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Proceeding Paper

Molecular Docking Study on the Interaction of Rhodopsin-like Receptors with Tetracoordinated Gold(III) Complexes †

1
Institute for Information Technologies, University of Kragujevac, Jovana Cvijica bb, 34000 Kragujevac, Serbia
2
Faculty of Science, University of Kragujevac, Radoja Domanovica 12, 34000 Kragujevac, Serbia
*
Author to whom correspondence should be addressed.
Presented at the 1st International Electronic Conference on Biomedicine, Online, 1–26 June 2021; Available online: https://ecb2021.sciforum.net/.
Biol. Life Sci. Forum 2021, 7(1), 17; https://doi.org/10.3390/ECB2021-10264
Published: 31 May 2021
(This article belongs to the Proceedings of The 1st International Electronic Conference on Biomedicine)

Abstract

:
The pharmacologic properties of gold compounds have been known since the end of the 19th century. In the last decade gold complexes have received increased attention due to the variety of their applications. Rhodopsin-like receptors are a family of proteins that belong to the largest group of G-protein-coupled receptors (GPCRs). In this paper the molecular interactions between the active binding sites of rhodopsin-like receptors (RLRs) and synthesized gold(III) complexes ([Au(DPP)Cl2]+, where DPP = 4,7-diphenyl-1,10-phenanthroline) were investigated through molecular docking simulations. The crystal structure of investigated RLRs (PDB ID: 4A4M) was extracted from the RCSB Protein Data Bank in a PDB format. The native bound ligand (11-cis-retinal) was extracted from receptors and a binding pocket analysis was performed. Redocking was performed with gold(III) complexes to generate the same docking pose as found in the cocrystallized form of receptors. The binding energy of gold(III) complexes to RLRs was found to be −35.35 kJ/mol, as opposed to 11-cis-retinal, where it was about −40.5 kJ/mol. The obtained results revealed that gold(III) complexes bind at the same binding pockets to RLRs, as well as native bound ligands, via weak noncovalent interactions. The most prominent interactions are hydrogen bonds, alkyl–π and π–π interactions. The preliminary results suggest that gold(III) complexes showed good binding affinity against RLRs as well as the native bound ligand 11-cis-retinal, as evident from the free binding energy (ΔGbind in kJ/mol).

1. Introduction

Gold compounds have been used for different studies, even though they are usually used for the treatment of arthritis. In the last decade gold complexes have received increased attention due to the variety of their applications [1,2]. Primary, they have been investigated as potential anticancer and chemotherapeutic agents. It is well-known that gold(III) complexes are very similar to platinum(II) compounds, so they could exhibit prospective anticancer, cytotoxic and antitumor properties [3]. Indeed, encouraging results for in vivo and in vitro investigations were obtained after the utilization of gold(III) complexes [4]. The main problem of the biological development and usage of these compounds is their poor stability in aqueous solutions. Additionally, gold(III) complexes are unstable under physiological conditions due to intracellular redox reactions with biologically relevant reducing agents [5,6,7,8]. This kind of reduction involves a change in Au(III) to Au(I) species, responsible for further interaction with different biomolecules, DNA/BSA, proteins and enzymes. Additionally, both Au(III) and Au(I) compounds can undergo ligand exchange reactions in the presence of thiol-containing enzymes, including thioredoxin reductase. Furthermore, the change in the geometry of complexes during the reduction, from square planar to linear, is accompanied by the release of free ligands from the coordination sphere of the starting Au(III) complex, which can also be biologically active [9]. However, the stability of gold(III) complexes can be improved with the appropriate choice of inert ligands [10]. Gold(III) ions generally prefer binding to nitrogen or oxygen, because of “hard-soft” Lewis theory [11]. The high physiological stability of some mononuclear and dinuclear gold(III) complexes was reached using nitrogen-donor ligands, such as pyridine, bipyridine, terpyridine, phenanthroline, macrocyclic ligands and porphyrins [10,12]. The G-protein-coupled receptors (GPCRs) belong to seven transmembrane helix proteins. They have a role in the coupled binding of extracellular ligands to conformational changes as well as the activation of intracellular G proteins and GPCR kinases. Rhodopsin is activated by light-induced isomerization in the native membranes due to the covalently binding inverse agonist 11-cis retinal to the all-trans-retinal within a very tight binding pocket [13,14,15].
In this paper the binding affinities of the previously synthesized and investigated gold(III) complex (C1) [16] (Figure 1) and 11-cis-retinal to rhodopsin-like receptors (RLRs) were investigated through molecular docking simulations.

2. Materials and Methods

The binding affinity of the title compound (C1), as well as 11-cis-retinal, was estimated using molecular docking. For this purpose, AutoDock 4.0 software was used [17]. The X-ray structure of human RLRs was extracted from the RCSB Protein Data Bank (PDB ID: 4A4M) [18]. The native bound ligand (11-cis-retinal) was extracted from receptors, and a binding pocket analysis was performed. Redocking was performed with the gold(III) complex and 11-cis-retinal to generate the same docking poses found in the cocrystallized form of receptors. The pockets and binding sites of RLRs were determined by the AutoGridFR (AGFR) program. Discovery Studio 4.0 [19] was used for the preparation of protein for docking by removing the cocrystallized ligand, water molecules and cofactors. The AutoDockTools (ADT) graphical user interface was used to calculate Kollman charges and add polar hydrogen. Title molecule C1 (Figure 1) was prepared for docking by minimizing its energy using B3LYP-D3 in combination with the 6-311G(d,p) basis set for C, N, S, Cl and H, in addition to the LAN2DZ basis set for Au. The protein–ligand flexible docking was conducted using the Lamarckian genetic algorithm (LGA) method [20]. The grid center with dimensions of 10.988 × 45.838 × 35.362 Å3 in the -x, -y and -z directions of human RLRs was used in order to cover the protein binding sites and accommodate ligands to move freely. The binding affinity of title molecules was investigated and discussed. The AutoDock program calculated the free energy of the binding values according to the following equation, Equation (1):
ΔGbind = ΔGvdw+hbond+desolv + ΔGelec + ΔGtotal + ΔGtor − ΔGunb
where ΔGbind is the estimated free energy of binding and ΔGvdw+hbond+desolv denotes the sum of the energies of dispersion and repulsion (ΔGvdw), hydrogen bonds (ΔGhbond) and desolvation (ΔGdesolv). ΔGtotal represents the final total internal energy, ΔGtor is the torsional free energy, ΔGunb is the unbound system’s energy and ΔGelec is the electrostatic energy.

3. Results and Discussion

In this study the molecular interactions between the active binding sites of RLRs and analyzed compounds were investigated through molecular docking simulations. Before molecular docking the pockets and binding sites of the targeted receptor were determined. For this purpose the AGFR software was applied to configure and compute affinity maps for a receptor molecule to be used for AutoDock4. The native bound ligand (11-cis-retinal) was extracted from RLRs, and a binding pocket analysis was performed. After that, redocking was performed with C1 to generate the same docking pose as found in its cocrystallized form. The same protocol was utilized for the cocrystallized form of RLRs, where the 11-cis-retinal ligand was used. This step was performed to compare the theoretical binding affinity of C1 with 11-cis-retinal [20]. The position and orientation of ligands inside the protein receptors and the interactions with amino acids bound to the ligand were analyzed and visualized with Discovery Studio 4.0 and AutoDockTools.
In Table 1 and Table 2 the values of the estimated free energy of binding in addition to the inhibition constant (Ki) for the investigated ligands in three different conformations are given. Lower values of Ki and more negative values of ΔGbind indicate the better binding of ligands to receptors.
The lowest values of ΔGbind and Ki are found for conformation 1 (Table 1 and Table 2). As can be seen, when analyzing the position of active amino acids C1 binds at the same active site of RLR proteins as its native ligand, 11-cis-retinal, through weak noncovalent interactions (Table 1 and Table 2, in addition to Figure 2). The binding energies of gold(III) complexes and 11-cis-retinal to RLRs were found to be −35.4 and −40.5 kJ/mol, respectively. The obtained results indicate that the ligands strongly bind to RLRs. The docking analyses of the investigated molecules revealed that several noncovalent interactions existed between the investigated molecules and target receptors. The most prominent interactions are π-donor H-bonds, alkyl–π, π–lone pair and π–π interactions (Figure 2 and Figure 3). The most stable docking conformations of the investigated compound are presented in Figure 3. HIS, MET, ALA, ILE, TYR, TRP and TYR in positions 211, 207, 272, 189, 191, 265 and 268, respectively, in the primary structure of RLRs have a predominant role as the active site of this receptor regarding ligands, gold(III) complexes and 11-cis-retinal. The preliminary results suggest that gold(III) complexes showed a good binding affinity against RLRs as well as the native bound ligand, 11-cis-retinal, as evident from the free binding energy (ΔGbind in kJ/mol).

4. Conclusions

To evaluate the binding affinity of the investigated gold(III) complexes to rhodopsin-like receptors (RLRs), a molecular docking study was performed. According to the results of the molecular docking study, the investigated ligand forms stable complexes with RLRs, as evident from the free binding energy (ΔGbind is −40.5 kJ/mol for C1), as well as achieves a more effective interaction with the target receptor. The most important interactions are π-donor H-bonds, alkyl–π, π–lone pair and π–π interactions. The obtained preliminary results suggest that the gold(III) complex might exhibit strong binding activity to RLRs.

Supplementary Materials

The supplementary are available online at https://www.mdpi.com/article/10.3390/ECB2021-10264/s1.

Author Contributions

Conceptualization, A.S.K., D.M. and Z.M.; methodology, A.S.K. and M.A.; software, D.M., M.A. and A.S.K.; validation, A.S.K., D.M., B.P. and Z.M.; formal analysis, A.S.K., D.M. and M.A.; investigation, A.S.K., D.M., B.P. and Z.M.; resources, Z.M. and B.P.; data curation, A.S.K., D.M. and B.P.; writing—original draft preparation, A.S.K., D.M., B.P., M.A. and Z.M.; writing—review and editing, A.S.K., D.M., B.P. and Z.M.; visualization, A.S.K., D.M., B.P. and Z.M.; supervision, A.S.K., D.M., B.P., M.A. and Z.M.; project administration, A.S.K., D.M. and B.P.; funding acquisition, A.S.K., D.M., B.P., M.A. and Z.M. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Data Availability Statement

Not applicable.

Acknowledgments

The authors are grateful to the Ministry of Education, Science and Technological Development of the Republic of Serbia (agreement no. 451-03-9/2021-14/200378 and agreement no. 451-03-68/2021-14/200122) for financial support.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Optimized structures of gold(III) complexes ([Au(DPP)Cl2]+, where DPP = 4,7-diphenyl-1,10-phenanthroline, C1).
Figure 1. Optimized structures of gold(III) complexes ([Au(DPP)Cl2]+, where DPP = 4,7-diphenyl-1,10-phenanthroline, C1).
Blsf 07 00017 g001
Figure 2. Picture showing interaction between C1 and 11-cis-retinal (conformations 1, the lowest Ki) and amino acids in RLR (left) and (right).
Figure 2. Picture showing interaction between C1 and 11-cis-retinal (conformations 1, the lowest Ki) and amino acids in RLR (left) and (right).
Blsf 07 00017 g002
Figure 3. The docking interactions of the most stable conformation of ligand (Au(III) complex) with RLRs.
Figure 3. The docking interactions of the most stable conformation of ligand (Au(III) complex) with RLRs.
Blsf 07 00017 g003
Table 1. Estimated free energy of binding (ΔGbind) in kJ/mol, estimated inhibition constant (Ki) (μM) of different poses of C1 against RLR proteins.
Table 1. Estimated free energy of binding (ΔGbind) in kJ/mol, estimated inhibition constant (Ki) (μM) of different poses of C1 against RLR proteins.
Conformations of LigandΔGbind
(kJ/mol)
Ki
(nM)
Hydrogen BondHydrophobic Contact
1−35.446.2 × 102A:ILE189:HNA:MET207
A:TRP265
A:TYR268
A:TYR191
A:ALA272
A:TYR191
A:PHE208
A:ILE189
A:LEU125
2−35.446.2 × 102A:ILE189:HNA:MET207
A:HIS211
A:TRP265
A:TYR268
A:TYR191
A:ALA272
A:TYR191
A:PHE208
A:ILE189
A:LEU125
3−35.356.4 × 102A:ILE189:HNA:MET207
A:HIS211
A:TRP265
A:TYR268
A:TYR191
A:ALA272
A:TYR191
A:PHE208
A:ILE189
A:LEU125
Table 2. Estimated free energy of binding (ΔGbind) in kcal/mol, estimated inhibition constant (Ki) (μM) of different poses of 11-cis-retinal against RLR proteins.
Table 2. Estimated free energy of binding (ΔGbind) in kcal/mol, estimated inhibition constant (Ki) (μM) of different poses of 11-cis-retinal against RLR proteins.
Conformations of LigandΔGbind
(kJ/mol)
Ki
(μM)
Hydrogen BondHydrophobic Contact
1−40.508.1 × 10/A:MET207
A:ALA269
A:ALA272
A:ILE189
A:VAL204
A:TYR191
A:TRP265
A:TYR268
2−40.468.1 × 10/A:MET207
A:ALA269
A:ALA272
A:ILE189
A:VAL204
A:TYR191
A:TRP265
A:TYR268
3−40.388.4 × 10/A:MET207
A:ALA269
A:ALA272
A:ILE189
A:VAL204
A:TYR191
A:TRP265
A:TYR268
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MDPI and ACS Style

Kesić, A.S.; Milenković, D.; Antonijević, M.; Petrović, B.; Marković, Z. Molecular Docking Study on the Interaction of Rhodopsin-like Receptors with Tetracoordinated Gold(III) Complexes. Biol. Life Sci. Forum 2021, 7, 17. https://doi.org/10.3390/ECB2021-10264

AMA Style

Kesić AS, Milenković D, Antonijević M, Petrović B, Marković Z. Molecular Docking Study on the Interaction of Rhodopsin-like Receptors with Tetracoordinated Gold(III) Complexes. Biology and Life Sciences Forum. 2021; 7(1):17. https://doi.org/10.3390/ECB2021-10264

Chicago/Turabian Style

Kesić, Ana S., Dejan Milenković, Marko Antonijević, Biljana Petrović, and Zoran Marković. 2021. "Molecular Docking Study on the Interaction of Rhodopsin-like Receptors with Tetracoordinated Gold(III) Complexes" Biology and Life Sciences Forum 7, no. 1: 17. https://doi.org/10.3390/ECB2021-10264

APA Style

Kesić, A. S., Milenković, D., Antonijević, M., Petrović, B., & Marković, Z. (2021). Molecular Docking Study on the Interaction of Rhodopsin-like Receptors with Tetracoordinated Gold(III) Complexes. Biology and Life Sciences Forum, 7(1), 17. https://doi.org/10.3390/ECB2021-10264

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