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2.
Ocul Immunol Inflamm ; : 1-6, 2023 Mar 10.
Article in English | MEDLINE | ID: mdl-36898006

ABSTRACT

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.

3.
Sci Rep ; 13(1): 517, 2023 01 10.
Article in English | MEDLINE | ID: mdl-36627357

ABSTRACT

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 therapy
4.
Diagnostics (Basel) ; 12(11)2022 Nov 15.
Article in English | MEDLINE | ID: mdl-36428867

ABSTRACT

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.

5.
Article in English, German | MEDLINE | ID: mdl-35926516

ABSTRACT

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.

6.
Sci Rep ; 12(1): 11801, 2022 07 12.
Article in English | MEDLINE | ID: mdl-35821224

ABSTRACT

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.


Subject(s)
Cataract , Endothelin-1 , Eye , Glaucoma , Cataract/metabolism , Cataract/pathology , Endothelin-1/metabolism , Eye/blood supply , Glaucoma/metabolism , Glaucoma/pathology , Hemodynamics , Humans , Nerve Fibers/metabolism , Nerve Fibers/pathology , Regional Blood Flow , Retinal Vessels/metabolism , Retinal Vessels/pathology , Risk Factors , Tomography, Optical Coherence/methods
7.
Biomedicines ; 10(3)2022 Mar 17.
Article in English | MEDLINE | ID: mdl-35327496

ABSTRACT

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.

8.
Transl Vis Sci Technol ; 11(2): 21, 2022 Feb 01.
Article in English | MEDLINE | ID: mdl-35147662

ABSTRACT

PURPOSE: The purpose of this study is to describe and quantify the nonpathological axial stretching in the retinal vascular plexus in three-dimensional (3D) optical coherence tomography angiography (OCTA) images. METHODS: The 3D vascular network underneath the inner limiting membrane of OCTA volumes was labeled as ground truth (GT) data. To analyze the cross-section area of the vessels the width and depth of the vessels in the GT data were computed and an elliptical quotient was proposed to quantify the axial stretching. RESULTS: A total of 21 3D OCTA volumes were labeled. It was found that the vessels in 3D OCTA images are stretched in the direction of the A-Scan by a factor of 2.46 ± 1.82 with a median of 2.24. Furthermore, a larger cross-section area leads to higher axial stretching. CONCLUSIONS: The elliptical shape of the cross-section area of the vessel does not match with the expected pathology of the vascular network in the human eye. Therefore a correction of the volume data before a 3D analysis is recommended. TRANSLATIONAL RELEVANCE: This work gives a systematic insight to the stretched shape of vessels in 3D OCTA images and is relevant for further clinical research analyzing the 3D vascular network.


Subject(s)
Retinal Vessels , Tomography, Optical Coherence , Fluorescein Angiography , Humans , Retina/diagnostic imaging , Retinal Vessels/diagnostic imaging , Tomography, Optical Coherence/methods
9.
Graefes Arch Clin Exp Ophthalmol ; 260(7): 2217-2230, 2022 Jul.
Article in English | MEDLINE | ID: mdl-35064365

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 therapy
10.
J Rheumatol ; 49(7): 719-724, 2022 07.
Article in English | MEDLINE | ID: mdl-35034000

ABSTRACT

OBJECTIVE: Data on uveitis in juvenile psoriatic arthritis (JPsA), a category of juvenile idiopathic arthritis (JIA), are scarce. We describe prevalence and risk factors for JPsA-associated uveitis (JPsA-U). METHODS: Cross-sectional data from the German National Pediatric Rheumatological Database (2002-2014) were used to characterize JPsA-U and assess risk factors for the development of uveitis. RESULTS: Uveitis developed in 6.6% of 1862 patients with JPsA. Patients with JPsA-U were more frequently female (73.0 vs 62.9%, P = 0.03), antinuclear antibody (ANA) positive (60.3 vs 37.0%, P < 0.001), younger at JPsA onset (5.3 ± 4.1 vs 9.3 ± 4.4 yrs, P < 0.001), and treated with disease-modifying antirheumatic drugs (DMARDs) significantly more frequently compared with JPsA patients without uveitis. On a multivariable analysis of a subgroup of 655 patients enrolled in the study ≤ 1 year after arthritis onset, mean clinical Juvenile Arthritis Disease Activity Score for 10 joints during study documentation was significantly associated with uveitis development. Children with early onset of JPsA (aged < 5 yrs vs ≥ 5 yrs) were significantly more frequently ANA positive (48.4% vs 35.7%, P < 0.001), affected by uveitis (17.3% vs 3.8%, P < 0.001), and treated with DMARDs (52.9% vs 43.8%, P < 0.001), but less often affected by skin disease (55.3% vs 61.0%, P = 0.03). CONCLUSION: The characteristics of patients with JPsA developing uveitis are similar to those of patients with uveitis in other JIA categories, such as oligoarticular JIA. Children with early-onset JPsA are at a higher risk for ocular involvement. Our data support the notion of a major clinical difference between those patients with early vs late onset of JPsA.


Subject(s)
Antirheumatic Agents , Arthritis, Juvenile , Uveitis , Antirheumatic Agents/therapeutic use , Arthritis, Juvenile/complications , Arthritis, Juvenile/drug therapy , Arthritis, Juvenile/epidemiology , Child , Cross-Sectional Studies , Female , Germany/epidemiology , Humans , Risk Factors , Uveitis/complications , Uveitis/etiology
11.
Int Ophthalmol ; 42(5): 1553-1562, 2022 May.
Article in English | MEDLINE | ID: mdl-35028773

ABSTRACT

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/diagnosis
12.
Klin Monbl Augenheilkd ; 239(1): 79-85, 2022 Jan.
Article in English, German | MEDLINE | ID: mdl-33513622

ABSTRACT

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 Coherence
13.
J Clin Med ; 10(19)2021 Sep 29.
Article in English | MEDLINE | ID: mdl-34640527

ABSTRACT

PURPOSE: To analyze occurrence and risk factors for macular edema (ME) in juvenile idiopathic arthritis-associated uveitis (JIA-U). METHODS: Retrospective analysis of patients with JIA-U at a tertiary referral uveitis center between 2000 and 2019. Epidemiological data and clinical findings before ME onset were evaluated. RESULTS: Out of 245 patients, ME developed in 41 (18%) of the 228 JIA-U patients for whom data documentation was complete during the follow-up (mean 4.0 ± 3.8 years). Risk factors (univariable logistic regression analysis) at baseline for subsequent ME onset included older age at initial documentation at institution (hazard ratio, HR 1.19, p < 0.0001), longer duration of uveitis at initial documentation (HR 1.17, p < 0.0001), worse best-corrected visual acuity (BCVA; HR 2.49, p < 0.0001), lower intraocular pressure (IOP; HR 0.88, p < 0.01), band keratopathy (HR 2.29, p < 0.01), posterior synechiae (HR 2.55, p < 0.01), epiretinal membrane formation (HR 6.19, p < 0.0001), optic disc swelling (HR 2.81, p < 0.01), and cataract (HR 4.24, p < 0.0001). Older age at initial documentation at institution (HR 1.55, p < 0.001), worse BCVA (HR 28.56, p < 0.001), and higher laser-flare photometry (LFM) values (HR 1.003, p = 0.01) were independent risk factors for ME manifestation. Patients with ME revealed significant changes in BCVA, LFM, and IOP and new optic disc swelling at 6 and 3 months before ME onset compared to timepoint of ME occurrence (p < 0.05, each). CONCLUSION: ME is a common complication of JIA-U. Demographic risk factors and courses of IOP, BCVA, and LFM may indicate patients at risk for ME onset.

14.
Ophthalmologe ; 118(9): 913-918, 2021 Sep.
Article in German | MEDLINE | ID: mdl-34459962

ABSTRACT

BACKGROUND: The standardization of uveitis nomenclature (SUN) working group is an international expert committee, which follows the aim to develop a standardized and internationally recognized terminology for the field of uveitis. This appears to be important in view of the demand for evidence-based medicine, especially for relatively rare diseases such as uveitis. METHODS: A databank of > 4000 uveitis patients was compiled using formal consensus techniques, for whom a majority consensus was previously achieved in the diagnosis. The patient data were analyzed within the subclasses of uveitis and divided into a training set and a validation set. Multinomial logistic regressions with LASSO regularization were carried out on the training set with machine learning (ML). The accuracy of the rules that were developed to express the criteria of ML, were assessed by a masked observer in a random sample of 10%. RESULTS: The estimations of total accuracy according to the uveitis classes in the validation set were high for all forms of uveitis: anterior uveitis 96.7% (95% confidence interval, CI 92.4-98.6%), intermediate uveitis 99.3% (95% CI 96.1-99.9%), posterior uveitis 98.0% (95% CI 94.3-99.3%), panuveitis 94.0% (95% CI 89.0-96.8%) and infectious posterior uveitis/panuveitis 93.3% (95% CI 89.1-96.3%). CONCLUSION: Classification criteria are presented, which show a high degree of accuracy (low misclassification rates) and are therefore suitable for future clinical and translational research.


Subject(s)
Panuveitis , Uveitis, Anterior , Uveitis, Intermediate , Uveitis , Humans , Reference Standards , Uveitis/diagnosis
15.
Br J Ophthalmol ; 105(4): 573-576, 2021 04.
Article in English | MEDLINE | ID: mdl-33414243

ABSTRACT

BACKGROUND: Macular telangiectasia type 2 (MacTel) is a neurodegenerative disease resulting in photoreceptor loss. Optical coherence tomography (OCT) reveals outer retina-associated hyperreflectivity (ORaH) as part of this process. The purpose of this study was to describe the incidence and phenotypical variation of ORaH. METHODS: Different parameters of ORaH were analysed: OCT characteristics (Spectralis SD-OCT), correlation with vascular changes (OCT angiography; OCTA 3×3 mm Optovue) and correlation with hyperpigmentation (autofluorescence/fundus images). ORaH was also evaluated regarding the grade of severity of photoreceptor loss (Disease Severity Scale). RESULTS: Of 220 eyes with MacTel type 2, 106 demonstrated ORaH. On OCT, the size, the extension into the inner retina and the contact with retinal pigment epithelium (RPE) of the ORaH were variable. On OCTA neovascularisation (NV) in the outer retina (OR) was present at the location of the ORaH in 97.6%. Increasing size of NV correlated with progressive photoreceptor loss. In 86.6% with NV, the flow signals were visible between the OR and the choriocapillaris. In 85.7%, the ORaH was associated with hyperpigmentation on autofluorescence and fundus colour images. CONCLUSIONS: The presence of ORaH is associated with increasing photoreceptor loss and disease severity. In these more advanced cases of the present study, a variable presentation of ORaH in respect to size and form was seen, but in most cases, ORaH was in contact to the RPE. Additionally, ORaH was associated with hyperpigmentation and OR NV on OCTA. These results are consistent with the concept of ORaH representing fibrovascular OR-NV with RPE proliferation after contact with the RPE.


Subject(s)
Fluorescein Angiography/methods , Retinal Pigment Epithelium/pathology , Retinal Telangiectasis/epidemiology , Retinal Vessels/pathology , Visual Acuity , Fundus Oculi , Germany/epidemiology , Humans , Incidence , Macula Lutea/pathology , Male , Middle Aged , Retinal Telangiectasis/diagnosis , Tomography, Optical Coherence/methods
16.
Ophthalmologe ; 118(10): 1024-1030, 2021 Oct.
Article in German | MEDLINE | ID: mdl-33196857

ABSTRACT

BACKGROUND: Under long-term anti-VEGF therapy neovascular age-related macular degeneration (nAMD) may result in fibrovascular transformation of choroidal neovascularization (CNV). So far there is a lack of definitions on how a differentiated quantification of the associated morphological changes can best be carried out. This pilot study aimed to define the most appropriate imaging modalities. PATIENTS AND METHODS: In 56 eyes with fibrotic CNV after at least 2 years of anti-VEGF therapy and at least 12 intravitreal anti-VEGF injections, the following imaging modalities were investigated with respect to the delimitation of vascular and fibrous portions of CNV as well as associated atrophy of retinal pigment epithelium (RPE) and disruption of the ellipsoid zone (EZ): multicolor imaging (MC), fundus autofluorescence (FAF), fluorescein angiography (FA) and indocyanine green angiography (ICGA), spectral domain optical coherence tomography (SD-OCT) and OCT angiography (OCTA). RESULTS: The vascular portion of fibrotic CNV was best visualized by OCTA, the fibrous portion by SD-OCT. The RPE atrophy was best delimitated by FAF, but differentiation was also possible by MC and ICGA. Disruption of the EZ could be delineated by SD-OCT b­scan. CONCLUSION: The use of MC is suitable for visualization of RPE atrophy and the fibrous portion of fibrotic CNV and FAF is suitable for differentiation of RPE atrophy. The SD-OCT can be used to quantify the fibrous portion of CNV; the EZ interruption is delimitable in the b­scan but not in the transverse structure-scan. The vascular part can best be detected by OCTA.


Subject(s)
Choroidal Neovascularization , Choroidal Neovascularization/diagnostic imaging , Choroidal Neovascularization/drug therapy , Fluorescein Angiography , Humans , Pilot Projects , Tomography, Optical Coherence , Visual Acuity
17.
Klin Monbl Augenheilkd ; 238(3): 293-301, 2021 Mar.
Article in German | MEDLINE | ID: mdl-31652484

ABSTRACT

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 Outcome
18.
J Rheumatol ; 48(2): 262-269, 2021 02.
Article in English | MEDLINE | ID: mdl-32173656

ABSTRACT

OBJECTIVE: Enthesitis-related arthritis (ERA) represents a subgroup of juvenile idiopathic arthritis (JIA) that is regularly accompanied by anterior uveitis. This study describes the prevalence and characteristics of ERA-related uveitis. METHODS: Cross-sectional data from the National Pediatric Rheumatological Database (NPRD) were used to characterize ERA-related uveitis (ERA-U). In addition to sociodemographic variables, we documented the occurrence of uveitis and course of disease, including symptoms, visual acuity, and complications, as well as JIA characteristics such as disease activity (Juvenile Arthritis Disease Activity Score 10), functional ability (Childhood Health Assessment Questionnaire score), laboratory variables, and treatment. RESULTS: In the years from 2002 to 2014, there were 3778 (15.2%) of a total of 24,841 JIA patients recorded in the NPRD who had ERA, and 280 (7.4%) of them had developed uveitis. Detailed ophthalmological documentation by a uveitis add-on module was available for 22.9% of these patients. Uveitis onset was acutely symptomatic in 63% of patients. Patients with uveitis were more frequently male, HLA-B27-positive, younger at ERA onset, and they had higher erythrocyte sedimentation rate values at first uveitis documentation than those without uveitis. Uveitis was diagnosed at a mean age of 11.5 (± 3.9) years (50% within 2 years after ERA onset). Systemic treatment with corticosteroids and synthetic and biologic disease-modifying antirheumatic drugs was associated with a (not significantly) lower risk of developing uveitis. CONCLUSION: The course of disease in ERA-U patients is frequently similar to HLA-B27-associated uveitis in adults; however, a subgroup of patients presents with asymptomatic uveitis.


Subject(s)
Arthritis, Juvenile , Uveitis , Adolescent , Arthritis, Juvenile/complications , Arthritis, Juvenile/drug therapy , Arthritis, Juvenile/epidemiology , Child , Cross-Sectional Studies , Germany/epidemiology , Humans , Male , Prevalence , Uveitis/epidemiology , Uveitis/etiology
19.
Ophthalmologe ; 118(2): 154-161, 2021 Feb.
Article in German | MEDLINE | ID: mdl-32601817

ABSTRACT

BACKGROUND: The aim of this pilot study was to investigate vascular morphological characteristics of choroidal neovascularization (CNV) at the time of the initial diagnosis of exudative age-related macular degeneration (nAMD), which enable a prognosis for the development of visual acuity and the necessity for treatment in the first year. METHODS: In 57 patients with the initial diagnosis of nAMD, CNV was detected by optical coherence tomography angiography (OCT-A) and an automated quantitative vessel analysis was performed with respect to area, total vessel length, flow value and average vessel caliber of the CNV. After 12 months patients were divided into 2 groups based on visual acuity (visual loss vs. visual gain) and necessity of anti-VEGF therapy (<7 intravitreal injections, IVOM vs. ≥7 IVOM). RESULTS: The mean CNV area was 0.95 mm2 ± 1.07 mm2 (group visual loss 1.56 mm2 ± 1.54 mm2; group visual gain 0.65 mm2 ± 0.53 mm2; p = 0.002/<7 IVOM 1.05 mm2 ± 1.40 mm2; ≥7 IVOM 0.98 mm2 ± 0.94 mm2, p = 0.60). The average total vessel length of the CNV was 9.84 mm ± 11.35 mm (visual loss 16.00 mm ± 16.58 mm; visual gain 6.74 mm ± 5.42 mm; p < 0.003/<7 IVOM 11.21 mm ± 15.10; ≥7 IVOM 9.90 mm ± 9.68 mm; p = 0.68). The mean flow value of the CNV was 0.40 ± 0.06 (visual loss 0.37 ± 0.04; visual gain 0.41 ± 0.07; p = 0.004/<7 IVOM 0.42 ± 0.08; ≥7 IVOM 0.38 ± 0.06; p = 0.02). The average vessel caliber was 28.86 µm ± 2.93 µm (visual loss 28.39 µm ± 2.97 mm; visual gain 29.32 µm ± 3.05 µm; p = 0.24/<7 IVOM 30.26 µm ± 3.49 µm; ≥7 IVOM 28.23 µm ± 2.25 µm; p = 0.02). CONCLUSION: The results show that a mathematical quantification of the CNV in nAMD is possible using OCT­A. This analysis confirmed again that the size of the CNV (area and total vessel length) is decisive for the prognosis of visual acuity. It also shows that a larger flow value as a sign of a well-differentiated CNV is associated with a better functional prognosis. The number of IVOMs required, however, depends primarily on the composition of the CNV (flow value and vascular caliber). More precise imaging and larger examination cohorts could possibly reveal further relevant biomarkers.


Subject(s)
Choroidal Neovascularization , Macular Degeneration , Angiogenesis Inhibitors/therapeutic use , Choroidal Neovascularization/diagnostic imaging , Choroidal Neovascularization/drug therapy , Fluorescein Angiography , Humans , Intravitreal Injections , Macular Degeneration/drug therapy , Pilot Projects , Retrospective Studies , Tomography, Optical Coherence , Visual Acuity
20.
Clin Ophthalmol ; 14: 3179-3186, 2020.
Article in English | MEDLINE | ID: mdl-33116368

ABSTRACT

PURPOSE: The aim of this study was to ascertain and quantify the differences between swept-source (SS) and spectral-domain (SD) optical coherence tomography angiography (OCTA) imaging of macular neovascularizations (MNV) in neovascular age-related macular degeneration (nAMD). PATIENTS AND METHODS: SD-OCTA (RTVue Avanti) and SS-OCTA (PLEX® Elite 9000) were performed in 37 patients with MNV in nAMD. The MNV was delineated and the data were processed via ImageJ. The parameters MNV area, nodes per area, fractal dimension (FD), and flow density were analyzed using MatLab. RESULTS: There was close agreement between the two devices regarding MNV area (ICCc 0.977, ICCa 0.977, R2 0.977), but only slight agreement regarding nodes per area (ICCa 0.008, ICCc 0.548, R2 0.51), FD (ICCa 0.425, ICCc 0.846, R2 0.96), and flow density (ICCa 0.451, ICCc 0.656, R2 0.65). The difference between the two devices was insignificant for MNV area (type 1: p=0.328; type 2: p=0.426; type 3: p=0.615), but significant for nodes per area (type 1: p=0.002; type 2: p=0.00001; type 3: p=0.003), FD (type 1: p<0.00001; type 2: p<0.00001; type 3: p=0.015) and flow density (type 1: p=0.0004; type 2: p=0.004; type 3: p=0.052). CONCLUSION: MNV area is closely comparable between devices using SS-OCTA and SD-OCTA imaging. However, the two methods differ significantly in their precise assessment of the vascular morphology (FD, flow density, nodes per area). Therefore, results obtained using different devices are not comparable and should not be amalgamated in clinical trials.

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