A Generative Neuro‐Symbolic AI for Protein Sequence Design
We introduce EffieDes, a neuro‐symbolic framework coupling deep learning‐based fitness landscape parameterization with exact automated reasoning. Unlike greedy sampling, EffieDes identifies sequences that globally optimize fitness while satisfying intricate design constraints.
Marianne Defresne +12 more
wiley +1 more source
Molecular Survey of <i>Trypanosoma</i>, <i>Babesia</i> and <i>Theileria</i> Infections in Major Livestock and Rodents in Xinjiang, Northwestern China. [PDF]
Li Y +9 more
europepmc +1 more source
Sterol engineering enables precise control of mRNA lipid nanoparticles by tuning membrane organization. Replacing cholesterol with bile acid‐derived sterols redirects protein expression from the liver to the spleen. Notably, CA‐20 LNP enhances antigen‐specific immune responses while exhibiting a favorable safety profile, highlighting sterols as a ...
Sanghyuk Jeon +27 more
wiley +1 more source
Hydrogen‐driven iron oxide reduction, water‐iron corrosion, and hydrogen embrittlement of metallic iron share the same Fe‐O‐H chemistry. A general‐purpose Atomic Cluster Expansion potential covers this chemistry across the full concentration range with explicit Ising‐like treatment of magnetism.
Baptiste Bienvenu +5 more
wiley +1 more source
Effects of rifaximin in fructose-induced steatohepatitis in rats. [PDF]
Kiyak M.
europepmc +1 more source
A previously unrecognized IRE1‐XBP1s‐Slc6a4 signaling axis links endoplasmic reticulum stress to serotonin metabolism, autophagy, and inflammatory osteoclastogenesis. By promoting intracellular serotonin uptake and reducing endogenous 3‐methyladenine accumulation, this pathway accelerates inflammatory bone destruction and provides a promising ...
Pengchao Yang +14 more
wiley +1 more source
Temperature-Dependent Dynamics of Aβ42 and α-Synuclein Monomers and Early Oligomerization of Aβ42: Shared Residues Mediate Intra- and Intermolecular β-Sheets. [PDF]
Martins GF, Rocha C, Galamba N.
europepmc +1 more source
Deep Learning Prediction of O‐Glycopeptide Tandem Mass Spectra Enhances O‐Glycoproteomics
DeepGPO integrates Transformer and graph neural networks with tailored training strategies, including data augmentation, loss re‐weighting, and pre‐training, to achieve high‐quality O‐glycopeptide MS/MS spectra prediction. The predicted MS/MS spectra are used to localize O‐glycosylation sites from HCD MS/MS data, enhancing O‐glycoproteomics analysis ...
Yu Zong, Yuxin Wang, Liang Qiao
wiley +1 more source
Network reorganization of a cold-adapted β-glucosidase couples conformational flexibility to catalytic efficiency under low-temperature conditions. [PDF]
He X +6 more
europepmc +1 more source
Other title: Testimony on Senate Bill 310 Other title: Senate Bill 310 Other title: SB 310
application/pdf; "February 2, 2012." Testimony before the Kansas Legislature, Senate Natural Resources Committee, presented by David W. Barfield, Chief Engineer, Division of Water Resources, Kansas Department of Agriculture.Testimony in support of SB 310,
Barfield, David W., P.E.
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