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1.
Exp Eye Res ; 243: 109890, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38615833

RESUMEN

Phosphodiesterase (PDE) inhibitors - such as vardenafil - are used primarily for treating erectile dysfunction via increasing cyclic guanosine monophosphate (cGMP) levels. Recent studies have also demonstrated their significant cardioprotective effects in several diseases, including diabetes, upon long-term, continuous application. However, PDE inhibitors are not specific for PDE5 and also inhibit the retinal isoform. A sustained rise in cGMP in photoreceptors is known to be toxic; therefore, we hypothesized that long-term vardenafil treatment might result in retinotoxicity. The hypothesis was tested in a clinically relevant animal model of type 2 diabetes mellitus. Histological experiments were performed on lean and diabetic Zucker Diabetic Fatty rats. Half of the animals were treated with vardenafil for six months, and the retinal effects were evaluated. Vardenafil treatment alleviated rod outer segment degeneration but decreased rod numbers in some positions and induced changes in the interphotoreceptor matrix, even in control animals. Vardenafil treatment decreased total retinal thickness in the control and diabetic groups and reduced the number of nuclei in the outer nuclear layer. Müller cell activation was detectable even in the vardenafil-treated control animals, and vardenafil did not improve gliosis in the diabetic group. Vardenafil-treated animals showed complex retinal alterations with improvements in some parameters while deterioration in others. Our results point towards the retinotoxicity of vardenafil, even without diabetes, which raises doubts about the retinal safety of long-term continuous vardenafil administration. This effect needs to be considered when approving PDE inhibitors for alternative indications.


Asunto(s)
Diabetes Mellitus Experimental , Inhibidores de Fosfodiesterasa 5 , Ratas Zucker , Diclorhidrato de Vardenafil , Diclorhidrato de Vardenafil/farmacología , Diclorhidrato de Vardenafil/toxicidad , Animales , Ratas , Inhibidores de Fosfodiesterasa 5/farmacología , Masculino , Diabetes Mellitus Experimental/tratamiento farmacológico , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Retinopatía Diabética/tratamiento farmacológico , Retinopatía Diabética/patología , Retina/efectos de los fármacos , Retina/patología , Células Ependimogliales/efectos de los fármacos , Células Ependimogliales/patología , Células Ependimogliales/metabolismo
2.
Klin Monbl Augenheilkd ; 241(4): 533-537, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38653305

RESUMEN

Electroretinography (ERG) provides crucial insights into retinal function and the integrity of the visual pathways. However, ERG assessments classically require a complicated technical background with costly equipment. In addition, the placement of corneal or conjunctival electrodes is not always tolerated by the patients, which restricts the measurement for pediatric evaluations. In this short review, we give an overview of the use of the RETeval portable ERG device (LKC Technologies, Inc., Gaithersburg, MD, USA), a modern portable ERG device that can facilitate screening for diseases involving the retina and the optic nerve. We also review its potential to provide ocular biomarkers in systemic pathologies, such as Alzheimer's disease and central nervous system alterations, within the framework of oculomics.


Asunto(s)
Electrorretinografía , Diseño de Equipo , Enfermedades de la Retina , Humanos , Electrorretinografía/instrumentación , Electrorretinografía/economía , Enfermedades de la Retina/diagnóstico , Análisis de Falla de Equipo , Miniaturización , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Tamizaje Masivo/instrumentación , Tamizaje Masivo/economía , Selección Visual/instrumentación , Selección Visual/economía , Costos de la Atención en Salud
3.
Klin Monbl Augenheilkd ; 241(4): 489-495, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38653299

RESUMEN

PURPOSE: To evaluate the efficacy of a subthreshold micropulse laser (SML) in patients with central serous chorioretinopathy (CSCR). METHODS: Retrospective clinical study conducted at the Departments of Ophthalmology at a university and a municipal hospital in Zurich, Switzerland. We enrolled acute and chronic CSCR patients with persistent subretinal fluid (SRF) treated with SML. Two treatment protocols (fluorescein/indocyanine green angiography or optical coherence tomography guided) were evaluated for efficacy after 3 and 6 months. The primary outcomes of the study were reduction and percentage of eyes with complete resolution of SRF 3 and 6 months after SML treatment. Secondary endpoints included changes in central subfield thickness (CST) and visual acuity (VA) after 3 and 6 months. RESULTS: The study involved 37 eyes (35 patients, 48.6% chronic). A statistically significant reduction in SRF height and CST could be shown, irrespective of SRF duration, type of CSCR, or chosen guidance after 3 and 6 months: SRF - 40 µm (p < 0.01), CST - 52 µm (p < 0.01). Percentage of eyes with complete resolution of fluid at 3 and 6 months after SML were 24.3 and 21.6%, respectively. No statistically significant functional improvement (VA) could be shown. Multivariable regression and linear mixed regression analyses did not identify statistically significant differences in SRF reduction, CMT change, or VA improvement with respect to the type of CSCR or the treatment plan used (p > 0.05). CONCLUSION: The effectiveness of SML in CSCR is under continuous debate. Our study findings demonstrate structural but only little functional changes with SML. In view of the shortage of verteporfin for photodynamic therapy, SML remains an important therapeutic option for CSCR patients.


Asunto(s)
Coriorretinopatía Serosa Central , Humanos , Coriorretinopatía Serosa Central/cirugía , Coriorretinopatía Serosa Central/diagnóstico por imagen , Masculino , Femenino , Resultado del Tratamiento , Persona de Mediana Edad , Estudios Retrospectivos , Adulto , Agudeza Visual , Coagulación con Láser/métodos , Anciano , Líquido Subretiniano
4.
J Aging Phys Act ; 31(3): 497-505, 2023 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-36640780

RESUMEN

Regular physical exercise is known to lower the incidence of age-related eye diseases. We aimed to assess the acute chorioretinal alterations in older adults following intense physical strain. Seventeen senior elite athletes were recruited who underwent an aerobic exercise on a cycle ergometer and macular scanning by optical coherence tomography. A significant thinning of the entire retina was observed 1 min after exercise, followed by a thickening at 5 min, after which the thickness returned to baseline. This trend was similar in almost every single retinal layer, although a significant change was observed only in the inner retina. Choroidal thickness changes were neither significant nor did they correlate with the thickness changes of intraretinal layers. The mechanism of how these immediate retinal changes chronically impact age-related sight-threatening pathologies that, in turn, result in a substantially reduced quality of life warrants further investigation on nontrained older adults as well.


Asunto(s)
Calidad de Vida , Retina , Humanos , Anciano , Retina/diagnóstico por imagen , Retina/patología , Coroides/diagnóstico por imagen , Coroides/patología , Ejercicio Físico , Tomografía de Coherencia Óptica/métodos
5.
Int J Mol Sci ; 23(14)2022 Jul 08.
Artículo en Inglés | MEDLINE | ID: mdl-35886930

RESUMEN

This work aims to summarize predictive biomarkers to guide treatment choice in DME. Intravitreal anti-VEGF is considered the gold standard treatment for centers involving DME, while intravitreal steroid treatment has been established as a second-line treatment in DME. However, more than 1/3 of the patients do not adequately respond to anti-VEGF treatment despite up to 4-weekly injections. Not surprisingly, insufficient response to anti-VEGF therapy has been linked to low-normal VEGF levels in the serum and aqueous humor. These patients may well benefit from an early switch to intravitreal steroid treatment. In these patients, morphological biomarkers visible in OCT may predict treatment response and guide treatment decisions. Namely, the presence of a large amount of retinal and choroidal hyperreflective foci, disruption of the outer retinal layers and other signs of chronicity such as intraretinal cysts extending into the outer retina and a lower choroidal vascular index are all signs suggestive of a favorable treatment response of steroids compared to anti-VEGF. This paper summarizes predictive biomarkers in DME in order to assist individual treatment decisions in DME. These markers will help to identify DME patients who may benefit from primary dexamethasone treatment or an early switch.


Asunto(s)
Corticoesteroides , Retinopatía Diabética , Edema Macular , Corticoesteroides/uso terapéutico , Inhibidores de la Angiogénesis/uso terapéutico , Biomarcadores , Retinopatía Diabética/tratamiento farmacológico , Humanos , Inyecciones Intravítreas , Edema Macular/tratamiento farmacológico , Estudios Retrospectivos , Tomografía de Coherencia Óptica , Factor A de Crecimiento Endotelial Vascular/uso terapéutico
6.
Artículo en Inglés, Alemán | MEDLINE | ID: mdl-36564021

RESUMEN

Primary closure of large macular holes remains challenging, and variations of inverted inner limiting membrane (ILM) flap surgery have been described. In the present retrospective, interventional, single-centre case series, we propose a superior flap design with minimal posturing. Eight eyes of eight patients (four women and four men) in the period between July 2020 and March 2022 underwent 23 G three-port vitrectomy with a superior inverted ILM flap and 20% SF6 endotamponade for a full thickness macular hole (MH) by the same experienced surgeon (F. M. H.). Seven MHs were classified as large (> 400 µm) and one as medium (250 - 400 µm). The mean MLD was 638.0 ± 166.4 µm (range: 353 - 851 µm). MH closure was achieved in all (8/8, 100%) patients with a single surgery. The median best-corrected visual acuity (BCVA) improved from 6/120 (Snellen) (range: finger counting [FC] to 6/19) preoperatively to 6/19 (range: FC to 6/9.5) after surgery, without any intra- or postoperative complications. The superior inverted ILM flap technique seems to be a safe and successful approach for the primary closure of large MHs. Further studies should investigate our proposed surgical technique on a larger population, potentially without air or gas endotamponade.

7.
Klin Monbl Augenheilkd ; 237(4): 446-449, 2020 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-32131128

RESUMEN

There is only limited information available on the effects of physical exercise on the posterior pole. Retinal circulation is autoregulated similarly to the brain vasculature in order to provide constant flow and thus constant nutrition of the inner retinal structures while the choroid is mostly controlled by the sympathetic nervous system. The available data show that physical exercise may indeed have a positive effect on the retina and visual function. The assessment of retinal structure could serve as a marker in sports medicine, whereas physical activity could exert a positive protective effect against diseases such as diabetic retinopathy or age-related macular degeneration. According to our theory, similar to the term "trained heart" used in cardiology and sports medicine, the term "trained eye" could also be coined. This latter term would help to further emphasize the beneficial effects of physical exercise that works protectively not only for the cardiovascular but for the visual system as well, and thus could further help in the fight against avoidable blindness worldwide.


Asunto(s)
Retinopatía Diabética , Degeneración Macular , Coroides , Ejercicio Físico , Humanos , Retina
8.
Klin Monbl Augenheilkd ; 236(4): 391-397, 2019 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-30999325

RESUMEN

BACKGROUND: It was the aim of this study to analyse the refractive outcome of toric intraocular lens (t-IOL) implantation guided by a newly developed method of photographic alignment. MATERIAL AND METHODS: Fourteen eyes of 10 patients (6 females, 4 males, age 63.4 ± 6.7 (40.6 - 68.0) years [mean ± 1 SD (range)]) were included in this retrospective study. All eyes received an Oculentis Tplus LS-313 (Oculentis, Berlin, Germany) t-IOL after standard phacoemusification (n = 4) or femtocataract laser-assisted surgery (n = 10). Image-guided t-IOL alignment included: (1) calculation of t-IOL parameters (combination of different biometric methods) and plotting a layout drawing of the target lens position, (2) capture of an anterior segment slit lamp photograph in the upright position, (3)  superposition of the photographs by the t-IOL target plot and a gradual scale, (4) drawing of marker lines on the photograph and removal of the IOL target coordinates, (5) transfer of the final image to a tablet PC, and (6) marking of the target axis at the corneal limbus with an ink pen in the surgical room. RESULTS: Preoperative corneal astigmatism was 2.50 ± 0.97 (1.38 - 4.34) diopters (D) (mean ± 1 SD, range). In all eyes, intraoperative alignment could easily be performed using the photographic target layout. Surgical interventions and postoperative follow-up were without complications in all cases. Residual postoperative astigmatism was 0.16 ± 0.24 (0.00 - 0.75) D (p < 0.001 compared to preoperative astigmatism). In 64% of patients, residual subjective astigmatism was zero, in 93% ≤ 0.5 D, and in 100% ≤ 0.75 D. Postoperative uncorrected logMAR visual acuity (0.05 ± 0.07, range 0.00 - 0.20) and best-corrected visual acuity (0.03 ± 0.05, 0.00 - 0.10) were significantly better (each p < 0.001) than best-corrected preoperative visual acuity (0.21 ± 0.14, 0.00 - 0.49). CONCLUSIONS: Results of this clinical series clearly indicate that the newly developed photographically guided technique of toric lens alignment leads to highly accurate postoperative results for astigmatic correction.


Asunto(s)
Astigmatismo , Implantación de Lentes Intraoculares , Lentes Intraoculares , Facoemulsificación , Fotograbar , Femenino , Alemania , Humanos , Masculino , Fotograbar/métodos , Estudios Prospectivos , Refracción Ocular , Estudios Retrospectivos
9.
Klin Monbl Augenheilkd ; 236(4): 530-535, 2019 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-30999330

RESUMEN

PURPOSE: Diabetic retinopathy (DR) is a microvascular disease characterized by capillary dropout and resultant retinal ischemia which then leads to retinal vascular remodeling. Our goal was to assess blood flow velocities in retinal collateral vessels in healthy and diabetic subjects with various stages of DR. METHODS: In our pilot study, we enrolled five eyes of five healthy subjects (H), five eyes of four subjects with diabetes and no retinopathy (DM), three eyes of three subjects with mild non-proliferative diabetic retinopathy (MDR), and five eyes of four subjects with proliferative diabetic retinopathy (PDR). Following routine ophthalmic examination, all subjects were imaged using a retinal function imager (RFI; Optical Imaging Inc., Rehovot, Israel). The built-in software of the RFI was used to identify and segment retinal collaterals with measurement of the blood flow velocities (BFV). One-way ANOVA was performed for BFV, followed by Newman-Keuls post hoc test. The level of significance was set at 5%. RESULTS: The total number of collateral segments involved in the study was 30, 31, 21, and 39 in the H, DM, MDR, and PDR groups, respectively. The BFVs in the collaterals were significantly lower in PDR (H: 1.86 ± 0.67, DM: 1.91 ± 0.71, MDR: 1.71 ± 0.53, PDR: 1.37 ± 0.58 mm/s). The PDR group showed a statistically significant difference in the comparisons to all groups (p = 0.012, p = 0.008, and p = 0.043 for the H, DM, and MDR groups, respectively), while no other comparisons between the groups were significant. CONCLUSION: We observed decreased BFV in retinal collaterals in PDR that may be due to the extensive capillary dropout and retinal ischemia. Further studies are needed for the noninvasive functional assessment of retinal microvascular changes in DR to better understand the underlying pathophysiology.


Asunto(s)
Retinopatía Diabética , Retina , Arteria Retiniana , Velocidad del Flujo Sanguíneo , Retinopatía Diabética/fisiopatología , Humanos , Proyectos Piloto , Flujo Sanguíneo Regional
10.
Klin Monbl Augenheilkd ; 235(4): 377-384, 2018 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-29669366

RESUMEN

Diabetic retinopathy (DR) is one of the leading causes of vision loss globally with a severe burden on all societies due to its high treatment and rehabilitation costs. The early diagnosis of DR may provide preventive steps (including retinal laser therapy and tight carbohydrate, blood pressure, and cholesterol control) that could in turn help to avoid progression of the pathology with the resultant vision loss. Optical coherence tomography (OCT) enables the in vivo structural imaging of the retina, providing both qualitative (structure) and quantitative (thickness) information. In the past decades, extensive OCT research has been done in the field of DR. In the present review, we are focusing on those that were aiming at detection of the earliest retinal changes before DR could be diagnosed funduscopically. The latest, widely available technology of spectral-domain (SD-)OCT comes with a fast and reliable retinal imaging, which, together with the most recent developments in image processing and artificial intelligence, holds the promise of developing a quick and efficient, state-of-the-art screening tool for DR.


Asunto(s)
Retinopatía Diabética/diagnóstico , Diagnóstico Precoz , Tomografía de Coherencia Óptica , Terapia Combinada , Aprendizaje Profundo , Retinopatía Diabética/terapia , Intervención Médica Temprana , Humanos , Interpretación de Imagen Asistida por Computador , Tamizaje Masivo , Oftalmoscopios
11.
Am J Physiol Heart Circ Physiol ; 312(2): H201-H212, 2017 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-27923786

RESUMEN

Increasing evidence suggests that the conditions of retinal microvessels are indicators to a variety of cerebrovascular, neurodegenerative, psychiatric, and developmental diseases. Thus noninvasive visualization of the human retinal microcirculation offers an exceptional opportunity for the investigation of not only the retinal but also cerebral microvasculature. In this review, we show how the conditions of the retinal microvessels could be used to assess the conditions of brain microvessels because the microvascular network of the retina and brain share, in many aspects, standard features in development, morphology, function, and pathophysiology. Recent techniques and imaging modalities, such as optical coherence tomography (OCT), allow more precise visualization of various layers of the retina and its microcirculation, providing a "microscope" to brain microvessels. We also review the potential role of retinal microvessels in the risk identification of cerebrovascular and neurodegenerative diseases. The association between vision problems and cerebrovascular and neurodegenerative diseases, as well as the possible role of retinal microvascular imaging biomarkers in cerebrovascular and neurodegenerative screening, their potentials, and limitations, are also discussed.


Asunto(s)
Trastornos Cerebrovasculares/diagnóstico por imagen , Microvasos/diagnóstico por imagen , Enfermedades Neurodegenerativas/diagnóstico por imagen , Células Ganglionares de la Retina/patología , Vasos Retinianos/diagnóstico por imagen , Angiografía , Encéfalo , Circulación Cerebrovascular , Trastornos Cerebrovasculares/patología , Fondo de Ojo , Humanos , Microvasos/patología , Enfermedades Neurodegenerativas/patología , Neuronas/patología , Vasos Retinianos/patología , Tomografía de Coherencia Óptica
12.
Microvasc Res ; 104: 1-10, 2016 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-26569349

RESUMEN

The study of retinal hemodynamics plays an important role to understand the onset and progression of diabetic retinopathy. In this work, we developed an interactive retinal analysis tool to quantitatively measure the blood flow velocity (BFV) and blood flow rate (BFR) in the macular region using the Retinal Function Imager (RFI). By employing a high definition stroboscopic fundus camera, the RFI device is able to assess retinal blood flow characteristics in vivo. However, the measurements of BFV using a user-guided vessel segmentation tool may induce significant inter-observer differences and BFR is not provided in the built-in software. In this work, we have developed an interactive tool to assess the retinal BFV and BFR in the macular region. Optical coherence tomography data was registered with the RFI image to locate the fovea accurately. The boundaries of the vessels were delineated on a motion contrast enhanced image and BFV was computed by maximizing the cross-correlation of pixel intensities in a ratio video. Furthermore, we were able to calculate the BFR in absolute values (µl/s). Experiments were conducted on 122 vessels from 5 healthy and 5 mild non-proliferative diabetic retinopathy (NPDR) subjects. The Pearson's correlation of the vessel diameter measurements between our method and manual labeling on 40 vessels was 0.984. The intraclass correlation (ICC) of BFV between our proposed method and built-in software was 0.924 and 0.830 for vessels from healthy and NPDR subjects, respectively. The coefficient of variation between repeated sessions was reduced significantly from 22.5% to 15.9% in our proposed method (p<0.001).


Asunto(s)
Velocidad del Flujo Sanguíneo , Retinopatía Diabética/fisiopatología , Técnicas de Diagnóstico Oftalmológico , Mácula Lútea/irrigación sanguínea , Vasos Retinianos/fisiopatología , Anciano , Estudios de Casos y Controles , Femenino , Angiografía con Fluoresceína , Humanos , Masculino , Persona de Mediana Edad , Tomografía de Coherencia Óptica
13.
Graefes Arch Clin Exp Ophthalmol ; 254(6): 1075-81, 2016 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-26373549

RESUMEN

PURPOSE: The purpose of our study was to investigate the potential pitfalls associated with different vessel segmentation methods using the built-in software of the Retinal Function Imager (RFI) for the analysis of retinal blood flow velocity (BFV). METHODS: Ten eyes of nine healthy subjects were enrolled in the study. Retinal blood flow measurements were obtained with the RFI device with a 20° field of view imaging. The same grader segmented the retinal vasculature using the RFI software in both sessions, with segments ranging in length from 50 to 100 pixels ("short segments") and 100-200 pixels ("long segments"). The blood flow velocities for the arteriolar and venular system were calculated, and the percentage of excluded vessel segments with high coefficients of variation (>45 %) was recorded and compared by paired t test. Spearman's correlation was used to analyze the relationship between measurements by the two vessel segmentation methods. RESULTS: The number of analyzed vessel segments did not differ significantly between the two groups (28.6 ± 2.6 short and 26.7 ± 4.6 long segments), while the percentage of acceptable segments was significantly higher in the long segment group (65.2 ± 11.4 % vs 85.2 ± 5.87 %, p = 0.001). In the short segment group, more than 15 % of vessel segments were rejected in all subjects, while in the long segment group only three subjects had a rejection rate of greater than 15 % (16.7 %, 18.7 % and 28 %). Both arteriolar and venular velocities were lower in the short segment group, although it reached significance only for arteriolar velocities (3.93 ± 0.55 vs. 4.45 ± 0.76 mm/s, p = 0.036 and 2.95 ± 0.56 vs. 3.17 ± 0.84 mm/s, p = 0.201 for arterioles and venules, respectively). Only venular velocities showed significant correlation (p = 0.003, R (2) = 0.67) between the two groups. CONCLUSIONS: Our results suggest that BFV measurements by the RFI may be affected by segment length, and care should therefore be taken in choosing vessel segment lengths used during the analysis of RFI data. Long segments of 100-200 pixels (400-800 µm) seem to provide more robust measurements, which can be explained by the analysis methodology of the RFI device.


Asunto(s)
Técnicas de Diagnóstico Oftalmológico/instrumentación , Arteria Retiniana/fisiología , Vena Retiniana/fisiología , Adulto , Velocidad del Flujo Sanguíneo/fisiología , Femenino , Voluntarios Sanos , Humanos , Masculino , Persona de Mediana Edad , Fotograbar/instrumentación , Flujo Sanguíneo Regional , Reproducibilidad de los Resultados , Arteria Retiniana/diagnóstico por imagen , Vena Retiniana/diagnóstico por imagen , Adulto Joven
14.
BMC Bioinformatics ; 15: 295, 2014 Sep 01.
Artículo en Inglés | MEDLINE | ID: mdl-25178846

RESUMEN

BACKGROUND: The sensitivity of Optical Coherence Tomography (OCT) images to identify retinal tissue morphology characterized by early neural loss from normal healthy eyes is tested by calculating structural information and fractal dimension. OCT data from 74 healthy eyes and 43 eyes with type 1 diabetes mellitus with mild diabetic retinopathy (MDR) on biomicroscopy was analyzed using a custom-built algorithm (OCTRIMA) to measure locally the intraretinal layer thickness. A power spectrum method was used to calculate the fractal dimension in intraretinal regions of interest identified in the images. ANOVA followed by Newman-Keuls post-hoc analyses were used to test for differences between pathological and normal groups. A modified p value of <0.001 was considered statistically significant. Receiver operating characteristic (ROC) curves were constructed to describe the ability of each parameter to discriminate between eyes of pathological patients and normal healthy eyes. RESULTS: Fractal dimension was higher for all the layers (except the GCL + IPL and INL) in MDR eyes compared to normal healthy eyes. When comparing MDR with normal healthy eyes, the highest AUROC values estimated for the fractal dimension were observed for GCL + IPL and INL. The maximum discrimination value for fractal dimension of 0.96 (standard error =0.025) for the GCL + IPL complex was obtained at a FD ≤ 1.66 (cut off point, asymptotic 95% Confidence Interval: lower-upper bound = 0.905-1.002). Moreover, the highest AUROC values estimated for the thickness measurements were observed for the OPL, GCL + IPL and OS. Particularly, when comparing MDR eyes with control healthy eyes, we found that the fractal dimension of the GCL + IPL complex was significantly better at diagnosing early DR, compared to the standard thickness measurement. CONCLUSIONS: Our results suggest that the GCL + IPL complex, OPL and OS are more susceptible to initial damage when comparing MDR with control healthy eyes. Fractal analysis provided a better sensitivity, offering a potential diagnostic predictor for detecting early neurodegeneration in the retina.


Asunto(s)
Fractales , Procesamiento de Imagen Asistido por Computador/métodos , Retina/patología , Tomografía de Coherencia Óptica/métodos , Adulto , Algoritmos , Estudios de Casos y Controles , Retinopatía Diabética/diagnóstico , Retinopatía Diabética/patología , Diagnóstico Precoz , Femenino , Humanos , Masculino , Curva ROC , Análisis de Ondículas
15.
BMC Bioinformatics ; 15: 106, 2014 Apr 12.
Artículo en Inglés | MEDLINE | ID: mdl-24725911

RESUMEN

BACKGROUND: Artificial neural networks (ANNs) have been used to classify eye diseases, such as diabetic retinopathy (DR) and glaucoma. DR is the leading cause of blindness in working-age adults in the developed world. The implementation of DR diagnostic routines could be feasibly improved by the integration of structural and optical property test measurements of the retinal structure that provide important and complementary information for reaching a diagnosis. In this study, we evaluate the capability of several structural and optical features (thickness, total reflectance and fractal dimension) of various intraretinal layers extracted from optical coherence tomography images to train a Bayesian ANN to discriminate between healthy and diabetic eyes with and with no mild retinopathy. RESULTS: When exploring the probability as to whether the subject's eye was healthy (diagnostic condition, Test 1), we found that the structural and optical property features of the outer plexiform layer (OPL) and the complex formed by the ganglion cell and inner plexiform layers (GCL + IPL) provided the highest probability (positive predictive value (PPV) of 91% and 89%, respectively) for the proportion of patients with positive test results (healthy condition) who were correctly diagnosed (Test 1). The true negative, TP and PPV values remained stable despite the different sizes of training data sets (Test 2). The sensitivity, specificity and PPV were greater or close to 0.70 for the retinal nerve fiber layer's features, photoreceptor outer segments and retinal pigment epithelium when 23 diabetic eyes with mild retinopathy were mixed with 38 diabetic eyes with no retinopathy (Test 3). CONCLUSIONS: A Bayesian ANN trained on structural and optical features from optical coherence tomography data can successfully discriminate between healthy and diabetic eyes with and with no retinopathy. The fractal dimension of the OPL and the GCL + IPL complex predicted by the Bayesian radial basis function network provides better diagnostic utility to classify diabetic eyes with mild retinopathy. Moreover, the thickness and fractal dimension parameters of the retinal nerve fiber layer, photoreceptor outer segments and retinal pigment epithelium show promise for the diagnostic classification between diabetic eyes with and with no mild retinopathy.


Asunto(s)
Automatización , Retinopatía Diabética/diagnóstico , Tomografía de Coherencia Óptica , Adulto , Teorema de Bayes , Diagnóstico Precoz , Femenino , Humanos , Masculino , Tomografía de Coherencia Óptica/métodos
16.
BMC Ophthalmol ; 14: 148, 2014 Nov 27.
Artículo en Inglés | MEDLINE | ID: mdl-25428608

RESUMEN

BACKGROUND: To investigate the influence of scan distance on retinal boundary detection errors (RBDEs) and retinal thickness measurements by spectral domain optical coherence tomography (SD-OCT). METHODS: 10 eyes of healthy subjects, 10 eyes with diabetic macular edema (DME) and 10 eyes with neovascular age-related macular degeneration (AMD) were examined with RTVue SD-OCT. The MM5 protocol was used in two consecutive sessions to scan the macula. For the first session, the device was set 3.5 cm from the eye in order to obtain detectable signal with low fundus image quality (suboptimal setting) while in the second session a distance of 2.5 cm was set with a good quality fundus image. The signal strength (SSI) value was recorded. The score for retinal boundary detection errors (RBDE) was calculated for ten scans of each examination. RBDE scores were recorded for the whole scan and also for the peripheral 1.0 mm region. RBDE scores, regional retinal thickness values and SSI values between the two sessions were compared. The correlation between SSI and the number of RBDEs was also examined. RESULTS: The SSI was significantly lower with suboptimal settings compared to optimal settings (63.9±12.0 vs. 68.3±12.2, respectively, p = 0.001) and the number of RBDEs was significantly higher with suboptimal settings in the "all-eyes" group along with the group of healthy subjects and eyes with DME (9.1±6.5 vs. 6.8±6.3, p = 0.007; 4.4±2.6 vs. 2.5±1.6, p = 0.035 and 9.7±3.3 vs. 5.1±3.7, p = 0.008, respectively). For these groups, significant negative correlation was found between the SSI and the number of RBDEs. In the AMD group, the number of RBDEs was markedly higher compared to the other groups and there was no difference in RBDEs between optimal and suboptimal settings with the errors being independent of the SSI. There were significantly less peripheral RBDEs with optimal settings in the "all-eyes" group and the DME subgroup (2.7±2.6 vs. 4.2±2.8, p = 0.001 and 1.4±1.7 vs. 4.1±2.2, p = 0.007, respectively). Retinal thickness in the two settings was significantly different only in the outer-superior region in DME. CONCLUSIONS: Optimal distance settings improve SD-OCT SSI with a decrease in RBDEs while retinal thickness measurements are independent of scanning distance.


Asunto(s)
Retinopatía Diabética/diagnóstico , Errores Diagnósticos , Edema Macular/diagnóstico , Retina/patología , Tomografía de Coherencia Óptica/métodos , Degeneración Macular Húmeda/diagnóstico , Estudios Transversales , Voluntarios Sanos , Humanos , Tamaño de los Órganos , Estudios Prospectivos
17.
BMC Ophthalmol ; 14: 76, 2014 Jun 02.
Artículo en Inglés | MEDLINE | ID: mdl-24885759

RESUMEN

BACKGROUND: Acute severe postoperative endophthalmitis may lead to severe vision loss. The aim of this study was the analysis of macular microstructure imaged by spectral domain optical coherence tomography in patients after pars plana vitrectomy due to postcataract endophthalmitis. METHODS: A cross sectional study was carried out in 17 patients who had cataract surgery in both eyes and underwent unilateral pars plana vitrectomy due to postcataract endophthalmitis. Postoperative best corrected visual acuity was determined in both eyes. Evaluation of macular thickness, macular volume, peripapillary retinal nerve fiber layer thickness and choroidal thickness using enhanced depth imaging technique was performed by spectral domain optical coherence tomography. The measurements obtained in the operated eye were compared to the fellow eye by Wilcoxon matched pair test. Correlation test was performed by Spearman rank order. RESULTS: A mean postoperative best corrected visual acuity of 63 ± 30 ETDRS letters versus 75 ± 21 letters was achieved in the study and fellow eyes, respectively, after a mean of 5.3 ± 4.5 months (p = 0.1). The mean macular thickness was 320.6 ± 28.8 µm SD in the study eyes compared to 318.4 ± 18.8 µm in the fellow eyes (p = 0.767). No differences were noted in macular volume (p = 0.97) and in peripapillary retinal nerve fiber layer thickness (p = 0.31). Choroidal thickness was significantly lower in the study eyes compared to the fellow eyes (p = 0.018). Epiretinal membrane was found in 7 eyes after endophthalmitis, while in the fellow eyes only in 3 cases (p = 0.13, Fisher's exact test). CONCLUSION: Choroidal thickness decreased significantly after endophthalmitis, but there was no functional correlation with the changes in choroidal microstructure. The development of epiretinal membranes may be associated with either vitrectomy or endophthalmitis in the history. Absence of other significant structural and morphological findings shows that successful treatment may guarantee good clinical results even in long term after this severe postoperative complication.


Asunto(s)
Extracción de Catarata/efectos adversos , Endoftalmitis/cirugía , Mácula Lútea/patología , Infección de la Herida Quirúrgica/cirugía , Tomografía de Coherencia Óptica/métodos , Agudeza Visual , Vitrectomía/métodos , Anciano , Anciano de 80 o más Años , Estudios Transversales , Endoftalmitis/diagnóstico , Endoftalmitis/etiología , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Infección de la Herida Quirúrgica/diagnóstico , Infección de la Herida Quirúrgica/etiología , Resultado del Tratamiento
20.
PLoS One ; 18(10): e0292776, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37796944

RESUMEN

[This corrects the article DOI: 10.1371/journal.pone.0271156.].

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