Full-resolution image restoration for light field images via a spatial shift-variant degradation network.

The light field (LF) imaging systems face a trade-off between the spatial and angular resolution in a limited sensor resolution. Various networks have been proposed to enhance the spatial resolution of the sub-aperture image (SAI). However, the spatial shift-variant characteristics of the LF are not considered, and few efforts have been made to recover a full-resolution (FR) image. In this paper, we propose an FR image restoration method by embedding LF degradation kernels into the network. An explicit convolution model based on the scalar diffraction theory is first derived to calculate the system response and imaging matrix. Based on the analysis of LF image formation, we establish the mapping from an FR image to the SAI through the SAI kernel, which is a spatial shift-variant degradation (SSVD) kernel. Then, the SSVD kernels are embedded into the proposed network as prior knowledge. An SSVD convolution layer is specially designed to handle the view-wise degradation feature and speed up the training process. A refinement block is designed to preserve the entire image details. Moreover, our network is evaluated on extensive simulated and real-world LF images to demonstrate its superior performance compared with other methods. Experiments on a multi-focus scene further prove that our network is suitable for any in-focus or defocused conditions.

Astaxanthin ameliorates oxidative stress in lens epithelial cells by regulating GPX4 and ferroptosis.

Ferroptosis is a form of regulated cell death closely associated with oxidative stress and mitochondrial dysfunction and is characterised by the accumulation of reactive oxygen species (ROS) and lipid species and iron overload. Damage to human lens epithelial cells (LECs) is associated with age-related cataract progression. Astaxanthin (ATX), a carotenoid with natural antioxidant properties, counteracts ferroptosis in the treatment of various degenerative diseases. However, this mechanism has not been reported with respect to cataract treatment. In this study, the differential expression levels of glutathione peroxidase 4 (GPX4) in the lens of young and aged mice were analysed. Continuous ATX supplementation for 8 months upregulated GPX4 expression in the mouse LECs and delayed the progression of ferroptosis. Upon treatment with erastin, ROS and malondialdehyde accumulated and the mitochondrial membrane potential decreased. At the same time, the expressions of GPX4, SLC7A11, and ferritin were suppressed in human LECs. All of these phenomena were partially reversed by ATX and Fer-1, a ferroptosis inhibitor. This study confirmed that the ATX-mediated targeting of GPX4 might alleviate human LECs damage by inhibiting ferroptosis and ameliorating oxidative stress and that this could represent a promising therapeutic approach for age-related cataract.

Novel cataract-causing variant c.177dupC in c-MAF regulates the expression of crystallin genes for cell apoptosis via a mitochondria-dependent pathway.

Congenital cataract (CC) is regarded as the most common hereditary ophthalmic disease in children. Mutations in CC-associated genes play important roles in CC formation, which provides the basis for molecular diagnosis and therapy. Among these CC-associated genes, v-maf avian musculoaponeurotic fibrosarcoma oncogene homolog (c-MAF) is considered an important transcription factor for eye and lens development. In this study, we recruited a three-generation Chinese Han family with CC. Gene sequencing revealed a novel duplication mutation in c-MAF (NM_005360.5: c.177dup) that caused frameshifting at residue 60 (p. M60fs) of c-MAF. Additionally, in the patient blood samples, the expression levels of related crystallin and noncrystallin genes confirmed that this novel duplication variant impaired the transactivation of c-MAF. Further functional analyses suggested that the c-MAF mutant induces the transcriptional inhibition of CRYAA and CRYGA and subsequently influences ME and G6PD expression levels, ultimately resulting in ROS generation and further leading to cell apoptosis via mitochondria-dependent pathways. In conclusion, we report a novel c-MAF heterozygous mutation that plays a vital role in CC formation in a Chinese family, broadening the genetic spectrum of CC.

Immunological significance of survival-related alternative splicing in uveal melanoma.

Uveal melanoma (UM) is a highly malignant intraocular tumor. The imbalance of alternative splicing (AS) is a landmark of tumor initiation and progression. However, there are few studies of AS in UM. Thus, this study aimed to identify a new AS-based prognostic signature and reveal its relationship with tumor-infiltrating immune cells. Univariable Cox regression analysis identified survival-related AS events. The prognostic signature was constructed using the univariable and multivariable Cox regression analyses. Kaplan-Meier survival analysis, the proportional hazard model, and receiver operating characteristic curves verified its prognostic value. Single-sample gene set enrichment analysis was used to analyze immune cell enrichment. The correlation of the risk score with tumor-infiltrating immune cells and immune checkpoint blockade (ICB) genes was examined. We screened 2886 survival-related AS events, of which five were selected to build a prognostic predictor. The risk score was positively relevant with ICB key targets (HAVCR2, IDO1, and PDCD1) and the infiltration of T cells, MDSC, and activated B cells. We provided novel and effective indices, including a risk score and clinical nomogram, for prognostic prediction in UM and discussed the potential relationship between survival-related AS events and immune cell infiltration, which is crucial for developing immune-targeted therapy to improve prognosis.

Glycopeptide-nanotransforrs eyedrops with enhanced permeability and retention for preventing fundus neovascularization.

Efficient and non-invasive drug delivery to the fundus has always been a medical difficulty. Here, a co-assembled glycopeptide nanotransforrs (GPNTs) named MRP@DOX as a drug delivery system is reported. The MRP@DOX co-assemble nanoparticles consisting of glycopeptide, cationic peptide, and doxorubicin (DOX). The nanoparticles are positively charged with the nano-size, which can be induced transformation by legumain cleavage. Once administrate to the eyes, MRP@DOX has a high penetration through the ocular surface to specifically targets M2 macrophages in the fundus. Then, the mannose receptor mediates phagocytosis and intracellular highly expressed legumain induces its nanofibrous transformation, which contributes to a 44.7% DOX retention in cells at 24 h than that of the non-transformed controls (MAP@DOX: 5.1%). The nanofiber transformation provides an inhibition of exocytosis, which explains the higher retention of the delivered drug. In the mouse OIR model, MRP@DOX completely restores the physiological angiogenesis and reduces pathological neovascularization. Pathological neovascularization branches and cell nuclei that break through the inner limiting membrane are reduced by 55% and 72%, respectively, which are 25% and 20% less than those in the non-transformed controls. In addition, MRP@DOX also has good histocompatibility, which provides a possible strategy for non-invasive treatment of fundus diseases in the future.

Association between endoplasmic reticulum stress and risk factors of diabetic retinopathy.

Diabetic retinopathy (DR) is one of the most common and challenging ocular complications of diabetes mellitus. As a chronic, progressive ocular disease that poses a serious threat to vision, DR has gradually become a leading cause of blindness worldwide. Emerging evidence points to an important role of endoplasmic reticulum (ER) stress in not only maintaining the steady-state equilibrium in the body, but also in intracellular synthesis, protein folding, and other essential functions. Recent studies have demonstrated clear associations between ER stress-related physiological functions and the pathogenesis of DR. When cells are stimulated by external stimuli, UPR pathway is activated firstly to protect it. However, long-term harmful factors can induce ER stress. which interferes with the physiological metabolism of retinal cells and participates in the occurrence of DR via the ATF6 pathway, PERK pathway and IRE1 pathway. At present, ER stress blocker is expected to become a new anti-DR therapy. Thus, understanding the relationship between ER stress and DR will help to develop new effective preventative treatments. In this review, we summarize the risk factors of DR pathogenesis induced by ER stress toward revealing potentially new therapeutic targets.

Two novel mutations identified in ADCC families impair crystallin protein distribution and induce apoptosis in human lens epithelial cells.

Congenital cataract (CC) is a clinical and genetically heterogeneous eye disease that primarily causes lens disorder and even amblyopic blindness in children. As the mechanism underlying CC is genetically inherited, identification of CC-associated gene mutations and their role in protein distribution are topics of both pharmacological and biological research. Through physical and ophthalmic examinations, two Chinese pedigrees with autosomal dominant congenital cataract (ADCC) were recruited for this study. Mutation analyses of CC candidate genes by next-generation sequencing (NGS) and Sanger sequencing revealed a novel missense mutation in CRYBB2 (p.V146L) and a deletion mutation in CRYAA (p.116_118del). Both mutations fully co-segregated were not observed in unaffected family members or in 100 unrelated healthy controls. The CRYBB2 missense mutation disrupts the distribution of CRYBB2 in human lens epithelial cells (HLEpiCs), and the CRYAA deletion mutation causes hyperdispersion of CRYAA. Furthermore, these two crystallin mutations result in aberrant expression of unfolded protein response (UPR) marker genes as well as apoptosis in HLEpiCs. Collectively, these findings broaden the genetic spectrum of ADCC.