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Published in 2024 at "Small"
DOI: 10.1002/smll.202401416
Abstract: Along with an ever-deepening understanding of the catalytic principle of natural enzymes, the rational design of high-activity biomimetic nanozymes has become a hot topic in current research. Inspired by the active centers of natural enzymes…
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Keywords:
detection;
fluorescence detection;
cos2;
binding pockets ... See more keywords
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Published in 2025 at "Journal of agricultural and food chemistry"
DOI: 10.1021/acs.jafc.5c05979
Abstract: Enzymes, recognized for their remarkable catalytic efficiency, play a crucial role in a myriad of biochemical reactions. However, the catalytic performance of natural enzymes frequently does not meet the demands of specific applications. To address…
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Keywords:
binding pockets;
engineering;
enzyme;
computer aided ... See more keywords
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Published in 2023 at "Journal of medicinal chemistry"
DOI: 10.1021/acs.jmedchem.2c02067
Abstract: Systemic inflammatory response syndrome (SIRS), characterized by severe systemic inflammation, represents a major cause of health loss, potentially leading to multiple organ failure, shock, and death. Exploring potent RIPK1 inhibitors is an effective therapeutic strategy…
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Keywords:
binding pockets;
allosteric atp;
atp binding;
alkynyl ... See more keywords
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Published in 2024 at "RSC Advances"
DOI: 10.1039/d3ra08147h
Abstract: This study introduces the PocketCFDM generative diffusion model, aimed at improving the prediction of small molecule poses in the protein binding pockets. The model utilizes a novel data augmentation technique, involving the creation of numerous…
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Keywords:
diffusion model;
artificial binding;
generative diffusion;
binding pockets ... See more keywords
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Published in 2025 at "Proceedings of the National Academy of Sciences of the United States of America"
DOI: 10.1073/pnas.2422346122
Abstract: Significance Only a few dozen RNA–ligand complexes, involving small molecules with favorable (drug-like) physicochemical properties, have been visualized at high resolution. Manipulation of RNA biology using small molecule ligands is thus a promising, yet currently…
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Keywords:
pockets rna;
binding pockets;
biology;
rna ... See more keywords
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Published in 2019 at "Bioinformatics"
DOI: 10.1093/bioinformatics/bty583
Abstract: Motivation: Structure‐based drug discovery methods exploit protein structural information to design small molecules binding to given protein pockets. This work proposes a purely data driven, structure‐based approach for imaging ligands as spatial fields in target…
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Keywords:
using convolutional;
binding pockets;
inpainting binding;
structure based ... See more keywords
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Published in 2024 at "Journal of Cheminformatics"
DOI: 10.1186/s13321-024-00871-8
Abstract: Previous deep learning methods for predicting protein binding pockets mainly employed 3D convolution, yet an abundance of convolution operations may lead the model to excessively prioritize local information, thus overlooking global information. Moreover, it is…
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Keywords:
information;
binding pockets;
protein;
prediction ... See more keywords
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Published in 2020 at "PeerJ"
DOI: 10.7717/peerj.8864
Abstract: Accurate identification of ligand-binding pockets in a protein is important for structure-based drug design. In recent years, several deep learning models were developed to learn important physical–chemical and spatial information to predict ligand-binding pockets in…
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Keywords:
binding pockets;
deepbindpoc;
method;
ligand binding ... See more keywords