Mayada M. El-Ayouty‡
a,
Nermeen A. Eltahawy‡
b,
Ahmed M. Abd EL-sameaa
a,
Ahmed M. Badawy
a,
Khaled M. Darwish
c,
Sameh S. Elhady
de,
Mostafa M. Shokrf and
Safwat A. Ahmed*b
aDepartment of Pharmacognosy, Faculty of Pharmacy, Sinai University, El-Arish 45511, Egypt. E-mail: miada.mohamed@su.edu.eg; ahmed.abdelsameaa@su.edu.eg; ahmed.badawy@su.edu.eg
bDepartment of Pharmacognosy, Faculty of Pharmacy, Suez Canal University, Ismailia 41522, Egypt. E-mail: Nermeenazmy25@gmail.com; nermeen.azmy@pharm.suez.edu.eg; safwat_aa@yahoo.com; safwat_ahmed@pharm.suez.edu.eg; Fax: +20-064-323074; Tel: +20-010-92638387
cDepartment of Medicinal Chemistry, Faculty of Pharmacy, Suez Canal University, Ismailia 41522, Egypt. E-mail: Khaled_darwish@pharm.suez.edu.eg
dKing Abdulaziz University Herbarium, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia. E-mail: ssahmed@kau.edu.sa
eDepartment of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia
fDepartment of Pharmacology and Toxicology, Faculty of Pharmacy, Sinai University – Arish Branch, Arish, 45511, Egypt. E-mail: mostafa.mohsen@su.edu.eg
First published on 5th August 2024
Cleome amblyocarpa Barr. and Murb. from the family Cleomaceae is used in folk medicine as it has analgesic, anti-inflammatory, antibacterial and antioxidant activities. In this study, ten compounds from the whole plant of C. amblyocarpa, a wild plant that grows in the Sinai Peninsula of Egypt, were isolated. Six compounds, β-sitosterol 3-O-β-D-glucoside 2, calycopterin 5, rhamnocitrin 6, 17α-hydroxycabraleahy-droxylactone 7, cleogynol 8, and β-sitosterol 10 were first isolated from this species. In addition, four previously reported compounds, kaempferol-3, 7-dirhamnoside 1, 15α-acetoxycleomblynol A 3, and 11-α-acetylbrachy-carpone-22(23)-ene 4, as well as cleocarpanol 9, were isolated and identified. Isolated compounds were evaluated to determine their analgesic properties utilizing a hot-plate test method, and their anti-inflammatory effects utilizing rat paw edema. In a hot-plate test, compounds 3, 4, 7, 8, and 9 showed significant pain inhibition in latency time as compared to the normal group. Compounds 3–9 exhibited a significant inhibition of carrageenan-induced inflammation. According to the results of this work, compounds 3 and 4 (Dammarane triterpenoid) have the strongest analgesic/anti-inflammatory activity as compared to the other tested compounds. These results give support to the medicinal benefits of the plant as an analgesic along with an anti-inflammatory agent in traditional therapy. Molecular modelling studies of the isolated compounds 3 and 4 assessed the molecular affinity and binding interaction patterns for these compounds towards COX-2 as compared to specific COX-2 inhibitors and in relation to COX-1 isozyme. Compound 3 revealed extended accommodation across COX-2's hydrophobic sub-pockets and preferential thermodynamic stability across molecular dynamics simulations.
An important class of pharmaceuticals that have numerous medicinal applications in the management of different cases including fever, inflammation, and pain are called non-steroidal anti-inflammatory drugs (NSAIDs).4
According to different reports, the generation of prostaglandins via arachidonic acid by the usage of non-selective suppression of the COX cyclooxygenase enzymes (COX-1 and COX-2),5 leading to down regulation of inflammatory mediators that consist of tumor necrosis factor-alpha (TNF-α) and interleukin-1 beta (IL-1β) alongside with glutathione (GSH) which is an antioxidant parameter, is the mechanism behind NSAID-associated gastrointestinal side effects.6
The World Health Organization reports that between 70 and 80% of people in the developing world receive their primary care through complementary medicine, primarily from herbal sources.7 Anti-inflammatory medications from natural sources are used to treat pain from a number of illnesses, such as muscular diseases, and arthritis.8 There are many inflammatory disorders, and controlling their occurrence and outcome is a challenge for conventional medication treatments.9 As many plant extracts and isolates are proved to have anti-inflammatory and analgesic activities,10,11 the purpose of the current study was to assess the anti-inflammatory and analgesic activities of compounds isolated from a natural source.
As of right now, Cleomaceae family includes 25 genera, with more to be described.12 Over 200 species of Cleome can be recognized in various regions of the world. It belongs to the largest genus within the family and possesses numerous conventional and medicinal uses.13 in traditional medicine, Cleome species are utilized as analgesic, anti-inflammatory, antibacterial, and antioxidant agents.14
C. amblyocarpa Barr. & Murb. is a species of herbaceous plant that belongs to the Cleomaceae family.15 The plant, which has offensive odor and can be annual or short-lived perennial, is found in North and East Africa, Sinai, Ethiopia, Sudan, Saudi Arabia, Palestine, Iran, and Iraq.16
Many bioactive substances have been isolated from C. amblyocarpa, such as triterpenoids,17 flavonoids, and saponins.18 Consequently, many biological activities of this plant have been described, such as anti-leishmanial,19 antifungal,20 cytotoxic and antioxidant.21 According to Khlifi et al.22 the leaves of C. amblyocarpa were proved to have analgesic and anti-inflammatory activities and could be used as a source of phytochemicals which may be utilized for the development of novel pharmaceutical combinations. As a result, in our study, we focused on isolating the active components from their total MeOH extract of the whole plant of C. ambylocarpa and the identification of these isolated compounds using several spectroscopic techniques. The isolated compounds (3–9) were screened for their analgesic, and anti-inflammatory effects. The current research has the purpose to examine the influence of isolated compounds (3–9) on the inflammation caused by carrageenan in albino-rats, and the nociception caused by hot-plate in mice. Additionally, molecular modelling studies have been carried out to improve a better understanding about the molecular mechanism behind the activity of the isolated compounds 3 and 4 (Dammarane triterpenoid).
In this study, four fractions (50% EtOAc in hexane), (75% EtOAc in hexane), (95% EtOAc in hexane) and (95% EtOAc in MeOH) were subjected to further chromatographic study according to their promising TLC.
Subfraction (F3-A) (20% EtOAc in hexane) 8 g was re-chromatographed with gradient elution with a normal phase silica gel 60 Å column (230–400 mesh, Merck, KGaA, Darmstadt, Germany) utilizing (n-hexane/EtOAc). The eluate was gathered in 5 ml of successive fractions. This resulted in obtaining one pure compound 10 (25 mg).
Subfraction (F3-B) (30% EtOAc in hexane) 10 g was further purified using Sephadex LH-20 column with (1:
1) mixture of CHCl3 and MeOH to isolate two pure substances, were compound 9 (50 mg), and compound 8 (40 mg).
Sub-fraction (F4-A) (40% EtOAc in hexane) 8 g was submitted to further purification using a MeOH:
CHCl3 (1
:
1) over a Sephadex LH-20 column to give two pure substances, were compound 7 (30 mg), and compound 6 (25 mg).
Sub-fraction (F4-B) (50% EtOAc in hexane) 6 g was re-chromatographed via gradient elution over a normal phase silica gel column with (n-hexane/EtOAc). Sub-fractions with matching TLC patterns were mixed, yielding one pure compound 5 (30 mg).
Sub-fraction (F5-A) (60% EtOAc in hexane) 7 g was re-chromatographed on a normal phase silica gel column via gradient elution (n-hexane/EtOAc/MeOH). Subfractions with identical TLC patterns were mixed, yielding one pure compound 4 (40 mg).
Sub-fraction (F5-B) (70% EtOAc in hexane) 6 g was submitted to further purification using a MeOH:
CHCl3 (1
:
1) over a Sephadex LH-20 column to produce a single pure compound 3 (30 mg).
Sub-fraction (F6-A) (90% EtOAc in hexane) 5 g was re-chromatographed on a normal phase silica gel column via gradient elution (n-hexane/EtOAc/MeOH). Subfractions with identical TLC patterns were mixed, obtaining one pure compound 2 (30 mg).
Subfraction (F6-B) (97.5% EtOAc in MeOH) 4 g was submitted to further purification using a MeOH:
CHCl3 (1
:
1) over a Sephadex LH-20 column to produce a single pure compound 1 (20 mg).
The animals were kept under normal environments, which included a 12 hour light–dark cycle, a temperature of 25 ± 2 °C and a relative humidity of 55 ± 5%. The animals had free access to water and a regular diet.
Suez Canal University's ethical committee (No. 202205M3) approved the experimental investigation. The Committee for the Purpose of Control and Supervision of Experimental Animals (CPCSEA) guidelines were followed and was authorized by the Institutional Animal Ethical Committee (IAEC). Also, the study was performed in conformance with the Guide for Laboratory Animals the Care and Use [NIH Publication, No. 8023, revised (1996)]. The experimental research was performed at Faculty of Pharmacy, Sinai University, Egypt.
The other inflammatory mediator (IL-1β) was determined using RT-PCR technique and the primer sequence used for evaluation of IL-1β by RT-PCR (catalogue no. RP300022, Sinobiological, USA) is Forward: ATGGCAACTGTCCCTGAACT, Reverse: AGTGACACTGCCTTCCTGAA, using GADPH as the standard gene, following the manufacturer's instructions.28
Compound 1: Yellow needles; Rf = 0.52 (87:
13 CHCl3/MeOH); MP = 203 °C; LC-MS/MS (m/z: 579.1666 [M + H]+.34 It was identified as kaempferol-3, 7-dirhamnoside (Fig. 1) by comparing 1H-NMR (300 MHz; DMSO-d6) and 13C-NMR (75 MHz; DMSO-d6) analyses with the spectral published data,34 see (Table S.1†).
Compound 2: Pale white powder; Rf = 0.43 (90:
10 CHCl3/MeOH); MP = 283 °C; it was identified as β-sitosterol 3-O-β-D-glucoside (Fig. 1) by comparing 1H-NMR (400 MHz; DMSO-d6) and 13C-NMR (100 MHz; DMSO-d6) analyses with the spectral published data,35 see (Table S.2†).
Compound 3: white powder; Rf = 0.52 (80:
20 EtOAc/n-hexane); MP = 259.5–262 °C; it was identified as 15α-acetoxycleomblynol A (Fig. 1) by comparing 1H-NMR (300 MHz; CDCl3-CD3OD) and 13C-NMR (75 MHz; CDCl3-CD3OD) analyses with the spectral published data,17 see (Table S.3†).
Compound 4: white powder; Rf = 0.45 (60:
40 EtOAc/n-hexane); MP = 269–273 °C; it was identified as 11-α-acetylbrachy-carpone-22(23)-ene (Fig. 1) by comparing 1H-NMR (300 MHz; CDCl3) and 13C-NMR (75 MHz; CDCl3) analyses with the spectral published data,36 see (Table S.4†).
Compound 5: crystalline yellow solid; Rf = 0.52 (50:
50 EtOAc/n-hexane); MP = 223–225 °C; It was identified as calycopterin (Fig. 1) by comparing 1H-NMR (300 MHz; CDCl3-CD3OD) and 13C-NMR (75 MHz; CDCl3-CD3OD) analyses with the spectral published data,36 see (Table S.5†).
Compound 6: yellow solid; Rf = 0.43 (50:
50 EtOAc/n-hexane); MP = 214–216 °C; EI-MS (m/z: 299.97);37 UV spectrum (MeOH, λmax nm): 269; 349, plus AcONa: 272; 354 confirms the absence of OH in C7, plus AlCl3 276 and 391 OH free in C5 and C3 (ref. 38); it was identified as rhamnocitrin (Fig. 1) by comparing 1H-NMR (300 MHz; CD3OD) analyses with the spectral published data,37 see (Table S.6†).
Compound 7: white powder; Rf = 0.45 (50:
50 EtOAc/n-hexane); MP = 250–252 °C; LC-MS/MS (m/z: 433.3283 [M + H]+;39 it was identified as 17α-hydroxycabraleahy-droxylactone (Fig. 1) by comparing 1H-NMR (300 MHz; CDCl3) and 13C-NMR (75 MHz; CDCl3) analyses with the spectral published data,39 see (Table S.7†).
Compound 8: colorless crystals; Rf = 0.43 (35:
65 EtOAc/n-hexane); MP = 108–110 °C; LC-MS/MS (m/z: 475.3754 [M + H]+; It was identified as cleogynol (Fig. 1) by comparing 1H-NMR (300 MHz; CDCl3) and 13C-NMR (75 MHz; CDCl3) analyses with the spectral published data,39,40 see (Table S.8†).
Compound 9: white powder; Rf = 0.39 (30:
70 EtOAc/n-hexane); MP = 251 °C; EI-MS m/z: 474 [M]+, 456 [M − H2O]+, 441 [456-Me]+, 410, 370, 143, 142 (100), and 85;41 it was identified as cleocarpanol (Fig. 1) by comparing 1H-NMR (300 MHz; CDCl3) and 13C-NMR (75 MHz; CDCl3) analyses with the spectral published data,39,41 see (Table S.9†).
Compound 10: white powder; Rf = 0.41 (20:
80 EtOAc/n-hexane); MP = 136 °C; It was identified as β-sitosterol (Fig. 1) by comparing 1H-NMR (300 MHz; CDCl3) and 13C-NMR (75 MHz; CDCl3) analyses with the spectral published data,36 see (Table S.10†).
The results obtained from ELISA technique demonstrated a significant increase of TNF-α levels in carrageenan treated group by 75.6% in comparison to normal group, while indomethacin treated group showed a significant reduction by 33.9% in comparison to carrageenan treated group. In the same line, the tested compounds (compounds 3–9) showed a significant reduction by (23.4%, 22.3%, 14.6%, 18.6%, 22.3%, 22.3%, and 21.9%) in comparison to carrageenan injected group, respectively (Fig. 4B).
And the results obtained showed that carrageenan injected group had a considerable downregulation in the levels of GSH by 42.9% as compared to normal group, while indomethacin treated group showed a significant increase by 68.4% as compared to carrageenan treated group. In the same line, the tested compounds (compounds 3–9) showed a significant reduction by (47.4%, 45.9%, 37.8%, 44.6%, 33.7%, 34.1%, and 37.1%) as compared to carrageenan injected group, respectively (Fig. 5B).
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Fig. 6 Architecture of COX-2 enzyme and depicted molecular docking poses. (A) Left panel; cartoon/surface 3D-representation of COX-2 enzyme (PDB: 3mqe) showing the dimeric structure bounded to two co-crystallized (chromene; yellow sticks). Bold C and N letters denote the carboxy and amino-terminals. Right panel; aligned redocked chromene reference control (magenta) over its co-crystalline state (yellow). (B) Superimposed redocked chromene (magenta) over celecoxib (yellow) sticks as co-crystalline ligands within the COX-2 binding pockets (PDB: 3mqe and 3ln1, respectively). Right panel: (C) predicted binding mode of chromene co-crystallized ligand as reference ligand at COX-2 binding site. (D and E) Binding modes of compound 3 (D) and compound 4 (E) at COX-2 binding site. Only surrounding residues within 5 Å radius as lines are shown and polar interactions are illustrated as red-dash lines. |
The COX-2 protein (PDB: 3mqe) employed within our docking simulation harbors the co-crystallized structure of 2H-chromene-3-carboxylic acid derivative (D72) within the protein's canonical binding site. The co-crystallized compound was developed by Pfizer Global R&D and introduced as orally active long acting (t1/2 = 34 h) benzopyran-based compounds with great COX-2 selectivity (IC50 = 0.062 μM at COX-2 versus 1.02 μM at COX-1). Further, the reported compound was illustrated with relevant pharmacokinetic profile besides superior air pouch model efficacy and advanced chronic/acute in vivo studies including edema, hyperalgesia, and arthritis animal models. Despite lacking the methyl sulphone/sulphonamide-based scaffold and typical diaryl heterocyclic skeleton, this chromene-based compound depicted superior anti-inflammatory actions over NSAIDs and other selective COX-2 inhibitors under clinical investigation. Adopting the chromene-COX-2 complex as positive reference control within our computational simulation was highly rationalized since our compounds similarly lacked the sulphone-based moiety. The later would predict a differential binding orientation/conformation at COX-2 pocket for our compounds in relation to typical sulphonamide COX-2 inhibitors the thing that was confirmed with the chromene compound. Moreover, our investigated triterpenoids illustrated comparable pharmacophoric features, to a certain extent, with those of the chromene reference compound. Starting with the carboxylate groups being incorporated within both structures and ending with the hydrophobic core units, the chromene and triterpenoid rings. In these regards, guiding the docking algorithm for the compounds exhibiting relevant structural closeness with the co-crystallized ligand would provide validity for the docking findings. This has been rationalized since a guided docking approach would increase the likeness of predicting the compounds' binding mode at a significant biological relevance.50
Further validation for our docking approach was highlighted through the successful achievement of great superimposition for the redocked positive chromene control over its co-crystalline reference orientation and conformation states (aligned root-mean square; RMSD = 0.52 Å) (Fig. 6A). Being able to replicate the binding mode of the co-crystallized ligand at RMSD below 2.00 Å would generally confer the validity of the docking procedure/protocol to obtain both the binding energies and modes within high predicted biological significance.51–56 Redocked chromene reference standard showed relevant anchoring at the COX-2 binding site with partial accommodation of the whole wide pocket owing to the almost linear conformation of its chromene central scaffold and substituted functional groups (COOH, CH3, and chloride) [Fig. 6B and C]. The ligand further lacked relevant anchoring into the COX-2's hydrophilic selectivity side pocket (unlike selective COX-2 inhibitor, celecoxib; IC50 = 40 nM.57 Stability of chromene ring was highlighted through polar interaction with Tyr371 and Ser516 (H-bond distance/angle = 2.0 Å/157.9° and 2.2 Å/133.0°, respectively). Substituted chloride atom depicted preferential proximity towards the Arg at the other side of the pocket. Close hydrophobic contacts (<4.5 Å) with both hydrophobic pockets (I and II) were also depicted important for chromene/COX-2 stability. To our delight, the furnished chromene's pharmacodynamic binding profile has successfully replicated the reported ligand-residue patterns the thing that would rationalize the furnished docking binding energy (−10.97 kcal mol−1) being highly correlated to chromene's reported in vitro results (IC50 = 0.062 μM).
Molecular docking of the investigated triterpenoid-based compounds revealed interesting findings. Both compounds revealed extended accommodation across both COX-2's hydrophobic pockets with their 5-membered lactone rings being anchored at the hydrophobic pocket II (Fig. 6C and D). Compound 3 showed partial accommodation of the enzyme's selectivity side pocket where its C1 acetyl side arm showed preferential orientation into this hydrophilic pocket mediating good hydrogen bonding with Ile338 mainchain (3.1 Å/127.0°). Further ligand stability was mediated via C12 acetyl substitution through extended polar contacts with the sidechains of the selectivity pocket's gatekeeper and comprising residues; Ser339 (3.0 Å/125.6°), Tyr341 (3.0 Å/128.2°), and Arg499 (2.6 Å/141.1°). On the other hand, compound 4 could not achieve relevant anchoring at the enzyme's selectivity pocket. However, the compound's C1 acetyl side chain predicted several polar contacts with the pocket's gatekeeper and vicinal residues; Ser339 (2.8 Å/126.8°) and Tyr341 (2.9 Å/128.1°). Further stability of the compound was driven via its Ring A lactone carbonyl group towards both Met508 (3.0 Å/126.4°) and Ile338 (2.6 Å/155.3°) mainchains. The differentially depicted orientation/conformation between both triterpenoid-based compounds could be reasoned for the different number of the incorporated acetyl sidechain. Having three acetyl sidechains, one being extra on C16 of the triterpenoid ring, compound 3 exhibited relevant steric clashes at the hydrophobic pocket II. This would have forced the compound to anchor further towards the hydrophobic I where the two other acetyl arms being flexed with C1 acetyl sidechain being anchored into the enzyme's selectivity pocket. Contrarily, compound 4 lacked C16 acetyl arm the thing that made the compound to free accommodate the enzyme's second hydrophobic pocket (site-II). The later was suggested to cause the rest of the compound to be partially retracted from an anchoring at pocket-I the thing that was translated into minimal binding at the selectivity side pocket. The more extended polar contacts and favored docking of compound 3 towards the three COX-2 pockets over compound 4 was translated into higher docking binding energy for the earlier ligand (−12.60 kcal mol−1 versus −10.44 kcal mol−1).
Preferential affinity of the investigated compounds towards COX-2 over its constitutional isoform, COX-1, was suggested relying on the compound structures and enzyme's differential pocket architecture. Typically, COX isozymes were reported with more than 60% amino acid sequence similarity mediating comparable mechanisms of arachidonic acid metabolic pathway.58,59 Nonetheless, significant structural difference between the isozymes' pockets based on their respective lining residues have been highlighted to mediate inhibitor specificity.59,60 Presence of the secondary side pocket has been reported to significantly contribute to a larger inhibitor binding cavity (almost 25%) at COX-2 as compared to COX-1.60 The amino acid variation at the secondary pocket-II border (Val509 in COX-2 versus bulkier Ile509 in COX-1) makes this side pocket only accessible for inhibitor binding at COX-2. Moreover, the central channel of the binding pocket shows nearly 17% bigger size at COX-2 in relation to its isozyme (Fig. 7A).61 The later has been correlated to other key residue substitutions, including His499 → Arg and Ile420 → Val in COX-2 at the active site and secondary shell. Further altered orientation/conformation of the COX-2 membrane binding domain terminal α-helix (Helix D) caused significant Arg106 shift mediating larger solvent accessible surface area (SASA) at the active site.62
Owing to the large and extended architecture of our investigated compounds, it is postulated that lower affinity towards COX-1 binding would be depicted. As expected, molecular docking simulation for our compounds at COX-1 pocket was conducted to comparatively assess the compounds' binding affinity across both inflammatory isozymes. No deep anchoring was depicted for both compounds at COX-1 binding site (Fig. 7B). Both docked ligands illustrated high solvent exposure near the pocket entrance lacking relevant contacts with the key binding residues reported crucial for enzyme inhibition. All have been translated into fair docking scores at COX-1 (−5.54 kcal mol−1 and −4.03 kcal mol−1 for compounds 3 and compound 4, respectively) the thing that would confer trivial ligand-target binding affinities and stabilities.
Further docking validation and top-active compound thermodynamic stability evaluation at COX-2 active site were proceeded through explicit molecular dynamics simulations as compared to reference selective COX-2 inhibitors, chromene and celecoxib. The adopted investigation has been considered relevant to provide near-physiological analysis of the compound-COX-2 stability and time-evolution conformation changes at more accurate context than any sophisticated mechanics energy minimization and flexible docking approaches.63 Exploring the root mean-squared deviations (RMSDs) of the protein Cα-atoms showed higher values/fluctuations for the apo-unliganded COX-2 in relation to its ligand-bound states across the time plateau from 50 to 100 ns (Fig. 8A). It has been agreed that low steady RMSDs confer significant conformational stability,64 that is why obtained RMSDs would confer protein's stability upon ligand binding. Notably, all simulated proteins showed typical thermodynamic behavior since RMSDs increased gradually owing to relaxation and removal of all constrains till RMSDs reached an equilibrium and respective convergence for more than half the simulation run redeeming no further simulation time extensions.65,66
Great COX-2 pocket accommodation was highlighted almost for all of the simulated compounds as depicted throughout monitoring the RMSDs of bounded ligands in reference to their respective initial orientation at the protein pocket Cα-atoms (Fig. 8B). Higher pocket accommodation with minimal conformation changes were set for the two control molecules, chromene and celecoxib, followed by compound 3. Contrarily, compound 4 depicted quite conformation/orientation shift as seen with its higher RMSD tones. Differential ligand's pocket accommodations were further highlighted through the overlaid snapshots at the start and end of the simulation runs (Fig. 8C).
Exploring the residue-wise stability of the simulated proteins was further done through estimating the RMS Fluctuation (RMSF) as indicative to the mobility and fluctuating profiles of the constituting amino acids.67 Further RMSF analytical tool allow to pinpoint the residue being impacted by the compound's anchoring.68,69 Difference RMSFs have been reported as better estimations for protein's local flexibility where ΔRMSFs = apo's RMSFs – holo's RMSFs. Adopting a ΔRMSF threshold of 0.30 Å is generally significant for considering residues with higher values (>0.30) to be of limited flexibility.70 Interestingly, all simulated COX-2 enzymes showed typical thermodynamic behaviours since terminal residues were assigned with higher mobility as compared to the protein's core amino acids which has been coherent with reported data and B-factor analysis.71,72 The estimated ΔRMSF for the simulated proteins were mostly entirely of positive values with several residues regions depicting significant stability and rigidity profile (Fig. 8D). Almost the entire catalytic domain (Ile111–Gln569) exhibited positive-value ΔRMSF tones, except for limited regions around Gly150, Leu210, and Ile503 residues. To our interest, the membrane-bound domain residues (Thr56–Leu109) were assigned with the highest stability/immobility characteristics with ΔRMSF values up to 2.70 Å. The latter thermodynamic behavior further highlights the significant stabilizing impact of ligand binding on the global and secondary COX-2 protein structure being extended far from the canonical binding site. On the contrarily, the epidermal growth factor domain (Ala18–Thr55) showed high mobility patterns with ΔRMSFs of negative values. This could be reasoned to the inherited flexibility of this peculiar domain comprising of lower intramolecular hydrogen bonding between just two anti-parallel β-sheet and singular short α-helix.71
Trajectory-driven Molecular Mechanics_Poisson Boltzmann Surface Area (MM_PBSA) binding-free energy calculation was used to estimate the compounds' affinity towards COX-2 pocket. MM_PBSA is generally of comparable accuracy to the Free-Energy Perturbation techniques, yet with much reduced computational costs.73,74 Calculated total binding energies (ΔGTotal) were depicted at high negative-values (better affinity) for compound 3 and celecoxib (−121.75 ± 14.61 kJ mol−1 and −127.74 ± 18.74 kJ mol−1) followed by that of chromene (−114.23 ± 29.04 kJ mol−1), whereas compound 4 was at fair value (−127.74 ± 15.16 kJ mol−1) (Fig. 9A). Preferential affinity patterns for compound 3 were in great translation for the above described RMSDs data and conformational analysis. Dissecting ΔGTotal demonstrated preferential energy contributions for the non-polar van der Waal (ΔGvdW) energies over the polar/electrostatic (ΔGelectrostatic) potentials for both isolated compounds and celecoxib owing to the hydrophobic cage-like triterpenoid skeleton and triple aromatic structure of these respective compounds the thing being complementary to COX-2 non-polar sub-pockets. Contrarily, chromene reference compound showed higher ΔGelectrostatic energy contribution being highly related to its ionizable carboxylic group. Nonetheless, chromene's high-negative electrostatic contribution was further associated with much greater polar solvation penalties (189.89 ± 30.02 kJ mol−1) the thing that might disfavour ligand's anchoring since binding process is a solvent-displacement approach.75 On the other hand, the incorporation of chromene aromatic scaffold could partially compensate for the predicted solvation entropies through mediating high hydrophobic potentials and so the furnished reasonable ΔGTotal.
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Fig. 9 Binding-free energy MM_PBSA calculations for compound-COX-2 complexes. (A) Total free binding energies with their contributing energy terms; (B) residue-directed energy contributions. |
Significant residue-wise energy contributions were highlighted to several non-polar pocket residues including Val102, Val335, Leu338, Tyr371, Phe504, Val509, Ala513, and Leu517. Polar amino acids such as Arg106 and Lys344 were depicted significant for chromene binding whereas Arg499 has been highly associated with that of celecoxib (Fig. 9B). Relying on the depicted MM_PBSA energy contributions, it would be beneficial to introduce polar yet lower ionized functional group at our investigated compounds for prospective lead optimization and development. Such strategy would satisfy the high COX-2's pocket hydrophobic nature while maintaining favoured affinity to key polar amino acids through reduced solvation penalty and suggested improved pharmacokinetics.76 Exemplary for such functionalities could be the carboxylate isosteres including the tetrazole ring.77,78
Footnotes |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d4ra04496g |
‡ Both authors contributed equally to this work and share first authorship. |
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