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1.
BMC Ophthalmol ; 24(1): 400, 2024 Sep 09.
Artículo en Inglés | MEDLINE | ID: mdl-39251933

RESUMEN

BACKGROUND: We aimed to evaluate microaneurysms (MAs) after treatment with anti-vascular endothelial growth factor (anti-VEGF) therapy to understand causes of chronic edema and anti-VEGF resistance. METHODS: Patients with non-proliferative diabetic retinopathy, with or without macular edema were recruited. Optical coherence tomography angiography (OCTA) MAs-related parameters were observed, including the maximum diameter of overall dimensions, material presence, and flow signal within the lumen. OCTA parameters also included central macular thickness (CMT), foveal avascular zone, superficial and deep capillary plexuses, and non-flow area measurements on the superficial retinal slab. RESULTS: Overall, 48 eyes from 43 patients were evaluated. CMT differed significantly between the diabetic macular edema (DME ) and non-DME (NDME) groups at 1st, 2nd, 3rd, and 6th months of follow-up (P < 0.001; <0.001; 0.003; <0.001, respectively). A total of 55 and 59 MAs were observed in the DME (mean = 99.40 ± 3.18 µm) and NDME (mean maximum diameter = 74.70 ± 2.86 µm) groups at baseline, respectively (significant between-group difference: P < 0.001). Blood flow signal was measurable for 46 (83.6%) and 34 (59.3%) eyes in the DME and NDME groups, respectively (significant between-group difference: P < 0.001). CONCLUSIONS: Compared to the NDME group, the DME group had larger MAs and a higher blood-flow signal ratio. Following anti-VEGF therapy, changes in the diameter of MAs were observed before changes in CMT thickness.


Asunto(s)
Inhibidores de la Angiogénesis , Retinopatía Diabética , Angiografía con Fluoresceína , Inyecciones Intravítreas , Edema Macular , Microaneurisma , Tomografía de Coherencia Óptica , Factor A de Crecimiento Endotelial Vascular , Agudeza Visual , Humanos , Tomografía de Coherencia Óptica/métodos , Retinopatía Diabética/tratamiento farmacológico , Retinopatía Diabética/diagnóstico , Edema Macular/tratamiento farmacológico , Edema Macular/etiología , Edema Macular/diagnóstico por imagen , Edema Macular/diagnóstico , Masculino , Microaneurisma/diagnóstico , Femenino , Persona de Mediana Edad , Inhibidores de la Angiogénesis/uso terapéutico , Angiografía con Fluoresceína/métodos , Factor A de Crecimiento Endotelial Vascular/antagonistas & inhibidores , Anciano , Ranibizumab/uso terapéutico , Ranibizumab/administración & dosificación , Vasos Retinianos/diagnóstico por imagen , Vasos Retinianos/patología , Fondo de Ojo , Estudios de Seguimiento
4.
Cornea ; 43(8): 1062-1064, 2024 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-38635480

RESUMEN

PURPOSE: The diagnosis of conjunctival squamous intraepithelial neoplasia (CSIN) can be difficult because of the heterogeneous appearance. Despite established risk factors and diagnostic support by high-resolution optical coherence tomography (hrOCT) and indocyanine green angiography (ICGA), the only reliable diagnostic method is a histological work-up. This case report is the first to describe corneal microaneurysms in CSIN as a vascular feature for conjunctival tumor angiogenesis. METHODS: An 84-year-old male patient was referred with a suspected diagnosis of pterygium. Biomicroscopic examination revealed a whitish epithelial lesion of conjunctival origin with centripetal corneal growth and extension over 5 limbal hours. Intralesional vascularization showed highly altered morphology with aneurysmal changes. After imaging with hrOCT and ICGA, excision was performed in a "no-touch double-freeze and thaw" technique, followed by histological and immunohistochemical work-up. RESULTS: hrOCT showed an epithelial, hyperreflective lesion with a maximum thickness of 272 µm and sharp central border. ICGA confirmed active perfusion and partial thrombosis of the aneurysmal terminal vascular buds dilated to 405 µm with early dye leakage within the first minute. Histological examination confirmed the clinical diagnosis of CSIN with focal high-grade dysplasia. Postoperatively, there was no recurrence during the observation period of 5 months. CONCLUSIONS: Intralesional terminal microaneurysms are a feature of tumor angiogenesis in CSIN. The relevance and frequency of this potential new risk factor for malignancy should be investigated in further studies.


Asunto(s)
Carcinoma in Situ , Neoplasias de la Conjuntiva , Microaneurisma , Tomografía de Coherencia Óptica , Humanos , Masculino , Anciano de 80 o más Años , Neoplasias de la Conjuntiva/diagnóstico , Tomografía de Coherencia Óptica/métodos , Carcinoma in Situ/diagnóstico , Carcinoma in Situ/patología , Microaneurisma/diagnóstico , Enfermedades de la Córnea/diagnóstico , Enfermedades de la Córnea/cirugía , Enfermedades de la Córnea/etiología , Angiografía con Fluoresceína/métodos , Carcinoma de Células Escamosas/diagnóstico , Carcinoma de Células Escamosas/patología , Colorantes/administración & dosificación , Verde de Indocianina/administración & dosificación
5.
Int Ophthalmol ; 44(1): 91, 2024 Feb 17.
Artículo en Inglés | MEDLINE | ID: mdl-38367192

RESUMEN

BACKGROUND: The timely diagnosis of medical conditions, particularly diabetic retinopathy, relies on the identification of retinal microaneurysms. However, the commonly used retinography method poses a challenge due to the diminutive dimensions and limited differentiation of microaneurysms in images. PROBLEM STATEMENT: Automated identification of microaneurysms becomes crucial, necessitating the use of comprehensive ad-hoc processing techniques. Although fluorescein angiography enhances detectability, its invasiveness limits its suitability for routine preventative screening. OBJECTIVE: This study proposes a novel approach for detecting retinal microaneurysms using a fundus scan, leveraging circular reference-based shape features (CR-SF) and radial gradient-based texture features (RG-TF). METHODOLOGY: The proposed technique involves extracting CR-SF and RG-TF for each candidate microaneurysm, employing a robust back-propagation machine learning method for training. During testing, extracted features from test images are compared with training features to categorize microaneurysm presence. RESULTS: The experimental assessment utilized four datasets (MESSIDOR, Diaretdb1, e-ophtha-MA, and ROC), employing various measures. The proposed approach demonstrated high accuracy (98.01%), sensitivity (98.74%), specificity (97.12%), and area under the curve (91.72%). CONCLUSION: The presented approach showcases a successful method for detecting retinal microaneurysms using a fundus scan, providing promising accuracy and sensitivity. This non-invasive technique holds potential for effective screening in diabetic retinopathy and other related medical conditions.


Asunto(s)
Retinopatía Diabética , Microaneurisma , Humanos , Retinopatía Diabética/diagnóstico , Microaneurisma/diagnóstico , Algoritmos , Interpretación de Imagen Asistida por Computador/métodos , Aprendizaje Automático , Fondo de Ojo
6.
Ophthalmol Retina ; 8(2): 108-115, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-37673397

RESUMEN

PURPOSE: Microaneurysms (MAs) have distinct, oval-shaped, hyperreflective walls on structural OCT, and inconsistent flow signal in the lumen with OCT angiography (OCTA). Their relationship to regional macular edema in diabetic retinopathy (DR) has not been quantitatively explored. DESIGN: Retrospective, cross-sectional study. PARTICIPANTS: A total of 99 participants, including 23 with mild, nonproliferative DR (NPDR), 25 with moderate NPDR, 34 with severe NPDR, and 17 with proliferative DR. METHODS: We obtained 3 × 3-mm scans with a commercial device (Solix, Visionix/Optovue) in 99 patients with DR. Trained graders manually identified MAs and their location relative to the anatomic layers from cross-sectional OCT. Microaneurysms were first classified as perfused if flow signal was present in the OCTA channel. Then, perfused MAs were further classified into fully and partially perfused MAs based on the flow characteristics in en face OCTA. The presence of retinal fluid based on OCT near MAs was compared between perfused and nonperfused types. We also compared OCT-based MA detection to fundus photography (FP)- and fluorescein angiography (FA)-based detection. MAIN OUTCOME MEASURES: OCT-identified MAs can be classified according to colocalized OCTA flow signal into fully perfused, partially perfused, and nonperfused types. Fully perfused MAs may be more likely to be associated with diabetic macular edema (DME) than those without flow. RESULTS: We identified 308 MAs (166 fully perfused, 88 partially perfused, 54 nonperfused) in 42 eyes using OCT and OCTA. Nearly half of the MAs identified in this study straddle the inner nuclear layer and outer plexiform layer. Compared with partially perfused and nonperfused MAs, fully perfused MAs were more likely to be associated with local retinal fluid. The associated fluid volumes were larger with fully perfused MAs compared with other types. OCT/OCTA detected all MAs found on FP. Although not all MAs seen with FA were identified with OCT, some MAs seen with OCT were not visible with FA or FP. CONCLUSIONS: OCT-identified MAs with colocalized flow on OCTA are more likely to be associated with DME than those without flow. FINANCIAL DISCLOSURE(S): Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.


Asunto(s)
Retinopatía Diabética , Edema Macular , Microaneurisma , Humanos , Retinopatía Diabética/complicaciones , Vasos Retinianos , Microaneurisma/diagnóstico , Microaneurisma/etiología , Estudios Transversales , Edema Macular/etiología , Edema Macular/complicaciones , Estudios Retrospectivos , Tomografía de Coherencia Óptica , Angiografía con Fluoresceína , Retina
7.
Acta Ophthalmol ; 102(5): e687-e695, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38126128

RESUMEN

PURPOSE: To compare detection rates of microaneurysms (MAs) on high-speed megahertz optical coherence tomography angiography (MHz-OCTA), fluorescein angiography (FA) and colour fundus photography (CF) in patients with diabetic retinopathy (DR). METHODS: For this exploratory cross-sectional study, MHz-OCTA data were acquired with a swept-source OCT prototype (A-scan rate: 1.7 MHz), and FA and CF imaging was performed using Optos® California. MA count was manually evaluated on en face MHz-OCTA/FA/CF images within an extended ETDRS grid. Detectability of MAs visible on FA images was evaluated on corresponding MHz-OCTA and CF images. MA distribution and leakage were correlated with detectability on OCTA and CF imaging. RESULTS: 47 eyes with severe DR (n = 12) and proliferative DR (n = 35) were included. MHz-OCTA and CF imaging detected on average 56% and 36% of MAs, respectively. MHz-OCTA detection rate was significantly higher than CF (p < 0.01). The combination of MHz-OCTA and CF leads to an increased detection rate of 70%. There was no statistically significant association between leakage and MA detectability on OCTA (p = 0.13). For CF, the odds of detecting leaking MAs were significantly lower than non-leaking MAs (p = 0.012). Using MHz-OCTA, detection of MAs outside the ETDRS grid was less likely than MAs located within the ETDRS grid (outer ring, p < 0.01; inner ring, p = 0.028). No statistically significant difference between rings was observed for CF measurements. CONCLUSIONS: More MAs were detected on MHz-OCTA than on CF imaging. Detection rate was lower for MAs located outside the macular region with MHz-OCTA and for leaking MAs with CF imaging. Combining both non-invasive modalities can improve MA detection.


Asunto(s)
Retinopatía Diabética , Angiografía con Fluoresceína , Fondo de Ojo , Microaneurisma , Vasos Retinianos , Tomografía de Coherencia Óptica , Humanos , Retinopatía Diabética/diagnóstico , Retinopatía Diabética/diagnóstico por imagen , Tomografía de Coherencia Óptica/métodos , Estudios Transversales , Microaneurisma/diagnóstico , Microaneurisma/etiología , Angiografía con Fluoresceína/métodos , Masculino , Femenino , Persona de Mediana Edad , Vasos Retinianos/diagnóstico por imagen , Vasos Retinianos/patología , Anciano
8.
Invest Ophthalmol Vis Sci ; 64(13): 31, 2023 10 03.
Artículo en Inglés | MEDLINE | ID: mdl-37856112

RESUMEN

Purpose: Microaneurysm (MA) plays an important role in the pathogenesis of diabetic macular edema (DME) progression and response to anti-vascular endothelial growth factor (VEGF) therapy. This study aimed to investigate the effect of faricimab, a bispecific antibody against angiopoietin-2 and VEGF, on the number of MAs and their turnover in the treatment of DME. Methods: We included that patients with DME who underwent three monthly injections of faricimab in one eye, with the other eye as control. We examined central retinal thickness (CRT) based on optical coherence tomography (OCT) and best-corrected visual acuity. Turnover, including loss and newly formed MAs, and the total number of MAs were counted based on merged images of the OCT map and fluorescein angiography. Results: We enrolled 28 patients with DME. After 3 monthly injections of faricimab, CRT significantly improved, 66.0 ± 16.2% of MAs disappeared, and 6.71 ± 5.6% of new MAs were generated, resulting in total reduction to 40.7 ± 15.2%. In the treated eyes, MA disappearance (P < 0.0001) and turnover (P = 0.007) were significantly greater, and new formation was smaller (P < 0.0001) than in non-treated eyes. The size of the retained MAs decreased after treatment. Microaneurysm turnover was not significantly different between areas with and without edema before treatment. Conclusions: In the process of improving edema in DME with faricimab, MAs shrink and disappear, and formation of MAs are inhibited, resulting in decreased total number of MAs. Intravitreal administration of faricimab suppresses vascular permeability and improves vascular structure.


Asunto(s)
Diabetes Mellitus , Retinopatía Diabética , Edema Macular , Microaneurisma , Humanos , Edema Macular/diagnóstico , Edema Macular/tratamiento farmacológico , Edema Macular/etiología , Retinopatía Diabética/complicaciones , Retinopatía Diabética/diagnóstico , Retinopatía Diabética/tratamiento farmacológico , Factor A de Crecimiento Endotelial Vascular , Inhibidores de la Angiogénesis/uso terapéutico , Microaneurisma/diagnóstico , Microaneurisma/tratamiento farmacológico , Microaneurisma/etiología , Inyecciones Intravítreas , Edema , Tomografía de Coherencia Óptica/métodos
9.
BMC Ophthalmol ; 22(1): 418, 2022 Nov 03.
Artículo en Inglés | MEDLINE | ID: mdl-36329416

RESUMEN

BACKGROUND: The aim of this study was to evaluate the structural retinal vascular integrity using optical coherence tomography angiography (OCTA) in treatment-naïve eyes with diabetic macular edema (DME) and to compare it with findings in diabetic eyes without DME. METHODS: In this prospective study, 70 eyes with diabetic retinopathy were included (37 eyes with DME and 33 eyes without DME). The medical records, including swept-source optical coherence tomography and 9 × 9 mm swept-source OCTA images were reviewed and compared between DME and non-DME groups. Microaneurysms, intraretinal microvascular abnormalities (IRMA), areas of capillary non perfusion, foveal avascular zone (FAZ), and capillary vascular density (CVD) were analyzed in the superficial capillary plexus (SCP) and the deep capillary plexus (DCP). RESULTS: Compared to the non-DME eyes, DME eyes had more microaneurysms in the SCP and the DCP (p = 0,039 and p = 0,024 respectively), more IRMA in the SCP (p = 0,005), larger areas of capillary non perfusion in the SCP and the DCP (p = 0,026 and p = 0,02 respectively) and larger FAZ in both plexuses (p = 0,048 in the SCP and p = 0,012 in the DCP). The CVD in the DCP was lower in DME eyes compared to non-DME eyes (p = 0,007). The severity of DME was significantly correlated to the number of microaneurysms and to the FAZ surface. Central macular thickness was significantly correlated with the number of microaneurysms in the DCP, the surface of capillary non perfusion areas and the FAZ area in both plexuses. CONCLUSIONS: OCTA with a 9 × 9 mm field of view showed that the retinal vascular integrity regarding the number of microaneurysms, the number of IRMA, the surface of capillary non perfusion areas, the FAZ area and the CVD, was significantly more impaired in DME eyes compared to diabetic eyes without DME. The DCP seemed to be more affected in diabetic eyes with and without DME than the SCP.


Asunto(s)
Diabetes Mellitus , Retinopatía Diabética , Edema Macular , Microaneurisma , Humanos , Retinopatía Diabética/complicaciones , Retinopatía Diabética/diagnóstico , Tomografía de Coherencia Óptica/métodos , Edema Macular/diagnóstico , Angiografía con Fluoresceína/métodos , Microaneurisma/diagnóstico , Vasos Retinianos , Estudios Prospectivos , Agudeza Visual
10.
Graefes Arch Clin Exp Ophthalmol ; 260(11): 3517-3523, 2022 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-35665851

RESUMEN

PURPOSE: To investigate the relevance of microaneurysm morphology in optical coherence tomography angiography (OCTA) image averaging and fluorescein leakage in diabetic retinopathy (DR). METHODS: In 38 consecutive patients with DR, ten consecutive 3- × 3-mm fovea-centered OCTA (HS100, Canon Inc., Tokyo, Japan) and fluorescein angiography (FA) were performed, and averaged OCTA images were created based on the 10 images. After detecting all microaneurysms in FA images, the morphology was classified into four types (focal bulge, saccular/pedunculated, fusiform, and mixed) using averaged OCTA images. The correlation between microaneurysm leakage in FA, retinopathy stage, and microaneurysm morphology was estimated. RESULTS: Thirty-eight eyes (50.0%) of the 33 patients were available for analysis, and 370 (63.5%) of the 583 FA-detected microaneurysms were morphologically classifiable (focal bulge, 46; saccular/pedunculated, 143; fusiform, 29; and mixed, 152) in OCTA. There was a significant correlation between stage and percentage of microaneurysm morphology and between morphology and the presence of leakage (P < 0.0001 and P < 0.01, respectively). The proportion of focal bulges decreased with stage progression, while the other three types increased with stage progression. The percentage of FA leakage for focal bulge, saccular/pedunculated, fusiform, and mixed was 41.3%, 66.4%, 82.8%, and 66.4%, respectively, and the fusiform type showed significant FA leakage. CONCLUSION: Microaneurysm morphology is correlated with the DR stage and FA leakage. Microaneurysm morphology recognition using OCTA image averaging may be useful for the clinical evaluation of DR.


Asunto(s)
Diabetes Mellitus , Retinopatía Diabética , Microaneurisma , Humanos , Retinopatía Diabética/complicaciones , Retinopatía Diabética/diagnóstico , Microaneurisma/diagnóstico , Microaneurisma/etiología , Tomografía de Coherencia Óptica/métodos , Vasos Retinianos , Agudeza Visual , Angiografía con Fluoresceína/métodos , Fóvea Central , Fluoresceínas
12.
Mod Pathol ; 34(12): 2109-2121, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34326486

RESUMEN

Intracerebral hemorrhage (ICH) is a significant cause of morbidity and mortality worldwide. Hypertension and cerebral amyloid angiopathy (CAA) are the most common causes of primary ICH, but the mechanism of hemorrhage in both conditions is unclear. Although fibrinoid necrosis and Charcot-Bouchard aneurysms (CBAs) have been postulated to underlie vessel rupture in ICH, the role and significance of CBAs in ICH has been controversial. First described as the source of bleeding in hypertensive hemorrhage, they are also one of the CAA-associated microangiopathies along with fibrinoid necrosis, fibrosis and "lumen within a lumen appearance." We describe clinicopathologic findings of CBAs found in 12 patients out of over 2700 routine autopsies at a tertiary academic medical center. CBAs were rare and predominantly seen in elderly individuals, many of whom had multiple systemic and cerebrovascular comorbidities including hypertension, myocardial and cerebral infarcts, and CAA. Only one of the 12 subjects with CBAs had a large ICH, and the etiology underlying the hemorrhage was likely multifactorial. Two CBAs in the basal ganglia demonstrated associated microhemorrhages, while three demonstrated infarcts in the vicinity. CBAs may not be a significant cause of ICH but are a manifestation of severe cerebral small vessel disease including both hypertensive arteriopathy and CAA.


Asunto(s)
Encefalopatías/diagnóstico , Microaneurisma/diagnóstico , Anciano , Anciano de 80 o más Años , Arteriosclerosis/diagnóstico , Aterosclerosis/diagnóstico , Angiopatía Amiloide Cerebral/complicaciones , Hemorragia Cerebral/complicaciones , Circulación Cerebrovascular , Femenino , Humanos , Hipertensión/complicaciones , Masculino , Persona de Mediana Edad , Factores de Riesgo
13.
Int J Comput Assist Radiol Surg ; 16(6): 883-894, 2021 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-33978894

RESUMEN

PURPOSE: Knowing the early lesion detection of fundus images is very important to prevent blindness, and accurate lesion segmentation can provide doctors with diagnostic evidence. This study proposes a method based on improved Hessian matrix eigenvalue analysis to detect microaneurysms and hemorrhages in the fundus images of diabetic patients. METHODS: A two-step method including identification of lesion candidate regions and classification of candidate regions is adopted. In the first step, the method of eigenvalue analysis based on the improved hessian matrix was applied to enhance the image preprocessed. A dual-threshold method was used for segmentation. Then, blood vessels were gradually removed to obtain the lesion candidate regions. In the second step, all candidates were classified into three categories: microaneurysms, hemorrhages and the others. RESULTS: The proposed method has achieved a better performance compared with the existing algorithms on accuracy rates. The classification accuracy rates of microaneurysms and hemorrhages obtained by using our method were 94.4% and 94.0%, respectively, while the classification accuracy rates obtained by using Frangi's filter based on the Hessian matrix to enhance the image were 90.9% and 92.1%. CONCLUSION: This study demonstrated a methodology for enhancing images by using eigenvalue analysis based on the improved Hessian matrix and segmentation by using double thresholds. The proposed method is beneficial to improve the detection accuracy of microaneurysms and hemorrhages in fundus images.


Asunto(s)
Algoritmos , Retinopatía Diabética/complicaciones , Técnicas de Diagnóstico Oftalmológico , Aumento de la Imagen/métodos , Microaneurisma/diagnóstico , Hemorragia Retiniana/diagnóstico , Retinopatía Diabética/diagnóstico , Fondo de Ojo , Humanos , Hemorragia Retiniana/etiología
14.
Proc Natl Acad Sci U S A ; 118(13)2021 03 30.
Artículo en Inglés | MEDLINE | ID: mdl-33762307

RESUMEN

Understanding the mechanics of blood flow is necessary for developing insights into mechanisms of physiology and vascular diseases in microcirculation. Given the limitations of technologies available for assessing in vivo flow fields, in vitro methods based on traditional microfluidic platforms have been developed to mimic physiological conditions. However, existing methods lack the capability to provide accurate assessment of these flow fields, particularly in vessels with complex geometries. Conventional approaches to quantify flow fields rely either on analyzing only visual images or on enforcing underlying physics without considering visualization data, which could compromise accuracy of predictions. Here, we present artificial-intelligence velocimetry (AIV) to quantify velocity and stress fields of blood flow by integrating the imaging data with underlying physics using physics-informed neural networks. We demonstrate the capability of AIV by quantifying hemodynamics in microchannels designed to mimic saccular-shaped microaneurysms (microaneurysm-on-a-chip, or MAOAC), which signify common manifestations of diabetic retinopathy, a leading cause of vision loss from blood-vessel damage in the retina in diabetic patients. We show that AIV can, without any a priori knowledge of the inlet and outlet boundary conditions, infer the two-dimensional (2D) flow fields from a sequence of 2D images of blood flow in MAOAC, but also can infer three-dimensional (3D) flow fields using only 2D images, thanks to the encoded physics laws. AIV provides a unique paradigm that seamlessly integrates images, experimental data, and underlying physics using neural networks to automatically analyze experimental data and infer key hemodynamic indicators that assess vascular injury.


Asunto(s)
Inteligencia Artificial , Velocidad del Flujo Sanguíneo , Retinopatía Diabética/diagnóstico , Imagenología Tridimensional/métodos , Dispositivos Laboratorio en un Chip , Microaneurisma/diagnóstico , Vasos Retinianos/fisiopatología , Reología/métodos , Simulación por Computador , Retinopatía Diabética/fisiopatología , Hemodinámica , Humanos , Microaneurisma/fisiopatología , Técnicas Analíticas Microfluídicas , Flujo Sanguíneo Regional
15.
J Fr Ophtalmol ; 44(3): 420-440, 2021 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-33526268

RESUMEN

Diabetic retinopathy (DR) is a disease facilitated by the rapid spread of diabetes worldwide. DR can blind diabetic individuals. Early detection of DR is essential to restoring vision and providing timely treatment. DR can be detected manually by an ophthalmologist, examining the retinal and fundus images to analyze the macula, morphological changes in blood vessels, hemorrhage, exudates, and/or microaneurysms. This is a time consuming, costly, and challenging task. An automated system can easily perform this function by using artificial intelligence, especially in screening for early DR. Recently, much state-of-the-art research relevant to the identification of DR has been reported. This article describes the current methods of detecting non-proliferative diabetic retinopathy, exudates, hemorrhage, and microaneurysms. In addition, the authors point out future directions in overcoming current challenges in the field of DR research.


Asunto(s)
Diabetes Mellitus , Retinopatía Diabética , Microaneurisma , Inteligencia Artificial , Retinopatía Diabética/diagnóstico , Fondo de Ojo , Humanos , Microaneurisma/diagnóstico , Retina
16.
Graefes Arch Clin Exp Ophthalmol ; 259(6): 1513-1520, 2021 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-33006655

RESUMEN

PURPOSE: To evaluate changes in the visualization of microaneurysms (MAs) in cases of macular telangiectasia (Mac Tel) type 1 on optical coherence tomography angiography (OCTA) before and after treatment with direct photocoagulation and to evaluate their relationship with treatment efficacy. METHODS: The study included 12 eyes from 12 patients (8 men, 4 women; mean age 72.1 years) with Mac Tel type 1 accompanied by cystoid macular edema. OCTA for the evaluation of MAs was performed before and 15 min and 6, 12, and 24 weeks after photocoagulation. The best-corrected visual acuity (BCVA) and central retinal thickness (CRT) were also evaluated. RESULTS: A total of 73 MAs were detected within the areas of macular edema on OCTA, and 39 of these underwent photocoagulation. At 15 min after treatment, 17 MAs were no longer visible on OCTA. At 6 weeks, two MAs had reappeared, whereas five additional MAs were no longer visible. The CRT in eyes with resolved MA was significantly less than that in eyes with persistent MAs (p = 0.016). At 24 weeks, seven eyes had no visible MAs, and the BCVA was not significantly different from baseline. CONCLUSION: OCTA can monitor changes in the visualization of MAs associated with Mac Tel type 1 after direct photocoagulation. Eyes in which MAs disappeared after treatment could recover from cystoid macular edema.


Asunto(s)
Retinopatía Diabética , Microaneurisma , Telangiectasia , Anciano , Retinopatía Diabética/cirugía , Femenino , Angiografía con Fluoresceína , Humanos , Fotocoagulación , Masculino , Microaneurisma/diagnóstico , Microaneurisma/etiología , Microaneurisma/cirugía , Tomografía de Coherencia Óptica , Agudeza Visual
17.
Br J Ophthalmol ; 105(4): 526-530, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-32527718

RESUMEN

BACKGROUND: To compare fluorescein angiography (FA) and five different optical coherence tomography angiography (OCTA) devices and to test their reproducibility in the evaluation of retinal microaneurysms (MAs) secondary to diabetic retinopathy (DR). METHODS: On the same day, patients with DR were imaged with FA and five OCTA devices: prototype Spectralis OCTA, prototype PlexElite, RTVue XR Avanti, AngioPlex and DRI OCT Triton. For all OCTA devices, a 3×3 volume scan pattern was performed. MAs were evaluated for the superficial capillary plexus (SCP) and deep capillary plexus (DCP). RESULTS: Twenty eyes of 15 patients with DR were included. FA counted a significantly higher number of MAs compared to OCTA devices. Spectralis OCTA obtained a significantly higher number of MAs compared to PlexElite, RTVue XR Avanti, AngioPlex and DRI OCT Triton (p<0.0001). PlexElite and AngioPlex showed a greater number of MAs in the SCP, Spectralis OCTA, RTVue XR Avanti and DRI OCT Triton in the DCP. Higher sensitivity (43.3%) but lowest specificity (54.4%) was observed for Spectralis OCTA compared to other devices. The higher specificity (78.5%) and positive predictive value (83.3%) were observed for DRI OCT Triton. CONCLUSIONS: FA remains the best imaging modality to visualise retinal MAs. Spectralis OCTA was able to detect more MAs compared to other devices, likely due to the higher number of B-scans in the scanned area as well as due to the higher number of repeated B-scans. The high variability between OCTA devices should be taken into account for future clinical trials as in clinical practice.


Asunto(s)
Angiografía con Fluoresceína/instrumentación , Microaneurisma/diagnóstico , Vasos Retinianos/diagnóstico por imagen , Tomografía de Coherencia Óptica/instrumentación , Anciano , Anciano de 80 o más Años , Diseño de Equipo , Femenino , Estudios de Seguimiento , Fondo de Ojo , Humanos , Masculino , Persona de Mediana Edad , Reproducibilidad de los Resultados , Estudios Retrospectivos
18.
Br J Ophthalmol ; 105(8): 1111-1115, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-32829304

RESUMEN

BACKGROUND/AIMS: Quantifying microaneurysms (MAs) turnover may be an objective measure for therapeutic response in diabetic retinopathy. This study assesses changes in MA counts on ultra-widefield fluorescein angiography (UWFA) in subjects undergoing treatment with intravitreal aflibercept injection (IAI) for proliferative diabetic retinopathy (PDR) in the Intravitreal Aflibercept for Retinal Non-Perfusion in Proliferative Diabetic Retinopathy(RECOVERY) study using an automated MA detection platform. METHODS: RECOVERY is a prospective study that enrolled 40 subjects with PDR randomised 1:1 to receive 2 mg IAI every 4 weeks(q4wk) or every 12 weeks (q12wk). UWFA images were obtained at baseline, 6 months and 1 year. Images were analysed using an automated segmentation platform to detect and quantify MAs. Zones 1, 2 and 3 correspond to the macula, mid-periphery and far-periphery, respectively. RESULTS: The q4wk cohort demonstrated a significant decline in MAs in all zones and panretinally at baseline versus month 6, baseline versus year 1, and month 6 versus year 1 (-20.0% to -61.8%; all p<0.001). In the q12wk cohort, baseline versus month 6 showed a significant decline panretinally (mean: -34.2%; p<0.001) and in zone 3 (mean -44.18%; p<0.001). Addiitonally, baseline to year 1 in the q12wk group demonstrated significant decline panretinally (mean: -47.7%; p<0.001) and in zone 3 (mean: -59.8%; p<0.001). All zones demonstrated significantly decline from month 6 to year 1 in the q12wk group. CONCLUSION: Therapy with IAI demonstrates significantly reduced panretinal MA counts in PDR at 1 year in both treatment groups. The use of automated platforms to detect and quantify MAs may provide a novel imaging marker for evaluating disease activity and therapeutic impact. TRIAL REGISTRATION NUMBER: NCT02863354.


Asunto(s)
Inhibidores de la Angiogénesis/uso terapéutico , Retinopatía Diabética/tratamiento farmacológico , Microaneurisma/diagnóstico , Receptores de Factores de Crecimiento Endotelial Vascular/uso terapéutico , Proteínas Recombinantes de Fusión/uso terapéutico , Vasos Retinianos/patología , Adulto , Femenino , Angiografía con Fluoresceína , Estudios de Seguimiento , Humanos , Inyecciones Intravítreas , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Tomografía de Coherencia Óptica , Factor A de Crecimiento Endotelial Vascular/antagonistas & inhibidores , Agudeza Visual/fisiología
19.
Acta Ophthalmol ; 99(6): e876-e883, 2021 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-33326191

RESUMEN

PURPOSE: To investigate the relationship between microaneurysm (MA) density and residual oedema after intravitreal injection of an anti-vascular endothelial growth factor agent for the treatment of diabetic macular oedema (DMO). METHODS: Patients with DMO were divided into those with residual oedema (RO) and those with no residual oedema (NRO) by the presence and absence of oedema at 1 month after intravitreal injection of either aflibercept or ranibizumab. We then compared MA density, best corrected visual acuity (BCVA), central retinal thickness (CRT) and size of the severely thickened area, as indicated by a white area (WA) on optical coherence tomography. RESULTS: We examined 48 eyes in the RO group and 25 eyes in the NRO group (n = 73). In both groups, the CRT and WA size significantly decreased and BCVA improved at 1 month and thereafter. CRT was significantly higher and BCVA was poor in the RO group at 1 and 3 months, while WA size was larger at 1, 3 and 6 months compared with the NRO group (p < 0.05). The number of injections in the RO group (3.62 ± 1.75) was larger than the NRO group (1.89 ± 0.97; p < 0.0001). At 1 and 6 months, the MA density in the area with persistent oedema was significantly higher than in the area with improved oedema (1 month: p = 0.0001, 6 months: p = 0.029). CONCLUSION: High MA density and extensive swelling may be characteristic of RO following treatment for DMO with intravitreal injection of either aflibercept or ranibizumab.


Asunto(s)
Retinopatía Diabética/tratamiento farmacológico , Mácula Lútea/diagnóstico por imagen , Edema Macular/tratamiento farmacológico , Microaneurisma/etiología , Densidad Microvascular/fisiología , Receptores de Factores de Crecimiento Endotelial Vascular/antagonistas & inhibidores , Arteria Retiniana , Anciano , Inhibidores de la Angiogénesis/administración & dosificación , Retinopatía Diabética/complicaciones , Retinopatía Diabética/diagnóstico , Femenino , Estudios de Seguimiento , Humanos , Inyecciones Intravítreas , Mácula Lútea/irrigación sanguínea , Edema Macular/diagnóstico , Edema Macular/etiología , Masculino , Microaneurisma/diagnóstico , Microaneurisma/fisiopatología , Persona de Mediana Edad , Ranibizumab/administración & dosificación , Receptores de Factores de Crecimiento Endotelial Vascular/administración & dosificación , Proteínas Recombinantes de Fusión/administración & dosificación , Estudios Retrospectivos , Tomografía de Coherencia Óptica/métodos , Resultado del Tratamiento
20.
Sci Rep ; 10(1): 16274, 2020 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-33005009

RESUMEN

Diabetic maculopathy (DM) is a microvascular dysfunction clinically characterized by microaneurysms (MA) leading to edema and central visual deprivation. This prospective explorative study investigated 27 eyes of 17 patients with DM by fluorescein/indocyanine green angiography (FA/ICGA; SPECTRALIS HRA-OCT, Heidelberg Engineering) and by swept source-optical coherence tomography angiography (SS-OCTA; DRI-OCT Triton Plus, Topcon) to identify clinically relevant MAs. The SS-OCTA cubes were split into the superficial capillary plexus (SCP) and the deep capillary plexus (DCP) according to the automated segmentation. The images of all modalities were superimposed for alignment by an Early Treatment Diabetic Retinopathy Study grid overlay and compared to each other. In total, the mean number of MAs in FA was 33.4 ± 22 (standard deviation) (median 27.5 [q1:21.75;q3:38.25]), in ICGA 24.9 ± 16.9 (17.5 [14;35]), in the SCP 6.5 ± 3.7 (5.5 [3.75;9.25]) and in the DCP 18.1 ± 10.5 (18.5 [10.75;23.5]). Mixed effects models between ICGA and the DCP were borderline significant (p = 0.048; 95% confidence interval 0.21 to 13.49), whereas all other imaging methods differed significantly. Quantitative analysis of MAs in DM showed a plausible agreement between ICGA and the DCP in SS-OCTA. These findings contribute to the imaging methodology in DM.


Asunto(s)
Angiografía , Retinopatía Diabética/diagnóstico por imagen , Mácula Lútea/irrigación sanguínea , Microaneurisma/diagnóstico por imagen , Vasos Retinianos , Tomografía de Coherencia Óptica , Adulto , Anciano , Angiografía/métodos , Colorantes , Retinopatía Diabética/diagnóstico , Femenino , Fluoresceína , Humanos , Verde de Indocianina , Mácula Lútea/diagnóstico por imagen , Masculino , Microaneurisma/diagnóstico , Persona de Mediana Edad , Estudios Prospectivos , Vasos Retinianos/diagnóstico por imagen , Tomografía de Coherencia Óptica/métodos
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