Integrated Experimental and Computational Investigation of Salicylaldehyde-Derived Imine/Amine Derivatives as Antioxidant and Cytotoxic Agents
Abstract
1. Introduction
2. Materials and Methods
2.1. General Information
2.2. Synthesis
2.2.1. Synthesis of Imines I1–I6
2.2.2. Synthesis of Secondary Amines A1–A6
2.3. Antioxidant Activity
2.3.1. ABTS Assay
2.3.2. DPPH Assay
2.3.3. FRAP Assay
2.3.4. Phenanthroline Assay
2.3.5. CUPRAC Assay
2.3.6. Statistical Analysis
2.4. Cytotoxicity Evaluation
2.4.1. Cell Lines and Culture Conditions
2.4.2. Cell Seeding and Attachment
2.4.3. Treatment with Test Molecules
2.4.4. Cell Viability Assay (MTT)
2.4.5. Assessment of Potential Assay Interference by Test Compounds
2.5. DFT Calculations
2.6. Docking Studies
2.7. Molecular Dynamics Simulations
3. Results and Discussion
3.1. Synthesis
3.2. In Vitro Antioxidant Activity Evaluation
3.3. Computational Evaluation of the Antioxidant Properties
3.3.1. Structural Analysis
3.3.2. Reactivity Descriptors
3.3.3. Evaluation of the Antioxidant Mechanisms
3.4. Cytotoxicity Evaluation
3.5. Docking Studies
3.6. Molecular Dynamics Simulations
3.6.1. EGFR
3.6.2. Tubulin
3.6.3. Topoisomerase IIβ
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Jomova, K.; Raptova, R.; Alomar, S.Y.; Alwasel, S.H.; Nepovimova, E.; Kuca, K.; Valko, M. Reactive oxygen species, toxicity, oxidative stress, and antioxidants: Chronic diseases and aging. Arch. Toxicol. 2023, 97, 2499–2574. [Google Scholar] [CrossRef] [Scilit]
- Chaudhary, P.; Janmeda, P.; Docea, A.O.; Yeskaliyeva, B.; Abdull Razis, A.F.; Modu, B.; Calina, D.; Sharifi-Rad, J. Oxidative stress, free radicals and antioxidants: Potential crosstalk in the pathophysiology of human diseases. Front. Chem. 2023, 11, 1158198. [Google Scholar] [CrossRef] [Scilit]
- Tumilaar, S.G.; Hardianto, A.; Dohi, H.; Kurnia, D. A comprehensive review of free radicals, oxidative stress, and antioxidants: Overview, clinical applications, global perspectives, future directions, and mechanisms of antioxidant activity of flavonoid compounds. J. Chem. 2024, 2024, 5594386. [Google Scholar] [CrossRef] [Scilit]
- Jena, A.B.; Samal, R.R.; Bhol, N.K.; Duttaroy, A.K. Cellular Red-Ox system in health and disease: The latest update. Biomed. Pharmacother. 2023, 162, 114606. [Google Scholar] [CrossRef] [Scilit]
- Chandimali, N.; Bak, S.G.; Park, E.H.; Lim, H.-J.; Won, Y.-S.; Kim, E.-K.; Park, S.-I.; Lee, S.J. Free radicals and their impact on health and antioxidant defenses: A review. Cell Death Discov. 2025, 11, 19. [Google Scholar] [CrossRef] [Scilit]
- Kitouni, S.; Chafai, N.; Chafaa, S.; Houas, N.; Ghedjati, S.; Djenane, M. Antioxidant activity of new synthesized imine and its corresponding α-aminophosphonic acid: Experimental and theoretical evaluation. J. Mol. Struct. 2023, 1281, 135083. [Google Scholar] [CrossRef] [Scilit]
- Kashtiban, A.E.; Okpala, C.O.R.; Karimidastjerd, A.; Zahedinia, S. Recent advances in nano-related natural antioxidants, their extraction methods and applications in the food industry. Explor. Foods Foodomics 2024, 2, 125–154. [Google Scholar] [CrossRef] [Scilit]
- Alasmari, S.M.N.; Alam, A.; Rahman, F.U.; Elhenawy, A.A.; Ali, A.; Ahmad, M.; Khan, M. Exploring the Versatility of Azine Derivatives: A Comprehensive Review on Synthesis and Biological Applications. Mini-Rev. Med. Chem. 2025, 25, 425–439. [Google Scholar] [CrossRef] [Scilit]
- Barras, B.J.; Ling, T.; Rivas, F. Recent advances in chemistry and antioxidant/anticancer biology of monoterpene and meroterpenoid natural product. Molecules 2024, 29, 279. [Google Scholar] [CrossRef] [Scilit]
- Bsharat, I.; Abdalla, L.; Sawafta, A.; Abu-Reidah, I.M.; Al-Nuri, M.A. Synthesis, characterization, antibacterial and anticancer activities of some heterocyclic imine compounds. J. Mol. Struct. 2023, 1289, 135789. [Google Scholar] [CrossRef] [Scilit]
- Abdellatif, K.R.; Abdelgawad, M.A.; Elshemy, H.A.H.; Kahk, N.M.; El Amir, D.M. Design, synthesis, antioxidant and anticancer activity of new coumarin derivatives linked with thiazole, isoxazole or pyrazole moiety. Lett. Drug Des. Discov. 2017, 14, 773–781. [Google Scholar] [CrossRef] [Scilit]
- Al Zoubi, W.; Al-Hamdani, A.A.S.; Kaseem, M. Synthesis and antioxidant activities of Schiff bases and their complexes: A review. Appl. Organomet. Chem. 2016, 30, 810–817. [Google Scholar] [CrossRef] [Scilit]
- Ceyhan, S.M.; Zengin, İ.N.; Bingul, M.; Sahin, H.; Boga, M.; Saglam, M.F.; Kandemir, H.; Sengul, I.F. Indolyl imine compounds as multi-target agents; synthesis, antidiabetic, anticholinesterase, antioxidant activities and molecular modeling. J. Mol. Struct. 2024, 1309, 138159. [Google Scholar] [CrossRef] [Scilit]
- Medved’ko, A.V.; Vasil’ev, A.A.; Kiskin, M.A.; Syroeshkin, M.A.; Balycheva, V.A.; Melnichuk, N.A.; Nazarov, A.A.; Vatsadze, S.Z. Cycloruthenated thiophene-imines: Novel anticancer agents. J. Organomet. Chem. 2025, 1038, 123726. [Google Scholar] [CrossRef] [Scilit]
- Khoshbakht, A.; Shiran, J.A.; Miran, M.; Sepehri, S. Synthesis and evaluation of in vitro antioxidant, anticancer, and antibacterial properties of new benzylideneiminophenylthiazole analogues. BMC Chem. 2024, 18, 173. [Google Scholar] [CrossRef] [Scilit]
- Derabli, C.; Rahim, N.; Djaba, R.; Aouidi, S.; Bensouici, C.; Hesse, S.; Boulebd, H. Synthesis and Biological Evaluation of Salicylaldehyde-Derived Secondary Amines: Antioxidant, Anti-Inflammatory, and Insecticidal Activities with DFT Insights. Organics 2025, 6, 11. [Google Scholar] [CrossRef] [Scilit]
- Re, R.; Pellegrini, N.; Proteggente, A.; Pannala, A.; Yang, M.; Rice-Evans, C. Antioxidant activity applying an improved ABTS radical cation decolorization assay. Free Radic. Biol. Med. 1999, 26, 1231–1237. [Google Scholar] [CrossRef] [Scilit]
- Blois, M.S. Antioxidant determinations by the use of a stable free radical. Nature 1958, 181, 1199–1200. [Google Scholar] [CrossRef] [Scilit]
- Oyaizu, M. Studies on Products of Browning Reaction. Antioxidative Activities of Products of Browning Reaction Prepared from Glucosamine. Jpn. J. Nutr. Diet. 1986, 44, 307–315. [Google Scholar] [CrossRef] [Scilit]
- Szydłowska-Czerniak, A.; Dianoczki, C.; Recseg, K.; Karlovits, G.; Szłyk, E. Determination of antioxidant capacities of vegetable oils by ferric-ion spectrophotometric methods. Talanta 2008, 76, 899–905. [Google Scholar] [CrossRef] [Scilit]
- Apak, R.; Güçlü, K.; Özyürek, M.; Karademir, S.E. Novel total antioxidant capacity index for dietary polyphenols and vitamins C and E, using their cupric ion reducing capability in the presence of neocuproine: CUPRAC method. J. Agric. Food Chem. 2004, 52, 7970–7981. [Google Scholar] [CrossRef] [Scilit]
- Kim, B.-C.; Kim, S.Y.; Kwon, Y.-D.; Choe, S.C.; Han, D.-W.; Hwang, Y.-S. Mycoplasma detection and elimination are necessary for the application of stem cell from human dental apical papilla to tissue engineering and regenerative medicine. Biomater. Res. 2015, 19, 6. [Google Scholar] [CrossRef] [Scilit]
- Bruggisser, R.; von Daeniken, K.; Jundt, G.; Schaffner, W.; Tullberg-Reinert, H. Interference of plant extracts, phytoestrogens and antioxidants with the MTT tetrazolium assay. Planta Medica 2002, 68, 445–448. [Google Scholar] [CrossRef] [Scilit]
- Frisch, M.J.; Trucks, G.W.; Schlegel, H.B.; Scuseria, G.E.; Robb, M.A.; Cheeseman, J.R.; Scalmani, G.; Barone, V.; Mennucci, B.; Petersson, G.A.; et al. Gaussian 09; Gaussian, Inc.: Wallingford, CT, USA, 2009. [Google Scholar]
- Zhao, Y.; Truhlar, D.G. The M06 suite of density functionals for main group thermochemistry, thermochemical kinetics, noncovalent interactions, excited states, and transition elements: Two new functionals and systematic testing of four M06-class functionals and 12 other functionals. Theor. Chem. Acc. 2008, 120, 215–241. [Google Scholar] [CrossRef] [Scilit]
- Galano, A.; Alvarez-Idaboy, J.R. Kinetics of radical-molecule reactions in aqueous solution: A benchmark study of the performance of density functional methods. J. Comput. Chem. 2014, 35, 2019–2026. [Google Scholar] [CrossRef] [Scilit]
- Zhao, Y.; Truhlar, D.G. How Well Can New-Generation Density Functionals Describe the Energetics of Bond-Dissociation Reactions Producing Radicals? J. Phys. Chem. A 2008, 112, 1095–1099. [Google Scholar] [CrossRef] [Scilit]
- Marenich, A.V.; Cramer, C.J.; Truhlar, D.G. Universal Solvation Model Based on Solute Electron Density and on a Continuum Model of the Solvent Defined by the Bulk Dielectric Constant and Atomic Surface Tensions. J. Phys. Chem. B 2009, 113, 6378–6396. [Google Scholar] [CrossRef] [Scilit]
- Lu, T.; Chen, F. Multiwfn: A multifunctional wavefunction analyzer. J. Comput. Chem. 2012, 33, 580–592. [Google Scholar] [CrossRef] [Scilit]
- Humphrey, W.; Dalke, A.; Schulten, K. VMD: Visual molecular dynamics. J. Mol. Graph. 1996, 14, 33–38. [Google Scholar] [CrossRef] [Scilit]
- D. E. Shaw Research. Schrödinger Release 2022-1: Desmond Molecular Dynamics System; Maestro-Desmond InteroperabilityTools; Schrödinger: New York, NY, USA, 2021. [Google Scholar]
- Schrödinger Release 2026-3: Protein Preparation Workflow; Schrödinger: New York, NY, USA, 2025.
- Schrödinger Release 2021-4: LigPrep; Maestro-Desmond Interoperability Tools; Schrödinger: New York, NY, USA, 2021.
- Abraham, M.J.; Murtola, T.; Schulz, R.; Páll, S.; Smith, J.C.; Hess, B.; Lindahl, E. GROMACS: High performance molecular simulations through multi-level parallelism from laptops to supercomputers. SoftwareX 2015, 1–2, 19–25. [Google Scholar] [CrossRef] [Scilit]
- Sousa da Silva, A.W.; Vranken, W.F. ACPYPE—AnteChamber PYthon Parser interfacE. BMC Res. Notes 2012, 5, 367. [Google Scholar] [CrossRef] [Scilit]
- Bernardi, A.; Faller, R.; Reith, D.; Kirschner, K.N. ACPYPE update for nonuniform 1–4 scale factors: Conversion of the GLYCAM06 force field from AMBER to GROMACS. SoftwareX 2019, 10, 100241. [Google Scholar] [CrossRef] [Scilit]
- Hess, B.; Bekker, H.; Berendsen, H.J.C.; Fraaije, J.G.E.M. LINCS: A linear constraint solver for molecular simulations. J. Comput. Chem. 1997, 18, 1463–1472. [Google Scholar]
- Hornak, V.; Abel, R.; Okur, A.; Strockbine, B.; Roitberg, A.; Simmerling, C. Comparison of multiple Amber force fields and development of improved protein backbone parameters. Proteins Struct. Funct. Bioinform. 2006, 65, 712–725. [Google Scholar] [CrossRef] [Scilit]
- Ivani, I.; Dans, P.D.; Noy, A.; Pérez, A.; Faustino, I.; Hospital, A.; Walther, J.; Andrio, P.; Goñi, R.; Balaceanu, A.; et al. Parmbsc1: A refined force field for DNA simulations. Nat. Methods 2016, 13, 55–58. [Google Scholar] [CrossRef] [Scilit]
- Rodríguez-Martínez, A.; Nelen, J.; Carmena-Bargueño, M.; Martínez-Cortés, C.; Luque, I.; Pérez-Sánchez, H. Enhancing MD simulations: ASGARD’s automated analysis for GROMACS. J. Biomol. Struct. Dyn. 2025, 43, 10465–10477. [Google Scholar] [CrossRef] [Scilit]
- Kumari, R.; Kumar, R.; Lynn, A. g_mmpbsa—A GROMACS Tool for High-Throughput MM-PBSA Calculations. J. Chem. Inf. Model. 2014, 54, 1951–1962. [Google Scholar] [CrossRef] [Scilit]
- El-Sonbati, A.Z.; Diab, M.A.; Morgan, S.M.; Abbas, S.Y.; Mohamed, G.G. Synthesis, theoretical study, molecular docking and biological activity of nano tridentate (E)-2-((3-hydoxyphenyl)methyl)phenol metal complexes. Inorg. Chem. Commun. 2022, 137, 109193. [Google Scholar] [CrossRef] [Scilit]
- Nalakathu Kolanadiyil, S.; Minami, M.; Endo, T. Implementation of meta-Positioning in Tetrafunctional Benzoxazines: Synthesis, Properties, and Differences in the Polymerized Structure. Macromolecules 2020, 53, 6866–6886. [Google Scholar] [CrossRef] [Scilit]
- Kolanadiyil, S.N.; Minami, M.; Endo, T. Synthesis and Thermal Properties of Difunctional Benzoxazines with Attached Oxazine Ring at the Para-, Meta-, and Ortho-Position. Macromolecules 2017, 50, 3476–3488. [Google Scholar] [CrossRef] [Scilit]
- Dineshkumar, S.; Muthusamy, A. Synthesis and Spectral Characterization of Cross Linked Rigid Structured Schiff Base Polymers: Effect of Substituent Position Changes on Optical, Electrical, and Thermal Properties. Polym.-Plast. Technol. Eng. 2016, 55, 368–378. [Google Scholar] [CrossRef] [Scilit]
- Obradović, R.; Joksimović, N.; Janković, N.; Kosanić, M.; Matić, J.; Milović, E.; Bogdanović, G.A.; Petronijević, J. Discovery of Schiff bases as potent antibacterial and antifungal agents. New J. Chem. 2024, 48, 17492–17499. [Google Scholar] [CrossRef] [Scilit]
- Rafique, B.; Kalsoom, S.; Sajini, A.A.; Ismail, H.; Iqbal, M. Synthesis, Characterization, Biological Evaluation and DNA Interaction Studies of 4-Aminophenol Derivatives: Theoretical and Experimental Approach. Molecules 2022, 27, 1352. [Google Scholar] [CrossRef] [Scilit]
- Bader, R.F.W. Atoms in Molecules: A Quantum Theory; Oxford University Press: Oxford, UK, 1990. [Google Scholar]
- Biela, M.; Rimarčík, J.; Senajová, E.; Kleinová, A.; Klein, E. Antioxidant action of deprotonated flavonoids: Thermodynamics of sequential proton-loss electron-transfer. Phytochemistry 2020, 180, 112528. [Google Scholar] [CrossRef] [Scilit]
- Boulebd, H. Hydroperoxyl Radical Scavenging Activity of Bromophenols from Marine Red Alga Polysiphonia urceolata: Mechanistic Insights, Kinetic Analysis, and Influence of Physiological Media. Molecules 2025, 30, 1697. [Google Scholar] [CrossRef] [Scilit]
- Galano, A.; Pérez-González, A.; Castañeda-Arriaga, R.; Muñoz-Rugeles, L.; Mendoza-Sarmiento, G.; Romero-Silva, A.; Ibarra-Escutia, A.; Rebollar-Zepeda, A.M.; León-Carmona, J.R.; Hernández-Olivares, M.A.; et al. Empirically Fitted Parameters for Calculating pKa Values with Small Deviations from Experiments Using a Simple Computational Strategy. J. Chem. Inf. Model. 2016, 56, 1714–1724. [Google Scholar] [CrossRef] [Scilit]
- Boulebd, H. A comprehensive DFT-based study of the antioxidant properties of monolignols: Mechanism, kinetics, and influence of physiological environments. Int. J. Biol. Macromol. 2025, 284, 138044. [Google Scholar] [CrossRef] [Scilit]
- Boulebd, H. Mechanistic Insights into the Antioxidant and Pro-oxidant Activities of Bromophenols from Marine Algae: A DFT Investigation. J. Org. Chem. 2024, 89, 8168–8177. [Google Scholar] [CrossRef] [Scilit]
- Pollak, E.; Pechukas, P. Symmetry numbers, not statistical factors, should be used in absolute rate theory and in Broensted relations. J. Am. Chem. Soc. 1978, 100, 2984–2991. [Google Scholar] [CrossRef] [Scilit]
- Fernández-Ramos, A.; Ellingson, B.A.; Meana-Pañeda, R.; Marques, J.M.C.; Truhlar, D.G. Symmetry numbers and chemical reaction rates. Theor. Chem. Acc. 2007, 118, 813–826. [Google Scholar] [CrossRef] [Scilit]
- Eckart, C. The penetration of a potential barrier by electrons. Phys. Rev. 1930, 35, 1303–1309. [Google Scholar] [CrossRef] [Scilit]
- Boulebd, H. Radical scavenging behavior of butylated hydroxytoluene against oxygenated free radicals in physiological environments: Insights from DFT calculations. Int. J. Chem. Kinet. 2022, 54, 50–57. [Google Scholar] [CrossRef] [Scilit]
- Alberto, M.E.; Russo, N.; Grand, A.; Galano, A. A physicochemical examination of the free radical scavenging activity of Trolox: Mechanism, kinetics and influence of the environment. Phys. Chem. Chem. Phys. 2013, 15, 4642–4650. [Google Scholar] [CrossRef] [Scilit]
- Ganot, N.; Meker, S.; Reytman, L.; Tzubery, A.; Tshuva, E.Y. Anticancer metal complexes: Synthesis and cytotoxicity evaluation by the MTT assay. J. Vis. Exp. 2013, e50767. [Google Scholar] [CrossRef] [Scilit]
- Arunachalam, K.; Sreeja, P.S. MTT Assay Protocol. In Advanced Cell and Molecular Techniques: Protocols for In Vitro and In Vivo Studies; Springer: New York, NY, USA, 2025; pp. 271–276. [Google Scholar]
- Cailleau, R.; Young, R.; Olivé, M.; Reeves, W.J., Jr. Breast Tumor Cell Lines From Pleural Effusions. J. Natl. Cancer Inst. 1974, 53, 661–674. [Google Scholar] [CrossRef] [Scilit]
- Varela-Rouco, N.; Estévez-Gómez, N.; Fernández-Santiago, C.; Tomás, L.; Pérez, M.; García-Souto, D.; Pasantes, J.J.; Piñeiro, R.; Alves, J.M.; Posada, D. Intraline genomic heterogeneity of the triple-negative breast cancer MDA-MB-231-luc-GFP cell line. Comput. Struct. Biotechnol. J. 2025, 27, 2871–2880. [Google Scholar] [CrossRef] [Scilit]
- Welsh, J. Chapter 35—Modeling Breast Cancer in Animals—Considerations for Prevention and Treatment Studies. In Animal Models for the Study of Human Disease, 2nd ed.; Conn, P.M., Ed.; Academic Press: Cambridge, MA, USA, 2017; pp. 925–948. [Google Scholar]
- Ghaffar, U.; Khan, F.; Hussain, J.; Mali, S.N.; Khan, A.; Chaudhari, S.Y.; Jawarkar, R.D.; Alanazi, A.K.; Islam, W.U.; Ismail, M.A.; et al. In-vitro and in-silico study to assess anti breast cancer potential of N-tosyl-indole based hydrazones. Sci. Rep. 2025, 15, 35733. [Google Scholar] [CrossRef] [Scilit]
- Güngör, T.; Atalay, H.N.; Yilmaz, Y.B.; Tümer, T.; Ay, M. Synthesis of new imine-/amine-bearing imidazo[1,2-a]pyrimidine derivatives and screening of their cytotoxic activity. Turk. J. Chem. 2023, 47, 1064–1074. [Google Scholar] [CrossRef] [Scilit]
- Nawareg, N.A.; Yassen, A.S.A.; Husseiny, E.M.; El-Sayed, M.A.A.; Elshihawy, H.A. Exploring 1,2,3-triazole-Schiff’s base hybrids as innovative EGFR inhibitors for the treatment of breast cancer: In vitro and in silico study. Bioorganic Chem. 2025, 155, 108106. [Google Scholar] [CrossRef] [Scilit]
- Mohamed, M.S.; Ibrahim, N.A.; Gouda, A.M.; Badr, M.; El-Sherief, H.A.M. Design, synthesis and molecular docking of 1,2,4-triazole schiff base hybrids as tubulin, EGFR inhibitors and apoptosis-inducers. J. Mol. Struct. 2023, 1286, 135621. [Google Scholar] [CrossRef] [Scilit]
- Acharya, S.; Maji, M.; Ruturaj; Purkait, K.; Gupta, A.; Mukherjee, A. Synthesis, Structure, Stability, and Inhibition of Tubulin Polymerization by RuII–p-Cymene Complexes of Trimethoxyaniline-Based Schiff Bases. Inorg. Chem. 2019, 58, 9213–9224. [Google Scholar] [CrossRef] [Scilit]
- Abd El-Lateef, H.M.; Toson, E.E.M.; Abu Almaaty, A.H.; Saleem, R.M.; Maghrabi, A.H.A.; El-Sayed, E.H.; Zaki, I.; Youssef, M.M. Synthesis, Characterization and Biological Evaluation of New Enamide Fluorinated-Schiff Base Derivatives as Potential Cytotoxic and Apoptosis-Inducing Agents. ChemistrySelect 2023, 8, e202303070. [Google Scholar] [CrossRef] [Scilit]
- Break, M.K.B.; Ansari, S.A.; Katamesh, A.A.; Albadari, N.; Alshammari, M.D.; Alkahtani, H.M. Synthesis, in vitro and in silico studies of a novel chrysin-ferrocene Schiff base with potent anticancer activity via G1 arrest, caspase-dependent apoptosis and inhibition of topoisomerase II. J. Enzym. Inhib. Med. Chem. 2025, 40, 2501377. [Google Scholar] [CrossRef] [Scilit]















| Comp. | CP Type | ρ(r) (a.u.) | ∇2ρ(r) (a.u.) | G(r) (a.u.) | V(r) (a.u.) | H(r) (a.u.) | Ellipticity |
|---|---|---|---|---|---|---|---|
| A1 | RCP | 0.01053 | 0.05202 | 0.01084 | −0.00867 | 0.00217 | −1.472 |
| BCP | 0.01126 | 0.04386 | 0.0096 | −0.00824 | 0.00136 | 0.43 | |
| A2 | RCP | 0.01044 | 0.05153 | 0.01072 | −0.00857 | 0.00216 | −1.504 |
| BCP | 0.01104 | 0.04348 | 0.00949 | −0.0081 | 0.00139 | 0.489 | |
| A3 | RCP | 0.01037 | 0.05137 | 0.01069 | −0.00854 | 0.00215 | −1.456 |
| BCP | 0.01117 | 0.04335 | 0.00948 | −0.00813 | 0.00135 | 0.389 | |
| A4 | RCP | 0.01081 | 0.05563 | 0.01149 | −0.00907 | 0.00242 | −1.39 |
| BCP | 0.01217 | 0.04782 | 0.01037 | −0.00879 | 0.00158 | 0.313 | |
| A5 | RCP | 0.01041 | 0.05143 | 0.01071 | −0.00856 | 0.00215 | −1.471 |
| BCP | 0.0112 | 0.0435 | 0.00951 | −0.00816 | 0.00136 | 0.404 | |
| A6 | RCP | 0.01039 | 0.05124 | 0.01066 | −0.00851 | 0.00215 | −1.512 |
| BCP | 0.01098 | 0.04331 | 0.00944 | −0.00805 | 0.00139 | 0.49 | |
| I1 | RCP | 0.01758 | 0.11137 | 0.02298 | −0.01812 | 0.00486 | −1.265 |
| BCP | 0.04411 | 0.11666 | 0.03508 | −0.04099 | −0.00591 | 0.036 | |
| I2 | RCP | 0.0177 | 0.11228 | 0.02318 | −0.01829 | 0.00489 | −1.265 |
| BCP | 0.04502 | 0.11685 | 0.03563 | −0.04205 | −0.00642 | 0.035 | |
| I3 | RCP | 0.0176 | 0.11147 | 0.023 | −0.01814 | 0.00486 | −1.264 |
| BCP | 0.04437 | 0.11604 | 0.0351 | −0.04119 | −0.00609 | 0.035 | |
| I4 | RCP | 0.01754 | 0.11106 | 0.02291 | −0.01805 | 0.00485 | −1.264 |
| BCP | 0.04388 | 0.11615 | 0.03485 | −0.04067 | −0.00581 | 0.035 | |
| I5 | RCP | 0.01779 | 0.11307 | 0.02335 | −0.01843 | 0.00492 | −1.261 |
| BCP | 0.04579 | 0.11701 | 0.03612 | −0.04298 | −0.00686 | 0.034 | |
| I6 | RCP | 0.01761 | 0.11163 | 0.02303 | −0.01816 | 0.00488 | −1.263 |
| BCP | 0.04439 | 0.11661 | 0.03523 | −0.04131 | −0.00608 | 0.035 |
| Comp. | HOMO (eV) | LUMO (eV) | Gap (eV) | I (eV) | A (eV) | η (eV) | μ (eV) | χ (eV) | σ (eV−1) | ω (eV) | ξ |
|---|---|---|---|---|---|---|---|---|---|---|---|
| A1 | −6.48 | −0.32 | 6.16 | 6.48 | 0.32 | 3.08 | −3.40 | 3.40 | 0.32 | 1.87 | 0.53 |
| A2 | −6.72 | −0.36 | 6.36 | 6.72 | 0.36 | 3.18 | −3.54 | 3.54 | 0.31 | 1.98 | 0.51 |
| A3 | −6.59 | −0.46 | 6.13 | 6.59 | 0.46 | 3.07 | −3.53 | 3.53 | 0.33 | 2.03 | 0.49 |
| A4 | −6.85 | −0.50 | 6.35 | 6.85 | 0.50 | 3.18 | −3.67 | 3.67 | 0.31 | 2.13 | 0.47 |
| A5 | −6.59 | −0.45 | 6.15 | 6.59 | 0.45 | 3.07 | −3.52 | 3.52 | 0.33 | 2.02 | 0.50 |
| A6 | −6.84 | −0.48 | 6.36 | 6.84 | 0.48 | 3.18 | −3.66 | 3.66 | 0.31 | 2.11 | 0.47 |
| I1 | −7.26 | −1.04 | 6.22 | 7.26 | 1.04 | 3.11 | −4.15 | 4.15 | 0.32 | 2.77 | 0.36 |
| I2 | −7.50 | −1.18 | 6.33 | 7.50 | 1.18 | 3.16 | −4.34 | 4.34 | 0.32 | 2.98 | 0.34 |
| I3 | −7.37 | −1.29 | 6.08 | 7.37 | 1.29 | 3.04 | −4.33 | 4.33 | 0.33 | 3.08 | 0.32 |
| I4 | −7.58 | −1.42 | 6.17 | 7.58 | 1.42 | 3.08 | −4.50 | 4.50 | 0.32 | 3.28 | 0.30 |
| I5 | −7.36 | −1.29 | 6.07 | 7.36 | 1.29 | 3.04 | −4.33 | 4.33 | 0.33 | 3.08 | 0.32 |
| I6 | −7.59 | −1.40 | 6.19 | 7.59 | 1.40 | 3.10 | −4.50 | 4.50 | 0.32 | 3.27 | 0.31 |
| Target | Ligand | Binding Energy in kcal/mol |
|---|---|---|
| EGFR (1M17) | 4-anilinoquinazoline | −7.42 |
| I5 | −7.72 | |
| Tubulin (1SA0) | Colchicine | −14.45 |
| I5 | −8.54 | |
| Topo IIβ (3QX3) | Etoposide | −8.91 |
| I5 | −7.16 |
| Residue | Lennard-Jones (kcal/mol) | Coulomb (kcal/mol) | Total (kcal/mol) | Last Step (kcal/mol) |
|---|---|---|---|---|
| ALA719 | −2.5 ± 0.5 | −0.4 ± 0.4 | −3.0 ± 0.5 | −2.9 |
| ARG817 | −1.6 ± 0.8 | −0.5 ± 0.6 | −2.1 ± 1.1 | −2.9 |
| ASN818 | −0.6 ± 0.2 | −0.4 ± 0.2 | −0.9 ± 0.4 | −1.5 |
| ASP776 | −1.1 ± 0.6 | −0.6 ± 0.5 | −1.7 ± 1.0 | −1.1 |
| ASP831 | −1.3 ± 0.6 | −0.9 ± 0.6 | −2.2 ± 0.6 | −1.7 |
| CYS773 | −4.0 ± 1.1 | −2.8 ± 1.7 | −6.8 ± 2.4 | −9.1 |
| GLN767 | −0.4 ± 0.4 | −1.9 ± 0.6 | −2.3 ± 0.5 | −2.4 |
| GLU738 | −0.1 ± 0.1 | −0.2 ± 0.1 | −0.3 ± 0.2 | −0.2 |
| GLY695 | −1.2 ± 0.6 | −0.3 ± 0.6 | −1.6 ± 1.0 | −2.7 |
| GLY772 | −2.1 ± 0.6 | −1.4 ± 0.7 | −3.6 ± 0.9 | −3.5 |
| ILE720 | −1.7 ± 0.4 | −0.0 ± 0.2 | −1.8 ± 0.5 | −1.5 |
| ILE765 | −0.9 ± 0.3 | 0.2 ± 0.3 | −0.7 ± 0.4 | −1.1 |
| LEU694 | −5.0 ± 0.8 | −0.8 ± 0.5 | −5.7 ± 1.0 | −5.7 |
| LEU764 | −0.8 ± 0.8 | −0.6 ± 0.5 | −1.4 ± 0.8 | −2.4 |
| LEU768 | −2.0 ± 0.6 | −0.1 ± 0.2 | −2.1 ± 0.7 | −1.4 |
| LEU775 | −0.3 ± 0.3 | 0.0 ± 0.0 | −0.3 ± 0.3 | −0.1 |
| LEU820 | −3.8 ± 0.6 | −0.1 ± 0.1 | −3.9 ± 0.6 | −4.4 |
| LYS721 | −3.0 ± 0.5 | 0.7 ± 0.3 | −2.3 ± 0.6 | −2.4 |
| MET742 | −0.9 ± 0.4 | −0.0 ± 0.1 | −1.0 ± 0.4 | −1.2 |
| MET769 | −2.3 ± 0.7 | −0.9 ± 0.8 | −3.2 ± 1.3 | −2.4 |
| PHE699 | −1.1 ± 0.6 | −0.1 ± 0.3 | −1.1 ± 0.7 | −2.3 |
| PHE771 | −0.5 ± 0.4 | −0.1 ± 0.2 | −0.6 ± 0.5 | −0.5 |
| PRO770 | −0.3 ± 0.3 | −0.0 ± 0.2 | −0.3 ± 0.4 | −0.1 |
| SER696 | −0.5 ± 0.4 | −0.1 ± 0.2 | −0.6 ± 0.5 | −1.2 |
| THR766 | −2.6 ± 0.7 | −1.2 ± 0.7 | −3.8 ± 0.9 | −4.8 |
| THR830 | −2.1 ± 0.4 | −0.2 ± 0.1 | −2.4 ± 0.5 | −2.2 |
| VAL702 | −3.1 ± 0.6 | 0.0 ± 0.1 | −3.1 ± 0.6 | −4.6 |
| Total | −46.2 ± 14.2 | −12.7 ± 10.9 | −58.9 ± 19.4 | −66.5 |
| Residue | Lennard-Jones (kcal/mol) | Coulomb (kcal/mol) | Total (kcal/mol) | Last Step (kcal/mol) |
|---|---|---|---|---|
| ALA719 | −2.1 ± 0.6 | −0.2 ± 0.8 | −2.3 ± 0.8 | −1.2 |
| ASP831 | −1.5 ± 1.2 | −0.8 ± 2.7 | −2.3 ± 3.0 | −16.6 |
| CYS751 | −0.3 ± 0.3 | −0.0 ± 0.1 | −0.3 ± 0.3 | −0.5 |
| GLN767 | −0.4 ± 0.3 | −0.4 ± 0.5 | −0.8 ± 0.7 | −0.0 |
| GLY772 | −0.4 ± 0.3 | 0.1 ± 0.3 | −0.3 ± 0.4 | −0.0 |
| ILE720 | −1.3 ± 0.3 | 0.5 ± 0.4 | −0.9 ± 0.5 | −1.9 |
| ILE765 | −0.9 ± 0.3 | −0.2 ± 0.3 | −1.2 ± 0.6 | −0.4 |
| LEU694 | −1.2 ± 0.6 | 0.0 ± 0.2 | −1.2 ± 0.7 | −0.1 |
| LEU753 | −0.8 ± 0.7 | 0.1 ± 0.1 | −0.7 ± 0.6 | −1.7 |
| LEU764 | −0.9 ± 1.2 | −4.9 ± 2.8 | −5.8 ± 2.1 | −2.9 |
| LEU768 | −1.0 ± 0.7 | −0.1 ± 0.4 | −1.0 ± 0.9 | −0.0 |
| LEU820 | −1.6 ± 1.1 | −0.1 ± 0.1 | −1.7 ± 1.2 | −0.0 |
| LYS721 | −4.1 ± 0.7 | 0.4 ± 0.6 | −3.7 ± 1.0 | −3.3 |
| MET742 | −1.4 ± 0.5 | −0.2 ± 0.2 | −1.6 ± 0.6 | −0.3 |
| MET769 | −1.0 ± 0.9 | −0.6 ± 1.4 | −1.7 ± 1.8 | −0.0 |
| PHE699 | −0.2 ± 0.4 | −0.0 ± 0.1 | −0.2 ± 0.5 | −0.1 |
| PHE832 | −0.9 ± 1.1 | −0.1 ± 0.2 | −1.0 ± 1.2 | −3.3 |
| THR766 | −2.7 ± 0.8 | −1.9 ± 1.8 | −4.6 ± 1.8 | −2.9 |
| THR830 | −1.3 ± 0.5 | 0.0 ± 0.2 | −1.3 ± 0.6 | −1.4 |
| VAL702 | −1.8 ± 0.6 | 0.0 ± 0.1 | −1.8 ± 0.7 | −1.7 |
| Total | −25.7 ± 13.3 | −8.5 ± 13.3 | −34.1 ± 20.1 | −38.4 |
| Residue | Lennard-Jones (kcal/mol) | Coulomb (kcal/mol) | Total (kcal/mol) | Last Step (kcal/mol) |
|---|---|---|---|---|
| ALA180B | −2.0 ± 0.7 | −1.8 ± 0.5 | −3.8 ± 0.7 | −3.6 |
| ALA316B | −2.2 ± 0.7 | −0.3 ± 0.3 | −2.4 ± 0.7 | −2.5 |
| ALA317B | −1.5 ± 0.5 | −0.5 ± 0.3 | −2.0 ± 0.6 | −2.2 |
| ALA354B | −1.3 ± 0.4 | −0.1 ± 0.1 | −1.4 ± 0.4 | −1.3 |
| ASN258D | −4.9 ± 0.8 | 1.1 ± 0.6 | −3.8 ± 1.0 | −4.4 |
| ASN349B | −0.8 ± 0.5 | −0.4 ± 0.7 | −1.2 ± 0.9 | −0.4 |
| ASN350B | −0.7 ± 0.2 | −0.3 ± 0.4 | −1.0 ± 0.5 | −1.5 |
| ASP251D | −0.3 ± 0.2 | −0.4 ± 0.3 | −0.7 ± 0.5 | −0.2 |
| CYS241B | −1.3 ± 0.7 | −1.1 ± 1.1 | −2.4 ± 1.6 | −1.3 |
| GLN247B | −0.4 ± 0.5 | −0.3 ± 1.1 | −0.7 ± 1.4 | −8.0 |
| ILE378B | −0.8 ± 0.3 | 0.0 ± 0.0 | −0.8 ± 0.3 | −0.8 |
| LEU242D | −0.5 ± 0.4 | 0.1 ± 0.1 | −0.4 ± 0.3 | −0.1 |
| LEU248D | −5.1 ± 0.9 | −0.3 ± 0.3 | −5.4 ± 1.0 | −7.0 |
| LEU255B | −5.6 ± 0.8 | −0.1 ± 0.2 | −5.8 ± 0.8 | −5.1 |
| LYS254B | −2.9 ± 0.6 | 1.2 ± 0.6 | −1.8 ± 0.7 | −2.1 |
| LYS352D | −7.4 ± 1.1 | −3.2 ± 1.8 | −10.6 ± 2.1 | −9.4 |
| MET259B | −1.7 ± 0.5 | −0.4 ± 0.3 | −2.1 ± 0.6 | −3.2 |
| MET325B | −0.3 ± 0.3 | −0.0 ± 0.1 | −0.3 ± 0.3 | −0.0 |
| SER178C | −0.5 ± 0.3 | 0.1 ± 0.8 | −0.4 ± 0.9 | −1.2 |
| THR179B | −1.0 ± 0.3 | 0.2 ± 0.4 | −0.8 ± 0.5 | −0.7 |
| THR314B | −1.0 ± 0.3 | 0.5 ± 0.3 | −0.5 ± 0.5 | 0.4 |
| THR353B | −1.3 ± 0.4 | 0.5 ± 0.3 | −0.7 ± 0.3 | −0.5 |
| VAL181C | −1.9 ± 0.7 | −2.2 ± 1.0 | −4.1 ± 1.2 | −2.7 |
| VAL182C | −0.2 ± 0.1 | −0.1 ± 0.1 | −0.3 ± 0.1 | −0.2 |
| VAL238B | −0.8 ± 0.6 | −0.1 ± 0.3 | −1.0 ± 0.7 | −2.1 |
| VAL315B | −0.9 ± 0.3 | −0.5 ± 0.4 | −1.4 ± 0.5 | −1.0 |
| VAL318B | −1.3 ± 0.4 | −0.0 ± 0.1 | −1.3 ± 0.4 | −2.0 |
| VAL351B | −1.0 ± 0.3 | 0.1 ± 0.2 | −0.9 ± 0.4 | −0.5 |
| Total | −49.6 ± 13.5 | −8.2 ± 12.5 | −57.8 ± 19.9 | −63.7 |
| Residue | Lennard-Jones (kcal/mol) | Coulomb (kcal/mol) | Total (kcal/mol) | Last Step (kcal/mol) |
|---|---|---|---|---|
| ALA180B | −0.8 ± 0.4 | −0.1 ± 0.3 | −0.8 ± 0.5 | −0.3 |
| ALA250B | −2.2 ± 0.7 | −0.1 ± 0.3 | −2.3 ± 0.8 | −2.1 |
| ALA316B | −1.2 ± 0.4 | 0.3 ± 0.3 | −0.9 ± 0.5 | −1.0 |
| ALA317B | −0.2 ± 1.1 | −6.1 ± 1.8 | −6.3 ± 1.3 | −8.0 |
| ALA354B | −2.0 ± 0.4 | 0.3 ± 0.3 | −1.6 ± 0.5 | −2.5 |
| ASN249D | −0.5 ± 0.4 | −0.2 ± 0.5 | −0.7 ± 0.7 | −0.1 |
| ASN258D | −1.1 ± 0.5 | 0.1 ± 0.5 | −1.1 ± 0.7 | −2.4 |
| ASP251D | −2.0 ± 0.7 | −0.8 ± 0.5 | −2.8 ± 1.1 | −2.3 |
| CYS241B | −1.8 ± 0.6 | −0.2 ± 0.2 | −2.0 ± 0.6 | −2.2 |
| ILE378B | −0.9 ± 0.5 | 0.0 ± 0.0 | −0.9 ± 0.5 | −0.4 |
| LEU248D | −1.2 ± 1.0 | −0.3 ± 0.7 | −1.5 ± 1.3 | −0.0 |
| LEU252D | −1.2 ± 0.5 | −0.1 ± 0.1 | −1.3 ± 0.6 | −0.5 |
| LEU255B | −4.3 ± 0.7 | −0.0 ± 0.2 | −4.3 ± 0.7 | −4.3 |
| LYS254B | −3.3 ± 1.0 | −0.6 ± 1.1 | −3.8 ± 1.5 | −3.4 |
| LYS352D | −3.6 ± 1.1 | −0.8 ± 1.1 | −4.4 ± 1.7 | −3.7 |
| SER178C | −0.6 ± 1.1 | −3.7 ± 4.1 | −4.3 ± 3.6 | −1.2 |
| THR179B | −0.7 ± 0.4 | −0.3 ± 1.0 | −1.0 ± 1.0 | −1.5 |
| THR353B | −1.6 ± 0.4 | 0.8 ± 0.6 | −0.8 ± 0.7 | −0.1 |
| THR376B | −0.1 ± 0.1 | −0.1 ± 0.1 | −0.3 ± 0.1 | −0.1 |
| VAL238B | −0.5 ± 0.3 | 0.2 ± 0.2 | −0.3 ± 0.2 | −0.1 |
| VAL318B | −1.6 ± 0.4 | −0.6 ± 0.2 | −2.1 ± 0.5 | −1.7 |
| Total | −31.5 ± 12.7 | −12.1 ± 14.0 | −43.6 ± 19.3 | −37.9 |
| Residue | Lennard-Jones (kcal/mol) | Coulomb (kcal/mol) | Total (kcal/mol) | Last Step (kcal/mol) |
| ARG503B | −1.5 ± 0.9 | 0.1 ± 0.7 | −1.4 ± 1.5 | −0.5 |
| ARG820A | −0.2 ± 0.3 | −0.1 ± 0.4 | −0.3 ± 0.6 | −1.4 |
| ARG820B | −2.6 ± 1.1 | −0.1 ± 1.7 | −2.7 ± 1.9 | −2.7 |
| GLN778B | −2.8 ± 0.9 | −0.4 ± 0.7 | −3.2 ± 1.0 | −3.2 |
| GLY504B | −0.9 ± 1.2 | −0.0 ± 0.5 | −0.9 ± 1.4 | −0.2 |
| ILE784B | −0.6 ± 0.6 | −0.0 ± 0.1 | −0.6 ± 0.6 | −0.4 |
| ILE822B | −0.8 ± 0.6 | 0.0 ± 0.0 | −0.7 ± 0.6 | −1.4 |
| LYS505B | −1.1 ± 1.5 | 0.2 ± 0.4 | −1.0 ± 1.3 | −0.0 |
| MET781B | −4.0 ± 1.3 | −0.8 ± 1.1 | −4.8 ± 1.7 | −5.5 |
| MET782B | −5.6 ± 1.1 | −0.4 ± 0.7 | −6.0 ± 1.2 | −4.7 |
| PRO819B | −0.2 ± 0.3 | −0.1 ± 0.2 | −0.3 ± 0.4 | −0.1 |
| TYR821B | −0.8 ± 0.5 | −0.4 ± 0.4 | −1.2 ± 0.7 | −1.8 |
| VAL785B | −0.8 ± 0.5 | −0.0 ± 0.1 | −0.8 ± 0.6 | −1.5 |
| Total | −22.0 ± 10.8 | −2.1 ± 7.0 | −24.0 ± 13.5 | −23.4 |
| Nucleotide | Lennard-Jones (kcal/mol) | Coulomb (kcal/mol) | Total (kcal/mol) | Last step (kcal/mol) |
| DC8 | −5.3 ± 2.2 | −0.8 ± 0.9 | −6.1 ± 2.7 | −6.5 |
| DG10 | −2.5 ± 0.8 | −0.2 ± 0.7 | −2.7 ± 1.0 | −2.7 |
| Total | −7.9 ± 3.0 | −1.0 ± 1.6 | −8.8 ± 3.7 | −9.2 |
| Residue | Lennard-Jones (kcal/mol) | Coulomb (kcal/mol) | Total (kcal/mol) | Last Step (kcal/mol) |
| ALA779B | −0.3 ± 0.3 | 0.0 ± 0.0 | −0.3 ± 0.3 | −0.6 |
| ARG503B | −2.8 ± 1.0 | −0.8 ± 0.6 | −3.6 ± 0.9 | −1.5 |
| GLN778B | −2.4 ± 1.8 | −1.7 ± 3.1 | −4.2 ± 2.4 | −2.8 |
| GLU477B | −0.3 ± 0.6 | −0.3 ± 1.3 | −0.6 ± 1.3 | −0.0 |
| GLY478B | −0.2 ± 0.4 | −0.0 ± 0.3 | −0.3 ± 0.6 | −0.0 |
| GLY504B | −0.5 ± 0.3 | −0.0 ± 0.1 | −0.5 ± 0.3 | −0.9 |
| Total | −6.6 ± 4.5 | −2.8 ± 5.4 | −9.4 ± 5.8 | −5.8 |
| Nucleotide | Lennard-Jones (kcal/mol) | Coulomb (kcal/mol) | Total (kcal/mol) | Last Step (kcal/mol) |
| DC8 | −4.0 ± 2.6 | −7.5 ± 7.2 | −11.5 ± 8.1 | −21.5 |
| DG10 | −0.8 ± 0.8 | −0.2 ± 1.2 | −1.0 ± 1.5 | −0.4 |
| DG7 | −0.7 ± 0.5 | −0.5 ± 0.5 | −1.2 ± 1.0 | −1.8 |
| Total | −5.5 ± 3.8 | −8.2 ± 9.0 | −13.7 ± 10.6 | −23.7 |
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Boukerzaza, R.; Derabli, C.; Khodja, I.A.; Ben Kaida, A.; Costa-Rubio, J.F.; Benssouici, C.; Hesse, S.; Pérez-Sánchez, H.; Boulebd, H. Integrated Experimental and Computational Investigation of Salicylaldehyde-Derived Imine/Amine Derivatives as Antioxidant and Cytotoxic Agents. Materials 2026, 19, 3980. https://doi.org/10.3390/ma19183980
Boukerzaza R, Derabli C, Khodja IA, Ben Kaida A, Costa-Rubio JF, Benssouici C, Hesse S, Pérez-Sánchez H, Boulebd H. Integrated Experimental and Computational Investigation of Salicylaldehyde-Derived Imine/Amine Derivatives as Antioxidant and Cytotoxic Agents. Materials. 2026; 19(18):3980. https://doi.org/10.3390/ma19183980
Chicago/Turabian StyleBoukerzaza, Rania, Chamseddine Derabli, Imene Amine Khodja, Abdellatif Ben Kaida, Jose F. Costa-Rubio, Chawki Benssouici, Stephanie Hesse, Horacio Pérez-Sánchez, and Houssem Boulebd. 2026. "Integrated Experimental and Computational Investigation of Salicylaldehyde-Derived Imine/Amine Derivatives as Antioxidant and Cytotoxic Agents" Materials 19, no. 18: 3980. https://doi.org/10.3390/ma19183980
APA StyleBoukerzaza, R., Derabli, C., Khodja, I. A., Ben Kaida, A., Costa-Rubio, J. F., Benssouici, C., Hesse, S., Pérez-Sánchez, H., & Boulebd, H. (2026). Integrated Experimental and Computational Investigation of Salicylaldehyde-Derived Imine/Amine Derivatives as Antioxidant and Cytotoxic Agents. Materials, 19(18), 3980. https://doi.org/10.3390/ma19183980

