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BACKGROUND: Anti-VEGF therapy is the standard treatment for exudative neovascular age-related macular degeneration (nAMD) caused by the development of macular neovascularisation (MNV) with associated fluid exudation. The therapeutic strategies (T&E or PRN) assumed a scarring transformation of the MNV and exit strategies and were formulated accordingly. The present study investigates this hypothesis as a real-life long-term analysis. PATIENTS: 150 eyes of 97 patients were continuously followed up over a mean period of 5.1 years (1â-â14 years) after initiation of anti-VEGF therapy between 2009â-â2017 until 2022. Treatment was based on the PRN regimen analogous to the IVAN study with ranibizumab, aflibercept or bevacizumab. The length and intensity of therapy were evaluated. RESULTS: Of these 150 eyes, 119 (79.3%) required ongoing anti-VEGF therapy, while in 18 eyes (12.0%) therapy could be discontinued due to stabilisation of the situation. In 13 eyes (8.7%), therapy was discontinued due to deterioration in visual acuity to < 0.05. With ongoing therapy, therapy was often protracted, with an indication for therapy at the last documented doctor's visit, while stabilisation was often achieved within the first 2 years of treatment. The treatment intensity increased to 7.7â-â8.0 injections/year, especially after 2013, with the introduction of OCT-based treatment criteria. Most eyes (74.8%) with ongoing therapy required 6â-â9 injections/year even in the last three years of treatment. CONCLUSION: The fact that in the present study there is a long-term and intensive need for therapy in the majority of patients (approx. 80%) with exudative nAMD, supports the assessment that nAMD should be regarded as a chronic disease. Therefore, a proactive treatment strategy with consistent therapy at any sign of lesion activity might be recommended. Particularly in view of the risk of irreversible loss of vision, long term adherence of patients is also crucial for the best possible long term therapeutic outcome.
ABSTRACT
PURPOSE: Anti-vascular endothelial growth factor (Anti-VEGF) therapy is currently seen as the standard for treatment of neovascular AMD (nAMD). However, while treatments are highly effective, decisions for initial treatment and retreatment are often challenging for non-retina specialists. The purpose of this study is to develop convolutional neural networks (CNN) that can differentiate treatment indicated presentations of nAMD for referral to treatment centre based solely on SD-OCT. This provides the basis for developing an applicable medical decision support system subsequently. METHODS: SD-OCT volumes of a consecutive real-life cohort of 1503 nAMD patients were analysed and two experiments were carried out. To differentiate between no treatment class vs. initial treatment nAMD class and stabilised nAMD vs. active nAMD, two novel CNNs, based on SD-OCT volume scans, were developed and tested for robustness and performance. In a step towards explainable artificial intelligence (AI), saliency maps of the SD-OCT volume scans of 24 initial indication decisions with a predicted probability of > 97.5% were analysed (score 0-2 in respect to staining intensity). An AI benchmark against retina specialists was performed. RESULTS: At the first experiment, the area under curve (AUC) of the receiver-operating characteristic (ROC) for the differentiation of patients for the initial analysis was 0.927 (standard deviation (SD): 0.018), for the second experiment (retreatment analysis) 0.865 (SD: 0.027). The results were robust to downsampling (» of the original resolution) and cross-validation (tenfold). In addition, there was a high correlation between the AI analysis and expert opinion in a sample of 102 cases for differentiation of patients needing treatment (κ = 0.824). On saliency maps, the relevant structures for individual initial indication decisions were the retina/vitreous interface, subretinal space, intraretinal cysts, subretinal pigment epithelium space, and the choroid. CONCLUSION: The developed AI algorithms can define and differentiate presentations of AMD, which should be referred for treatment or retreatment with anti-VEGF therapy. This may support non-retina specialists to interpret SD-OCT on expert opinion level. The individual decision of the algorithm can be supervised by saliency maps.
Subject(s)
Deep Learning , Wet Macular Degeneration , Angiogenesis Inhibitors/therapeutic use , Artificial Intelligence , Decision Support Techniques , Humans , Tomography, Optical Coherence/methods , Vascular Endothelial Growth Factor A , Visual Acuity , Wet Macular Degeneration/diagnosis , Wet Macular Degeneration/drug therapyABSTRACT
BACKGROUND: Under the influence of the COVID 19 pandemic and the lockdown in Germany, there were significantly fewer consultations in almost all medical disciplines. Especially given the need for consistent treatment and follow-up of nAMD patients, this can have far-reaching consequences for visual function, especially in elderly patients. METHODS: In a retrospective analysis of nAMD patients, the number of visits (IVI or follow-up), OCTs or IVIs performed and the mean worst visual acuity for the period before and after the first COVID 19-associated lockdown were compared in a portal-based collaboration of 50 eye care practices. Patients were treated according to the pro re nata (PRN) regimen that included intravitreal injection of VEGF inhibitors based on activity criteria in the OCT follow-up. RESULTS: A total of 34,660 visits from 55 months were included in the analysis. Before lockdown (16 March 2020), an average of 81.8% ± 2.1% of patients were regularly checked or treated (every 4 to 5 weeks). With the onset of lockdown, the proportion of patients receiving optimum treatment dropped to 64.0%. Initially, the proportion of OCT follow-ups decreased from 48.4% to 30.9% and, with a delay, the proportion of injections decreased from 57.5% to 45.8%. This was also reflected in the number of OCT follow-ups: 15.5 before, 11.4 during and 17.2 after lockdown (p < 0.001). In 29% of cases, an individual worsening of visual acuity by more than 0.1 logMAR after the end of the lockdown compared to before the lockdown could be observed. On average, mean visual acuity decreased significantly by 0.054 logMAR (p < 10-11). This significant impairment was not reversed again during the remaining observation period, although the number of visits, OCT examinations and IVIs in the following 12 months were at the pre-lockdown level. CONCLUSIONS: The pandemic-related lockdown resulted in unintended treatment breaks in nAMD patients receiving IVI therapy. The decrease in visits as well as in IVIs caused a loss of visual function in the observed cohort. The consistent treatment regimen of nAMD patients was resumed shortly after the lockdown with an immediate normalization of the number of OCT examinations and IVIs. However, a permanent loss of visual function was observed, and this did not improve within a year after the lockdown. This finding highlights the importance of better case management, leading to improved patient adherence in the event of further waves of COVID or other pandemics.
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BACKGROUND: Early and intermediate age-related macular degeneration (AMD) results in drusen deposits under the retinal pigment epithelium (RPE). These early stages of AMD exhibit different risks of progressing to late AMD. To date, early AMD has been classified and quantified by fundus photography. This does not appear to be sensitive enough for clinical trials studying the impact on drusen. SD-OCT with two-dimensional rendering of the segmented slices analysed allows for en face imaging of the drusen. The present trial studied the potential of quantifying early and intermediate AMD by en-face optical coherence tomography (OCT). MATERIAL AND METHODS: Thirty-one eyes of 29 patients in different stages of early and intermediate AMD were studied. To this end, fundus photographs (Kowa VX-10i, Kowa, Tokyo, Japan) and en-face OCT images (RTVue XR Avanti, Optovue, Inc., Fremont, CA, USA) were taken. First, different segmentation levels (6 µm underneath the RPE, on the RPE, 6 µm and 9 µm above the RPE) and different layer thicknesses (5 µm, 10 µm, 20 µm and 30 µm) were analysed to determine the best segmentation for visualising drusen. Drusen were marked manually and their number and surface area calculated. This analysis was then compared with the standardised drusen analyses on fundus photography. Additional changes in early and intermediate AMD such as pigment epithelial detachments (PEDs) and subretinal drusenoid deposits (SDD) as well as small atrophies were also documented and compared. OUTCOMES: The best segmentation for delineating the drusen on the en-face OCT images was found to be a segmentation 6 µm underneath the RPE with a slice thickness of 20 µm. Comparison of drusen quantification on en-face OCT images with the standardised drusen analysis on fundus photography revealed particularly good similarity. Other changes in early and intermediate AMD, such as PEDs, SDD and small atrophies, were easier to assess on the en-face OCT images. CONCLUSIONS: The analysis and quantification of drusen from en-face OCT images with 20 µm segmentation at 6 µm underneath the RPE allows differentiated quantification of various drusen characteristics. Moreover, other changes in early and intermediate AMD can also be analysed. In future observational and clinical trials, this could help quantify drusen.
Subject(s)
Macular Degeneration , Retinal Drusen , Diagnostic Techniques, Ophthalmological , Fluorescein Angiography , Humans , Macular Degeneration/diagnostic imaging , Retinal Drusen/diagnostic imaging , Retinal Pigment Epithelium/diagnostic imaging , Tomography, Optical CoherenceABSTRACT
PURPOSE: The aim of this study was to find out whether the vascular architecture of untreated macular neovascularisations (MNV) in neovascular age-related macular degeneration (nAMD) as visualised with optic coherence tomography angiography (OCTA) is associated with functional and known morphological alterations of the retina in optic coherence tomography (SD-OCT). METHODS: The study design was retrospective with consecutive patient inclusion. In 107 patients with newly diagnosed nAMD, MNV were detected by means of OCTA and automated quantitative vascular analysis was performed. The MNV characteristics measured were area, flow density, total vascular length (sumL), density of vascular nodes (numN), fractal dimension (FD) and average vascular width (avgW). These parameters were assessed for associations with vision (BCVA), central retinal thickness (CRT), fluid distribution, the elevation of any pigment epithelial detachment (PED), the occurrence of subretinal haemorrhage and atrophy. RESULTS: BCVA was significantly worse with greater MNV area and sumL. Fluid distribution differed significantly in relation to area (p < 0.005), sumL (p < 0.005) and FD (p = 0.001). Greater PED height was significantly associated with higher numN (p < 0.05) and lower avgW (p < 0.05). Atrophy was present significantly more often in MNV with larger area (p < 0.05), higher sumL (p < 0.05) and higher flow density (p = 0.002). None of the MNV parameters had a significant association with CRT or the occurrence of haemorrhage. CONCLUSION: OCTA is not restricted to evaluation of secondary changes but offers the opportunity to analyse the vascular structure of MNV in detail. Differences in vascular morphology are associated with certain secondary changes in retinal morphology. There are thus grounds for optimism that further research may identify and classify OCTA-based markers to permit more individualised treatment of nAMD.
Subject(s)
Choroidal Neovascularization , Macular Degeneration , Retinal Detachment , Wet Macular Degeneration , Angiogenesis Inhibitors/therapeutic use , Atrophy/pathology , Choroidal Neovascularization/diagnosis , Choroidal Neovascularization/drug therapy , Fluorescein Angiography/methods , Humans , Macular Degeneration/complications , Macular Degeneration/diagnosis , Macular Degeneration/pathology , Retina/pathology , Retinal Detachment/complications , Retrospective Studies , Tomography, Optical Coherence/methods , Wet Macular Degeneration/complications , Wet Macular Degeneration/diagnosisABSTRACT
BACKGROUND: For many maculopathies, the management of intravitreal injection (IVOM) presents a logistical challenge. To ensure contemporary and timely treatment, patients have to organise their rides to the surgery, and the clinic has to provide enough short term resources. The objective of this study is an evaluation of the IVOM therapy for patients with exudative AMD according to four quality indicators a) latency time within the treatment and monitoring cycle, b) the treatment and monitoring frequency, c) the adherence and d) the medical outcome. MATERIALS AND METHODS: For more than seven years, patients with exudative AMD have been treated by many ophthalmologists using a networked portal system. Therefore, conservative doctors and surgical eye centres exchange treatment-relevant data. In total there are documented 2283 eyes of 1850 patients. We evaluate these electronic medical records retrospectively according to the mentioned quality indicators. RESULTS: This evaluation results in a latency time from OCT monitoring and the start of a new IVOM series of 8.1 working days. Within the first two treatment years, we achieve 10.5 injections and 8.2 monitoring visits in average. After two years, 72.9% of the cases were still in treatment or monitoring. We observed stabilisation of mean visual accuracy of about 0.05 logMAR. CONCLUSIONS: To improve the visual acuity, it is essential to achieve consistent therapy over a long period of time, especially in the case of treatment-relevant exudative AMD. The evaluation of our treatment system demonstrated that the PRN-scheme can be implemented by a cooperatively organised IVOM therapy. It is possible to achieve rapid retreatment and good adherence over many treatment years. For treatment-relevant exudative AMD it is essential for the improvement of the visual accuracy to implement consistent therapy over a long period of time. The evaluation of our treatment system demonstrates that the PRN scheme can be implemented in a cooperatively organised IVOM therapy. It is possible to achieve rapid retreatment and good patients' adherence over many treatment years.
Subject(s)
Angiogenesis Inhibitors , Tomography, Optical Coherence , Angiogenesis Inhibitors/therapeutic use , Follow-Up Studies , Humans , Intravitreal Injections , Ranibizumab , Retrospective Studies , Treatment OutcomeABSTRACT
BACKGROUND: Trabeculectomy for the surgical reduction of internal eye pressure is an established procedure, but the principle limitations are in postoperative wound healing. Various antimetabolites are regularly used to avoid postoperative subconjunctival scarring. The present study investigates whether the combination of an Ologen implant with bevacizumab can modify the rates of success and/or complications during trabeculectomy. METHODS: Three different groups of patients were evaluated in which trabeculectomy was performed with mitomycin C, either alone (group 1) or in combination with an Ologen implant (group 2) or with an Ologen implant with bevacizumab (group 3). The success and failure rates, changes in tension, postoperative complications and postoperative revision for pressure regulation were evaluated. The follow-up was 12 months for all eyes. RESULTS: A total of 130 eyes in 130 patients (mean age 67.74 ± 12.16 years). The number of substances applied preoperatively to reduce intraocular pressure was 2.89 ± 0.98 and the internal ocular pressure was 21.74 ± 5.49 mmHg. Twelve months postoperatively; the mean pressure was 13.14 ± 3.71 mmHg. The greatest absolute success rate (= IOD ≤ 15 mmHg without antiglaucoma medication) was in the group with exclusive goniotrepanation + mitomycin C (MMC; 72.5%), followed by the groups with Ologen (67.5%) and Ologen + bevacizumab (63.6%). The greatest failure rate (= IOD > 15 mmHg) was in the Ologen bevacizumab group (17.3%), followed by the pure Ologen group with 22.5% and the pure trabeculectomy group (12.3%). There were no significant differences in the success and failure rates. There were no serious intra- or postoperative complications in any group. The number of patients for whom it was necessary to loosen the traction thread was significantly lower in the sole Ologen group (p = 0.02). There were also no significant differences between the groups with respect to revisions. CONCLUSION: Using Ologen as drug depot for bevacizumab in a trabeculectomy (TE) with MMC is a safe and active surgical method without an increased risk of complications in comparison to pure TE with MMC or TE with MMC and Ologen implant. After 12 months, this treatment exhibited no significant advantages.
Subject(s)
Bevacizumab , Glaucoma , Trabeculectomy , Aged , Bevacizumab/administration & dosage , Collagen/therapeutic use , Glaucoma/therapy , Humans , Intraocular Pressure , Middle Aged , Mitomycin , Treatment OutcomeABSTRACT
PURPOSE: Choroidal neovascularization (CNV) in neovascular age-related macular degeneration (nAMD) undergoing anti-VEGF therapy transforms into a fibrotic lesion. This fibrovascular transformation is associated with a great variety of functional and morphological effects. The aim of this study was to investigate the vascular morphology of fibrotic CNV, to compare it with its surrounding tissue and to identify phenotypes using optical coherence tomography angiography (OCTA). METHODS: In 18 eyes with fibrotic CNV in nAMD spectral domain OCT (SD-OCT) and OCTA were performed. The automated segmentation lines were manually adjusted. A slab from 60 µm beneath Bruch's membrane to the inner edge of the subretinal hyperreflective material was applied. Quantitative analysis of the vascular morphology was performed using skeletonized OCTA images. RESULTS: Compared to the perilesional rim, the number of segments per area was significantly lower (234.75 ± 25.68 vs. 255.30 ± 20.34 1/mm2, p = 0.0003) within the fibrovascular lesion. Two phenotypes could be identified within the lesion. The phenotypic traits of cluster 1 were few, long and thick vascular segments; Cluster 2 was characterized by many, short and thin vascular segments (number of segments per area: 219.4 ± 18.8 vs. 258.8 ± 13.2 1/mm2, p = 0.00009, segment length: 49.6 ± 2.7 vs. 45.0 ± 1.3 µm, p = 0.0002, vascular caliber: 26.6 ± 1.2 vs. 23.5 ± 1.8 µm, p = 0.003). The clusters did not differ significantly regarding visual acuity (0.52 ± 0.44 vs. 0.54 ± 0.18 logMAR, p = 0.25), differentiability of subretinal (OR = 3.43, CI = [0.30, 39.64], p = 0.6) and intraretinal fluid (OR = 5.34, CI = [0.48, 89.85], p = 0.14). Less normalized ellipsoid zone (EZ) loss could be observed in cluster 1 (131.0 ± 161.3 vs. 892.4 ± 955.6 1/m, p = 0.006). CONCLUSION: In this study the vascular morphology of fibrotic CNV was analyzed using OCTA. Differences between the lesion and a perilesional rim could be detected. Two phenotypes within the fibrovascular lesion were identified. These morphological clusters could indicate different patterns of fibrovascular transformation of the CNV under long-term anti-VEGF therapy and be useful identifying possible predictive biomarkers in future studies.
Subject(s)
Choroidal Neovascularization , Macular Degeneration , Wet Macular Degeneration , Angiogenesis Inhibitors/therapeutic use , Choroidal Neovascularization/diagnostic imaging , Choroidal Neovascularization/drug therapy , Fluorescein Angiography , Humans , Intravitreal Injections , Macular Degeneration/complications , Macular Degeneration/diagnostic imaging , Macular Degeneration/drug therapy , Tomography, Optical Coherence , Wet Macular Degeneration/complications , Wet Macular Degeneration/diagnostic imaging , Wet Macular Degeneration/drug therapyABSTRACT
PURPOSE: To characterize the choriocapillaris (CC) structure in relation to subretinal fluid (SRF) as a possible systematic error source using spectral domain (SD-OCTA) compared to swept-source optical coherence tomography angiography (SS-OCTA). METHODS: This is a prospective case-control study of 23 eyes. Ten patients with acute central serous chorioretinopathy (CSC), three patients with partial macular-off retinal detachment (RD) and ten healthy, age-matched controls were included. Abnormal CC decorrelation signals were quantitatively compared in CSC and controls by means of custom image processing. To investigate the influence of SRF on CC OCTA signal, the extent of SRF was quantified with a macular heatmap and compared with the corresponding OCTA signal of the CC. RESULTS: SS-OCTA yielded a more homogeneous OCTA signal from the CC than SD-OCTA, offering less signal dispersion and variability in healthy and diseased eyes. Both devices demonstrated CC signal voids in CSC and RD, respectively. In CCS, the voids were predominantly located in the area with SRF. Compared to SD-OCTA, SS-OCTA delivered a more homogenous OCTA signal and reduced signal voids in the CC underneath SRF in both RD and CSC (CSC, 7.6% ± 6.3% vs, 19.7% ± 9.6%, p < 0.01). Despite this significant attenuation of signal voids, SS-OCTA continued to reveal signal voids below SRF and more pixels with reduced OCTA signals in CSC patients compared to controls (7.6% ± 6.3%, 0.1% ± 0.1%, p < 0.0001). CONCLUSION: Understanding OCTA artifacts is critical to ensure accurate clinical evaluations. In this study, we describe the presence of SRF as an important shadow-causing artifact source for CC OCTA analysis which can be mitigated but not completely eliminated by employing SS-OCTA.
Subject(s)
Artifacts , Tomography, Optical Coherence , Case-Control Studies , Choroid , Fluorescein Angiography , Humans , Prospective Studies , Subretinal Fluid/diagnostic imagingABSTRACT
PURPOSE: To investigate the different appearances of vascular changes in macular telangiectasia type 2 (MacTel) and to describe their possible progression, the vascular patterns in different retinal layers were analyzed with optical coherence tomography angiography (OCT-A) and the findings were correlated with a spectral-domain OCT (SD-OCT) disease severity scale based on the extent of ellipsoid zone (EZ) loss. METHODS: Participants from the MacTel Study Group in Muenster and a healthy cohort were investigated with OCT-A using RTVue XR Avanti. After segmentation of the superficial capillary network, the deep capillary network, and the outer retina (OR), flow density was analyzed using Optovue software. Then, the images were exported using the software Fiji (National Institute of Mental Health, Bethesda, MD, USA) and analyzed with the automated MATLAB program (Mathworks, Version R2014b). Four parameters (total vessel length, number of vessel branches, number of vessel segments, and fractal dimension) were examined on the vascular skeletons (temporal, foveal, nasal, and total fields of the ETDRS grid). In addition, linear and area measurements of EZ loss were performed on SD-OCT volume scans. Progression characteristics and correlation between linear and area measurements were analyzed using linear mixed effects models. RESULTS: Twenty eyes of healthy probands (20 OCT-A and 20 SD-OCT scans) and 122 eyes of 61 MacTel patients were included. In order to classify the severity of the disease, MacTel eyes were assigned to a SD-OCT "disease severity scale" (grade 1 = no EZ loss; grade 2 = EZ loss temporal to the fovea; grade 3 = EZ loss including the fovea and the region nasal to the fovea). Flow density and total vessel length showed only limited differences between healthy eyes and different grades of MacTel, but particularly the numbers of branches and vessel segments, as well as the fractal dimension values, demonstrated significant and progressive reduction in the superficial and deep capillary networks of the temporal, nasal, and total ETDRS fields. Moreover, the outer retina showed a progressive presence of hyperreflective material in SD-OCT grades 2 and 3 eyes with associated vascular patterns in the OR on OCT-A. CONCLUSIONS: In SD-OCT, the severity of MacTel is characterized by progressive EZ loss, which may be used as a simple clinical "disease severity scale". In addition, OCT-A enables visualization and quantification of vascular patterns with mathematical methods. The morphological progression of the disease correlated significantly with progressive vascular changes, especially in respect of the numbers of branches and vessel segments as well as fractal dimension. This suggests that the severity of neurodegenerative and neurovascular changes develops in parallel and that the analysis and quantification of the vascular changes in the superficial and deep capillary networks may become an additional parameter for future treatment trials. Moreover, the significant association between hyperreflective material progressively visible on SD-OCT in the OR, which most often contains vessels in OCT-A, and advancing SD-OCT severity grades, as well as vascular changes in OCT-A, supports the concept of retinal neovascularization in the OR in patients with advanced MacTel.
Subject(s)
Fluorescein Angiography/methods , Fovea Centralis/pathology , Retinal Telangiectasis/diagnosis , Retinal Vessels/pathology , Tomography, Optical Coherence/methods , Visual Acuity , Capillaries/pathology , Disease Progression , Fundus Oculi , HumansABSTRACT
BACKGROUND: With FA and SD-OCT, different types of CNV in exudative AMD may be differentiated: type 1 CNV (within the sub-RPE space, typically corresponding to angiographically occult CNV), type 2 CNV (within the subretinal space, typically corresponding to angiographically classic CNV) and type 3 NV (intraretinal retinal angiomatous proliferation). OCT-angiography (OCT-A) is a new method to visualize vasculature based on flow characteristics. A correlation of type 1 and 2 CNV was performed. METHODS: Thirty-six eyes (17 type 1 CNV, 9 combined type 1 and 2 CNV, and 10 type 2 CNV) of 36 patients were examined by FA, SD-OCT and OCT-A. Standardized OCT-A segmentations were performed at the level of mid-choroid, choriocapillaris (CC), RPE and outer retina. On these images the size and demarcation of CNV lesions were classified: "not distinguishable", "minor" or "sharp" demarcation. Furthermore, the size of the different CNV subtypes was determined and compared. RESULTS: Both types of CNV were visible in OCT-A. They could be detected on the slabs "mid-choroid", "CC" and "RPE". While type 1 CNV showed most often a minor demarcation from the surrounding vasculature, type 2 CNV showed nearly always a sharp demarcation. In addition, type 2 CNV extended into the slab "outer retina" and were much smaller than type 1 CNV. CONCLUSIONS: Different types of CNV in exudative AMD can be visualized and differentiated with OCT-A. Type 1 CNV were larger with minor demarcation from the surrounding vasculature and were visible on the slab "mid-choroid", "CC" and "RPE". In contrast, type 2 CNV demonstrated a sharp demarcation from the surrounding vasculature reaching the slab "outer retina".
Subject(s)
Choroid/blood supply , Choroidal Neovascularization/diagnosis , Fluorescein Angiography/methods , Macular Degeneration/diagnosis , Retinal Vessels/pathology , Tomography, Optical Coherence/methods , Aged , Choroid/pathology , Choroidal Neovascularization/etiology , Exudates and Transudates , Female , Follow-Up Studies , Fundus Oculi , Humans , Macular Degeneration/complications , Middle Aged , Prospective StudiesABSTRACT
OCT angiography provides a combination of vascular and structural information. In contrast to conventional fluorescein angiography, there is no need for dye injection to give an image of choroidal neovascularisation. Although there is currently no classification of OCT angiography, different neovascular patterns can be observed, with criteria for activity. In the future, OCT angiography may help us to understand pathophysiological mechanisms and to develop therapeutic strategies.
Subject(s)
Angiography/methods , Macular Degeneration/diagnostic imaging , Tomography, Optical Coherence/methods , Choroidal Neovascularization/diagnostic imaging , Fluorescein Angiography/methods , Humans , Macular Degeneration/classification , Sensitivity and SpecificityABSTRACT
Purpose OCT-A is a new method to visualise the 2D and 3D structures of neovascular complexes in exudative AMD. The aim of the present study was to characterise type 2 CNV in different 2D segmentations and in 3D imaging and to investigate changes during anti-VEGF treatment. Methods 12 patients with type 2 CNV in FA and SD-OCT were selected. OCT-A (Avanti, Optovue) was obtained initially and after the first three injections and thereafter, if "new activity" (increase in sub- or intraretinal fluid) occurred. The characteristics of the type 2 CNV were classified initially and during follow-up in different segmentations (outer retina, RPE, CC, choroidea), in respect to the size of the CNV, the flow area within the CNV and flow index (% of flow area within the total lesion). Results Comparison of the vessel characteristics before and after anti-VEGF treatment showed a significant reduction in the size of CNV at every level (p < 0.05). This was most significant at the RPE level (p < 0.005). After new activity, a significant increase in size was only recognised at the CC level (p < 0.05). Similarly, the most significant changes in the flow area were measured at the RPE level before and after treatment (p < 0.01) and at the CC level after new activity (p < 0.05). Demarcation from type 2 CNV of the bordering tissue was much better when activity occurred. Conclusions OCT-A provides a new opportunity for the assessment of vascular characteristics of type 2 CNV, and quantifies CNV size and vascularisation under anti-VEGF therapy. This may be used in further studies in combination with SD-OCT scans to describe characteristics of this type of CNV under treatment. OCT-A is an additional medical imaging procedure to SD-OCT and FA, but more experience is needed in distinguishing CNV in the active and non-active stages.
Subject(s)
Angiography/methods , Choroidal Neovascularization/diagnostic imaging , Choroidal Neovascularization/drug therapy , Macular Degeneration/diagnostic imaging , Macular Degeneration/drug therapy , Tomography, Optical Coherence/methods , Vascular Endothelial Growth Factor A/antagonists & inhibitors , Wet Macular Degeneration/diagnostic imaging , Wet Macular Degeneration/drug therapy , Aged , Female , Fluorescein Angiography , Humans , Male , Sensitivity and Specificity , Treatment OutcomeABSTRACT
Background The aim of the following extended case study was to analyse whether choroidal neovascularisation (CNV) in vascularised epithelial detachments (PED) in OCT angiography (OCT-A) can be better visualised in OCT-A than in the established angiographic methods during the course of anti-VEGF therapy and if possible used to quantify the CNV size and flow area. These findings were compared with other SD-OCT characteristics of the lesion (PED height, retinal thickness). Patients and Methods 8 patients with PED and associated CNV were diagnosed with multimodal imaging and additionally OCT angiography was performed. The CNV region in the B-scan of the OCT-A was detected with a fine segmentation setting (20 µm) parallel and just below the retinal pigment epithelium (RPE). The CNV area was manually marked, and the size of the CNV and the vessel section (flow area) were analysed with the evaluation tool of the device. This measurement was performed both initially and after anti-VEGF therapy (3 injections). At the same time, the visual acuity (logMAR) and the SD-OCT parameters of PED height and retinal thickness were determined before and after therapy and also statistically compared. Results Initially, the size of CNV in OCT-A showed a large phenotypic range of variation (0.33â-â1.35 mm2, mean 0.71 mm2). This decreased significantly under therapy (after therapy 0.44â-â0.84 mm2, mean 0.57 mm2, p = 0.02). The proportion of the vessels analysed within the CNV (flow area) varied as well (0.21â-â0.88 mm2, mean 0.45) and decreased under therapy (0.08â-â0.44 mm2 after therapy), mean 0.27 mm2, p = 0.07). The height of PED in SD-OCT was initially different (initially 274â-â1459 µm, mean 607 µm), but showed only small changes (132â-â1317 µm, mean 524 µm, p = 0.09) under therapy. This also applied to the mean retinal thickness (before therapy 315 µm, after therapy 294 µm, p = 0.5). Mean visual acuity also improved only slightly (p = 0.7) after therapy. from initially 0.51 to 0.45 logMAR. Conclusions The combination of SD-OCT and OCT-A offers significantly improved visualisation and quantification of CNV in a vascularised PED. With the help of OCT-A imaging, changes in the perfusion/size of the CNV can be quantified. Together with the retinal activity signs, this allows a second activity assessment of the CNV under anti-VEGF therapy. Due to its three-dimensional structure, especially for this subtype of the exudative AMD, it is of the utmost importance to develop three-dimensional imaging for both structural SD-OCT and the OCT-A.
Subject(s)
Angiography/methods , Choroidal Neovascularization/diagnostic imaging , Retinal Detachment/diagnostic imaging , Tomography, Optical Coherence/methods , Wet Macular Degeneration/diagnostic imaging , Aged , Female , Humans , Male , Sensitivity and SpecificityABSTRACT
Background Retinal pigment epithelium (RPE) tears are a typical complication of vascular pigment epithelium detachment in age-related macular degeneration (AMD). During proactive intense anti-VEGF therapy, stabilisation or improvement of function may occur. With the new method of OCT angiography (OCT-A), retinal vessels and flow density can be quantified. This pilot study investigates changes in the choriocapillars (CC) in areas with increasing FAF in OCT following an RPE-tear. Methods In six eyes with an RPE-tear, prospectively initially and every three months thereafter, multimodal imaging was performed, including fundus autofluorescence (FAF) (HRA2, Heidelberg Engineering, Heidelberg, Deutschland) and OCT-A (RTVue XR Avanti, SSDA-Modus, Angiovue, Optovue, Freemont, CA, USA). With interactive MATLAB-software (MATLAB, MathWorks, Natick, MA, USA), FAF and OCT were geometrically superimposed. With the help of the Fiji software (National Institutes of Health, Bethesda, MD, USA), areas with increasing FAF flow intensity in OCT-A with CC-segmentation were measured during an average follow-up period of 12 months. Results We measured a reduction in the RPE-free area - due to an increase in autofluorescence tissue - of an average of 2.94 mm2 (SD 2.1 mm2; 42.1% of initial RPE-free area) in the boundary area of RPE-tears. At the end of the different follow-ups, some patients exhibited lower flow density in areas of regenerated autofluorescence than the initial findings. On the other hand, in some follow-ups, the same or increased flow density was seen. Conclusion In this pilot study, OCT-A was tested to analyse the structure of CC in areas of regenerated FAF after RPE-tears. Using external image editing software, FAF and OCT-A were compared during the follow-up. Thus apparent initial regression of the CC in the area mentioned above could be observed. During the follow-up and development of autofluorescent SHT, CC also regenerates up to the level of the initial findings of CC.
Subject(s)
Angiography , Choroidal Neovascularization/diagnostic imaging , Retinal Detachment/diagnostic imaging , Retinal Pigment Epithelium/diagnostic imaging , Tomography, Optical Coherence , Wet Macular Degeneration/diagnostic imaging , Aged , Choroidal Neovascularization/drug therapy , Female , Fluorescein Angiography , Follow-Up Studies , Humans , Male , Pilot Projects , Prospective Studies , Retinal Detachment/drug therapy , Retinal Pigment Epithelium/drug effects , Retinal Vessels/diagnostic imaging , Retinal Vessels/drug effects , Vascular Endothelial Growth Factor A/antagonists & inhibitors , Wet Macular Degeneration/drug therapyABSTRACT
Neovascular age-related macular degeneration (nAMD) is one of the major causes of irreversible blindness and is characterized by accumulations of different lesions inside the retina. AMD biomarkers enable experts to grade the AMD and could be used for therapy prognosis and individualized treatment decisions. In particular, intra-retinal fluid (IRF), sub-retinal fluid (SRF), and pigment epithelium detachment (PED) are prominent biomarkers for grading neovascular AMD. Spectral-domain optical coherence tomography (SD-OCT) revolutionized nAMD early diagnosis by providing cross-sectional images of the retina. Automatic segmentation and quantification of IRF, SRF, and PED in SD-OCT images can be extremely useful for clinical decision-making. Despite the excellent performance of convolutional neural network (CNN)-based methods, the task still presents some challenges due to relevant variations in the location, size, shape, and texture of the lesions. This work adopts a transformer-based method to automatically segment retinal lesion from SD-OCT images and qualitatively and quantitatively evaluate its performance against CNN-based methods. The method combines the efficient long-range feature extraction and aggregation capabilities of Vision Transformers with data-efficient training of CNNs. The proposed method was tested on a private dataset containing 3842 2-dimensional SD-OCT retina images, manually labeled by experts of the Franziskus Eye-Center, Muenster. While one of the competitors presents a better performance in terms of Dice score, the proposed method is significantly less computationally expensive. Thus, future research will focus on the proposed network's architecture to increase its segmentation performance while maintaining its computational efficiency.
Subject(s)
Retinal Detachment , Wet Macular Degeneration , Humans , Angiogenesis Inhibitors/therapeutic use , Tomography, Optical Coherence/methods , Vascular Endothelial Growth Factor A , Visual Acuity , Wet Macular Degeneration/drug therapy , Retina/diagnostic imaging , Retinal Detachment/drug therapyABSTRACT
PURPOSE: Patients with juvenile idiopathic arthritis (JIA) associated uveitis (JIAU) are at risk for secondary glaucoma, frequently requiring surgical management. We compared the success rates for trabeculectomy (TE) and Ahmed glaucoma valve (AGV) implantation. METHODS: We conducted a retrospective analysis of TE (45 eyes), primary AGV (pAGV) (7 eyes), or secondary AGV (sAGV) implantation after TE (11 eyes) in JIAU at the 2-year follow-up. RESULTS: All groups achieved significant pressure reduction. After 1 year, the overall success rate was higher in the Ahmed groups (p = 0.03). After adjusting the p-value according to Benjamin Hochberg, there is no significant difference between the groups in the Kaplan-Meier, despite a significant logrank test between all groups (p = 0.0194) and a better performance in the Ahmed groups. CONCLUSION: Slightly better success rates were achieved with pAGV in managing JIAU patients with glaucoma refractory to medical treatment.
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Background: The clinical appearance of macular neovascularization (MNV) in age-related macular degeneration (nAMD) varies widely, but so far, this has had no relevance in terms of therapeutic approaches or prognosis. Therefore, our purpose was to investigate if and which differences exist in the vascular architecture of MNV and to quantify them. Methods: In 90 patients with newly diagnosed nAMD, MNV was identified by means of optical coherence tomography angiography (OCTA), and automated quantitative vascular analysis was carried out. The analyzed vascular parameters were area, flow, fractal dimension (FD), total vascular length (sumL), number of vascular nodes (numN), flow, and average vessel caliber (avgW). The current classification of MNVs divides them according to their localization into type 1 (grown from the choroid below the RPE), type 2 (grown from the choroid through RPE), and type 3 (grown from the retina toward the RPE). We compared the analyzed vascular parameters of each of the three MNV types. Kruskal−Wallis test was applied, Dunn test was performed for post hoc analysis, and for pairwise comparison, p-values were adjusted using Bonferroni comparison. Results: Regarding the MNV area, there was no significant difference between types 1 and 2, but type 3 was significantly smaller than types 1 and 2 (p < 0.00001). For FD, types 1 and 2 did not differ significantly, but again, type 3 was lower than type 1 and 2 (p < 0.00001). The numN were significantly higher in types 1 and 3 than in 2 (p < 0.005), but not between types 1 and 3. No significant differences were found between MNV types for flow. As for sumL, types 1 and 2 did not differ significantly, but type 3 was significantly lower than types 1 and 2 (p < 0.00001). For avgW, there was no significant difference between types 1 and 2 or between types 2 and 3, but type 3 was significantly larger than type 1 (p < 0.05). Conclusions OCTA yields detailed information on the vascular morphology of MNV in patients with nAMD and is able to show differences among types 1, 2, and 3. Especially comparing types 1 and 2 with type 3 reveals significant differences in area, FD, sumL, and numN. One explanation could be the similar pathogenesis of types 1 and 2 with their origin in the choroid and their growth towards the retinal pigment epithelium (RPE), whereas type 3 originates in the deep capillary plexus. Between types 1 and 2, however, only the numN differ significantly, which could be due to the fact that type 1 spreads horizontally below the RPE and, thus, display more vascular branching, while type 2 grows more vertically through the RPE and under the neurosensory retina. Detailed information about the pathologic vasculature is important for proper monitoring of the disease and to assess the efficacy of medication, especially with regard to new substances. This should be taken into consideration in future studies.
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Introduction: Anti-VEGF therapy is an effective option for improving and stabilizing the vision in neovascular age-related macular degeneration (nAMD). However, the response to treatment is markedly heterogeneous. The aim of this study was therefore to analyze the vascular characteristics of type 1,2, and 3 macular neovascularizations (MNV) in order to identify biomarkers that predict treatment response, especially with regard to changes in intraretinal and subretinal fluid. Materials and Methods: Overall, 90 treatment-naive eyes with nAMD confirmed by optic coherence tomography (OCT), fluorescein angiography, and OCT angiography (OCTA) were included in this retrospective study. The MNV detected by OCTA were subjected to quantitative vascular analysis by binarization and skeletonization of the vessel using ImageJ. We determined their area, total vascular length (sumL), fractal dimension (FD), flow density, number of vascular nodes (numN), and average vascular diameter (avgW). The results were correlated with the treatment response to the initial three injections of anti-VEGF and the changes in intraretinal (IRF) and subretinal fluid (SRF) and the occurrence of pigment epithelial detachements (PED). Results: All patients found to have no subretinal or intraretinal fluid following the initial three injections of anti-VEGF showed a significantly smaller MNV area (p < 0.001), a lower sumL (p < 0.0005), and lesser FD (p < 0.005) before treatment than those who still exhibited signs of activity. These parameters also showed a significant influence in the separate analysis of persistent SRF (p < 0.005) and a persistent PED (p < 0.05), whereas we could not detect any influence on changes in IRF. The vascular parameters avgW, numN, and flow density showed no significant influence on SRF/IRF or PED changes. Conclusions: The size, the total vessel length, and the fractal dimension of MNV at baseline are predictors for the treatment response to anti-VEGF therapy. Therefore, particularly regarding the development of new classes of drugs, these parameters could yield new insights into treatment response.
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The purpose of this study was to ascertain whether a correlation exists between glaucoma-associated alteration of ocular vascular haemodynamics and endothelin-1 (ET-1) levels exist. Eyes of patients with cataract (n = 30) or glaucoma (n = 68) were examined with optical coherence tomography (OCT) and OCT-angiography (OCT-A; AngioVue™-RTVue-XR; Optovue, Fremont, California, USA). The peripapillary and the macular vessel density (VD) values were measured. Inferior and superior retinal nerve fibre layer (RNFL) thickness loss was used for further OCT staging. Aqueous humour of the examined eye and plasma were sampled during cataract or glaucoma surgery and analysed by means of ELISA to determine their ET-1 level. Glaucoma eyes are characterised by reductions in RNFL thickness and VD that correlate significantly with the OCT GSS score. Peripheral and ocular ET-1 level were significantly elevated in patients with glaucoma and correlate positively with the OCT-GSS score of the entire study population. Peripapillary and macula VD of glaucoma patients correlates negatively with plasma ET-1 levels. Multivariable analysis showed a subordinate role of intraocular pressure predictive factor for impaired retinal blood flow compared with plasma ET-1 level in glaucoma. Peripheral ET-1 level serves as risk factor for detection of ocular blood flow changes in the optic nerve head region of glaucomatous eyes.