Background: Age is a leading contributor to the liver fibrosis rate and a gradual deterioration of optical function, but this association in older populations is still under-explored. The present study aimed to explore the link between vascular and neural retinal characteristics and the risk of liver fibrosis in 731 older adults from the population-based Salus in Apulia study.Methods: Retinal features were obtained using optical coherence tomography (OCT) and OCT-angiography (OCT-A). Liver fibrosis risk was taken as the fibrosis-4 (FIB-4) score. Generalized linear models (logistic regression) were used to estimate the association effect between each unit increase of OCT and OCT-A parameters as independent variables and a FIB-4 ≥ 2.67 score as an outcome. Generalized additive models were used to assess the non-linear association between OCT-A features and the linear FIB-4 score.Results: Increased gangliar cell complex (GCC) thickness was inversely associated with a FIB-4 score above the cut-off in both the raw model (OR: 0.98; 95% CI: 0.96–0.99; SE: 0.01) and after adjustment for age, sex, education, hypertension, diabetes, total cholesterol, and triglycerides (OR: 0.98; 95% CI: 0.97–0.99; SE: 0.01).Conclusion: Our findings add to the growing volume of scientific literature demonstrating that liver fibrosis is associated with retinal neurodegeneration. This study raises a number of new questions, including whether OCT-A may be used to track the progression of metabolic abnormalities and define exact thresholds for predicting and classifying liver disease.
Cataract or refractive lens surgery, along with the implantation of multifocal intraocular lenses (MF-IOL), enables a complete range of functional far, near and intermediate vision. Refractive, diffractive and extended depth of focus (EDoF) or combination of these principles represent the technology used to obtain this multifocality. Aberrometry makes it possible to study the aberrations induced by MF-IOLs. Among the different optical principles available to measure ocular aberrations, pyramidal wavefront-based sensor (PWS) aberrometry shows the highest resolution with MF-IOLs. Retinal image quality measured by a PWS aberrometer differed significantly according to the technology of the implanted lens. Monofocal and diffractive lenses showed the highest values of far-distance retinal image quality, followed by refractive and EDoF lenses; however, retinal image quality analysed in diffractive lenses appears to be more dependent on residual refractive error. Considering this limitation, PWS-aberrometry could be used to compare diffractive lenses. Nevertheless, further studies are needed to provide additional information about the clinical retinal image quality of MF-IOLs and to help surgeons in the important preoperative selection of IOLs.
Objectives: To evaluate the effects of subthreshold micropulse laser treatment (SMLT) on choroidal architecture in chronic central serous chorioretinopathy (CSC) and their correlations with functional outcomes. Methods: This retrospective study included 48 eyes with chronic CSC that were treated with 577 nm SMLT. The choroidal thickness (CT); Sattler’s layer and choriocapillaris complex thickness (SLCCT); Haller’s layer thickness (HLT); subretinal fluid (SRF); and best-corrected visual acuity (BCVA) were assessed at baseline and at 2 months post treatment. Results: At 2 months, the SLCCT increased from 185.92 ± 80.89 μm to 214.17 ± 83.36 μm (p = 0.023), and the total CT increased from 444.46 ± 80.43 μm to 484.33 ± 93.19 μm (p = 0.002). The SRF height decreased from 140.38 ± 95.89 μm to 57.58 ± 63.54 μm (p < 0.001), with complete resolution in 79.2% of cases. The BCVA improved from 0.41 ± 0.48 to 0.22 ± 0.30 logMAR (p < 0.001). Changes in the SLCCT correlated negatively with BCVA changes (r = −0.48, p = 0.025) and positively with total CT changes (r = 0.687, p < 0.001). Conclusions: SMLT induces significant choroidal remodeling in chronic CSC, particularly affecting the Sattler–Bruch layer complex. The increase in the SLCCT correlates with visual improvement, challenging the conventional understanding of choroidal thinning in CSC treatment.
The present study was conducted to investigate the potential of radiomics to develop an explainable AI-based system to be applied to ultra-widefield fundus retinographies (UWF-FRTs) with the objective of predicting the presence of the early signs of Age-related Macular Degeneration (AMD) and stratifying subjects with low- versus high-risk of AMD. The ultimate aim was to provide clinicians with an automatic classifier and a signature of objective quantitative image biomarkers of AMD. The use of Machine Learning (ML) and radiomics was based on intensity and texture analysis in the macular region, detected by a Deep Learning (DL)-based macular detector. Two-hundred and twenty six UWF-FRTs were retrospectively collected from two centres and manually annotated to train and test the algorithms. Notably, the combination of the ML-based radiomics model and the DL-based macular detector reported 93% sensitivity and 74% specificity when applied to the data of the centre used for external testing, capturing explainable features associated with drusen or pigmentary abnormalities. In comparison to the human operator’s annotations, the system yielded a 0.79 Cohen κ, demonstrating substantial concordance. To our knowledge, these results are the first provided by a radiomic approach for AMD supporting the suitability of an explainable feature extraction method combined with ML for UWF-FRT.
23 September 2022 in Frontiers in Aging Neuroscience
Objective: To explore the linear association between inner retinal layers thickness and macular capillary density compared to variations of global cognition evaluated by psychometric measures in a cohort of Mediterranean subjects aged 65+ years.Materials and methods: We performed a cross-sectional analysis of 574 participants aged 65 years+ drawn from a population-based Southern Italian study. All subjects underwent neurological evaluations, including global cognitive screening, the Mini-Mental State Examination (MMSE) and frontal assessment battery (FAB), together with an ophthalmic examination including optical coherence tomography (OCT) and OCT-Angiography. We assessed the average thickness of the ganglion cell complex (GCC) and the retinal nerve fiber layer (RNFL), the foveal avascular zone area, and vascular density (VD) of superficial (SVD) and deep (DVD) capillary plexi at the foveal and parafoveal area. Linear regression was applied to assess associations of ocular measurements with MMSE and FAB scores.Results: In the linear regression model, foveal DVD (beta = 0.01, 95% CI:0.004–0.052), whole DVD (beta = 0.04, 95% CI:0.02–0.08), and whole SVD (beta = 0.04, 95% CI:0.02–0.07) showed a positive association with MMSE. In addition, foveal SVD (beta = 0.01, 95% CI:0.003–0.05) and whole SVD (beta = 0.03, 95% CI:0.004–0.08) were positively associated with the FAB score. We found no further significant association between the MMSE score or the FAB score and the average thickness of the GCC and RNFL, and FAZ area.Conclusion: A direct linear association between the VD of the macular capillary plexi with global and frontal cognitive functions was observed in elderly subjects.
7 August 2024 in European Journal of Ophthalmology
Purpose: To evaluate the effectiveness and safety of the XEN-Stent for managing unresponsive to medical therapy secondary glaucoma after silicone oil (SO) removal. Methods: This retrospective chart reviewed 12 patients who underwent vitrectomy and SO endotamponade. They experienced intraocular pressure (IOP) elevation after SO removal despite taking the maximum tolerated glaucoma medication. Eleven eyes underwent an XEN-implant, while 1 underwent an XEN-implant with phacoemulsification/IOL implantation. The primary outcome was to achieve success criteria: IOP 20% IOP reduction without medication (complete success) or with medication (qualified success) and without a secondary IOP-lowering procedure. IOP, best-corrected visual acuity (BCVA), and the number of glaucoma medications (Glaucoma Medication Score-GMS) were recorded at baseline, 1 day, 1 week, 1 (M1), 3 (M3), 6 (M6), and 12 (M12) months postoperatively. Results: Baseline characteristics included males percentage 66.6%, mean age of 61.8 ± 5.7 years, BCVA 0.69 ± 0.3 logMAR, IOP 30 ± 4.2 mmHg, and GMS 3.1 ± 0.5. There was a significant reduction in IOP by 14 ± 1.9 mmHg and GMS by 0.27 ± 0.6 at M12 compared to baseline (p < 0.01), but no significant change in BCVA (p = 0.21). Complete success dropped to 50% (M3), rising to 75% (M6, M12) after needling. Two patients achieved qualified success at M12. Needling was performed in 6 eyes, with 3 requiring a second procedure. Ex-PRESS was required in 1 eye. One eye experienced hypotony and hyphema, which resolved within a week. Conclusion: XEN implant may be an initial treatment for persistent post SO removal glaucoma with minimal complications. Needling procedures can help maintain or restore surgical success.