1
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Mathur Y, Mohammad T, Anjum F, Shafie A, Elasbali AM, Uversky VN, Hassan MI. PyPAn: An Automated Graphical User Interface for Protein Sequence and
Structure Analyses. Protein Pept Lett 2022; 29:306-312. [DOI: 10.2174/0929866529666220210155421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 12/17/2021] [Accepted: 12/27/2021] [Indexed: 11/22/2022]
Abstract
Background:
Protein sequence and structure analyses have been essential components of
bioinformatics and structural biology. They provide a deeper insight into the physicochemical
properties, structure, and subsequent functions of a protein. Advanced computational approaches
and bioinformatics utilities help solve several issues related to protein analysis. Still, beginners and
non-professional may struggle when encountering a wide variety of computational tools and the
sheer number of input parameter variables required by each tool.
Methods:
We introduce a free-to-access graphical user interface (GUI) named PyPAn 'Python-based
Protein Analysis' for varieties of protein sequence/structure analyses. PyPAn serves as a universal
platform to analyze protein sequences, structure, and their properties. PyPAn facilitates onboard
analysis of each task in just a single click. It can be used to calculate the physicochemical properties,
including instability index and molar extinction coefficient, for a protein. PyPAn is one of the few
computational tools that allow users to generate a Ramachandran plot and calculate solvent
accessibility and the radius of gyration (Rg) of proteins at once. In addition, it can refine the protein
model along with computation and minimization of its energy.
Results:
PyPAn can generate a recommendation for an appropriate structure modelling method to
employ for a query protein sequence. PyPAn is one of the few, if not the only, Python-based
computational GUI tools with an array of options for the user to employ as they see fit.
Conclusion:
PyPAn aims to unify many successful academically significant proteomic applications
and is freely available for academic and industrial research uses at https://hassanlab.org/pypan.
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Affiliation(s)
- Yash Mathur
- Department of Computer Science, Jamia Millia Islamia, Jamia Nagar, New Delhi 110025, India
| | - Taj Mohammad
- Centre for
Interdisciplinary Research in Basic Sciences, Jamia Millia Islamia, Jamia Nagar, New Delhi 110025, India
| | - Farah Anjum
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Taif University, P.O. Box 11099,
Taif 21944, Saudi Arabia
| | - Alaa Shafie
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Taif University, P.O. Box 11099,
Taif 21944, Saudi Arabia
| | - Abdelbaset M. Elasbali
- Clinical Laboratory Science, College of Applied Sciences-Qurayyat, Jouf University, Jouf,
Saudi Arabia
| | - Vladimir N. Uversky
- Department of Molecular Medicine and Byrd Alzheimer\'s Research Institute, Morsani College of
Medicine, University of South Florida, Tampa, Florida, USA
| | - Md. Imtaiyaz Hassan
- Centre for
Interdisciplinary Research in Basic Sciences, Jamia Millia Islamia, Jamia Nagar, New Delhi 110025, India
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2
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Kataria A, Singh J, Kundu B. Identification and validation of
l
‐asparaginase as a potential metabolic target against
Mycobacterium tuberculosis. J Cell Biochem 2018; 120:143-154. [DOI: 10.1002/jcb.27169] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Accepted: 05/18/2018] [Indexed: 12/15/2022]
Affiliation(s)
- Arti Kataria
- Kusuma School of Biological Sciences Indian Institute of Technology Delhi New Delhi India
| | - Jasdeep Singh
- Kusuma School of Biological Sciences Indian Institute of Technology Delhi New Delhi India
| | - Bishwajit Kundu
- Kusuma School of Biological Sciences Indian Institute of Technology Delhi New Delhi India
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3
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Zhang Y, Gong W, Wang Y, Liu Y, Li C. Exploring movement and energy in human P-glycoprotein conformational rearrangement. J Biomol Struct Dyn 2018; 37:1104-1119. [PMID: 29620438 DOI: 10.1080/07391102.2018.1461133] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Human P-glycoprotein (P-gp), a kind of ATP-Binding Cassette transporter, can export a diverse variety of anti-cancer drugs out of the tumor cell. Its overexpression is one of the main reasons for the multidrug resistance (MDR) of tumor cells. It has been confirmed that during the substrate transport process, P-gp experiences a large-scale structural rearrangement from the inward- to outward-facing states. However, the mechanism of how the nucleotide-binding domains (NBDs) control the transmembrane domains (TMDs) to open towards the periplasm in the outward-facing state has not yet been fully characterized. Herein, targeted molecular dynamics simulations were performed to explore the conformational rearrangement of human P-gp. The results show that the allosteric process proceeds in a coupled way, and first the transition is driven by the NBDs, and then transmitted to the cytoplasmic parts of TMDs, finally to the periplasmic parts. The trajectories show that besides the translational motions, the NBDs undergo a rotation movement, which mainly occurs in xy plane and ensures the formation of the correct ATP-binding pockets. The analyses on the interaction energies between the six structure segments (cICLs) from the TMDs and NBDs reveal that their subtle energy differences play an important role in causing the periplasmic parts of the transmembrane helices to separate from each other in the established directions and in appropriate amplitudes. This conclusion can explain the two experimental phenomena about human P-gp in some extent. These studies have provided a detailed exploration into human P-gp rearrangement process and given an energy insight into the TMD reorientation during P-gp transition.
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Affiliation(s)
- Yue Zhang
- a College of Life Science and Bioengineering , Beijing University of Technology , Beijing , 100124 , China
| | - Weikang Gong
- a College of Life Science and Bioengineering , Beijing University of Technology , Beijing , 100124 , China
| | - Yan Wang
- b Key Laboratory of Molecular Biophysics of the Ministry of Education, School of Life Science and Technology , Huazhong University of Science and Technology , Wuhan , Hubei , 430074 , China
| | - Yang Liu
- a College of Life Science and Bioengineering , Beijing University of Technology , Beijing , 100124 , China
| | - Chunhua Li
- a College of Life Science and Bioengineering , Beijing University of Technology , Beijing , 100124 , China
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4
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Ligabue-Braun R, Borguesan B, Verli H, Krause MJ, Dorn M. Everyone Is a Protagonist: Residue Conformational Preferences in High-Resolution Protein Structures. J Comput Biol 2017; 25:451-465. [PMID: 29267011 DOI: 10.1089/cmb.2017.0182] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
In many structural bioinformatics problems, there is a broad range of unanswered questions about protein dynamics and amino acid properties. Proteins are not strictly static objects, but rather populate ensembles of conformations. One way to understand these particularities is to analyze the information available in experimental databases. The Ramachandran plot, despite being more than half a century old, remains an utterly useful tool in the study of protein conformation. Based on its assumptions, we inspected a large data set (11,130 protein structures, amounting to 5,255,768 residues) and discriminated the conformational preferences of each residue type regarding their secondary structure participation. These data were studied for phi [Formula: see text], psi [Formula: see text], and side chain chi [Formula: see text] angles, being presented in non-Ramachandranian plots. In the largest analysis of protein conformation made so far, we propose an original plot to depict conformational preferences in relation to different secondary structure elements. Despite confirming previous observations, our results strongly support a unique character for each residue type, whereas also reinforcing the observation that side chains have a major contribution to secondary structure and, by consequence, on protein conformation. This information can be further used in the development of more robust methods and computational strategies for structural bioinformatics problems.
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Affiliation(s)
- Rodrigo Ligabue-Braun
- 1 Center for Biotechnology, PPGBCM, Federal University of Rio Grande do Sul , Porto Alegre, Brazil
| | - Bruno Borguesan
- 2 Institute of Informatics, PPGC, Federal University of Rio Grande do Sul , Porto Alegre, Brazil
| | - Hugo Verli
- 1 Center for Biotechnology, PPGBCM, Federal University of Rio Grande do Sul , Porto Alegre, Brazil
| | - Mathias J Krause
- 3 Institute for Mechanical Process Engineering and Mechanics (MVM), Institute for Applied and Numerical Mathematics (IANM), Karlsruhe Institute of Technology (KIT) , Karlsruhe, Germany
| | - Márcio Dorn
- 1 Center for Biotechnology, PPGBCM, Federal University of Rio Grande do Sul , Porto Alegre, Brazil .,2 Institute of Informatics, PPGC, Federal University of Rio Grande do Sul , Porto Alegre, Brazil
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5
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Xu HT, Hassounah SA, Colby-Germinario SP, Oliveira M, Fogarty C, Quan Y, Han Y, Golubkov O, Ibanescu I, Brenner B, Stranix BR, Wainberg MA. Purification of Zika virus RNA-dependent RNA polymerase and its use to identify small-molecule Zika inhibitors. J Antimicrob Chemother 2017; 72:727-734. [PMID: 28069884 DOI: 10.1093/jac/dkw514] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2016] [Accepted: 11/01/2016] [Indexed: 12/21/2022] Open
Abstract
Background The viral RNA-dependent RNA polymerase (RdRp) enzymes of the Flaviviridae family are essential for viral replication and are logically important targets for development of antiviral therapeutic agents. Zika virus (ZIKV) is a rapidly re-emerging human pathogen for which no vaccine or antiviral agent is currently available. Methods To facilitate development of ZIKV RdRp inhibitors, we have established an RdRp assay using purified recombinant ZIKV NS5 polymerase. Results We have shown that both the hepatitis C virus (HCV) nucleoside inhibitor sofosbuvir triphosphate and a pyridoxine-derived non-nucleoside small-molecule inhibitor, DMB213, can act against ZIKV RdRp activity at IC 50 s of 7.3 and 5.2 μM, respectively, in RNA synthesis reactions catalysed by recombinant ZIKV NS5 polymerase. Cell-based assays confirmed the anti-ZIKV activity of sofosbuvir and DMB213 with 50% effective concentrations (EC 50 s) of 8.3 and 4.6 μM, respectively. Control studies showed that DMB213 did not inhibit recombinant HIV-1 reverse transcriptase and showed only very weak inhibition of HIV-1 integrase strand-transfer activity. The S604T substitution in motif B of the ZIKV RdRp, which corresponds to the S282T substitution in motif B of HCV RdRp, which confers resistance to nucleotide inhibitors, also conferred resistance to sofosbuvir triphosphate, but not to DMB213. Enzyme assays showed that DMB213 appears to be competitive with natural nucleoside triphosphate (NTP) substrates. Conclusions Recombinant ZIKV RdRp assays can be useful tools for the screening of both nucleos(t)ide compounds and non-nucleotide metal ion-chelating agents that interfere with ZIKV replication.
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Affiliation(s)
- Hong-Tao Xu
- Jewish General Hospital, McGill University AIDS Centre, Lady Davis Institute for Medical Research, Montreal, Quebec, Canada
| | - Said A Hassounah
- Jewish General Hospital, McGill University AIDS Centre, Lady Davis Institute for Medical Research, Montreal, Quebec, Canada
| | - Susan P Colby-Germinario
- Jewish General Hospital, McGill University AIDS Centre, Lady Davis Institute for Medical Research, Montreal, Quebec, Canada
| | - Maureen Oliveira
- Jewish General Hospital, McGill University AIDS Centre, Lady Davis Institute for Medical Research, Montreal, Quebec, Canada
| | - Clare Fogarty
- Jewish General Hospital, McGill University AIDS Centre, Lady Davis Institute for Medical Research, Montreal, Quebec, Canada
| | - Yudong Quan
- Jewish General Hospital, McGill University AIDS Centre, Lady Davis Institute for Medical Research, Montreal, Quebec, Canada
| | - Yingshan Han
- Jewish General Hospital, McGill University AIDS Centre, Lady Davis Institute for Medical Research, Montreal, Quebec, Canada
| | - Olga Golubkov
- Jewish General Hospital, McGill University AIDS Centre, Lady Davis Institute for Medical Research, Montreal, Quebec, Canada
| | - Ilinca Ibanescu
- Jewish General Hospital, McGill University AIDS Centre, Lady Davis Institute for Medical Research, Montreal, Quebec, Canada
| | - Bluma Brenner
- Jewish General Hospital, McGill University AIDS Centre, Lady Davis Institute for Medical Research, Montreal, Quebec, Canada
| | | | - Mark A Wainberg
- Jewish General Hospital, McGill University AIDS Centre, Lady Davis Institute for Medical Research, Montreal, Quebec, Canada.,Department of Medicine, McGill University, Montreal, Quebec, Canada.,Department of Microbiology and Immunology, McGill University, Montreal, Quebec, Canada
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6
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The R263K substitution in HIV-1 subtype C is more deleterious for integrase enzymatic function and viral replication than in subtype B. AIDS 2015; 29:1459-66. [PMID: 26244385 DOI: 10.1097/qad.0000000000000752] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVES Dolutegravir is an integrase strand-transfer inhibitor that has shown unprecedented robustness against the emergence of HIV drug-resistant strains in treatment-naive individuals. The R263K substitution in integrase was identified through culture selection as a resistance-associated substitution for dolutegravir and was recently detected in two treatment-experienced participants in the SAILING clinical trial, who experienced dolutegravir-based treatment failure, one of whom was infected by a subtype C virus. The objective of this study was to characterize the R263K substitution in HIV-1 subtype C integrase. DESIGN AND METHODS We used cell-free strand transfer assays and tissue culture experiments to characterize the R263K substitution in HIV-1 subtype C integrase in comparison with subtype B. RESULTS Cell-free biochemical assays showed that the R263K substitution diminished subtype C integrase strand-transfer activity by decreasing the affinity of integrase for target DNA. Similarly, both viral infectiousness and replication capacity were reduced by the R263K substitution in tissue culture. Decrease in enzyme activity and viral infectiousness exceeded 35 and 50%, respectively - significantly more than in HIV-1 subtype B. R263K in HIV-1 subtype C also conferred low levels of resistance against dolutegravir and high levels of cross-resistance against elvitegravir, but not raltegravir. CONCLUSIONS The R263K substitution is more deleterious to integrase strand-transfer activity and viral infectiousness in HIV-1 subtype C than in subtype B. Our results suggest that cross-resistance may prevent treatment-experienced individuals who are experiencing treatment failure with dolutegravir from being subsequently treated with elvitegravir.
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7
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Shehata MA, Belcik Christensen H, Isberg V, Sejer Pedersen D, Bender A, Bräuner-Osborne H, Gloriam DE. Identification of the first surrogate agonists for the G protein-coupled receptor GPR132. RSC Adv 2015. [DOI: 10.1039/c5ra04804d] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
We report the first pharmacological tool agonist for in vitro characterization of the orphan receptor GPR132, preliminary structure–activity relationships based on 32 analogs and a suggested binding mode from docking.
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Affiliation(s)
- Mohamed A. Shehata
- Department of Drug Design and Pharmacology
- Faculty of Health and Medical Sciences
- University of Copenhagen
- 2100 Copenhagen
- Denmark
| | - Hanna Belcik Christensen
- Department of Drug Design and Pharmacology
- Faculty of Health and Medical Sciences
- University of Copenhagen
- 2100 Copenhagen
- Denmark
| | - Vignir Isberg
- Department of Drug Design and Pharmacology
- Faculty of Health and Medical Sciences
- University of Copenhagen
- 2100 Copenhagen
- Denmark
| | - Daniel Sejer Pedersen
- Department of Drug Design and Pharmacology
- Faculty of Health and Medical Sciences
- University of Copenhagen
- 2100 Copenhagen
- Denmark
| | - Andreas Bender
- Centre for Molecular Informatics
- Department of Chemistry
- University of Cambridge
- Cambridge CB2 1EW
- UK
| | - Hans Bräuner-Osborne
- Department of Drug Design and Pharmacology
- Faculty of Health and Medical Sciences
- University of Copenhagen
- 2100 Copenhagen
- Denmark
| | - David E. Gloriam
- Department of Drug Design and Pharmacology
- Faculty of Health and Medical Sciences
- University of Copenhagen
- 2100 Copenhagen
- Denmark
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8
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Differential effects of the G118R, H51Y, and E138K resistance substitutions in different subtypes of HIV integrase. J Virol 2014; 89:3163-75. [PMID: 25552724 DOI: 10.1128/jvi.03353-14] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
UNLABELLED Dolutegravir (DTG) is the latest antiretroviral (ARV) approved for the treatment of human immunodeficiency virus (HIV) infection. The G118R substitution, previously identified with MK-2048 and raltegravir, may represent the initial substitution in a dolutegravir resistance pathway. We have found that subtype C integrase proteins have a low enzymatic cost associated with the G118R substitution, mostly at the strand transfer step of integration, compared to either subtype B or recombinant CRF02_AG proteins. Subtype B and circulating recombinant form AG (CRF02_AG) clonal viruses encoding G118R-bearing integrases were severely restricted in their viral replication capacity, and G118R/E138K-bearing viruses had various levels of resistance to dolutegravir, raltegravir, and elvitegravir. In cell-free experiments, the impacts of the H51Y and E138K substitutions on resistance and enzyme efficiency, when present with G118R, were highly dependent on viral subtype. Sequence alignment and homology modeling showed that the subtype-specific effects of these mutations were likely due to differential amino acid residue networks in the different integrase proteins, caused by polymorphic residues, which significantly affect native protein activity, structure, or function and are important for drug-mediated inhibition of enzyme activity. This preemptive study will aid in the interpretation of resistance patterns in dolutegravir-treated patients. IMPORTANCE Recognized drug resistance mutations have never been reported for naive patients treated with dolutegravir. Additionally, in integrase inhibitor-experienced patients, only R263K and other previously known integrase resistance substitutions have been reported. Here we suggest that alternate resistance pathways may develop in non-B HIV-1 subtypes and explain how "minor" polymorphisms and substitutions in HIV integrase that are associated with these subtypes can influence resistance against dolutegravir. This work also highlights the importance of phenotyping versus genotyping when a strong inhibitor such as dolutegravir is being used. By characterizing the G118R substitution, this work also preemptively defines parameters for a potentially important pathway in some non-B HIV subtype viruses treated with dolutegravir and will aid in the inhibition of such a virus, if detected. The general inability of strand transfer-related substitutions to diminish 3' processing indicates the importance of the 3' processing step and highlights a therapeutic angle that needs to be better exploited.
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9
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The R262K substitution combined with H51Y in HIV-1 subtype B integrase confers low-level resistance against dolutegravir. Antimicrob Agents Chemother 2014; 59:310-6. [PMID: 25348535 DOI: 10.1128/aac.04274-14] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Clinical studies have shown that integrase strand transfer inhibitors (INSTIs) can be used effectively against HIV-1 infection. To date, no resistance substitution has been found in INSTI-naive patients treated with the new integrase inhibitor dolutegravir (DTG). In a recent selection study with DTG, using a virus bearing the H51Y substitution in integrase, the emergence of an R to K substitution at position 262 (R262K) was observed. We characterized this double mutant with respect to integrase strand transfer activity and susceptibility to DTG both biochemically and in tissue culture. We showed that the addition of R262K to H51Y decreased recombinant integrase strand transfer activity but improved integrase DNA-binding affinity, compared to wild-type or H51Y-containing enzymes. The defect in strand transfer activity did not translate into a decrease in HIV-1 infectivity. The combination of H51Y and R262K substitutions slightly decreased susceptibility to DTG (fold change = 1.87) in cell-based resistance assays. Although viral replication was not affected and enzyme efficiency was impaired by the addition of R262K to H51Y, there was an overall increase in the level of biochemical drug resistance against DTG. Our findings suggest that the R at position 262 plays an important role in DNA binding.
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10
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Balachandra C, Sharma NK. Synthesis and conformational analysis of new troponyl aromatic amino acid. Tetrahedron 2014. [DOI: 10.1016/j.tet.2014.08.014] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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11
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Chang SY, Liu FF, Dong XY, Sun Y. Molecular insight into conformational transmission of human P-glycoprotein. J Chem Phys 2014; 139:225102. [PMID: 24329094 DOI: 10.1063/1.4832740] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
P-glycoprotein (P-gp), a kind of ATP-binding cassette transporter, can export candidates through a channel at the two transmembrane domains (TMDs) across the cell membranes using the energy released from ATP hydrolysis at the two nucleotide-binding domains (NBDs). Considerable evidence has indicated that human P-gp undergoes large-scale conformational changes to export a wide variety of anti-cancer drugs out of the cancer cells. However, molecular mechanism of the conformational transmission of human P-gp from the NBDs to the TMDs is still unclear. Herein, targeted molecular dynamics simulations were performed to explore the atomic detail of the conformational transmission of human P-gp. It is confirmed that the conformational transition from the inward- to outward-facing is initiated by the movement of the NBDs. It is found that the two NBDs move both on the two directions (x and y). The movement on the x direction leads to the closure of the NBDs, while the movement on the y direction adjusts the conformations of the NBDs to form the correct ATP binding pockets. Six key segments (KSs) protruding from the TMDs to interact with the NBDs are identified. The relative movement of the KSs along the y axis driven by the NBDs can be transmitted through α-helices to the rest of the TMDs, rendering the TMDs to open towards periplasm in the outward-facing conformation. Twenty eight key residue pairs are identified to participate in the interaction network that contributes to the conformational transmission from the NBDs to the TMDs of human P-gp. In addition, 9 key residues in each NBD are also identified. The studies have thus provided clear insight into the conformational transmission from the NBDs to the TMDs in human P-gp.
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Affiliation(s)
- Shan-Yan Chang
- Department of Biochemical Engineering and Key Laboratory of Systems Bioengineering of the Ministry of Education, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Fu-Feng Liu
- Department of Biochemical Engineering and Key Laboratory of Systems Bioengineering of the Ministry of Education, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Xiao-Yan Dong
- Department of Biochemical Engineering and Key Laboratory of Systems Bioengineering of the Ministry of Education, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Yan Sun
- Department of Biochemical Engineering and Key Laboratory of Systems Bioengineering of the Ministry of Education, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
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12
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Skariyachan S, Jayaprakash N, Bharadwaj N, Narayanappa R. Exploring insights for virulent gene inhibition of multidrug resistantSalmonella typhi,Vibrio cholerae, andStaphylococcus areusby potential phytoligands viain silicoscreening. J Biomol Struct Dyn 2013; 32:1379-95. [DOI: 10.1080/07391102.2013.819787] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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13
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Carugo O, Djinović-Carugo K. Half a century of Ramachandran plots. ACTA CRYSTALLOGRAPHICA SECTION D: BIOLOGICAL CRYSTALLOGRAPHY 2013; 69:1333-41. [DOI: 10.1107/s090744491301158x] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2013] [Accepted: 04/27/2013] [Indexed: 11/11/2022]
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14
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IeongTou W, Chang SS, Wu D, Lai TW, Wang YT, Hsu CY, Yu-ChianChen C. Molecular level activation insights from a NR2A/NR2B agonist. J Biomol Struct Dyn 2013; 32:683-93. [DOI: 10.1080/07391102.2013.787371] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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15
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Nandi T, Dash D, Ghai R, B-Rao C, Kannan K, Brahmachari SK, Ramakrishnan C, Ramachandran S. A novel complexity measure for comparative analysis of protein sequences from complete genomes. J Biomol Struct Dyn 2003; 20:657-68. [PMID: 12643768 DOI: 10.1080/07391102.2003.10506882] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
Analysis of sequence complexities of proteins is an important step in the characterization and classification of new genomes. A new measure has been proposed to compute sequence complexity in protein sequences based on linguistic complexity. The algorithm requires a single parameter, is computationally simple and provides a framework for comparative genomic analysis. Protein sequences were classified into groups of high or low complexity based on a quantitative measure termed F(c), which is proportional to the fraction of low complexity sequence present in the protein. The algorithm was tested on sequences of 196 non-homologous proteins whose crystal structures are available at </=2.0 A resolution. Protein sequences of high complexity had 'globular' structures (95% agreement), whereas those of low complexity had non-globular structures (80% agreement). Application of this measure to proteins of unknown structure/function from different genomes revealed that the sequences of high complexity constitute the majority in all genomes (about 90% in Archaea, about 93% in Eubacteria, 89% in Saccharomyces cerevisiae and 90% in Caenorhabditis elegans). Aeropyrum pernix among Archaeae and Deinococcus radiodurans among Eubacteria have the lowest fraction of high complexity proteins (75% and 80% respectively). Further, it was observed that a few bacterial pathogens (Mycobacterium tuberculosis, Pseudomonas aeruginosa) have high fraction of low complexity proteins. The program ScanCom is available from the authors as a PERL script (UNIX system).
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Affiliation(s)
- Tannistha Nandi
- Institute of Genomics and Integrative Biology, Centre for Biochemical Technology, Mall Road, Delhi 110 007, India
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16
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Smith LJ, Fiebig KM, Schwalbe H, Dobson CM. The concept of a random coil. Residual structure in peptides and denatured proteins. FOLDING & DESIGN 1996; 1:R95-106. [PMID: 9080177 DOI: 10.1016/s1359-0278(96)00046-6] [Citation(s) in RCA: 262] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Non-native states of proteins are of increasing interest because of their relevance to issues such as protein folding, translocation and stability. A framework for interpreting the wealth of experimental data for non-native states emerging from rapid advances in experimental techniques involves comparison with a "random coll' state, which possesses no structure except that inherent in the local interactions. We review here the concept of a random coil, from its global to its local properties. In particular, we focus on the description of a random coil in terms of statistical distributions in psi, phi space. We show that such a model, in combination with experimental data, provides insight into the structural properties of polypeptide chains and has significance for understanding protein folding and for molecular design.
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Affiliation(s)
- L J Smith
- Oxford Centre for Molecular Sciences and New Chemistry Laboratory, University of Oxford, UK
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