Deep Contrastive Learning for High‐Throughput Prediction of Drug Resistance Mutations from Sequences
This study presents DeepMutDTA, a deep learning framework aimed at predicting mutation‐induced changes in protein‐drug interactions and prioritizing variants potentially linked to drug resistance. Trained on large‐scale data, it incorporates SimSiam‐MuTF, a label‐aware contrastive fine‐tuning strategy that encourages separation between WT and MT ...
Xiaowen Hu +7 more
wiley +1 more source
Burden of anxiety disorders in Colombia: subnational DALY estimates and territorial inequalities, 2016-2022. [PDF]
Gutierrez-Lesmes OA +2 more
europepmc +1 more source
This study uncovers hierarchical coordination between K11 lactylation and S199 phosphorylation of CKB in cerebral ischemia‐reperfusion injury. Such dual modifications potentiate CKB enzymatic function, remodel energy metabolism, alleviate oxidative stress and neuronal damage, and represent a viable therapeutic target for stroke treatment.
Chao Duan +17 more
wiley +1 more source
Real-time dynamic prediction of in-hospital mortality in hyperglycemic crisis patients using temporal deep learning. [PDF]
Tao Y +9 more
europepmc +1 more source
The burden quantitative trait locus (bQTL) analysis integrates epidemiological data from GBD study with genotype of 2 621 978 SNPs from 2414 individuals in 1000 Genomes Project across 20 countries. rs7633471 shows the strongest effect that each increase in centi‐allele frequency of the allele C associated with 10.00 decrease of age‐standardized ...
Chen Sun +27 more
wiley +1 more source
Reconstructing healthcare networks from patient transfer data: A systematic review. [PDF]
Hodbert E +5 more
europepmc +1 more source
Innate Immunocompetent hiPSC‐Derived Neurospheroids Capture Early CNS Responses to rAAV
Knowledge of human CNS immune responses to AAV‐based gene therapies remains limited due to the lack of immune‐competent human models. Here, a hiPSC‐derived 3D neuroimmune platform integrating neurospheroids and microglia is established using stirred‐tank bioreactors.
Catarina M. Gomes +14 more
wiley +1 more source
Deep learning-based in-hospital mortality prediction using long-term sequential data in ICU patients: a multi-center validation study. [PDF]
Yan Z +5 more
europepmc +1 more source
Single‐cell longitudinal profiling reveals that androgen‐deprivation therapy induces a DPT+ fibroblast‐complement axis that suppresses macrophage inflammation and drives CD8+ T cell exhaustion in prostate cancer. Concurrently, resistant epithelial subpopulations persist and engage TSPAN1‐ and NRXN1‐mediated programs promoting CRPC and neuroendocrine ...
Yang Chen +19 more
wiley +1 more source
Effect of database, pre-processing pipeline, and scan duration on rs-fMRI functional connectivity based treatment targets for TMS obtained using the Stanford Neuromodulation Therapy (SNT) protocol. [PDF]
Yu L, Li X, Roberts N, Huang X, Xing H.
europepmc +1 more source

