TY - JOUR
T1 - Pharmacokinetic, DFT Modeling, Molecular Docking, and Molecular Dynamics Simulation Approaches
T2 - Diptoindonesin A as a Potential Inhibitor of Sirtuin-1
AU - Abdjan, Muhammad Ikhlas
AU - Aminah, Nanik Siti
AU - Kristanti, Alfinda Novi
AU - Siswanto, Imam
AU - Saputra, Mirza Ardella
AU - Takaya, Yoshiaki
N1 - Funding Information:
Here we describe the differences between DS1 and DS2 in the forms of electronic structure properties and their interactions with the SIRT1 enzyme. Proton chemical shift was modeled using the B3LYP/6-311++G(d,p) approach and agreed with the experimental results. The presence of a glucose group in the DS1 structure increased the reactivity properties through Fukui function, MEP, and global reactivity analyses. Prediction of binding affinity and key residues of inhibitors against the SIRT1 enzyme was studied through molecular docking and MD simulation. The binding affinity prediction displayed a similar trend between the grid score and ∆Gbind, namely DS1-SIRT1 < 1NS-SIRT1 < DS2-SIRT1. Meanwhile, the calculation of ∆G?bindresidue showed 21 key residues (Ile12, Lys21, Phe91, Arg92, Ile97, Pro111, Gln112, Met114, Phe115, Gln163, Asn164, Ile165, Asp166, Hie181, Ile229, Val230, Phe231, Phe232, Lys262, Val263, and Arg264), which were responsible for stabilizing the interaction at the binding site of the SIRT1 enzyme. Furthermore, atomic interactions showed that the presence of a glucose group (3'-OH) could increase the interaction of the Val230 residue with a strong H-bond category (PO: 89.22%). In conclusion, a glucose group on the C-12b atom of -viniferin increased the inhibitory efficiency of SIRT1 compared to -viniferin. Acknowledgments We are grateful for this work's computational resources supported by UCoE Research Center for Bio-Molecule Engineering, Universitas Airlangga (BIOME-UNAIR). This study was supported by the research grant Program of “HIBAH RISET MANDAT 2022” from Universitas Airlangga. Contract Number: 214/UN3.15/PT/2022.
Publisher Copyright:
© Engineered Science Publisher LLC 2023.
PY - 2023/2
Y1 - 2023/2
N2 - Sirtuin 1 (SIRT1) is a class III histone deacetylase that regulates several cellular processes. SIRT1 overexpression is found in many cancer cases and is a potential therapeutic target. Unlike resveratrol, several stilbenoid dimers have been identified as SIRT1 inhibitors. This work studied the interaction and dynamic behavior of stilbenoid dimers and SIRT1. Prediction of binding free energy (∆Gbind) was calculated using the QM/MM-GBSA approach for each system, which resulted in 1NS-SIRT1: -21.44 kcal/mol, DS1-SIRT1: -25.94 kcal/mol, and DS2-SIRT1: -12.48 kcal/mol. These indicated that DS1 has a better chance as a SIRT1 inhibitor than DS2. The presence of glucose groups in DS1 potentially increased intermolecular interactions in the form of key residues and hydrogen bonds. Additionally, the quantum mechanical properties of DS1 and DS2 using the DFT/B3LYP/6-311++G(d,p) method were applied. The DS1 has three hydroxyls in the glucose group (3'-OH, 4'-OH, and 6'-OH) that could be reactive as nucleophiles and electrophiles. Furthermore, pharmacokinetic studies showcased the non-toxic properties of DS1. The analyses presented in this study could provide information on the quantum mechanical properties and inhibitory efficiency of stilbenoid dimers based on computational studies.
AB - Sirtuin 1 (SIRT1) is a class III histone deacetylase that regulates several cellular processes. SIRT1 overexpression is found in many cancer cases and is a potential therapeutic target. Unlike resveratrol, several stilbenoid dimers have been identified as SIRT1 inhibitors. This work studied the interaction and dynamic behavior of stilbenoid dimers and SIRT1. Prediction of binding free energy (∆Gbind) was calculated using the QM/MM-GBSA approach for each system, which resulted in 1NS-SIRT1: -21.44 kcal/mol, DS1-SIRT1: -25.94 kcal/mol, and DS2-SIRT1: -12.48 kcal/mol. These indicated that DS1 has a better chance as a SIRT1 inhibitor than DS2. The presence of glucose groups in DS1 potentially increased intermolecular interactions in the form of key residues and hydrogen bonds. Additionally, the quantum mechanical properties of DS1 and DS2 using the DFT/B3LYP/6-311++G(d,p) method were applied. The DS1 has three hydroxyls in the glucose group (3'-OH, 4'-OH, and 6'-OH) that could be reactive as nucleophiles and electrophiles. Furthermore, pharmacokinetic studies showcased the non-toxic properties of DS1. The analyses presented in this study could provide information on the quantum mechanical properties and inhibitory efficiency of stilbenoid dimers based on computational studies.
KW - Computational studies
KW - Diptoindonesin A
KW - QM/MM-GBSA approach
KW - Quantum mechanics properties
KW - Sirtuin-1
UR - http://www.scopus.com/inward/record.url?scp=85149813285&partnerID=8YFLogxK
U2 - 10.30919/es8d794
DO - 10.30919/es8d794
M3 - Article
AN - SCOPUS:85149813285
SN - 2576-988X
VL - 21
JO - Engineered Science
JF - Engineered Science
M1 - 794
ER -