1
|
Murugaiyaa Pandiyan S, Shanmugaraj P, Manoharan JP, Vidyalakshmi S. A network pharmacological approach to reveal the multidrug resistance reversal and associated mechanisms of acetogenins against colorectal cancer. J Biomol Struct Dyn 2022; 40:13527-13546. [PMID: 34669561 DOI: 10.1080/07391102.2021.1990130] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Multidrug Resistance (MDR) in tumors is caused by the over-expression of ATP Binding Cassette transporter proteins such as Multidrug Resistance Protein 1 and Breast Cancer Resistance Protein 1. This in silico study focuses on identifying a MDR inhibitor among acetogenins (AGEs) of Annona muricata and also aims at predicting colorectal cancer (CRC) core targets of AGEs through a network pharmacological approach. Twenty-four AGEs were initially screened for their ADME properties. Molecular interaction studies were performed with the two proteins MRP1 and BCRP1. As the structure of MRP1 was not available, an inward-facing conformation of MRP1 was modeled. A Protein-protein interaction network was constructed for the correlating targets of CRC. KEGG pathway and Gene Ontology analysis were performed for the predicted CRC targets. We identified four lead AGEs: Muricatocin B, Annonacinone, Annonacin A and Annomuricin E having a higher binding affinity towards MDR proteins. MD simulation studies performed with the three lead AGEs and the MDR proteins showed that MRP1(DBD): Annomuricin E complex was stable throughout the simulation. Our analysis revealed ABCG2, ERBB2, STAT3, AR, SRC and ABCC1 as CRC targets of the lead molecules. The top 10 signaling pathways and functions of correlative CRC targets were also predicted. We conclude that the identified lead molecules might act as competitive inhibitors for reversing MDR in CRC. Additionally, network pharmacological studies established the correlative CRC targets and their mechanisms of action. Further experimental studies are needed to validate our findings. Communicated by Ramaswamy H. Sarma.
Collapse
|
2
|
Zhai R, Ma J, An Y, Wen Z, Liu Y, Sun Q, Xie P, Zhao S. Ultra-stable Linalool/water Pickering Emulsions: A Combined Experimental and Simulation Study. Colloids Surf A Physicochem Eng Asp 2022. [DOI: 10.1016/j.colsurfa.2022.130034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
|
3
|
Szöllősi D, Chiba P, Szakacs G, Stockner T. Conversion of chemical to mechanical energy by the nucleotide binding domains of ABCB1. Sci Rep 2020; 10:2589. [PMID: 32054924 PMCID: PMC7018802 DOI: 10.1038/s41598-020-59403-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Accepted: 01/27/2020] [Indexed: 01/13/2023] Open
Abstract
P-glycoprotein (ABCB1) is an important component of barrier tissues that extrudes a wide range of chemically unrelated compounds. ABCB1 consists of two transmembrane domains forming the substrate binding and translocation domain, and of two cytoplasmic nucleotide binding domains (NBDs) that provide the energy by binding and hydrolyzing ATP. We analyzed the mechanistic and energetic properties of the NBD dimer via molecular dynamics simulations. We find that MgATP stabilizes the NBD dimer through strong attractive forces by serving as an interaction hub. The irreversible ATP hydrolysis step converts the chemical energy stored in the phosphate bonds of ATP into potential energy. Following ATP hydrolysis, interactions between the NBDs and the ATP hydrolysis products MgADP + Pi remain strong, mainly because Mg2+ forms stabilizing interactions with ADP and Pi. Despite these stabilizing interactions MgADP + Pi are unable to hold the dimer together, which becomes separated by avid interactions of MgADP + Pi with water. ATP binding to the open NBDs and ATP hydrolysis in the closed NBD dimer represent two steps of energy input, each leading to the formation of a high energy state. Relaxation from these high energy states occurs through conformational changes that push ABCB1 through the transport cycle.
Collapse
Affiliation(s)
- Dániel Szöllősi
- Medical University of Vienna, Center for Physiology and Pharmacology, Institute of Pharmacology, Waehringerstr. 13A, 1090, Vienna, Austria
| | - Peter Chiba
- Medical University of Vienna, Institute of Medical Chemistry, Center for Pathobiochemistry and Genetics, Waehringerstr. 10, 1090, Vienna, Austria
| | - Gergely Szakacs
- Medical University of Vienna, Institute of Cancer Research, Borschkegasse 8A, 1090, Vienna, Austria
| | - Thomas Stockner
- Medical University of Vienna, Center for Physiology and Pharmacology, Institute of Pharmacology, Waehringerstr. 13A, 1090, Vienna, Austria.
| |
Collapse
|
4
|
Tamura K, Sugimoto H, Shiro Y, Sugita Y. Chemo-Mechanical Coupling in the Transport Cycle of a Heme ABC Transporter. J Phys Chem B 2019; 123:7270-7281. [PMID: 31362510 DOI: 10.1021/acs.jpcb.9b04356] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
The heme importer from pathogenic bacteria is a member of the ATP-binding cassette (ABC) transporter family, which uses the energy of ATP-binding and hydrolysis for extensive conformational changes. Previous studies have indicated that conformational changes after heme translocation are triggered by ATP-binding to nucleotide binding domains (NBDs) and then, in turn, induce conformational transitions of the transmembrane domains (TMDs). In this study, we applied a template-based iterative all-atom molecular dynamics (MD) simulation to predict the ATP-bound outward-facing conformation of the Burkholderia cenocepacia heme importer BhuUV-T. The resulting model showed a stable conformation of the TMD with the cytoplasmic gate in the closed state and the periplasmic gate in the open state. Furthermore, targeted MD simulation predicted the intermediate structure of an occluded form (Occ) with bound ATP, in which both ends of the heme translocation channel are closed. The MD simulation of the predicted Occ revealed that Ser147 on the ABC signature motifs (LSGG[Q/E]) of NBDs occasionally flips and loses the active conformation required for ATP-hydrolysis. The flipping motion was found to be coupled to the inter-NBD distance. Our results highlight the functional significance of the signature motif of ABC transporters in regulation of ATPase and chemo-mechanical coupling mechanism.
Collapse
Affiliation(s)
- Koichi Tamura
- Computational Biophysics Research Team , RIKEN Center for Computational Science , 6-7-1 minatojima-Minamimachi, Chuo-ku , Kobe , Hyogo 650-0047 , Japan
| | - Hiroshi Sugimoto
- Graduate School of Life Science , University of Hyogo , 3-2-1 Kouto, Kamigori , Ako , Hyogo 678-1297 , Japan.,Synchrotron Radiation Life Science Instrumentation Team , RIKEN SPring-8 Center , 1-1-1 Kouto , Sayo , Hyogo 679-5148 , Japan
| | - Yoshitsugu Shiro
- Graduate School of Life Science , University of Hyogo , 3-2-1 Kouto, Kamigori , Ako , Hyogo 678-1297 , Japan
| | - Yuji Sugita
- Computational Biophysics Research Team , RIKEN Center for Computational Science , 6-7-1 minatojima-Minamimachi, Chuo-ku , Kobe , Hyogo 650-0047 , Japan.,Theoretical Molecular Science Laboratory , RIKEN Cluster for Pioneering Research , 2-1 Hirosawa , Wako , Saitama 351-0198 , Japan.,Laboratory for Biomolecular Function Simulation , RIKEN Center for Biosystems Dynamics Research , 6-7-1 minatojima-Minamimachi, Chuo-ku , Kobe , Hyogo 650-0047 , Japan
| |
Collapse
|