Open Access Article
Mohammed El Mesky
*a,
Hicham Zgueni
a,
Ismail bouadid
b,
Jarin Tasnim
c,
Yassine Rhazi
d,
Md Mehedi Hasanc,
Mohamed Tanghourte
a,
Adil Qabouche
b,
Mohammed Chalkha
a,
Na'il Saleh
e,
Driss Chebabe
a,
El Houssine Mabrouk
ad and
Mohamed Eddouks
b
aLaboratory of Materials Engineering for the Environment and Natural Resources, Faculty of Sciences and Techniques, Moulay Ismail University of Meknes, B.P 509, Boutalamine, 52000, Errachidia, Morocco. E-mail: m.elmesky@edu.umi.ac.ma
bTeam of Ethnopharmacology and Pharmacognosy, Faculty of Sciences and Techniques Errachidia, Moulay Ismail University of Meknes, Errachidia, Morocco
cDepartment of applied Chemistry and Chemical Engineering, University of Rajshahi, Rajshahi, Bangladesh
dLaboratory of Engineering of Organometallic, Molecular Materials, and Environment (LIMOME), Faculty of Sciences Dhar EL Mahraz, Sidi Mohamed Ben Abdellah University, P.O. Box 1796 (Atlas), Fez 30000, Morocco
eChemistry Department, College of Science, United Arab Emirates University, P.O.Box 15551, Al Ain, United Arab Emirates
First published on 5th May 2026
The development of sustainable synthesis methodologies for multifunctional bioactive molecules represents a critical challenge in green chemistry. Herein, we report the eco-efficient microwave-assisted synthesis of two novel spiro-lactam hydrazone derivatives (FHHA1, FHHA2) using abundant Moroccan Es-sifa natural clay as a separable and bifunctional heterogeneous catalyst. This three-step protocol achieves 86–87% overall yields in only 36 min, compared to 34–38% in 68 h under conventional heating representing an acceleration factor of 113. 1H/13C NMR, IR, and HRMS spectroscopy rigorously confirmed structures. Acute oral toxicity tests demonstrated the safety of both compounds, with a median lethal dose (LD50) between 2000 and 5000 mg kg−1. In Triton WR-1339-induced hyperlipidemic rats, FHHA1 (40 mg kg−1) significantly reduced LDL-c (p < 0.001), while FHHA2 (40 mg kg−1) decreased TC, TG, and LDL-c (p < 0.05, p < 0.05, p < 0.001). Both compounds exhibited complementary antihyperlipidemic effects, with FHHA1 showing superior LDL-c reduction. Furthermore, DPPH assays revealed dose-dependent antioxidant activity with IC50 values of 140.64 µg mL−1 and 181.91 µg mL−1. In addition to in vivo investigations, in silico studies were conducted, integrating molecular docking, molecular dynamics (MD) simulations, and Density Functional Theory (DFT) calculations, alongside comprehensive ADME analyses. This study establishes spiro-lactam hydrazones as a new class of environmentally friendly multifunctional agents, combining antioxidant and metabolic therapeutic potential through a base-free and sustainable catalytic process.
Various synthetic strategies have been developed to access these complex architectures. Metal-mediated approaches include zinc-catalyzed domino reactions,10 as well as copper- and palladium-catalyzed intramolecular cyclizations,11 cycloaddition methodologies encompass [1,3]-dipolar cycloadditions,12 and metal-free hetero-Diels–Alder reactions. Multicomponent strategies such as Passerini and Ugi reactions enable the rapid assembly of spiro-lactam frameworks.1,13 Additionally, condensation-based strategies, including imine formation and Knoevenagel–Michael cascade reactions, constitute efficient and practical approaches for the construction of these scaffolds.14–16 These motifs are of considerable importance in molecular design due to their structural rigidity and broad pharmacological relevance.17,18 However, the development of sustainable and environmentally benign synthetic methodologies remains a significant challenge.19
In this context, the principles of green chemistry encourage energy-efficient and waste-minimizing synthetic protocols. Microwave-assisted organic synthesis (MAOS) has emerged as a powerful technique, significantly reducing reaction times while improving yields and limiting side products.20 In the same line, natural mineral catalysts, particularly clays, are attracting growing interest. Their low cost, abundance and inherently eco-friendly nature make them ideal candidates. These heterogeneous systems offer concrete practical advantages, including easier separation and potential recyclability, thereby eliminating the need for toxic reagents.21 Furthermore, microwave irradiation is characterized by rapid and uniform heating, which improves the efficiency of catalytic processes and significantly reduces synthesis times.22 However, the combination of microwave irradiation and natural Moroccan clay Es-sifa for the synthesis of spiro lactam derivatives remains unexplored, offering a unique opportunity to exploit the specific mineralogical properties of this regional resource for complex chemical transformations.
This study reports the use of natural Moroccan clay Es-sifa as a bifunctional heterogeneous catalyst for the microwave-assisted synthesis of two novel spiro-lactam hydrazone derivatives (FHHA1 and FHHA2). The three-step protocol employs ethanol as a green solvent for the condensation steps, followed by solvent-free alkylation utilizing solely the intrinsic basicity of the raw clay representing a significant advancement over conventional base-mediated methods. Microwave irradiation demonstrated superior eco-efficiency compared to conventional heating. The antihyperlipidemic and antioxidant potential of FHHA1 and FHHA2 was evaluated through in vivo assays and acute toxicity studies. DFT calculations, molecular docking, MD and ADMET analyses provided insight into their binding interactions, structural stability and pharmacokinetic profiles. This work integrates green synthesis, natural resource valorisation and biological investigation, offering a sustainable approach for developing multifunctional bioactive agents.
:
1 hexane/ethyl acetate mixture as the eluent affording the pure product in 96% yield as a light off-white solid.
:
1 hexane/ethyl acetate mixture as eluent, affording the pure products in high yields (94.3% for FHH1 and 94.5% for FHH2).
:
1 hexane/ethyl acetate mixture as the eluent, affording the O-butyl hydrazone derivatives FHHA1-2 in moderate yields (58% for FHHA1 and 62% for FHHA2).
:
1 hexane/ethyl acetate mixture as the eluent, affording the O-butyl hydrazone derivatives FHHA1-2 in excellent yields (95% for FHHA1 and 96% for FHHA2).
Initially, one rat was fasted overnight and administered a starting dose of 1000 mg kg−1, and was observed for 48 hours. Based on the outcome, subsequent doses of 500, 1000, and 2000 mg kg−1 were administered. The animals were observed continuously during the first hours following administration, then hourly for the next 4 hours, and thereafter once daily for 14 days. Clinical signs of toxicity included changes in body weight, tremors, convulsions, excessive salivation, diarrhea, and alterations in mucous membranes, skin, and fur, which could potentially lead to death. Body weight was recorded on days 0, 7, and 14. The median lethal dose (LD50) was subsequently estimated.
Group 1 (normal control): received DMSO at 1% (v/v) orally 30 minutes before intraperitoneal injection of normal saline (pH 7.4). Group 2 (hyperlipidemia control): received 1% (v/v) orally 30 minutes before intraperitoneal injection of Triton WR-1339 (200 mg kg−1). Group 3: received FHHA1 (40 mg kg−1) 30 minutes before Triton WR-1339 injection. Group 4: received FHHA2 (40 mg kg−1) 30 minutes before Triton WR-1339 injection. Group 5 (standard group): received simvastatin (10 mg kg−1) 30 minutes before Triton WR-1339 injection. Twenty-four hours after treatment, the rats were anesthetized, and blood samples were collected from the retro-orbital sinus using heparinized capillaries. The samples were immediately centrifuged at 5000 rpm for 10 minutes, and the resulting serum was used for lipid profile analysis,25 such as TC, TG and HDL-c. LDL-c was calculated using the equation LDL-c = 0.7516
×
(TC – HDL-c) as reported by de Cordova.26
Antioxidant activity of RSAE was estimated according to the following equation:
| (I%) = [Acontrol − Asample/Acontrol] × 100 |
The result was expressed by mean (of three separated measures) ± SEM.
For the evaluation of the electronic properties by DFT, the B3LYP exchange–correlation functional combined with the 6-31G(d,p) basis set was used to due to its reliable balance between computational efficiency and accuracy.40 Integrating DFT-derived electronic descriptors with docking results, the drug-like properties of ligands can be explained with further validation. This combined approach strengthens predictions regarding binding stability, interaction specificity, and the overall reliability of in silico drug discovery strategies.
In the study, DFT calculations were carried out using Gaussian software.41,42 Initial energy minimization was performed using Gabedit.43 All computational calculations were carried out with B3LYP/6-31G(d,p) level of theory.44 Geometry optimization was performed to obtain the most stable molecular conformation, followed by evaluation of frontier molecular orbitals (HOMO–LUMO), the corresponding energy gap, molecular electrostatic potential (ESP) surface, and additional electronic characterization parameters.45
The global reactivity parameters were derived from the calculated HOMO and LUMO energies according to the following relations:
| A = −ELUMO |
| I = −EHOMO |
| ΔE = ELUMO − EHOMO |
| µ = −(I + A)/2 |
| η = (I − A)/2 |
| S = 1/η |
| ω = χ2/2η |
| χ = (I + A)/2 |
The synthetic route was initiated using fluorescein (FF) in lactone form. The hydrazide derivative (FH) was synthesized using two comparative approaches, a conventional method,53 and a microwave-assisted method using the natural support as a catalyst. This intermediate was then condensed with nitrobenzaldehyde derivatives to form the hydrazone derivatives FHH1–2, using both a conventional method,54 and a microwave-assisted route using our locally prepared clay catalyst to yield the hydrazone derivatives FHH1–2 subsequently, the critical O-alkylation step was performed using bromobutane. While conventional conditions require triethylamine (Et3N) as a hazardous organic base, the microwave-assisted reaction proceeds efficiently in a base-free environment, driven solely by the intrinsic basicity of the Es-sifa clay. This leads to the formation of two novel functionalized molecules, FHHA1 and FHHA2 (Scheme 1). Comparative studies clearly show that the synergy between microwave irradiation and natural catalysis significantly improves the efficiency of all synthesis steps.
The hydrazone moiety is responsible for the distinctive signals seen in the 1H NMR spectra of the synthesized compounds FHH1 and FHH2. Specifically, a highly unshielded environment is indicated by the azomethine proton (N
CH), which shows up as a signal at about 9 ppm. According to the literature, which generally favors the syn-periplanar (sp) conformer because of its lower steric hindrance, this high value indicates the predominance of this conformer (Fig. 1).55
For example, the 1H NMR spectrum of compound FHHA2, recorded in DMSO-d6, shows a triplet at 0.87 ppm corresponding to the six protons of the two methyl groups (C–CH3), as well as a broad signal at 1.38 ppm attributed to the four protons of the two methylene groups (–CH2–CH3). Another signal at 1.63 ppm is related to the four protons of the two methylene groups O–CH2–CH2. In addition, a triplet at 3.95 ppm corresponds to the six protons of the two methylene groups Ar–O–CH2– attached to the aromatic ring. The presence of the hydrazone (CH
N) function is confirmed by a singlet at around 9.32 ppm, while the signals between 6.5 and 8 ppm correspond to the aromatic protons.
In the 13C NMR spectrum of the same compound, a signal at 14.15 ppm is attributed to the two carbons of the methyl groups (–CH3) in the aliphatic chain. Another signal at 19.21 ppm corresponds to the methylene carbons (–CH2–) linked to the terminal methyl groups. A peak characteristic of the (O–CH2–) groups is observed at 68.12 ppm, while the spiro carbon, specific to fluorescein hydrazone, appears at 65.76 ppm.
The IR spectroscopy shows an intense band at 1702 cm−1 (ν C
O lactam/ester), 2989–2872 cm−1 (νCH2, νCH3), and 1301–1014 cm−1 (νC–O–C, νC–N). Bands at 3089–3020 cm−1 and 873–684 cm−1 confirm aromatic C–H stretching and bending vibrations.
HRMS confirmed the expected molecular mass, with the detection of the pseudomolecular ion [M + H]+ at m/z 592.23609, thus validating the structure of compound FHHA2 as well as that of the other derivative.
The experimental results (Table 1 and 2) confirm these advantages, showing significantly higher yields (86.0% and 87.1%) compared to the conventional method (34.1% and 37.9%), along with a drastic reduction in reaction time (from 68 h to 36 min). These improvements are also reflected in the higher values of reaction efficiency and overall yield efficiency, confirming the superiority of the microwave-assisted approach in terms of efficiency and process sustainability.
| Compound | Step | Microwave method | Conventional method | ||||
|---|---|---|---|---|---|---|---|
| Time (min) | Yields (%) | YE | Time (min) | Yields (%) | YE | ||
| FH | 1 | 9 | 96 | 10.7 | 1440 | 76 | 0.05 |
| FHH1 | 2 | 12 | 94.3 | 7.9 | 1440 | 77.3 | 0.05 |
| FHH2 | 2 | 12 | 94.5 | 7.9 | 1440 | 80.5 | 0.06 |
| FHHA1 | 3 | 15 | 95 | 6.3 | 1200 | 58 | 0.05 |
| FHHA2 | 3 | 15 | 96 | 6.4 | 1200 | 62 | 0.05 |
| Compound | Microwave method | Conventional method | Mp (°C) | ||||
|---|---|---|---|---|---|---|---|
| Time (min) | Global yields (%) | YEG | Time (min) | Yields (%) | YEG | ||
| FHHA1 | 36 | 86.0 | 2.4 | 4080 | 34.1 | 0.008 | 129–131 |
| FHHA2 | 36 | 87.1 | 2.4 | 4080 | 37.9 | 0.009 | 122–124 |
The efficiency parameter (YE) and YEG was calculated using the following equation, as previously reported in the literature.60
| Global Yields(%) = Yields(steep1) × Yields(steep2) × Yields(steep3) |
| global Time(min) = Time(steep1) + Time(steep2) + Time(steep3) |
The toxicological evaluation of FHHA1 and FHHA2 revealed a DL > 1000 mg kg−1, confirming the innocuity of these spiro-lactam hydrazones. The biocompatibility of the structural motif is validated by the absence of any signs of toxicity.
Treatment of hyperlipidemic rats with the compound FHHA1 at a dose of 40 mg kg−1 resulted in a significant decrease in plasma LDL-c levels (p < 0.001) compared to the hyperlipidemic control group. While administration of FHHA2 at the same dose (40 mg kg−1) induced a significant reduction in plasma levels of TC, TG, and LDL-c (p < 0.05, p < 0.05, p < 0.001, respectively), simvastatin also resulted in a significant decrease in plasma levels of TC, TG, and LDL-c (p < 0.01, p < 0.05, p < 0.01, respectively) (Fig. 3).
FHHA2 (40 mg kg−1) significantly reduced TC, TG, and LDL-c levels, while FHHA1 selectively lowered LDL-c without affecting other parameters. This structure-activity relationship may arise from the nitro (NO2) group in FHHA2, which enhances electron conjugation with the hydrazone moiety and optimizes interactions with nuclear receptors regulating lipid metabolism; in contrast, FHHA1's substitution limits its action to LDL-c catabolism.
Furthermore, the observed antihyperlipidemic activity may be partially associated with the antioxidant properties of the compounds, as oxidative stress plays a key role in lipid metabolism disorders.61,62 Therefore, the antioxidant activity of FHHA1 and FHHA2 was also investigated.
![]() | ||
| Fig. 5 Percentage of inhibition of DPPH as a function of the concentrations of BHT: butylhydroxytoluene. | ||
The antioxidant activity of FHHA1 and FHHA2 was found to be lower than that of the reference compound BHT. This can be attributed to the absence of free phenolic hydroxyl groups in their structures, which are essential for efficient hydrogen atom donation via hydrogen atom transfer (HAT) or single electron transfer (SET) mechanisms.63,64 In contrast, BHT is a well-known phenolic antioxidant with high radical scavenging efficiency due to its ability to donate hydrogen atoms and form stable phenoxyl radicals.65 Furthermore, the bulky and rigid structure of the synthesized compounds may introduce steric hindrance, limiting their interaction with free radicals and reducing their scavenging efficiency.66 Despite this, FHHA1 exhibited moderate antioxidant activity, suggesting that structural modification could further enhance its performance.
Detailed analysis of the protein-ligand interactions revealed that the para-nitro substitution in FHHA2 enables a significantly more diversified interaction network compared to the meta-nitro in FHHA1, directly explaining their differential pharmacological profiles. While FHHA1 forms predominantly hydrophobic interactions with Ile536, Ile762, Val522, Val530 and Ala768, The recurrent association of the ILE536 and ILE762 indicate a conserved and steady accommodation in the hydrophobic core of the binding cavity.71 Furthermore, CYS527 interaction can also play a role in weak polar stabilization, which is dependent on the geometry of the ligand. FHHA2 establishes additional polar contacts with Tyr517 and Gln814 through hydrogen bonds and π-based interactions (Fig. 6). The conformational orientation of the pocket in the presence of PRO535 can also be affected. These supplementary polar interactions, geometrically enabled by the nitro group of para-position, likely account for the comprehensive lipid-lowering activity of FHHA2 (TC↓, TG↓, LDL-c↓) compared to the selective LDL-c reduction by FHHA1. The meta-position in FHHA1 constrains the nitro group orientation, limiting its ability to engage these critical polar residues and restricting its activity to LDL-c modulation.
In contrast, simvastatin engages conventional hydrogen bonds with Tyr517 and Ile536 plus hydrophobic interactions with Tyr533, Val538 and Pro813. The limited diversity of simvastatin interactions correlates with its established pharmacological profile, whereas the enhanced interaction networks of synthetic spiro-lactam derivatives particularly FHHA2 explain their superior experimental efficacy.
These findings were consistent with the experimental work as the stronger binding affinity and larger interaction network of FHHA2 indicates a more stable accommodation in the active site, which makes it superior to the pharmacological activity of FHHA1. Capacity of forming hydrophobic and polar interactions must increase its inhibitory potential, and the relative simplicity of the interaction pattern of FHHA1 may serve as a reason behind its comparative low biological activity.71 Altogether, the outcome of the docking shows that the meta vs. para position of nitro group affects the degree of antihyperlipidemic action.
The HOMO energy of FHHA1 was −5.762 eV and the LUMO energy was −2.202 eV, which gave 3.560 eV as the energy gap (DE). Likewise, FHHA2 gave EHOMO = −5.893 eV and ELUMO = −2.448 eV, with a slightly lower DE of 3.445 eV. Simvastatin, on the contrary, exhibited an energy gap that was much larger (5.322 eV; EHOMO = −5.681 eV; ELUMO = −0.359 eV). Indicating enhanced electronic flexibility. The reduced DE values of synthetic spiro-lactam derivatives represent increased electronic reactivity and charge transfer ability over simvastatin, which has a larger energy gap, representing higher kinetic stability, but lower re-configurability during molecular recognition.73 Critically, examination of the HOMO electron density distribution (Fig. 7–9) revealed that the meta-nitro position in FHHA1 preserves higher electron density on the azomethine imine (CH
N) compared to the para-nitro in FHHA2. This higher electron density facilitates proton transfer to the DPPH radical, explaining its superior antioxidant potency observed experimentally.
The ionization potential (IP) values are as follows: FHHA2 (5.893 eV) > FHHA1 (5.762 eV) > simvastatin (5.681 eV), implicating similar donating tendencies of the compounds on electrons (Table 3). Nonetheless, electron affinity (EA) values are quite different where FHHA2 (2.448 eV) and FHHA1 (2.202 eV) are quite higher than that of simvastatin (0.359 eV). It shows that spiro-lactam derivatives have greater electron acceptance ability specially FHHA2 which can be useful in increasing the electrostatic stabilization of the enzyme active site.
| Parameters | FHHA1 | FHHA2 | Simvastatin |
|---|---|---|---|
| E_HOMO (eV) | −5.762 | −5.893 | −5.681 |
| E_LUMO (eV) | −2.202 | −2.448 | −0.359 |
| ΔE (energy gap, eV) | 3.560 | 3.445 | 5.322 |
| IP (ionization potential, eV) | 5.762 | 5.893 | 5.681 |
| EA (electron affinity, eV) | 2.202 | 2.448 | 0.359 |
| µ (chemical potential, eV) | −3.982 | −4.171 | −3.020 |
| η (hardness, eV) | 1.780 | 1.723 | 2.661 |
| S (softness, eV−1) | 0.281 | 0.290 | 0.188 |
| ω (electrophilicity index, eV) | 4.450 | 5.050 | 1.710 |
| χ (electronegativity, eV) | 3.982 | 4.171 | 3.020 |
The observation can be further supported by the chemical hardness (e) and softness (S). The hardest (2.661 eV) and the softest (0.188 eV−1) simvastatin molecules have the highest and the lowest hardness and softness respectively, and this implies that its electronic structure is relatively rigid. FHHA2 (e = 1.723 eV; S = 0.290 eV−1) and FHHA1 (e = 1.780 eV; S = 0.281 eV−1) on the other hand exhibit greater softness, which is an indication of improved polarizability and flexibility in the biological surroundings.74 The fact that FHHA2 (4.171 eV) and FHHA1 (3.982 eV) have higher values of electronegativity than simvastatin (3.020 eV) is another indication that they have better electron-attracting powers.
Conversely, the para-nitro in FHHA2 enables extended π-conjugation, delocalizing electron density away from the azomethine and stabilizing the hydrazone tautomer. While this conjugation optimizes electrophilicity for enzyme binding (consistent with FHHA2's superior docking score and antihyperlipidemic activity), it simultaneously reduces hydrogen-donating ability, directly accounting for the higher IC50 observed experimentally.
The electrophilicity index (ω) follows the order: FHHA2 (5.05 eV) > FHHA1 (4.45 eV) >> simvastatin (1.71 eV). This reveals the fundamental electronic trade-off: higher electrophilicity favors enzyme inhibition (FHHA2's broad antihyperlipidemic activity), while moderated electrophilicity preserves radical scavenging capacity (FHHA1's superior antioxidant activity).
The results of DFT are consistent with the experimental data, which suggests that the reduced energy difference, increased electrophilicity and increased softness of spiro-lactam derivatives increase the electronic flexibility and the potential of the interactions. FHHA2 had the lowest energy gap and highest electrophilicity, indicating higher potential of charge transfer and stabilization in the enzymatic binding site. These electronic characteristics assist the docking results and assist in the explanation of the superior pharmacological activity found in FHHA2 favors antihyperlipidemic activity.
The NCI surfaces and RDG scatter plots (Fig. 11d–f), which illustrate weak non-covalent interactions in the molecular structures. In FHHA1 (Fig. 11a and d), isosurfaces of green color are concentrated over aromatic and heteroatomic regions, which means that there is a van der Waals interaction to stabilize the hydrophobic enzyme pockets, whereas red and blue surfaces are not well represented, which reflects the presence of minor steric repulsions and attractive forces, respectively.75 FHHA2 (Fig. 11b and e) has larger and continuous green surfaces with stronger van der Waals stabilization and higher intramolecular flexibility with RDG plots showing pronounced spikes at the negative λ2ρ region.
![]() | ||
| Fig. 11 NCI surface of (a) FHHA1 (b) FHHA2 (c) simvastatin. RDG scatter plot of (d) FHHA1 (e) FHHA2 (f) simvastatin. | ||
However, the converse is observed with simvastatin (Fig. 11c and f) as the density is near-zero and the negative λ2ρ spikes are smaller, indicating weaker repulsive dispersive interactions and weak steric repulsion, which restrict the conformational flexibility.76 In general, FHHA2 has the best balance between the appealing and repulsive interactions, which is in line with the lower hardness, higher softness, and greater electrophilicity of the material based on DFT measures. This quantum-level interaction profile is not only consistent with its high docking affinity (−8.5 kcal mol−1), but also consistent with experimental measurements, which indicate its superior stabilization in biological systems and increased activity in lipid-lowering action, although FHHA1 local interactions are consistent with its specialized antioxidant activity.
The combined computational results provide a unified mechanistic framework that quantitatively explains the experimentally observed SAR trade-off (Table 4). The para-nitro substitution in FHHA2 optimizes docking affinity (−8.5 kcal mol−1), electrophilicity (ω = 5.05 eV), and polar interactions (Tyr517, Gln814), correlating with its broadest antihyperlipidemic activity (TC↓, TG↓, LDL-c↓). Conversely, the meta-nitro in FHHA1 preserves localized HOMO electron density on CH
N and moderated electrophilicity (ω = 4.45 eV), explaining its superior antioxidant activity (IC50 = 140.64 µg mL−1) and selective LDL-c reduction.
| Compound | NO2 position | Docking score (kcal mol−1) | ω (eV) | Experimental antihyperlipidemic | Experimental antioxidant IC50 (µg mL−1) |
|---|---|---|---|---|---|
| FHHA1 | meta | −8.1 | 4.45 | Selective LDL-c↓ | 140.64 (most active) |
| FHHA2 | para | −8.5 | 5.05 | TC↓, TG↓, LDL-c↓ (broadest) | 181.91 |
| Simvastatin | — | −7.7 | 1.71 | Reference standard | N/A |
This computational-experimental correlation validates the nitro group positional isomerism as the critical molecular determinant of the dual pharmacological profile. FHHA2 emerges as the lead candidate for antihyperlipidemic drug development due to its optimal electronic properties and superior enzyme binding, directly matching its experimentally demonstrated broad-spectrum lipid reduction. FHHA1 represents a specialized antioxidant scaffold with preserved hydrogen-donating capacity, consistent with its lower IC50 in radical scavenging assays.
To assess the structural stability of the complexes in general, the root mean square deviation (RMSD) analysis of the backbone atoms (Fig. 12a) was conducted. Upon an initial equilibration step, the HMG-CoA reductase-FHHA2 complex stabilized at an average of about 2.0–2.8 Å with a fairly small range of variations during the 100 ns simulation. Comparatively, the FHHA1 complex had some marginally more fluctuations of as much as 3.0–3.5Å whereas the simvastatin complex had the most extreme deviations of up to 4.0 Å at a few points. The lower and more consistent values of RMSD of FHHA2 suggest a greater conformational stability in the enzyme catalytic pocket. This is in line with the docking outcome, as FHHA2 had the best binding affinity (−8.5 kcal mol−1), and numerous polar and hydrophobic interactions with important residues including Tyr517, Gln814, and Ile536. The para-nitro replacement in the FHHA2 structure facilitates positive electronic delocalization and geometric orientation of the ligand, which enables it to be firmly stabilized in the active site in dynamic movement.
![]() | ||
| Fig. 12 (a) RMSD, (b) RMSF, (c) RG and (d) SASA of FHHA1, FHHA2, Simvastin and HMG-CoA reductase complex. | ||
RMSF analysis was conducted in order to further explore the flexibility of residue levels (Fig. 12b). The residues of the FHHA2 complex had comparatively low fluctuations in most of them as compared to FHHA1 and simvastatin, which showed that the backbone was not very mobile when bound to a ligand. The biggest dynamics were in the N- and C-terminal regions, which are generally more free as they are exposed to the solvent. Notably, the residues which were found around the catalytic region exhibited lesser changes of the FHHA2 complex which indicates that the FHHA2 binds to the binding pocket better. The enhanced stabilization is probably due to the extra polar interactions that are enhanced by the para-nitro substituted aromatic system of FHHA2 that enhances intermolecular contacts and restrains the excessive movement of residues.
The radius of gyration (Rg) parameter was used to determine the compactness of the protein structure during the simulation (Fig. 12c). The FHHA2 complex could retain a relatively constant value of Rg of about 2627 Å over the simulation period after the initial equilibration phase which implies that the compact protein conformation was retained. FHHA1 complex maintained a little higher changes in Rg but the simvastatin complex had relatively larger changes, which indicated more rearrangements in its conformational changes. The enhanced compactness seen in the FHHA2 complex indicates greater structural stabilization in the protein matrix, which is in line with the increased interaction network in the protein in docking analysis.
To determine the level of protein surface exposure to solvent molecules, solvent accessible surface area (SASA) analysis (Fig. 12d) was carried out. The FHHA2 complex had medium SASA values having relatively smooth changes throughout the entire trajectory, indicating stable folding and constant solvent accessibility. Conversely, the FHHA1 and simvastatin complexes had a little more significant changes in SASA, meaning that there were more structural changes that occurred in the course of the simulation. The balanced SASA profile of FHHA2 suggests the accommodation in the hydrophobic binding cavity of HMG-CoA reductase and preserving the preferred solvent interactions.
The simulation was also used to monitor hydrogen bonding between the ligand and protein to determine the persistence of polar contacts (Fig. 13a). The FHHA2 complex always retained around 13 hydrogen bonds during the trajectory with intermittent highs of four interactions. These hydrogen bonds have been found to be comparatively stable throughout the simulation, which means that FHHA2 was stabilized in the catalytic pocket. This finding is consistent with the docking analysis in which FHHA2 hydrogen bonded with residues including Tyr517 and Gln814 as well as hydrophobically interacting with Ile536 and Ile762. The para-nitro group of FHHA2 presents the appropriate oxygen atoms with the right number of electrons that can serve as acceptors in hydrogen bonds and enable stable polar interaction that helps stabilize the complexes.
![]() | ||
| Fig. 13 (a) Hydrogen bonding profile (b) density profile of FHHA1, FHHA2, Simvastin and HMG-CoA reductase complex. | ||
Conversely, the FHHA1 complex had lower numbers of hydrogen bonds, which typically varied between 0 and 2 interactions throughout the simulation. The reduced hydrogen bonding frequency indicates a relatively weak stabilization in the binding pocket. This disparity could be explained by the meta-nitro replacement in FHHA1 that limits the optimal spatial orientation to hydrogen bond with active-site residues. As a result, FHHA1 is more stabilized by hydrophobic interactions, and this is the reason why its RMSD and RMSF swings are larger.
The simvastatin complex exhibited more hydrogen bonds, which were usually varying between 2 and 5 associations. Most of these interactions though were not persistent, but temporary meaning that the trajectory underwent many rearrangements. This oscillatory action justifies the greater RMSD fluctuations of the simvastatin complex even though there were many hydrogen bonds.
To assess the thermodynamic stability of the solvated simulation systems, the density fluctuation analysis (Fig. 13b) was conducted. The density profile of the FHHA2 complex was stable with a centred value of around 1022 kg m−3 with minimal variation, which showed that the system was in equilibrium and in good balance during the simulation. The simvastatin system exhibited the same density values with a little broader variation, whereas the FHHA1 system exhibited slightly lower density values (∼1017 1018 kg m−1). Though all systems were within the acceptable density ranges to perform a stable simulation, the FHHA2 system showed the most consistent system density profile indicating greater efficiency in packing and stability of the system.
The molecular dynamics (MD) simulations findings support the results of the docking and density functional theory (DFT), where FHHA2 is the most stable ligand out of the compounds studied. FHHA2 had significantly lower RMSD, less residue variation in RMSF analysis, and greater structural compactness in terms of radius of gyration (Rg) values. In addition, its balanced solvent-accessible surface area (SASA), maintained density profile, and maintained hydrogen bonding interaction reveals high levels of conformational stability during the simulation.
These dynamic characteristics are in line with its positive electronic characteristics based on DFT computations, such as lower energy gap, higher electrophilicity, and higher molecular softness, which enables successful charge–transfer reactions with catalytic residues. Having a para-nitro substituent in FHHA2 also leads to the creation of a larger and more stable interaction network in the active site, especially with key residues including Tyr517 and Gln814, thus increasing electrostatic and hydrogen bonding interactions.
As a result, FHHA2 shows a better ligand retention and binding stability than FHHA1 and simvastatin. Altogether, the combined computational studies confirm that FHHA2 is the most stable and persistent complex with HMG-CoA reductase, which supports the idea that it is a promising antihyperlipidemic lead candidate among the synthesized spiro-lactam derivatives.
Drug-likeness evaluation reveals that FHHA1 and FHHA2 share identical physicochemical profiles, with molecular weight (563.60 g mol−1) and i
log
P (4.62) indicating strong lipophilicity and favorable membrane permeability. This high lipophilicity correlates with their demonstrated biological activity at 40 mg kg−1, as it facilitates intestinal absorption and cellular uptake necessary for enzyme inhibition and radical scavenging.77 Although their aqueous solubility (log
S = −7.67) is lower than simvastatin (log
S = −3.56), this characteristic is commonly observed in lipophilic antihyperlipidemic agents and does not preclude oral bioavailability, as evidenced by their in vivo efficacy after oral administration (Tables 5–7).
| Post-docking analysis | |||
|---|---|---|---|
| Compound | Name of analysis | Properties | Values |
| FHHA1 | ADME analysis | Mass (g mol−1) | 563.60 |
iLog p |
4.62 | ||
| H donor | 0 | ||
| H acceptor | 7 | ||
| Water solubility (mg ml−1) | 1.21 × 10−5 | ||
| Rotational bonds | 9 | ||
| TPSA (Å2) | 106.18 | ||
| Molar refractivity | 165.17 | ||
Log S |
−7.67 | ||
| FHHA1 | Toxicity profiling | Toxicity class | 4 |
| LD50 (mg Kg−1) | 1000 | ||
| Carcinogenicity | Active | ||
| Mutagenicity | Inactive | ||
| Cytotoxicity | Inactive | ||
| Hepatotoxicity | Inactive | ||
| Thyroid hormone receptor beta (THRβ) | Inactive | ||
| Estrogen receptor alpha (ER) | Inactive | ||
| Neurotoxicity | Inactive | ||
| Cardiotoxicity | Inactive | ||
| Post-docking analysis | |||
|---|---|---|---|
| Compound | Name of analysis | Properties | Values |
| Simvastatin | ADME analysis | Mass (g mol−1) | 418.57 |
i log p |
3.74 | ||
| H donor | 1 | ||
| H acceptor | 5 | ||
| Water solubility (mg ml−1) | 5.01 × 10−3 | ||
| Rotational bonds | 72 | ||
| TPSA (Å2) | 72.83 | ||
| Molar refractivity | 118.47 | ||
Log S |
−3.56 | ||
| Simvastatin | Toxicity profiling | Toxicity class | 4 |
| LD50 (mg Kg−1) | 1000 | ||
| Carcinogenicity | Active | ||
| Mutagenicity | Inactive | ||
| Cytotoxicity | Inactive | ||
| Hepatotoxicity | Inactive | ||
| Thyroid hormone receptor beta (THRβ) | Inactive | ||
| Estrogen receptor alpha (ER) | Inactive | ||
| Neurotoxicity | Inactive | ||
| Cardiotoxicity | Inactive | ||
| Post-docking analysis | |||
|---|---|---|---|
| Compound | Name of analysis | Properties | Values |
| FHHA2 | ADME analysis | Mass (g mol−1) | 563.60 |
i log p |
4.62 | ||
| H donor | 0 | ||
| H acceptor | 7 | ||
| Water solubility (mg ml−1) | 1.21 × 10−5 | ||
| Rotational bonds | 9 | ||
| TPSA (Å2) | 106.18 | ||
| Molar refractivity | 165.17 | ||
Log S |
−7.67 | ||
| FHHA2 | Toxicity profiling | Toxicity class | 4 |
| LD50 (mg Kg−1) | 1000 | ||
| Carcinogenicity | Active | ||
| Mutagenicity | Inactive | ||
| Cytotoxicity | Inactive | ||
| Hepatotoxicity | Inactive | ||
| Thyroid hormone receptor beta (THRβ) | Inactive | ||
| Estrogen receptor alpha (ER) | Inactive | ||
| Neurotoxicity | Inactive | ||
| Cardiotoxicity | Inactive | ||
The predicted pharmacokinetic and toxicity profiles support the experimental observations regarding the safety and biological activity of the synthesized compounds. The absence of major toxicity alerts for spiro-lactam derivatives and the LD50 value of 1000 mg kg−1 is consistent with their favorable tolerability observed in the biological evaluation. These findings further suggest that the spiro-lactam scaffold may represent a promising and safer alternative to the reference drug.
Collectively, docking, DFT, MEP and ADME-Tox results provide a consistent mechanistic picture of the observed activity trends. Although simvastatin has proven efficacy and positive pharmacokinetic characteristics, comparison of its energy gap and hardness indicates reduced electronic adaptability. Conversely, FHHA2 has high binding affinity, improved electronic softness, increased electrophilicity, and desirable electrostatic distribution, exhibiting a balanced stability and reactivity profile.
Hence, FHHA2 is the most promising lead compound of those evaluated. Its high docking affinity, optimum frontier molecular orbital properties and suitable reactivity descriptors indicate enhanced ability to stabilize interactions in the enzymatic binding pocket. These results should be supported by molecular dynamics simulation and extended experimental biological assessment to prove its therapeutic potential in antihyperlipidemic drug development.
| This journal is © The Royal Society of Chemistry 2026 |