Machine learning models to select potential inhibitors of acetylcholinesterase activity from SistematX: a natural products database

Cheung J(2012)Structures of human acetylcholinesterase in complex with pharmacologically important ligands J Med Chem 55 10282-6

Rudolph MJ(2003)Expression and localization of acetylcholinesterase at the neuromuscular junction J Neurocytol 32 743-66

Burshteyn F(2020)Potent acetylcholinesterase inhibitors: potential drugs for Alzheimer’s disease Mini Rev Med Chem 20 703-15

Cassidy MS(2013)Acetylcholinesterase inhibitors: pharmacology and toxicology Curr Neuropharmacol 11 315-335

Gary EN(2021)Metabolic disorder in Alzheimer’s disease Metab Brain Dis 26 2216-24

Love J(2021)Acetylcholinesterase inhibitors and cognitive stimulation, combined and alone, in treating individuals with mild Alzheimer’s disease Aging Clin Exp Res 10 29-803

Rotundo RL(2009)Predicting inhibitors of acetylcholinesterase by regression and classification machine learning approaches with combinations of molecular descriptors Pharm Res 83 770-D9

Akıncıoğlu H(2021)Natural compounds for the prevention and treatment of cardiovascular and neurodegenerative diseases Foods 53 e1-13

Gülçin İ(2020)Natural products as sources of new drugs over the nearly four decades from 01/1981 to 09/2019 J Nat Prod 43 D935-44

Mirjana BC(2019)The role of natural products in modern drug discovery Anais da Academia Brasileira de Ciências 13 1-D201

Cheung J(2012)Structures of human acetylcholinesterase in complex with pharmacologically important ligands J Med Chem 55 10282-6

Rudolph MJ(2003)Expression and localization of acetylcholinesterase at the neuromuscular junction J Neurocytol 32 743-66

Burshteyn F(2020)Potent acetylcholinesterase inhibitors: potential drugs for Alzheimer’s disease Mini Rev Med Chem 20 703-15

Cassidy MS(2013)Acetylcholinesterase inhibitors: pharmacology and toxicology Curr Neuropharmacol 11 315-335

Gary EN(2021)Metabolic disorder in Alzheimer’s disease Metab Brain Dis 26 2216-24

Love J(2021)Acetylcholinesterase inhibitors and cognitive stimulation, combined and alone, in treating individuals with mild Alzheimer’s disease Aging Clin Exp Res 10 29-803

Rotundo RL(2009)Predicting inhibitors of acetylcholinesterase by regression and classification machine learning approaches with combinations of molecular descriptors Pharm Res 83 770-D9

Akıncıoğlu H(2021)Natural compounds for the prevention and treatment of cardiovascular and neurodegenerative diseases Foods 53 e1-13

Gülçin İ(2020)Natural products as sources of new drugs over the nearly four decades from 01/1981 to 09/2019 J Nat Prod 43 D935-44

Mirjana BC(2019)The role of natural products in modern drug discovery Anais da Academia Brasileira de Ciências 13 1-D201