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iLDA-SGCN: Identifying Associations Between Age-Related Diseases and Long Non-Coding RNAs Using Dual Graph Convolutional Networks

5 days 15 hours ago
Aging reshapes global disease burdens, yet the regulatory roles of long non-coding RNAs (lncRNAs) in age-related disorders remain incompletely characterized. We developed iLDA-SGCN, a graph-based computational framework that integrates singular value decomposition (SVD) with dual graph convolutional networks (GCNs) to predict lncRNA-disease associations. SVD first derives compact low-dimensional representations from the lncRNA-disease association matrix. Two complementary GCN modules then learn...
Yu Guo

Capsaicin acts as a novel NRF2 agonist to suppress ethanol induced gastric mucosa oxidative damage by directly disrupting the KEAP1-NRF2 interaction

5 days 15 hours ago
Excessive alcohol consumption poses significant health risks and is closely associated with oxidative damage. The KEAP1-NRF2-ARE signaling pathway serves as the primary antioxidant system. However, current small molecule inhibitors are all covalently bound to KEAP1, meaning that once bound, they are not easily dissociated, while continuous inhibition of KEAP1 exhibits severe side effects. In this study, BLI, CETSA, Pull-down, Co-IP, and HDX-MS assay analysis were conducted to detect the KEAP1...
Xiaoning Gao

Association between trajectories of physical activity and depressive symptoms among Chinese older adults with chronic disease: evidence from the Chinese Longitudinal Healthy Longevity Survey

5 days 15 hours ago
CONCLUSIONS: Maintaining favorable long-term patterns of PA, even with gradual decline, is associated with reduced odds of DS among older adults with chronic diseases. These findings support PA as a potentially cost-effective strategy for secondary prevention and highlight the importance of sustained behavioral patterns in mitigating mental health risks in aging populations.
Jinghong Huang