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1.
Bratisl Lek Listy ; 125(3): 196-205, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38385547

RESUMO

BACKGROUND: Diabetic Retinopathy (DR) is a widespread intense stage of diabetes mellitus that causes vision-effecting anomalies in the retina. It is a medical health condition on the strength of fluctuating glucose level in the blood that can result in vision loss in case of severity. OBJECTIVE: As a result, early detection and treatment with DR is the most significant task which will tremendously reduce the likelihood of vision impairment and is still a difficult challenge. Many conventional methods fail to detect primary causes of formation of Microaneurysms, that are used to determine the Prediagnosis of DR. METHOD: To overcome this challenge, the proposed model incorporates Harris Hawk Optimization with CNN-Bi-LSTM (HHO-CBL) to extract the features. The Prediagnosis of DR has been achieved through this model by spotting saccular dilations, hyaline like material in the capillary aneurysm wall, kinking of vessels since these are the indications for the creation of microaneurysms that are spotted in the blood vessel of the retina. The recommended model is also used to automatically detect DR and its progression in many phases. Furthermore, in order to identify the severity of DR retina, we used a benchmark Kaggle APTOS dataset to train the HHO-CBL model. RESULTS: Experimental results reveal that this model obtains the best classification accuracy of 96.4 % for an early diagnosis and 98.8 % for a five-degree classification. In addition to those results, a comparison with previously carried out studies has also shown that this model provides a promising solution for a successful Prediagnosis of DR and its staging. CONCLUSIONS: In the current research, an innovative HHO-CBL was developed for identifying the primary causes that lead to the formation of microaneurysms and diagnosing all five grades of DR. According to the acquired results presented through the evaluation performance metrics indicates that the pre-early diagnosis and five grade classification using feature embedding technique outperformed the other prevailing approaches (Tab. 4, Fig. 10, Ref. 31).


Assuntos
Diabetes Mellitus , Retinopatia Diabética , Microaneurisma , Humanos , Retinopatia Diabética/diagnóstico , Algoritmos , Retina , Diagnóstico Precoce
2.
Int Ophthalmol ; 44(1): 91, 2024 Feb 17.
Artigo em Inglês | MEDLINE | ID: mdl-38367192

RESUMO

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.


Assuntos
Retinopatia Diabética , Microaneurisma , Humanos , Retinopatia Diabética/diagnóstico , Microaneurisma/diagnóstico , Algoritmos , Interpretação de Imagem Assistida por Computador/métodos , Aprendizado de Máquina , Fundo de Olho
3.
Ophthalmol Retina ; 8(2): 108-115, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-37673397

RESUMO

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.


Assuntos
Retinopatia Diabética , Edema Macular , Microaneurisma , Humanos , Retinopatia Diabética/complicações , Vasos Retinianos , Microaneurisma/diagnóstico , Microaneurisma/etiologia , Estudos Transversais , Edema Macular/etiologia , Edema Macular/complicações , Estudos Retrospectivos , Tomografia de Coerência Óptica , Angiofluoresceinografia , Retina
4.
Ophthalmol Retina ; 8(2): 116-125, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-37696393

RESUMO

OBJECTIVE: To report longitudinal trends of quantitative ultrawidefield fluorescein angiography (qUWFA) biomarkers in the Intravitreal Aflibercept as Indicated by Real-Time Objective Imaging to Achieve Diabetic Retinopathy Improvement (PRIME) diabetic retinopathy (DR) clinical trial. DESIGN: Post hoc analysis of the PRIME prospective randomized DR clinical trial comparing intravitreal aflibercept treatment based on the DR severity score (DRSS) or quantitative leakage index for DR improvement (ClinicalTrials.gov identifier: NCT03531294). PARTICIPANTS: Patients were enrolled with a DRSS level of 47A to 71A and best-corrected visual acuity of 20/800 or better. Key exclusion criteria were previous intravitreal injection, panretinal photocoagulation, vitrectomy, central-involving macular edema, or vitreous hemorrhage. METHODS: A previously validated, machine learning-based qUWFA analysis platform was used for panretinal leakage index assessment and differentiation of generalized and perivascular leakage phenotypes. Additionally, microaneurysm count and ischemic index were quantified in panretinal and macular regions. The trends in these biomarkers and therapeutic response were studied over 1 year. MAIN OUTCOME MEASURES: Longitudinal trends of qUWFA biomarkers. The impact of these qUWFA metrics on treatment response was assessed by studying their associations with time to 2-step DRSS improvement and number of treatment-free days. RESULTS: Forty eyes from 40 subjects with DR were enrolled. Lower baseline generalized leakage was noted in eyes that attained the 2-step DRSS improvement in < 16 weeks (1.9% vs. 2.8%; P = 0.026). Baseline macular perivascular-generalized leakage ratio had a significant correlation with the number of treatment-free days (r = 0.4; P = 0.012). At the end of 1 year, therapy significantly reduced the mean panretinal (3.9% vs. 5.8%; P = 0.002) and macular (6.2% vs. 12.2%; P = 0.008) generalized leakage indices compared with baseline, as well as the mean panretinal perivascular leakage index (1.5% vs. 2.3%; P = 0.002). The mean panretinal ischemic index demonstrated a small but likely clinically insignificant decrease from 12.5% at baseline to 11.6% at year 1 (P = 0.016). CONCLUSIONS: Down-trending leakage indices and microaneurysm counts were demonstrated over 1 year of anti-VEGF therapy. At baseline, DR eyes with lower generalized leakage responded to therapy more rapidly. Eyes with greater perivascular leakage relative to generalized leakage showed a longer-lasting anti-VEGF treatment response. FINANCIAL DISCLOSURE(S): Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.


Assuntos
Diabetes Mellitus , Retinopatia Diabética , Microaneurisma , Receptores de Fatores de Crescimento do Endotélio Vascular , Proteínas Recombinantes de Fusão , Humanos , Retinopatia Diabética/complicações , Retinopatia Diabética/diagnóstico , Retinopatia Diabética/tratamento farmacológico , Inibidores da Angiogênese/uso terapêutico , Estudos Prospectivos , Resultado do Tratamento , Tomografia de Coerência Óptica , Biomarcadores , Diabetes Mellitus/tratamento farmacológico
5.
Medicine (Baltimore) ; 102(44): e35888, 2023 Nov 03.
Artigo em Inglês | MEDLINE | ID: mdl-37932987

RESUMO

Although anti-vascular endothelial growth factor (VEGF) treatment is effective for treating diabetic macular edema (DME), the effect of the microaneurysm (MA) status on the therapeutic efficacy of an anti-VEGF treatment remains unclear. Our current study investigated the effects of the number and the presence or absence of leaking MAs on DME and the efficacy of anti-VEGF therapy. A total of 51 eyes of 47 DME patients were administered anti-VEGF treatment. Fluorescence angiography results were used to determine the number of MAs and the presence or absence of leakage, with these findings matched to the optical coherence tomography maps. The correlation between the number of MAs and the retinal thicknesses and the influence of the leaking MAs was examined in order to definitively determine the effect of the anti-VEGF treatment. There was a correlation between the number of MAs and the retinal thickness of the sector in both the 6 mm (correlation coefficients: 0.42) and 3 mm (0.34) sectors (P < .001). There was also a correlation between the number of MAs and the retinal thickness in both the 6 mm (0.31) and 3 mm (0.24) sectors after undergoing the treatment (P < .01). There was a significant difference between the mean thickness of the leaking versus the non-leaking MAs in the 6 mm (388 ±â€…87 µm) and 3 mm (477 ±â€…108 µm) sectors before treatment (P < .01). There was also a significant difference for the retinal thickness between the sectors with and without leaking MAs after the treatment (P < .01). The degree of retinal edema before treatment is associated with the number of MAs and the presence of leaking MAs. Anti-VEGF treatment is less effective for focal macular edema with large numbers of MAs, which includes leaking MAs.


Assuntos
Diabetes Mellitus , Retinopatia Diabética , Edema Macular , Microaneurisma , Humanos , Edema Macular/tratamento farmacológico , Retinopatia Diabética/tratamento farmacológico , Estudos Transversais , Estudos Retrospectivos , Inibidores da Angiogênese/uso terapêutico , Microaneurisma/complicações , Microaneurisma/tratamento farmacológico , Retina , Angiofluoresceinografia/métodos , Fatores de Crescimento do Endotélio Vascular/uso terapêutico , Tomografia de Coerência Óptica/métodos , Injeções Intravítreas , Diabetes Mellitus/tratamento farmacológico
6.
Invest Ophthalmol Vis Sci ; 64(13): 31, 2023 10 03.
Artigo em Inglês | MEDLINE | ID: mdl-37856112

RESUMO

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.


Assuntos
Diabetes Mellitus , Retinopatia Diabética , Edema Macular , Microaneurisma , Humanos , Edema Macular/diagnóstico , Edema Macular/tratamento farmacológico , Edema Macular/etiologia , Retinopatia Diabética/complicações , Retinopatia Diabética/diagnóstico , Retinopatia Diabética/tratamento farmacológico , Fator A de Crescimento do Endotélio Vascular , Inibidores da Angiogênese/uso terapêutico , Microaneurisma/diagnóstico , Microaneurisma/tratamento farmacológico , Microaneurisma/etiologia , Injeções Intravítreas , Edema , Tomografia de Coerência Óptica/métodos
7.
Ren Fail ; 45(2): 2258989, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37732397

RESUMO

Objective: Previous studies have shown a relationship between retinopathy and cognition including population with and without chronic kidney disease (CKD) but data regarding peritoneal dialysis (PD) are limited. This study aims to investigate the relationship between retinopathy and cognitive impairment in patients undergoing peritoneal dialysis (PD). Methods: In this observational study, we recruited a total of 107 participants undergoing PD, consisting of 48 men and 59 women, ages ranging from 21 to 78 years. The study followed a cross-sectional design. Retinal microvascular characteristics, such as geometric changes in retinal vascular including tortuosity, fractal dimension (FD), and calibers, were assessed. Retinopathy (such as retinal hemorrhage or microaneurysms) was evaluated using digitized photographs. The Modified Mini-Mental State Examination (3MS) was performed to assess global cognitive function. Results: The prevalence rates of retinal hemorrhage, microaneurysms, and retinopathy were 25%, 30%, and 43%, respectively. The mean arteriolar and venular calibers were 63.2 and 78.5 µm, respectively, and the corresponding mean tortuosity was 37.7 ± 3.6 and 37.2 ± 3.0 mm-1. The mean FD was 1.49. After adjusting for age, sex, education, mean arterial pressure, and Charlson index, a negative association was revealed between retinopathy and 3MS scores (regression coefficient: -3.71, 95% confidence interval: -7.09 to -0.33, p = 0.03). Conclusions: Retinopathy, a condition common in patients undergoing PD, was associated with global cognitive impairment. These findings highlight retinopathy, can serve as a valuable primary screening tool for assessing the risk of cognitive decline.


Assuntos
Disfunção Cognitiva , Microaneurisma , Diálise Peritoneal , Doenças Retinianas , Masculino , Humanos , Feminino , Hemorragia Retiniana , Estudos Transversais , Doenças Retinianas/epidemiologia , Doenças Retinianas/etiologia , Disfunção Cognitiva/epidemiologia , Disfunção Cognitiva/etiologia , Cognição , Diálise Peritoneal/efeitos adversos
8.
Indian J Ophthalmol ; 71(8): 3085-3090, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37530285

RESUMO

Purpose: To characterize the relationship between diabetic macular ischemia (DMI) delineated by optical coherence tomography angiography (OCTA) and microaneurysms (MAs) identified by fundus fluorescein angiography (FFA). Methods: Patients with diabetic retinopathy (DR) who underwent OCTA and FFA were retrospectively identified. FFA images were cropped and aligned with their respective OCTA images using i2k Align Retina software (Dual-Align, Clifton Park, NY, USA). Foveal avascular zone (FAZ) and ischemic areas were manually delineated on OCTA images, and MAs were marked on the corresponding FFA images before overlaying paired scans for analysis (ImageJ; National Institutes of Health, Bethesda, MD, USA). Results: Twenty-eight eyes of 20 patients were included. The average number of MAs identified in cropped FFA images was 127 ± 42. More DMI was noted in the superficial capillary plexus (SCP; 36 ± 13%) compared to the deep capillary plexus (DCP; 28 ± 14%, P < 0.001). Similarly, more MAs were associated with ischemic areas in SCP compared to DCP (92.0 ± 35.0 vs. 76.8 ± 36.5, P < 0.001). Most MAs bordered ischemic areas; fewer than 10% localized inside these regions. As DMI area increased, so did associated MAs (SCP: r = 0.695, P < 0.001; DCP: r = 0.726, P < 0.001). Density of MAs surrounding FAZ (7.7 ± 6.0 MAs/mm2) was similar to other DMI areas (SCP: 7.0 ± 4.0 MAs/mm2, P = 0.478; DCP: 9.2 ± 10.9 MAs/mm2, P = 0.394). Conclusion: MAs identified in FFA strongly associate with, and border areas of, DMI delineated by OCTA. Although more MAs are localized to SCP ischemia, the concentration of MAs associated with DCP ischemia is greater. By contrast, few MAs are present inside low-flow regions, likely because capillary loss is associated with their regression.


Assuntos
Diabetes Mellitus , Retinopatia Diabética , Microaneurisma , Humanos , Angiofluoresceinografia/métodos , Vasos Retinianos , Estudos Retrospectivos , Tomografia de Coerência Óptica/métodos , Microaneurisma/etiologia , Microaneurisma/complicações , Fundo de Olho , Acuidade Visual , Retinopatia Diabética/complicações , Retinopatia Diabética/diagnóstico
9.
Orphanet J Rare Dis ; 18(1): 202, 2023 07 21.
Artigo em Inglês | MEDLINE | ID: mdl-37480029

RESUMO

PURPOSE: To determine whether the rare NLRP3-Associated Autoinflammatory Disease (NLRP3-AID) is associated with retinal changes and to assess the ocular involvement. METHODS: A retrospective cohort study of 20 patients(40 eyes) diagnosed with rare NLRP3-AID at Peking Union Medical College Hospital, from April 2015 to August 2022. Patients underwent a comprehensive ophthalmological examination, including visual acuity, intraocular pressure examination, slit-lamp examination, fundus photography, optical coherence tomography(OCT), and fluorescence angiography (FA). Some patients also underwent optical coherence tomography angiography (OCTA). RESULTS: This study analyzed 40 eyes of 20 patients (11 [55.0%] male; median age, 25.0 years [range, 12-52 years]) and 13 patients (26 eyes, 65%) demonstrated ocular involvement. The most common ophthalmologic manifestation was conjunctivitis (22 eyes, 84.6%), followed by papilledema (14 eyes, 53.8%), retinopathy (10 eyes, 38.5%), optic atrophy (6 eyes, 23.1%), uveitis (4 eyes, 15.4%), reduced pupil light reflex (3 eyes, 11.5%) and cataracts (2 eyes, 7.7%). Ocular involvement was bilateral in 11 patients (55.0%). Five kinds of retinal lesions were seen in 5 patients (10 eyes, 25%) with NLRP3-AID, including peripheral retinal vascular leakage, microaneurysms, macular ischemia, macular epiretinal membrane formation and drusen. CONCLUSIONS: Peripheral retinal vascular leakage, macular ischemia, microaneurysms and drusen are newly identified retinal findings in patients with NLRP3-AID, which suggests the importance of detailed retinal examination in these patients.


Assuntos
Doenças Hereditárias Autoinflamatórias , Microaneurisma , Doenças Retinianas , Humanos , Masculino , Adulto , Feminino , Proteína 3 que Contém Domínio de Pirina da Família NLR , Estudos Retrospectivos , Tomografia de Coerência Óptica/métodos , Isquemia
10.
Medicina (Kaunas) ; 59(7)2023 Jul 17.
Artigo em Inglês | MEDLINE | ID: mdl-37512130

RESUMO

Background and Objectives: This study aimed to elucidate the role of laser photocoagulation therapy in the treatment of diabetic macular edema (DME) as an alternative to, or in conjunction with, the first-line treatment, anti-vascular endothelial growth factor (VEGF). Materials and Methods: A comprehensive literature search to identify studies that evaluated the efficacy of laser photocoagulation therapy in the management of DME was performed. The relevant findings of the efficacy of focal/grid laser therapy from data in randomized, controlled trials were synthesized, and the potential of new laser technologies, such as navigated laser systems, pattern scan lasers, and subthreshold lasers, was explored. The usefulness of multimodal imaging-guided laser therapy was also evaluated, with a focus on the potential contribution to anti-VEGF therapy. Results: Focal laser photocoagulation targeting microaneurysms remains an effective therapeutic approach to chronic refractory edema, despite the widespread use of anti-VEGF therapy. To achieve the best possible treatment outcomes, precise identification of microaneurysms is essential. This requires the use of multimodal imaging-guided, highly accurate, minimally invasive coagulation techniques. Subthreshold laser therapy can also reduce the frequency of anti-VEGF injections and minimize treatment burden. Conclusions: Further studies are needed to determine the optimal timing and settings for laser photocoagulation therapy and the potential of new laser technologies in the management of DME. Nevertheless, laser photocoagulation therapy plays an important role in the management of DME, in conjunction with anti-VEGF therapy.


Assuntos
Diabetes Mellitus , Retinopatia Diabética , Terapia a Laser , Edema Macular , Microaneurisma , Humanos , Edema Macular/tratamento farmacológico , Edema Macular/cirurgia , Retinopatia Diabética/tratamento farmacológico , Retinopatia Diabética/cirurgia , Microaneurisma/cirurgia , Fotocoagulação a Laser/métodos , Resultado do Tratamento , Diabetes Mellitus/terapia
11.
Transl Vis Sci Technol ; 12(5): 6, 2023 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-37133839

RESUMO

Purpose: To propose a noninvasive way of classifying multimodal imaging of retinal microaneurysms (MA) secondary to diabetic retinopathy (DR). Methods: The research was designed as a cross-sectional, observational study of patients affected by DR. Multimodal imaging included confocal MultiColor imaging, optical coherence tomography (OCT) and OCT angiography (OCTA). MA green- and infrared-reflectance components were assessed by confocal MultiColor imaging, reflectivity properties by OCT, and MA perfusion features by OCTA. In addition, we included high-resolution (HR) and high-speed (HS) OCTA scans to assess HR-HS agreement in detecting retinal MA and to highlight different perfusion features detected by both OCTA acquisitions. Results: We analyzed 216 retinal MAs, divided into green (46; 21%), red (58; 27%) and mixed types (112; 52%). Green MAs were mainly hyper-reflective on OCT, with no or poor filling on OCTA. Red MAs were characterized by an isoreflective signal on OCT and full filling on OCTA. Mixed MAs showed a hyper-reflective border and a hyporeflective core on OCT and partial filling on OCTA. No differences in red MA HR/HS size discrepancy and reflectivity were found, whereas these progressively increased as the MA MultiColor signal changed from infrared to green. MA types significantly correlated with visual acuity, DR duration, and DR severity. Conclusions: Retinal MA can be classified reliably by means of a fully noninvasive multimodal imaging-based assessment. MA types are matched with visual acuity, DR duration and DR severity. Both HR and HS OCTA are highly effective in detecting MA, although HR OCTA is to be preferred in the presence of fibrotic evolution. Translational Relevance: This study outlines a proposed novel MA classification based on noninvasive multimodal imaging. The findings presented in this paper endorse the clinical relevance of this approach, highlighting how this classification is associated with both DR duration and severity.


Assuntos
Diabetes Mellitus , Retinopatia Diabética , Microaneurisma , Humanos , Vasos Retinianos/diagnóstico por imagem , Angiofluoresceinografia/métodos , Retinopatia Diabética/diagnóstico por imagem , Microaneurisma/diagnóstico por imagem , Microaneurisma/complicações , Estudos Transversais , Perfusão
12.
Front Endocrinol (Lausanne) ; 14: 1144290, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37077355

RESUMO

Background: Non-proliferative diabetic retinopathy (NPDR), a common diabetic complication with high morbidity, is featured by impaired visual function and fundus lesions. It has been reported that oral Chinese patent medicines (OCPMs) may improve visual acuity and fund signs. However, the best possible OCPMs for NPDR remain questionable and merit further investigation. Methods: From inception to October 20, 2022, seven databases were searched for eligible randomized controlled trials (RCTs). The outcomes were clinical effective rate, visual acuity, visual field gray value, microaneurysm volume, hemorrhage area, macular thickness, and adverse events rate. The revised Cochrane risk-of-bias tool (ROB 2) was used to assess the quality of the included studies. Network meta-analysis was performed using R 4.1.3 and STATA 15.0 software. Results: We included 42 RCTs with 4,858 patients (5,978 eyes). The Compound Danshen Dripping Pill (CDDP) combined with calcium dobesilate (CD) had the most improvement in clinical efficacy rate (SUCRA, 88.58%). The Compound Xueshuantong Capsule (CXC) combined with CD may be the best intervention (SUCRA, 98.51%) for the improvement of visual acuity. CDDP alone may be the most effective treatment option (SUCRA, 91.83%) for improving visual field gray value. The Hexuemingmu Tablet (HXMMT) and Shuangdan Mingmu Capsule (SDMMC) combined with CD may be the most effective treatment for reducing microaneurysm volume and hemorrhage area (SUCRA, 94.48%, and 86.24%), respectively. Referring to reducing macular thickness, CXC combined with CD ranked first (SUCRA, 86.23%). Moreover, all OCPMs did not cause serious adverse reactions. Conclusion: OCPMs are effective and safe for NPDR. CDDP alone, and combined with CD, may be the most effective in improving visual field gray value and clinical efficacy rate, respectively; CXC combined with CD may be the best in enhancing BCVA and reducing macular thickness; HXMMT and SDMMC combined with CD, maybe the most effective regarding microaneurysm volume and hemorrhage area, respectively. However, the reporting of methodology in the primary study is poor, potential biases may exist when synthesizing evidence and interpreting the results. The current findings need to be confirmed by more large-sample, double-blind, multi-center RCTs of rigorous design and robust methods in the future. Systematic review registration: https://www.crd.york.ac.uk/prospero/, identifier CRD42022367867.


Assuntos
Diabetes Mellitus , Retinopatia Diabética , Microaneurisma , Humanos , Retinopatia Diabética/tratamento farmacológico , Retinopatia Diabética/complicações , Metanálise em Rede , Microaneurisma/complicações , Ensaios Clínicos Controlados Aleatórios como Assunto
13.
Sci Rep ; 13(1): 6092, 2023 04 13.
Artigo em Inglês | MEDLINE | ID: mdl-37055549

RESUMO

This study carried out direct photocoagulation for treating microaneurysms (MAs) in diabetic macular edema (DME) using a navigation laser system with a 30-ms pulse duration. The MA closure rate after 3 months was investigated using pre and postoperative fluorescein angiography images. MAs primarily inside the edematous area based on optical coherence tomography (OCT) maps were selected for treatment, and leaking MAs (n = 1151) were analyzed in 11 eyes (eight patients). The total MA closure rate was 90.1% (1034/1151), and the mean MA closure rate in each eye was 86.5 ± 8.4%. Mean central retinal thickness (CRT) decreased from 471.9 ± 73.0 µm to 420.0 ± 87.5 µm (P = 0.049), and there was a correlation between the MA closure rate and the CRT reduction rate (r = 0.63, P = 0.037). There was no difference in the MA closure rate depending on the degree of edema thickness based on a false-color topographic OCT map image. Direct photocoagulation for DME with a short pulse using the navigated photocoagulator resulted in a high MA closure rate in just 3 months and a corresponding improvement in retinal thickness. These findings encourage the use of a new therapeutic approach for DME.


Assuntos
Diabetes Mellitus , Retinopatia Diabética , Edema Macular , Microaneurisma , Humanos , Edema Macular/cirurgia , Retinopatia Diabética/cirurgia , Microaneurisma/diagnóstico por imagem , Microaneurisma/cirurgia , Fotocoagulação a Laser/métodos , Angiofluoresceinografia/métodos , Lasers , Tomografia de Coerência Óptica/métodos , Diabetes Mellitus/cirurgia
14.
Sensors (Basel) ; 23(7)2023 Mar 24.
Artigo em Inglês | MEDLINE | ID: mdl-37050491

RESUMO

In this study, a novel method for automatic microaneurysm detection in color fundus images is presented. The proposed method is based on three main steps: (1) image breakdown to smaller image patches, (2) inference to segmentation models, and (3) reconstruction of the predicted segmentation map from output patches. The proposed segmentation method is based on an ensemble of three individual deep networks, such as U-Net, ResNet34-UNet and UNet++. The performance evaluation is based on the calculation of the Dice score and IoU values. The ensemble-based model achieved higher Dice score (0.95) and IoU (0.91) values compared to other network architectures. The proposed ensemble-based model demonstrates the high practical application potential for detection of early-stage diabetic retinopathy in color fundus images.


Assuntos
Retinopatia Diabética , Microaneurisma , Humanos , Microaneurisma/diagnóstico por imagem , Fundo de Olho , Retinopatia Diabética/diagnóstico por imagem , Processamento de Imagem Assistida por Computador/métodos
15.
Medicina (Kaunas) ; 59(3)2023 Feb 22.
Artigo em Inglês | MEDLINE | ID: mdl-36984436

RESUMO

Background and Objectives: This study aims to elucidate the role of microaneurysms (MAs) in the pathogenesis and treatment of diabetic retinopathy (DR) and diabetic macular edema (DME), the major causes of acquired visual impairment. Materials and Methods: We synthesized the relevance of findings on the clinical characteristics, pathogenesis, and etiology of MAs in DR and DME and their role in anti-vascular endothelial growth factor (VEGF) therapy. Results: MAs, a characteristic feature in DR and DME, can be detected by fluorescein angiography, optical coherence tomography (OCT) and OCT angiography. These instrumental analyses demonstrated a geographic and functional association between MA and ischemic areas. MA turnover, the production and loss of MA, reflects the activity of DME and DR. Several cytokines are involved in the pathogenesis of MAs, which is characterized by pericyte loss and endothelial cell proliferation in a VEGF-dependent or -independent manner. Ischemia and MAs localized in the deep retinal layers are characteristic of refractory DME cases. Even in the current anti-VEGF era, laser photocoagulation targeting MAs in the focal residual edema is still an effective therapeutic tool, but it is necessary to be creative in accurately identifying the location of MAs and performing highly precise and minimally invasive coagulation. Conclusions: MAs play a distinctive and important role in the pathogenesis of the onset, progression of DR and DME, and response to anti-VEGF treatment. Further research on MA is significant not only for understanding the pathogenesis of DME but also for improving the effectiveness of treatment.


Assuntos
Diabetes Mellitus , Retinopatia Diabética , Edema Macular , Microaneurisma , Humanos , Retinopatia Diabética/terapia , Retinopatia Diabética/tratamento farmacológico , Edema Macular/etiologia , Edema Macular/terapia , Microaneurisma/complicações , Microaneurisma/terapia , Retina , Angiofluoresceinografia/métodos , Tomografia de Coerência Óptica/métodos , Diabetes Mellitus/patologia
16.
BMC Ophthalmol ; 23(1): 34, 2023 Jan 25.
Artigo em Inglês | MEDLINE | ID: mdl-36698088

RESUMO

BACKGROUND: To identify factors associated with microvascular recovery after intravitreal bevacizumab or panretinal photocoagulation (PRP) in diabetic retinopathy (DR). METHODS: We retrospectively reviewed 320 eyes/patients with DR treated with intravitreal bevacizumab and/or PRP. Two consecutive fluorescein angiographies (FAs) of each eye were compared. The number of microaneurysms and the area of capillary non-perfusion were calculated automatically using ImageJ software. Microvascular recovery was defined as a marked reduction in the numbers of microaneurysms (< 20%) or a marked reduction in the area of capillary non-perfusion (< 50%) in 45-degree fields or a complete regression of new vessels in ETDRS 7 standard fields. Baseline FA findings and changes in the ocular and systemic factors were analyzed. RESULTS: Twenty-eight (8.8%) of the 320 total eyes were found to meet the criteria of microvascular recovery after the treatments. Multivariate analysis revealed the presence of diffuse capillary telangiectasis (P = .003) and late disc leaking (P = .007) on baseline FA and a reduction of glycated hemoglobin (P = .005) during the follow-up period were predictive factors of microvascular recovery after the treatments. Although the microvascular recovery group presented with a significant improvement of BCVA after the treatments, the baseline BCVA could not predict the microvascular recovery after the treatments. CONCLUSIONS: Diffuse capillary telangiectasis or late disc leaking on baseline FA and improved glycemic control positively predicted the microvascular recovery after treatments for DR.


Assuntos
Diabetes Mellitus , Retinopatia Diabética , Microaneurisma , Humanos , Bevacizumab/uso terapêutico , Retinopatia Diabética/cirurgia , Retinopatia Diabética/tratamento farmacológico , Inibidores da Angiogênese/uso terapêutico , Estudos Retrospectivos , Fotocoagulação a Laser , Angiofluoresceinografia , Injeções Intravítreas , Tomografia de Coerência Óptica
17.
Retin Cases Brief Rep ; 17(6): 723-727, 2023 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-35385436

RESUMO

PURPOSE: Retinal racemose hemangioma is a rare, unilateral, nonhereditary, arteriovenous malformation characterized by the appearance of dilated and tortuous retinal vessels. Retinal racemose hemangioma can develop complications associated with retinal ischemia, such as vitreous hemorrhage, retinal vein occlusion, and neovascular glaucoma. Here, a case of retinal racemose hemangioma with retinal hypoperfusion detected by wide-field swept-source optical coherence tomographic angiography was reported, which was not unambiguously illustrated by fluorescein angiography. METHODS: Case report. RESULTS: A 57-year-old woman was referred to our hospital for the evaluation of severe retinal vascular tortuosity, dilation, and retinal hemorrhages in the left eye. Fundus examination revealed arteriovenous communications temporal to the fovea and multiple microaneurysms surrounded by retinal hemorrhages at the midperipheral temporal fundus. In fluorescein angiography, multiple hyperfluorescent lesions with leakage corresponding to microaneurysms were observed in the temporal and lower midperipheral areas; however, nonperfused areas were apparently absent. By contrast, wide-field optical coherence tomographic angiography clearly showed low-density retinal capillaries in the superotemporal quadrant in comparison with those in the inferotemporal quadrant. CONCLUSION: Wide-field optical coherence tomographic angiography detected sparse retinal capillaries, which were not well illustrated by fluorescein angiography, in a patient with retinal racemose hemangioma. This indicates the presence of low-grade retinal hypoperfusion caused by altered retinal hemodynamics, potentially leading to ischemia-related retinal disorders during a prolonged course, in patients with clinically quiescent retinal racemose hemangioma.


Assuntos
Neoplasias Oculares , Hemangioma , Microaneurisma , Feminino , Humanos , Pessoa de Meia-Idade , Hemorragia Retiniana/patologia , Hemangioma/complicações , Hemangioma/diagnóstico , Angiofluoresceinografia/métodos , Tomografia de Coerência Óptica/métodos , Isquemia , Vasos Retinianos/patologia
18.
Retin Cases Brief Rep ; 17(2): 101-104, 2023 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-33411468

RESUMO

PURPOSE: To report the case of a patient with cystoid macular edema secondary to idiopathic macular telangiectasia (MacTel) Type 1, which was successfully treated by cystotomy and en bloc removal of the fibrinogen-rich component of the cystoid lesion. METHODS: An 80-year-old man was referred to our department because of a visual defect in his right eye. His best-corrected decimal visual acuity was 0.7 (Snellen equivalent, 20/30). A fundus examination revealed clustered temporal juxafoveal microaneurysms and foveal cystoid macular edema. The patient refused to undergo conventional treatments, including direct retinal photocoagulation for microaneurysms, intravitreal anti-vascular endothelial growth factor injection, and intravitreal triamcinolone injection. However, he provided consent to undergo cystotomy and en bloc removal of the fibrinogen-rich component of the cystoid lesion. RESULTS: His best-corrected decimal visual acuity was 0.2 (Snellen equivalent, 20/100) just before the surgery. A 27-gauge vitrectomy with internal limiting membrane peeling was performed. Cystotomy was performed during the surgery, and the fibrinogen clot visible in the cystoid cavity was also removed. Cystoid macular edema rapidly disappeared after the surgery. Three years postoperatively, the patient had best-corrected decimal visual acuity of 0.5 (Snellen equivalent, 20/40) at the last medical examination, and the cystoid macular edema had not recurred. CONCLUSION: Cystotomy and en bloc removal of the fibrinogen-rich component of the cystoid lesion could be valid treatment options for cystoid macular edema secondary to MacTel Type 1.


Assuntos
Edema Macular , Microaneurisma , Telangiectasia Retiniana , Masculino , Humanos , Idoso de 80 Anos ou mais , Edema Macular/etiologia , Fibrinogênio , Cistotomia/efeitos adversos , Recidiva Local de Neoplasia , Telangiectasia Retiniana/complicações , Tomografia de Coerência Óptica
19.
J Shoulder Elbow Surg ; 32(3): 604-609, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-36183899

RESUMO

BACKGROUND: Most of the recent literature regarding rotator cuff tear etiology identifies in peripheral microcirculation disorders the probable main cause of tissue degeneration, and consequently of tendon rupture. Nailfold capillaroscopy is a practical and inexpensive diagnostic technique used to evaluate the health status of peripheral microcirculation, and recently, its use has found other indications in addition to that of diagnosing connective tissue diseases and Raynaud phenomenon. We verified the possible indirect contribution of nailfold capillaroscopy in the identification of peripheral microcirculation disturbances in a group of patients with rotator cuff tear and whether these possible alterations could be related to rotator cuff tear size. MATERIALS AND METHODS: A case-control study was performed. One hundred patients (56 male, 44 female; mean age ± standard deviation [SD]: 60.46 ± 5.46 years) with different-sized posterosuperior cuff tears and 100 healthy controls (38 male, 62 female; mean age ± SD: 60.40 ± 6.34 years) were submitted to capillaroscopic examination. The following parameters were examined: capillary morphology and density, avascular areas, visibility of the subpapillary venous plexus, enlarged and giant capillaries, ectasias and microaneurysms, neoangiogenesis, hemosiderin deposits, pericapillary edema, and capillary blood flow. Severe exclusion criteria were applied. Statistical analysis was performed. RESULTS: Visibility of subpapillary venous plexus (P < .001), pericapillary edema (P < .001), capillary blood flow (P < .001), ectasias and microaneurysms (P < .001), and neoangiogenesis (P = .04) were significantly associated with presence of a rotator cuff tear. CONCLUSIONS: Our results support the hypothesis that microcirculation disorder has a relevant role in the genesis of cuff degeneration and, consequently, of tendon rupture. However, these alterations do not seem to be related to rotator cuff tear size.


Assuntos
Microaneurisma , Lesões do Manguito Rotador , Traumatismos dos Tendões , Humanos , Masculino , Feminino , Lesões do Manguito Rotador/diagnóstico por imagem , Estudos de Casos e Controles , Microcirculação , Angioscopia Microscópica
20.
FEBS Lett ; 597(7): 1007-1040, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36448495

RESUMO

Senile plaques are a pathological hallmark of Alzheimer's disease (AD), yet the mechanism underlying their generation remains unknown. Beta-amyloid peptide (Aß) is a major component of senile plaques. We analysed AD brain tissues with histochemistry, immunohistochemistry and fluorescence imaging to examine the neural, vascular or blood Aß contribution to senile plaque development. We found little neural marker co-expression with plaque Aß, while co-expression of blood markers, such as Haemin and ApoE, was abundant. The plaque cores were structured with vascular and glial proteins outside and blood metabolites inside, co-localizing with a characteristic of Hoechst staining-independent blue autofluorescence. Erythrocyte-interacting Aß is linked to coagulation, elevated calcium and blue autofluorescence, and it is associated with intravascular haemolysis, atherosclerosis, cerebral amyloid angiopathy, microaneurysm, and often with Cathepsin D co-expression. We identified microaneurysms as major sites of amyloid formation. Our data suggest that senile plaques arise from Aß- and Cathepsin D-enriched mixtures leaking out during intravascular haemolysis and microaneurysm rupture.


Assuntos
Doença de Alzheimer , Microaneurisma , Humanos , Doença de Alzheimer/metabolismo , Placa Amiloide/metabolismo , Placa Amiloide/patologia , Microaneurisma/patologia , Catepsina D/metabolismo , Hemólise , Peptídeos beta-Amiloides/metabolismo , Encéfalo/metabolismo
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