [BCVA], lens status, macula status, details of RRD and subretinal fluid) were assessed at presentation, before additional procedures, and at follow-up (6 months, 1 year, and last visit). Statistical comparisons were made using Brown-Forsythe and Welch analysis-of-variance tests, with significance levels set at P < .05. Results: Fifty-four eyes with adequate follow-up were included. Forty-four (81.5%) of 54 eyes had successful retinal reattachment with secondary SB alone. The remaining eyes had subsequent pars plana vitrectomy (PPV). Patients presenting with macula-on RRD who had successful secondary SB had no statistically significant change in BCVA from baseline (mean final, 0.23 ± 0.25 logMAR [Snellen 20/34]; P = .999). There was a statistically significant improvement in BCVA in patients presenting with macula-off RRD who had successful secondary SB (mean final, 0.32 ± 0.36 logMAR [20/42]; P < .001 and mean change, -1.06 ± 0.85 logMAR). Ten patients presenting with macula-off RRD who had failed secondary SB had a significant improvement in the final BCVA (mean final, 0.22 ± 0.28 logMAR [20/33]; P = .044), despite the need for an additional PPV to achieve reattachment. Conclusions: Secondary SB remains a good option for RRD repair after unsuccessful PR and may avoid the need for PPV.

10.
Invest Ophthalmol Vis Sci ; 64(14): 6, 2023 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-37930688

RESUMO

Purpose: The purpose of this study was to demonstrate the utility of polarization-diversity optical coherence tomography (PD-OCT), a noninvasive imaging technique with melanin-specific contrast, in the quantitative and qualitative assessment of choroidal nevi. Methods: Nevi were imaged with a custom-built 55-degree field-of-view (FOV) 400 kHz PD-OCT system. Imaging features on PD-OCT were compared to those on fundus photography, auto-fluorescence, ultrasound, and non-PD-OCT images. Lesions were manually segmented for size measurement and metrics for objective assessment of melanin distributions were calculated, including degree of polarization uniformity (DOPU), attenuation coefficient, and melanin occupancy rate (MOR). Results: We imaged 17 patients (mean age = 69.5 years, range = 37-90) with 11 pigmented, 3 non-pigmented, and 3 mixed pigmentation nevi. Nevi with full margin acquisition had an average longest basal diameter of 5.1 mm (range = 2.99-8.72 mm) and average height of 0.72 mm (range = 0.37 mm-2.09 mm). PD-OCT provided clear contrast of choroidal melanin content, distribution, and delineation of nevus margins for melanotic nevi. Pigmented nevi were found to have lower DOPU, higher attenuation coefficient, and higher MOR than non-pigmented lesions. Melanin content on PD-OCT was consistent with pigmentation on fundus in 15 of 17 nevi (88%). Conclusions: PD-OCT allows objective assessment of choroidal nevi melanin content and distribution. In addition, melanin-specific contrast by PD-OCT enables clear nevus margin delineation and may improve serial growth surveillance. Further investigation is needed to determine the clinical significance and prognostic value of melanin characterization by PD-OCT in the evaluation of choroidal nevi.


Assuntos
Neoplasias da Coroide , Nevo Pigmentado , Nevo , Neoplasias Cutâneas , Humanos , Adulto , Pessoa de Meia-Idade , Idoso , Idoso de 80 Anos ou mais , Tomografia de Coerência Óptica , Melaninas , Nevo Pigmentado/diagnóstico por imagem , Nevo/diagnóstico por imagem , Neoplasias da Coroide/diagnóstico por imagem
11.
BMJ Open ; 12(2): e053852, 2022 Feb 17.
Artigo em Inglês | MEDLINE | ID: mdl-35177450

RESUMO

PURPOSE: Hydroxychloroquine (HCQ) is an important medication for patients with systemic lupus erythematosus (SLE), rheumatoid arthritis (RA) and other rheumatic diseases. Although it is well-tolerated and cost-effective, the risk of HCQ retinal toxicity is of increasing concern. The aim of this study is to re-examine the HCQ retinal toxicity incidence rate, risk factors and clinical course after discontinuation. METHODS: We designed a prospective population-based cohort study in adult patients with SLE or RA, currently receiving HCQ for five or more years, who are residents of British Columbia (BC), Canada. Based on administrative data, we identified 5508 eligible participants (1346 SLE and 4162 RA). They will participate in annual or biannual retinal screening over 5 years in alignment with the recently revised American Academy of Ophthalmology guidelines. To standardise procedures for retinal screening, imaging, diagnostic criteria, severity staging and data transfer, a consensus meeting was convened in December 2019 with participation of BC retinal specialists and the research team. Agreement was attained on: use of spectral domain-optical coherence tomography as the primary objective screening modality; classification of images into categories of normal, equivocal or abnormal; and transferring the equivocal and abnormal images plus corresponding subjective test results via cloud-based server from each clinic to a reading centre. Confirmation of HCQ retinal toxicity diagnoses and severity staging will be performed by three independent and masked reviewers. The incidence of HCQ retinal toxicity will be calculated, accounting for the competing risk of death. Hazard ratios for each risk factor will be calculated for the risk of HCQ retinopathy, after adjusting for confounders. We will also estimate the risk of HCQ retinal toxicity progression over 5 years. ETHICS AND DISSEMINATION: This study has received approval from the University of British Columbia Clinical Research Ethics Board (H20-00736) and the Vancouver Coastal Health Research Institute.


Assuntos
Antirreumáticos , Artrite Reumatoide , Lúpus Eritematoso Sistêmico , Doenças Retinianas , Adulto , Antirreumáticos/efeitos adversos , Artrite Reumatoide/induzido quimicamente , Artrite Reumatoide/tratamento farmacológico , Colúmbia Britânica/epidemiologia , Estudos de Coortes , Humanos , Hidroxicloroquina/efeitos adversos , Lúpus Eritematoso Sistêmico/tratamento farmacológico , Estudos Prospectivos , Doenças Retinianas/induzido quimicamente , Doenças Retinianas/diagnóstico , Doenças Retinianas/epidemiologia , Tomografia de Coerência Óptica
12.
Can J Ophthalmol ; 56(6): 355-363, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-33631120

RESUMO

OBJECTIVE: To systematically review and perform a meta-analysis on the available evidence for anti-vascular endothelial growth factor (anti-VEGF) monotherapy versus panretinal photocoagulation (PRP) for proliferative diabetic retinopathy (PDR). DESIGN: Systematic review and meta-analysis PARTICIPANTS: Randomized clinical trials included participants ≥18 years old with clinical or angiographic evidence of PDR. Interventions included were anti-VEGF monotherapy and PRP. Excluded studies were those with potentially biased treatment allocation and those offering combination therapies. METHODS: The primary outcome was mean change in best-corrected visual acuity. Secondary outcomes were the proportion of patients developing severe (<6/60) or moderate (6/24-6/60) vision loss, rates of vitrectomy or vitreous hemorrhage, worsening macula edema, and reduced visual field indices. RESULTS: Five studies of varying quality met the inclusion criteria (n = 632). The anti-VEGF intervention arm had a mean difference of -0.08 logMAR or 4 Early Treatment Diabetic Retinopathy Study (EDTRS) letters gained (p = 0.02) when compared with PRP at 12 months. The difference in rates of vitrectomy and vitreous hemorrhage favoured anti-VEGF over PRP (risk difference [RD] -0.10, p = < 0.001 and RD -0.10, p = 0.003 respectively). CONCLUSIONS: This meta-analysis of the available evidence in patients with early PDR demonstrates a potential benefit for anti-VEGF over PRP alone. However, these benefits must be weighed against the relative costs of treatment and the potential risks of loss to follow-up.


Assuntos
Diabetes Mellitus , Retinopatia Diabética , Adolescente , Inibidores da Angiogênese/uso terapêutico , Retinopatia Diabética/diagnóstico , Retinopatia Diabética/tratamento farmacológico , Retinopatia Diabética/cirurgia , Humanos , Fotocoagulação a Laser , Lasers , Ranibizumab/uso terapêutico , Fator A de Crescimento do Endotélio Vascular , Acuidade Visual
13.
Clin Ophthalmol ; 15: 507-512, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33603328

RESUMO

BACKGROUND: Biomicroscopy, B-scan ultrasound imaging, and SD-OCT are all modalities used to characterize a posterior vitreous detachment (PVD). Our objective is to assess the precision of the diagnosis of PVD by SS-OCT. METHODS: This prospective observational study examines ninety-five eyes of forty-nine patients with biomicroscopy, B-scan ultrasound, and SS-OCT for the presence or absence of a complete PVD. All SS-OCT images were reviewed by two retina specialists (RWSC, ZM). All three diagnostic methods were evaluated for agreement by Cohen's kappa statistic. RESULTS: The inter-rater reliability between retina specialists reading the SS-OCT images was 97.9% (κ = 0.957). Agreement on PVD status between SS-OCT and biomicroscopy was 85.3% (κ = 0.711). Agreement between SS-OCT and B-scan ultrasound was 83.2% (κ = 0.667). Agreement between B-scan ultrasound and biomicroscopy was 87.4% (κ = 0.743). CONCLUSION: For the diagnosis of complete PVD, SS-OCT allows for high accuracy and agreement between graders.

14.
J Glaucoma ; 30(8): 682-689, 2021 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-33927150

RESUMO

PRECIS: The peripapillary choriocapillaris (CC) was observed to be significantly impaired in normal tension glaucoma (NTG) subjects compared with normal controls using optical coherence tomography angiography (OCTA). PURPOSE: The aim was to quantitatively evaluate the peripapillary CC in NTG, primary open-angle glaucoma (POAG), and control eyes using OCTA. MATERIALS AND METHODS: Ninety eyes (30 controls, 30 NTG, and 30 POAG) from 73 patients were imaged using the Zeiss Plex Elite 9000. Five repeat 3×3 mm OCTA scans were acquired both nasally and temporally to the optic disc and subsequently averaged. Four CC flow deficit (FD) measures were calculated using the fuzzy C-means approach: FD density (FDD), mean FD size (MFDS), FD number (FDN), and FD area (FDA). RESULTS: Temporal NTG CC parameters were associated with visual field index and mean deviation (P<0.05). The control group showed a significantly lower nasal FDD (nasal: 3.79±1.26%, temporal: 4.48±1.73%, P=0.03), FDN (nasal: 156.43±38.44, temporal: 178.40±45.68, P=0.02), and FDA (nasal: 0.22±0.08, temporal: 0.26±0.10, P=0.03) when compared with temporal optic disc. The NTG group showed a significantly higher FDD (NTG: 5.04±2.38%, control: 3.79±1.26%, P=0.03), FDN (NTG: 185.90±56.66, control: 156.43±38.44, P=0.04), and FDA (NTG: 0.30±0.14 mm2, control: 0.22±0.08 mm2, P=0.03) nasal to the optic disc compared with controls. CONCLUSIONS: Association between CC parameters and glaucoma severity in NTG, but not POAG subjects, suggests vascular abnormalities may be a potential factor in the multifactorial process of glaucoma damage in NTG patients.


Assuntos
Glaucoma de Ângulo Aberto , Glaucoma de Baixa Tensão , Corioide/diagnóstico por imagem , Glaucoma de Ângulo Aberto/diagnóstico , Humanos , Pressão Intraocular , Glaucoma de Baixa Tensão/diagnóstico por imagem , Tomografia de Coerência Óptica , Campos Visuais
15.
Biomed Opt Express ; 11(7): 3843-3856, 2020 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-33014570

RESUMO

Optical coherence tomography (OCT) has become an essential tool in the evaluation of glaucoma, typically through analyzing retinal nerve fiber layer changes in circumpapillary scans. Three-dimensional OCT volumes enable a much more thorough analysis of the optic nerve head (ONH) region, which may be the site of initial glaucomatous optic nerve damage. Automated analysis of this region is of great interest, though large anatomical variations and the termination of layers make the requisite peripapillary layer and Bruch's membrane opening (BMO) segmentation a challenging task. Several machine learning-based segmentation methods have been proposed for retinal layer segmentation, and a few for the ONH region, but they typically depend on either heavily averaged or pre-processed B-scans or a large amount of annotated data, which is a tedious task and resource-intensive. We evaluated a semi-supervised adversarial deep learning method for segmenting peripapillary retinal layers in OCT B-scans to take advantage of unlabeled data. We show that the use of a generative adversarial network and unlabeled data can improve the performance of segmentation. Additionally, we use a Faster R-CNN architecture to automatically segment the BMO. The proposed methods are then used for the 3D morphometric analysis of both control and glaucomatous ONH volumes to demonstrate the potential for clinical utility.

16.
Transl Vis Sci Technol ; 9(2): 20, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-32818081

RESUMO

Purpose: To evaluate the role of ensemble learning techniques with deep learning in classifying diabetic retinopathy (DR) in optical coherence tomography angiography (OCTA) images and their corresponding co-registered structural images. Methods: A total of 463 volumes from 380 eyes were acquired using the 3 × 3-mm OCTA protocol on the Zeiss Plex Elite system. Enface images of the superficial and deep capillary plexus were exported from both the optical coherence tomography and OCTA data. Component neural networks were constructed using single data-types and fine-tuned using VGG19, ResNet50, and DenseNet architectures pretrained on ImageNet weights. These networks were then ensembled using majority soft voting and stacking techniques. Results were compared with a classifier using manually engineered features. Class activation maps (CAMs) were created using the original CAM algorithm and Grad-CAM. Results: The networks trained with the VGG19 architecture outperformed the networks trained on deeper architectures. Ensemble networks constructed using the four fine-tuned VGG19 architectures achieved accuracies of 0.92 and 0.90 for the majority soft voting and stacking methods respectively. Both ensemble methods outperformed the highest single data-type network and the network trained on hand-crafted features. Grad-CAM was shown to more accurately highlight areas of disease. Conclusions: Ensemble learning increases the predictive accuracy of CNNs for classifying referable DR on OCTA datasets. Translational Relevance: Because the diagnostic accuracy of OCTA images is shown to be greater than the manually extracted features currently used in the literature, the proposed methods may be beneficial toward developing clinically valuable solutions for DR diagnoses.


Assuntos
Aprendizado Profundo , Diabetes Mellitus , Retinopatia Diabética , Tomografia de Coerência Óptica , Retinopatia Diabética/diagnóstico , Angiofluoresceinografia , Humanos , Vasos Retinianos
18.
Ophthalmic Surg Lasers Imaging Retina ; 49(7): 523-527, 2018 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-30021040

RESUMO

BACKGROUND AND OBJECTIVE: Thickness and volume changes of the photoreceptor outer segment (PROS) layer on spectral-domain optical coherence tomography (SD-OCT) images are associated with various disease states. However, there are limited data on normal anatomical variation. This study evaluates the correlation of PROS volume with age, gender, refractive error, and presence of vitreomacular adhesion (VMA) in healthy subjects. PATIENTS AND METHODS: SD-OCT scans of 68 normal eyes were analyzed. The ellipsoid zone and the apical retinal pigment epithelium boundary were segmented using an automated algorithm. The PROS volume was calculated as the region bounded by these two layers within a 6-mm diameter circle centered at the fovea. A general linear model was used for statistical analysis. RESULTS: PROS volume increased with age to a significant degree (P = .013). Gender, refractive error, and presence of VMA were insignificant factors. CONCLUSION: PROS volume, as measured on routine SD-OCT, increases with age in healthy subjects, after adjusting for gender, refractive error, and VMA. [Ophthalmic Surg Lasers Imaging Retina. 2018;49:523-527.].


Assuntos
Envelhecimento/fisiologia , Erros de Refração/fisiopatologia , Doenças Retinianas/fisiopatologia , Segmento Externo das Células Fotorreceptoras da Retina/fisiologia , Fatores Sexuais , Corpo Vítreo/fisiopatologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Voluntários Saudáveis , Humanos , Masculino , Pessoa de Meia-Idade , Distribuição Normal , Estudos Prospectivos , Aderências Teciduais , Tomografia de Coerência Óptica/métodos , Adulto Jovem
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