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Scientific Reports logoLink to Scientific Reports
. 2017 Mar 30;7:45627. doi: 10.1038/srep45627

Novel conjugates of aminoadamantanes with carbazole derivatives as potential multitarget agents for AD treatment

Sergey O Bachurin 1, Elena F Shevtsova 1, Galina F Makhaeva 1, Vladimir V Grigoriev 1, Natalia P Boltneva 1, Nadezhda V Kovaleva 1, Sofya V Lushchekina 1,2, Pavel N Shevtsov 1, Margarita E Neganova 1, Olga M Redkozubova 1, Elena V Bovina 1, Alexey V Gabrelyan 1, Vladimir P Fisenko 3, Vladimir B Sokolov 1, Alexey Yu Aksinenko 1, Valentina Echeverria 4, George E Barreto 5,6, Gjumrakch Aliev 1,7,8,a
PMCID: PMC5372361  PMID: 28358144

Abstract

A new group of compounds, promising for the design of original multitarget therapeutic agents for treating neurodegenerative diseases, based on conjugates of aminoadamantane and carbazole derivatives was synthesized and investigated. Compounds of these series were found to interact with a group of targets that play an important role in the development of this type of diseases. First of all, these compounds selectively inhibit butyrylcholinesterase, block NMDA receptors containing NR2B subunits while maintaining the properties of MK-801 binding site blockers, exert microtubules stabilizing properties, and possess the ability to protect nerve cells from death at the calcium overload conditions. The leading compound C-2h has been shown the most promising effects on all analyzed parameters. Thus, these compounds can be regarded as promising candidates for the design of multi-target disease-modifying drugs for treatment of AD and/or similar neuropathologies.


Neurodegenerative diseases, in particular, Alzheimer’s disease (AD), represent a prominent social and medical problem, because of the progressively increasing number of patients, considerable economic losses associated with medical attendance, and the lack of effective therapy1,2,3. The drugs used currently are mainly symptomatic; they partly restore the lost cognitive functions by activating some neurotransmitter systems. Despite the enormous effort and financial expenditures for the search for novel effective agents for treating Alzheimer disease, not a single drug against this disease has entered the market in the last 11 years4.

The key challenge is in the fact that the large part of developed drugs are directed to one target, which is chosen in accordance with the existing theories of AD pathogenesis. First of all, this is so-called amyloid hypothesis, which relates progression of the disease to the increased production of the β-amyloid (Aβ) peptide, and the tau-hypothesis, which implies the key role of aggregation of hyperphosphorylated tau-protein with accompanied destabilization of microtubules5.

The multifactor nature of AD is commonly recognized, implying the involvement a number of neurobiological targets in the initiation and development of this neurodegenerative disease. It includes different enzymes of neurotransmitter metabolism, CNS receptors and ionic channels involved in signal transduction, mitochondrial systems, inflammatory process etc. In this context, the concept of multitarget drugs having an integrated action on a number of biological targets involved in pathogenesis of the disease currently appears to be highly promising in the design of drugs for treating AD6,7,8. It can be expected that these drugs would be able not only to compensate or restore the lost cognitive functions, but also to suppress further development of the neurodegenerative process9,10,11,12.

It is known that the key neurobiological aspects affected by the AD development are the cholinergic and glutamatergic neurotransmitter systems13,14,15,16, microtubules system of intracellular transport, and brain mitochondria17. The search for the drugs that can compensate or restore the lost functions of these neurotransmitter systems was initially regarded as the most obvious drug design strategy for treating AD. The cholinesterase inhibitors, donepezil, rivastigmine, galantamine, and memantine (a low-affinity noncompetitive NMDA receptor antagonist) are so far the main therapeutic agents for treating this disease18,19. Combined application of these agents in the therapy of AD is actively employed20,21,22.

An important trend in the rational design of drugs acting on the pathogenesis of the disease comprises efforts to stabilize the intracellular transport provided by the system of microtubules. It was found that AD is associated with pathological hyperphosphorylation of the τ-protein; the aggregated forms of the protein form neurofibrillary tangles, a typical pathomorphological marker of AD, which gives rise to multiple neuronal disorders23. Recently, it was found that particularly the total content of the tau-protein and the content of phospho-tau are the most reliable markers of the development of AD and mild cognitive impairments associated with AD. Among all plasma biomarkers analyzed, only the total tau was significantly associated with AD. CSF Aβ42, total tau, and phospho-tau also distinguished the mild cognitive impairment due to AD from stable MCI24. Our previous data showed that polymerization of tubulin (Tb) and microtubule-associated proteins (MAP) isolated from postmortem brain samples of AD patients led to a decrease in polymerization and generation of abnormal tangled and bundled microtubules (MT)25. On the other hand, we have shown that some acetylcholinesterase inhibitors, in particular amiridine, can restore the impaired structure of Tb-MAPs MT from an AD-affected brain26. In general, it appears that agents which stimulate polymerization of tubulin to microtubules with normal structure can be considered as a promising drug-like candidates for AD treatment27,28,29.

The key strategy of our study was to develop multiligand agents that could exert synergistic action on several various pathogenetic targets, resulting in considerable enhancement of the overall pharmacological effect, and to provide these drugs with both cognitive-stimulating and disease-modifying action. It is believed that the development of a single chemical molecule able to act simultaneously on multiple pathogenetic units of the disease can offer additional advantages over combinations of several drugs as regards both the optimal ADMET profile and reduction of the risk of adverse events caused by interaction of particular drug components30,31.

It should be noted that the concept of multitarget agents supposes the focused design of structures that simultaneously interact with number of principal targets involved in disease development but does not mean that the interaction with each target would be characterized by the highest efficacy. For instance, the inhibitors of AChE with strongest binding parameters are not drugs but toxic agents; the high-affinity ligands of NMDA receptors, such as MK-801 possess neurotoxic but not neuroprotective activity, and so on. So it is expected that the most promising multitarget agents should have the optimal combination of activities towards number of key targets with moderate binding (or inhibition) properties for each target, yet the optimal balance of inhibitory ability against each target in AD remains unknown. From this standpoint in the present work we tried to design the compounds that possess simultaneously the properties of blockers of NMDA-receptors, inhibitors of enzymes of cholinesterase family, modulators of mitochondrial functions and tubulin polymerization system stabilizers.

For this purpose, we synthesized several groups of novel compounds combining in one molecule several pharmacophore moieties of specific ligands whose biological targets are known to be involved in AD pathogenesis32,33. In the assembly of hybrid polyfunctional molecules, we used memantine (1-amino-3,5-dimethyladamantane hydrochloride) and its aminoadamantane derivative amantadine as the first pharmacophore and carbazole and tetrahydrocarbazole derivatives as the second pharmacophore (Fig. 1).

Figure 1.

Figure 1

Structures of Amantadine, Memantine, Carbazole and Tetrahydrocarbazole and the studied conjugates of carbazoles (C-1) and tetrahydrocarbazoles (C-2); R2 = CH3 – memantine derivatives, R2 = H – amantadine derivatives.

Carbazoles and tetrahydrocarbazoles are known to possess a broad range of biological activity. The carbazole skeleton is the key structural motif of many synthetic and naturally occurring biologically active compounds34. In recent years, promising compounds for the design of disease-modifying drugs for the therapy of AD have been found among carbazole derivatives. In particular, aminotetrahydrocarbazoles are able to stimulate neurogenesis and to stabilize the endoplasmic reticulum (ER) calcium homeostasis by attenuating the FAD-PS1 mediated exaggerated ER calcium release. These compounds can also improve the mitochondrial function measured by increased mitochondrial membrane potential and lower the Aβ peptide production by decreasing the cleavage of amyloid precursor protein (APP) by β-secretase, without notably affecting α- and γ-secretase cleavage activities35,36,37. The synthesis of compounds combining two pharmacophores, aminoadamantane and carbazole ones, linked by a 2-hydroxypropylene spacer (Fig. 1) was reported in our previous papers32,33,38.

Here we studied the action of conjugates С-1 and С-2 on the key targets of the cholinergic and glutamatergic systems, in particular, acetylcholinesterase (EC 3.1.1.7, AChE), butyrylcholinesterase (EC 3.1.1.8, BChE), and carboxylesterase, which is an enzyme structurally related to cholinesterases (EC 3.1.1.1, CaE), as well as on binding to the intrachannel and allosteric (ifenprodil-binding) sites of NMDA receptors and on the microtubule assembly from tubulin in the in vitro system. For the most active compounds with the ability to influence some mitochondrial parameters38, their effects on cellular neurotoxicity were evaluated.

Results

The inhibitory activity of the conjugates C-1 and C-2 towards human erythrocyte AChE, equine serum BChE, and porcine liver CaE

All conjugates of aminoadamantanes with carbazole derivatives were tested as AChE, BChE, and CaE inhibitors. It is known that inhibition of CaE by anticholinesterase compounds can lead to undesirable drug-drug interactions39. We used human erythrocyte AChE, equine serum BChE, and porcine liver CaE. It was shown previously that the two last-mentioned enzymes have a high identity to the human enzymes40,41. The inhibitory activity was characterized as the percentage of inhibition at 20 μM or as the IC50 value, i.e., the inhibitor concentration required to reduce the enzyme activity by 50%. As the reference compounds, we used the basic pharmacophores: memantine, amantadine, and carbazole. Bis-4-nitrophenyl phosphate (BNPP), which is a selective CaE inhibitor, and tacrine, which is an effective AChE and BChE inhibitor, were used as positive controls in the study of enzyme inhibition.

The results, which are summarized in Table 1, indicate that all conjugates of aminoadamantanes with carbazole derivatives (Fig. 1) inhibit AChE and CaE very weakly but have fairly high inhibitory activity towards BChE. All compounds demonstrate the micromolar activity and very high selectivity to BChE. They all are much more potent inhibitors that the reference compounds, memantine, amantadine, and carbazole (Table 1).

Table 1. Inhibitory activity (IC50, μM) of conjugates of aminoadamantanes with carbazole derivatives C-1 and C-2 (Fig. 1) towards AChE, BChE and CaE.

Compounds
IC50 (μM) ± SEM or (inhibition % at 20 μM)
No R R1 R2 AChE BChE CaE
C-1a H H H >20 (2.8%) 15.9 ± 1.0 >20 (9.3%)
C-1b H H CH3 n.a. 7.6 ± 0.3 >20 (10.5%)
C-1c Br Br H >20 (5.5%) 20.7 ± 0.2 >20 (25.3%)
C-1d Br Br CH3 >20 (6.1%) 55.4 ± 4.9 n.a.
C-1e CI CI H >20 (13.1%) 23.7 ± 0.4 50.1 ± 4.8
C-1f CI CI CH3 >20 (4.0%) 40.7 ± 3.2 n.a.
C-2a H H H >20 (4.6%) 7.29 ± 0.50 >20 (17.9%)
C-2b H H CH3 >20 (5.1%) 6.13 ± 0.40 >20 (10.1%)
C-2c CH3 H H >20 (3.9%) 20.02 ± 1.18 >20 (15.1%)
C-2d CH3 H CH3 >20 (2.2%) 33.0 ± 0.2 >20 (12.3%)
C-2e CH3 CH3 H >20 (7.1%) 9.17 ± 0.74 >20 (20.0%)
C-2f CH3 CH3 CH3 >20 (7.3%) 8.24 ± 0.36 >20 (10.3%)
C-2g F H H >20 (4.9%) 8.66 ± 0.32 >20 (15.4%)
C-2h F H CH3 >20 (8.8%) 5.43 ± 0.39 >20 (16.5%)
Memantine >20 (1.3%) >20 (13.7%) >20 (3.0%)
Amantadine >20 (3.4%) >20 (6.9%) >20 (3.2%)
Carbazole >20 (1.8%) >20 (16.1%) >20 (9.4%)
Tacrine 0.60 ± 0.05 0.0290 ± 0.0002 n.a.
BNPP n.a. n.a. 1.80 ± 0.11

*n.a. = not active.

Among all of the studied conjugates with the carbazole moiety, both containing amantadine and memantine as the second pharmacophore (C-1a–C-1f), the highest inhibitory activity is inherent in compounds C-1a and C-1b with R = R1 = H, the memantine derivative C-1b being twice as active (IC50 = 7.6 ± 0.3 μM) as the amantadine derivative (IC50 = 15.9 ± 1.0 μM). The other carbazole-containing conjugates also selectively inhibited BChE, but they were less active, with IC50 being in the 20–55 μM range.

The replacement of the carbazole pharmacophore (compounds C-1a–C-1f) by a tetrahydrocarbazole one (C-2a–C-2h) generally results in higher anti-BChE activity of the conjugate, except for compounds (С-2c) and (C-2d) with R = CH3, R1 = H, which retain lower inhibitory activities (Table 1). The other representatives of conjugates С-2 efficiently inhibit BChE, with IC50 values varying over a relatively narrow range, from 5.43 (C-2h) to 9.17 μM (C-2е). No significant difference was observed between the amantadine and memantine derivatives. The unsubstituted derivative C-2b (R = R1 = H) and fluorinated derivative C-2h (R = F, R1 = H) were most active among the tetrahydrocarbazoles and had IC50 = 6.13 ± 0.40 and 5.43 ± 0.39 μM, respectively.

The mechanism of inhibitory action of aminoadamantane conjugates with carbazole derivatives was illustrated in relation to two active compounds, C-1b and C-2g. The graphical analysis of the kinetic data on BChE inhibition by C-1b and C-2g in the Lineweaver–Burk double-reciprocal plot (Fig. 2) attests to a mixed type of inhibition, the inhibition constants being Ki = 2.11 ± 0.17 μM (competitive component) and αKi = 8.48 ± 0.38 μM (noncompetitive component) for C-1b and Ki = 4.62 ± 0.23 μM (competitive component) and αKi = 23.1 ± 2.7 μM (noncompetitive component) for C-2g.

Figure 2.

Figure 2

Steady state inhibition of BChE by compounds C-1b (A) and C-2g (B). Lineweaver-Burk reciprocal plots of initial velocity and substrate concentrations in the presence of inhibitors C-1b and C-2g, (three concentrations) and their absence are presented. The plots A and B show mixed-type inhibition.

Molecular modeling

The nature of high inhibitory activity and selectivity of aminoadamantane–carbazole conjugates towards BChE was assessed by molecular docking of the compounds to BChE active site. Autodock 4.2 and Vina results were in very good agreement.

Figure 3 shows the docked poses obtained during 256 runs of Lamarckian Genetic Algorithm (LGA) with respect of clusterization for compounds with amantadine (A) and memantine (B) moieties. Both amantadine and memantine moieties occupy the cavity in the BChE active site gorge below the peripheral anionic site (PAS, delimited by Asp 70 and Tyr332) and above the catalytic triad. Considering all binding poses obtained during molecular docking procedure, it can be noticed that the positions of amantadine and memantine moieties are very stable, while the positions of the linker and the carbazole part are highly variable.

Figure 3.

Figure 3

Binding positions obtained in 256 LGA runs, with respect of clusterization for compounds with amantadine (A) and memantine (B) fragments. Transparent surface shows a part of the BChE gorge engulfing these fragments. Catalytic triad of BChE Ser198•His438•Glu325 is shown in foreground; the residues of the PAS Asp70 and Tyr332 are also shown at the top.

For the subsequent analysis of the molecular docking results, only positions with the best binding affinities were used. The docked positions of conjugates of aminoadamantanes with carbazole derivatives С-1 and С-2 are presented in Fig. 4А–D.

Figure 4.

Figure 4

Molecular docking of conjugates C-1 and C-2 to the BChE active site. Dashed lines are showing hydrogen bonds (yellow) and salt bridges (orange). (A) Binding positions of R- (magenta) and S- (cyan) enantiomers of compound C-1b. (B) Overlay of compounds C-1a (peach) and C-1b (magenta) differing by amantadine and memantine fragments. (C) Overlay of compounds C-1b (magenta) and C-2b (yellow) differing by carbazole and tetrahydrocarbazole fragments. A side view comparing to panels A and B, bending of the ligands in the BChE gorge could be seen. As opposite to the Fig. 3, the view is reverse and the catalytic triad is on the background. (D) Overlay of compounds C-2b (yellow) and C-2h (green) differing by presence in the latter fluorine atom in the tetrahydrocarbazole ring, which causes flip of the ring.

Figure 4 shows that the strongest binding is secured by the salt bridge between the positively charged amino group and Asp70 side chain of the BChE PAS. Another specific interaction of the ligands with BChE gorge residues is the hydrogen bond formed by the hydroxyl group of 2-hydroxypropylene spacer. Compounds have a chiral center at the point of attachment; however, the results of molecular docking (Fig. 4A) suggest that the difference between the binding modes of the two enantiomers is insignificant, as it does not affect the overall position of the ligand in the gorge. The hydroxyl groups of the two enantiomers are hydrogen-bonded to different amino acid residues (Fig. 4A): Thr120 for the R-isomer and Asp70 for the S-isomer. No other differences were found. Owing to this similarity between the docked positions of the enantiomers, the docking results for only R-enantiomers of the inhibitors are described below.

According to Fig. 3, the positions of the amantadine and memantine groups are generally very similar; thus, these substituents do not cause significant changes in the ligand position (Fig. 4B for compounds C-1a and C-1b). Similarly, the position of the ligand does not change as the carbazole group is replaced by the tetrahydrocarbazole one (Fig. 4C); however, introduction of a halogen substituent, even as small as a fluorine atom, induces a flip of the carbazole group (Fig. 4D) to relieve the steric strain.

Radioligand study of the interaction of compounds with NMDA-receptor binding sites

The radioligand assay was used to study binding of conjugates С-1 and C-2 to various modulating sites of NMDA receptors. The competition of substances with [3H]MK-801 (dizocilpine) was used to determine the ability of compounds to interact with the whole pool of NMDA receptors, while the competition with [3H]ifenprodil attested to the ability of compounds to interact with the type of NMDA receptors containing NR2B subunits. The latter feature is of particular interest, because antagonists of NR2B-containing NMDA-receptors were recently found to possess a substantial therapeutic potential42,43.

Ifenprodil is known also to interact with several other receptors, such as α1 adrenergic44, serotonin45 and σ receptors46. However, since we used a membrane preparation of rat cerebral hippocampus having the greatest density of NR2B-containing NMDA receptors47 and a low concentration of [3H] ifeprodil (5 nM), according with its high affinity for NR2B48,49,50, it is possible to neglect the contribution of ifenprodil binding to somewhat less sensitive serotonin and α1 adrenergic receptors44,51. As for the σ receptors which also bind ifenprodil in nanomolar concentrations, in the used hippocampus membrane fraction, σ receptor density is significantly less than that of NMDA-receptors52. All this gives reason to believe that our primary screening results reflect the predominant binding of the test compounds to NR2B-containing NMDA receptors.

The ability to block the receptor sites was estimated by the IC50 value, which corresponds to the compound concentration sufficient for decreasing the level of the bound labeled specific ligand by 50%. The results summarized in Table 2 indicate that all aminoadamantane–carbazole conjugates (C-1) have a moderate affinity to the intrachannel (MK-801-binding) site of the NMDA receptor, except for compound С-1f, which contains two chlorine atoms in the carbazole moiety (IC50 = 22.4 μM). Conjugates C-1 are active to different extents towards the ifenprodil-binding site, this activity being more dependent on substituents in the carbazole moiety than on the structure of the aminoadamantane moiety. The highest ifenprodil-binding site blocking activity was found for combinations of unsubstituted carbazole and amantadine moieties (С-1a) (IC50 = 8.2 μM) and dichlorocarbazole and memantine moieties (C-1f) (IC50 = 14.6 μM). Furthermore, compound С-1а blocked only the ifenprodil-binding site, while С-1f blocked also the MK-801-binding site, although less efficiently than it blocked the ifenprodil site (IC50 = 22.4 μM),

Table 2. The binding of conjugates of aminoadamantanes with carbazole derivatives C-1 and C-2 (Fig. 1) to МК-801 and ifenprodil binding sites of NMDA receptor.

Compounds
Binding characteristics of compounds
No R R1 R2 % of [3H]МК-801 blockade at 100 μM of compound [3H]МК-801, IC50, μM % of [3H]ifenprodil blockade at 100 μM of compound [3H]ifenprodil, IC50, μM
C-1a H H H 83.5 ± 7.6 75.3 ± 6.9 74.2 ± 6.8 8.2 ± 0.8
C-1b H H CH3 68.5 ± 5.4 59.1 ± 4.9 76.2 ± 6.6 21.3 ± 1.9
C-1c Br Br H 55.1 ± 4.9 79.4 ± 7.5 85.3 ± 7.6 22.9 ± 1.8
C-1d Br Br CH3 33.8 ± 3.5 >100 67.6 ± 5.8 31.5 ± 3.3
C-1e CI CI H 28.3 ± 1.8 >100 70.6 ± 7.1 21.8 ± 1.8
C-1f CI CI CH3 72.8 ± 6.8 22.4 ± 2.1 71.4 ± 5.7 14.6 ± 1.5
C-2a H H H 32.3 ± 3.0 >100 71.6 ± 8.3 82.5 ± 9.3
C-2b H H CH3 62.2 ± 6.3 14.2 ± 2.3 58.4 ± 5.6 65.5 ± 6.1
C-2c CH3 H H 0 ± 2.0 >100 51.6 ± 7.2 98.4 ± 6.9
C-2d CH3 H CH3 18.3 ± 2.0 >100 31.4 ± 3.1 >100
C-2e CH3 CH3 H 29.3 ± 6.4 >100 67.2 ± 7.3 8.1 ± 1.7
C-2f CH3 CH3 CH3 65.2 ± 5.3 19.5 ± 1.6 71.4 ± 6.5 10.3 ± 1.9
C-2g F H H 0 ± 2.0 >100 48.4 ± 5.2 >100
C-2h F H CH3 88.5 ± 9.0 27.4 ± 4.1 87.2 ± 7.3 10.4 ± 2.9
Memantine 100 1.36 ± 0.086 11.2 ± 1.1 >100
Amantadine 57.2 ± 5.5 35.5 ± 3.2 44.6 ± 4.6 >100

Unlike carbazole conjugates, some tetrahydrocarbazole conjugates with aminoadamantanes (С-2) were found to exhibit high affinity to the NMDA receptor intrachannel (MK-801-binding) site (compound С-2b), ifenprodil-binding site (C-2e), and both sites (С-2f, С-2h, Table 2). Comparison of analogous conjugates formed by carbazoles and tetrahydrocarbazoles shows that whereas in the case of carbazoles, compound С-1а devoid of substituents in the carbazole moiety has the highest activity towards the ifenprodil-binding site, analogous tetrahydrocarbazole derivative С-2а (R = R1 = H) is inactive, while compound C-2e containing two methyl groups in the tetrahydrocarbazole moiety is active, the activities of С-1a and C-2e being virtually equal.

Among tetrahydrocarbazole derivatives, C-2f (IC50 = 19.5 and 10.3 μM, respectively) and C-2h (IC50 = 27.4 and 10.4 μM, respectively) are most active towards both binding sites; compound C-2b is selective towards MK-801-binding site (IC50 = 14.2 μM); and compound С-2е is selective towards the ifenprodil-binding site (IC50 = 8.1 μM).

It is noteworthy that among all of the conjugates studied, the activity towards the MK-801-binding site was found only for conjugates containing memantine rather than amantadine. The activity towards the ifenprodil-binding site is a characteristic distinctive feature of the new conjugates, as the initial pharmacophores, carbazoles and aminoadamantanes, do not possess this activity.

Influence of the compounds on the microtubule assembly and structure

The primary screening for the effect on tubulin polymerization in vitro was performed using a commercial tubulin in the presence of 0.1 mM of the carbazole–aminoadamantane conjugates. In blank probes, tubulin (40 μM) polymerization in the presence of 10% DMSO (as in the case of test probes) leads to absorbance increase after a rather long (80–120 minutes) lag period. The primary screening allowed us to reveal the compounds that substantially reduced the lag period and increased the polymerization rate and the amount of aggregates formed. The results are summarized in Table 3 as the maximum rate of absorbance increase for a tubulin- microtubules suspension normalized to the blank value.

Table 3. Influence of conjugates of aminoadamantanes with carbazole derivatives C-1 and C-2 (Fig. 1) on tubulin polymerization.

Compounds (dA355/dt)max, % (at 100 μM of compound)
No R R1 R2 100 ± 14
C-1a H H H 192 ± 14
C-1b H H CH3 249 ± 16
C-1c Br Br H 124 ± 17
C-1d Br Br CH3 104 ± 24
C-1e CI CI H 100 ± 8
C-1f CI CI CH3 101 ± 15
C-2a H H H 155 ± 22
C-2b H H CH3 127 ± 10
C-2c CH3 H H 152 ± 12
C-2d CH3 H CH3 182 ± 16
C-2e CH3 CH3 H 158 ± 19
C-2f CH3 CH3 CH3 133 ± 14
C-2g F H H 164 ± 18
C-2h F H CH3 330 ± 40
Memantine 89 ± 7
Amantadine 98 ± 16
Carbazole 123 ± 12
Paclitaxel (5 μM) 487 ± 32

Data presented as percent of maximum rate of 355 nm absorbance increase due to microtubules assembly. 100% - maximum rate of 355 nm absorbance in control probe with only vehicle (10% of DMSO).

For both carbazole and tetrahydrocarbazole conjugates, no regular patterns and significant dependence on the second pharmacophore, either amantadine or memantine, was found. The introduction of chloro- or bromo- substituent’s into the carbazole pharmacophore results in almost complete loss of the ability to stimulate tubulin polymerization (С-1с–C-1f). Meanwhile, the introduction of fluorine into the tetrahydrocarbazole pharmacophore is accompanied by a considerable enhancement of the tubulin polymerization-stimulating effect (С-2g and C-2h) (Table 3).

The most pronounced ability to promote the assembly of microtubules was found for carbazole derivatives C-1a and C-1b (R = R1 = H), tetrahydrocarbazole derivatives C-2d (R = CH3, R1 = H), and fluorine-containing compound C-2h (R = F, R1 = H), which, being present in 0.1 mM concentration, increased the tubulin polymerization rate to 192 ± 14, 249 ± 16, 182 ± 16, and 330 ± 40%, respectively. In the case of the most active fluorinated derivative (C-2h), a concentration dependence of this effect was shown, with simultaneous shortening of the lag period and increase in the maximum absorbance of tubulin suspensions with respect to the blank (Fig. 5), which implies a higher content of polymerized tubulin.

Figure 5.

Figure 5

Influence of compounds C-2h (a) and C-1a (b) on polymerization of tubulin to microtubules: kinetics of absorbance increase at λ 355 nm with tubulin polymerization to microtubules.

An electron microscopy examination of the resulting tubulin polymers using the negative staining technique demonstrated that in the presence of all active compounds, in particularly of C-2h and C-1a, microtubules of the normal structure are formed (Fig. 6A), i.e., long and straight microtubules of a regular shape, arranged in pairs, similar to the microtubules of the blank experiment (Fig. 6B).

Figure 6.

Figure 6

Microtubules formed in the presence of (a) only vehicle (control), (b) 100 μM of compound С-2h, (c) 100 μM of compound С-1a. Electron microscopy (x10, 000) was performed after in vitro polymerization of tubulin.

Evaluation of the cytoprotective properties of the compounds

In order to evaluate the potential neuroprotective action of new compounds, we studied the effect of the most promising fluorinated compounds C-2g and C-2h on the ionomycin-induced cytotoxicity in relation to the SH-SY5Y neuroblastoma cell culture. As can be seen in Fig. 7, the incubation for 24 hours with 3 μМ ionomycin reduces the neuroblastoma cell survival by 36 ± 4%. The presence of 1 μМ of compounds C-2h and C-2g efficiently suppresses the development of ionomycin-induced cytotoxicity and cell survival increases to 84 ± 4% and 89 ± 4%, respectively. It should be noted that in the absence of ionomycin compounds C-2g and C-2h in the studied concentrations did not affect the MTT test parameters (i.e., cell survival did not differ significantly from 100%).

Figure 7.

Figure 7

Influence of compounds C-2g and C-2h on ionomycine-induced toxicity of the human neuroblastoma cell line, SH-SY5Y. Incubation of cells with the test compounds and ionomycine was during 24 hours. Then dehydrogenase activity was measured by MTT test. Control samples contained DMSO (≤1%) instead of the test compounds. Ionomycine concentration was 3 μM. *Indicates p < 0.05 compared to the control cultures (T-test), #p < 0.05 compared to the ionomycine (ANOVA-test).

Discussion

The key goal of this work was a focused design of original multitarget compounds as drug candidates for the therapy of neurodegenerative diseases; first of all, AD, the pathogenesis of which is associated in particularly with the impairment of cholinergic and glutamatergic neurotransmitter systems and with the disorder of microtubule system. We made use of the idea of development of hybrid templates comprising pharmacophores of specific ligands of the key targets involved in the pathogenesis of such diseases, namely, aminoadamantane and carbazole derivatives.

The primary screening of the newly synthesized series of compounds was carried out using the integrated screening system comprising measurement of the inhibitory activity towards AChE, BChE, and CaE, determination of binding to two sites of the NMDA-subtype of glutamate receptors by radioligand assay, and elucidation of the influence of new compounds on the in vitro microtubule assembly from tubulin. Memantine, amantadine, and carbazole were used as the reference compounds. In order to identify the hit compounds in each screening block, a more detailed investigation on the comparative analysis of interaction with various types of cholinesterases was performed by enzyme kinetics and molecular docking methods. The IC50 values for the most effective glutamate receptor modulators were determined, and the structure of the tubulin polymers formed in the presence of compounds that exhibited the ability to promote this process was examined by electron microscopy, and the neuroprotective activity of two promising compounds was tested on the calcium overload cellular model.

The results presented in Table 1 indicate that, irrespective of the combination of pharmacophores (aminoadamantane and carbazole ones), all of the conjugates we studied inhibited very weakly AChE and CaE, but showed fairly high inhibitory activity towards BChE. That is, unlike reference compounds, memantine, amantadine, and carbazole, which almost do not inhibit any of these esterases, the novel conjugates are selective BChE inhibitors, with an inhibitory action being manifested in the micromolar range. The inhibition is reversible and occurs by a mixed-type mechanism (Fig. 2). Very low activity of conjugates C-1 and C-2 against AChE indicates that these compounds will not cause unwanted side effects as inherent AChE inhibitors, and lacking inhibitor activity against CaE suggests they will not cause adverse drug-drug interactions.

The results of kinetic measurements are confirmed by the data of molecular docking, which demonstrated that the amantadine and memantine moieties of the conjugates are located in the cavity of the BChE active site gorge below the peripheral anionic site and above the catalytic triad, and the conjugate binding is mainly due to the salt bridge between the positively charged secondary amino group of the ligand and the Asp70 side chain. One more specific interaction of the ligand with BChE is hydrogen bonding of the hydroxyl group of 2-hydroxypropylene spacer. Furthermore, the molecular docking results are in good agreement with the measured anti-BChE activity of the conjugates, which is within one order of magnitude for all of the compounds. Despite the differences between the structures of substituents, the ligand positions are very close to one another (almost identical) in all cases and fit well into the BChE gorge.

As regards the very weak inhibition of AChE by these conjugates, it is known that the AChE active site gorge is much narrower than that of BChE. Indeed, the cavity in the BChE active site gorge capable of accommodating an amantadine/memantine moiety is formed, in particular, by a small side group of the Ala328 residue, which corresponds to markedly larger Tyr337 residue in AChE; this precludes accommodation of the bulky and rigid amantadine/memantine moiety in this part of the AChE gorge. Also, a typical feature of the AChE active site gorge is the presence of so-called bottleneck formed by Tyr341 and Tyr124 residues, which control the downward movement of ligands to the active site and which can be impassable for the most bulky and rigid groups53. As in many other cases, these differences between the active site gorge structures in AChE and BChE dictate the selective inhibition of these related enzymes53,54. It is noteworthy that selective inhibition of BChE compared with AChE was also found for adamantyl derivatives known from the literature55,56.

In a healthy brain, acetylcholine is mainly hydrolyzed by AChE, whereas BChE plays an auxiliary role. However, in AD patients, the AChE activity decreases, whereas the activity of BChE gradually increases. This leads to a higher role of BChE as a therapeutic target for reducing the cholinergic deficiency present in AD patients57,58,59. As shown in recent studies, selective BChE inhibitors increase the acetylcholine level in brain and improve the cognitive functions in aged rodents, without inducing the classical side effects of AChE inhibitors60. Selective BChE inhibitors were shown to ameliorate the cognitive dysfunction induced by Aβ peptide in mice. BChE inhibition, as well as AChE inhibition, is now considered as a viable therapeutic strategy for cognitive dysfunction in AD57. Moreover, in AD case, numerous Aβ plaques are associated with BChE activity, which was also shown in a 5xFAD mouse model of AD. Knock-out of BChE (5xFAD/BChE-KO) led to about 70% diminished fibrillar Aβ plaque deposition. This suggests that the lack of BChE reduces the deposition of fibrillar Aβ in AD61,62,63,64, thus demonstrating that diminished BChE activity could prove beneficial as a curative approach to AD. These new data obtained on animal models along with analysis of clinical investigations65 indicate that BChE is a promising target for AD treatment and that inhibiting this enzyme would be of clinical value. High activity and BChE selectivity of conjugates C-1a, C-1b, C-2a, С-2b, С-2e, С-2f, С-2g, and C-2h are of interest for the design of drugs for safer therapy of AD.

The use of NMDA receptor antagonists for treating AD and other neurodegenerative diseases is currently restricted to memantine, a low-affinity intrachannel MK-801-binding site blocker66, which shows a good potential dependence of the ligand binding. No other blockers, apart from nitromemantine, functioning similarly to memantine and having therapeutic prospects have currently been registered67. It is known that NMDA receptors play an important role in the mammalian brain, being involved not only in the brain development and cognitive processes, but also in the development of some acute and chronic neurodegenerative diseases, including stroke, AD, and depression. An important role in implementation of the neurophysiological functions of NMDA receptors belongs to so-called NR2В subunits. Blockage of the NR2B subunits was shown to be responsible for the cognitive-stimulating and neuroprotective action of drugs, and also to mitigate the neuropathic pain, and to prevent convulsions43,68,69. The search for effective antagonists of NMDA receptors containing NR2B subunits is an important trend in the search for new neuroprotective agents43,70,71,72. The active compounds found in this study (C-1a and C-2e) are of considerable interest as a new original chemotype of ifenprodil-binding site blockers for NMDA-receptors.

Currently, there are very few known NMDA receptor blockers that are capable of blocking simultaneously the MK-801-binding site and ifenprodil-binding site50. Therefore, the ability to block both the allosteric (ifenprodil-binding) site of NMDA receptors and the intrachannel (MK-801-specific) binding site found for a number of synthesized compounds (C-1f, C-2f, and C-2h) appears to be a valuable result boosting the expected therapeutic potential of these compounds for treating AD, stroke, and/or depressions.

The simultaneous ability to selectively inhibit BChE (without noticeable suppression of the AChE activity) and block the ifenprodil-binding site of NMDA receptors found for some new compounds (С-1a, C-2e, C-2f, and C-2h) may substantially enhance the general therapeutic effect in the treatment of AD and as well as related diseases.

Among the new conjugates, aminoadamantane and carbazole derivatives described in this study, some compounds were found to accelerate tubulin polymerization, increase the amount of polymerized tubulin to microtubules of a normal structure. First of all, these are compounds С-1a, С-1b, and С-2d and the most active microtubule stabilizer, С-2h. The ability to potentiate the assembly of microtubules of a normal structure is of particular interest for the development of the new, disease-modifying type of drugs. Currently, several agents with this type of pharmacological activity are under clinical trials, in particular, these are the taxoid TPI-287, Epothilone B (phase I clinical trials), and NAP peptide or davunetide (phase II/III clinical trials)73. As abovementioned, microtubule structure disturbance, suppression of tubulin polymerization, and destabilization of microtubules are distinctive features of AD and some other neurodegenerative diseases. The destabilization of axonal microtubules is considered to account for one of the determining and early signs of neurodegeneration, viz., the degradation of axons. The neuron axonal microtubules are most stable as compared with the microtubules of other cells; however, they still occur in dynamic equilibrium with tubulin dimers, and excessive stabilization may result in neuropathy, as was shown for paclitaxel74. Therefore, it appears pertinent to look for moderate stabilizers of microtubules, and compounds potentiating the assembly of microtubules identified in the present study can be assigned to this particular class.

An important contribution to the neuroprotective potential can also be made by the ability of the compounds (C-2g) to diminish, in the dose-dependent manner, the calcium-induced swelling of isolated mitochondria, which may indicate the properties of this compound and its derivatives as inhibitors of mitochondrial permeability transition38. This specific process plays a key role in the cell death cascade in both the physiological cell apoptosis and various neurotoxic scenarios (glutamate excitotoxicity, amyloid toxicity, etc.). A condition absolutely necessary for the induction of this process is a considerable increase in the calcium concentration. Therefore, we studied the possible neuroprotective potential of compound C-2g and its memantine-containing analogue C-2h, the lead compound which exhibited multitarget activity in this study, on the ionomycin-induced cytotoxicity for the SH-SY5Y neuroblastoma cell culture.

In the study of the neuroprotective effect on the cellular model of neurodegeneration both compounds efficiently protected cells from death at ionomycin-induced calcium overload. This model reflects, at some extent, the major cause of cell death in hypoxic-ischemic injury, upon the β-amyloid action, or under excitotoxicity conditions. The results suggest neuroprotective action of compounds С-2g and С-2h under various conditions of neurotoxicity associated with the neuronal calcium overload and, at least one possible mechanism of this effect is the mitochondrial permeability transition inhibition.

Conclusions

The strategy of focused synthesis of multipharmacophore compounds was utilized to prepare and study a novel group of compounds based on aminoadamantane/carbazole conjugates. Compounds of this class were found to act on a group of biological targets that play an important role in the development of AD and other neurodegenerative diseases related to the disorder of cholinergic and glutamatergic neurotransmitters systems, impairment of the microtubule system and mitochondrial dysfunction. First of all, these compounds selectively inhibit BChE, block NMDA receptors containing NR2B subunits, while maintaining the functions of MK-801-binding site blockers. They also possess the properties of stabilizers of microtubules and the ability to protect nerve cells from death at the calcium overload. The leading compound C-2h has shown the most promising results in all analyzed parameters. This allows us to consider these compounds as promising candidates for the design of multitarget disease-modifying drugs for treating AD and related neuronal pathologies.

Materials and Methods

Chemistry

The studied conjugates of aminoadamantanes and carbazole derivatives (Fig. 1) have been synthesized as described previously32,33,38.

Biological assay

In vitro AChE, BChE, and CaE inhibition

Acetylcholinesterase (AChE, EC 3.1.1.7, from human erythrocyte), butyrylcholinesterase (BChE, EC 3.1.1.8, from equine serum), carboxylesterase (CaE, EC 3.1.1.1, from porcine liver), acetylthiocholine iodide (ATCh), butylthiocholine iodide (BTCh), 5,5′-dithiobis-(2-nitrobenzoic acid) (DTNB), and 4-nitrophenol acetate (4-NPA), were purchased from Sigma-Aldrich (Germany).

The AChE and BChE activities were measured by the method of Ellman and co-workers as described earlier75. The assay solution consisted of 0.1 M K/Na phosphate buffer (pH 7.5, 25 °C) with the addition of 0.33 mM DTNB, 0.02 unit/mL of AChE or BChE, and 1 mM of substrate (ATCh or BTCh, respectively). The assays were carried out with a blank containing all components except ATCh and BTCh in order to take account of a non-enzymatic reaction.

The activity of CaE was determined spectrophotometrically by the release of 4-nitrophenol at 405 nm76. The assay solution consisted of 0.1 M K/Na phosphate buffer (pH 8.0, 25 °C) with the addition of 1 mM 4-nitrophenyl acetate and 0.02 unit/mL of CaE. The assays were carried out with a blank containing all components except CaE.

The test compounds were dissolved in DMSO; the incubation mixture contained 2% of the solvent. Eight different concentrations of the test compounds in the range of 10−11–10−4 M were selected in order to obtain inhibition of AChE and BChE activity between 20% and 80%. The test compounds were added to the assay solution and pre-incubated at 25 °C with the enzymes for 10 min followed by the addition of the substrate. A parallel control was made for the assay solution with no inhibitor. Measurements were performed in a FLUOStar OPTIMA multifunctional reader (BMG Labtech, Germany). Each experiment was performed in triplicate. The results were expressed as the mean ± SEM. The reaction rates in the presence and absence of inhibitor were compared, and the percentage of residual enzyme activity due to the presence of test compounds was calculated. The IC50 (the concentration of inhibitor required to decrease the enzyme activity by 50%) values were determined graphically from inhibition curves (log inhibitor concentration vs percentage of residual enzyme activity) using the Origin 6.1 software.

Kinetic analysis of BChE inhibition. Determination of steady-state inhibition constants

To elucidate the inhibition mechanisms for the active compounds, the BChE residual activity was determined in the presence of three increasing concentrations of the test compounds and six decreasing concentrations of the substrates. The test compounds were pre-incubated with the enzymes at 25 °C for 10 min, followed by the addition of the substrates. Parallel controls were made to find the rate of hydrolysis of the same concentrations of substrates in the solutions with no inhibitor. The kinetic parameters of substrate hydrolysis were determined. Measurements were performed in a FLUOStar OPTIMA multifunctional reader (BMG Labtech, Germany). Each experiment was performed in triplicate. The results were fitted into Lineweaver-Burk double-reciprocal kinetic plots of 1/V versus 1/[S] and the values of inhibition constants Ki (competitive component) and αKi (noncompetitive component) were calculated using the Origin 6.1 software.

Radioligand study of interaction of the compounds with NMDA-receptor binding sites

The effect of test compounds on the radioligand binding to NMDA receptors was determined by using a modified method, as reported earlier by Zhou L-M and co- workers77. Two radioactive ligands were used: [3H] MK-801 (dizocilpine) with a specific activity of 210 Ci/mmol, binding to all isolated NMDA receptors, and [3H] ifenprodil with a specific activity of 79 Ci/mmol, binding only to NMDA receptors containing the NR2B subunit47,78.

A hippocampal membrane specimen for radioligand analysis was prepared by the techniques described previously79. The obtained membrane pellet was resuspended in a work buffer (5 mM HEPES/4.5 mM Tris buffer, pH 7.6) in a ratio of 1:5 and stored in liquid nitrogen. The reaction mixture (the final volume of 0.5 ml) contained 200 μl of the working buffer, 50 μl of 50 nM radioligand solution, and 250 μl of the membrane suspension. Nonspecific binding was determined in the presence of 50 μl of 1 mM of unlabeled ligand.

For binding study, the reaction mixture was incubated at room temperature for 2 hours. After incubation, the samples were filtered through GF/B glass-fiber filters (Whatman), washed with the work buffer, dried, and transferred to scintillation vials to which 5 ml of scintillation fluid was added containing 4 g of diphenyloxazole (PPO), 0.2 g of diphenyloxazoil benzene (POPOP), and 1 liter of toluene. The radioactivity was determined in a TriCarb2800 TR scintillation counter (Perkin Elmer, Packard, USA) with counting efficiency of about 65%.

The effect of the test compounds on the binding of [3H] MK-801 and [3H] ifenprodil to rat hippocampal membranes was studied by adding 50 μl of the test compounds in the concentration range of 10−8–10−3 M to the incubation medium. By the results of inhibition, IC50 values were calculated for the test compounds using GraphPadPrism 4 Demo. In the cases where inhibition by the test compound in the 100 μM concentration did not exceed 50%, the value of IC50 was not determined (n/d).

Molecular modeling

For molecular modeling, the secondary amino group was considered ionized, which is supported by Marvin 14.9.1.0 (ChemAxon, http://www.chemaxon.com) pKa estimation around 10. The ligands under consideration have a chiral center at the point of the hydroxyl group attachment, and both enantiomers were used for molecular modeling. The ligand geometries were optimized quantum-mechanically using Gamess-US package80, the B3LYP DFT method in the 6–31 G* basis set.

For molecular docking of the ligands into BChE, the PDB ID 1P0I81 structure was used. The protein structure was prepared, saturated with water molecules, and optimized using QM/MM method as reported previously82,83. The molecular docking with a Lamarckian Genetic Algorithm (LGA)84 was performed with the Autodock 4.2.685 and AutoDock Vina 1.1.2 software86. The grid box for docking included the whole BChE active site and the gorge with 15 Å × 20.25 Å × 18 Å dimensions with grid spacing of 0.375 Å. The main of selected LGA parameters were 256 runs, 25 × 106 evaluations, 27 × 104 generations and population size of 300. For AutoDock Vina the same box and exhaustiveness 40 were used. The structural images were prepared with PyMOL (Schrödinger, LLC).

Tubulin polymerization

The assembly of tubulin into microtubules was carried out using pure tubulin from HTS- Tubulin polymerization assay kit (Cytoskeleton, Inc., Denver, USA). Tubulin polymerization assay was based on an adaptation of the original method of Shelanski et al. and Lee et al.87,88, who demonstrated that light is scattered by microtubules to an extent that is proportional to the concentration of microtubule polymer. The standard polymerization reaction contained 100 μl of a 4 mg/ml tubulin solution in 80 mM PIPES (pH 6.9), 0.5 mM EGTA, 2 mM MgCl2, and 1 mM GTP. Polymerization was monitored by observing the change in the absorbance on a Plate reader Victor (Perkin Elmer, Finland) at λ = 355 nm. The parameter Vmax = (dA355/dt)max normalized to control probes (%) was used to compare the action of the compounds. Electron microscopic monitoring was carried out on Carl Zeiss Libra 120 Electron Microscope (Carl Zeiss Meditec AG, Jena, Germany) at 120 kV using negative countstaining89.

Effect of compounds on Ionomycin-induced toxicity in SH-SY5Y neuroblastoma cells

The human neuroblastoma cell line SH-SY5Y was used for all experiments. The cells were cultured in a humidified, 5% (v/v) CO2-controlled environment at 37 °C, and grown in MEM/F12 culture medium supplemented with 15% fetal bovine serum (FBS), 100 U/mL penicillin, and 100 mg/mL streptomycin90.

The cell viability was evaluated as the dehydrogenase activity with the 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) assay91. Briefly, the SH-SY5Y cells were incubated with 0.1 and 1 μM of a test compound or an equal volume of the vehicle (<1% of the whole volume of the medium under the layer of cells) and 3 μM ionomycine for 24 h. The absorbance was measured at 570 nm using a Victor microplate reader (Perkin Elmer).

Additional Information

How to cite this article: Bachurin, S. O. et al. Novel conjugates of aminoadamantanes with carbazole derivatives as potential multitarget agents for AD treatment. Sci. Rep. 7, 45627; doi: 10.1038/srep45627 (2017).

Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Acknowledgments

The study was supported by the grant of the Russian Science Foundation (project number 14-23-00160). Authors are grateful to the Lomonosov State University Research Super Computer Center for providing computational facilities92.

Footnotes

The authors declare no competing financial interests.

Author Contributions N.P.B., N.V.K., S.V.L., P.N.S., M.E.N., O.M.R., E.V.B., A.V.G., V.P.F., V.B.S. and A.Y.A., designed and performed experiments; S.O.B., E. F.S., G.F.M., V.V.G., V.E., G.E.B. and G.A., analyzed the data; S.O.B., E. F.S., G.F.M., V.E., G.E.B., and G.A., discussed and wrote the manuscript.

References

  1. Huang Y. & Mucke L. Alzheimer mechanisms and therapeutic strategies. Cell 148, 1204–1222, doi: 10.1016/j.cell.2012.02.040 (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
  2. Gandy S. & DeKosky S. T. Toward the treatment and prevention of Alzheimer’s disease: rational strategies and recent progress. Annu. Rev. Med. 64, 367–383, doi: 10.1146/annurev-med-092611-084441 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  3. 2015 Alzheimer’s disease facts and figures. Alzheimers Dement. 11, 332–384, doi: 10.1016/j.jalz.2015.02.003 (2015). [DOI] [PubMed] [Google Scholar]
  4. Cummings J. L., Morstorf T. & Zhong K. Alzheimer’s disease drug-development pipeline: few candidates, frequent failures. Alzheimers Res Ther 6, 37, doi: 10.1186/alzrt269 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  5. Citron M. Alzheimer’s disease: strategies for disease modification. Nat. Rev. Drug Discov. 9, 387–398, doi: 10.1038/nrd2896 (2010). [DOI] [PubMed] [Google Scholar]
  6. Carreiras M. C., Mendes E., Perry M. J., Francisco A. P. & Marco-Contelles J. The multifactorial nature of Alzheimer’s disease for developing potential therapeutics. Curr. Top. Med. Chem. 13, 1745–1770 (2013). [DOI] [PubMed] [Google Scholar]
  7. Bachurin S. O., Bovina E. V. & Ustyugov A. A. Drugs in Clinical Trials for Alzheimer’s Disease: The Major Trends. Med. Res. Rev., doi: 10.1002/med.21434 (2017). [DOI] [PubMed] [Google Scholar]
  8. Bolognesi M. L. & Cavalli A. Multitarget Drug Discovery and Polypharmacology. ChemMedChem, doi: 10.1002/cmdc.201600161 (2016). [DOI] [PubMed] [Google Scholar]
  9. Rosini M., Simoni E., Minarini A. & Melchiorre C. Multi-target design strategies in the context of Alzheimer’s disease: acetylcholinesterase inhibition and NMDA receptor antagonism as the driving forces. Neurochem. Res. 39, 1914–1923, doi: 10.1007/s11064-014-1250-1 (2014). [DOI] [PubMed] [Google Scholar]
  10. Agis-Torres A., Solhuber M., Fernandez M. & Sanchez-Montero J. M. Multi-Target-Directed Ligands and other Therapeutic Strategies in the Search of a Real Solution for Alzheimer’s Disease. Curr. Neuropharmacol. 12, 2–36, doi: 10.2174/1570159X113116660047 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  11. Dias K. S. & Viegas C. Jr. Multi-Target Directed Drugs: A Modern Approach for Design of New Drugs for the treatment of Alzheimer’s Disease. Curr. Neuropharmacol. 12, 239–255, doi: 10.2174/1570159X1203140511153200 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  12. Makhaeva G. F. et al. Conjugates of gamma-Carbolines and Phenothiazine as new selective inhibitors of butyrylcholinesterase and blockers of NMDA receptors for Alzheimer Disease. Sci. Rep. 5, 13164, doi: 10.1038/srep13164 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
  13. Mufson E. J., Counts S. E., Perez S. E. & Ginsberg S. D. Cholinergic system during the progression of Alzheimer’s disease: therapeutic implications. Expert Rev. Neurother. 8, 1703–1718, doi: 10.1586/14737175.8.11.1703 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
  14. Blasco H., Mavel S., Corcia P. & Gordon P. H. The glutamate hypothesis in ALS: pathophysiology and drug development. Curr. Med. Chem. 21, 3551–3575 (2014). [DOI] [PubMed] [Google Scholar]
  15. Cacabelos R., Takeda M. & Winblad B. The glutamatergic system and neurodegeneration in dementia: preventive strategies in Alzheimer’s disease. Int. J. Geriatr. Psychiatry 14, 3–47 (1999). [DOI] [PubMed] [Google Scholar]
  16. Canas P. M., Simoes A. P., Rodrigues R. J. & Cunha R. A. Predominant loss of glutamatergic terminal markers in a beta-amyloid peptide model of Alzheimer’s disease. Neuropharmacology 76 Pt A, 51–56, doi: 10.1016/j.neuropharm.2013.08.026 (2014). [DOI] [PubMed] [Google Scholar]
  17. Shevtzova E. F., Kireeva E. G. & Bachurin S. O. Effect of beta-amyloid peptide fragment 25-35 on nonselective permeability of mitochondria. Bull. Exp. Biol. Med. 132, 1173–1176, doi: 10.1023/a:1014559331402 (2001). [DOI] [PubMed] [Google Scholar]
  18. Klafki H. W., Staufenbiel M., Kornhuber J. & Wiltfang J. Therapeutic approaches to Alzheimer’s disease. Brain 129, 2840–2855, doi: 10.1093/brain/awl280 (2006). [DOI] [PubMed] [Google Scholar]
  19. Mangialasche F., Solomon A., Winblad B., Mecocci P. & Kivipelto M. Alzheimer’s disease: clinical trials and drug development. Lancet Neurol. 9, 702–716, doi: 10.1016/S1474-4422(10)70119-8 (2010). [DOI] [PubMed] [Google Scholar]
  20. Gauthier S. & Molinuevo J. L. Benefits of combined cholinesterase inhibitor and memantine treatment in moderate-severe Alzheimer’s disease. Alzheimers Dement. 9, 326–331, doi: 10.1016/j.jalz.2011.11.005 (2013). [DOI] [PubMed] [Google Scholar]
  21. Parsons C. G., Danysz W., Dekundy A. & Pulte I. Memantine and cholinesterase inhibitors: complementary mechanisms in the treatment of Alzheimer’s disease. Neurotox. Res. 24, 358–369, doi: 10.1007/s12640-013-9398-z (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  22. Ihalainen J. et al. Effects of memantine and donepezil on cortical and hippocampal acetylcholine levels and object recognition memory in rats. Neuropharmacology 61, 891–899, doi: 10.1016/j.neuropharm.2011.06.008 (2011). [DOI] [PubMed] [Google Scholar]
  23. Iqbal K., Liu F., Gong C. X., Alonso Adel C. & Grundke-Iqbal I. Mechanisms of tau-induced neurodegeneration. Acta Neuropathol 118, 53–69, doi: 10.1007/s00401-009-0486-3 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
  24. Olsson B. et al. CSF and blood biomarkers for the diagnosis of Alzheimer’s disease: a systematic review and meta-analysis. Lancet Neurol. 15, 673–684, doi: 10.1016/s1474-4422(16)00070-3 (2016). [DOI] [PubMed] [Google Scholar]
  25. Shevtsov P. N., Shevtsova E. F., Burbaeva G. & Bachurin S. O. Disturbed assembly of human cerebral microtubules in Alzheimer’s disease. Bull. Exp. Biol. Med. 141, 265–268 (2006). [DOI] [PubMed] [Google Scholar]
  26. Shevtsov P. N., Shevtsova E. F. & Burbaeva G. Effect of tacrine, amiridine, akatinol memantine, and triazolam on phosphorylation, structure, and assembly of microtubules from brain microtubular proteins in Alzheimer diseases. Bull. Exp. Biol. Med. 145, 218–222 (2008). [DOI] [PubMed] [Google Scholar]
  27. Hur E. M. & Lee B. D. Microtubule-Targeting Agents Enter the Central Nervous System (CNS): Double-edged Swords for Treating CNS Injury and Disease. Int. Neurourol. J. 18, 171–178, doi: 10.5213/inj.2014.18.4.171 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  28. Sengottuvel V. & Fischer D. Facilitating axon regeneration in the injured CNS by microtubules stabilization. Commun. Integr. Biol. 4, 391–393, doi: 10.4161/cib.4.4.15552 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
  29. Ballatore C. et al. Microtubule stabilizing agents as potential treatment for Alzheimer’s disease and related neurodegenerative tauopathies. J. Med. Chem. 55, 8979–8996, doi: 10.1021/jm301079z (2012). [DOI] [PMC free article] [PubMed] [Google Scholar]
  30. Rosini M. Polypharmacology: the rise of multitarget drugs over combination therapies. Future Med. Chem. 6, 485–487, doi: 10.4155/fmc.14.25 (2014). [DOI] [PubMed] [Google Scholar]
  31. Cavalli A. et al. Multi-target-directed ligands to combat neurodegenerative diseases. J. Med. Chem. 51, 347–372, doi: 10.1021/jm7009364 (2008). [DOI] [PubMed] [Google Scholar]
  32. Bachurin S. O. et al. Adamantane-bearing indoles and their hydrochlorides, with the property of cytoprotection, pharmacological agent based on them and method of treatment and prevention of diseases associated with increase of cytosolic concentration of calcium. Russian Fedeartion patent Appl. #2015146080 (2015).
  33. Bachurin S. O., Sokolov V. B., Aksinenko A. Y., Shevtsova E. F. & Shevtsov P. N. Adamantane-bearing indoles and their hydrochlorides, with the property of stabilizing microtubules, methods for their preparation, pharmacological agent based on them and method of treatment and prevention of diseases associated with impaired microtubule system. Russian Federation patent Appl. #2015146079 (2015).
  34. Gluszynska A. Biological potential of carbazole derivatives. Eur. J. Med. Chem. 94, 405–426, doi: 10.1016/j.ejmech.2015.02.059 (2015). [DOI] [PubMed] [Google Scholar]
  35. MacMillan K. S. et al. Development of proneurogenic, neuroprotective small molecules. J. Am. Chem. Soc. 133, 1428–1437, doi: 10.1021/ja108211m (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
  36. Pieper A. A., McKnight S. L. & Ready J. M. P7C3 and an unbiased approach to drug discovery for neurodegenerative diseases. Chem. Soc. Rev. 43, 6716–6726, doi: 10.1039/c3cs60448a (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  37. Saturnino C. et al. N-alkyl carbazole derivatives as new tools for Alzheimer’s disease: preliminary studies. Molecules 19, 9307–9317, doi: 10.3390/molecules19079307 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  38. Sokolov V. B. et al. Molecular construction of multitarget neuroprotectors. Part 3. Synthesis and biological activity of conjugates of tetrahydrocarbazoles and aminoadamantanes. Russ. Chem. Bull. 65, 1354-1359, doi: 10.1007/s11172-016-1461-5 (2016). [Google Scholar]
  39. Tsurkan L. G., Hatfield M. J., Edwards C. C., Hyatt J. L. & Potter P. M. Inhibition of human carboxylesterases hCE1 and hiCE by cholinesterase inhibitors. Chem. Biol. Interact. 203, 226–230, doi: 10.1016/j.cbi.2012.10.018 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  40. Makhaeva G. F. et al. Organophosphorus compound esterase profiles as predictors of therapeutic and toxic effects. Chem. Biol. Interact. 203, 231–237, doi: 10.1016/j.cbi.2012.10.012 (2013). [DOI] [PubMed] [Google Scholar]
  41. Makhaeva G. F. et al. Esterase profiles of organophosphorus compounds in vitro predict their behavior in vivo. Chem. Biol. Interact., doi: 10.1016/j.cbi.2016.05.002 (2016). [DOI] [PubMed] [Google Scholar]
  42. Chazot P. L. The NMDA receptor NR2B subunit: a valid therapeutic target for multiple CNS pathologies. Curr. Med. Chem. 11, 389–396 (2004). [DOI] [PubMed] [Google Scholar]
  43. Mony L., Kew J. N., Gunthorpe M. J. & Paoletti P. Allosteric modulators of NR2B-containing NMDA receptors: molecular mechanisms and therapeutic potential. Br. J. Pharmacol. 157, 1301–1317, doi: 10.1111/j.1476-5381.2009.00304.x (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
  44. Chenard B. L. et al. Separation of.alpha.1-adrenergic and N-methyl-D-aspartate antagonist activity in a series of ifenprodil compounds. J. Med. Chem. 34, 3085–3090, doi: 10.1021/jm00114a018 (1991). [DOI] [PubMed] [Google Scholar]
  45. McCool B. A. & Lovinger D. M. Ifenprodil inhibition of the 5-Hydroxytryptamine3 receptor. Neuropharmacology 34, 621–629, doi: 10.1016/0028-3908(95)00030-a (1995). [DOI] [PubMed] [Google Scholar]
  46. Karbon E. W., Patch R. J., Pontecorvo M. J. & Ferkany J. W. Ifenprodil potently interacts with [3H](+)-3-PPP-labeled σ binding sites in guinea pig brain membranes. Eur. J. Pharmacol. 176, 247–248, doi: 10.1016/0014-2999(90)90538-h (1990). [DOI] [PubMed] [Google Scholar]
  47. Dana C., Benavides J., Schoemaker H. & Scatton B. Pharmacological characterisation and autoradiographic distribution of polyamine-sensitive [3H]ifenprodil binding sites in the rat brain. Neurosci. Lett. 125, 45–48 (1991). [DOI] [PubMed] [Google Scholar]
  48. Perin-Dureau F., Rachline J., Neyton J. & Paoletti P. Mapping the binding site of the neuroprotectant ifenprodil on NMDA receptors. J Neurosci 22, 5955–5965, doi: 20026631 (2002). [DOI] [PMC free article] [PubMed] [Google Scholar]
  49. Grimwood S. et al. Characterisation of N-Methyl-D-Aspartate Receptor-Specific [3H]Ifenprodil Binding to Recombinant Human NR1a/NR2B Receptors Compared with Native Receptors in Rodent Brain Membranes. Journal of Neurochemistry 75, 2455–2463, doi: 10.1046/j.1471-4159.2000.0752455.x (2000). [DOI] [PubMed] [Google Scholar]
  50. Simoni E. et al. Combining galantamine and memantine in multitargeted, new chemical entities potentially useful in Alzheimer’s disease. J. Med. Chem. 55, 9708–9721, doi: 10.1021/jm3009458 (2012). [DOI] [PubMed] [Google Scholar]
  51. Maksay G., Biro T. & Bugovics G. Allosteric modulation of 5-HT3 serotonin receptors. Eur. J. Pharmacol. 514, 17–24, doi: 10.1016/j.ejphar.2005.03.019 (2005). [DOI] [PubMed] [Google Scholar]
  52. Höfner G. & Wanner K. T. [3H]ifenprodil binding to NMDA receptors in porcine hippocampal brain membranes. Eur. J. Pharmacol. 394, 211–219, doi: 10.1016/s0014-2999(00)00084-4 (2000). [DOI] [PubMed] [Google Scholar]
  53. Masson P. & Lushchekina S. V. Slow-binding inhibition of cholinesterases, pharmacological and toxicological relevance. Arch. Biochem. Biophys. 593, 60–68, doi: 10.1016/j.abb.2016.02.010 (2016). [DOI] [PubMed] [Google Scholar]
  54. Kharlamova A. D. et al. Slow-binding inhibition of acetylcholinesterase by an alkylammonium derivative of 6-methyluracil: mechanism and possible advantages for myasthenia gravis treatment. Biochem. J. 473, 1225–1236, doi: 10.1042/BCJ20160084 (2016). [DOI] [PubMed] [Google Scholar]
  55. Sekutor M., Mlinaric-Majerski K., Hrenar T., Tomic S. & Primozic I. Adamantane-substituted guanylhydrazones: novel inhibitors of butyrylcholinesterase. Bioorg. Chem. 41–42, 28–34, doi: 10.1016/j.bioorg.2012.01.004 (2012). [DOI] [PubMed] [Google Scholar]
  56. Al-Aboudi A. et al. In-silico identification of the binding mode of synthesized adamantyl derivatives inside cholinesterase enzymes. Acta Pharmacol. Sin. 36, 879–886, doi: 10.1038/aps.2014.173 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
  57. Furukawa-Hibi Y. et al. Butyrylcholinesterase inhibitors ameliorate cognitive dysfunction induced by amyloid-beta peptide in mice. Behav. Brain Res. 225, 222–229, doi: 10.1016/j.bbr.2011.07.035 (2011). [DOI] [PMC free article] [PubMed] [Google Scholar]
  58. Wang L. et al. Donepezil + propargylamine + 8-hydroxyquinoline hybrids as new multifunctional metal-chelators, ChE and MAO inhibitors for the potential treatment of Alzheimer’s disease. Eur. J. Med. Chem. 80, 543–561, doi: 10.1016/j.ejmech.2014.04.078 (2014). [DOI] [PubMed] [Google Scholar]
  59. Kamal M. A. et al. Kinetics of human serum butyrylcholinesterase inhibition by a novel experimental Alzheimer therapeutic, dihydrobenzodioxepine cymserine. Neurochem. Res. 33, 745–753, doi: 10.1007/s11064-007-9490-y (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
  60. Greig N. H. et al. Selective butyrylcholinesterase inhibition elevates brain acetylcholine, augments learning and lowers Alzheimer beta-amyloid peptide in rodent. Proc. Natl. Acad. Sci. USA 102, 17213–17218, doi: 10.1073/pnas.0508575102 (2005). [DOI] [PMC free article] [PubMed] [Google Scholar]
  61. Ramanan V. K. et al. APOE and BCHE as modulators of cerebral amyloid deposition: a florbetapir PET genome-wide association study. Mol Psychiatry 19, 351–357, doi: 10.1038/mp.2013.19 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  62. Reid G. A. & Darvesh S. Butyrylcholinesterase-knockout reduces brain deposition of fibrillar beta-amyloid in an Alzheimer mouse model. Neuroscience 298, 424–435, doi: 10.1016/j.neuroscience.2015.04.039 (2015). [DOI] [PubMed] [Google Scholar]
  63. Darvesh S. Butyrylcholinesterase as a Diagnostic and Therapeutic Target for Alzheimer’s Disease. Curr. Alzheimer Res. 13, 1–1, doi: 10.2174/1567205013666160404120542 (2016). [DOI] [PubMed] [Google Scholar]
  64. Darvesh S. & Reid G. A. Reduced fibrillar beta-amyloid in subcortical structures in a butyrylcholinesterase-knockout Alzheimer disease mouse model. Chem. Biol. Interact., doi: 10.1016/j.cbi.2016.04.022 (2016). [DOI] [PubMed] [Google Scholar]
  65. Nordberg A., Ballard C., Bullock R., Darreh-Shori T. & Somogyi M. A Review of Butyrylcholinesterase as a Therapeutic Target in the Treatment of Alzheimer’s Disease. Prim. Care Companion CNS Disord. 15, PCC.12r01412, doi: 10.4088/PCC.12r01412 (2013). [DOI] [PMC free article] [PubMed] [Google Scholar]
  66. Lipton S. The Molecular Basis of Memantine Action in Alzheimers Disease and Other Neurologic Disorders: Low-affinity, Uncompetitive Antagonism. Curr. Alzheimer Res. 2, 155–165, doi: 10.2174/1567205053585846 (2005). [DOI] [PubMed] [Google Scholar]
  67. Takahashi H. et al. Pharmacologically targeted NMDA receptor antagonism by NitroMemantine for cerebrovascular disease. Sci. Rep. 5, 14781, doi: 10.1038/srep14781 (2015). [DOI] [PMC free article] [PubMed] [Google Scholar]
  68. Wu L. J. & Zhuo M. Targeting the NMDA receptor subunit NR2B for the treatment of neuropathic pain. Neurotherapeutics 6, 693–702, doi: 10.1016/j.nurt.2009.07.008 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
  69. Hu N. W., Klyubin I., Anwyl R. & Rowan M. J. GluN2B subunit-containing NMDA receptor antagonists prevent Abeta-mediated synaptic plasticity disruption in vivo. Proc. Natl. Acad. Sci. USA 106, 20504–20509, doi: 10.1073/pnas.0908083106 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
  70. Williams K. Ifenprodil, a Novel NMDA Receptor Antagonist: Site and Mechanism of Action. Curr. Drug Targets 2, 285–298, doi: 10.2174/1389450013348489 (2001). [DOI] [PubMed] [Google Scholar]
  71. Borza I. & Domany G. NR2B Selective NMDA Antagonists: The Evolution of the Ifenprodil-Type Pharmacophore. Curr. Top. Med. Chem. 6, 687–695, doi: 10.2174/156802606776894456 (2006). [DOI] [PubMed] [Google Scholar]
  72. Traynelis S. F. et al. Glutamate receptor ion channels: structure, regulation, and function. Pharmacol Rev 62, 405–496, doi: 10.1124/pr.109.002451 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
  73. Brunden K. R., Trojanowski J. Q., Smith A. B. 3rd, Lee V. M. & Ballatore C. Microtubule-stabilizing agents as potential therapeutics for neurodegenerative disease. Bioorg. Med. Chem. 22, 5040–5049, doi: 10.1016/j.bmc.2013.12.046 (2014). [DOI] [PMC free article] [PubMed] [Google Scholar]
  74. Gornstein E. & Schwarz T. L. The paradox of paclitaxel neurotoxicity: Mechanisms and unanswered questions. Neuropharmacology 76 Pt A, 175–183, doi: 10.1016/j.neuropharm.2013.08.016 (2014). [DOI] [PubMed] [Google Scholar]
  75. Ellman G. L., Courtney K. D., Andres V. Jr. & Feather-Stone R. M. A new and rapid colorimetric determination of acetylcholinesterase activity. Biochem. Pharmacol. 7, 88–95 (1961). [DOI] [PubMed] [Google Scholar]
  76. Sterri S. H., Johnsen B. A. & Fonnum F. A radiochemical assay method for carboxylesterase, and comparison of enzyme activity towards the substrates methyl [1-14C] butyrate and 4-nitrophenyl butyrate. Biochem. Pharmacol. 34, 2779–2785 (1985). [DOI] [PubMed] [Google Scholar]
  77. Zhou L. M. et al. (2S,4R)-4-methylglutamic acid (SYM 2081): a selective, high-affinity ligand for kainate receptors. J. Pharmaco.l Exp. Ther. 280, 422–427 (1997). [PubMed] [Google Scholar]
  78. Coughenour L. L. & Barr B. M. Use of trifluoroperazine isolates a [(3)H]Ifenprodil binding site in rat brain membranes with the pharmacology of the voltage-independent ifenprodil site on N-methyl-D-aspartate receptors containing NR2B subunits. J. Pharmaco.l Exp. Ther. 296, 150–159 (2001). [PubMed] [Google Scholar]
  79. Nowak G., Trullas R., Layer R. T., Skolnick P. & Paul I. A. Adaptive changes in the N-methyl-D-aspartate receptor complex after chronic treatment with imipramine and 1-aminocyclopropanecarboxylic acid. J. Pharmaco.l Exp. Ther. 265, 1380–1386 (1993). [PubMed] [Google Scholar]
  80. Schmidt M. W. et al. General atomic and molecular electronic structure system. J. Comput. Chem. 14, 1347–1363 (2004). [Google Scholar]
  81. Nicolet Y., Lockridge O., Masson P., Fontecilla-Camps J. C. & Nachon F. Crystal structure of human butyrylcholinesterase and of its complexes with substrate and products. J. Bio.l Chem. 278, 41141–41147, doi: 10.1074/jbc.M210241200 (2003). [DOI] [PubMed] [Google Scholar]
  82. Lushchekina S. V., Polomskikh V. S., Varfolomeev S. D. & Masson P. Molecular modeling of butyrylcholinesterase inhibition by cresyl saligenin phosphate. Russ. Chem. Bull. 62, 2527–2537 (2013). [Google Scholar]
  83. Masson P., Lushchekina S., Schopfer L. M. & Lockridge O. Effects of viscosity and osmotic stress on the reaction of human butyrylcholinesterase with cresyl saligenin phosphate, a toxicant related to aerotoxic syndrome: kinetic and molecular dynamics studies. Biochem. J. 454, 387–399, doi: 10.1042/BJ20130389 (2013). [DOI] [PubMed] [Google Scholar]
  84. Morris G. M. et al. Automated docking using a Lamarckian genetic algorithm and an empirical binding free energy function. J. Comput. Chem. 19, 1639–1662, doi: (1999). [DOI] [Google Scholar]
  85. Morris G. M. et al. AutoDock4 and AutoDockTools4: Automated docking with selective receptor flexibility. J. Comput. Chem. 30, 2785–2791, doi: 10.1002/jcc.21256 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
  86. Trott O. & Olson A. J. AutoDock Vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreading. J. Comput. Chem. 31, 455–461, doi: 10.1002/jcc.21334 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
  87. Shelanski M. L., Gaskin F. & Cantor C. R. Microtubule assembly in the absence of added nucleotides. Proc. Natl. Acad. Sci. USA 70, 765–768 (1973). [DOI] [PMC free article] [PubMed] [Google Scholar]
  88. Lee J. C. & Timasheff S. N. In vitro reconstitution of calf brain microtubules: effects of solution variables. Biochemistry 16, 1754–1764 (1977). [DOI] [PubMed] [Google Scholar]
  89. Shevtsov P. N., Shevtsova E. F., Burbaeva G. & Bachurin S. O. Effects of anti-Alzheimer drugs on phosphorylation and assembly of microtubules from brain microtubular proteins. Bull. Exp. Biol. Med. 156, 768–772, doi: 10.1007/s10517-014-2445-9 (2014). [DOI] [PubMed] [Google Scholar]
  90. Averina E. B. et al. Synthesis and biological evaluation of novel 5-hydroxylaminoisoxazole derivatives as lipoxygenase inhibitors and metabolism enhancing agents. Bioorg. Med. Chem. 24, 712–720, doi: 10.1016/j.bmc.2015.12.040 (2016). [DOI] [PubMed] [Google Scholar]
  91. Nikš M. & Otto M. Towards an optimized MTT assay. J. Immunol. Methods. 130, 149–151, doi: 10.1016/0022-1759(90)90309-j (1990). [DOI] [PubMed] [Google Scholar]
  92. Voevodin V. V. et al. Practice of “Lomonosov” Supercomputer. Open Systems Journal 7, http://www.osp.ru/os/2012/2007/13017641/ (2012). [Google Scholar]

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