Discovery of H2 Receptor Antagonists as Colistin Enhancers by Targeting Acid Stress Response
Advanced Science, EarlyView.This study identifies YqgB as a key target for restoring colistin susceptibility in mcr‐positive pathogens under acidic conditions by remodeling phospholipid composition and reducing LPS modification. Deep learning‐based screening reveals H2 receptor antagonists as novel colistin adjuvants. Further investigations indicate that ranitidine and famotidine
Jinju Cai +7 more
wiley +1 more source
A Graph Contrastive Learning Method for Enhancing Genome Recovery in Complex Microbial Communities. [PDF]
Entropy (Basel)Wei G, Liu Y.
europepmc +1 more source
Neuid: A Novel Neuron‐Enriched LncRNA that Connects Epigenetic Gene Silencing to Alzheimer's Disease
Advanced Science, EarlyView.ABSTRACT The increasing evidence that non‐coding RNAs can become deregulated during pathogenesis is dramatically expanding the space for drug discovery beyond the protein‐coding genome. Long noncoding RNAs (lncRNAs) are emerging as key regulators of cellular function, yet most remain uncharacterized.
Ranjit Pradhan +17 more
wiley +1 more source
Structure-sensitive transformer and multi-view graph contrastive learning enhanced prediction of drug-related microbes. [PDF]
BMC BioinformaticsXuan P, Wang R, Gu J, Cui H, Zhang T.
europepmc +1 more source
CMMS-GCL: cross-modality metabolic stability prediction with graph contrastive learning. [PDF]
Bioinformatics, 2023 Du BX, Long Y, Li X, Wu M, Shi JY.
europepmc +1 more source
On the Origins of Toughness in Corymbia calophylla (Marri Tree) Nuts
Advanced Science, EarlyView.We uncover the natural toughening mechanisms of the marri nut, including fiber pullout, crack deflection, and a viscoelastic matrix, which enable exceptional energy absorption and ductility comparable to Teflon, with an elastic modulus similar to acrylic.
Wegood M. Awad +7 more
wiley +1 more source
Functional graph contrastive learning of hyperscanning EEG reveals emotional contagion evoked by stereotype-based stressors. [PDF]
Front Hum Neurosci, 2023 Huang J, Amey RC, Liu M, Forbes CE.
europepmc +1 more source
De Novo Multi‐Mechanism Antimicrobial Peptide Design via Multimodal Deep Learning
Advanced Science, EarlyView.Current AI‐driven peptide discovery often overlooks complex structural data. This study presents M3‐CAD, a generative pipeline that leverages 3D voxel coloring and a massive database of over 12 000 peptides to capture nuanced physicochemical contexts.
Xiaojuan Li +23 more
wiley +1 more source
Deep clustering of single-cell RNA-seq using adversarial graph contrastive learning. [PDF]
Brief BioinformVan Vinh L +4 more
europepmc +1 more source
Advanced Science, EarlyView.This work introduces an open‐source all‐optical platform for functional phenotyping of human stem cell‐derived neurons. The system integrates optogenetics, calcium imaging, automated acquisition, and analysis to resolve single‐cell and network activity, enabling longitudinal measurements, disease modeling, and pharmacological screening in preclinical ...
Wardiya Afshar‐Saber +12 more
wiley +1 more source