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A machine learning model for classifying G-protein-coupled receptors as agonists or antagonists
BACKGROUND: G-protein coupled receptors (GPCRs) sense and transmit extracellular signals into the intracellular machinery by regulating G proteins. GPCR malfunctions are associated with a variety of signaling-related diseases, including cancer and diabetes; at least a third of the marketed drugs tar...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9389651/ https://www.ncbi.nlm.nih.gov/pubmed/35982407 http://dx.doi.org/10.1186/s12859-022-04877-7 |