Ufmylation‐Deficient DDRGK1 Ameliorates Obesity by Inhibiting FASN‐Mediated Adipocyte Lipogenesis
DDRGK1 regulates de novo lipogenesis via stabilization of fatty acid synthase (FASN). DDRGK1‐mediated UFMylation of FASN prevents its ubiquitin–proteasomal degradation. Reduced DDRGK1 expression or mutation at the key UFMylation site enhances FASN degradation and suppresses fatty acid synthesis (FAS), resulting in smaller adipocytes and improved ...
Yin Li +16 more
wiley +1 more source
Aberrant Splicing Signatures Underpin Oligodendrocyte Damage in ALS and Neuron Loss in FTD
Integrating bulk and single‐nucleus RNA‐seq from ALS and FTD patients, we revealed distinct cellular dysfunctions, with severe oligodendrocyte damage in ALS and pronounced neuron loss in FTD. We identified cell‐type‐specific aberrant splicing events as potential biomarkers with robust classification performance, some of which produce de novo peptides ...
Chen Du +6 more
wiley +1 more source
Artificial Intelligence in Ocular Transcriptomics: Applications of Unsupervised and Supervised Learning. [PDF]
Lalman C, Yang Y, Walker JL.
europepmc +1 more source
Subclass-Aware Contrastive Semi-Supervised Learning for Inflammatory Bowel Disease Classification from Colonoscopy Images. [PDF]
Lin K +5 more
europepmc +1 more source
Multimodal Self-Supervised Learning for Early Alzheimer's: Cross-Modal MRI-PET, Longitudinal Signals, and Site Invariance. [PDF]
Ali SB +3 more
europepmc +1 more source
Data-Efficient Deep Learning Framework for Urolithiasis Detection Using Transfer and Self-Supervised Learning. [PDF]
Kim JS, Eun SJ.
europepmc +1 more source
River extraction from high-resolution remote sensing images based on non-uniform sampling and semi-supervised learning. [PDF]
Wang K, Han L, Li L.
europepmc +1 more source
Self-supervised learning with BYOL for anterior cruciate ligament tear detection from knee MRI. [PDF]
Aidarkhan A +7 more
europepmc +1 more source

