Deep Learning Enables Identification of Antimicrobial Peptides Through Mechanochromic Fingerprints
We demonstrate a new platform for antimicrobial peptide identification by combining polydiacetylene, hyperspectral imaging, and deep learning. The trained model classifies distinct spectral fingerprints into 14 peptide classes with 96.79% accuracy, revealing previously hidden molecular information beyond conventional colorimetric sensing.
Jiali Chen +4 more
wiley +2 more sources
Effect of cucurbit[7]uril on DPPC-containing liposomes: Interactions with the lipid bilayer. [PDF]
Altaher S +7 more
europepmc +1 more source
Liposomal Delivery of L‐2‐Hydroxyglutarate for Targeting Epigenetic Dysregulation in Osteoarthritis
Osteoarthritis involves cartilage degeneration, inflammation, and epigenetic dysregulation. A liposomal formulation of the TET1 inhibitor L‐2‐hydroxyglutarate to overcome rapid joint clearance was developed. The formulation showed good physicochemical properties, reduced inflammatory and catabolic gene expression in chondrocytes, and alleviated ...
Denise Murgia +10 more
wiley +1 more source
Here, we enhance the electrochemiluminescence imaging of cellular spheroids using [Ru(bpy)3]2+/TPrA chemistry. Our strategy, which involves pre‐incubation with TPrA, enables high‐resolution, long‐term visualization of cellular spheroids without phototoxicity.
Vanshika Gupta +5 more
wiley +2 more sources
Optogenetic actin network assembly on lipid bilayer uncovers the network density-dependent functions of actin-binding proteins. [PDF]
Yamamoto K, Miyazaki M.
europepmc +1 more source
Bacterial membrane vesicles (BMVs) emerge as promising platforms for cancer immunotherapy owing to their intrinsic adjuvant properties and tunable cargo delivery capabilities. Their ability to modulate the tumor microenvironment, enhance antitumor immune responses, and support personalized therapeutic strategies highlights their growing potential as ...
Md Sifat Rahi +6 more
wiley +1 more source
Direct insertion of an ion channel immobilized on a soft agarose gel bead into a lipid bilayer: an optimized method. [PDF]
Asakura M, Wang S, Hirano M, Ide T.
europepmc +1 more source
Translocation of penetratin-like peptides involving calcium-dependent interactions between glycosaminoglycans and phosphocholine headgroups of the membrane lipid bilayer. [PDF]
He B +9 more
europepmc +1 more source
Chaotropic Agent-Assisted Supported Lipid Bilayer Formation. [PDF]
Cawley JL +5 more
europepmc +1 more source
An all-atom model of the human cardiac sodium channel in a lipid bilayer. [PDF]
Knotts GM +6 more
europepmc +1 more source

