1.Lanosterol Synthase Deficiency in Photoreceptor Leads to Age-related Retinal Degeneration via Mitochondrial Dysfunction and Oxidative Stress
Haohan YANG ; Shuxi LUO ; Haiqi CHEN ; Weihua LI ; Ling ZHAO
Journal of Sun Yat-sen University(Medical Sciences) 2026;47(4):656-669
ObjectiveTo investigate whether photoreceptor-specific knockout of lanosterol synthase (Lss) induces age-related retinal degeneration and to elucidate the underlying molecular mechanisms. MethodsPhotoreceptor-specific Lss knockout mice (Lssflox/flox; Rho-Cre, CKO) models were established. Retinal structure and function were assessed at 1, 4, and 8 months of age using fundus photography, optical coherence tomography (OCT), scotopic electroretinogram (ERG) and hematoxylin and eosin (HE) staining. The mouse photoreceptor cell line 661W served as an in vitro model. Lss was knocked down via siRNA, followed by analyses including Seahorse XF mitochondrial stress test, JC-1, MitoSOX Red and DCFH-DA probes to evaluate mitochondrial function and oxidative stress, glycolytic rate assay for glycolysis ability, RT-qPCR for inflammatory factors, γH2AX immunofluorescence for double-strand DNA damage detection, and transcriptome sequencing to identify differentially expressed genes and enriched pathways. ResultsCompared with controls, 1-month-old CKO mice showed no abnormalities. Mild fundus lesions appeared at 4 months. By 8 months, CKO mice exhibited significant thinning of the outer nuclear layer, disorganization of the inner/outer segment structure, and markedly reduced amplitudes of the dark-adapted ERG a- and b-waves (P<0.05). Transcriptome analysis revealed 1 842 differentially expressed genes (826 up-regulated, 1 016 down-regulated), with Lss being the most significantly downregulated gene; these genes significantly enriched in sterol biosynthesis, oxidative phosphorylation, aerobic electron transport chain, and ATP synthesis (P<0.05). In 661W cells, knockdown of Lss significantly reduced mitochondrial basal respiration (P=0.006), ATP production (P=0.015), maximal respiration (P<0.001), and spare respiratory capacity (P<0.001), while basal glycolysis (P=0.005) and compensatory glycolysis (P=0.028) were increased. These changes were accompanied by mitochondrial membrane potential depolarization (P<0.001), elevated mitochondrial reactive oxygen species (ROS) levels (P<0.001), and increased total ROS levels (P=0.013). Additionally, the mRNA expression of inflammatory factors, including Ccl2 (P=0.004), Ccl5 (P=0.012), Cxcl1 (P<0.001), Cxcl5 (P<0.000 1), Tgfb (P=0.008), Hgf (P<0.000 1) and Mmp3 (P=0.003) was significantly upregulated. Moreover, γH2AX fluorescence intensity was increased (P=0.002). ConclusionsPhotoreceptor-specific Lss deficiency induces mitochondrial dysfunction, oxidative stress and cellular inflammation, ultimately leading to age-dependent retinal degeneration. This study provides novel mechanistic insights and potential therapeutic targets for hereditary and age-related retinal degenerative diseases.
2.Analysis of the dilemmas of the simplified ethical review procedure in practice
Benze HU ; Yuhong HUANG ; Xufang GU ; Weihua GUO ; Siyuan HU ; Yaqing YANG
Chinese Medical Ethics 2025;38(1):46-51
In September 2023, the Measures for Scientific and Technological Ethics Review (Trial Implementation) was issued, revising the provisions related to the simplified procedure for ethical review in Chapter 3, Section 3. This revision of these provisions provides systematic guarantees for further optimizing ethical review work, ensuring that ethical review procedure is well-regulated, and improving scientific research efficiency. The “simplified procedure” does not mean reducing the quality and requirements of the review. Instead, based on always following internationally recognized ethical standards and emphasizing not violating national laws and regulations, improving the efficiency of ethical review and subsequent research work, and promoting the development of life sciences and medical research involving humans. In practical work, it introduces numerous new opportunities and challenges for the improvement of ethics review ability, such as new tests on the judgment and decision-making power of ethics committees, how to ensure the reliability and controllability of the conditions related to the simplified review procedure, and how to determine the basic conditions for adopting the simplified review procedure for review. Therefore, to actively respond to the challenges and possible risks brought by the simplified procedure review, efforts should be made to achieve three “unifications”, including the unification of researchers’ moral autonomy and the heteronomy of supervision implemented by relevant departments; the unification of the standard formulation of the simplified procedure review and the review work in practice; and the unification of ethical responsibility and legal responsibility.
3.Progress in the application of exosomes in the diagnosis and treatment of diabetic retinopathy
Songguo DONG ; Chunyan SONG ; Xiaofeng HOU ; Weihua YANG ; Yun WANG
International Eye Science 2025;25(2):235-241
Exosomes are ubiquitous in all types of body fluids, exhibiting a high degree of abundance and diversity. Given their distinctive structure and function, exosomes are involved in a range of life activities, including intercellular communication, material transport, and immune regulation. An increasing number of studies have identified exosomes as a source of diagnostic markers for diabetic retinopathy. Furthermore, exosomes represent a novel avenue for therapeutic intervention, with promising clinical applications. This paper examines the diagnostic and therapeutic mechanisms of exosomes in diabetic retinopathy, reviews the advancements in exosomes-based diagnostics and therapeutics for diabetic retinopathy, and aims to enhance the precision and efficiency of clinical diagnosis and treatment of diabetic retinopathy.
4.Era of artificial intelligence: thinking about the key issues in the development of intelligent ophthalmology
Weihua YANG ; Yanwu XU ; Wei CHI
International Eye Science 2025;25(1):13-16
The rapid development of intelligent ophthalmology research in recent years still faces some challenges in its clinical application or clinical translation process. Two important issues that urgently need to be addressed in the development of intelligent ophthalmology are: promoting clinical application and maintaining medical equity. In response to the aforementioned issues, this article analyzes the reasons and current situation of the insufficient promotion of clinical application and the potential challenges of medical equity, and proposes that promoting clinical application and maintaining medical equity are key issues in the development of intelligent ophthalmology. At the same time, it systematically proposes corresponding specific measures to promote the development of intelligent ophthalmology.
5.In silico prediction of pK a values using explainable deep learning methods.
Chen YANG ; Changda GONG ; Zhixing ZHANG ; Jiaojiao FANG ; Weihua LI ; Guixia LIU ; Yun TANG
Journal of Pharmaceutical Analysis 2025;15(6):101174-101174
Negative logarithm of the acid dissociation constant (pK a) significantly influences the absorption, distribution, metabolism, excretion, and toxicity (ADMET) properties of molecules and is a crucial indicator in drug research. Given the rapid and accurate characteristics of computational methods, their role in predicting drug properties is increasingly important. Although many pK a prediction models currently exist, they often focus on enhancing model precision while neglecting interpretability. In this study, we present GraFpK a, a pK a prediction model using graph neural networks (GNNs) and molecular fingerprints. The results show that our acidic and basic models achieved mean absolute errors (MAEs) of 0.621 and 0.402, respectively, on the test set, demonstrating good predictive performance. Notably, to improve interpretability, GraFpK a also incorporates Integrated Gradients (IGs), providing a clearer visual description of the atoms significantly affecting the pK a values. The high reliability and interpretability of GraFpK a ensure accurate pK a predictions while also facilitating a deeper understanding of the relationship between molecular structure and pK a values, making it a valuable tool in the field of pK a prediction.
6.Guidelines for glaucoma imaging classification, annotation, and quality control for artificial intelligence applications
Weihua YANG ; Yanwu XU ; Yanwu XU ; Yanwu XU
International Eye Science 2025;25(4):511-522
Glaucoma is an eye disease characterized by pathologically elevated intraocular pressure, optic nerve atrophy, and visual field defects, which can lead to irreversible vision loss. In recent years, the rapid development of artificial intelligence(AI)technology has provided new approaches for the early diagnosis and management of glaucoma. By classifying and annotating glaucoma-related images, AI models can learn and recognize the specific pathological features of glaucoma, thereby achieving automated image analysis and classification. Research on glaucoma imaging classification and annotation mainly involves color fundus photography(CFP), optical coherence tomography(OCT), anterior segment optical coherence tomography(AS-OCT), and ultrasound biomicroscopy(UBM)images. Color fundus photography is primarily used for the annotation of the optic cup and disc, OCT is used for measuring and annotating of the thickness of the retinal nerve fiber layer, and AS-OCT and UBM focus on the annotation of the anterior chamber angle structure and the measurement of anterior segment structural parameters. To standardize the classification and annotation of glaucoma images, enhance the quality and consistency of annotated data, and promote the clinical application of intelligent ophthalmology, this guideline has been developed. This guideline systematically elaborates on the principles, methods, processes, and quality control requirements for the classification and annotation of glaucoma images, providing standardized guidance for the classification andannotation of glaucoma images.
7.The mediating effect of self-rated health on the relationship between the living space and social frailty among elderly people in the community
Yuxi ZHANG ; Weihua YU ; Xia YANG ; Man DENG
Chinese Journal of Practical Nursing 2025;41(19):1472-1478
Objective:To explore the mediating effect of self-rated health status between living space and social frailty of the elderly in community, and to provide reference for intervention strategies.Methods:From December 2023 to March 2024, 550 community elderly in Yandun Community, Yicheng Community and Binhu Community in Baohe District of Hefei City were selected as the research objects by convenient sampling method. The general information questionnaire, self-rated health questionnaire, social frailty index and living space assessment scale were used to investigate a cross-sectional survey. Spearman correlation analysis was used to explore the correlation between self-rated health, living space and social frailty of community elderly. Bootstrap method was used to test the mediating effect.Results:A total of 542 valid questionnaires were collected. Among the 542 elderly residents in the community, aged 65-94 (71.69 ± 6.54) years, there were 267 males and 275 females. Among the 542 community elderly, the self-rated health score, living space score and social frailty index were (2.52 ± 0.95), (73.39 ± 16.77) and 0.0 (0.0, 3.0), respectively. Spearman analysis showed that the total score of living space was negatively correlated with the scores of self-rated health and social frailty ( r=-0.477, -0.538, both P<0.01), and the score of self-rated health was positively correlated with the score of social frailty ( r=0.711, P<0.01).The mediating effect results showed that the living space could play a partial mediating effect on social frailty through the mediating variable of self-rated health (-0.028), accounting for 49.12% of the total effect. Conclusions:The self-rated health status of the elderly in the community has an indirect mediating effect between living space and social frailty. Medical workers should take the improvement of the living space mobility of the elderly as the starting point, and improve their self-rated health level through diversified intervention means, so as to reduce the occurrence of social frailty and promote active aging.
8.Clinical characteristics and prognosis of 18 patients with acute necrotizing encephalopathy
Chang GENG ; Li GONG ; Weihua ZHANG ; Xiao YANG ; Weili ZHAO ; Qinzhou WANG ; Dongxiao JIANG ; Jin WU ; Haitao REN ; Siyuan FAN ; Hongzhi GUAN ; Bin PENG
Chinese Journal of Neurology 2025;58(5):494-500
Objective:To analyze the clinical characteristics, RAN-binding protein 2 ( RANBP2) gene variations, and prognosis in Chinese acute necrotizing encephalopathy (ANE) patients. Methods:A retrospective analysis of ANE cases registered in the Peking Union Medical College Hospital Encephalitis Registry System from 2022 to 2024, involving patients from Peking Union Medical College Hospital and other hospitals, was conducted. A descriptive study was performed on the clinical characteristics, treatments and prognosis, cerebrospinal fluid examination results, and imaging findings of these patients based on adjusted ANE diagnostic criteria. Whole-exome sequencing technology was used to detect gene mutations in these patients.Results:A total of 18 ANE cases were included, ranged in age from 2 to 72 [20(5, 43)] years. The male-to-female ratio was 4∶5. All patients were found with precipitating infections including COVID-19, influenza A virus and Mycoplasma pneumoniae infections. All patients presented with fever, with varying degrees of consciousness disturbance observed in 16 cases, and seizures in 10 cases. All patients underwent lumbar puncture, with normal or mildly elevated white cell counts [3(2, 13)×10 6/L] and mildly to moderately elevated protein levels [1.90(0.92, 4.65) g/L]. A total of 6 patients were found with extremely elevated interleukin-6 level [950(164, 2 000) pg/ml] in cerebrospinal fluid. Bilateral symmetric thalamic lesions were typical imaging features of ANE, while involvement of other areas such as cortical and subcortical white matter, brainstem, and cerebellum was also observed. A total of 14 patients performed genetic tests while 4 patients were identified with RANBP2 gene mutations (c.1754C>T in 3 cases, c.1966A>G in 1 case). All patients received immunotherapy, and 7 patients died at discharge while other patients presented with neurological sequelae of varying degrees. Conclusions:ANE is a rare and severe parainfectious encephalopathy that can occur in both children and adults. Clinically, it is characterized by rapidly progressing encephalopathy following systematic infection, with bilateral symmetric thalamic lesions. The detection of RANBP2 gene mutations could help make the diagnosis.
9.In silico prediction of pKa values using explainable deep learning methods
Chen YANG ; Changda GONG ; Zhixing ZHANG ; Jiaojiao FANG ; Weihua LI ; Guixia LIU ; Yun TANG
Journal of Pharmaceutical Analysis 2025;15(6):1264-1276
Negative logarithm of the acid dissociation constant(pKa)significantly influences the absorption,dis-tribution,metabolism,excretion,and toxicity(ADMET)properties of molecules and is a crucial indicator in drug research.Given the rapid and accurate characteristics of computational methods,their role in predicting drug properties is increasingly important.Although many pKa prediction models currently exist,they often focus on enhancing model precision while neglecting interpretability.In this study,we present GraFpKa,a pKa prediction model using graph neural networks(GNNs)and molecular finger-prints.The results show that our acidic and basic models achieved mean absolute errors(MAEs)of 0.621 and 0.402,respectively,on the test set,demonstrating good predictive performance.Notably,to improve interpretability,GraFpKa also incorporates Integrated Gradients(IGs),providing a clearer visual description of the atoms significantly affecting the pKa values.The high reliability and interpretability of GraFpKa ensure accurate pKa predictions while also facilitating a deeper understanding of the relation-ship between molecular structure and pKa values,making it a valuable tool in the field of pKa prediction.
10.Construction and practice of smart health and elderly care standard system in Shanghai
Jian WANG ; Mianzhi CHENG ; Xiaohua YE ; Weihua GU ; Chun FAN ; Yuyao JIANG ; Min XU ; Yihan XU ; Yang WANG ; Xiaoyan GU ; Yihua JIANG ; Liying YAO ; Shusheng OUYANG ; Xin LIU ; Xijie YUAN ; Jian CHEN ; Ni YANG ; Qi CHEN ; Jingjing FANG
Journal of Navy Medicine 2025;46(1):83-90
With the rapid development of population aging in various countries around the world,the health and elderly care industry has been paid high attention.The standardization of smart health and elderly care technology and services is particularly important.This paper firstly reviewed the policies related to healthy elderly care in China.By analyzing the industrial standards and provincial standards issued,this paper focused on the policies proposed by the Shanghai Municipal Government for the standardization of smart health and elderly care,as well as the researches on the standard system and the construction of standard families.Shanghai group standards in the field of smart health and elderly care were summarized,including the guidelines for the construction of standard systems,elderly care service platforms,community elderly cafeterias,portable health monitoring terminals,indoor sports services,and home-based elderly care safety monitoring.A series of case analyses of the standardized implementation of the above aspects were also provided.Through standardization research and practice in recent years,it has been fully demonstrated that the standard research plays an important leading role in the field of smart health and elderly care.

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