Hyper-RAG: combating LLM hallucinations using hypergraph-driven retrieval-augmented generation. [PDF]
Feng Y +10 more
europepmc +1 more source
A multi‐level analytical framework, integrating protein‐level persistence analysis, nontargeted HRMS formula tracking, peptide‐level proteomics, and targeted monomer quantification under varying redox conditions, together with FMO calculations reveal that ammonification is limited by medium molecular weight nitrogenous multimers.
Jing Li +4 more
wiley +1 more source
A graph retrieval-augmented generation pipeline for systematic drug target discovery: validation and application to ocular neovascularization. [PDF]
Mun Y +6 more
europepmc +1 more source
Predicting Enzyme Turnover Numbers and Enabling Rational Enzyme Evolution
MCKcat, a deep learning framework combining multi‐scale convolution and cross‐attention, accurately predicts enzyme turnover number (kcat) by fusing sequence and reaction representations. It couples with rational design in a two‐step strategy for Bacillus aryabhattai laccase engineering, achieving a 75% positive rate with synergistically enhanced ...
Fengya Ge +6 more
wiley +1 more source
MuseRAG++: a deep retrieval-augmented generation framework for semantic interaction and multi-modal reasoning in virtual museums. [PDF]
Hu Y.
europepmc +1 more source
SAT1‐Induced Spermidine Depletion Potentiates Food Allergy
Spermidine depletion, driven by upregulated spermidine/spermine N1‐acetyltransferase (SAT1), potentiates food allergy by promoting mast cell degranulation through autophagy suppression. SAT1 physically interacts with the long noncoding RNA Cdk19os to inhibit Atg5 and Atg7, disrupting autophagic flux.
Manman Liu +8 more
wiley +1 more source
Automated candidate confounder scoping for adjustment in clinical research: a retrieval-augmented generation approach. [PDF]
Li J +9 more
europepmc +1 more source
Plant‐derived nanovesicles from Platycodon grandiflorus act as bioactive lipid delivery platforms that transport γ‐linolenic acid into gastric cancer cells. This lipid cargo promotes ferroptotic lipid peroxidation, remodels membrane mechanics, and increases tumor‐cell susceptibility to cytotoxic T‐cell attack.
Jian Wu +9 more
wiley +1 more source
Retrieval-Augmented Generation-Enabled Multimodal Large Language Model for Histopathologic Grading of Cutaneous Squamous Cell Carcinoma and Melanocytic Nevi. [PDF]
Mijares J +6 more
europepmc +1 more source

