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Chinese Club Moss and Cholinesterases

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Identification of amino acid residues involved in the binding of Huperzine A to cholinesterases

ASHIMA SAXENA,’ NAIFENG QIAN,2 ILDIKO M. KOVACH,2 A.P. KOZIKOWSKI,3
Y.P. PANG: DANIEL C. VELLOM? ZORAN RADIC;,’ DANIEL QUINN,4,6
PALMER TAYLOR,4 AND BHUPENDRA P. DOCTOR’ Division of Biochemistry, Walter Reed Army Institute of Research, Washington, D.C. 20307
Department of Chemistry, The Catholic University of America, Washington, D.C. 20064
The Mayo Clinic, Jacksonville, Florida 32224
University of California San Diego, La Jolla, California 92093
Visiting Fogarty Fellow, Institute of Medical Research, University of Zagreb, Croatia
(RECEIVE January 31, 1994; ACCEPTED Jun2e6 , 1994)

Abstract

Huperzine A, a potential agent for therapy in Alzheimer’s disease and for prophylaxis of organophosphate toxicity, has recently been characterized as a reversible inhibitor of cholinesterases. To examine the specificity of this novel compound in more detail, we have examined the interaction of the 2 stereoisomers of Huperzine A with cholinesterases and site-specific mutants that detail the involvement of specific amino acid residues. Inhibition of fetal bovine serum acetylcholinesterase by (-)-Huperzine A was 35-fold more potent than (+)-Huperzine A, with K, values of 6.2 nM and 210 nM, respectively. In addition, (-)-Huperzine A was 88-fold more potent in inhibiting Torpedo acetylcholinesterase than (+)-Huperzine A, with K, values of 0.25 pM and 22 pM, respectively. Far larger K, values that did not differb etween the 2 stereoisomers were observed with horse and human serum butyrylcholinesterases. Mammalian acetylcholinesterase, Torpedo acetylcholinesterase, and mammalian butyrylcholinesterase can be distinguishebdy the amino acid Tyr, Phoe,r Ala in the 330 position, respectively. Studies with mouse acetylcholinesterase mutants, Ty3r3 7(330) Phe and Tyr3 37(330) Ala yielded a difference in reactivity that closely mimicked the native enzymes. In contrast, mutation of the conserved Glu 199 residue to Gln in Torpedo acetylcholinesterase produced only a 3-fold increase in K, value for the binding of Huperzine A. Molecular mechanics energy minimization of the complexes formebde tween each of the 2 stereoisomers of Huperzine A and fetal bovine seruma cetylcholinesterase, Torpedo acetylcholinesterase, or human butyrylcholinesterase also revealed that (-)-Huperzine A gave a better fit than (+)-Huperzine A and implicated Tyr3 37(330) in the stereoselectivity of Huperzine A.

Keywords: cholinesterases; Huperzine A; inhibitor; molecular modeling; site-directed mutagenesis Huperzine A, an alkaloid constituent oHf uperzia serrata has been a longstanding agent in Chinese herbal medicine for the treatment of dementia in the elderly population. It hasb een synthesized (Kozikowski et al., 1991) and characterized asa potent and selective inhibitor of acetylcholinesterase (EC 3.1.1.7) (McKinney et ai., 1991). The potentially superior inhibition characteristics of Huperzine A, as compared to other cholinesterase inhibitors, have been attributed to the very slow rate of dissociation (to.s = 35 min) of AChE-Huperzine A complex in solution (Ashani et al., 1992). Also, the interaction of Huperzine A with AChE appearsr eversible and does notr esult in any detectable chemical modification of the inhibitor (Ashani et at., 1992). These anti-AChE properties of Huperzine A, which are not shared by other commonly used anti-AChE drugs such as physostigmine andt etrahydroaminoacridine, may prove to be useful pharmacological characteristics, not onlyf or the treatment of Alzheimer’s disease and other nervous system-related dementias, but also for prophylaxis against organophosphate toxicity. Compared to AChE, Huperzine A has been reported to be 1,000-fold less potent as an inhibitor of butyrylcholinesterase (EC 3.1.1.8). The difference in the activity of Huperzine A toward AChE and BChE hasb een proposed to be due to differences in the aromatic amino acid residues lining the pocket of the catalytic region of the enzyme molecule (Ashani et al., 1992). The naturally occurring (-)-Huperzine A was a mixed competitive inhibitor of AChE (Wang et al1.,9 86). Inhibition studies with the 2 stereoisomers of Huperzine A revealed that (-)-Huperzine A inhibited crude preparations of rat cortical AChE 38-fold more potently than (+)-Huperzine A (McKinney
et al., 1991). In the present study, thiss tereoselectivity of Huperzine A was examined in more detaiwl ith 3 distinct families of ChEs with known sequence differences. The basis for particular residues conferring selectivity was then confirmed by using site-specific mutants of the implicated residuien a single template enzyme. These findings enabluesd t o model the ChEHuperzine A interactions and propose an orientation fothr ese bound stereoisomers in the complex.

Results

Inhibition of ChEs by the 2 stereoisomers of Huperzine A Plots of percent residuaalc tivity versus time in the presenceo f (+)-Huperzine A, (-)-Huperzine A, and (+)-HuperzineA for purified preparations of FBS AChE and Torpedo AChE are shown in Figure 1. The results confirm the previous observation that (-)-Huperzine A was the active stereoisomer (Wang et al., 1986; McKinney et al., 1991). There was no inhibition of either horse or human serum BChE at concentrations of up1 0t op M of the 2 stereoisomers of Huperzine A (data not shown). The K, values for the 2 stereoisomers of Huperzine A show that (-)-Huperzine A inhibited FBS AChE 35-fold more potently than (+)-Huperzine A (Table 1). On the other hand, (-)- Huperzine A was 88-foldm ore potent than (+)-HuperzinAe in inhibiting Torpedo AChE. The preparation of (+)-Huperzine A had approximately 1% contamination of (-)-Huperzine A, which precluded us from observing more than 2 orders of magnitude difference between the K, values for the 2 stereoisomers. Therefore the stereoselectivity reflected by the K, values for the 2 stereoisomers of Huperzine A is minimal. Due to thhei gh association
and dissociation rates for the interactiono f BChE and Huperzine A, K, values for horse and human serum BChE for the 2 stereoisomers of Huperzine Aw ere determined by the analyses of steady-state kinetic data (Table 1). Unlike AChE, no significant differences in the KI values were observed for the 2 stereoisomers of Huperzine A with horse and human serum BChEs, suggesting a lack of stereoselectivityo f this compound for BChE. Differencesin the reactivity of (-)-Huperzine A toward FBS AChE, Torpedo AChE, and horse and human serum BChEs showed that Tyr 337(330)' in mammalian AChE may be an important amino acid residue in the binding of (-)- Huperzine A to ChEs. This prediction was tested by conducting inhibition studies of (-)-Huperzine A with recombinant mouse AChE mutants, where T3y3r7 (330) in the wild-type enzyme was modified to either Phe ians Torpedo AChE or Ala as in BChE. Plots of percent residuacl tivity vs. time in the presence of (-)-Huperzine A for recombinant mouse AChE and the Tyr 337(330) Phe and Tyr 337(330) Ala mutants are shown in Figure 2. These results show that (-)-Huperzine A was a more potent inhibitor of wild-type mouse AChE as compared to the Tyr 337(330) Phe and Tyr 337(330) Ala mutants, implicating the amino acid residue Tyr 337(330) in the binding of Huperzine A to ChEs. As shown in Table2 , mutation of Tyr 337(330) in a mouse template to Phoer Ala yielded a difference in reactivity that closely mimicked the native enzymes (Table 1). Eliminating the charge deep in the active-center gorge by mutation of Glu 199 in Torpedo AChE to Gln resulted in only a 3-fold increase in KI value of (-)-Huperzine A for this enzyme.
Energy-minimized structures of Huperzine A  bound to ChEs Because AChE fromT orpedo californica is the only ChEw hose structure has been determined experimentally at atomic resolution, docking of each of the2 stereoisomers of Huperzine Ain to the active site and subsequent molecular mechanics energy minimization of the formed conjugatew ere carried out inT orpedo AChE. The procedure used for Torpedo AChE was then extended to both FBS AChE and human BChE. Panel 82 in Figure 3 shows the interaction of (-)-Huperzine A with various amino acidre sidues in the active site of Torpedo AChE. There are 3 energetically favorable regions for the interaction of Huperzine A with the enzyme molecule: (1) the hy-drophobic core, represented in green, includes the ethylidene group and the bridge double bondo f (-)-Huperzine A, interacting with Trp 84, Phe 330, Tyr 334, and Tyr 442 of the enzyme molecule; (2) the oxyanion region, represented by default color, includes the 3 partial hydrogen bonds formed between the carbonyl oxygen of Huperzine A and the amide backbone hydrogens of Gly 118, Gly 119, Ala 201, the electrostatic interaction
between the electrophilic carbonyl carbon of Huperzine A, and the y-oxygen of Ser 200 of the enzyme molecule; and (3) the electrostatic region, represented in red, indicates thep ossible interaction of the primary amine group of Huperzine A with the carboxylate of Glu 199, which is at a distance of 6-8 A. Panel A2 in Figure 3 shows the complex of (-)-HuperzinAe with FBS AChE. Like the Torpedo AChE-(-)-Huperzine A
complex, this complexa lso has favorable interactionisn the hydrophobic core involving the ethylidene group and the bridge double bondo f (-)-Huperzine A, with Trp 86(84), Tyr 337(330), Tyr 341(334), and Tyr 449(442) of the enzyme. In the oxyanion hole region and electrostatic region, the interactions between the inhibitor and the enzyme molecule are as favorable as in Torpedo AChE. Panel C2 in Figure 3 shows (-)-Huperzine A complexed with human BChE. According to the molecular mechanics calculations, there are numerous soft van der Waals interactions between Huperzine A and the activesi te residues of AChE. With
both stereoisomers, the total number of these interactions is smaller for BChE as compared to AChE. The predominant interactions in the hydrophobic region are with Trp 86(84), which is within 3.4-4.0 A from a number of atoms in the inhibitor in either orientation. There arfee wer contacts between Trp 86(84) of BChE and the 2 stereoisomers of Huperzine A. In BChE, Ala 330 provides a weaker interaction with both stereoisomers of Huperzine A as compared to Ph3e3 0 in Torpedo AChE and Tyr 337 in FBSAChE, all of which are within optimal (3.4-4.0A) distance from some of the atoms of Huperzine A. The complexes of (+)-Huperzine A with FBS AChE, Torpedo AChE, and human BChE are shoiwn np anels AI, B1, and C1, respectively. The stereoselectivity of Huperzine A for FBS AChE (35-fold) and Torpedo AChE (88-fold) can be correlated to differences in interactions in the oxyanion hole region and weakelectrostatic forces between Glu 199 and the primary amine group of Huperzine A. Although the former of these interactions are also soft van deWr aals forces, there arew eak hydrogen bonds between the carbonyl group of Huperzine A and amide backbone ofG ly 1 18 and Gly 119, and theh ydroxyl group of Ser 200, especially for FBS AChE, with the (-)-Huperzine A. The active site serineh as the strongestte ndency to hydrogen bond, which is not surprising because our model does not engage this serine in a covalent bond. The electrostatic interactions in this model are between Glu 199 and the primary amine of Huperzine A, but they are maximum at -2.0 kcal/mol or less because the distances between the nitrogen and one of thcea rboxyl
oxygens are between 6 and 8 A (FBS AChE-(-)-Huperzine A, 7.12 A; FBS AChE-(+)-Huperzine A, 7.5 A ; Torpedo AChE- (-)-Huperzine A, 6.15 A ; Torpedo AChE-(+)-Huperzine A, 7.02 A; BChE-(-)-Huperzine A, 7.06 A ; and BChE-(+)- Huperzine A, 8.25 A).

It is difficult to assess the quantitative difference is in binding energies that are the suma ogfr eat numbero f small terms and are not isolated from the interactions with the surroundings. The 35-fold stereoselectivity observed with FBS AChE, for example, would translate into a difference of 2.1 kcal/mol in binding energy.
The weak hydrogen bonds observed for the (-)-Huperzine A complexes as well as more favorable interactions in the hydrophobic and electrostatic regions can support this difference.

Discussion

In the 3-dimensional structure of Torpedo AChE, the active site is in a gorge lined with the side chains of 14 aromatic amino acid residues (Sussman et al., 1991). Based on sequence alignments of ChEs, these residues are fully conserved in all known vertebrate AChEs (Gentry & Doctor, 1991). On the other hand, 6 of 14 aromatic amino acid residues at positions 70, 121,279,288, 290, and 330 in Torpedo AChE are replaced by aliphatic amino acid residues in BChE. These structural differences between AChE and BChE and recent investigations employing molecular modeling, site-directed mutagenesis, and studies of the catalytic and inhibitory properties of these mutants lend strong support to the involvement of these aromatic amino acid residues in the binding and selectivity of inhibitors to ChEs. The role of Trp 86(84) in the orientation and stabilization of the quaternary ammonium group of the substrate has been demonstrated by chemical labeling studies (Weise et al., 1990; Kreienkamp et al., 19911, by crystallographic data (Sussman et al., 1991, 1992) and site-directed mutagenesis studies for Trp 86(84) in human AChE (Ordentlich et al., 1993). The 2 Phe residues at positions 295(288) and 297(290) define the dimensions of the acyl pocket of mammalian AChEs, markedly reducing BTC hydrolysis and enhancing ATC hydrolysis by forming a clamp around the methyl moiety ofth e acetoxy group, and restricting its degrees of freedom (Vellom et al., 1993). Replacement of either of these residues with nonaromatic amino acid residues, as in BChEs, results in an increased hydrolysis of BTC by the mutant enzyme and its increased sensitivity to the bulky BChE-specific organophosphate inhibitor iso-OMPA (Harel et al., 1992; Ordentlich et al., 1993; Vellom et al., 1993). This observation is also supported by a naturally occurring mutation in Drosophila AChE that contains a single Phe at position 368(290). Replacement of Phe by Tyr confers enzyme resistance to certain organophosphates (Fournier et al., 1992). The Trp residue at position 279 in Torpedo AChE is located near the lip of the gorge and has been designated as part of the “peripheral’’ anionic site. Mutation of this amino acid residue to a nonaromatic amino acid residue as in BChE results in a loss of sensitivity of the mutant enzyme to “peripheral” anionic site ligands like propidium (Harel et al., 1992; Shafferman et al., 1992; RadiC et al., 1993). The 2 neighboring Tyr residues conserved in AChEs at position 72(70) and 124(121) also contribute
to the stabilization of “peripheral” site inhibitor complexes (RadiC et al., 1993). Another aromatic amino acid residue that is present near the choline binding site is Tyr 337(330) (Sussman et al., 1991). This residue appears to stabilize the binding of ligands such as edrophonium, acridines, and 1 end of bisquaternary compounds such as BW284C51 and decamethonium (Shafferman et al., 1992; Ordentlich et al., 1993; Radii et al., 1993). This residue destabilizes the binding of phenothiazines
such as ethopropazine, which contains a bulky exocyclic substitution. Structure-activity relationships show that this is a consequence of steric hindrance between the diethylamino-2-isopropyl moiety with the aromatic side chain of Tyr 337(330) in the mammalian enzyme (Radii et al., 1993). The results presented here, using stereoisomers of Huperzine A also show the involvement of certain aromatic amino acids lining the gorge in the stabilization of AChE-Huperzine A complexes. The passage of Huperzine A through the gorge to reach the active site of AChE was tested in the Torpedo AChE model and found to be completely feasible. The inhibition of AChE by Huperzine A is probably because the lactam region has a resemblance to the staggered conformation of acetylcholine (Fig. 4). However, unlike esters, amides are not good substrates for AChEs. The 6-membered lactam ring is a thermodynamically favored internal amide that may resist hydrolysis because the catalytic residues for general acid/base catalysis like histidine are not at the proper distance and orientation. The lactam ring may open and close transiently in a reversible manner.
The guiding principle in our modeling of the Huperzine A stereoisomers into the active site pockets of ChEs was to orient the carbonyl group of the lactam ring in the oxyanion hole. The interaction energies arising from the hydrogen bonding of C=O or P=O have been the most significant stabilizing forces in the active site region of serine hydrolase enzymes (Qian & Kovach, 1993). The optimal orientation for each of the 2 stereoisomers of Huperzine A in the active-site pockets of FBS AChE, Torpedo AChE, and human BChE was then determined. Our studies implicate Trp 86(84) and Tyr 337(330) as the critical amino acid residues that interact with Huperzine Aa nd ares upported by experimental data showing the stereoselectivity of AChE for Huperzine A and differences in the reactivity of (-)-Huperzine A toward AChE and BChE. An analysis of the differences in free energy of binding for the 2 stereoisomers of Huperzine A to ChEs (Table 3) reveals
2 interesting facets of the ChE-Huperzine A interaction. First, the contributions of the functional moieties on the Tyr337(330) side chain appear additive rather than cooperative, as the effect of Tyr-to-Ala substitutiona ppears tob e a linear summation of the Phe-to-Tyr and Ala-to-Phe substitutions. Second, the contribution of the hydroxyl group is of comparable magnitude for the interaction of both stereoisomers of Huperzine A with ChEs, whereas the aromatic interactions contributed by the benzene ring prevail in the binding of (-)-Huperzine A. Differences in the reactivity of Huperzine A toward FBS AChE, Torpedo AChE, and horse serum BChE implicate the involvement of Tyr 337(330) in the binding of (-)-Huperzine A to AChEs. The lone pair of electrons on 0 in the OH of Tyr 337 are H-bond acceptors from the NH of Trp 86(84). This increases the electron density in the indole side chain of Trp 86(84) and draws the 2 residues closer to provide a continuous ?r electron envelope around (-)-Huperzine A. Trp 86(84) provides the strongest overlap with the bridge methyl and primary amine segments of the frame, which pulls the ethylene bridge of the (-)-Huperzine A molecule in the vicinity of the aromatic ring of Tyr 337. This interaction is responsible for the low KI value of 6 nM for the mammalian enzyme. In Torpedo AChE, the corresponding Tyr residue has been replaced by Phe, resulting in the loss of this stabilizing hydrogen bond and a higher KI value of 0.25 pM for this enzyme. In human serum BChE, the Tyr residue has been replaced by Ala, which results in a loss of aromatic interactions and a further increase in KI value to 76 pM. In contrast, both Trp8 6(84) and Tyr 337(330) are near the NH3+ group of (+)-Huperzine A, which-appears to be a less favorable arrangementa s indicated by the higher KI values of 0.21 pM, 22 pM, and 36 pM for FBS AChE, Torpedo AChE, and human serum BChE, respectively. Inhibition studies of (-)-HuperzinAe with mouse AChE mutants, where Tyr 337 (KI = 8.45 nM) was modified to either Phe, as in Torpedo AChE (KI= 0.273 pM), or Ala, as inB ChE
(K, = 8.2 pM), lend further support to our models. The corresponding KI values for (+)-Huperzine A were 0.36 pM for mouse wild-typeA ChE, 21 pM for Tyr 337 Phe mutant AChE, and 31.3 pM for Tyr 337 Ala mutant AChE. The results of our modeling studies also suggest that Glu 199 in Torpedo AChE may be involved inth e binding of (-)-Huperzine A to the enzyme. Our experimental data using Torpedo Glu 199 Gln mutant AChE suggest that an energetically favorable electrostatic region generatedb y the interaction of the primary amineg roup of Huperzine A with the carboxylate of Glu 199, the carbonyl oxygen of Gly4 41, and the hydroxyl group of Tyr 130 contribute minimally to the stabilization of AChE-Huperzine A complex. This is consistent with the fact that the distance between the primary amine group of HuperziAne a nd Glu 199 is greater than 5 A in all cases. In this regard, it is relevant to mention that a model for the orientation of (-)-Huperzine A into the active site gorge of Torpedo AChE using systematic docking studiheas s been proposed
(Pang & Kozikowski, 1993). These modeling studies implicate the involvement of Phe 330, Tyr 121, and Phe 290 in the binding of Huperzine A to AChEs and attribute the substitution of these aromatic amino acid residues by nonaromatic residues to the increase in thKe I value of HuperzineA for BChE. Although the orientation of HuperzAin ien the active spioteck et of AChE proposed in our modeling studies, using molecular mechanics, is different from that proposed by systematic docking studies, both models implicate the involvement of Trp 84 and Phe 330 in the binding of HuperziAne t o AChEs. It is likely that Huperzine A may also interact with other regions in the active site of the AChE molecule; we have not explored this possibility eitherb y molecular modeling studieos r by testing the inhibition of site-specific AChE mutants of the other 5 aromatic amino acids located in the gorge and replaced by nonaromatic residues in mammalian BChE. The differences iKn I values for the inhibition of FBS AChE, Torpedo AChE, and mammalian BChE by Huperzine A and increase inK I values caused byt he mutation of Tyr 337 in mouse AChE to Phe and Ala are essenDownloaded tially the same. This suggests that the other 5 aromatic amino acids may not affect the binding of Huperzine A to ChEs.

Materials and methods

Materials

ATC, BTC, and DTNB were obtained from Sigma Chemical Co., St. Louis, Missouri. The 2 stereoisomers of Huperzine A were isolated from synthetic (f)-Huperzine A as described (McKinney et al., 1991). Electrophoretically pure AChE from FBS was purified as described (De La Hoz et al., 1986), and AChE from 7: calijornica was provided by Professor I. Silman (Weizman Institute, Rehovot, Israel). BChE from horse serum was purified by affinity chromatography using the procedure similar to the oned escribed for FBS AChE (De La Hoz et al., 1986). One milligram of pure native AChE or BChE contained approximately 14 and 11 nmol of active sites, respectively. Expression of Torpedo and mouse AChEs Wild-type and mutant mouse AChE cDNAs were inserted into CMV-based expression vectors (Andersson et al., 1989; pRC/CMV, Invitrogen). The presence of the neomycin resistance gene in the CMV vectors enabled the selection of stable transfectants (Radii et al., 1993; Vellom et al., 1993). Wild-type mouse AChE and the mutant AChEs were expressed from stable transfectants in HEK-293 cells. The cell culture media were concentrated to 1-2% of the original volume by ultrafiltration as described (Vellom et al., 1993). The cloning, mutagenesis, and expression of Torpedo AChE and its mutant forms in a baculovirus Spodoptera system and subsequent purification of expressed enzymes were all carried out as described (Radii et al., 1992).

Measurement of ChEs activity and inhibition

AChE and BChE activities were measured in 50 mM sodiumphosphate, pH 8.0, at 22 "C as described (Ellman et al., 1961) using ATC and BTC as substrates, respectively. Inhibition of various ChEs was carried out by diluting an appropriatev olume of stock solutions (2-5 mM) of each of the 2 stereoisomers of Huperzine A (in 20% acetonitrile) into the enzyme solutions (15-20 units/mL in 50 mM sodium phosphate, pH 8.0, containing
0.01% BSA) and measuring residual enzyme activity at various times. When the inhibition of various mutant AChEs by (-)- Huperzine A was determined, approximately 1 unit/mL of enzyme activity was used.
Determination of kinetic and inhibition parameters The interaction of each of the 2 stereoisomers of Huperzine A with various ChEs can be described by the scheme shown in Figure 5A. K, values for FBS AChE, Torpedo AChE, and wildtype mouse AChE were determined by equilibrating 0.2 units/mL of AChE with various concentrations of the inhibitor and measuring residual enzyme activity after equilibrium was reached. The data obtained were analyzed according to the following equation, where [HUP-A] is the initial Huperzine A concentration: Due to the high association and dissociation rates for the interaction between Huperzine A and BChE (Ashani et al., 1992), the KI values for the inhibition of horse and human serum BChE and mouse Tyr 337(330) Phe and Tyr 337(330) Ala mutant AChEs with either stereoisomer of Huperzine A were determined by analysis of kinetic data described according to the scheme shown in Figure 5B, where KI and aKI reflect the interaction of Huperzine A with the free enzyme and the enzymesubstrate complexes, respectively. K, is the competitive inhibition constant. Data for this analysis were obtained by measuring inhibition of enzyme activity over a substrate concentration range of 0.025-0.4 mM and a series of Huperzine A concentrations of 0-66 pM depending on the enzyme. Plots of reciprocal velocities versus reciprocal substrate concentrations at a series of Huperzine A concentrationsy ielded a family of slopes. Replots of the slopes versus Huperzine A concentrations were used for the determination of the KI values of these enzymes.

Modeling and energy minimization by rnolecufar mechanics

Molecular modeling and all calculations were carried out on a Silicon Graphics Personal Iris W-4D35TG workstation. Preparation of ChE structures for molecular mechanics computation was done as follows: the X-ray diffraction-determined coordinates of AChE from T. californica (Sussman et al., 1991) were obtained from the Brookhaven Protein Data Bank, and a missing 5-amino acid segment (485-489) of the AChE structurew as reconstructed. The 4 and $ dihedral angles of the main chain of the segment were adopted from the results of a statistical search of the database in molecular modeling package GEMM (V7.8) (B.K. Lee, National Institutes of Health, Bethesda, Maryland), and the side chains were optimized with molecular mechanics program YETI (V5.3) (Vedani, 1988). Missing atoms from the side chains of 27 amino acid residues on the protein surface were also inserted and their positions optimized. YETI was used to generate the hydrogen positions at heteroatoms. Optimization in YETI was carried out in an internal/Cartesian coordinate coordinate space with a conjugate-gradient minimizer. All bond lengths, bond angles, and the positions of main chain atoms were kept constant during the calculations. The YETI force field consisted of 9.5/10.0 A for electrostatic interactions, 6.5/7.0 A for van der Waals interactions, and 4.5/5.0 A for hydrogen bonding interactions. Convergence criteria were set to 0.025 kcal mol" deg" for torsional RMS first derivative, to 0.050 kcal mol" deg" for rotational FMS first derivative, and to 0.750 kcal mol" A" for translational RMS first derivative. The energy convergence criterion was k0.05 kcal mol". The atomic structures of FBS AChE (B.P. Doctor & J.L. Sussman, unpubl. results) and human serum BChE (Hare1 et al., 1992) were reconstructed models based on the structure of AChE from T. californica.

X-ray fractional coordinates for Huperzine A (Geig et al., 1991) were converted to Cartesian coordinates. For molecular mechanics calculation, the partial atomic charges for Huperzine A were calculated with MNDO, as implemented in MOPAC (V6.3) (Dewar et al., 1985). Each of the 2 stereoisomers of Huperzine A was interactively docked into the active site of T. californica AChE with the GEMM 7.3 package, and the formed conjugates were individually subjected to energy minimization by molecular mechanics. Based on the energy calculated for all the conjugates, the orientation with the lowest energy was selected, and fine manual adjustments for the selected orientation were systematically performed. After each fine adjustment, energy minimization was carried out, and the interaction energy between the inhibitor and the enzyme was calculated and compared to obtain the best orientation for the (-)-Huperzine A molecule in the active site of Torpedo AChE. The procedure used for Torpedo AChE was then extended to both FBS AChE  and human serum BChE.

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