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Characterizing Drug–Target Interactions: Shifting towards the Clinic

Trends in Pharmacological Sciences, 2020
Recently, Perrin et al. reported the application of thermal proteome profiling (TPP), a cellular thermal shift assay with an unbiased proteomics readout to complex tissue samples from model organisms and patient-derived whole blood. This study demonstrates for the first time that TPP enables organ-specific drug target engagement and identification ...
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The dynamics of drug-target interactions: drug-target residence time and its impact on efficacy and safety

Expert Opinion on Drug Discovery, 2010
The extent and duration of pharmacological action is determined by the lifetime of drug occupancy on a molecular target. This lifetime is defined by dynamic processes that control the rates of drug association and dissociation from the target. Recently, the term residence time has been coined to describe experimental measurements that can be related to
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Protein-Protein Interactions as Drug Targets

2012
Over the last two decades, a number of protein-protein interactions (PPIs) have been targeted by the pharmaceutical industry. Pharma as a whole has historically considered PPIs to be undruggable or at the very least high-risk targets, and the relative lack of success in modulating PPIs with small molecules has done little to change this prevailing view.
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Drug-Target Interaction Prediction Based on Transformer

2022
Junkai Liu   +3 more
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A survey of drug-target interaction and affinity prediction methods via graph neural networks

Computers in Biology and Medicine, 2023
Na Han, Aqing Yang, Hongmin Cai
exaly  

Current status and future prospects of drug–target interaction prediction

Briefings in Functional Genomics, 2021
Xiaoqing Ru   +2 more
exaly  

TripletMultiDTI: Multimodal representation learning in drug-target interaction prediction with triplet loss function

Expert Systems With Applications, 2023
Alireza Dehghan   +2 more
exaly  

CoaDTI: multi-modal co-attention based framework for drug–target interaction annotation

Briefings in Bioinformatics, 2022
Jiecong Lin   +2 more
exaly  

Metapath-aggregated heterogeneous graph neural network for drug–target interaction prediction

Briefings in Bioinformatics, 2023
Mei Li, Xiangrui Cai, Sihan Xu
exaly  

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