Here, we present our in silico results for calculated binding affinities of narcotic compounds mixed with adjuvants to target proteins such as RBD-ACE2 and CTD-ACE2. Also, we highlight ligands of narcotic compounds mixed with adjuvants that we believe may be targeting the binding between S protein and ACE2, and thus are of special interest for experimental evaluation. A structural representation of the interaction between ACE2/SARS-CoV-2-CTD and SARS-CoV RBD with narcotine hemiacetal binding to mannide monooleate is shown in Figure 3.
Any small molecule bound to S protein at this time may interfere the re-folding of S protein, therefore inhibits the viral infection process. Furthermore, small molecule that can target any part of S protein may be a good starting point to design PROTAC based therapy [61]. For mannide monooleate, we found SARS-CoV-2 CTD-ACE2+ narcotine hemiacetal and codeine could be helpful for viral infection treatment, whereas fentanyl is the best option for SARS-CoV RBD-ACE2, as illustrated in Figure 4. Based on our results for strongest binding affinity, initial repurposing may be better suited to carprofen mixed with muramyl dipeptide for both of RBD-ACE2 of SARS-CoV-2 and SARS-CoV. Also, the most efficient compounds are narcotine hemiacetal with SARS-CoV-2 RBD-ACE2 complex, whereas noscapine has the most efficient compounds in SARS-CoV RBD-ACE2.
Figure 5 reveals that, in case of the squalene, compounds such as RBD-ACE2+carprofen and noscapine, also, CTD-ACE2+ noscapine could be helpful for viral infection treatment of SARS-CoV-2. But acetohexamide and fentanyl have the strongest binding affinity to SARS-CoV RBD-ACE2. For AS01, we found only one compound, hydrocodone, cannot effectively target the binding between RBD/CTD and ACE2 for both of SARS-CoV-2 and SARS-CoV. The compounds identified here could potentially target the binding site between Spike RBD/CTD and ACE2. As suggested by the result, authors believe that these compounds are inhibitors of ACE2 driven virus infections.
The binding energy is due to the energy contributions of all different amino acids and residues around the cavity of target protein on interaction site with the screened molecules. Energy contributions of these residues are due to different interactions like hydrogen bonding, van der Waals, electrostatic interactions, π-π stacking, etc. [62]. As the binding of the S protein to ACE2 is undesirable, it is preferable to diminish the ligand-interface interactions that may bridge, and therefore stabilize, the interaction between the S protein and the ACE2 receptor. The detail of RBD/CTD-ACE2 interface binding to narcotics compounds, i.e., narcotine hemiacetal, codeine, carprofen and noscapine mixed with adjuvants (mannide monooleate, muramyl dipeptide and squalene) were evaluated (Figures 6-8 and S2-S4).
As shown in Figures 6-8 the binding of adjuvants in the active pocket of RBD/CTD-ACE2 were compared to SARS-CoV RBD-ACE2. Also, the binding between S protein and ACE2 with narcotics compounds were compared to SARS-CoV RBD-ACE2 as represented in Figures S2-S4. It seems that variations in the binding free energies occur due to the difference in the hydrophobic interactions and hydrogen bonding formation between RBD/CTD-ACE2′s amino acid residues with narcotics compounds and adjuvants.
The system stabilization can occur by lowering the binding free energy for the most stable conformations. To better understand the details of SARS-CoV-2 RBD/CTD-ACE2 interface the binding to narcotine hemiacetal+mannide monooleate were also compared to SARS-CoV RBD-ACE2 as detailed in Table 1. Furthermore, all residues involved in SARS-CoV-2 RBD-ACE2 interface interactions with muramyl dipeptide and carprofen compared to SARS-CoV RBD-ACE2 are summarized in Table 2. According to our results, the SARS-CoV-2 CTD-ACE2 with narcotine hemiacetal+mannide monooleate forms hydrophobic interactions with ten amino acids, which are P258, S257, S254, I256, D615, Y255, P612, Y158, W610 and S611, from the target ACE2 with narcotine hemiacetal and T27, N25, I123 and A26 of the S protein. Also, 15 residues, P258, S257, W610, S254, D615, Y255, Y158, I256, P612, Y613, P490, V491, L162, S611, and A614 of ACE2 receptor have hydrophobic interactions with mannide monooleate, whereas T27, N25 and I123 are bound to CTD. There are also, hydrophobic interactions between ten amino acids (e.g., K31, H34, N33, P389, Q288, F390, R393, A387, E37 and K353 of ACE2) and N479, D480, Y481, K390, Y491 and Y442 binding to SARS-CoV RBD for mannide monooleate. Comparison of the contact residues of the SARS-CoV-2 CTD-ACE2 and SARS-CoV RBD, clearly shows that ligand (narcotine hemiacetal+mannide monooleate) binding affinity for the ACE2 receptor in SARS-CoV-2 CTD-ACE2 is greater than that of SARS-CoV RBD-ACE2. For narcotine hemiacetal+mannide monooleate, in SARS-CoV-2 CTD-ACE2, we found stronger binding affinity than SAR-CoV RBD.
Table 1: Contact residues at the binding interface of SARS-CoV-2 CTD-ACE2 also involved in interactions with mannide monooleate and narcotine hemiacetal.
Targats
|
Mannide monooleate
|
Narcotine hemiacetal
|
|
S protein
|
ACE2
|
S protein
|
ACE2
|
SARS-CoV-2 CTD
|
T27-N25-I123
|
P258-S257-W610-S254-D615-Y255-Y158-I256-P612-Y613-P490-V491-L162-S611-A614
|
A26-N25-T27-I123
|
P258-S257-S254-I256-D615-Y255-P612-Y158-W610-S611
|
SARS-CoV RBD
|
N479-D480-Y481-K390-Y491-Y442
|
K31-H34-N33-P389-Q288-F390-R393-A387-E37-K353
|
Y440-N479-K390-D480-Y481-Y491
|
N33-E37-H34-D38-K353-
|
There is some tendency between the hydrophobic bonding groups of the muramyl dipeptide with amino acid residues (i.e., Q91, Y135, D88, D87, K85, Y177, Y187, G178, G98, V99 and S176) to bind to RBD of SARS-CoV-2 and amino acids, like S254, S257, I256, P258, P253, M249 of the ACE2. Also, there are hydrophobic interactions between five amino acids (e.g., S254, P253, S257, M249, P258 and I256 of ACE2) and carprofen. There are also, other residues such as V99, I100, Y135, Q91, S176, D88, Y177, K85 and G178, of SARS-CoV-2 chimeric RBD that are connected with carprofen. For muramyl dipeptide + carprofen, similar to narcotine hemiacetal+mannide monooleate, minor change in SARS-CoV-2 CTD-ACE2 and SAR-CoV RBD connection tendency were observed.
Table 2. Residues at the binding interface of SARS-CoV-2 RBD-ACE2, involved in interactions with muramyl dipeptide and carprofen.
Targats
|
Muramyl Dipeptide
|
Carprofen
|
|
S protein
|
ACE2
|
S protein
|
ACE2
|
SARS-CoV-2 RBD
|
Q91-Y135-D88-D87-K85-Y177-Y187-G178-G98-V99-S176
|
S254-S257-I256-P258-P253-M249
|
V99-I100-Y135-Q91-S176-D88-Y177-K85-G178
|
S254-P253-S257-M249-P258-I256
|
SARS-CoV RBD
|
Y440-K390-N479-D480-Y481-F483-G482-Y491
|
D30-N33-A387-A386-R393-Q388-P389-H34-E37-K353-E37
|
Y440-K390-D480-Y481
|
N33-F390-E37-R393-P389-H34
|