| Literature DB >> 32132600 |
Mina Memarpoor-Yazdi1, Hadi Zare-Zardini2, Navid Mogharrab3, Leila Navapour4.
Abstract
The synthetic Angiotensin Converting Enzyme (ACE) inhibitors have side effects and hence demands for natural ACE inhibitors have been rising. The aim of this study is to purify and introduce natural ACE inhibitors extracted from Zizyphus jujuba fruits. Proteins from Zizyphus jujuba were lysed by trypsin, papain and their combination. Acquired peptides were purified and evaluated for ACE inhibitory activity. Peptide fractions with inhibitory activity were sequenced using tandem mass spectrometry. To elucidate the mode of peptide binding to ACE, homology modeling, molecular docking and molecular dynamics simulation were performed. Amino acid sequence of F2 and F4 peptides, which were the most active hydrolysates, were determined to be IER and IGK with the IC50 values of 0.060 and 0.072 mg/ml, respectively. Results obtained by computational analysis revealed that similar to the common ACE competitive inhibitors such as captopril, IER tripeptide binds to the enzyme active site, in vicinity of the zinc binding site, and occupies the S1 and S2' subsites. Binding occurs through hydrogen bonding with Gln293, Lys522, His524, Tyr531 and also several hydrophobic interactions. Collectively, these findings indicate that IER tripeptide inhibits the rabbit ACE enzyme through a competitive mechanism of inhibition with IC50 values in the millimolar range.Entities:
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Year: 2020 PMID: 32132600 PMCID: PMC7055321 DOI: 10.1038/s41598-020-60972-w
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1(A) HPLC chromatogram of peptides obtained from tryptic hydrolysate of Z. jujuba fruit proteins. (B,C) Identification of the molecular mass and amino acid sequence of the inhibitory peptides using MALDI-TOF (matrix assisted laser desorption/ionization-time of flight). Chromatograms correspond to MS/MS spectra of the F2 and F4 as the most active peptides.
Figure 2Lineweaver-Burk plots for ACE in the presence and absence of the inhibitory peptides IER (A) and IGK (B). Secondary plots of as a function of IER (C) and IGK (D) concentrations. The inhibition constants (Ki) were obtained from the negative x intercepts of the secondary plots.
Validation of predicted structure of rabbit ACE.
| Server | Feature | Template (2C6N) | Modeled structurea | Representative structureb |
|---|---|---|---|---|
| PROCHECK | Residues in most favoured regions (%) | 81.6 | 92.6 | 94.0 |
| Residues in allowed regions (%) | 17.7 | 7.2 | 5.8 | |
| Residues in disallowed regions (%) | 0.7 | 0.2 | 0.2 | |
| Verify3D | Averaged 3D-1D score > 0.2 | 96.1 | 92.8 | 94.7 |
| ERRAT | Overall quality | 86.5 | 87.3 | 96.5 |
aThe structure of the best model in terms of energy, obtained from homology modeling. This structure was used as the starting structure of the MD simulation.
bThe minimum energy conformation, extracted from the last 90 ns of the MD trajectories using free energy landscape (FEL) analysis.
Figure 3(A) Superposition of the three-dimensional structure of ACE-IER complex derived from molecular docking (green) with the crystal structure of ACE in complex with lisinopril obtained from 2C6N pdb entry (gray). Superposition and visualization were done using UCSF Chimera 1.11 (www.cgl.ucsf.edu/chimera). (B) 2D diagram of interactions between IER peptide and ACE in the lowest energy conformation of the ACE-IER complex. Purple and black lines represent ligand and non-ligand intramolecular bonds, respectively, green dashed lines present the hydrogen bonds and red dashed half-moons refer to amino acid residues involved in hydrophobic interactions with ligand.
Figure 4(A) RMSD of the carbon alpha (Cα) atoms and (B) the radius of gyration of the ACE-IER complex during the entire course of 100 ns MD simulations. (C) 3D and 2D plots of free energy landscape (FEL) of the ACE-IER complex as a function of RMSD to the average structure and radius of gyration during the last 90 ns of simulation. The plots were generated using trial version of Mathematica 9 (www.wolfram.com/mathematica/trial). (D) 3D visualization of a minimum energy conformation extracted from FEL using UCSF Chimera 1.11 (www.cgl.ucsf.edu/chimera). The interacting residues of ACE with IER are highlighted. (E) Map of hydrogen bond existence for ACE-IER complex during the last 90 ns of simulation. Red lines indicate the presence of a hydrogen bond at that specific time. Each value of the hydrogen bond index corresponds to a unique donor-hydrogen-acceptor triplet. The amino acids involved in each particular hydrogen bond and the percentage of time that the hydrogen bond existed during the trajectory are given on the right side of the map.
The contacts between ACE and IER (within radius of 5 Å) with occupancy greater than 50% during the last 90 ns of simulation.
| Residue of ACE | Residue of IER | Occupancy (%) | Residue of ACE | Residue of IER | Occupancy (%) |
|---|---|---|---|---|---|
| Tyr531 (HH) | Arg3 (C) | 100.00 | His524 (NE2) | Arg3 (HA) | 67.19 |
| Lys522 (NZ) | Arg3 (OT2) | 98.22 | Phe468 (HE1) | Arg3 (HB2) | 66.22 |
| Lys522 (NZ) | Arg3 (OT1) | 97.45 | Tyr531 (OH) | Arg3 (HB2) | 65.32 |
| His524 (HE2) | Glu2 (O) | 96.89 | His524 (HE2) | Glu2 (C) | 64.73 |
| Lys522 (NZ) | Arg3 (C) | 95.36 | Tyr534 (CD1) | Arg3 (HG1) | 64.42 |
| His524 (HE1) | Arg3 (C) | 91.52 | His524 (CE1) | Arg3 (HA) | 64.13 |
| His524 (NE2) | Glu2 (O) | 90.62 | Gln293 (2HE2) | Arg3 (HB2) | 63.12 |
| Glu396 (OE2) | Glu2 (OE2) | 89.45 | Glu396 (OE2) | Glu2 (OE1) | 62.52 |
| Lys522 (HZ3) | Arg3 (OT2) | 89.01 | His524 (CE1) | Glu2 (O) | 62.44 |
| His395 (NE2) | Glu2 (OE2) | 87.27 | Tyr531 (HH) | Arg3 (CA) | 62.41 |
| His524 (HE1) | Arg3 (HA) | 86.29 | Tyr531 (HE1) | Arg3 (C) | 60.09 |
| His524 (HE2) | Arg3 (HA) | 85.79 | Glu422 (OE2) | Glu2 (OE2) | 59.11 |
| Lys522 (HZ2) | Arg3 (OT1) | 85.48 | Tyr531 (HH) | Arg3 (OT2) | 57.33 |
| Lys522 (HZ3) | Arg3 (OT1) | 84.69 | Lys522 (HZ3) | Arg3 (C) | 55.81 |
| Tyr531 (HH) | Arg3 (HB2) | 84.37 | Glu396 (OE2) | Glu2 (CD) | 55.37 |
| Tyr531 (HE1) | Arg3 (HA) | 83.48 | Tyr534 (HB2) | Arg3 (HG1) | 54.69 |
| Lys522 (HZ2) | Arg3 (OT2) | 82.60 | Tyr534 (HB2) | Arg3 (HD1) | 54.48 |
| His524 (HE1) | Glu2 (O) | 81.92 | Lys522 (CE) | Arg3 (OT2) | 53.94 |
| Lys522 (HZ1) | Arg3 (OT1) | 80.14 | Tyr534 (HD1) | Arg3 (HG1) | 53.77 |
| His524 (HE1) | Arg3 (OT1) | 78.82 | Tyr531 (HH) | Arg3 (OT1) | 53.24 |
| Lys522 (HZ1) | Arg3 (OT2) | 78.69 | Tyr531 (HE1) | Arg3 (OT2) | 52.92 |
| His524 (HE1) | Arg3 (OT2) | 77.10 | Lys522 (HE2) | Arg3 (OT2) | 52.68 |
| Gln293 (2HE2) | Arg3 (C) | 73.52 | Tyr531 (OH) | Arg3 (OT2) | 52.02 |
| His524 (HE1) | Arg3 (CA) | 70.74 | Tyr534 (CG) | Arg3 (HG1) | 51.59 |
| Tyr531 (HH) | Arg3 (HA) | 70.41 | Tyr534 (HH) | Glu2 (HB2) | 50.16 |
| Gln293 (2HE2) | Arg3 (OT1) | 68.54 | Tyr534 (HB2) | Arg3 (HD2) | 50.05 |
| Gln293 (2HE2) | Arg3 (OT2) | 68.19 |
Figure 5A schematic representation of interaction network of IER, captopril, lisinopril and enalaprilat with ACE active site generated with PoseView (http://proteins.plus). Residues of S1, S1’ and S2’ subsites are marked in blue, red and black, respectively and Zn2+ is shown in purple. The hydrophobic interactions are highlighted with green lines. (A) IER forms hydrogen bonds with Gln293, Lys522, His524 and Tyr531 of rabbit ACE. The complex is also stabilized by the hydrophobic interactions with Glu396, His395, Phe468 and Tyr534. The equivalent residues in the human testicular ACE are enclosed in parentheses. (B) Captopril makes hydrogen bonds with residues Gln281, His353, Glu384, Lys511, His513 and Tyr520 of human testicular ACE and interacts with Tyr523 through hydrophobic contact. (C,D) Lisinopril and enalaprilat participate in hydrogen bonding with residues Gln281, His353, Ala354, Glu384, Lys511, His513, Tyr520 and Tyr523. The lisinopril also occupies S1’ subsite through hydrogen bonding between lysine side chain and Glu162. The phenyl moiety of these inhibitors which is absent in captopril mediates hydrophobic interactions with residues Ser355 and Val518.