The emergence of drug resistance in Plasmodium falciparum tremendously affected the chemotherapy worldwide while the intense distribution of chloroquine-resistant strains in most of the endemic areas added more complications in the treatment of malaria. The situation has even worsened by the lack of molecular mechanism to understand the resistance conferred by Plasmodia species. Recent studies have suggested the association of antimalarial resistance with P. falciparum multidrug resistance protein 1 (PfMDR1), an ATP-binding cassette (ABC) transporter and a homologue of human P-glycoprotein 1 (P-gp1). The present study deals about the development of PfMDR1 computational model and the model of substrate transport across PfMDR1 with insights derived from conformations relative to inward- and outward-facing topologies that switch on/off the transportation system. Comparison of ATP docked positions and its structural motif binding properties were found to be similar among other ATPases, and thereby contributes to NBD domains dimerization, a unique structural agreement noticed in Mus musculus Pgp and Escherichia coli MDR transporter homolog (MsbA). The interaction of leading antimalarials and phytochemicals within the active pocket of both wild-type and mutant-type PfMDR1 demonstrated the mode of binding and provided insights of less binding affinity thereby contributing to parasite’s resistance mechanism. 1. Introduction The failure of commonly used antimalarial agents in treating chloroquine-resistant Plasmodium falciparum had complicated the management of malaria in most of the developing countries including India. WHO reported an estimation of 216 million malaria cases worldwide in 2010 and around 1.5 million confirmed cases annually with 50% accounting for P. falciparum resistance according to the National Vector Borne Disease Control Programme (NVBDCP), India, 2011 [1, 2]. Recent studies have showed a strong association between chloroquine-resistant strains and the molecular changes in P. falciparum multidrug resistance protein 1 (PfMDR1) [3, 4]. PfMDR1 is a member of the ATP-binding cassette (ABC) superfamily and a transporter protein involved in small molecule trafficking. The functional polymorphisms encoded by pfmdr1 gene mutations lead to the development of resistance against leading antimalarial agents including chloroquine [5]. PfMDR1, a transmembrane glycoprotein and a homologue of P-glycoprotein 1 (P-gp1), is classified under the protein superfamily, ABC transporters, which act as efflux pumps that help in substrate translocation including the
References
[1]
“WHO reports on Malaria,” 2012, http://www.who.int/features/factfiles/malaria/en/index.html.
[2]
Guidelines for Diagnosis and Treatment of Malaria in India, 2011, National Institute of Malaria Research, New Delhi, India, 2011.
[3]
S. J. Foote, D. E. Kyle, R. K. Martin et al., “Several alleles of the multidrug-resistance gene are closely linked to chloroquine resistance in Plasmodium falciparum,” Nature, vol. 345, no. 6272, pp. 255–258, 1990.
[4]
H. H. G. van Es, S. Karcz, F. Chu et al., “Expression of the plasmodial pfmdr1 gene in mammalian cells is associated with increased susceptibility to chloroquine,” Molecular and Cellular Biology, vol. 14, no. 4, pp. 2419–2428, 1994.
[5]
C. P. Sanchez, A. Rotmann, W. D. Stein, and M. Lanzer, “Polymorphisms within PfMDR1 alter the substrate specificity for anti-malarial drugs in Plasmodium falciparum,” Molecular Microbiology, vol. 70, no. 4, pp. 786–798, 2008.
[6]
C. M. Wilson, A. E. Serrano, A. Wasley, M. P. Bogenschutz, A. H. Shankar, and D. F. Wirth, “Amplification of a gene related to mammalian mdr genes in drug-resistant Plasmodium falciparum,” Science, vol. 244, no. 4909, pp. 1184–1186, 1989.
[7]
P. G. Bray and S. A. Ward, “A comparison of the phenomenology and genetics of multidrug resistance in cancer cells and quinoline resistance in Plasmodium falciparum,” Pharmacology and Therapeutics, vol. 77, no. 1, pp. 1–28, 1998.
[8]
A. B. S. Sidhu, S. G. Valderramos, and D. A. Fidock, “pfmdr1 mutations contribute to quinine resistance and enhance mefloquine and artemisinin sensitivity in Plasmodium falciparum,” Molecular Microbiology, vol. 57, no. 4, pp. 913–926, 2005.
[9]
P. E. Ferreira, G. Holmgren, M. I. Veiga, P. Uhlén, A. Kaneko, and J. P. Gil, “PfMDR1: mechanisms of transport modulation by functional polymorphisms,” PLoS ONE, vol. 6, no. 9, Article ID e23875, 2011.
[10]
The UniProt Consortium, “Reorganizing the protein space at the Universal Protein Resource (UniProt),” Nucleic Acids Research, vol. 40, pp. D71–D75, 2012.
[11]
S. F. Altschul, T. L. Madden, A. A. Sch?ffer et al., “Gapped BLAST and PSI-BLAST: a new generation of protein database search programs,” Nucleic Acids Research, vol. 25, no. 17, pp. 3389–3402, 1997.
[12]
F. C. Bernstein, T. F. Koetzle, G. J. B. Williams, et al., “The protein data bank: a computer based archival file for macromolecular structures,” Journal of Molecular Biology, vol. 112, no. 3, pp. 535–542, 1977.
[13]
S. Henikoff and J. G. Henikoff, “Amino acid substitution matrices from protein blocks,” Proceedings of the National Academy of Sciences of the United States of America, vol. 89, no. 22, pp. 10915–10919, 1992.
[14]
S. G. Aller, J. Yu, A. Ward et al., “Structure of P-glycoprotein reveals a molecular basis for poly-specific drug binding,” Science, vol. 323, no. 5922, pp. 1718–1722, 2009.
[15]
D. Pakotiprapha, Y. Inuzuka, B. R. Bowman et al., “Crystal structure of Bacillus stearothermophilus UvrA provides insight into ATP-modulated dimerization, UvrB interaction, and DNA binding,” Molecular Cell, vol. 29, no. 1, pp. 122–133, 2008.
[16]
C. B. F. Andersen, T. Becker, M. Blau et al., “Structure of eEF3 and the mechanism of transfer RNA release from the E-site,” Nature, vol. 443, no. 7112, pp. 663–668, 2006.
[17]
M. A. Larkin, G. Blackshields, N. P. Brown et al., “Clustal W and clustal X version 2.0,” Bioinformatics, vol. 23, no. 21, pp. 2947–2948, 2007.
[18]
C. J. A. Sigrist, L. Cerutti, E. De Castro et al., “PROSITE, a protein domain database for functional characterization and annotation,” Nucleic Acids Research, vol. 38, no. 1, Article ID gkp885, pp. D161–D166, 2009.
[19]
E. Gasteiger, C. Hoogland, A. Gattiker et al., “Protein identification and analysis tools on the ExPASy server,” in The Proteomics Protocols Handbook, J. M. Walker, Ed., pp. 571–607, Humana Press, 2005.
[20]
J. Kyte and R. F. Doolittle, “A simple method for displaying the hydropathic character of a protein,” Journal of Molecular Biology, vol. 157, no. 1, pp. 105–132, 1982.
[21]
N. Eswar, B. Webb, M. A. Marti-Renom et al., “Comparative protein structure modeling using MODELLER,” in Current Protocols in Bioinformatics, pp. 5.6.1–5.6.30, John Wiley & Sons, 2006.
[22]
E. F. Pettersen, T. D. Goddard, C. C. Huang et al., “UCSF Chimera—a visualization system for exploratory research and analysis,” Journal of Computational Chemistry, vol. 25, no. 13, pp. 1605–1612, 2004.
[23]
J. P. Rodrigues, M. Levitt, and G. Chopra, “KoBaMIN: a knowledge-based minimization web server for protein structure refinement,” Nucleic Acids Research, vol. 40, pp. W323–W328, 2012.
[24]
N. Kalisman, A. Levi, T. Maximova et al., “MESHI: a new library of Java classes for molecular modeling,” Bioinformatics, vol. 21, no. 20, pp. 3931–3932, 2005.
[25]
M. Levitt, M. Hirshberg, R. Sharon, and V. Daggett, “Potential energy function and parameters for simulations of the molecular dynamics of proteins and nucleic acids in solution,” Computer Physics Communications, vol. 91, no. 1–3, pp. 215–231, 1995.
[26]
G. N. Ramachandran, C. Ramakrishnan, and V. Sasisekharan, “Stereochemistry of polypeptide chain configurations,” Journal of Molecular Biology, vol. 7, pp. 95–99, 1963.
[27]
L. Willard, A. Ranjan, H. Zhang et al., “VADAR: a web server for quantitative evaluation of protein structure quality,” Nucleic Acids Research, vol. 31, no. 13, pp. 3316–3319, 2003.
[28]
M. Wiederstein and M. J. Sippl, “ProSA-web: interactive web service for the recognition of errors in three-dimensional structures of proteins,” Nucleic Acids Research, vol. 35, pp. W407–W410, 2007.
[29]
Y. Ye and A. Godzik, “Flexible structure alignment by chaining aligned fragment pairs allowing twists,” Bioinformatics, vol. 19, no. 2, pp. ii246–ii255, 2003.
[30]
M. N. Nguyen, K. P. Tan, and M. S. Madhusudhan, “CLICK—topology-independent comparison of biomolecular 3D structures,” Nucleic Acids Research, vol. 39, no. 2, pp. W24–W28, 2011.
[31]
S. J. De Vries, A. D. J. Van Dijk, and A. M. J. J. Bonvin, “WHISCY: what information does surface conservation yield? Application to data-driven docking,” Proteins: Structure, Function and Genetics, vol. 63, no. 3, pp. 479–489, 2006.
[32]
Q. C. Zhang, L. Deng, M. Fisher, J. Guan, B. Honig, and D. Petrey, “PredUs: a web server for predicting protein interfaces using structural neighbors,” Nucleic Acids Research, vol. 39, no. 2, pp. W283–W287, 2011.
[33]
W. Li and A. Godzik, “Cd-hit: a fast program for clustering and comparing large sets of protein or nucleotide sequences,” Bioinformatics, vol. 22, no. 13, pp. 1658–1659, 2006.
[34]
G. Ausiello, G. Cesareni, and M. Helmer-Citterich, “Escher: a new docking procedure applied to the reconstruction of protein tertiary structure,” Proteins: Structure, Function, and Bioinformatics, vol. 28, no. 4, pp. 556–567, 1997.
[35]
A. Pedretti, L. Villa, and G. Vistoli, “VEGA—an open platform to develop chemo-bio-informatics applications, using plug-in architecture and script programming,” Journal of Computer-Aided Molecular Design, vol. 18, no. 3, pp. 167–173, 2004.
[36]
E. Bolton, Y. Wang, P. A. Thiessen, and S. H. Bryant, “PubChem: integrated platform of small molecules and biological activities,” in Annual Reports in Computational Chemistry, vol. 4, pp. 217–241, American Chemical Society, Washington, DC, USA, 2008.
[37]
E. Krieger, T. Darden, S. B. Nabuurs, A. Finkelstein, and G. Vriend, “Making optimal use of empirical energy functions: force-field parameterization in crystal space,” Proteins: Structure, Function and Genetics, vol. 57, no. 4, pp. 678–683, 2004.
[38]
Y. Duan, C. Wu, S. Chowdhury et al., “A point-charge force field for molecular mechanics simulations of proteins based on condensed-phase quantum mechanical calculations,” Journal of Computational Chemistry, vol. 24, no. 16, pp. 1999–2012, 2003.
[39]
G. M. Morris, H. Ruth, W. Lindstrom et al., “Software news and updates AutoDock4 and AutoDockTools4: automated docking with selective receptor flexibility,” Journal of Computational Chemistry, vol. 30, no. 16, pp. 2785–2791, 2009.
[40]
U. C. Singh and P. A. Kollman, “An approach to computing electrostatic charges for molecules,” Journal of Computational Chemistry, no. 5, pp. 129–145, 1984.
[41]
J. Gasteiger and M. Marsili, “Iterative partial equalization of orbital electronegativity-a rapid access to atomic charges,” Tetrahedron, vol. 36, no. 22, pp. 3219–3228, 1980.
[42]
F. J. Sharom, “ABC multidrug transporters: structure, function and role in chemoresistance,” Pharmacogenomics, vol. 9, no. 1, pp. 105–127, 2008.
[43]
A. Ward, C. L. Reyes, J. Yu, C. B. Roth, and G. Chang, “Flexibility in the ABC transporter MsbA: alternating access with a twist,” Proceedings of the National Academy of Sciences of the United States of America, vol. 104, no. 48, pp. 19005–19010, 2007.
[44]
R. J. P. Dawson and K. P. Locher, “Structure of the multidrug ABC transporter Sav1866 from Staphylococcus aureus in complex with AMP-PNP,” FEBS Letters, vol. 581, no. 5, pp. 935–938, 2007.
[45]
H. Neuvirth, R. Raz, and G. Schreiber, “ProMate: a structure based prediction program to identify the location of protein-protein binding sites,” Journal of Molecular Biology, vol. 338, no. 1, pp. 181–199, 2004.
[46]
G. Tombline, A. Muharemagi?, L. B. White, and A. E. Senior, “Involvement of the “occluded nucleotide conformation” of P-glycoprotein in the catalytic pathway,” Biochemistry, vol. 44, no. 38, pp. 12879–12886, 2005.
[47]
A. H. Buchaklian, A. L. Funk, and C. S. Klug, “Resting state conformation of the MsbA homodimer as studied by site-directed spin labeling,” Biochemistry, vol. 43, no. 26, pp. 8600–8606, 2004.
[48]
S. V. Ambudkar, I.-W. Kim, D. Xia, and Z. E. Sauna, “The A-loop, a novel conserved aromatic acid subdomain upstream of the Walker A motif in ABC transporters, is critical for ATP binding,” FEBS Letters, vol. 580, no. 4, pp. 1049–1055, 2006.
[49]
O. Dalmas, C. Orelle, A.-E. Foucher et al., “The Q-loop disengages from the first intracellular loop during the catalytic cycle of the multidrug ABC transporter BmrA,” Journal of Biological Chemistry, vol. 280, no. 44, pp. 36857–36864, 2005.
[50]
M. Hofacker, S. Gompf, A. Zutz et al., “Structural and functional fingerprint of the mitochondrial ATP-binding cassette transporter Mdl1 from Saccharomyces cerevisiae,” Journal of Biological Chemistry, vol. 282, no. 6, pp. 3951–3961, 2007.
[51]
B. Pradines, A. Tall, D. Parzy et al., “In-vitro activity of pyronaridine and amodiaquine against African isolates (Senegal) of Plasmodium falciparum in comparison with standard antimalarial agents,” Journal of Antimicrobial Chemotherapy, vol. 42, no. 3, pp. 333–339, 1998.
[52]
M. H. Alin, A. Bj?rkman, and M. Ashton, “In vitro activity of artemisinin, its derivatives, and pyronaridine against different strains of Plasmodium falciparum,” Transactions of the Royal Society of Tropical Medicine and Hygiene, vol. 84, no. 5, pp. 635–637, 1990.
[53]
M. G. Zalis, L. Pang, M. S. Silveira, W. K. Milhous, and D. F. Wirth, “Characterization of Plasmodium falciparum isolated from the Amazon region of Brazil: evidence for quinine resistance,” American Journal of Tropical Medicine and Hygiene, vol. 58, no. 5, pp. 630–637, 1998.
[54]
S. Nkhoma, M. Molyneux, and S. Ward, “In vitro antimalarial susceptibility profile and prcrt/pfmdr-1 genotypes of Plasmodium falciparum field isolates from Malawi,” American Journal of Tropical Medicine and Hygiene, vol. 76, no. 6, pp. 1107–1112, 2007.
[55]
I. Sagara, A. Diallo, M. Kone et al., “A randomized trial of artesunate-mefloquine versus artemether-lumefantrine for treatment of uncomplicated Plasmodium falciparum malaria in Mali,” American Journal of Tropical Medicine and Hygiene, vol. 79, no. 5, pp. 655–661, 2008.
[56]
P. Sharma and J. D. Sharma, “In-vitro schizonticidal screening of Calotropis procera,” Fitoterapia, vol. 71, no. 1, pp. 77–79, 2000.