Deep learning-based classification model for GPR151 activator activity prediction

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作者
Huangchao Xu
Baohua Zhang
Qian Liu
机构
[1] Chinese Academy of Sciences,Computer Network Information Center
[2] University of Chinese Academy of Sciences,undefined
来源
BMC Bioinformatics | / 24卷
关键词
Activity prediction; Deep learning; Feature extractor;
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[1]  
Xia L-P(2021)Gpr151 in nociceptors modulates neuropathic pain via regulating p2x3 function and microglial activation Brain 144 3405-3420
[2]  
Luo H(2021)G protein-coupled receptor gpr151 is involved in trigeminal neuropathic pain through the induction of g Pain 162 1434-1448
[3]  
Ma Q(2020)/extracellular signal-regulated kinase-mediated neuroinflammation in the trigeminal ganglion Proc Natl Acad Sci 117 5502-5509
[4]  
Xie Y-K(2022)The habenular g-protein-coupled receptor 151 regulates synaptic plasticity and nicotine intake Nat Commun 13 7408-74
[5]  
Li W(2018)G protein-coupled receptor 151 regulates glucose metabolism and hepatic gluconeogenesis Molecules 23 2520-555
[6]  
Hu H(2021)Artificial intelligence in drug design J Big Data 8 1-11
[7]  
Xu Z-Z(2018)Review of deep learning: concepts, CNN architectures, challenges, applications, future directions Nature 559 547-24
[8]  
Jiang B-C(2016)Machine learning for molecular and materials science BMC Bioinform 17 1-1147
[9]  
Zhang J(2020)A comparative study of smiles-based compound similarity functions for drug-target interaction prediction IEEE Trans Neural Netw Learn Syst 32 4-10
[10]  
Wu B(2021)A comprehensive survey on graph neural networks Bioinformatics 37 1140-9