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Nnyigide OS, Lee SG, Hyun K. In Silico Characterization of the Binding Modes of Surfactants with Bovine Serum Albumin. Sci Rep 2019; 9:10643. [PMID: 31337814 PMCID: PMC6650617 DOI: 10.1038/s41598-019-47135-2] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Accepted: 07/09/2019] [Indexed: 01/10/2023] Open
Abstract
The binding interactions of the surfactants: anionic sodium dodecyl sulphate (SDS), cationic cetyltrimethylammonium bromide (CTAB), non-ionic octyl glucoside (OG), and zwitterionic 3-[Hexadecyl(dimethyl)ammonio]-1-propanesulfonate (HPS), with bovine serum albumin (BSA) were investigated by computer simulation. The results disclosed that the surfactants bound stably between hydrophobic subdomain IIA and IIIA where tryptophan-213 residue, an important intrinsic fluorophore in BSA is housed. The interactions of the surfactants with the BSA were electrostatic and hydrophobic interactions. The head-groups of SDS, HPS and OG formed hydrogen bonds with the BSA, while that of CTAB was shielded from intermolecular hydrogen-bonding due to intervening methyl groups. Subsequently, molecular dynamics (MD) simulation of the protein-surfactant complexes revealed that hydrogen bonds formed by OG were stronger than those of SDS and HPS. However, the decomposed force-field energies showed that OG had the least interaction energy with the BSA. In addition to MD simulation, it was found by density functional theory (DFT) that the differences in the coulomb interaction energies can be attributed to charge distribution in the surfactants. Overall, free energies calculated by linear interaction energy (LIE) proved that the binding of each surfactant was dominated by differences between van der Waals interactions in bound and free states.
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Affiliation(s)
- Osita Sunday Nnyigide
- School of Chemical and Biomolecular Engineering, Pusan National University, Busan, 46241, Korea
| | - Sun-Gu Lee
- School of Chemical and Biomolecular Engineering, Pusan National University, Busan, 46241, Korea.
| | - Kyu Hyun
- School of Chemical and Biomolecular Engineering, Pusan National University, Busan, 46241, Korea.
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Wang Y, Xu X, Song C, Wu J, Hu X, Zhu H, Zhang X, Wang Y, Gui L, Zhao M, Peng S. ATIQCTPC targeting MMP-9: a key step to slowing primary tumor growth and inhibiting metastasis of lewis lung carcinoma in vivo. Oncotarget 2017; 8:63881-63889. [PMID: 28969037 PMCID: PMC5609969 DOI: 10.18632/oncotarget.19172] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2017] [Accepted: 06/02/2017] [Indexed: 01/28/2023] Open
Abstract
In this study we docked (6S)-3-acetyl-4-oxo-N-(2-(3,4,5,6-zetrahydroxytetrahydro-2H-pyran-2-carboxamido)ethyl)-4,6,7,12-tetrahydroindolo[2,3-a]quinolizine-6-carbo-xamide (ATIQCTPC) towards the active site of MMP-9, and showed that ATIQCTPC was able to effectively decrease the level of MMP-9 in the serum and the primary tumor of Lewis lung carcinoma (LLC) implanted C57BL/6 mice. As a MMP-9 inhibitor, ATIQCTPC inhibited the metastasis of LLC, and slowed the growth of the primary tumor of LLC implanted C57BL/6 in mice. The activities of ATIQCTPC to inhibit the ear edema and to decrease the serum levels of TNF-α and IL-8 of the mice treated with xylene were explored. The minimal effective dose of ATIQCTPC that can inhibit the primary tumour growth, prevent the metastasis of LLC and reduce the inflammatory response was 0.01 μmol/kg. The minimal effective dose of ATIQCTPC inhibiting tumour growth and metastasis was 100-fold lower than that of (S)-3-acetyl- 4-oxo-4,6,7,12-tetrahydroindolo[2,3-a]quinolizine-6-carboxylic acid (ATIQC, parent compound). The minimal effective dose of ATIQCTPC inhibiting inflammation was 110-fold lower than that of aspirin. These superiorities reflected the rationality of ATIQCTPC design. The safety of the therapy was explained by 1 μmol/kg of ATIQCTPC did not injure the kidney, the liver and the heart of the treated inflammation mice.
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Affiliation(s)
- Yuji Wang
- Beijing Area Major Laboratory of Peptide and Small Molecular Drugs, Engineering Research Center of Endogenous Prophylactic of Ministry of Education of China, Beijing Laboratory of Biomedical Materials, College of Pharmaceutical Sciences, Capital Medical University, Beijing, China
| | - Xinyi Xu
- Beijing Area Major Laboratory of Peptide and Small Molecular Drugs, Engineering Research Center of Endogenous Prophylactic of Ministry of Education of China, Beijing Laboratory of Biomedical Materials, College of Pharmaceutical Sciences, Capital Medical University, Beijing, China
| | - Ce Song
- Ruikang Hospital, Guangxi University of Chinese Medicine, Nanning, China
| | - Jianhui Wu
- Beijing Area Major Laboratory of Peptide and Small Molecular Drugs, Engineering Research Center of Endogenous Prophylactic of Ministry of Education of China, Beijing Laboratory of Biomedical Materials, College of Pharmaceutical Sciences, Capital Medical University, Beijing, China
| | - Xi Hu
- Beijing Area Major Laboratory of Peptide and Small Molecular Drugs, Engineering Research Center of Endogenous Prophylactic of Ministry of Education of China, Beijing Laboratory of Biomedical Materials, College of Pharmaceutical Sciences, Capital Medical University, Beijing, China
| | - Haimei Zhu
- Beijing Area Major Laboratory of Peptide and Small Molecular Drugs, Engineering Research Center of Endogenous Prophylactic of Ministry of Education of China, Beijing Laboratory of Biomedical Materials, College of Pharmaceutical Sciences, Capital Medical University, Beijing, China
| | - Xiaoyi Zhang
- Beijing Area Major Laboratory of Peptide and Small Molecular Drugs, Engineering Research Center of Endogenous Prophylactic of Ministry of Education of China, Beijing Laboratory of Biomedical Materials, College of Pharmaceutical Sciences, Capital Medical University, Beijing, China
| | - Yaonan Wang
- Beijing Area Major Laboratory of Peptide and Small Molecular Drugs, Engineering Research Center of Endogenous Prophylactic of Ministry of Education of China, Beijing Laboratory of Biomedical Materials, College of Pharmaceutical Sciences, Capital Medical University, Beijing, China
| | - Lin Gui
- Beijing Area Major Laboratory of Peptide and Small Molecular Drugs, Engineering Research Center of Endogenous Prophylactic of Ministry of Education of China, Beijing Laboratory of Biomedical Materials, College of Pharmaceutical Sciences, Capital Medical University, Beijing, China
| | - Ming Zhao
- Beijing Area Major Laboratory of Peptide and Small Molecular Drugs, Engineering Research Center of Endogenous Prophylactic of Ministry of Education of China, Beijing Laboratory of Biomedical Materials, College of Pharmaceutical Sciences, Capital Medical University, Beijing, China.,Department of Biomedical Science and Environmental Biology, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Shiqi Peng
- Beijing Area Major Laboratory of Peptide and Small Molecular Drugs, Engineering Research Center of Endogenous Prophylactic of Ministry of Education of China, Beijing Laboratory of Biomedical Materials, College of Pharmaceutical Sciences, Capital Medical University, Beijing, China
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Ramírez D, Caballero J. Is It Reliable to Use Common Molecular Docking Methods for Comparing the Binding Affinities of Enantiomer Pairs for Their Protein Target? Int J Mol Sci 2016; 17:ijms17040525. [PMID: 27104528 PMCID: PMC4848981 DOI: 10.3390/ijms17040525] [Citation(s) in RCA: 107] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2016] [Revised: 03/22/2016] [Accepted: 04/01/2016] [Indexed: 12/05/2022] Open
Abstract
Molecular docking is a computational chemistry method which has become essential for the rational drug design process. In this context, it has had great impact as a successful tool for the study of ligand–receptor interaction modes, and for the exploration of large chemical datasets through virtual screening experiments. Despite their unquestionable merits, docking methods are not reliable for predicting binding energies due to the simple scoring functions they use. However, comparisons between two or three complexes using the predicted binding energies as a criterion are commonly found in the literature. In the present work we tested how wise is it to trust the docking energies when two complexes between a target protein and enantiomer pairs are compared. For this purpose, a ligand library composed by 141 enantiomeric pairs was used, including compounds with biological activities reported against seven protein targets. Docking results using the software Glide (considering extra precision (XP), standard precision (SP), and high-throughput virtual screening (HTVS) modes) and AutoDock Vina were compared with the reported biological activities using a classification scheme. Our test failed for all modes and targets, demonstrating that an accurate prediction when binding energies of enantiomers are compared using docking may be due to chance. We also compared pairs of compounds with different molecular weights and found the same results.
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Affiliation(s)
- David Ramírez
- Centro de Bioinformática y Simulación Molecular (CBSM), Universidad de Talca. 2 Norte 685, Casilla 721, Talca, Chile.
| | - Julio Caballero
- Centro de Bioinformática y Simulación Molecular (CBSM), Universidad de Talca. 2 Norte 685, Casilla 721, Talca, Chile.
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Zhu H, Song Y, Wang Y, Zhao M, Ren Y, Wang Y, Zhao S, Wu J, Peng S. Design, synthesis and evaluation of a novel π–π stacking nano-intercalator as an anti-tumor agent. MEDCHEMCOMM 2016. [DOI: 10.1039/c5md00507h] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A strategy for designing safe and effective π–π stacking nano-intercalators as anti-tumor agents was presented for the first time.
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Affiliation(s)
- Haimei Zhu
- Beijing Area Major Laboratory of Peptide and Small Molecular Drugs
- Engineering Research Center of Endogenous Prophylactic of Ministry of Education of China
- Beijing Laboratory of Biomedical Materials
- College of Pharmaceutical Sciences of Capital Medical University
- 100069 Beijing
| | - Yuanbo Song
- Xiangya Hospital
- Central South University
- Changsha
- China
| | - Yuji Wang
- Beijing Area Major Laboratory of Peptide and Small Molecular Drugs
- Engineering Research Center of Endogenous Prophylactic of Ministry of Education of China
- Beijing Laboratory of Biomedical Materials
- College of Pharmaceutical Sciences of Capital Medical University
- 100069 Beijing
| | - Ming Zhao
- Beijing Area Major Laboratory of Peptide and Small Molecular Drugs
- Engineering Research Center of Endogenous Prophylactic of Ministry of Education of China
- Beijing Laboratory of Biomedical Materials
- College of Pharmaceutical Sciences of Capital Medical University
- 100069 Beijing
| | - Yi Ren
- Beijing Area Major Laboratory of Peptide and Small Molecular Drugs
- Engineering Research Center of Endogenous Prophylactic of Ministry of Education of China
- Beijing Laboratory of Biomedical Materials
- College of Pharmaceutical Sciences of Capital Medical University
- 100069 Beijing
| | - Yaonan Wang
- Beijing Area Major Laboratory of Peptide and Small Molecular Drugs
- Engineering Research Center of Endogenous Prophylactic of Ministry of Education of China
- Beijing Laboratory of Biomedical Materials
- College of Pharmaceutical Sciences of Capital Medical University
- 100069 Beijing
| | - Shurui Zhao
- Beijing Area Major Laboratory of Peptide and Small Molecular Drugs
- Engineering Research Center of Endogenous Prophylactic of Ministry of Education of China
- Beijing Laboratory of Biomedical Materials
- College of Pharmaceutical Sciences of Capital Medical University
- 100069 Beijing
| | - Jianhui Wu
- Beijing Area Major Laboratory of Peptide and Small Molecular Drugs
- Engineering Research Center of Endogenous Prophylactic of Ministry of Education of China
- Beijing Laboratory of Biomedical Materials
- College of Pharmaceutical Sciences of Capital Medical University
- 100069 Beijing
| | - Shiqi Peng
- Beijing Area Major Laboratory of Peptide and Small Molecular Drugs
- Engineering Research Center of Endogenous Prophylactic of Ministry of Education of China
- Beijing Laboratory of Biomedical Materials
- College of Pharmaceutical Sciences of Capital Medical University
- 100069 Beijing
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