Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 22.088
Filter
2.
Stem Cell Res Ther ; 15(1): 141, 2024 May 14.
Article in English | MEDLINE | ID: mdl-38745238

ABSTRACT

BACKGROUND: Previous studies have suggested that macrophages are present during lens regeneration in newts, but their role in the process is yet to be elucidated. METHODS: Here we generated a transgenic reporter line using the newt, Pleurodeles waltl, that traces macrophages during lens regeneration. Furthermore, we assessed early changes in gene expression during lens regeneration using two newt species, Notophthalmus viridescens and Pleurodeles waltl. Finally, we used clodronate liposomes to deplete macrophages during lens regeneration in both species and tested the effect of a subsequent secondary injury after macrophage recovery. RESULTS: Macrophage depletion abrogated lens regeneration, induced the formation of scar-like tissue, led to inflammation, decreased iris pigment epithelial cell (iPEC) proliferation, and increased rates of apoptosis in the eye. Some of these phenotypes persisted throughout the last observation period of 100 days and could be attenuated by exogenous FGF2 administration. A distinct transcript profile encoding acute inflammatory effectors was established for the dorsal iris. Reinjury of the newt eye alleviated the effects of macrophage depletion, including the resolution of scar-like tissue, and re-initiated the regeneration process. CONCLUSIONS: Together, our findings highlight the importance of macrophages for facilitating a pro-regenerative environment in the newt eye by regulating fibrotic responses, modulating the overall inflammatory landscape, and maintaining the proper balance of early proliferation and late apoptosis of the iPECs.


Subject(s)
Fibrosis , Lens, Crystalline , Macrophages , Regeneration , Salamandridae , Animals , Macrophages/metabolism , Regeneration/drug effects , Lens, Crystalline/metabolism , Lens, Crystalline/cytology , Lens, Crystalline/injuries , Apoptosis/drug effects , Cell Proliferation/drug effects
3.
BMC Ophthalmol ; 24(1): 206, 2024 May 06.
Article in English | MEDLINE | ID: mdl-38711059

ABSTRACT

PURPOSE: The main objective is to quantify the lens nuclear opacity using spectral-domain optical coherence tomography (SD-OCT) and to evaluate its association with Lens Opacities Classification System III (LOCS-III) system, lens thickness (LT), and surgical parameters. The secondary objective is to assess the diagnostic model performance for hard nuclear cataract. METHODS: This study included 70 eyes of 57 adults with cataract, with 49 (70%) and 21 (30%) in training and validation cohort, respectively. Correlations of the average nuclear density (AND) /maximum nuclear density (MND) with LOCS-III scores, LT, and surgical parameters were analyzed. Univariate and multivariate logistic regression analysis, receiver operating characteristic curves and calibration curves were performed for the diagnostic of hard nuclear cataract. RESULTS: The pre-operative uncorrected distance visual acuity (UDVA), intraocular pressure (IOP), mean axial length (AL), and LT were 1.20 ± 0.47 log MAR, 15.50 ± 2.87 mmHg, 27.34 ± 3.77 mm and 4.32 ± 0.45 mm, respectively. The average nuclear opalescence (NO) and nuclear colour (NC) scores were 3.61 ± 0.94 and 3.50 ± 0.91 (ranging from 1.00 to 6.90), respectively. The average AND and MND were 137.94 ± 17.01 and 230.01 ± 8.91, respectively. NC and NO scores both significantly correlated with the AND (rNC = 0.733, p = 0.000; rNO = 0.755, p = 0.000) and MND (rNC = 0.643, p = 0.000; rNO = 0.634, p = 0.000). In the training cohort, the area under the curve (AUC) of the model was 0.769 (P < 0.001, 95%CI 0.620-0.919), which had a good degree of differentiation (Fig. 2a). The calibration curve showed good agreement between predicted and actual probability. CONCLUSION: The nuclear density measurement on SD-OCT images can serve as an objective and reliable indicator for quantifying nuclear density.


Subject(s)
Cataract , Lens Nucleus, Crystalline , Tomography, Optical Coherence , Visual Acuity , Humans , Female , Male , Tomography, Optical Coherence/methods , Cataract/diagnosis , Aged , Middle Aged , Lens Nucleus, Crystalline/pathology , Lens Nucleus, Crystalline/diagnostic imaging , Visual Acuity/physiology , ROC Curve , Retrospective Studies , Phacoemulsification , Aged, 80 and over , Adult , Lens, Crystalline/diagnostic imaging , Lens, Crystalline/pathology
4.
Int J Nanomedicine ; 19: 4021-4040, 2024.
Article in English | MEDLINE | ID: mdl-38736657

ABSTRACT

Cataract is a leading cause of blindness globally, and its surgical treatment poses a significant burden on global healthcare. Pharmacologic therapies, including antioxidants and protein aggregation reversal agents, have attracted great attention in the treatment of cataracts in recent years. Due to the anatomical and physiological barriers of the eye, the effectiveness of traditional eye drops for delivering drugs topically to the lens is hindered. The advancements in nanomedicine present novel and promising strategies for addressing challenges in drug delivery to the lens, including the development of nanoparticle formulations that can improve drug penetration into the anterior segment and enable sustained release of medications. This review introduces various cutting-edge drug delivery systems for cataract treatment, highlighting their physicochemical properties and surface engineering for optimal design, thus providing impetus for further innovative research and potential clinical applications of anti-cataract drugs.


Subject(s)
Cataract , Drug Delivery Systems , Nanomedicine , Humans , Cataract/drug therapy , Nanomedicine/methods , Drug Delivery Systems/methods , Nanoparticles/chemistry , Animals , Lens, Crystalline/drug effects , Cataract Extraction , Nanoparticle Drug Delivery System/chemistry , Ophthalmic Solutions/chemistry , Ophthalmic Solutions/pharmacokinetics , Ophthalmic Solutions/administration & dosage
5.
Invest Ophthalmol Vis Sci ; 65(4): 42, 2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38683565

ABSTRACT

Purpose: Despite strong evidence demonstrating that normal lens development requires regulation governed by microRNAs (miRNAs), the functional role of specific miRNAs in mammalian lens development remains largely unexplored. Methods: A comprehensive analysis of miRNA transcripts in the newborn mouse lens, exploring both differential expression between lens epithelial cells and lens fiber cells and overall miRNA abundance, was conducted by miRNA sequencing. Mouse lenses lacking each of three abundantly expressed lens miRNAs (miR-184, miR-26, and miR-1) were analyzed to explore the role of these miRNAs in lens development. Results: Mice lacking all three copies of miR-26 (miR-26TKO) developed postnatal cataracts as early as 4 to 6 weeks of age. RNA sequencing analysis of neonatal lenses from miR-26TKO mice exhibited abnormal reduced expression of a cohort of genes found to be lens enriched and linked to cataract (e.g., Foxe3, Hsf4, Mip, Tdrd7, and numerous crystallin genes) and abnormal elevated expression of genes related to neural development (Lhx3, Neurod4, Shisa7, Elavl3), inflammation (Ccr1, Tnfrsf12a, Csf2ra), the complement pathway, and epithelial to mesenchymal transition (Tnfrsf1a, Ccl7, Stat3, Cntfr). Conclusions: miR-1, miR-184, and miR-26 are each dispensable for normal embryonic lens development. However, loss of miR-26 causes lens transcriptome changes and drives cataract formation.


Subject(s)
Cataract , Lens, Crystalline , MicroRNAs , Transcriptome , Animals , MicroRNAs/genetics , Lens, Crystalline/metabolism , Lens, Crystalline/pathology , Cataract/genetics , Cataract/metabolism , Mice , Mice, Knockout , Animals, Newborn , Disease Models, Animal , Mice, Inbred C57BL
6.
BMJ Open Ophthalmol ; 9(1)2024 Apr 29.
Article in English | MEDLINE | ID: mdl-38684375

ABSTRACT

BACKGROUND: Retinal imaging, including fundus autofluorescence (FAF), strongly depends on the clearness of the optical media. Lens status is crucial since the ageing lens has both light-blocking and autofluorescence (AF) properties that distort image analysis. Here, we report both lens opacification and AF metrics and the effect on automated image quality assessment. METHODS: 227 subjects (range: 19-89 years old) received quantitative AF of the lens (LQAF), Scheimpflug, anterior chamber optical coherence tomography as well as blue/green FAF (BAF/GAF), and infrared (IR) imaging. LQAF values, the Pentacam Nucleus Staging score and the relative lens reflectivity were extracted to estimate lens opacification. Mean opinion scores of FAF and IR image quality were compiled by medical readers. A regression model for predicting image quality was developed using a convolutional neural network (CNN). Correlation analysis was conducted to assess the association of lens scores, with retinal image quality derived from human or CNN annotations. RESULTS: Retinal image quality was generally high across all imaging modalities (IR (8.25±1.99) >GAF >BAF (6.6±3.13)). CNN image quality prediction was excellent (average mean absolute error (MAE) 0.9). Predictions were comparable to human grading. Overall, LQAF showed the highest correlation with image quality grading criteria for all imaging modalities (eg, Pearson correlation±CI -0.35 (-0.50 to 0.18) for BAF/LQAF). BAF image quality was most vulnerable to an increase in lenticular metrics, while IR (-0.19 (-0.38 to 0.01)) demonstrated the highest resilience. CONCLUSION: The use of CNN-based retinal image quality assessment achieved excellent results. The study highlights the vulnerability of BAF to lenticular remodelling. These results can aid in the development of cut-off values for clinical studies, ensuring reliable data collection for the monitoring of retinal diseases.


Subject(s)
Cataract , Tomography, Optical Coherence , Humans , Aged , Middle Aged , Adult , Aged, 80 and over , Female , Male , Tomography, Optical Coherence/methods , Young Adult , Cataract/diagnostic imaging , Cataract/pathology , Retina/diagnostic imaging , Retina/pathology , Optical Imaging/methods , Lens, Crystalline/diagnostic imaging , Lens, Crystalline/pathology , Fluorescein Angiography/methods
7.
PLoS One ; 19(4): e0300476, 2024.
Article in English | MEDLINE | ID: mdl-38635668

ABSTRACT

PURPOSE: To determine the effect of sex as a risk factor regarding presbyopia. METHODS: Maximum accommodation was pharmacologically induced (40% cabachol corneal iontophoresis) in 97 rhesus monkeys (49 males and 48 females) ranging in age from 8 to 36 years old. Accommodation was measured by Hartinger coincidence refractometry. RESULTS: Accommodative amplitude measured refractometrically decreased with age, and the rate of change was not different between males and females (p = 0.827). CONCLUSIONS: Presbyopia is essentially sex neutral, and no one is spared. There may be modest variations between different populations for various reasons, but essentially it is monotonously predictable. At present there is no biological therapeutic.


Subject(s)
Lens, Crystalline , Presbyopia , Male , Animals , Female , Macaca mulatta , Accommodation, Ocular , Aging
8.
Int Ophthalmol ; 44(1): 194, 2024 Apr 24.
Article in English | MEDLINE | ID: mdl-38656707

ABSTRACT

PURPOSE: To evaluate the magnitude of IOL transversal shift (ITS) after phacoemulsification and to analyse the factors contributing to IOL decentration and ITS. METHODS: 94 consecutive patients who underwent cataract surgery and IOL implantation was enrolled. Each patient underwent anterior segment optical coherence tomography with CASIA 2 (Tomey, Nagoya, Japan) to assess crystalline lens decentration, thickness and diameter seven days preoperatively and at one and sixty days postoperatively. Univariate and multivariate linear regression analysis were performed to evaluate the determinants of ITS and final decentration. RESULTS: The preoperative crystalline lens diameter was associated with the ITS and with the IOL final decentration. A positive association between the final IOL decentration and the first post-surgical day decentration was found (p < 0.0001). CONCLUSION: Greater crystalline lens diameter was associated with greater decentration and with greater ITS. Day-one IOL decentration seems to be the main determinant of final IOL decentration.


Subject(s)
Anterior Eye Segment , Phacoemulsification , Tomography, Optical Coherence , Humans , Phacoemulsification/adverse effects , Tomography, Optical Coherence/methods , Male , Female , Aged , Anterior Eye Segment/diagnostic imaging , Lenses, Intraocular/adverse effects , Middle Aged , Visual Acuity , Aged, 80 and over , Artificial Lens Implant Migration/diagnosis , Artificial Lens Implant Migration/etiology , Lens Implantation, Intraocular/adverse effects , Postoperative Complications/diagnosis , Lens, Crystalline/diagnostic imaging , Prospective Studies
9.
BMC Ophthalmol ; 24(1): 163, 2024 Apr 12.
Article in English | MEDLINE | ID: mdl-38609888

ABSTRACT

BACKGROUND: The aim was to validate the correlation between corneal shape parameters and axial length growth (ALG) during orthokeratology using Image-Pro Plus (IPP) 6.0 software. METHODS: This retrospective study used medical records of myopic children aged 8-13 years (n = 104) undergoing orthokeratology. Their corneal topography and axial length were measured at baseline and subsequent follow-ups after lens wear. Corneal shape parameters, including the treatment zone (TZ) area, TZ diameter, TZ fractal dimension, TZ radius ratio, eccentric distance, pupil area, and pupillary peripheral steepened zone(PSZ) area, were measured using IPP software. The impact of corneal shape parameters at 3 months post-orthokeratology visit on 1.5-year ALG was evaluated using multivariate linear regression analysis. RESULTS: ALG exhibited significant associations with age, TZ area, TZ diameter, TZ fractal dimension, and eccentric distance on univariate linear regression analysis. Multivariate regression analysis identified age, TZ area, and eccentric distance as significantly correlated with ALG (all P < 0.01), with eccentric distance showing the strongest correlation (ß = -0.370). The regressive equation was y = 1.870 - 0.235a + 0.276b - 0.370c, where y represents ALG, a represents age, b represents TZ area, and c represents eccentric distance; R2 = 0.27). No significant relationships were observed between the TZ radius ratio, pupillary PSZ area, and ALG. CONCLUSIONS: IPP software proves effective in capturing precise corneal shape parameters after orthokeratology. Eccentric distance, rather than age or the TZ area, significantly influences ALG retardation.


Subject(s)
Lens, Crystalline , Child , Humans , Retrospective Studies , Corneal Topography , Multivariate Analysis , Software
10.
Fam Med Community Health ; 12(Suppl 3)2024 Apr 12.
Article in English | MEDLINE | ID: mdl-38609092

ABSTRACT

Storylines of Family Medicine is a 12-part series of thematically linked mini-essays with accompanying illustrations that explore the many dimensions of family medicine, as interpreted by individual family physicians and medical educators in the USA and elsewhere around the world. In 'IV: perspectives on practice-lenses of appreciation', authors address the following themes: 'Relational connections in the doctor-patient partnership', 'Feminism and family medicine', 'Positive family medicine', 'Mindful practice', 'The new, old ethics of family medicine', 'Public health, prevention and populations', 'Information mastery in family medicine' and 'Clinical courage.' May readers nurture their curiosity through these essays.


Subject(s)
Courage , Fabaceae , Lens, Crystalline , Lenses , Unionidae , Humans , Animals , Family Practice , Physicians, Family
11.
Int Ophthalmol ; 44(1): 198, 2024 Apr 25.
Article in English | MEDLINE | ID: mdl-38662107

ABSTRACT

PURPOSE: Cataract surgery in microphthalmic eyes is challenging due to anatomical restraints, hard bulky nucleus. This series aims to evaluate the safety and efficacy of couching of intraocular lens in irido-fundal coloboma with microphthalmos. SETTING: Tertiary care centre in South India. DESIGN: Retrospective non-comparative study in eyes with irido-fundal coloboma, corneal diameter < 7 mm and brown cataract. Visual acuity less than 6/60 in other eye. METHODS: Anterior chamber entry made, zonules broken and lens dislocated into the vitreous cavity in a controlled manner. Baseline Clinico-demographic details, corrected distance visual acuity (CDVA), Intra-ocular pressure (IOP), corneal diameter, axial length, lens status and post-surgery CDVA, IOP and complications recorded and followed up for atleast 6 months. RESULTS: Fifteen eyes of 15 subjects were evaluated with a mean age 49.4 ± 10.9 years. At baseline, mean IOP 14.5 ± 3.8 mmHg, mean axial length 19.3 ± 0.5 mm, mean corneal diameter was 6.5 ± 0.34 mm and CDVA 2 logMAR which improved to 1.5 logMAR at 3 months (p value 0.002). Transient spike in IOP in 33.3% subjects was medically managed with no significant difference in IOP (p > 0.05) at baseline (14.5 ± 3.8 mmHg), 3 months post-surgery (16 ± 2.8 mmHg) and 6 months post-surgery (14.9 ± 2.5 mmHg). One patient underwent re-couching. No other major complications were noted. CONCLUSION: Couching of cataractous lens is an effective and safe method in microphthalmic eyes with irido-fundal coloboma as last resort procedure, where no other surgical procedure may work. It provides an ambulatory gain of visual acuity in previously non-ambulatory subjects. Corneal measurements help in determining the subset of patients where couching offers viable option.


Subject(s)
Cataract , Coloboma , Microphthalmos , Visual Acuity , Humans , Retrospective Studies , Female , Coloboma/diagnosis , Coloboma/complications , Coloboma/surgery , Male , Microphthalmos/complications , Microphthalmos/diagnosis , Microphthalmos/surgery , Cataract/complications , Cataract/congenital , Cataract/diagnosis , Middle Aged , Adult , Iris/surgery , Iris/abnormalities , Lens Implantation, Intraocular/methods , Cataract Extraction/methods , Lens, Crystalline/abnormalities , Lens, Crystalline/surgery , Follow-Up Studies
12.
Invest Ophthalmol Vis Sci ; 65(4): 4, 2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38558092

ABSTRACT

Purpose: To examine lens phenotypic characteristics in ßA3ΔG91 mice and determine if ßA3ΔG91 affects autophagy in the lens. Methods: We generated a ßA3ΔG91 mouse model using CRISPR/Cas9 methodology. Comparative phenotypic and biochemical characterizations of lenses from postnatal day 0 (P0), P15, and 1-month-old ßA3ΔG91 and wild-type (WT) mice were performed. The methodologies used included non-invasive slit-lamp examination, reverse transcription-quantitative polymerase chain reaction (RT-qPCR), western blot, and immunohistochemical (IHC) analyses to determine the levels of autophagy-related genes and proteins. Transmission electron microscopy (TEM) analysis of lenses was performed to assess organelle degradation and the presence of autophagic vesicles. TUNEL staining was used to determine apoptosis in the lens. Results: Relative to WT lenses, 1-month-old ßA3ΔG91 mice developed congenital nuclear cataract and microphthalmia and showed an early loss of endoplasmic reticulum (ER) in the cortex and attenuation of nuclei degradation. This observation was confirmed by TEM analysis, as was the presence of autophagic vesicles in ßA3ΔG91 lenses. Comparative IHC and RT-qPCR analyses showed relatively higher levels of autophagy markers (ubiquitinated proteins and p62, LC3, and LAMP2 proteins) in ßA3ΔG91 lenses compared to WT lenses. Additionally, ßA3ΔG91 lenses showed relatively greater numbers of apoptotic cells and higher levels of cleaved caspase-3 and caspase-9. Conclusions: The deletion of G91 in ßA3ΔG91 mice leads to higher levels of expression of autophagy-related proteins and their transcripts relative to WT lenses. Taken together, G91 deletion in ßA3/A1-crystallin is associated with autophagy disruption, attenuation of nuclei degradation, and cellular apoptosis in the lens, which might be congenital cataract causative factors.


Subject(s)
Cataract , Lens, Crystalline , Mice , Animals , Cataract/genetics , Cataract/metabolism , Lens, Crystalline/metabolism , Blotting, Western , Disease Models, Animal , Autophagy/genetics
13.
Sci Adv ; 10(17): eadl1088, 2024 Apr 26.
Article in English | MEDLINE | ID: mdl-38669339

ABSTRACT

A sharp drop in lenticular glutathione (GSH) plays a pivotal role in age-related cataract (ARC) formation. Despite recognizing GSH's importance in lens defense for decades, its decline with age remains puzzling. Our recent study revealed an age-related truncation affecting the essential GSH biosynthesis enzyme, the γ-glutamylcysteine ligase catalytic subunit (GCLC), at aspartate residue 499. Intriguingly, these truncated GCLC fragments compete with full-length GCLC in forming a heterocomplex with the modifier subunit (GCLM) but exhibit markedly reduced enzymatic activity. Crucially, using an aspartate-to-glutamate mutation knock-in (D499E-KI) mouse model that blocks GCLC truncation, we observed a notable delay in ARC formation compared to WT mice: Nearly 50% of D499E-KI mice remained cataract-free versus ~20% of the WT mice at their age of 20 months. Our findings concerning age-related GCLC truncation might be the key to understanding the profound reduction in lens GSH with age. By halting GCLC truncation, we can rejuvenate lens GSH levels and considerably postpone cataract onset.


Subject(s)
Aging , Catalytic Domain , Cataract , Glutamate-Cysteine Ligase , Glutathione , Lens, Crystalline , Cataract/pathology , Cataract/genetics , Cataract/metabolism , Animals , Glutamate-Cysteine Ligase/metabolism , Glutamate-Cysteine Ligase/genetics , Mice , Glutathione/metabolism , Lens, Crystalline/metabolism , Lens, Crystalline/pathology , Aging/metabolism , Humans , Disease Models, Animal , Mutation , Gene Knock-In Techniques
14.
J Vis Exp ; (206)2024 Apr 05.
Article in English | MEDLINE | ID: mdl-38647316

ABSTRACT

The biomechanical properties of the ocular lens are essential to its function as a variable power optical element. These properties change dramatically with age in the human lens, resulting in a loss of near vision called presbyopia. However, the mechanisms of these changes remain unknown. Lens compression offers a relatively simple method for assessing the lens' biomechanical stiffness in a qualitative sense and, when coupled with appropriate analytical techniques, can help quantify biomechanical properties. A variety of lens compression tests have been performed to date, including both manual and automated, but these methods inconsistently apply key aspects of biomechanical testing such as preconditioning, loading rates, and time between measurements. This paper describes a fully automated lens compression test wherein a motorized stage is synchronized with a camera to capture the force, displacement, and shape of the lens throughout a preprogrammed loading protocol. A characteristic elastic modulus may then be calculated from these data. While demonstrated here using porcine lenses, the approach is appropriate for the compression of lenses of any species.


Subject(s)
Lens, Crystalline , Lens, Crystalline/physiology , Animals , Swine , Biomechanical Phenomena/physiology
15.
Mol Vis ; 30: 37-48, 2024.
Article in English | MEDLINE | ID: mdl-38586607

ABSTRACT

Purpose: Congenital cataract affects 1-15 per 10,000 newborns worldwide, and 20,000-40,000 children are born every year with developmental bilateral cataracts. Mutations in the crystallin genes are known to cause congenital cataracts. Crystallins, proteins present in the eye lens, are made up of four Greek key motifs separated into two domains. Greek key motifs play an important role in compact folding to provide the necessary refractive index and transparency. The present study was designed to understand the importance of the fourth Greek key motif in maintaining lens transparency by choosing a naturally reported Y134X mutant human γD- crystallin in a Danish infant and its relationship to lens opacification and cataract. Methods: Human γD-crystallin complementary DNA (cDNA) was cloned into the pET-21a vector, and the Y134X mutant clone was generated by site-directed mutagenesis. Wild-type and mutant proteins were overexpressed in the BL21 DE3 pLysS cells of E. coli. Wild-type protein was purified from the soluble fraction using the ion exchange and gel filtration chromatography methods. Mutant protein was predominantly found in insoluble fraction and purified from inclusion bodies. The structure, stability, aggregational, and amyloid fibril formation properties of the mutant were compared to those of the wild type using the fluorescence and circular dichroism spectroscopy methods. Results: Loss of the fourth Greek key motif in human γD-crystallin affects the backbone conformation, alters the tryptophan micro-environment, and exposes a nonpolar hydrophobic core to the surface. Mutant is less stable and opens its Greek key motifs earlier with a concentration midpoint (CM) of unfolding curve of 1.5 M compared to the wild type human γD-crystallin (CM: 2.5 M). Mutant is capable of forming self-aggregates immediately in response to heating at 48.6 °C. Conclusions: Loss of 39 amino acids in the fourth Greek key motif of human γD-crystallin affects the secondary and tertiary structures and exposes the hydrophobic residues to the solvent. These changes make the molecule less stable, resulting in the formation of light-scattering particles, which explains the importance of the fourth Greek key in the underlying mechanism of opacification and cataract.


Subject(s)
Cataract , Lens, Crystalline , gamma-Crystallins , Infant, Newborn , Child , Humans , Escherichia coli/genetics , Escherichia coli/metabolism , gamma-Crystallins/chemistry , Lens, Crystalline/metabolism , Cataract/genetics , Cataract/metabolism , Mutation , Mutagenesis, Site-Directed
16.
J Refract Surg ; 40(4): e199-e207, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38593258

ABSTRACT

PURPOSE: To investigate the efficacy of incorporating Generative Adversarial Network (GAN) and synthetic images in enhancing the performance of a convolutional neural network (CNN) for automated estimation of Implantable Collamer Lens (ICL) vault using anterior segment optical coherence tomography (AS-OCT). METHODS: This study was a retrospective evaluation using synthetic data and real patient images in a deep learning framework. Synthetic ICL AS-OCT scans were generated using GANs and a secondary image editing algorithm, creating approximately 100,000 synthetic images. These were used alongside real patient scans to train a CNN for estimating ICL vault distance. The model's performance was evaluated using statistical metrics such as mean absolute percentage error (MAPE), mean absolute error (MAE), root mean squared error (RMSE), and coefficient of determination (R2) for the estimation of ICL vault distance. RESULTS: The study analyzed 4,557 AS-OCT B-scans from 138 eyes of 103 patients for training. An independent, retrospectively collected dataset of 2,454 AS-OCT images from 88 eyes of 56 patients, used prospectively for evaluation, served as the test set. When trained solely on real images, the CNN achieved a MAPE of 15.31%, MAE of 44.68 µm, and RMSE of 63.3 µm. However, with the inclusion of GAN-generated and algorithmically edited synthetic images, the performance significantly improved, achieving a MAPE of 8.09%, MAE of 24.83 µm, and RMSE of 32.26 µm. The R2 value was +0.98, indicating a strong positive correlation between actual and predicted ICL vault distances (P < .01). No statistically significant difference was observed between measured and predicted vault values (P = .58). CONCLUSIONS: The integration of GAN-generated and edited synthetic images substantially enhanced ICL vault estimation, demonstrating the efficacy of GANs and synthetic data in enhancing OCT image analysis accuracy. This model not only shows potential for assisting postoperative ICL evaluations, but also for improving OCT automation when data paucity is an issue. [J Refract Surg. 2024;40(4):e199-e207.].


Subject(s)
Lens, Crystalline , Myopia , Phakic Intraocular Lenses , Humans , Tomography, Optical Coherence/methods , Lens Implantation, Intraocular/methods , Retrospective Studies , Myopia/surgery
17.
Mol Biol Cell ; 35(6): ar75, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38598298

ABSTRACT

To cause vision-disrupting fibrotic secondary cataract (PCO), lens epithelial cells that survive cataract surgery must migrate to the posterior of the lens capsule and differentiate into myofibroblasts. During this process, the cells become exposed to the FGF that diffuses out of the vitreous body. In normal development, such relatively high levels of FGF induce lens epithelial cells to differentiate into lens fiber cells. It has been a mystery as to how lens cells could instead undergo a mutually exclusive cell fate, namely epithelial to myofibroblast transition, in the FGF-rich environment of the posterior capsule. We and others have reported that the ability of TGFß to induce lens cell fibrosis requires the activity of endogenous ErbBs. We show here that lens fiber-promoting levels of FGF induce desensitization of ErbB1 (EGFR) that involves its phosphorylation on threonine 669 mediated by both ERK and p38 activity. Transinhibition of ErbB1 by FGF is overcome by a time-dependent increase in ErbB1 levels induced by TGFß, the activation of which is increased after cataract surgery. Our studies provide a rationale for why TGFß upregulates ErbB1 in lens cells and further support the receptor as a therapeutic target for PCO.


Subject(s)
Cataract , Epithelial Cells , ErbB Receptors , Fibrosis , Lens, Crystalline , Transforming Growth Factor beta , Humans , Cataract/metabolism , Epithelial Cells/metabolism , Epithelial Cells/drug effects , ErbB Receptors/metabolism , Fibroblast Growth Factors/metabolism , Lens, Crystalline/metabolism , Myofibroblasts/metabolism , Myofibroblasts/drug effects , p38 Mitogen-Activated Protein Kinases/metabolism , Phosphorylation , Signal Transduction , Transforming Growth Factor beta/metabolism
18.
BMC Ophthalmol ; 24(1): 203, 2024 Apr 30.
Article in English | MEDLINE | ID: mdl-38684941

ABSTRACT

BACKGROUND: This study aims to investigate the morphologic features of the crystalline lens in Primary Angle Closure Disease (PACD) patients with zonular instability during cataract surgery using the swept-source CASIA 2 Anterior Segment-Optical Coherence Tomography (AS-OCT) system. METHODS: A total of 398 eyes (125 PACD eyes with zonular instability, 133 PACD eyes with zonular stability, and 140 cataract patient controls) of 398 patients who underwent cataract surgery combined or not glaucoma surgery between January 2021 and January 2023 were enrolled. The crystalline lens parameters were measured by CASIA2 AS-OCT. Then, logistic regression was performed to evaluate the risk factors associated with zonular instability. RESULTS: The results revealed that PACD eyes had a more anterior lens equator position, a steeper anterior curvature of lens, shorter Axial Length (AL), shallower Anterior Chamber Distance (ACD), higher Lens Vault (LV) and thicker Lens Thickness (LT), when compared to eyes in the cataract control group. Furthermore, PACD eyes in the zonular instability group had steeper front R, front Rs and Front Rf, flatter back Rf, thicker lens anterior part thickness, higher lens anterior-to-posterior part thickness ratios, shallower ACD, and greater LV, when compared to PACD eyes with zonular stability. The logistic regression analysis, which was adjusted for age and gender, revealed that zonular instability was positively correlated with anterior part thickness, lens anterior-to-posterior part thickness ratio, and LV, but was negatively correlated with lens anterior radius and ACD. CONCLUSION: Steeper anterior curvature, increased lens anterior part thickness, higher anterior-to-posterior part thickness ratio, shallower ACD, and greater LV are the anatomic features of PACD eyes associated with zonular instability.


Subject(s)
Anterior Eye Segment , Glaucoma, Angle-Closure , Lens, Crystalline , Tomography, Optical Coherence , Humans , Tomography, Optical Coherence/methods , Glaucoma, Angle-Closure/physiopathology , Glaucoma, Angle-Closure/diagnosis , Female , Male , Aged , Middle Aged , Anterior Eye Segment/diagnostic imaging , Anterior Eye Segment/pathology , Lens, Crystalline/diagnostic imaging , Lens, Crystalline/pathology , Retrospective Studies , Intraocular Pressure/physiology , Visual Acuity/physiology
20.
Health Phys ; 126(5): 339-345, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38526252

ABSTRACT

ABSTRACT: After considering epidemiological studies on the induction of cataracts in individuals exposed to radiation, the International Commission on Radiological Protection recommended, in 2012, a reduction in the annual eye-dose limit of occupationally exposed workers. This imposed higher performance demands on existing dosimetry systems and the development of new dosimetry technologies. The operational quantity to be measured is Hp(3), the personal dose equivalent at a depth of 3 mm in an ICRU 4-element tissue cylinder 20 cm in height and 20 cm in diameter. The conversion coefficients per unit incident fluence, Hp(3)/Φ, were calculated using Monte Carlo simulation codes. In the case of incident electrons, the literature shows that the resulting coefficients depend on the electron transport options selected for the Monte Carlo simulations as well as the tally zone thickness. In this study, electron operational eye-lens dose coefficients were calculated using MCNP6.2 in its default settings and by invoking the single-event feature. The results were compared to those from PENELOPE, a well-known code for its enhanced accuracy in handling low-energy electron transport. The results are in agreement for the entire energy range for these two series of simulations, but differences are found with previously published dose coefficients in the literature. This impacts the calibration of dosimeters for electrons and may require a change in the commonly accepted dose coefficients.


Subject(s)
Cataract , Lens, Crystalline , Humans , Electrons , Monte Carlo Method , Calibration
SELECTION OF CITATIONS
SEARCH DETAIL