Simulated Docking of Oseltamivir with the 2009 Pandemic Strain Influenza A/H1N1 Neuraminidase Active Site Abstract Influenza neuraminidases are glycoproteins that facilitate the transmission of the influenza virus from cell to cell. Oseltamivir is the most widely used neuraminidase inhibitor. Here I provide a computational docking analysis of oseltamivir with the active site of the neuraminidase of the 2009 Influenza A/H1N1 strain. The computed inhibitor/receptor binding energy suggests that oseltamivir would be effective against that strain. Keywords: Influenza, H1N1, neuraminidase, oseltamivir
1.0 Introduction
dimensional structure from that of group-2
enzymes. The differences lie in a loop of
amino acids known as the "150-loop", which
glycoproteins that facilitate the transmission
of the influenza virus from cell to cell.
conformation that opens a cavity not present
Oseltamivir ((3R,4R,5S)-4-(acetylamino)-5-
amino-3-(pentan-3-yloxy)cyclohex-1-ene-1-
loop contains an amino acid designated Asp
carboxylic acid; [4]) is the most widely used
151; the side chain of this amino acid has a
carboxylic acid that, in group-1 enzymes,
points away from the active site as a result
of the 'open' conformation of the 150-loop.
The side chain of another active-site amino
related sero-subtypes, and these subtypes
correspond at least roughly to differences in
conformation in group-1 enzymes compared
with the group-2 neuraminidases (8]).
neuraminidases. The subtypes fall into two
groups ([3]): group-1 contains the subtypes
acid side chains form critical interactions
conformation” 150-loop, the side chains
the group-1 N1, N4 and N8 neuraminidases
inhibitors tightly ([8]). The active site
([1]) reveal that the active sites of these
([4]) using AutoDock Tools v 4.2 (ADT,
differences in amino acids that lie outside
docking of oseltamivir to the receptor. More
the active site. This means that an enzyme
inhibitor for one target will not necessarily
have the same activity against another with
the same active-site amino acids and the
same overall three-dimensional structure.
A/California/04/2009(H1N1)) is an atypical
group 1 NA with some group 2-like features
extracted. (3TI3 identifies the active site of
in its active site (lack of a 150-cavity) ([4]).
Chain A as 15 amides: ARG118, GLU119, ASP151, ARG152, ARG156, TRP178,
2.0 Method
torsions in the ligand and active site were
assess the binding energy of the active site
of crystallized A/California/04/2009(H1N1))
otherwise noted, all processing described in
to be flexible wherever that assumption is
Inspiron 545 with an Intel Core2 Quad CPU
physically possible, was auto-docked to the
active site, assumed to be rigid, using the
RAM, running under the Windows Vista
Lamarckian genetic algorithm implemented
configuration from the analysis was saved,
and the distances between the receptor and
is a structural description of most of the
ligand in 3TI3, and those computed here,
docking are shown in Figure 1. Most values
are, or are a consequence of, ADT defaults.
22 February 2011. A PDB description of ________________________________________________________________________ autodock_parameter_version 4.2 # used by autodock to validate parameter set outlev 1 # diagnostic output level intelec # calculate internal electrostatics seed pid time # seeds for random generator ligand_types C HD OA N # atoms types in ligand fld 3TI3_active.maps.fld # grid_data_file map 3TI3_active.C.map # atom-specific affinity map map 3TI3_active.HD.map # atom-specific affinity map map 3TI3_active.OA.map # atom-specific affinity map map 3TI3_active.N.map # atom-specific affinity map elecmap 3TI3_active.e.map # electrostatics map desolvmap 3TI3_active.d.map # desolvation map move oseltamivir.pdbqt # small molecule about 0.5292 81.1637 109.1143 # small molecule center tran0 random # initial coordinates/A or random axisangle0 random # initial orientation dihe0 random # initial dihedrals (relative) or random tstep 2.0 # translation step/A qstep 50.0 # quaternion step/deg dstep 50.0 # torsion step/deg torsdof 7 # torsional degrees of freedom rmstol 2.0 # cluster_tolerance/A extnrg 1000.0 # external grid energy e0max 0.0 10000 # max initial energy; max number of retries ga_pop_size 150 # number of individuals in population ga_num_evals 2500000 # maximum number of energy evaluations ga_num_generations 27000 # maximum number of generations ga_elitism 1 # number of top individuals to survive to next generation ga_mutation_rate 0.02 # rate of gene mutation ga_crossover_rate 0.8 # rate of crossover ga_window_size 10 # ga_cauchy_alpha 0.0 # Alpha parameter of Cauchy distribution ga_cauchy_beta 1.0 # Beta parameter Cauchy distribution set_ga # set the above parameters for GA or LGA sw_max_its 300 # iterations of Solis & Wets local search sw_max_succ 4 # consecutive successes before changing rho sw_max_fail 4 # consecutive failures before changing rho sw_rho 1.0 # size of local search space to sample sw_lb_rho 0.01 # lower bound on rho ls_search_freq 0.06 # probability of performing local search on individual set_psw1 # set the above pseudo-Solis & Wets parameters unbound_model bound # state of unbound ligand ga_run 10 # do this many hybrid GA-LS runs analysis # perform a ranked cluster analysis
Figure 1. ADT parameters for the docking in this study
______________________________________________________________________________ 3.0 Results
processor (with occasional bursts to 40% of
peak), and required a constant 2.9 GB of memory.
which assumes familiarity with the general
oseltamivir/receptor energy and position
neuraminidase "landscape", took about 20
minutes in ADT; the docking proper, about
energy of binding under these conditions is
~ -8.5 kcal/mol; the estimated inhibition
monitor suggested that the calculation was
more or less uniformly distributed across the four processors at ~25% of peak per
MODEL 8 USER Run = 8 USER Cluster Rank = 1 USER Number of conformations in this cluster = 10 USER USER RMSD from reference structure = 146.946 A USER USER Estimated Free Energy of Binding = -8.49 kcal/mol [=(1)+(2)+(3)-(4)] USER Estimated Inhibition Constant, Ki = 603.08 nM (nanomolar) [Temperature = 298.15 K] USER USER (1) Final Intermolecular Energy = -10.57 kcal/mol USER vdW + Hbond + desolv Energy = -6.89 kcal/mol USER Electrostatic Energy = -3.68 kcal/mol USER (2) Final Total Internal Energy = -1.06 kcal/mol USER (3) Torsional Free Energy = +2.09 kcal/mol USER (4) Unbound System's Energy [=(2)] = -1.06 kcal/mol USER USER USER USER DPF = 3TI3_oseltamivir.dpf USER NEWDPF move oseltamivir.pdbqt USER NEWDPF about 0.529200 81.163696 109.114304 USER NEWDPF tran0 30.119561 14.578922 -20.694645 USER NEWDPF axisangle0 0.665691 -0.552718 0.501357 -102.866417 USER NEWDPF quaternion0 0.520492 -0.432160 0.392002 -0.623427 USER NEWDPF dihe0 168.80 -157.63 -177.46 -10.23 -55.65 -0.70 28.39 USER USER x y z vdW Elec q RMS ATOM 1 C2 G39 A 800 29.602 13.195 -22.935 -0.22 +0.06 +0.091 146.946 ATOM 2 C3 G39 A 800 31.208 13.233 -22.632 -0.25 +0.00 +0.050 146.946 ATOM 3 C4 G39 A 800 31.725 14.395 -21.669 -0.22 -0.05 +0.209 146.946 ATOM 4 C5 G39 A 800 30.777 14.481 -20.473 -0.19 +0.03 +0.143 146.946 ATOM 5 C6 G39 A 800 29.308 14.818 -20.993 -0.17 +0.05 +0.147 146.946 ATOM 6 C7 G39 A 800 28.741 13.977 -22.105 -0.21 +0.03 +0.049 146.946 ATOM 7 O7 G39 A 800 28.408 14.858 -19.795 -0.01 -0.25 -0.379 146.946 ATOM 8 C8 G39 A 800 27.326 15.852 -19.571 -0.24 +0.09 +0.121 146.946 ATOM 9 C9 G39 A 800 27.103 16.932 -20.666 -0.40 +0.01 +0.027 146.946 ATOM 10 C91 G39 A 800 26.896 18.375 -20.179 -0.45 +0.01 +0.007 146.946 ATOM 11 C81 G39 A 800 26.079 15.023 -19.329 -0.28 +0.02 +0.027 146.946 ATOM 12 C82 G39 A 800 25.448 14.581 -20.611 -0.36 +0.00 +0.007 146.946 ATOM 13 N5 G39 A 800 31.316 15.593 -19.600 -0.06 -0.14 -0.352 146.946 ATOM 14 H5 G39 A 800 31.504 16.508 -20.010 +0.10 +0.01 +0.163 146.946 ATOM 15 C10 G39 A 800 31.552 15.389 -18.289 -0.28 +0.19 +0.214 146.946 ATOM 16 C11 G39 A 800 32.087 16.540 -17.517 -0.30 +0.11 +0.117 146.946 ATOM 17 O10 G39 A 800 31.350 14.297 -17.682 -0.76 -0.42 -0.274 146.946 ATOM 18 N4 G39 A 800 33.088 14.075 -21.248 -0.18 +0.04 -0.073 146.946 ATOM 19 H42 G39 A 800 33.671 13.752 -22.021 -0.11 -0.43 +0.274 146.946 ATOM 20 H41 G39 A 800 33.480 14.890 -20.776 +0.18 -0.03 +0.274 146.946 ATOM 21 H43 G39 A 800 33.133 13.232 -20.676 -0.27 -0.24 +0.274 146.946 ATOM 22 C1 G39 A 800 29.038 12.409 -24.007 -0.24 +0.29 +0.177 146.946 ATOM 23 O1B G39 A 800 27.789 12.427 -24.260 -1.03 -1.58 -0.648 146.946 ATOM 24 O1A G39 A 800 29.818 11.689 -24.695 -0.96 -1.48 -0.648 146.946 TER ENDMDL
Figure 2. ADT's oseltamivir energy and position predictions. ______________________________________________________________________________
Figure 3 is a rendering of the active-site/inhibitor configuration computed in this study. Figure 3. Rendering of oseltamivir computationally docked with the active site of PDB 3TI3. The molecular surface of the receptor is shown in white; the inhibitor, in stick form in grey. Only the interior, inhibitor-containing region of the molecular surface of the active site can be compared to in situ data: the surface distal to the interior is a computational artifact, generated by the assumption that active site is detached from the rest of the receptor. ______________________________________________________________________________
computation were within 10% of each other.
assumes that the receptor is rigid. This
assumption is appropriate for the binding
4.0 Discussion
However, the calculation does not reflect
what receptor "flexing" could contribute to
the interaction of the ligand with native
in this study (~603 nanoMolar at ~298 K) is
Sections 2.0 and 3.0 assumes receptor is in a
much smaller than the inhibition constant of
crystallized form. In situ, at physiologically
normal temperatures (~310 K), the receptor
clinically effective ([10], [11], [13], [14],
[15]) against several H1N1 genotypes. This
suggests that oseltamivir would be effective
therefore, may not be identical to their conformation in the crystallized form.
and functional analysis of laninamivir and
its octanoate prodrug reveals group specific
genetic algorithm used in this work could be
[5] Butler D. Avian flu special: The flu
models could be applied to this problem, and
pandemic: were we ready? Nature 435 (26
its own active site. The work described in
this paper was performed on Chain A only.
highly similar to the Chain A active site.
Future work will assess the ligand/receptor
Summary: Interim Recommendations for the Use of Influenza Antiviral Medications in the Setting of Oseltamivir Resistance among Circulating Influenza A (H1N1) Viruses, 5.0 Acknowledgements 2008-09 Influenza Season. 19 December 2008.
http://www.cdc.gov/flu/professionals/antivir
[8] Luo M. Structural biology: antiviral
drugs fit for a purpose. Nature 443 (7
6.0 References.
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Brain (2001), 124, 2098–2104 Pain and the body schemaEvidence for peripheral effects on mental representations ofmovementJohn Schwoebel,1,2 Robert Friedman,3 Nanci Duda2 and H. Branch Coslett2,11 Moss Rehabilitation Research Institute, 2 Department of Correspondence to: H. Branch Coslett, University of Neurology, University of Pennsylvania School of Medicine Pennsylvania Medical Ce