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2.
Sci Rep ; 14(1): 15454, 2024 07 04.
Article in English | MEDLINE | ID: mdl-38965328

ABSTRACT

Aim of the present study is to evaluate the relationship between genetic and phenotypic data in a series of patients affected by grade I and II of foveal hypoplasia with stable fixation and good visual acuity using multimodal imaging techniques. All patients underwent complete clinical and instrumental assessment including structural Optical Coherence Tomography (OCT), OCT Angiography and Adaptive Optics (AO) imaging. Central macular thickness (CMT), inner nuclear layer (INL), vessel density in superficial capillary plexus were the main variables evaluated with OCT technology. Cone density, cone spacing, cone regularity, cone dispersion and angular density were the parameters evaluated with AO. Genetic evaluation and trio exome sequencing were performed in all affected individuals. Eight patients (3 males and 5 females) with a mean age of 12.62 years (range 8-18) were enrolled. The mean best corrected visual acuity (BCVA) was 0.18 ± 0.13 logMAR, mean CMT was 291.9 ± 16.6 µm and INL was 26.2 ± 4.6 µm. The absence of a foveal avascular zone (FAZ) was documented by examination of OCT-A in seven patients in the superficial capillary plexus. However, there was a partial FAZ in the deep plexus in patients P5 and P8. Of note, all the patients presented with major retinal vessels clearly crossing the foveal center. All individuals exhibited a grade I or II of foveal hypoplasia. In 5 patients molecular analyses showed an extremely mild form of albinism caused by compound heterozygosity of a TYR pathogenic variant and the hypomorphic p.[Ser192Tyr;Arg402Gln] haplotype. One patient had Waardenburg syndrome type 2A caused by a de novo variant in MITF. Two patients had inconclusive molecular analyses. All the patients displayed abnormalities on OCT-A. Photoreceptor count did not differ from normal subjects according to the current literature, but qualitative analysis of AO imaging showed distinctive features likely related to an abnormal pigment distribution in this subset of individuals. In patients with foveal hypoplasia, genetic and multimodal imaging data, including AO findings, can help understand the physiopathology of the foveal hypoplasia phenotype. This study confirms that cone density and visual function can both be preserved despite the absence of a pit.


Subject(s)
Fovea Centralis , Multimodal Imaging , Phenotype , Tomography, Optical Coherence , Visual Acuity , Humans , Male , Child , Female , Adolescent , Tomography, Optical Coherence/methods , Fovea Centralis/abnormalities , Fovea Centralis/pathology , Fovea Centralis/diagnostic imaging , Multimodal Imaging/methods , Fluorescein Angiography/methods , Albinism/genetics
3.
PLoS One ; 19(7): e0306735, 2024.
Article in English | MEDLINE | ID: mdl-38968254

ABSTRACT

PURPOSE: To investigate the preoperative choriocapillaris perfusion (CCP) as a biomarker in patients with idiopathic epiretinal membrane (iERM). MATERIALS AND METHODS: 28 patients (28 eyes) with unilateral iERM who received pars plana vitrectomy (PPV) with internal limiting membrane (ILM) peeling were included for retrospective observational study. Optical coherence tomography (OCT) and angiography (OCTA) was performed before and after PPV. Area, perimeter, and circularity of superficial foveal avascular zone (FAZ) were analyzed preoperatively in both eyes using OCTA. Preoperative CCP was also analyzed with binarized en-face OCTA images. Measurements of best-corrected visual acuity (BCVA) and central foveal thickness (CFT) by OCT were conducted at the baseline and 6 months following the surgery. The correlations of preoperative OCT parameters with postoperative BCVA and CFT reduction were analyzed. RESULTS: CCP was significantly lower (p < 0.001) and FAZ had shrunk (p < 0.001) in eyes with iERM compared to unaffected fellow eyes before surgery. BCVA and CFT became significantly improved after surgery (p = 0.001, p < 0.001). Multiple regression analysis revealed that preoperative CCP was significantly related with BCVA improvement (ß = 0.185, p = 0.005), postoperative BCVA (ß = 0.108, p = 0.023) and ratio of post- to preoperative CFT (ß = 0.106, p = 0.044). CONCLUSIONS: Preoperative CCP is a biomarker for poor functional and anatomical prognosis after surgery in iERM.


Subject(s)
Biomarkers , Choroid , Epiretinal Membrane , Tomography, Optical Coherence , Vitrectomy , Humans , Epiretinal Membrane/surgery , Epiretinal Membrane/diagnostic imaging , Epiretinal Membrane/pathology , Male , Female , Choroid/blood supply , Choroid/diagnostic imaging , Choroid/pathology , Aged , Tomography, Optical Coherence/methods , Middle Aged , Retrospective Studies , Visual Acuity , Fovea Centralis/blood supply , Fovea Centralis/diagnostic imaging , Fovea Centralis/pathology , Fluorescein Angiography/methods
4.
Invest Ophthalmol Vis Sci ; 65(8): 13, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38975944

ABSTRACT

Purpose: This study aims at linking subtle changes of fixational eye movements (FEM) in controls and in patients with foveal drusen using adaptive optics retinal imaging in order to find anatomo-functional markers for pre-symptomatic age-related macular degeneration (AMD). Methods: We recruited 7 young controls, 4 older controls, and 16 patients with presymptomatic AMD with foveal drusen from the Silversight Cohort. A high-speed research-grade adaptive optics flood illumination ophthalmoscope (AO-FIO) was used for monocular retinal tracking of fixational eye movements. The system allows for sub-arcminute resolution, and high-speed and distortion-free imaging of the foveal area. Foveal drusen position and size were documented using gaze-dependent imaging on a clinical-grade AO-FIO. Results: FEM were measured with high precision (RMS-S2S = 0.0015 degrees on human eyes) and small foveal drusen (median diameter = 60 µm) were detected with high contrast imaging. Microsaccade amplitude, drift diffusion coefficient, and ISOline area (ISOA) were significantly larger for patients with foveal drusen compared with controls. Among the drusen participants, microsaccade amplitude was correlated to drusen eccentricity from the center of the fovea. Conclusions: A novel high-speed high-precision retinal tracking technique allowed for the characterization of FEM at the microscopic level. Foveal drusen altered fixation stability, resulting in compensatory FEM changes. Particularly, drusen at the foveolar level seemed to have a stronger impact on microsaccade amplitudes and ISOA. The unexpected anatomo-functional link between small foveal drusen and fixation stability opens up a new perspective of detecting oculomotor signatures of eye diseases at the presymptomatic stage.


Subject(s)
Fixation, Ocular , Fovea Centralis , Macular Degeneration , Retinal Drusen , Humans , Female , Retinal Drusen/physiopathology , Retinal Drusen/diagnosis , Male , Fixation, Ocular/physiology , Fovea Centralis/diagnostic imaging , Fovea Centralis/physiopathology , Fovea Centralis/pathology , Aged , Middle Aged , Macular Degeneration/physiopathology , Macular Degeneration/diagnosis , Adult , Tomography, Optical Coherence/methods , Ophthalmoscopy/methods , Visual Acuity/physiology , Saccades/physiology , Prodromal Symptoms
5.
Invest Ophthalmol Vis Sci ; 65(8): 40, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-39042400

ABSTRACT

Purpose: In aging and early-intermediate age-related macular degeneration (AMD), rod-mediated dark adaptation (RMDA) slows more at 5° superior than at 12°. Using optical coherence tomography angiography (OCTA), we asked whether choriocapillaris flow deficits are related to distance from the fovea. Methods: Persons ≥60 years stratified for AMD via the Age-Related Eye Disease Study's nine-step system underwent RMDA testing. Two adjacent 4.4° × 4.4° choriocapillaris OCTA slabs were centered on the fovea and 12° superior. Flow signal deficits (FD%) in concentric arcs (outer radii in mm, 0.5, 1.5, 2.2, 4.0, and 5.0 superior) were correlated with rod intercept time (RIT) and best-corrected visual acuity (BCVA). Results: In 366 eyes (170 normal, 111 early AMD, 85 intermediate AMD), FD% was significantly worse with greater AMD severity in all regions (overall P < 0.05) and poorest under the fovea (P < 0.0001). In pairwise comparisons, FD% worsened with greater AMD severity (P < 0.05) at distances <2.2 mm. At greater distances, eyes with intermediate, but not early AMD differed from normal eyes. Foveal FD% was more strongly associated with longer RIT at 5° (r = 0.52) than RIT at 12° (r = 0.39) and BCVA (r = 0.21; all P < 0.0001). Choroidal thickness was weakly associated with longer RIT at 5° and 12° (r = 0.10-0.20, P < 0.05) and not associated with AMD severity. Conclusions: Reduced transport across the choriocapillaris-Bruch's membrane-retinal pigment epithelium complex, which contributes to drusen formation under the macula lutea (and fovea), may also reduce retinoid resupply to rods encircling the high-risk area. FD% has potential as a functionally validated imaging biomarker for AMD emergence.


Subject(s)
Aging , Choroid , Dark Adaptation , Fluorescein Angiography , Fovea Centralis , Macular Degeneration , Tomography, Optical Coherence , Visual Acuity , Humans , Choroid/blood supply , Choroid/diagnostic imaging , Tomography, Optical Coherence/methods , Male , Aged , Female , Visual Acuity/physiology , Fovea Centralis/diagnostic imaging , Fovea Centralis/pathology , Fovea Centralis/blood supply , Fovea Centralis/physiopathology , Aging/physiology , Middle Aged , Macular Degeneration/physiopathology , Fluorescein Angiography/methods , Aged, 80 and over , Dark Adaptation/physiology
6.
Invest Ophthalmol Vis Sci ; 65(6): 23, 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38874964

ABSTRACT

Purpose: To explore differences in the relationship between gestational age (GA) and birth weight (BW) percentile and ocular geometry between males and females. Methods: The Gutenberg Prematurity Eye Study involved a prospective ophthalmic examination of adults, aged 18 to 52 years, who were born preterm or at term, in Germany. The associations between GA and BW percentile on the main outcome measures were evaluated by uni- and multivariable linear regression analyses. The main outcome measures were central corneal thickness, corneal radius, anterior chamber depth, lens thickness, posterior segment length, and central foveal thickness. Potential sex-specific differences and an effect modification by sex were analyzed. Results: This study involved 438 participants (245 females, 193 males) with an average age of 28.6 ± 8.7 years. In female participants, central foveal thickness was negatively associated with a higher GA (B = -2.99; P < 0.001). Similarly, male participants also demonstrated a negative association between central foveal thickness and GA (B = -4.27; P < 0.001). The multivariable model with effect modification revealed that the central foveal thickness was thicker with lower GA. There was an association between the effect modification of GA with sex and central foveal thickness, demonstrating a more pronounced effect of GA on central foveal thickness in male participants (B = 1.29; P = 0.04). Conclusions: This study identified a sex-specific correlation between lower GA and thicker central foveal thickness, suggesting differences in the developmental trajectory of this biometric parameter concerning GA. A thicker central foveal thickness might affect the visual acuity of individuals born preterm in adulthood, with a more pronounced impact in males and a potential predisposition to age-related diseases later in life. Sex did not influence the association of GA or BW percentile to other ocular geometric parameters.


Subject(s)
Birth Weight , Gestational Age , Humans , Male , Female , Prospective Studies , Adult , Young Adult , Adolescent , Middle Aged , Birth Weight/physiology , Sex Factors , Infant, Newborn , Fovea Centralis/diagnostic imaging , Cornea/anatomy & histology , Cornea/diagnostic imaging , Tomography, Optical Coherence/methods , Anterior Chamber/diagnostic imaging , Anterior Chamber/anatomy & histology , Infant, Premature , Lens, Crystalline/diagnostic imaging , Lens, Crystalline/anatomy & histology , Germany , Visual Acuity/physiology , Posterior Eye Segment/diagnostic imaging , Posterior Eye Segment/anatomy & histology , Posterior Eye Segment/pathology
7.
Int Ophthalmol ; 44(1): 281, 2024 Jun 26.
Article in English | MEDLINE | ID: mdl-38922460

ABSTRACT

PURPOSE: The aim of this study is to analyse whether optical coherence tomography angiography (angio-OCT, OCTA) measurements can be a useful tool to differentiate central nervous system (CNS) involvement in rheumatic disorders (RD) from multiple sclerosis (MS). METHODS: A total of 85 patients- 41 with MS, 21 with RD with CNS involvement and 23 healthy controls were included in the study. All individuals underwent OCTA and the following parameters were measured in each eye separately: average foveal and parafoveal vessel density (VD), average foveal and parafoveal vessel length (VL) of the superficial capillary plexus (SCP) and deep capillary plexus (DCP), as well as area, perimeter, and circularity of the foveal avascular zone. RESULTS: OCTA showed a VD reduction in the foveal region of the SCP in eyes of RD patients when compared to MS patients (21.96 ± 3.39 vs.23.88 ± 3.05 (p = 0.003)). There have been no significant differences in any of the assessed parameters that is average VD and total average VL in the foveal area of the SCP as well as of the DCP in the general population comprising healthy controls, MS and RD groups (p > 0.05 for all). CONCLUSIONS: Our results suggest that an OCTA finding of decreased VD in the foveal region of the SCP may be considered as a potentially useful biomarker of RD in comparison with MS patients.


Subject(s)
Fluorescein Angiography , Multiple Sclerosis , Retinal Vessels , Rheumatic Diseases , Tomography, Optical Coherence , Humans , Tomography, Optical Coherence/methods , Male , Female , Multiple Sclerosis/diagnosis , Adult , Diagnosis, Differential , Fluorescein Angiography/methods , Middle Aged , Retinal Vessels/diagnostic imaging , Retinal Vessels/pathology , Rheumatic Diseases/diagnosis , Fundus Oculi , Fovea Centralis/blood supply , Fovea Centralis/diagnostic imaging
8.
Transl Vis Sci Technol ; 13(6): 18, 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38913007

ABSTRACT

Purpose: To assess longitudinal reproducibility of metrics of foveal density (peak cone density [PCD], cone density centroid [CDC], and 80th percentile centroid area) in participants with normal vision. Methods: Participants (n = 19; five male and 14 female) were imaged at two time points (average interval of 3.2 years) using an adaptive optics scanning light ophthalmoscope (AOSLO). Foveally centered regions of interest (ROIs) were extracted from AOSLO montages. Cone coordinate matrices were semiautomatically derived for each ROI, and cone mosaic metrics were calculated. Results: On average, there were no significant changes in cone mosaic metrics between visits. The average ± SD PCD was 187,000 ± 20,000 cones/mm2 and 189,000 ± 21,700 cones/mm2 for visits 1 and 2, respectively (P = 0.52). The average ± SD density at the CDC was 183,000 ± 19,000 cones/mm2 and 184,000 ± 20,800 cones/mm2 for visits 1 and 2, respectively (P = 0.78). The average ± SD 80th percentile isodensity contour area was 15,400 ± 1800 µm2 and 15,600 ± 1910 µm2 for visits 1 and 2, respectively (P = 0.57). Conclusions: Foveal cone mosaic density metrics were highly reproducible in the cohort examined here, although further study is required in more diverse populations. Translational Relevance: Determination of the normative longitudinal changes in foveal cone topography is key for evaluating longitudinal measures of foveal cone topography in patients with progressive retinal dystrophies.


Subject(s)
Fovea Centralis , Retinal Cone Photoreceptor Cells , Humans , Male , Fovea Centralis/diagnostic imaging , Female , Adult , Reproducibility of Results , Middle Aged , Cell Count , Young Adult , Ophthalmoscopy/methods , Tomography, Optical Coherence/methods , Visual Acuity/physiology
9.
Invest Ophthalmol Vis Sci ; 65(6): 6, 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38833259

ABSTRACT

Purpose: To develop Choroidalyzer, an open-source, end-to-end pipeline for segmenting the choroid region, vessels, and fovea, and deriving choroidal thickness, area, and vascular index. Methods: We used 5600 OCT B-scans (233 subjects, six systemic disease cohorts, three device types, two manufacturers). To generate region and vessel ground-truths, we used state-of-the-art automatic methods following manual correction of inaccurate segmentations, with foveal positions manually annotated. We trained a U-Net deep learning model to detect the region, vessels, and fovea to calculate choroid thickness, area, and vascular index in a fovea-centered region of interest. We analyzed segmentation agreement (AUC, Dice) and choroid metrics agreement (Pearson, Spearman, mean absolute error [MAE]) in internal and external test sets. We compared Choroidalyzer to two manual graders on a small subset of external test images and examined cases of high error. Results: Choroidalyzer took 0.299 seconds per image on a standard laptop and achieved excellent region (Dice: internal 0.9789, external 0.9749), very good vessel segmentation performance (Dice: internal 0.8817, external 0.8703), and excellent fovea location prediction (MAE: internal 3.9 pixels, external 3.4 pixels). For thickness, area, and vascular index, Pearson correlations were 0.9754, 0.9815, and 0.8285 (internal)/0.9831, 0.9779, 0.7948 (external), respectively (all P < 0.0001). Choroidalyzer's agreement with graders was comparable to the intergrader agreement across all metrics. Conclusions: Choroidalyzer is an open-source, end-to-end pipeline that accurately segments the choroid and reliably extracts thickness, area, and vascular index. Especially choroidal vessel segmentation is a difficult and subjective task, and fully automatic methods like Choroidalyzer could provide objectivity and standardization.


Subject(s)
Choroid , Tomography, Optical Coherence , Humans , Choroid/blood supply , Choroid/diagnostic imaging , Tomography, Optical Coherence/methods , Male , Female , Middle Aged , Aged , Deep Learning , Retinal Vessels/diagnostic imaging , Fovea Centralis/diagnostic imaging , Fovea Centralis/blood supply , Adult , Reproducibility of Results
10.
Invest Ophthalmol Vis Sci ; 65(6): 11, 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38842830

ABSTRACT

Purpose: To evaluate microvascular intereye differences in diabetic patients with same-stage diabetic retinopathy (DR) in both eyes as assessed using optical coherence tomography angiography (OCTA). Methods: In this cross-sectional study, fovea-centered swept-source 6 × 6 mm OCTA scans were acquired using a 200 kHz OCTA device. Vessel density (VD) and fractal dimension were calculated on binarized, vessel-segmented images in the superficial capillary plexus (SCP) and deep capillary plexus (DCP). Foveal avascular zone (FAZ) area (FAZA) and perimeter (FAZP) was measured and FAZ circularity (FAZC) calculated. Absolute difference (δabs) and asymmetry index between eyes was assessed and compared across DR stages. Differences of VD, FD, and FAZ parameters between left and right eye were evaluated using linear mixed models. Results: A total of 336 eyes of 168 diabetic patients without DR and with DR stages ranging from mild nonproliferative to proliferative DR were included for analysis. The intereye comparison revealed significantly lower VD in the SCP (estimate [95% CI] = -0.009 [-0.01; -0.006], P < 0.01), as well as a significantly lower FD in the SCP (-0.007 [-0.009; -0.005], P < 0.01) of the left compared to the right eye. FAZC of the left compared to the right eye was lower in eyes without DR, moderate DR, and PDR (P < 0.05). FAZ δabs and asymmetry index were higher in more advanced disease stages (P < 0.05). Conclusions: OCTA metrics provide important information on the retinal microvasculature in systemic diseases such as DR. Our results reveal a significant intereye difference with lower VD and FD in the SCP as well as higher FAZ impairment of the left compared to the right eye.


Subject(s)
Diabetic Retinopathy , Fluorescein Angiography , Retinal Vessels , Tomography, Optical Coherence , Humans , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/physiopathology , Diabetic Retinopathy/diagnostic imaging , Cross-Sectional Studies , Tomography, Optical Coherence/methods , Male , Female , Middle Aged , Retinal Vessels/diagnostic imaging , Retinal Vessels/pathology , Fluorescein Angiography/methods , Aged , Microvascular Density , Fovea Centralis/blood supply , Fovea Centralis/diagnostic imaging , Fovea Centralis/pathology , Adult , Fundus Oculi , Capillaries/pathology , Capillaries/diagnostic imaging , Microvessels/pathology , Microvessels/diagnostic imaging , Visual Acuity/physiology
11.
Optom Vis Sci ; 101(5): 276-283, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38857040

ABSTRACT

SIGNIFICANCE: An understanding of factors that affect the foveal avascular zone (FAZ) in healthy eyes may aid in the early identification of patients at risk of retinal pathology, thereby allowing better management and preventive measures to be implemented. PURPOSE: The size and shape of the FAZ can change due to retinal diseases associated with oxidative stress, including diabetic retinopathy, glaucoma, and macular degeneration. This study aimed to assess the relationship, if any, between factors that may affect the superficial FAZ (i.e., vessel density, vessel perfusion, overweight/obesity) and possible links with macular pigment optical density in young, healthy participants. METHODS: One hundred thirty-nine participants aged 18 to 35 years were recruited to this cross-sectional study. The superficial FAZ area, foveal vascularity, and central macular thickness (CMT) were assessed using the Cirrus 5000. Health parameters, body mass index, trunk fat %, and macular pigment were analyzed to determine possible associations with the superficial FAZ. RESULTS: Mean FAZ area was 0.23 ± 0.08 mm2. Females had a significantly larger mean FAZ area than males (p=0.002). The FAZ area was positively correlated with body mass index (Pearson's r = 0.189, p=0.026). Significant correlates of the FAZ area in the multivariate model included vessel perfusion (central), CMT, and trunk fat %, collectively explaining 65.1% of the overall variability. CONCLUSIONS: Study findings suggest that reduced vessel perfusion, thinner CMT, and higher trunk fat % are plausible predictors of a larger FAZ area in healthy Caucasian adults. Low macular pigment optical density was, however, not associated with increased FAZ size in young healthy eyes. Noninvasive optical coherence tomography angiography testing, in association with these predictors, may aid in the early detection and monitoring of retinal diseases associated with oxidative stress.


Subject(s)
Fluorescein Angiography , Fovea Centralis , Retinal Vessels , Tomography, Optical Coherence , Humans , Tomography, Optical Coherence/methods , Female , Male , Adult , Cross-Sectional Studies , Fovea Centralis/blood supply , Fovea Centralis/diagnostic imaging , Young Adult , Adolescent , Fluorescein Angiography/methods , Retinal Vessels/diagnostic imaging , Fundus Oculi , Healthy Volunteers , Body Mass Index
12.
J Affect Disord ; 361: 409-414, 2024 Sep 15.
Article in English | MEDLINE | ID: mdl-38889857

ABSTRACT

BACKGROUND: Cerebral microvascular dysfunction is a promising area for research into the pathogenesis of major depressive disorder (MDD) and bipolar disorder (BD). Despite the scientific and clinical potential of studying microvascular dysfunction, progress in this area has long been hampered by the lack of methods to study microvessels intravitally. AIMS: The aim of the present study was to search for potential optical coherence tomography (OCT) and OCT-angiography (OCTA) biomarkers of BD and MDD. METHODS: One hundred and five consecutive patients with a current depressive episode were enrolled in the study (39 - BD and 66 - MDD). In addition, forty-one generally healthy subjects were enrolled as a control group. Only the right eye was examined in all subjects. Structural OCT and OCTA scans with signal strength ≥7 were included. RESULTS: Structural OCT measurements showed no significant differences between the groups. OCTA measurements of foveal avascular zone (FAZ), area and skeleton density showed a decrease in the retinal capillary bed in BD patients, whereas OCTA values in MDD patients did not differ from the control group. Several significant differences were found between the BD and control groups. In the BD group, the FAZ of the deep capillary plexus was increased, reflecting a reduction in capillary perfusion in the central subfield of this plexus. CONCLUSIONS: OCTA measurements of FAZ, area and skeleton density showed a decrease in the retinal capillary bed in BD patients, whereas OCTA values in MDD patients did not differ from the control group.


Subject(s)
Bipolar Disorder , Depressive Disorder, Major , Tomography, Optical Coherence , Humans , Depressive Disorder, Major/diagnostic imaging , Bipolar Disorder/diagnostic imaging , Bipolar Disorder/physiopathology , Female , Male , Adult , Middle Aged , Retinal Vessels/diagnostic imaging , Retinal Vessels/pathology , Fovea Centralis/diagnostic imaging , Fovea Centralis/blood supply
13.
Comput Biol Med ; 177: 108613, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38781644

ABSTRACT

Deep learning-based image segmentation and detection models have largely improved the efficiency of analyzing retinal landmarks such as optic disc (OD), optic cup (OC), and fovea. However, factors including ophthalmic disease-related lesions and low image quality issues may severely complicate automatic OD/OC segmentation and fovea detection. Most existing works treat the identification of each landmark as a single task, and take into account no prior information. To address these issues, we propose a prior guided multi-task transformer framework for joint OD/OC segmentation and fovea detection, named JOINEDTrans. JOINEDTrans effectively combines various spatial features of the fundus images, relieving the structural distortions induced by lesions and other imaging issues. It contains a segmentation branch and a detection branch. To be noted, we employ an encoder with prior-learning in a vessel segmentation task to effectively exploit the positional relationship among vessel, OD/OC, and fovea, successfully incorporating spatial prior into the proposed JOINEDTrans framework. There are a coarse stage and a fine stage in JOINEDTrans. In the coarse stage, OD/OC coarse segmentation and fovea heatmap localization are obtained through a joint segmentation and detection module. In the fine stage, we crop regions of interest for subsequent refinement and use predictions obtained in the coarse stage to provide additional information for better performance and faster convergence. Experimental results demonstrate that JOINEDTrans outperforms existing state-of-the-art methods on the publicly available GAMMA, REFUGE, and PALM fundus image datasets. We make our code available at https://github.com/HuaqingHe/JOINEDTrans.


Subject(s)
Deep Learning , Fovea Centralis , Optic Disk , Humans , Optic Disk/diagnostic imaging , Fovea Centralis/diagnostic imaging , Image Interpretation, Computer-Assisted/methods , Algorithms
14.
Invest Ophthalmol Vis Sci ; 65(5): 25, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38758640

ABSTRACT

Purpose: To quantitatively characterize retinal changes across different quantiles of refractive error in 34,414 normal eyes of 23,064 healthy adults in the UK Biobank. Methods: Twelve optic disc (OD), foveal and vascular parameters were derived from color fundus photographs, correcting for ocular magnification as appropriate. Quantile regression was used to test the independent associations between these parameters and spherical equivalent refraction (SER) across 34 refractive quantiles (high hyperopia to high myopia)-controlling for age, sex and corneal radius. Results: More negative SER was nonlinearly associated with greater Euclidian (largely horizontal) OD-fovea distance, larger OD, less circular OD, more obliquely orientated OD (superior pole tilted towards the fovea), brighter fovea, lower vascular complexity, less tortuous vessels, more concave (straightened out towards the fovea) papillomacular arterial/venous arcade and wider central retinal arterioles/venules. In myopia, these parameters varied more strongly with SER as myopia increased. For example, while every standard deviation (SD) decrease in vascular complexity was associated with 0.63 D (right eye: 95% confidence interval [CI], 0.58-0.68) to 0.68 D (left eye: 95% CI, 0.63-0.73) higher myopia in the quantile corresponding to -0.60 D, it was associated with 1.61 D (right eye: 95% CI, 1.40-1.82) to 1.70 D (left eye: 95% CI, 1.56-1.84) higher myopia in the most myopic quantile. OD-fovea angle (degree of vertical separation between OD and fovea) was found to vary linearly with SER, but the magnitude was of little practical importance (less than 0.10 D variation per SD change in angle in almost all refractive quantiles) compared with the changes in OD-fovea distance. Conclusions: Several interrelated retinal changes indicative of an increasing (nonconstant) rate of mechanical stretching are evident at the posterior pole as myopia increases. These changes also suggest that the posterior pole stretches predominantly in the temporal horizontal direction.


Subject(s)
Hyperopia , Myopia , Refraction, Ocular , Humans , Male , Hyperopia/physiopathology , Female , Myopia/physiopathology , Refraction, Ocular/physiology , Middle Aged , Adult , Retinal Vessels/physiopathology , Retinal Vessels/diagnostic imaging , Retinal Vessels/pathology , Aged , Optic Disk/blood supply , Fovea Centralis/diagnostic imaging , Fovea Centralis/pathology , Visual Acuity/physiology
15.
Invest Ophthalmol Vis Sci ; 65(5): 10, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38709525

ABSTRACT

Purpose: The purpose of this study was to investigate the incidence of foveal involvement in geographic atrophy (GA) secondary to age-related macular degeneration (AMD), using machine learning to assess the importance of risk factors. Methods: Retrospective, longitudinal cohort study. Patients diagnosed with foveal-sparing GA, having GA size ≥ 0.049 mm² and follow-up ≥ 6 months, were included. Baseline GA area, distance from the fovea, and perilesional patterns were measured using fundus autofluorescence. Optical coherence tomography assessed foveal involvement, structural biomarkers, and outer retinal layers thickness. Onset of foveal involvement was recorded. Foveal survival rates were estimated using Kaplan-Meier curves. Hazard ratios (HRs) were assessed with mixed model Cox regression. Variable Importance (VIMP) was ranked with Random Survival Forests (RSF), with higher scores indicating greater predictive significance. Results: One hundred sixty-seven eyes (115 patients, average age = 75.8 ± 9.47 years) with mean follow-up of 50 ± 29 months, were included in this study. Median foveal survival time was 45 months (95% confidence interval [CI] = 38-55). Incidences of foveal involvement were 26% at 24 months and 67% at 60 months. Risk factors were GA proximity to the fovea (HR = 0.97 per 10-µm increase, 95% CI = 0.96-0.98), worse baseline visual acuity (HR = 1.37 per 0.1 LogMAR increase, 95% CI = 1.21-1.53), and thinner outer nuclear layer (HR = 0.59 per 10-µm increase, 95% CI = 0.46-0.74). RSF analysis confirmed these as main predictors (VIMP = 16.7, P = 0.002; VIMP = 6.2, P = 0.003; and VIMP = 3.4, P = 0.01). Lesser baseline GA area (HR = 1.09 per 1-mm2 increase, 95% CI = 1.01-1.16) and presence of a double layer sign (HR = 0.42, 95% CI = 0.20-0.88) were protective but less influential. Conclusions: This study identifies anatomic and functional factors impacting the risk of foveal involvement in GA. These findings may help identify at-risk patients, enabling tailored preventive strategies.


Subject(s)
Fovea Centralis , Geographic Atrophy , Machine Learning , Tomography, Optical Coherence , Humans , Fovea Centralis/pathology , Fovea Centralis/diagnostic imaging , Male , Female , Geographic Atrophy/diagnosis , Aged , Retrospective Studies , Tomography, Optical Coherence/methods , Risk Factors , Aged, 80 and over , Visual Acuity/physiology , Follow-Up Studies , Fluorescein Angiography/methods , Incidence , Middle Aged , Survival Analysis
16.
Eye (Lond) ; 38(10): 1855-1860, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38589460

ABSTRACT

To investigate changes in foveal avascular zone parameters in individuals with prediabetes compared to normoglycemic controls. PUBMED, Scopus and Cochrane Library were searched for published articles comparing the foveal avascular zone between prediabetic individuals and normoglycemic controls as assessed by optical coherence tomography angiography (OCTA). Standardised Mean Difference (SMD) with 95% confidence interval (CI) was computed for the comparison. A total of seven studies were included in our analysis, 6 provided data for the superficial capillary plexus from 345 eyes of individuals with prediabetes and 347 eyes of controls and 4 provided data on the deep capillary plexus from 285 eyes from individuals with prediabetes and 325 eyes of controls. Foveal avascular zone (FAZ) area in the superficial capillary plexus was enlarged in individuals with prediabetes compared to normoglycemic controls (SMD = 0.23, 95% CI = 0.03-0.44, p = 0.03, I2 = 27%, 6 studies). There was no statistically significant change in the deep capillary plexus FAZ area between the two groups (SMD = 1.14, 95% CI = -0.06-2.34, p = 0.06, I2 = 97%, 4 studies). FAZ area in the superficial capillary plexus was larger in individuals diagnosed with prediabetes compared to normoglycemic controls. This finding suggests that prediabetes could induce retinal microvascular changes before the onset of clinical diabetes. More original studies are needed to validate the results of the current meta-analysis.


Subject(s)
Fluorescein Angiography , Fovea Centralis , Prediabetic State , Retinal Vessels , Tomography, Optical Coherence , Humans , Blood Glucose/metabolism , Capillaries/pathology , Capillaries/diagnostic imaging , Fluorescein Angiography/methods , Fovea Centralis/blood supply , Fovea Centralis/pathology , Fovea Centralis/diagnostic imaging , Prediabetic State/diagnosis , Retinal Vessels/diagnostic imaging , Retinal Vessels/pathology , Tomography, Optical Coherence/methods
17.
Retina ; 44(8): 1431-1440, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-38564800

ABSTRACT

PURPOSE: To examine potential changes in the foveal avascular zone (FAZ) during adulthood due to prematurity and retinopathy of prematurity (ROP), as assessed by measurements of the FAZ area and circularity. METHODS: The Gutenberg Prematurity Eye Study is a retrospective German cohort study with a prospective ophthalmologic examination of adults aged 18 years to 52 years, born either preterm or full-term, using spectral-domain optical coherence tomography angiography. Participants were categorized into groups based on gestational age and postnatal ROP status. The study conducted multivariable linear regression analyses to explore associations with the FAZ. RESULTS: The study cohort comprised 380 right eyes from individuals born both preterm and full-term, with an average age of 28.4 years ± 8.6 years, including 214 women. The FAZ area decreased as gestational age decreased: FAZ was 0.28 mm 2 ± 0.12 mm 2 in the control group, 0.21 ± 0.10 mm 2 at GA 33 weeks to 36 weeks, 0.18 mm 2 ± 0.10 mm 2 at GA 29 weeks to 32 weeks, 0.11 mm 2 ± 0.10 mm 2 at GA ≤28 weeks, 0.11 mm 2 ± 0.10 mm 2 in ROP without treatment, and 0.11 mm 2 ± 0.10 mm 2 in those requiring ROP treatment. In the multivariable analyses, smaller FAZ was independently associated with gestational age ( P < 0.05), increased foveal retinal thickness ( P < 0.05), and foveal hypoplasia ( P < 0.05). Moreover, no association was seen between visual acuity and FAZ. CONCLUSION: The main perinatal factor associated with a smaller FAZ in this German cohort is preterm birth, while ROP, ROP treatment, or other perinatal factors do not affect FAZ observed in adulthood. A smaller FAZ shape in preterm individuals might be an indicator of foveal hypoplasia.


Subject(s)
Fluorescein Angiography , Fovea Centralis , Gestational Age , Retinal Vessels , Retinopathy of Prematurity , Tomography, Optical Coherence , Humans , Female , Retinopathy of Prematurity/diagnosis , Retinopathy of Prematurity/physiopathology , Male , Fovea Centralis/pathology , Fovea Centralis/diagnostic imaging , Retrospective Studies , Adult , Tomography, Optical Coherence/methods , Fluorescein Angiography/methods , Young Adult , Retinal Vessels/diagnostic imaging , Retinal Vessels/pathology , Middle Aged , Adolescent , Infant, Newborn , Visual Acuity/physiology , Prospective Studies , Germany/epidemiology , Infant, Premature
18.
Arch Soc Esp Oftalmol (Engl Ed) ; 99(6): 232-236, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38663716

ABSTRACT

OBJECTIVE: To evaluate the presence of subfoveal hyperreflective dots (SfHD) using optical coherence tomography (OCT) in macular holes (MH) and establish whether there is a relationship with postoperative anatomical and functional outcomes. METHODS: An observational cross-sectional study was conducted at the Dr. Elías Santana Hospital. Sixty-eight eyes of 67 patients with a tomographic diagnosis of full-thickness MH who underwent pars plana vitrectomy (PPV) and internal limiting membrane (ILM) peeling were included. Preoperative and postoperative measurements were obtained using radial macular scans and HD raster scans with Optovue and Cirrus 5000 (Zeiss) OCT machines. The main outcome measures were anatomical closure by OCT and functional outcome through best-corrected visual acuity (BCVA). RESULTS: The anatomical closure rate in our study was 63%. MHs that failed to achieve anatomical closure exhibited a higher number of hyperreflective dots and worse postoperative BCVA. A statistically significant association was found between exposed retinal pigment epithelium (RPE) in microns and the number of SfHD (P = .001). CONCLUSION: SfHD is a common tomographic finding in MH, and the presence of a higher number of these points is associated with poorer anatomical and functional outcomes. This imaging finding is a potential prognostic biomarker in this pathology.


Subject(s)
Retinal Perforations , Tomography, Optical Coherence , Visual Acuity , Vitrectomy , Humans , Retinal Perforations/surgery , Retinal Perforations/diagnostic imaging , Cross-Sectional Studies , Male , Female , Aged , Prognosis , Middle Aged , Fovea Centralis/diagnostic imaging , Fovea Centralis/pathology , Aged, 80 and over , Biomarkers , Retinal Pigment Epithelium/pathology , Retinal Pigment Epithelium/diagnostic imaging
20.
Indian J Ophthalmol ; 72(6): 838-843, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38454842

ABSTRACT

PURPOSE: To analyze FAZ superficial (s) and deep (d) area and dimensions by using spectral-domain optical coherence tomography angiography (OCTA) in healthy eyes and to assess effect of age, gender, axial length (AL), central foveal thickness (CFT), and central choroidal thickness (CCT) on FAZ. We aimed to study FAZ dimensions with OCTA in healthy Indian eyes with the purpose of creating a normative database. SETTINGS AND DESIGN: Observational cross-sectional study. METHODS: In total, 200 healthy eyes in the age group of 20-60 years having best corrected visual acuity better than 6/12 (Snellen's) with no systemic illness/intraocular surgery were included. FAZ parameters were calculated using OCTA, and the same was evaluated for any correlation with different ocular parameters mentioned above. The data were reported as frequencies/percentages and mean ± SD. The association between quantitative variables was evaluated using Pearson's correlation coefficient. RESULTS: The dFAZ area (0.56 ± 0.12 mm 2 ) was larger than the sFAZ area (0.42 ± 0.13 mm 2 ). Females had larger FAZ than males. AL and CFT had a negative correlation, whereas CCT had a positive correlation with FAZ. Age did not influence FAZ. sFAZ and dFAZ varied significantly in healthy eyes. CONCLUSION: FAZ parameters calculated using OCTA in healthy Indian eyes suggested that the area and dimensions in both SCP and DCP are larger in individuals from the Indian subcontinent when compared to other parts of the world. FAZ area and dimensions, when compared to previous studies, were variable. Thus, there is a need to establish normative data for ethnicity for proper interpretation of FAZ using OCTA.


Subject(s)
Fluorescein Angiography , Fovea Centralis , Fundus Oculi , Retinal Vessels , Tomography, Optical Coherence , Visual Acuity , Humans , Tomography, Optical Coherence/methods , Male , Female , Cross-Sectional Studies , Adult , Fovea Centralis/diagnostic imaging , Fovea Centralis/blood supply , Fluorescein Angiography/methods , Middle Aged , India , Young Adult , Retinal Vessels/diagnostic imaging , Visual Acuity/physiology , Healthy Volunteers , Reference Values
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