TY - GEN
T1 - Discovery of Novel Alpha-Amylase Inhibitors for Type II Diabetes Mellitus Through the Fragment-Based Drug Design
AU - Yulianti,
AU - Kantale, Agustinus Corona Boraelis
AU - Tambunan, Usman Sumo Friend
N1 - Publisher Copyright:
© 2019, Springer Nature Switzerland AG.
PY - 2019/1/1
Y1 - 2019/1/1
N2 -
Diabetes mellitus is a metabolic disorder leading to hyperglycemia and organ damage. In 2017, the International Diabetes Federation (IDF) reported that about 425 million people living with diabetes, most of which suffer from type 2 diabetes mellitus. The drug development for controlling glucose level is crucial to treat people with type 2 diabetes mellitus. Alpha-amylase plays an imperative role in carbohydrate hydrolysis. Hence, the inhibition of alpha-amylase, which halt the glucose absorption, can be a promising pathway for developing type 2 diabetes mellitus drugs. Natural product has been known as the lead drugs for various diseases. In this research, the fragment merging drug design was performed by employing both the existing drug, voglibose, as the template and the natural product compounds to generate newly constructed ligands. The fragments were acquired from ZINC15 natural product database and then were screened according to Astex’s Rules of Three, pharmacophore properties, and molecular docking simulation. The 482 selected fragments were evaluated under Lipinski’s Rule of Five and toxicity effects using DataWarrior software. The ligands underwent molecular flexible docking simulation followed by the ADME-Tox prediction by using Toxtree, AdmetSAR, and SwissADME software. In the end, two lead compounds showed the best properties as an alpha-amylase inhibitor based on their low ΔG
binding
, acceptable RMSD score, favorable pharmacological properties, and molecular interaction.
AB -
Diabetes mellitus is a metabolic disorder leading to hyperglycemia and organ damage. In 2017, the International Diabetes Federation (IDF) reported that about 425 million people living with diabetes, most of which suffer from type 2 diabetes mellitus. The drug development for controlling glucose level is crucial to treat people with type 2 diabetes mellitus. Alpha-amylase plays an imperative role in carbohydrate hydrolysis. Hence, the inhibition of alpha-amylase, which halt the glucose absorption, can be a promising pathway for developing type 2 diabetes mellitus drugs. Natural product has been known as the lead drugs for various diseases. In this research, the fragment merging drug design was performed by employing both the existing drug, voglibose, as the template and the natural product compounds to generate newly constructed ligands. The fragments were acquired from ZINC15 natural product database and then were screened according to Astex’s Rules of Three, pharmacophore properties, and molecular docking simulation. The 482 selected fragments were evaluated under Lipinski’s Rule of Five and toxicity effects using DataWarrior software. The ligands underwent molecular flexible docking simulation followed by the ADME-Tox prediction by using Toxtree, AdmetSAR, and SwissADME software. In the end, two lead compounds showed the best properties as an alpha-amylase inhibitor based on their low ΔG
binding
, acceptable RMSD score, favorable pharmacological properties, and molecular interaction.
KW - Alpha-amylase
KW - Fragment-based drug design
KW - Type 2 diabetes mellitus
UR - http://www.scopus.com/inward/record.url?scp=85065828731&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-17938-0_3
DO - 10.1007/978-3-030-17938-0_3
M3 - Conference contribution
AN - SCOPUS:85065828731
SN - 9783030179373
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 25
EP - 35
BT - Bioinformatics and Biomedical Engineering - 7th International Work-Conference, IWBBIO 2019, Proceedings
A2 - Ortuño, Francisco
A2 - Valenzuela, Olga
A2 - Rojas, Ignacio
A2 - Rojas, Fernando
A2 - Ortuño, Francisco
PB - Springer Verlag
T2 - 7th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2019
Y2 - 8 May 2019 through 10 May 2019
ER -