Skip to main content

Efficient synthesis of 1,3-naphtoxazine derivatives using reusable magnetic catalyst (GO-Fe3O4–Ti(IV)): anticonvulsant evaluation and computational studies


A series of 2-aryl/alkyl-2,3-dihydro-1H-naphtho[1,2-e][1,3]oxazines (S1–S11) were synthesized with an eco-friendly and recoverable nanocatalyst (GO-Fe3O4–Ti(IV)) as an efficient magnetic composite. The new nanocatalyst was characterized by FT-IR, XRD and, EDS analysis. A conformable procedure, easy to work up and having a short reaction time with high yields are some advantages of this method. The new catalyst is also thermal-stable, reusable and, environment-friendly. The chemical structures of the synthesized 1,3-oxazine compounds were confirmed by comparing their melting points with those reported in literature. Then, the anticonvulsant activity of these compounds was assessed by the intraperitoneal pentylenetetrazole test (ipPTZ). Compounds S10 and S11 displayed considerable activity against chemically-induced seizure tests. The molecular simulation was also done to achieve their binding affinities as γ‐aminobutyric acid A (GABA‐A) receptor agonists as an assumptive mechanism of their anticonvulsant action. The result of molecular studies represented strongly matched with biological activity. Molecular docking simulation of the potent compound (S10) and diazepam as the positive control was performed and some critical residues like Thr262, Asn265, Met286, Phe289, and Val290 were identified. Based on the anticonvulsant results and also in silico ADME predictions, S11 can be to become a potential drug candidate as an anticonvulsant agent.

Peer Review reports


Epilepsy is one of the most common chronic neurological syndromes responsible for substantial morbidity and mortality [1, 2]. Many currently available antiepileptic drugs have shown a lack of efficacy, high rates of adverse effects, and drug-drug interactions. So, many patients are not thoroughly pleased with the available drugs [3, 4]. Epilepsy dose not well controlled in over 30% of patients with the available medications [5]. The existing drugs showed dose-related toxicity and idiosyncratic side effects. Therefore, search for anti-epileptic agents with lower toxicity and higher selectivity remains as a motivating topic in medicinal chemistry [6].

Recent research represented that several oxazine derivatives could be as potential novel candidates in drug discovery. Some properties including, versatility of the oxazine skeleton, relative chemical simplicity and accessibility, retained these chemicals among the most promising sources of bioactive compounds [7]. Oxazine analogues were found to represent appropriate pharmacological effects such as anti-bacterial, anti-coagulant, cytotoxic, analgesic, antipyretic anticonvulsant, and anti-tumor [8,9,10,11,12]. Oxazine with naphthalene rings, called naphthoxazines have different pharmacological activities such as antiparkinson, psycho stimulating, anti-tumor, and antidepressant [10]. Besides, this structure can be used as potent forerunners in organic synthesis to found novel biologically active molecules [13]. Hence, these compounds are an interesting category of chemical for researchers, and there is enough scope to explore new oxazine derivatives. So, many researchers have been considered to facile the synthesizing of such fundamental heterocyclic rings [8]. Several procedures for the preparation of oxazine analogous have been previously described [10, 11, 14]. A large library of these compounds is obtained by Betti's reaction between activated phenols, amines and aryl aldehydes [15, 16]. In the desired procedure, 1,3-oxazines were prepared by amidoalkyl naphthols, which were synthesized by Lewis or Brønsted acid catalysts such as p-toluenesulfonic acid, H2NSO3H, oxalic acid, and CPTS [11]. A series of some 1, 3-oxazine amine derivatives have also been synthesized by solid SiO2-H3PO4 catalyzed solvent-free cyclization under microwave irradiation [17]. The synthesis of dihydro furonaphthoxazine derivatives was likewise performed through a Mannich-type condensation [18]. However, some of the reported methods suffer from disadvantages including long reaction time, harsh reaction conditions [11], and few of them have been focused on the multicomponent reactions method [14]. Therefore, to overcome these limitations, the discovery of a new, easily available catalyst with high catalytic activity for the preparation of oxazine is still desirable [11]. In this regard, acid catalysts were used as appropriate catalysts to synthesize of heterocyclic compounds. Dextrin, graphene oxide and cellulose are different substrates that used to produce heterogeneous acid catalysts. Magnetic catalyst is suitable and green procedure for synthesize of organic compounds [19,20,21,22]. In our previous work we introduced an effective and reusable heterogeneous catalyst with immobilize Ti on magnetized graphene oxide (GO-Fe3O4–Ti(IV)) to synthesize bis (indolyl) methanes and benzo[a]xanthen-11-one [23]. Here we would like to report the synthesis of some 1,3-naphtoxazine derivatives using 2-naphthol, aromatic amines and formaldehyde in the presence of this heterogeneous acid catalyst through one-pot reactions under solvent-free conditions. The present method is superior to previous reports due to its solvent-free condition. The prepared compounds were examined for their anticonvulsant activity by intraperitoneal pentylenetetrazole test (ipPTZ). As anticonvulsant activity in many seizure models is achieved by increasing γ-aminobutyric acid (GABA) transmission therefore, a presumptive mechanism for anticonvulsant activity was described as γ‐aminobutyric acid (GABA) agonist. For this purpose, these compounds were applied to molecular docking simulation to find out their binding conformations and structural specificities towards the GABA agonist as plausible targets in convulsion management. In silico physicochemical parameters, and ADME (Absorption, Distribution, Metabolism and Excretion) profiling calculations also were done to achieve pharmacokinetic properties of the 1,3-naphtoxazine compounds.

Experimental section


All chemicals, solvents, and reagents were purchased from Sigma and Merck and used without any purification. The products were characterized by FT-IR, 1H NMR, and 13C-NMR. FT-IR spectra were run on Bruker Equinox spectrometer. The 1HNMR and 13C-NMR were recorded by a Bruker (DRX-400 Avance). Melting points were determined by a Buchi melting point B-540 B.V.CHI apparatus and comprised of those reported in the literature [6]. Pentylenetetrazole (PTZ) was dissolved in a physiological saline solution and DMSO was used as co-solvent. Diazepam was purchased from Kimidaroo (Iran) and was dissolved in normal saline. In all experiments, PTZ was administered intravenously (iv) and all other compounds were administered intraperitoneally (i.p.) 30 min before PTZ.

General procedure for the preparation of GO-Fe3O4-Ti(IV)

To prepare the GO-Fe3O4-Ti(IV), the pre-synthesized GO (0.3 g) via the Hummers method [24] was dispersed in 25 mL water (30 min) at room temperature and then 0.8 gr of FeCl3.6H2O and 0.3 gr of FeCl2.4H2O were added dropwise to the solution. The temperature increased to 85 °C, and a 30% aqueous ammonia solution was added to raise the pH to 10. Afterward, the solution was stirred for 45 min and cooled to room temperature. Instantly, the resulting black precipitate was centrifuged, washed three times with deionized (DI) water, and dried at 60 °C for 24 h. Then, 0.5 g of prepared GO-Fe3O4 was added to 5 mL of dry CHCl3 at room temperature under violent stirring for 30 min. Subsequently, 2 mL of TiCl4 was added slowly and stirred at room temperature for 1 h. The resulting GO-Fe3O4-Ti(IV) suspension was filtered, washed several times with dry CHCl3, and finally air-dried for 2 days.

General procedure for synthesis of 2-aryl/alkyl-2,3-dihydro-1H-naphtho[1,2-e][1,3]oxazine

β-naphthol (1.0 mmol), primary amine (1.0 mmol), formaldehyde 37% (2.0 mmol/0.07 mL), and GO-Fe3O4-Ti (IV) (0.4 g) were added and heated at 65 °C without any solvent. After completing the reaction (monitored by TLC), the reaction mixture was dissolved in ethanol (3 mL) and the catalyst was separated by an external magnet. Afterward, cold water was added and the resulting precipitate was collected by filtration. Eventually, the obtained precipitate was recrystallized and purified from hot ethanol to get the final compounds (S1–S11) (Fig. 1). The recovered catalyst was washed three times with hot acetone, dried in the oven at 60 °C (one day), and reused for subsequent applications.

Fig. 1
figure 1

Synthesis of 2-aryl/alkyl-2,3-dihydro-1H-naphtho[1,2-e][1,3]oxazine derivatives (S1–S11)

Anticonvulsant evaluation via pentylenetetrazole (PTZ) seizure threshold test

Anticonvulsant effects of the synthesized naphto 1,3 oxazine derivatives were evaluated by using the PTZ model in male BALB/c strains of rats weighing from 25 to 30 g (obtained from the Pasteur Institute central animal house, Tehran, Iran). The animals were housed in polycarbonate cages under 25 ± 1 °C with a 12-h light/dark cycle. All animals were maintained in the animal house and had free access to water and food. The ethical guidelines for using experimental animals were followed in all tests under ethical committee acts of Iran University of Medical Sciences and the European Communities Council Directive 24 November 1986 (86/609/EEC). The animals were divided randomly into 3 groups (n = 4) as follows: (1) control group, received normal saline (10 mL/kg, i.p.) 30 min before administrating PTZ; (2) diazepam group, received diazepam (5 mg/kg, i.p.) 30 min before administrating PTZ; (3) received naphto 1,3 oxazines group (50 mg/kg and 100 mg/kg i.p.) 30 min before administrating PTZ. Afterward, seizure latency, seizure duration, and percentage of seizure protection in 30 min after injection of PTZ were recorded.

Statistical analysis

Data are expressed as Mean ± SEM. All the values were analyzed using the one-way analysis of variance (ANOVA) followed by Dunnett's test. Statistical software was SPSS (IBM SPSS Statistics FP001) and p < 0.05 was considered as a statistically significant value.

Molecular docking study

3D X-ray crystal structures of GABA receptor (PDB ID: 6X3X) were regained from Protein Data Bank ( The chemical structure of all synthesized compounds was generated, minimized, and converted to pdbqt format. The inherent ligand, and water molecules were removed from the PDB format, and then, the missing hydrogen atoms were added, and eventually, non-polar hydrogens, according to their corresponding carbons, were merged. All preparation was performed by the AutoDock Tools package (1.5.6). The docking procedure was done at the grid box with a size of 30 × 30 × 30 and the center of x = 147.199, y = 120.984, z = 122.347 by AutoDock Vina (1.1.2) using an in-house batch script (DOCKFACE) [25, 26]. The exhaustiveness was set to 100, and other docking parameters were default. All interaction analysis and image preparations were performed by Discovery Studio Visualizer v16.1.0.152350.

Molecular dynamic simulation

The molecular dynamics simulations of the best docking pose of lig10 and diazepam in complex with 6X3X were performed using the Gromacs simulation package version 5.1 [27]. Setting the atom types and generating of the force field parameters were prepared using the Amber99SB force field. Topology and coordinate files of the S10 and diazepam were created using the ACPYPE webserver. The periodic cuboidal box of the size of 21 × 21 × 21 Å was filled with TIP3P water molecules and the sodium chloride counter ions were added to neutralize the systems, electrically. To minimize the energy of the systems the steepest descent algorithm for 50,000 steps with a cut-off value of 1000 kJ mol−1 was used. The whole system was equilibrated under the NVT and NPT ensemble through 100 ps time to control the temperature near 300 K. The pressure 1 bar via a V-rescale Berendsen thermostat Parrinello-Rahman barostat, respectively. Finally, the production MD of 120 ns was performed with a 2 fs time step on the well-equilibrated system at the temperature of 300 K and a pressure of 1 bar. The production MD of 120 ns was performed on the well-equilibrated system at the temperature of 300 K and a pressure of 1 bar. The periodic boundary simulation based on the particle mesh Ewald (PME) method was accomplished, and the covalent bond lengths were constrained by applying the SHAKE algorithm. Then, Root-Mean-Square Deviation (RMSD), residue Root Mean Square Fluctuation (RMSF), radio use of gyration, and the number of hydrogen bonds between ligands and protein were analyzed to monitor the stability of the ligand–protein complex during the simulation and to define the equilibrium time of the simulation. Molecular mechanics Poisson–Boltzmann surface area (MM-PBSA) method has been used to evaluate ligand-binding affinities in the systems. MD simulation results containing trajectories were studied using the Visual Molecular Dynamics (VMD) version 1.8.7 and discovery studio software v16.1.0.152350 were employed for simulation interaction between target molecules and protein [28, 29].

Result and discussion

Design of effective and economical chemical procedures using heterogeneous catalysts to prepare pharmaceutical products has recently gained noteworthy interest [19]. Magnetite nanoparticles also have attracted remarkable attention as a powerful catalyst support due to their unique characteristics [20]. Heterogeneous catalysts containing titanium has a strong tendency to react with oxygen. So it can be used as a strong Lewis acid catalyst to react with oxygen containing compounds. In this regards, firstly, GO was achieved according to the Hummers method. Fe3O4, through the chemical co-precipitation of Fe2+ and Fe3+ ions in a basic solution, was then exposed to GO. Eventually, the TiCl4 was used to surface modification of GO-Fe3O4 to obtain magnetic composite (GO-Fe3O4-Ti(IV)), which is appropriate as a catalyst in MCR reactions and also, illustrated high stability and great catalytic performance in the synthesis of naphto 1,3 oxazine derivatives (S1–S11). The reaction conditions were also optimized based on temperature, solvent, and amounts of catalyst. After exerting the catalyst in the chemical reactions, it could be separated and reused 5 times without any significant decrease in its catalytic capacity. The chemical structures of S1–S11 were confirmed by IR, 1H-NMR and 13C-NMR. In IR analysis, the stretching frequency of the C=C bond was observed at 1623–1467 cm−1 and also, the stretching frequencies of C–O and C–N were seen at 1096–1031 and 1231–1223, respectively. The significant piece of the 1H NMR spectrum of compounds S1-S11 was a single peak at 4.87–5.54 and 4.25–5.06 ppm related to the two protons at positions 2 and 4 of the oxazine ring.

Catalyst identification

Fourier transform infrared (FT-IR) analysis

The FT-IR spectrums of GO, GO-Fe3O4, and GO-Fe3O4–Ti(IV) were presented in Fig. 2. The primary FT-IR spectrum of GO illustrated absorption peaks in 3357, 1736, and 1625 cm−1, which are related to the stretching bond of OH groups, the stretching bonds of C=O of the carboxylic acid, and the stretching vibration of C=C, respectively. The peaks observed in GO confirm the existence of functional groups in this compound. The sharp peaks at about 625 cm−1 of GO-Fe3O4 and GO-Fe3O4-Ti(IV) are related to the bending bond of Fe–O which confirms the presence of Fe3O4 in the structure of this composite. The peak at 1625 cm−1 is attributed to the overlapping of the deformation of the O–H bond in the strongly intercalated water absorbed by GO and the aromatic skeletal C=C stretching vibration of the GO sheets. No specific IR signal is viewed to illustrate the presence of Ti(IV) on the GO-Fe3O4 nanocomposites spectrum. However, the decrease in peak intensity observed in 625 cm−1 of GO-Fe3O4-Ti(IV) is probably due to its titanium covering. To confirm the presence of titanium in the composite structure, the EDS analysis was done and its results showed the existence of C, N, O, Fe, and Ti elements in the prepared catalyst. It was also distinguished that Ti had been well located on the surface of GO (Additional file 1: Fig. S33). The VSM analysis of the GO-Fe3O4-Ti(IV) magnetic nanocomposite was shown in Additional file 1: Fig. S33. The saturation magnetization of the magnetic nanocomposite is smaller compared to the pure Fe3O4 which due to binding of Ti(IV) on the Fe3O4 particles. However, GO-Fe3O4-Ti(IV) could be disported with an external magnet from the reaction mix (Additional file 1: Fig. S34).

Fig. 2
figure 2

FT-IR spectrum of GO, GO-Fe3O4, and GO-Fe3O4-Ti(IV)

XRD analysis

The XRD pattern of GO-Fe3O4-Ti(IV) was shown in Fig. 3. In this Figure, the wide peak at 2θ = 10–15° which is indicated by yellow box is related to the graphene oxide. The diffraction peaks at 2θ = 29.9, 35.6, 43.2, 57.2, and 62.7° are in accordance with the pure spinel of Fe3O4. Also, the peak at 2θ = 28.0° represented the bond between titanium and oxygen in the composite sheet. The presence of these diffractions in the XRD pattern indicated that the crystal structure of Fe3O4 is well preserved [23].

Fig. 3
figure 3

XRD patterns of GO-Fe3O4-Ti(IV)

Optimization of the reaction conditions

The efficacy performance of GO-Fe3O4-Ti(IV) as a catalyst for the synthesis of naphto 1, 3 oxazine derivatives were done through the reaction of 4-methoxy aniline (1 mmol), formaldehyde (2 mmol) and 2-naphtol (1 mmol) to get S11 as a model reaction. To optimize the reaction conditions, different parameters such as type and amounts of catalyst, solvent and temperature were tested to obtain the most favorable conditions (Table 1). To achieve the efficacy of the catalyst, the reaction was implemented with GO, GO-Fe3O4, GO-Fe3O4-Ti(IV) and GO-Ti(IV) under solvent-free conditions through entries 1–4. The best result was observed through the presence of Ti(IV) on the surface of GO-Fe3O4. To find out the best solvent, different media such as ethanol, water, chloroform as well as solvent-free were examined. The best suitable media was generated under solvent-free with 92% efficiency (Table 1, entries 5–8). In the next step, to optimize the temperature, the reaction was performed in the range of room temperature to 100 °C (Table 1, entries 8–10). 60 °C was determined as the best temperature. Finally, the reaction was performed in different amounts of GO-Fe3O4-Ti(IV) (Table 1, entries 11–14). The best result was observed with 0.04 g of catalyst. Eventually, a catalyst value of 0.04 g, no solvent at 60 °C, was selected as the best condition for synthesizing the other derivatives.

Table 1 Optimization of the reaction conditions for the synthesis of S11

Catalytic activity of the catalyst

After optimization of the reaction conditions, the effectiveness of GO-Fe3O4-Ti (IV) was proved by a one-pot synthesis reaction among various naphto-1,3-oxazine derivatives. The results showed this catalytic system was successfully converted the various primary amines (aliphatic and aromatic) to desired products with high-efficiency yields (Table 2). The proposed mechanistic pathways for the synthesis of 2-(aryl or alkyl)-2,3-dihydro-1H-naphtho[1,2-e][1,3]oxazine derivatives was shown in Fig. 4.

Table 2 Chemical structures, spectra data, and yields of the final synthesized of 1,3-naphtoxazines
Fig. 4
figure 4

Proposed mechanism for synthesis of 2-(aryl or alkyl)-2,3-dihydro-1H-naphtho[1,2-e][1,3]oxazine

The intermediate III was achieved from the Mannich condensation of the different substituted amines (II) and formaldehyde (I). Secondly, a nucleophilic attack occurred between 2-naphthol and the intermediate III. Finally, the target compounds were achieved with an intramolecular cyclization of intermediate (VI) (Fig. 3).

The catalytic role of GO-Fe3O4-Ti(IV) in 2-(aryl or alkyl)-2,3-dihydro-1H-naphtho[1,2-e][1, 3] oxazine synthesis was compared with other reported catalysts to evaluate the potency of our catalyst. The results illustrated the most capability of GO-Fe3O4-Ti(IV) as a catalyst (Table 3).

Table 3 Comparison between different methods for synthesis of 2-(aryl or alkyl)-2,3-dihydro-1H-naphtho[1,2-e][1,3]oxazine derivatives

According to Table 3, calm reaction conditions, proper yields, short reaction time, easy and more convenient a catalyst separation and workup are some of the advantages of this method compared to the other previous works [16, 30,31,32,33,34].

Catalyst recovery and reuse

The synthesis of S11 as a model reaction was done to investigate the recyclability of the GO-Fe3O4-Ti(IV). After completing the reaction, the catalyst was separated from the reaction mixture using an external magnet and washed with hot acetone. Finally, it dried at room temperature and then used for the next run. The recycled catalyst was reused in the mentioned reaction four times without a considerable decrease in its catalytic activity (Fig. 5). A low difference in the efficiency may be due to the detached of titanium from the surface of the catalyst or the contamination of the catalyst surface.

Fig. 5
figure 5

Recyclability of the GO-Fe3O4-Ti(IV) in the synthesis of S11

Figure 6 represents the difference between the FT-IR spectra before and after the recycling. No significant changes were seen. The peak observed at 735 regions may be due to impurity created on the catalyst, which has little effect on the strength of the catalyst in the reaction.

Fig. 6
figure 6

Comparison of the FT-IR spectrum of the GO-Fe3O4-Ti(IV) before (A) and after the recycling (B)

Anticonvulsant activity

All the synthesized 2-(aryl or alkyl)-2,3-dihydro-1H-naphtho[1,2-e][1, 3] oxazine derivatives were screened for the anticonvulsant properties to recognize, the compounds that increase the seizure thresholds in PTZ induced seizure model. Two doses of all compounds (50 and 100 mg/kg) were administrated and their effects on intraperitoneal PTZ-induced myoclonic and tonic seizure threshold are shown in Fig. 7. Diazepam (5 mg/kg) was used as a positive control. At tonic seizure, compound S11 which possessed an electron donating group (methoxy) on the phenyl group of the amine moiety, increased the seizure threshold in both doses significantly and is considered as the most potent compound. This higher activity might be due to the more favorable orientation of the compound inside the active site of the GABA receptor. Also, compounds S10 and S9 in 50 and 100 mg/kg elevated the seizure threshold compared to the vehicle group. At myoclonic seizure, compounds S10 and S11 increased the seizure threshold in the i.p. PTZ model at a 50 mg/kg dose. However, compounds S2, S9, S10 and S11 demonstrated significant anticonvulsant effects in doses of 100 mg/kg. Therefore, it could be suggested that the presence of electron donating groups such as methoxy (S11) and ethyl (S10) in cases of compounds in which the phenyl group directly placed on the oxazine ring could increase the anticonvulsant effect. However, in the case of compounds containing methyl linker such as S2 with no substituent on phenyl ring represented the best effect at dose of 100 mg/kg, while locating the chlorine atom of phenyl ring, in compound S8, led to diminish the activity. On the other hand, derivatives with ethyl linker such as compound S4 and compound with aliphatic group (S6) could decreased the anticonvulsant activity.

Fig. 7
figure 7

Effect of 2-(aryl or alkyl)-2,3-dihydro-1H-naphtho[1,2-e][1,3]oxazine derivatives on tonic at dose of 50 mg/kg (A) and 100 mg/kg (B) and myoclonic at dose of 50 mg/kg (C) and 100 mg/kg (D) seizure latency. Data are mean ± standard error of the mean of the latency time, (n = 6–8). *P < 0.05, **P < 0.01 and ***P < 0.001

In silico physicochemical parameters (ADME) prediction

The drug-likeness and pharmacokinetic properties of all synthesized compounds were represented in Tables 4 and 5 by Swiss ADME and PreADMET software. All compounds have a molecular weight in the range of 261–340. The other properties such as the number of rotatable bonds (n-RB), HBD, and HBA as hydrogen bond properties were within the acceptable limit which represented that all synthesized compounds had desired conformational flexibility. On the other hand, all compounds have TPSA in the region of 12.47–32.67 Å. which desires for acceptable penetration to the blood–brain barrier (BBB). They had desired lipophilicity (Log P) properties to diffuse into the cell membrane and so, they fulfilled the rule of five Lipinski’s rule.

Table 4 Physicochemical properties of the 2-(aryl or alkyl)-2,3-dihydro-1H-naphtho[1,2-e][1,3]oxazine derivatives
Table 5 In silico ADME of the 2-(aryl or alkyl)-2,3-dihydro-1H-naphtho[1,2-e][1,3]oxazine derivatives

As it was mentioned in Table 5, all of the compounds are predicted to show well intestinal absorption (HIA) with the desired binding ability to plasma proteins (PPB) (more than 83). Regarding Caco-2 cell permeability, all compounds illustrated appropriate values in comparison to diazepam for penetration to biological membranes. Also, all of the compounds have a BBB value of more than 0.1 which showed these derivatives, could consider as CNS agents for epilepsy therapy.

Molecular docking study

Molecular docking studies were done to understand the specific binding and mode site of the oxazine derivative to the GABA-A receptor as its proposed target. The results were shown in (Additional file 1: Table S1). The binding mode of the most active (S10, S11, S2) and also less active compound (S6) were displayed in Figs. 9 and 10. The full structure of receptor was shown in Figs. 8, 9.

Fig. 8
figure 8

The full structure and binding pocket of GABA-A receptor (6X3X)

Fig. 9
figure 9

Interactions of S10 (A) and S11 (B) with the residues in the binding site of GABA-A receptor (orange: pi-sulfur, purple: pi-alkyl, green: van der Waals interaction)

In the case of compound S10, phenyl moiety of oxazine ring established pi-sulfur interaction with Met 286 residue, moreover, the ethyl group and oxazine core formed alkyl and pi-alkyl (hydrophobic) interaction with Val 290 and Phe 289, respectively. The side chains consisting of amino acid residues Thr 262 and Asn 265 create van der Waals contacts with S10. On the other hand, compound S11 as the most potent compound shows the interaction as well as compound S10. It presented pi-sulfur with Met 286 and pi-alkyl interaction with Phe 289.

As depicted in Fig. 10, the key amino acids in the binding mode of compound S2 are Met 286 and Phe 289, which interact with the naphthalene moiety by pi-pi and pi-alkyl interactions. Also, some hydrophobic interactions with Thr 266, Thr 262, Asn 265, Leu 285, and Arg 262 are observed. On the other hand, regarding compound S6 with less anticonvulsant activity, involved in pi–pi interaction with Phe 289, and there is also existed some hydrophobic interactions with residue Thr 262 and Met 286.

Fig. 10
figure 10

Interactions of S2 (A) and S6 (B) with the residues in the binding site of GABA-A receptor

Molecular dynamics simulation and analysis of MD trajectories

MD simulation is a powerful tool that can predict the manners of molecules in biological systems. MD is also an operational method to understand the structural refinements of ligand and the receptor complexes [36, 37]. Molecular dynamics simulation can be accomplished further to study molecular docking results of the S10 and GABA-A receptor, to investigate their stability and intermolecular interaction profiling with respect to the time [38].

The graphs related to all RMSD, RMSF, number of hydrogen bonds, and radius of gyration (Rg) analysis are widely used in predicting the affinity of S10 with GABA-A receptor in the active site as compared with the native ligand diazepam.

RMSD analyses were also investigated to verify the stability of protein and the ligand in each complex. As shown in Fig. 11, the RMSDs of the two systems remain stable and with low fluctuation. The average RMSD of S10 and native ligand (diazepam) in complex with 6X3X were 3 and 2.7 Å, respectively, during simulation times. As can be seen, two simulated systems showed low RMSD values, reached a plateau form, and showed that the ligands have good stability in the protein's active site. This indicates that, regarding the RMSD analysis, S10 may show similar performances to the native ligand (diazepam).

Fig. 11
figure 11

RMSD of the backbone of protein in complex with S10, diazepam at 120 ns MD simulations

RMSF was computed in order to evaluate the effect of the binding of ligand on the protein flexibility and the residual vibration during the simulation time. RMSF analysis was applied to investigate the changing of the flexibility of each amino acid and the residual mobility of protein during MD simulation [39].

The RMSF of the backbone residue of 6X3X was calculated to investigate the fluctuation of amino acid residues. The lowest RMSF values showed the stability, flexibility, and compactness of the protein. The RMSF values of S10 and diazepam have been shown in Fig. 12. According to the result, RMSF of the protein in complexes with S10 and diazepam have the same profile and similar distributions. These results indicated that the binding of S10 made the protein flexible in all areas, same as native co-crystal ligand during 120 ns simulation. The RMSF plot confirmed the absence of changes in the structure of 6X3X through binding of the S10. According to the inconsiderable changes observed for involved amino acids in the active site, no amino acid residues had a RMSF value > 5 Å. Overall, the critical residues such as Ala37, Thr 58, Pro 78, Gln90, Phe 289, Thr 262, Asn 265, Arg 269, Met 261, Gly 287, Met 286, Phe291, Val290, and Phe330 in the binding pocket are found without any abnormal fluctuation while they are not very much flexible for both of the complexes and they had relatively low RMSF values. These results revealed that the key interactions of the ligand in the binding pocket might maintain stability.

Fig. 12
figure 12

RMSF values of the backbone of protein over the simulation times

Most of the peaks correspond to the residues 98–117 and 300–325 which they are not involved in the binding pocket of the receptor.

Figure 12 demonstrated the superimposed of before (docking) and after (MD) the structure S10 and diazepam. Interaction and binding conformation of the two ligands in the GABA-A binding site was confirmed before and after MD simulation.

The radius of gyration (Rg) of a protein is described as the root mean square distance of each amino acid atom from the core of the protein and reflects its compactness [40]. The plot of the 6X3X radius of gyration during the MD simulations time was demonstrated in Fig. 13. The low values of Rg observed the protein compactness and point to protein stability. According to the Rg plot, based on average Rg, the diazepam and S10 complexes have the same Rg platform, which was calculated as 30.25 and 30.23 Å, respectively indicating that the stability and compactness of the protein are still maintained by interaction with S10 compared to native ligand (diazepam). In the case of S10 complex, the lowest Rg value is observed from 50 to 120 ns, which shows greater rigidness in contrast to the diazepam complexes. It is concluded that S10 is a suitable inhibitor for the GABA-A target.

Fig. 13
figure 13

The radius of gyration (Rg) over the simulation time for S10 and diazepam

The number of intermolecular hydrogen bonds in the ligand–protein complex are contributed to the conformational stability of the complex. The analysis of H-bond interactions between each ligand and 6X3X was also calculated, and the results are demonstrated in Fig. 14. S10 showed little interactions with active site residues over the 120 ns simulation compared to the reference molecule, diazepam.

Fig. 14
figure 14

Total number of H-bond count throughout the simulation time of S10 and diazepam with GABA-A active site

Free binding energies were predicted by the MM-PBSA method available in GROMACS software packages using g_mmpbsa tool. The MM-PBSA method was also applied to evaluate the relative stabilities and molecular interactions of the ligands binding domain with the protein [41, 42].

The formula of binding free energy was as follows:

$$\Delta {\text{Gbind }} = {\text{ G complex}}{-}{\text{Gfree protein}}{-}{\text{Gfree ligand}}$$

where G complex, Gfree-protein and Gfree-ligand are the complex energy, the receptor energy and the energy of the unbound ligand, respectively [43].

The calculated energies, including the total binding, Vander walls (VdW) and electrostatic energies (Elec) and SASA from MD trajectories for S10 and, diazepam are presented in Table 6. According to the results, S10 has high binding energy in comparison to diazepam and also, forms stable complex with GABA-A receptor (6X3X), which is an agreement with the docking results. Therefore, to recognize the S10 and diazepam interacting patterns in the active site of receptor after simulation, the proposed binding mode of these compounds generated as 2D interaction plot (Fig. 15). According to the results, S10 has better binding affinity and more interactions with 6X3X in comparison with diazepam as a reference compound. S10 gets stabilized by various interactions such as van der walls, conventional hydrogen bonds, pi-sigma, pi-pi, pi-sulfur, and alkyl interactions, while in the case of diazepam, van der walls, alkyl, and pi-alkyl interactions play an important role in receptor binding site. Regarding these interpretations, the higher bonding energy of S10 was expected.

Table 6 Binding free energy components of S10 and diazepam in complex with 6X3X pdb code GABA-A receptor
Fig. 15
figure 15

Binding poses of the Diazepam (A) and S10 (B) obtained from MD simulations


In this study, we develop a magnetically reusable nanocatalyst to synthesize naphto-1,3-oxazine as anticonvulsant agents. Green synthesis, short reaction time, easy to work up, and recoverability of catalyst are the benefit of this method. Furthermore, the preliminary anticonvulsant evaluation was performed in rats by using the ipPTZ test. The results revealed that compounds S2, S9, S10, and S11 significantly increased the seizure threshold. The SAR (Structure Activity Relationship) studies illustrated that compounds in which electron-donating phenyl group directly placed on the oxazine ring could enhance the anticonvulsant effect. Also, the most potent compounds had reasonable physicochemical properties with desired predicted drug-likeness values. Additionally, the molecular docking simulation represented that Thr 262, Asn 265, Met 286, Phe 289, and Val 290 are the key amino acids in the active site and also, there was a desirable correlation between the results of docking studies and anticonvulsant activities. S10 and diazepam matched up perfectly during the 120 ns of simulation. The results of docking studies of S10 and diazepam matched up perfectly with MD simulations results. So, we represented a new scaffold that could be further optimized for future development as anticonvulsant agents.

Availability of data and materials

The data sets used and analyzed during the current study are available from the corresponding author on reasonable request. We have presented all data in the form of Tables and Figure. The PDB code (6X3X) was retrieved from protein data bank (





Central nervous system


γ-Aminobutyric acid


Molecular dynamic


Structure Activity Relationship


Intraperitoneal pentylenetetrazole test


Adsorption, Distribution, Metabolism and Discretion


Radius of gyration


Root Mean Square Deviation


Graphene oxide


Deionized water


X-Ray diffraction analysis


Energy-dispersive X-Ray spectroscopy


  1. Somashekhar M, Kotnal R. synthesis and invivo anticonvulsant evalvation of 1-{5-[4-(morpholin-4-yl) phenyl]-1, 3, 4-oxadiazol-3 (2h)-yl} ethanone drrivatives. World J Pharm Res. 2019;8(6):316–27.

    CAS  Google Scholar 

  2. Thijs RD, Surges R, O’Brien TJ, Sander JW. Epilepsy in adults. Lancet. 2019;393(10172):689–701.

    PubMed  Article  Google Scholar 

  3. Cheke RS, Shinde SD, Ambhore JP, Chaudhari SR, Bari SB. Quinazoline: an update on current status against convulsions. J Mol Struct. 2022;1248: 131384.

    CAS  Article  Google Scholar 

  4. Emami L, Moezi L, Amiri-Zirtol L, Pirsalami F, Divar M, Solhjoo A, et al. Anticonvulsant activity, molecular modeling and synthesis of spirooxindole-4H-pyran derivatives using a novel reusable organocatalyst. Mol Divers. 2022.

    Article  PubMed  Google Scholar 

  5. Galanopoulou AS, Buckmaster PS, Staley KJ, Moshé SL, Perucca E, Engel J Jr, et al. Identification of new epilepsy treatments: issues in preclinical methodology. Epilepsia. 2012;53(3):571–82.

    PubMed  PubMed Central  Article  Google Scholar 

  6. Babaei E, Mirjalili BBF. One pot aqueous media synthesis of 1, 3-oxazine derivatives catalyzed by reusable nano-Al2O3/BF3/Fe3O4 at room temperature. Polycycl Aromat Comp. 2019;41(3):518–25.

    Article  Google Scholar 

  7. Didwagh SS, Piste PB. Green synthesis of thiazine and oxazine derivatives-a short review. Int J Pharm Sci Res. 2013;4(6):2045.

    CAS  Google Scholar 

  8. Gaonkar SL, Nagaraj VU, Nayak S. A review on current synthetic strategies of oxazines. Mini-Rev Org Chem. 2019;16(1):43–58.

    CAS  Article  Google Scholar 

  9. Arshad M, Khan T. 1-(Substituted-phenylsulfonyl)-2Hthieno [2, 3-d][1, 3] oxazine-2, 4 (1H)-dione: drug likeness, physicochemical, synthesis, characterization, antibacterial and cytotoxicity assessment. Int J Pharm Sci Res. 2018;9:12–9.

    CAS  Google Scholar 

  10. Mayekar AN, Yathirajan H, Narayana B, Sarojini B, Kumari NS, Harrison WT. Synthesis and antimicrobial study of new 8-bromo-1, 3-diaryl-2, 3-dihydro-1H-naphtho [1, 2e][1, 3] oxazines. Int J Chem. 2011;3(1):74.

    CAS  Article  Google Scholar 

  11. Ghomi JS, Zahedi S. Eco-friendly synthesis of highly substituted functionalized oxazines by FeCl3/SiO2 nanoparticles. Monatshefte für Chemie-Chemical Monthly. 2013;144(5):687–93.

    CAS  Article  Google Scholar 

  12. Ozturkcan SA, Turhan K, Turgut Z. Synthesis and characterizations of new 1, 3-oxazine derivatives. J Chem Soc Pak. 2011;33(6):939.

    CAS  Google Scholar 

  13. Supsana P, Tsoungas PG, Varvounis G. A novel one-pot synthesis of isomeric naphtho [1, 2-d] isoxazole 2-oxide and naphtho [1, 8-de][1, 2] oxazine ring systems. A case of simultaneous o-and peri-cyclisation in naphthalene. Tetrahedron Lett. 2000;41(11):1845–7.

    CAS  Article  Google Scholar 

  14. Kategaonkar AH, Sonar SS, Shelke KF, Shingate BB, Shingare MS. Ionic liquid catalyzed multicomponent synthesis of 3, 4-dihydro-3-substituted-2H-naphtho [2, 1-e][1, 3] oxazine derivatives. Org Commun. 2010;3(1):1.

    CAS  Google Scholar 

  15. Jogi SP, Meshram SJ, Sheikh J. Design, synthesis and evaluation of antimicrobial activity of novel oxazine derivatives using Betti’s Protocol. Lett Drug Des Discov. 2013;10(3):283–8.

    CAS  Google Scholar 

  16. Ganesan SS, Rajendran N, Sundarakumar SI, Ganesan A, Pemiah B. β-Naphthol in glycerol: a versatile pair for efficient and convenient synthesis of aminonaphthols, naphtho-1, 3-oxazines, and benzoxanthenes. Synthesis. 2013;45(11):1564–8.

    CAS  Article  Google Scholar 

  17. Thirunarayan G, Renuka V. Solid SiO2-H3PO4 is an efficient catalyst for cyclization of enones under solvent-free condition: synthesis and antimicrobial activities of some oxazine derivatives. J Chil Chem Soc. 2014;59(3):2574–81.

    Article  Google Scholar 

  18. Benameur L, Bouaziz Z, Nebois P, Bartoli M-H, Boitard M, Fillion H. Synthesis of furnaphth [1, 3] oxazine and furo [1, 3] oxazinoquinoline derivatives as precursors for an o-quinonemethide structure and potential antitumor agents. Chem pharm bull. 1996;44(3):605–8.

    CAS  Article  Google Scholar 

  19. Chen M-N, Mo L-P, Cui Z-S, Zhang Z-H. Magnetic nanocatalysts: synthesis and application in multicomponent reactions. Curr Opin Green Sustain Chem. 2019;15:27–37.

    Article  Google Scholar 

  20. Xu L, Zhang SZ, Li W, Zhang ZH. Visible-light-mediated oxidative amidation of aldehydes by using magnetic CdS quantum dots as a photocatalyst. Chememistry. 2021;27(17):5483–91.

    CAS  Article  Google Scholar 

  21. Zhang M, Liu Y-H, Shang Z-R, Hu H-C, Zhang Z-H. Supported molybdenum on graphene oxide/Fe3O4: an efficient, magnetically separable catalyst for one-pot construction of spiro-oxindole dihydropyridines in deep eutectic solvent under microwave irradiation. Catal Commun. 2017;88:39–44.

    CAS  Article  Google Scholar 

  22. Gao G, Di J-Q, Zhang H-Y, Mo L-P, Zhang Z-H. A magnetic metal organic framework material as a highly efficient and recyclable catalyst for synthesis of cyclohexenone derivatives. J Catal. 2020;387:39–46.

    CAS  Article  Google Scholar 

  23. Amiri-Zirtol L, Amrollahi MA, Mirjalili B-F. GO-Fe3O4-Ti (IV) as an efficient magnetic catalyst for the synthesis of bis (indolyl) methanes and benzo [a] xanthen-11-one derivatives. Inorg. Nano-Met. Chem.. 2021:1–11.

  24. Bagherzadeh M, Amrollahi M, Makizadeh S. Decoration of Fe 3 O 4 magnetic nanoparticles on graphene oxide nanosheets. RSC Adv. 2015;5(128):105499–506.

    CAS  Article  Google Scholar 

  25. Zare S, Fereidoonnezhad M, Afshar D, Ramezani Z. A comparative QSAR analysis and molecular docking studies of phenyl piperidine derivatives as potent dual NK1R antagonists/serotonin transporter (SERT) inhibitors. Comput biol chem. 2017;67:22–37.

    CAS  PubMed  Article  Google Scholar 

  26. Emami L, Sabet R, Khabnadideh S, Faghih Z, Thayori P. Quinazoline analogues as cytotoxic agents; QSAR, docking, and in silico studies. Res Pharm Sci. 2021;16(5):528.

    PubMed  PubMed Central  Article  Google Scholar 

  27. Hashemi S, Jassbi AR, Erfani N, Kiani R, Seradj H. Two new cytotoxic ursane triterpenoids from the aerial parts of Salvia urmiensis Bunge. Fitoterapia. 2021;154: 105030.

    CAS  PubMed  Article  Google Scholar 

  28. Humphrey W, Dalke A, Schulten K. VMD: visual molecular dynamics. J mol graph. 1996;14(1):33–8.

    CAS  PubMed  Article  Google Scholar 

  29. Chen CY-C. Computational screening and design of traditional Chinese medicine (TCM) to block phosphodiesterase-5. J Mol Graph Model. 2009;28(3):261–9.

    CAS  PubMed  Article  Google Scholar 

  30. Sapkal SB, Shelke KF, Shingate BB, Shingare MS. An efficient one-pot strategies for the synthesis of [1, 3] oxazine derivatives. J Korean Chem Soc. 2010;54(4):437–42.

    CAS  Article  Google Scholar 

  31. Dhakane VD, Gholap SS, Deshmukh UP, Chavan HV, Bandgar BP. An efficient and green method for the synthesis of [1, 3] oxazine derivatives catalyzed by thiamine hydrochloride (VB1) in water. C R Chim. 2014;17(5):431–6.

    CAS  Article  Google Scholar 

  32. Mathew BP, Nath M. One-pot three-component synthesis of dihydrobenzo-and naphtho [e]-1, 3-oxazines in water. J Hetero Chem. 2009;46(5):1003–6.

    CAS  Article  Google Scholar 

  33. Babaei E, Mirjalili BBF. Fe3O4@ nano-dextrin/Ti (IV): A unique and recyclable catalyst for aqueous pseudo-four-component reaction. J Organomet Chem. 2020;906: 121055.

    CAS  Article  Google Scholar 

  34. Tafti AD, Mirjalili BBF. Nano-Fe 3 O 4@ walnut shell/Cu (ii) as a highly effective environmentally friendly catalyst for the one-pot pseudo three-component synthesis of 1, 3-oxazine derivatives under solvent-free conditions. RSC Adv. 2020;10(53):31874–80.

    CAS  PubMed  PubMed Central  Article  Google Scholar 

  35. Azad S, Mirjalili BBF. One-pot solvent-free synthesis of 2, 3-dihydro-2-substituted-1H-naphtho [1, 2-e][1, 3] oxazine derivatives using Fe3O4@ nano-cellulose/TiCl as a bio-based and recyclable magnetic nano-catalyst. Mol Divers. 2019;23(2):413–20.

    CAS  PubMed  Article  Google Scholar 

  36. Ganesan A, Coote ML, Barakat K. Molecular dynamics-driven drug discovery: leaping forward with confidence. Drug discov today. 2017;22(2):249–69.

    CAS  PubMed  Article  Google Scholar 

  37. Gholampour M, Seradj H, Pirhadi S, Khoshneviszadeh M. Novel 2-amino-1, 4-naphthoquinone hybrids: design, synthesis, cytotoxicity evaluation and in silico studies. Bioorg Med Chem. 2020;28(21): 115718.

    CAS  PubMed  Article  Google Scholar 

  38. Bharadwaj S, Rao AK, Dwivedi VD, Mishra SK, Yadava U. Structure-based screening and validation of bioactive compounds as Zika virus methyltransferase (MTase) inhibitors through first-principle density functional theory, classical molecular simulation and QM/MM affinity estimation. J Biomol Struct Dyn. 2021;39(7):2338–51.

    CAS  PubMed  Article  Google Scholar 

  39. Islam R, Parves MR, Paul AS, Uddin N, Rahman MS, Mamun AA, et al. A molecular modeling approach to identify effective antiviral phytochemicals against the main protease of SARS-CoV-2. J Biomol Struct Dyn. 2021;39(9):3213–24.

    CAS  PubMed  Google Scholar 

  40. Lobanov MY, Bogatyreva N, Galzitskaya O. Radius of gyration as an indicator of protein structure compactness. Mol Biol. 2008;42(4):623–8.

    CAS  Article  Google Scholar 

  41. Kumari R, Kumar R, Consortium OSDD, Lynn A. g_mmpbsa A GROMACS tool for high-throughput MM-PBSA calculations. J chem Inf Model. 2014;54(7):1951–62.

    CAS  PubMed  Article  Google Scholar 

  42. Solhjoo A, Sobhani Z, Sufali A, Rezaei Z, Khabnadideh S, Sakhteman A. Exploring pH dependent delivery of 5-fluorouracil from functionalized multi-walled carbon nanotubes. Colloids Surf B: Biointerfaces. 2021;205: 111823.

    CAS  PubMed  Article  Google Scholar 

  43. Zheng X, Wang C, Zhai N, Luo X, Liu G, Ju X. In silico screening of novel α1-GABAA receptor PAMs towards schizophrenia based on combined modeling studies of imidazo [1, 2-a]-Pyridines. Int J mol sci. 2021;22(17):9645.

    CAS  PubMed  PubMed Central  Article  Google Scholar 

Download references


Not applicable.


Financial assistance from the Shiraz University of Medical Sciences by way of Grant Numbers 23994 and 24670 are gratefully acknowledged.

Author information

Authors and Affiliations



SK prepare the manuscript and supervised the study. AiS performed simulation study and write the simulation section. RH supervised the biological tests. LAZ synthesized the catalyst. AmS supervised simulation study. ZR revised the manuscript and edited it. EB contributed to the synthesis of compounds. SR performed the biological assay. LE performed docking study and contributed to the preparation of the manuscript. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Leila Emami.

Ethics declarations

Ethics approval and consent to participate

All applicable international, national, and/or institutional guidelines for the care and use of animals were followed. All procedures performed in this study were in accordance with ethical standards of the institution or practice at which the studies were conducted. The ethical guidelines for using experimental animals were followed in all tests under ethical committee acts of Iran University of Medical Sciences and the European Communities Council Directive 24 November 1986 (86/609/EEC). The study was carried out in compliance with the ARRIVE guidelines.

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Additional file 1:

Figure S1. The FT-IR spectrum of S1, Figure S2. The 1H NMR spectrum of S1, Figure S3. The FT-IR spectrum of S2, Figure S4. The 1H NMR spectrum of S2, Figure S5. The 13C-NMR spectrum of S2, Figure S6. The 13C-NMR spectrum of S2, Figure S7. The FT-IR spectrum of S3, Figure S8. The 1H NMR spectrum of S3, Figure S9. The FT-IR spectrum of S4, Figure S10. The 1H NMR spectrum of S4, Figure S11. The 13C-NMR spectrum of S4, Figure S12. The FT-IR spectrum of S5, Figure S13. The 1H NMR spectrum of S5, Figure S14. The 1H NMR spectrum of S5, Figure S15. The FT-IR spectrum of S6, Figure S16. The 1H NMR spectrum of S6, Figure S17. The 13C-NMR spectrum of S6, Figure S18. The Mass spectrum of S6, Figure S19. The FT-IR spectrum of S7, Figure S20. The 1H NMR spectrum of S7, Figure S21. The FT-IR spectrum of S8, Figure S22. The 1H NMR spectrum of S8, Figure S23. The 13C-NMR spectrum of S8, Figure S24. The Mass spectrum of S8, Figure S25. The FT-IR spectrum of S9, Figure S26. The 1H NMR spectrum of S9, Figure S27. The 13CNMR spectrum of S9, Figure S28. The Mass spectrum of S9, Figure S29. The FT-IR spectrum of S10, Figure S30. The 1H NMR spectrum of S10, Figure S31. The FT-IR spectrum of S11, Figure S32. The 1H NMR spectrum of S11, Figure S33. EDS analysis of the GO-Fe3O4-Ti(IV), Figure S34. VSM plot of pure Fe3O4, and GO-Fe3O4-Ti(IV), Table S1. The bonding energies (kcal/mol) of the tested compounds on GABA-A using AutoDock Vina.

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit The Creative Commons Public Domain Dedication waiver ( applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Reprints and Permissions

About this article

Verify currency and authenticity via CrossMark

Cite this article

Khabnadideh, S., solhjoo, A., Heidari, R. et al. Efficient synthesis of 1,3-naphtoxazine derivatives using reusable magnetic catalyst (GO-Fe3O4–Ti(IV)): anticonvulsant evaluation and computational studies. BMC Chemistry 16, 44 (2022).

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI:


  • GO-Fe3O4–Ti(IV)
  • Catalyst
  • 1,3-Oxazine
  • Anticonvulsant
  • PTZ
  • Molecular simulation