AIMC Topic: Histone Deacetylase 1

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Classification models and SAR analysis on HDAC1 inhibitors using machine learning methods.

Molecular diversity Jun 23, 2022
Histone deacetylase (HDAC) 1, a member of the histone deacetylases family, plays a pivotal role in various tumors. In this study, we collected 7313 human HDAC1 inhibitors with bioactivities to form a dataset. Then, the dataset was divided into a trai...
Humans Machine Learning Algorithms Support Vector Machine Structure-Activity Relationship Molecular Structure Histone Deacetylase 1
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PTML Modeling for Alzheimer's Disease: Design and Prediction of Virtual Multi-Target Inhibitors of GSK3B, HDAC1, and HDAC6.

Current topics in medicinal chemistry Jan 1, 2020
BACKGROUND: Alzheimer's disease is characterized by a progressive pattern of cognitive and functional impairment, which ultimately leads to death. Computational approaches have played an important role in the context of drug discovery for anti-Alzhei...
Humans Neural Networks, Computer Machine Learning Drug Design Models, Molecular Molecular Structure Alzheimer Disease Protein Kinase Inhibitors Glycogen Synthase Kinase 3 beta Histone Deacetylase Inhibitors Histone Deacetylase 1 Histone Deacetylase 6
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