Araştırma Makalesi
BibTex RIS Kaynak Göster

Antioxidant Activity of Pectolinarigenin: DFT Studies, Hirshfeld Surface Analysis, Molecular Docking Investigation and ADME/T Prediction

Yıl 2025, Cilt: 25 Sayı: 5, 1018 - 1031, 01.10.2025
https://doi.org/10.35414/akufemubid.1641818

Öz

Pectolinarigenin (5,7-dihydroxy-6,4'-dimethoxyflavone) has been investigated as a potential antioxidant drug candidate by determining its molecular structure parameters, electronic properties, and chemical reactivity descriptors using density functional theory (DFT). The molecular structure was optimized at the B3LYP/6-311G(d,p) level and compared with the X-ray crystal structure reported in the literature. Furthermore, intermolecular interactions in the crystal structure were visualized through three-dimensional Hirshfeld surface analysis and two-dimensional fingerprint plots. The molecular electrostatic potential (MEP) map, frontier molecular orbitals (FMOs), and Mulliken atomic charges were calculated to identify chemically active regions. Additionally, a molecular docking study was conducted to assess the binding affinity of Pectolinarigenin to NADPH oxidase (PDB ID: 2CDU), an enzyme involved in the activation of the body's antioxidant defense system. The results revealed that Pectolinarigenin exhibits strong interactions with the active site of the target protein and possesses a high binding affinity with a binding energy of -8.5 kcal/mol. Moreover, pharmacokinetic property analysis and drug-likeness evaluations indicate that Pectolinarigenin is a promising candidate for development as an antioxidant drug.

Proje Numarası

2019-43399189-01

Kaynakça

  • Ahmad, M. N., Karim, N. U., Normaya, E., Mat Piah, B., Iqbal, A., & Ku Bulat, K. H. (2020). Artocarpus altilis extracts as a food-borne pathogen and oxidation inhibitors: RSM, COSMO RS, and molecular docking approaches. Scientific Reports, 10(1), 9566. https://doi.org/10.1038/s41598-020-66488-7
  • Aitha, S., Thumma, V., Matta, R., Ambala, S., Jyothi, K., Manda, S., & Pochampally, J. (2023). Antioxidant activity of novel 4H- chromene tethered 1,2,3-Triazole Analogues: Synthesis and molecular docking studies. Results in Chemistry, 5, 100987. https://doi.org/10.1016/j.rechem.2023.100987
  • Akintemi, E. O., Govender, K. K., & Singh, T. (2022). A DFT study of the chemical reactivity properties, spectroscopy and bioactivity scores of bioactive flavonols. Computational and Theoretical Chemistry, 1210, 113658. https://doi.org/10.1016/j.comptc.2022.113658
  • Alkorta, I., & Perez, J. J. (1996). Molecular polarization potential maps of the nucleic acid bases. International Journal of Quantum Chemistry, 57(1), 123–135. https://doi.org/10.1002/(SICI)1097-461X(1996)57:1<123::AID-QUA14>3.0.CO;2-9
  • Arfin, S., Jha, N. K., Jha, S. K., Kesari, K. K., Ruokolainen, J., Roychoudhury, S., Rathi, B., & Kumar, D. (2021). Oxidative Stress in Cancer Cell Metabolism. Antioxidants, 10(5), 642. https://doi.org/10.3390/antiox10050642
  • Bahrun, Okino, T., Rasyid, H., & Soekamto, N. H. (2023). Biological evaluation and molecular docking of Indonesian Gracilaria salicornia as antioxidant agents. Journal of Research in Pharmacy, 27(1), 207–220. https://doi.org/10.29228/jrp.304
  • Bedard, K., & Krause, K.-H. (2007). The NOX Family of ROS-Generating NADPH Oxidases: Physiology and Pathophysiology. Physiological Reviews, 87(1), 245–313. https://doi.org/10.1152/physrev.00044.2005
  • BIOVIA, D. S. (2012). BIOVIA Discovery Studio Visualizer - Dassault Systèmes. Computational Molecular Bioscience.
  • Bouayed, J., & Bohn, T. (2010). Exogenous Antioxidants—Double‐Edged Swords in Cellular Redox State: Health Beneficial Effects at Physiologic Doses versus Deleterious Effects at High Doses. Oxidative Medicine and Cellular Longevity, 3(4), 228–237. https://doi.org/10.4161/oxim.3.4.12858
  • Braga, E., Marinho, M. M., Marinho, E. S., Braga, E. J., Corpe, B. T., & Machado Marinho, M. (2016). Molecular electrostatic potential surface, HOMO–LUMO, and computational analysis of synthetic drug Rilpivirine. Article in International Journal of Scientific and Engineering Research, 7(7), 315. http://www.ijser.org
  • Chen, L., Wei, Y., Zhao, S., Zhang, M., Yan, X., Gao, X., Li, J., Gao, Y., Zhang, A., & Gao, Y. (2018). Antitumor and immunomodulatory activities of total flavonoids extract from persimmon leaves in H22 liver tumor-bearing mice. Scientific Reports, 8(1), 10523. https://doi.org/10.1038/s41598-018-28440-8
  • Cheriet, T., Ben-Bachir, B., Thamri, O., Seghiri, R., & Mancini, I. (2020). Isolation and Biological Properties of the Natural Flavonoids Pectolinarin and Pectolinarigenin—A Review. Antibiotics, 9(7), 417. https://doi.org/10.3390/antibiotics9070417
  • Chocry, M., & Leloup, L. (2020). The NADPH Oxidase Family and Its Inhibitors. Antioxidants & Redox Signaling, 33(5), 332–353. https://doi.org/10.1089/ars.2019.7915
  • Cushnie, T. P. T., & Lamb, A. J. (2011). Recent advances in understanding the antibacterial properties of flavonoids. International Journal of Antimicrobial Agents, 38(2), 99–107. https://doi.org/10.1016/j.ijantimicag.2011.02.014
  • Daina, A., Michielin, O., & Zoete, V. (2017). SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules. Scientific Reports, 7(1), 42717. https://doi.org/10.1038/srep42717
  • Dennington, R., Keith, T. A. ., & Millam, J. M. (2016). GaussView 6. In Gaussian. Devadasu, V. R., Deb, P. K., Maheshwari, R., Sharma, P., & Tekade, R. K. (2018). Physicochemical, Pharmaceutical, and Biological Considerations in GIT Absorption of Drugs. In Dosage Form Design Considerations (pp. 149–178). Elsevier. https://doi.org/10.1016/B978-0-12-814423-7.00005-8
  • Dhaouadi, Z., Nsangou, M., Garrab, N., Anouar, E. H., Marakchi, K., & Lahmar, S. (2009). DFT study of the reaction of quercetin with and radicals. Journal of Molecular Structure: THEOCHEM, 904(1–3), 35–42. https://doi.org/10.1016/j.theochem.2009.02.034
  • Dita Arviana, S., Yueniwati, Y., Rahayu, M., & Rizki Syaban, M. F. (2022). 7,8-dihydroxyflavone as a Neuroprotective agent in Ischemic Stroke through the Regulation of HIF-1α Protein. Research Journal of Pharmacy and Technology, 3980–3986. https://doi.org/10.52711/0974-360X.2022.00667
  • Ferraz, C. R., Carvalho, T. T., Manchope, M. F., Artero, N. A., Rasquel-Oliveira, F. S., Fattori, V., Casagrande, R., & Verri, W. A. (2020). Therapeutic Potential of Flavonoids in Pain and Inflammation: Mechanisms of Action, Pre-Clinical and Clinical Data, and Pharmaceutical Development. Molecules, 25(3), 762. https://doi.org/10.3390/molecules25030762
  • Frisch, M. J., Trucks, G. W., & H. B. Schlegel. (2016). Gaussian 16, Revision C.01. Gaussian. In Inc.: Wallingford CT. Harborne, J. B., & Williams, C. A. (2000). Advances in flavonoid research since 1992. In Phytochemistry. https://doi.org/10.1016/S0031-9422(00)00235-1
  • Hayes, J. D., Dinkova-Kostova, A. T., & Tew, K. D. (2020). Oxidative Stress in Cancer. In Cancer Cell. https://doi.org/10.1016/j.ccell.2020.06.001
  • Izzo, C., Vitillo, P., Di Pietro, P., Visco, V., Strianese, A., Virtuoso, N., Ciccarelli, M., Galasso, G., Carrizzo, A., & Vecchione, C. (2021). The Role of Oxidative Stress in Cardiovascular Aging and Cardiovascular Diseases. Life, 11(1), 60. https://doi.org/10.3390/life11010060
  • Jiao, X., Jin, X., Ma, Y., Yang, Y., Li, J., Liang, L., Liu, R., & Li, Z. (2021). A comprehensive application: Molecular docking and network pharmacology for the prediction of bioactive constituents and elucidation of mechanisms of action in component-based Chinese medicine. Computational Biology and Chemistry, 90, 107402. https://doi.org/10.1016/j.compbiolchem.2020.107402
  • Justino, G. C., & Vieira, A. J. S. C. (2010). Antioxidant mechanisms of quercetin and myricetin in the gas phase and in solution- A comparison and validation of semi-empirical methods. Journal of Molecular Modeling. https://doi.org/10.1007/s00894-009-0583-1
  • Kabel, A. M., Omar, M. S., Alhadhrami, A., Alharthi, S. S., & Alrobaian, M. M. (2018). Linagliptin potentiates the effect of l-dopa on the behavioural, biochemical and immunohistochemical changes in experimentally-induced Parkinsonism: Role of toll-like receptor 4, TGF-β1, NF-κB and glucagon-like peptide 1. Physiology & Behavior, 188, 108–118. https://doi.org/10.1016/j.physbeh.2018.01.028
  • Karelson, M., Lobanov, V. S., & Katritzky, A. R. (1996). Quantum-chemical descriptors in QSAR/QSPR studies. Chemical Reviews. 96 (3), 1027-1044. https://doi.org/10.1021/cr950202r
  • Kim, G. H., Kim, J. E., Rhie, S. J., & Yoon, S. (2015). The Role of Oxidative Stress in Neurodegenerative Diseases. In Experimental Neurobiology. 24(4): 325-340. https://doi.org/10.5607/en.2015.24.4.325
  • Lameira, J., Alves, C. N., Santos, L. S., Santos, A. S., de Almeida Santos, R. H., Souza, J., Silva, C. C., & da Silva, A. B. F. (2008). A combined X-ray and theoretical study of flavonoid compounds with anti-inflammatory activity. Journal of Molecular Structure: THEOCHEM, 862(1–3), 16–20. https://doi.org/10.1016/j.theochem.2008.04.029
  • Liguori, I., Russo, G., Curcio, F., Bulli, G., Aran, L., Della-Morte, D., Gargiulo, G., Testa, G., Cacciatore, F., Bonaduce, D., & Abete, P. (2018). Oxidative stress, aging, and diseases. In Clinical Interventions in Aging, 13, 757—772. https://doi.org/10.2147/CIA.S158513
  • Lipinski, C. A. (2004). Lead- and drug-like compounds: the rule-of-five revolution. Drug Discovery Today: Technologies, 1(4), 337–341. https://doi.org/10.1016/j.ddtec.2004.11.007
  • Liskova, A., Koklesova, L., Samec, M., Smejkal, K., Samuel, S. M., Varghese, E., Abotaleb, M., Biringer, K., Kudela, E., Danko, J., Shakibaei, M., Kwon, T. K., Büsselberg, D., & Kubatka, P. (2020). Flavonoids in cancer metastasis. Cancers, 12(6), 1498. https://doi.org/10.3390/cancers12061498
  • Liu, Y., Yang, X., Gan, J., Chen, S., Xiao, Z.-X., & Cao, Y. (2022). CB-Dock2: improved protein-ligand blind docking by integrating cavity detection, docking and homologous template fitting. Nucleic Acids Research, 50(W1), W159–W164. https://doi.org/10.1093/nar/gkac394
  • Martins, H. F. P., Leal, J. P., Fernandez, M. T., Lopes, V. H. C., & Cordeiro, M. N. D. S. (2004). Toward the prediction of the activity of antioxidants: Experimental and theoretical study of the gas-phase acidities of flavonoids. Journal of the American Society for Mass Spectrometry, 5 (6), 848-861. https://doi.org/10.1016/j.jasms.2004.02.007
  • Mhya, D. H., Jakwa, A. G., & Agbo, J. (2023). In Silico Analysis of Antioxidant Phytochemicals with Potential NADPH Oxidase Inhibitory Effect. Journal of Health Science and Medical Research, 41(2), 1–16. https://doi.org/10.31584/jhsmr.2022912
  • Møller, P., Wallin, H., & Knudsen, L. E. (1996). Oxidative stress associated with exercise, psychological stress and life-style factors. Chemico-Biological Interactions, 102(1), 17–36. https://doi.org/10.1016/0009-2797(96)03729-5
  • Mou, M.-Y., Pi, K., Zhang, Q.-L., Zhang, Y.-Q., & Zhang, Q.-J. (2008). 5,7-Dihydroxy-6,4′-dimethoxyflavone. Acta Crystallographica Section E Structure Reports Online, 64(1), o71. https://doi.org/10.1107/S160053680706179X
  • Nijveldt, R. J., Van Nood, E., Van Hoorn, D. E. C., Boelens, P. G., Van Norren, K., & Van Leeuwen, P. A. M. (2001). Flavonoids: A review of probable mechanisms of action and potential applications. In American Journal of Clinical Nutrition, Volume 74, 4, 418-425. https://doi.org/10.1093/ajcn/74.4.418
  • O’Boyle, N. M., Tenderholt, A. L., & Langner, K. M. (2008). Cclib: A library for package-independent computational chemistry algorithms. Journal of Computational Chemistry, 29: 839-845. https://doi.org/10.1002/jcc.20823
  • Pagadala, N. S., Syed, K., & Tuszynski, J. (2017). Software for molecular docking: a review. Biophysical Reviews, 9(2), 91–102. https://doi.org/10.1007/s12551-016-0247-1
  • Pantoja, L. V. P. da S., Trindade, S. S. A., Carneiro, A. da S., Silva, J. P. B., Paixão, T. P. da, Romeiro, C. F. R., Moraes, C. S. P. de, Pinto, A. C. G., Raposo, N. R. B., & Andrade, M. A. de. (2022). Computational study of the main flavonoids from Chrysobalanus icaco L. against NADPH-oxidase and in vitro Antioxidant Activity. Research, Society and Development, 11(6), e5011628542. https://doi.org/10.33448/rsd-v11i6.28542
  • Parr, R. G., Szentpály, L. V., & Liu, S. (1999). Electrophilicity Index. Journal of the American Chemical Society, 121(9), 1922–1924. https://doi.org/10.1021/ja983494x
  • Pearson, R. G. (1986). Absolute electronegativity and hardness correlated with molecular orbital theory. Proceedings of the National Academy of Sciences, 83(22), 8440–8441. https://doi.org/10.1073/pnas.83.22.8440
  • Pires, D. E. V., Blundell, T. L., & Ascher, D. B. (2015). pkCSM: Predicting Small-Molecule Pharmacokinetic and Toxicity Properties Using Graph-Based Signatures. Journal of Medicinal Chemistry, 58(9), 4066–4072. https://doi.org/10.1021/acs.jmedchem.5b00104
  • Pisoschi, A. M., & Pop, A. (2015). The role of antioxidants in the chemistry of oxidative stress: A review. European Journal of Medicinal Chemistry, 97, 55–74. https://doi.org/10.1016/j.ejmech.2015.04.040
  • Pripdeevech, P., Chumpolsri, W., Suttiarporn, P., & Wongpornchai, S. (2010). The chemical composition and antioxidant activities of basil from Thailand using retention indices and comprehensive two-dimensional gas chromatography. Journal of the Serbian Chemical Society, 75, 11, 1503-1513. https://doi.org/10.2298/JSC100203125P
  • Rahaman, S. T., & Mondal, S. (2020). Flavonoids: A vital resource in healthcare and medicine. Pharmacy & Pharmacology International Journal, 8(2), 91–104. https://doi.org/10.15406/ppij.2020.08.00285
  • Rasul, H., Aziz, B., Morán, G., Mendoza-Huizar, L., Belhassan, A., Candia, L., Villada, W., & Sadasivam, K. (2023). A COMPUTATIONAL STUDY OF THE ANTIOXIDANT POWER OF EUGENOL COMPARED TO VITAMIN C. Química Nova, 46(9), 873–880. https://doi.org/10.21577/0100-4042.20230073
  • Sadasivam, K., & Kumaresan, R. (2011a). Theoretical investigation on the antioxidant behavior of chrysoeriol and hispidulin flavonoid compounds – A DFT study. Computational and Theoretical Chemistry, 963(1), 227–235. https://doi.org/10.1016/j.comptc.2010.10.025
  • Sadasivam, K., & Kumaresan, R. (2011b). Antioxidant behavior of mearnsetin and myricetin flavonoid compounds — A DFT study. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 79(1), 282–293. https://doi.org/10.1016/j.saa.2011.02.042
  • Sena, L. A., & Chandel, N. S. (2012). Physiological Roles of Mitochondrial Reactive Oxygen Species. Molecular Cell, 48(2), 158–167. https://doi.org/10.1016/j.molcel.2012.09.025
  • Spackman, M. A., & Jayatilaka, D. (2009). Hirshfeld surface analysis. CrystEngComm, 11(1), 19–32. https://doi.org/10.1039/B818330A
  • Spackman, P. R., Turner, M. J., McKinnon, J. J., Wolff, S. K., Grimwood, D. J., Jayatilaka, D., & Spackman, M. A. (2021). CrystalExplorer : a program for Hirshfeld surface analysis, visualization and quantitative analysis of molecular crystals. Journal of Applied Crystallography, 54(3), 1006–1011. https://doi.org/10.1107/S1600576721002910
  • Tajammal, A., Siddiqa, A., Irfan, A., Azam, M., Hafeez, H., Munawar, M. A., & Basra, M. A. R. (2022). Antioxidant, molecular docking and computational investigation of new flavonoids. Journal of Molecular Structure, 1254, 132189. https://doi.org/10.1016/j.molstruc.2021.132189
  • Tarafdar, A., & Pula, G. (2018). The Role of NADPH Oxidases and Oxidative Stress in Neurodegenerative Disorders. International Journal of Molecular Sciences, 19(12), 3824. https://doi.org/10.3390/ijms19123824
  • Tungmunnithum, D., Thongboonyou, A., Pholboon, A., & Yangsabai, A. (2018). Flavonoids and Other Phenolic Compounds from Medicinal Plants for Pharmaceutical and Medical Aspects: An Overview. Medicines, 5(3), 93. https://doi.org/10.3390/medicines5030093
  • Williams, R. J., Spencer, J. P. E., & Rice-Evans, C. (2004). Flavonoids: antioxidants or signalling molecules? Free Radical Biology & Medicine, 36(7), 838–849. https://doi.org/10.1016/j.freeradbiomed.2004.01.001
  • Yin, J., Heo, S.-I., & Wang, M.-H. (2008). Antioxidant and antidiabetic activities of extracts from Cirsium japonicum roots. Nutrition Research and Practice, 2(4):247-251. https://doi.org/10.4162/nrp.2008.2.4.247
  • Yueniwati, Y., Rizki Syaban, M. F., Kurniawan, D. B., Azam, A. A., Alvenia, D. M., Nur Savira, Y., Muhammad, R. F., Adnani, B., Violita, A. H., Arviana, S. D., Hasibuan, A., Norahmawati, E., Fatmasari, Y., Mufidah, A., Savitri, K. A., Zulfikri, U. R., Putri, D. Y., & Utami, S. (2024). 7,8‑Dihydroxyflavone functions as an antioxidant through the inhibition of Kelch‑like ECH‑associated protein 1: Molecular docking and an in vivo approach in a rat model of ischemia‑reperfusion brain injury. World Academy of Sciences Journal, 6: 15. https://doi.org/10.3892/wasj.2024.230
  • Zhan, C.-G., Nichols, J. A., & Dixon, D. A. (2003). Ionization Potential, Electron Affinity, Electronegativity, Hardness, and Electron Excitation Energy: Molecular Properties from Density Functional Theory Orbital Energies. The Journal of Physical Chemistry A, 107(20), 4184–4195. https://doi.org/10.1021/jp0225774
  • www.rcsb.org (24.04.2024)
  • http://cao.labshare.cn/cb-dock/ (30.05.2024)

Pektolinarigenin'in Antioksidan Aktivitesi: DFT Çalışmaları, Hirshfeld Yüzey Analizi, Moleküler Kenetleme Araştırması ve ADME/T Tahmini

Yıl 2025, Cilt: 25 Sayı: 5, 1018 - 1031, 01.10.2025
https://doi.org/10.35414/akufemubid.1641818

Öz

Pektolinarigenin’in (5,7-dihidroksi-6,4'-dimetoksiflavon) potansiyel bir antioksidan ilaç adayı olarak değerlendirilmesi amacıyla moleküler yapı parametreleri, elektronik ve kimyasal reaktivite tanımlayıcıları belirlemek için yoğunluk fonksiyoneli teorisi (DFT) kullanılanılarak hesaplanmıştır. B3LYP/6-311G(d,p) baz seti ile optimize edilen moleküler yapı, literatürde rapor edilen X-ışını kristal yapısı ile karşılaştırılmıştır. Ayrıca, kristal yapısındaki moleküller arası etkileşimler, üç boyutlu Hirshfeld yüzeyi ve iki boyutlu parmak izi çizimleri ile görselleştirilmiştir. Molekülün elektrostatik potansiyel haritası (MEP), sınır moleküler orbitalleri (FMOs) ve Mulliken atomik yükleri hesaplanarak kimyasal olarak aktif bölgeler belirlenmiştir. Ek olarak, Pektolinarigenin’in vücudun antioksidan savunma sisteminin aktivasyonunda rol oynayan NADPH oksidaz enzimi (PDB ID: 2CDU) ile afinitesini değerlendirmek amacıyla moleküler kenetleme çalışması yapılmıştır. Bu analizler, Pektolinarigenin’in hedef proteinin aktif bölgesiyle güçlü bir etkileşim gösterdiğini ve -8.5 kcal/mol bağlanma enerjisiyle yüksek bir bağlanma afinitesine sahip olduğunu ortaya koymuştur. Ayrıca, farmakokinetik özellikler ve ilaç benzerliği analizleri, Pektolinarigenin’in antioksidan ilaç olarak geliştirilmesi için uygun bir aday olduğunu göstermektedir.

Destekleyen Kurum

Zonguldak Bülent Ecevit Üniversitesi

Proje Numarası

2019-43399189-01

Teşekkür

Bu çalışma Zonguldak Bülent Ecevit Üniversitesi Bilimsel Araştırma Projeleri Koordinatörlüğü tarafından desteklenmiştir.

Kaynakça

  • Ahmad, M. N., Karim, N. U., Normaya, E., Mat Piah, B., Iqbal, A., & Ku Bulat, K. H. (2020). Artocarpus altilis extracts as a food-borne pathogen and oxidation inhibitors: RSM, COSMO RS, and molecular docking approaches. Scientific Reports, 10(1), 9566. https://doi.org/10.1038/s41598-020-66488-7
  • Aitha, S., Thumma, V., Matta, R., Ambala, S., Jyothi, K., Manda, S., & Pochampally, J. (2023). Antioxidant activity of novel 4H- chromene tethered 1,2,3-Triazole Analogues: Synthesis and molecular docking studies. Results in Chemistry, 5, 100987. https://doi.org/10.1016/j.rechem.2023.100987
  • Akintemi, E. O., Govender, K. K., & Singh, T. (2022). A DFT study of the chemical reactivity properties, spectroscopy and bioactivity scores of bioactive flavonols. Computational and Theoretical Chemistry, 1210, 113658. https://doi.org/10.1016/j.comptc.2022.113658
  • Alkorta, I., & Perez, J. J. (1996). Molecular polarization potential maps of the nucleic acid bases. International Journal of Quantum Chemistry, 57(1), 123–135. https://doi.org/10.1002/(SICI)1097-461X(1996)57:1<123::AID-QUA14>3.0.CO;2-9
  • Arfin, S., Jha, N. K., Jha, S. K., Kesari, K. K., Ruokolainen, J., Roychoudhury, S., Rathi, B., & Kumar, D. (2021). Oxidative Stress in Cancer Cell Metabolism. Antioxidants, 10(5), 642. https://doi.org/10.3390/antiox10050642
  • Bahrun, Okino, T., Rasyid, H., & Soekamto, N. H. (2023). Biological evaluation and molecular docking of Indonesian Gracilaria salicornia as antioxidant agents. Journal of Research in Pharmacy, 27(1), 207–220. https://doi.org/10.29228/jrp.304
  • Bedard, K., & Krause, K.-H. (2007). The NOX Family of ROS-Generating NADPH Oxidases: Physiology and Pathophysiology. Physiological Reviews, 87(1), 245–313. https://doi.org/10.1152/physrev.00044.2005
  • BIOVIA, D. S. (2012). BIOVIA Discovery Studio Visualizer - Dassault Systèmes. Computational Molecular Bioscience.
  • Bouayed, J., & Bohn, T. (2010). Exogenous Antioxidants—Double‐Edged Swords in Cellular Redox State: Health Beneficial Effects at Physiologic Doses versus Deleterious Effects at High Doses. Oxidative Medicine and Cellular Longevity, 3(4), 228–237. https://doi.org/10.4161/oxim.3.4.12858
  • Braga, E., Marinho, M. M., Marinho, E. S., Braga, E. J., Corpe, B. T., & Machado Marinho, M. (2016). Molecular electrostatic potential surface, HOMO–LUMO, and computational analysis of synthetic drug Rilpivirine. Article in International Journal of Scientific and Engineering Research, 7(7), 315. http://www.ijser.org
  • Chen, L., Wei, Y., Zhao, S., Zhang, M., Yan, X., Gao, X., Li, J., Gao, Y., Zhang, A., & Gao, Y. (2018). Antitumor and immunomodulatory activities of total flavonoids extract from persimmon leaves in H22 liver tumor-bearing mice. Scientific Reports, 8(1), 10523. https://doi.org/10.1038/s41598-018-28440-8
  • Cheriet, T., Ben-Bachir, B., Thamri, O., Seghiri, R., & Mancini, I. (2020). Isolation and Biological Properties of the Natural Flavonoids Pectolinarin and Pectolinarigenin—A Review. Antibiotics, 9(7), 417. https://doi.org/10.3390/antibiotics9070417
  • Chocry, M., & Leloup, L. (2020). The NADPH Oxidase Family and Its Inhibitors. Antioxidants & Redox Signaling, 33(5), 332–353. https://doi.org/10.1089/ars.2019.7915
  • Cushnie, T. P. T., & Lamb, A. J. (2011). Recent advances in understanding the antibacterial properties of flavonoids. International Journal of Antimicrobial Agents, 38(2), 99–107. https://doi.org/10.1016/j.ijantimicag.2011.02.014
  • Daina, A., Michielin, O., & Zoete, V. (2017). SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules. Scientific Reports, 7(1), 42717. https://doi.org/10.1038/srep42717
  • Dennington, R., Keith, T. A. ., & Millam, J. M. (2016). GaussView 6. In Gaussian. Devadasu, V. R., Deb, P. K., Maheshwari, R., Sharma, P., & Tekade, R. K. (2018). Physicochemical, Pharmaceutical, and Biological Considerations in GIT Absorption of Drugs. In Dosage Form Design Considerations (pp. 149–178). Elsevier. https://doi.org/10.1016/B978-0-12-814423-7.00005-8
  • Dhaouadi, Z., Nsangou, M., Garrab, N., Anouar, E. H., Marakchi, K., & Lahmar, S. (2009). DFT study of the reaction of quercetin with and radicals. Journal of Molecular Structure: THEOCHEM, 904(1–3), 35–42. https://doi.org/10.1016/j.theochem.2009.02.034
  • Dita Arviana, S., Yueniwati, Y., Rahayu, M., & Rizki Syaban, M. F. (2022). 7,8-dihydroxyflavone as a Neuroprotective agent in Ischemic Stroke through the Regulation of HIF-1α Protein. Research Journal of Pharmacy and Technology, 3980–3986. https://doi.org/10.52711/0974-360X.2022.00667
  • Ferraz, C. R., Carvalho, T. T., Manchope, M. F., Artero, N. A., Rasquel-Oliveira, F. S., Fattori, V., Casagrande, R., & Verri, W. A. (2020). Therapeutic Potential of Flavonoids in Pain and Inflammation: Mechanisms of Action, Pre-Clinical and Clinical Data, and Pharmaceutical Development. Molecules, 25(3), 762. https://doi.org/10.3390/molecules25030762
  • Frisch, M. J., Trucks, G. W., & H. B. Schlegel. (2016). Gaussian 16, Revision C.01. Gaussian. In Inc.: Wallingford CT. Harborne, J. B., & Williams, C. A. (2000). Advances in flavonoid research since 1992. In Phytochemistry. https://doi.org/10.1016/S0031-9422(00)00235-1
  • Hayes, J. D., Dinkova-Kostova, A. T., & Tew, K. D. (2020). Oxidative Stress in Cancer. In Cancer Cell. https://doi.org/10.1016/j.ccell.2020.06.001
  • Izzo, C., Vitillo, P., Di Pietro, P., Visco, V., Strianese, A., Virtuoso, N., Ciccarelli, M., Galasso, G., Carrizzo, A., & Vecchione, C. (2021). The Role of Oxidative Stress in Cardiovascular Aging and Cardiovascular Diseases. Life, 11(1), 60. https://doi.org/10.3390/life11010060
  • Jiao, X., Jin, X., Ma, Y., Yang, Y., Li, J., Liang, L., Liu, R., & Li, Z. (2021). A comprehensive application: Molecular docking and network pharmacology for the prediction of bioactive constituents and elucidation of mechanisms of action in component-based Chinese medicine. Computational Biology and Chemistry, 90, 107402. https://doi.org/10.1016/j.compbiolchem.2020.107402
  • Justino, G. C., & Vieira, A. J. S. C. (2010). Antioxidant mechanisms of quercetin and myricetin in the gas phase and in solution- A comparison and validation of semi-empirical methods. Journal of Molecular Modeling. https://doi.org/10.1007/s00894-009-0583-1
  • Kabel, A. M., Omar, M. S., Alhadhrami, A., Alharthi, S. S., & Alrobaian, M. M. (2018). Linagliptin potentiates the effect of l-dopa on the behavioural, biochemical and immunohistochemical changes in experimentally-induced Parkinsonism: Role of toll-like receptor 4, TGF-β1, NF-κB and glucagon-like peptide 1. Physiology & Behavior, 188, 108–118. https://doi.org/10.1016/j.physbeh.2018.01.028
  • Karelson, M., Lobanov, V. S., & Katritzky, A. R. (1996). Quantum-chemical descriptors in QSAR/QSPR studies. Chemical Reviews. 96 (3), 1027-1044. https://doi.org/10.1021/cr950202r
  • Kim, G. H., Kim, J. E., Rhie, S. J., & Yoon, S. (2015). The Role of Oxidative Stress in Neurodegenerative Diseases. In Experimental Neurobiology. 24(4): 325-340. https://doi.org/10.5607/en.2015.24.4.325
  • Lameira, J., Alves, C. N., Santos, L. S., Santos, A. S., de Almeida Santos, R. H., Souza, J., Silva, C. C., & da Silva, A. B. F. (2008). A combined X-ray and theoretical study of flavonoid compounds with anti-inflammatory activity. Journal of Molecular Structure: THEOCHEM, 862(1–3), 16–20. https://doi.org/10.1016/j.theochem.2008.04.029
  • Liguori, I., Russo, G., Curcio, F., Bulli, G., Aran, L., Della-Morte, D., Gargiulo, G., Testa, G., Cacciatore, F., Bonaduce, D., & Abete, P. (2018). Oxidative stress, aging, and diseases. In Clinical Interventions in Aging, 13, 757—772. https://doi.org/10.2147/CIA.S158513
  • Lipinski, C. A. (2004). Lead- and drug-like compounds: the rule-of-five revolution. Drug Discovery Today: Technologies, 1(4), 337–341. https://doi.org/10.1016/j.ddtec.2004.11.007
  • Liskova, A., Koklesova, L., Samec, M., Smejkal, K., Samuel, S. M., Varghese, E., Abotaleb, M., Biringer, K., Kudela, E., Danko, J., Shakibaei, M., Kwon, T. K., Büsselberg, D., & Kubatka, P. (2020). Flavonoids in cancer metastasis. Cancers, 12(6), 1498. https://doi.org/10.3390/cancers12061498
  • Liu, Y., Yang, X., Gan, J., Chen, S., Xiao, Z.-X., & Cao, Y. (2022). CB-Dock2: improved protein-ligand blind docking by integrating cavity detection, docking and homologous template fitting. Nucleic Acids Research, 50(W1), W159–W164. https://doi.org/10.1093/nar/gkac394
  • Martins, H. F. P., Leal, J. P., Fernandez, M. T., Lopes, V. H. C., & Cordeiro, M. N. D. S. (2004). Toward the prediction of the activity of antioxidants: Experimental and theoretical study of the gas-phase acidities of flavonoids. Journal of the American Society for Mass Spectrometry, 5 (6), 848-861. https://doi.org/10.1016/j.jasms.2004.02.007
  • Mhya, D. H., Jakwa, A. G., & Agbo, J. (2023). In Silico Analysis of Antioxidant Phytochemicals with Potential NADPH Oxidase Inhibitory Effect. Journal of Health Science and Medical Research, 41(2), 1–16. https://doi.org/10.31584/jhsmr.2022912
  • Møller, P., Wallin, H., & Knudsen, L. E. (1996). Oxidative stress associated with exercise, psychological stress and life-style factors. Chemico-Biological Interactions, 102(1), 17–36. https://doi.org/10.1016/0009-2797(96)03729-5
  • Mou, M.-Y., Pi, K., Zhang, Q.-L., Zhang, Y.-Q., & Zhang, Q.-J. (2008). 5,7-Dihydroxy-6,4′-dimethoxyflavone. Acta Crystallographica Section E Structure Reports Online, 64(1), o71. https://doi.org/10.1107/S160053680706179X
  • Nijveldt, R. J., Van Nood, E., Van Hoorn, D. E. C., Boelens, P. G., Van Norren, K., & Van Leeuwen, P. A. M. (2001). Flavonoids: A review of probable mechanisms of action and potential applications. In American Journal of Clinical Nutrition, Volume 74, 4, 418-425. https://doi.org/10.1093/ajcn/74.4.418
  • O’Boyle, N. M., Tenderholt, A. L., & Langner, K. M. (2008). Cclib: A library for package-independent computational chemistry algorithms. Journal of Computational Chemistry, 29: 839-845. https://doi.org/10.1002/jcc.20823
  • Pagadala, N. S., Syed, K., & Tuszynski, J. (2017). Software for molecular docking: a review. Biophysical Reviews, 9(2), 91–102. https://doi.org/10.1007/s12551-016-0247-1
  • Pantoja, L. V. P. da S., Trindade, S. S. A., Carneiro, A. da S., Silva, J. P. B., Paixão, T. P. da, Romeiro, C. F. R., Moraes, C. S. P. de, Pinto, A. C. G., Raposo, N. R. B., & Andrade, M. A. de. (2022). Computational study of the main flavonoids from Chrysobalanus icaco L. against NADPH-oxidase and in vitro Antioxidant Activity. Research, Society and Development, 11(6), e5011628542. https://doi.org/10.33448/rsd-v11i6.28542
  • Parr, R. G., Szentpály, L. V., & Liu, S. (1999). Electrophilicity Index. Journal of the American Chemical Society, 121(9), 1922–1924. https://doi.org/10.1021/ja983494x
  • Pearson, R. G. (1986). Absolute electronegativity and hardness correlated with molecular orbital theory. Proceedings of the National Academy of Sciences, 83(22), 8440–8441. https://doi.org/10.1073/pnas.83.22.8440
  • Pires, D. E. V., Blundell, T. L., & Ascher, D. B. (2015). pkCSM: Predicting Small-Molecule Pharmacokinetic and Toxicity Properties Using Graph-Based Signatures. Journal of Medicinal Chemistry, 58(9), 4066–4072. https://doi.org/10.1021/acs.jmedchem.5b00104
  • Pisoschi, A. M., & Pop, A. (2015). The role of antioxidants in the chemistry of oxidative stress: A review. European Journal of Medicinal Chemistry, 97, 55–74. https://doi.org/10.1016/j.ejmech.2015.04.040
  • Pripdeevech, P., Chumpolsri, W., Suttiarporn, P., & Wongpornchai, S. (2010). The chemical composition and antioxidant activities of basil from Thailand using retention indices and comprehensive two-dimensional gas chromatography. Journal of the Serbian Chemical Society, 75, 11, 1503-1513. https://doi.org/10.2298/JSC100203125P
  • Rahaman, S. T., & Mondal, S. (2020). Flavonoids: A vital resource in healthcare and medicine. Pharmacy & Pharmacology International Journal, 8(2), 91–104. https://doi.org/10.15406/ppij.2020.08.00285
  • Rasul, H., Aziz, B., Morán, G., Mendoza-Huizar, L., Belhassan, A., Candia, L., Villada, W., & Sadasivam, K. (2023). A COMPUTATIONAL STUDY OF THE ANTIOXIDANT POWER OF EUGENOL COMPARED TO VITAMIN C. Química Nova, 46(9), 873–880. https://doi.org/10.21577/0100-4042.20230073
  • Sadasivam, K., & Kumaresan, R. (2011a). Theoretical investigation on the antioxidant behavior of chrysoeriol and hispidulin flavonoid compounds – A DFT study. Computational and Theoretical Chemistry, 963(1), 227–235. https://doi.org/10.1016/j.comptc.2010.10.025
  • Sadasivam, K., & Kumaresan, R. (2011b). Antioxidant behavior of mearnsetin and myricetin flavonoid compounds — A DFT study. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 79(1), 282–293. https://doi.org/10.1016/j.saa.2011.02.042
  • Sena, L. A., & Chandel, N. S. (2012). Physiological Roles of Mitochondrial Reactive Oxygen Species. Molecular Cell, 48(2), 158–167. https://doi.org/10.1016/j.molcel.2012.09.025
  • Spackman, M. A., & Jayatilaka, D. (2009). Hirshfeld surface analysis. CrystEngComm, 11(1), 19–32. https://doi.org/10.1039/B818330A
  • Spackman, P. R., Turner, M. J., McKinnon, J. J., Wolff, S. K., Grimwood, D. J., Jayatilaka, D., & Spackman, M. A. (2021). CrystalExplorer : a program for Hirshfeld surface analysis, visualization and quantitative analysis of molecular crystals. Journal of Applied Crystallography, 54(3), 1006–1011. https://doi.org/10.1107/S1600576721002910
  • Tajammal, A., Siddiqa, A., Irfan, A., Azam, M., Hafeez, H., Munawar, M. A., & Basra, M. A. R. (2022). Antioxidant, molecular docking and computational investigation of new flavonoids. Journal of Molecular Structure, 1254, 132189. https://doi.org/10.1016/j.molstruc.2021.132189
  • Tarafdar, A., & Pula, G. (2018). The Role of NADPH Oxidases and Oxidative Stress in Neurodegenerative Disorders. International Journal of Molecular Sciences, 19(12), 3824. https://doi.org/10.3390/ijms19123824
  • Tungmunnithum, D., Thongboonyou, A., Pholboon, A., & Yangsabai, A. (2018). Flavonoids and Other Phenolic Compounds from Medicinal Plants for Pharmaceutical and Medical Aspects: An Overview. Medicines, 5(3), 93. https://doi.org/10.3390/medicines5030093
  • Williams, R. J., Spencer, J. P. E., & Rice-Evans, C. (2004). Flavonoids: antioxidants or signalling molecules? Free Radical Biology & Medicine, 36(7), 838–849. https://doi.org/10.1016/j.freeradbiomed.2004.01.001
  • Yin, J., Heo, S.-I., & Wang, M.-H. (2008). Antioxidant and antidiabetic activities of extracts from Cirsium japonicum roots. Nutrition Research and Practice, 2(4):247-251. https://doi.org/10.4162/nrp.2008.2.4.247
  • Yueniwati, Y., Rizki Syaban, M. F., Kurniawan, D. B., Azam, A. A., Alvenia, D. M., Nur Savira, Y., Muhammad, R. F., Adnani, B., Violita, A. H., Arviana, S. D., Hasibuan, A., Norahmawati, E., Fatmasari, Y., Mufidah, A., Savitri, K. A., Zulfikri, U. R., Putri, D. Y., & Utami, S. (2024). 7,8‑Dihydroxyflavone functions as an antioxidant through the inhibition of Kelch‑like ECH‑associated protein 1: Molecular docking and an in vivo approach in a rat model of ischemia‑reperfusion brain injury. World Academy of Sciences Journal, 6: 15. https://doi.org/10.3892/wasj.2024.230
  • Zhan, C.-G., Nichols, J. A., & Dixon, D. A. (2003). Ionization Potential, Electron Affinity, Electronegativity, Hardness, and Electron Excitation Energy: Molecular Properties from Density Functional Theory Orbital Energies. The Journal of Physical Chemistry A, 107(20), 4184–4195. https://doi.org/10.1021/jp0225774
  • www.rcsb.org (24.04.2024)
  • http://cao.labshare.cn/cb-dock/ (30.05.2024)
Toplam 61 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Atomik, Moleküler ve Optik Fizik (Diğer)
Bölüm Makaleler
Yazarlar

Tugba Göcen 0000-0003-0078-8531

Proje Numarası 2019-43399189-01
Erken Görünüm Tarihi 18 Eylül 2025
Yayımlanma Tarihi 1 Ekim 2025
Gönderilme Tarihi 18 Şubat 2025
Kabul Tarihi 16 Nisan 2025
Yayımlandığı Sayı Yıl 2025 Cilt: 25 Sayı: 5

Kaynak Göster

APA Göcen, T. (2025). Pektolinarigenin’in Antioksidan Aktivitesi: DFT Çalışmaları, Hirshfeld Yüzey Analizi, Moleküler Kenetleme Araştırması ve ADME/T Tahmini. Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi, 25(5), 1018-1031. https://doi.org/10.35414/akufemubid.1641818
AMA Göcen T. Pektolinarigenin’in Antioksidan Aktivitesi: DFT Çalışmaları, Hirshfeld Yüzey Analizi, Moleküler Kenetleme Araştırması ve ADME/T Tahmini. Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi. Ekim 2025;25(5):1018-1031. doi:10.35414/akufemubid.1641818
Chicago Göcen, Tugba. “Pektolinarigenin’in Antioksidan Aktivitesi: DFT Çalışmaları, Hirshfeld Yüzey Analizi, Moleküler Kenetleme Araştırması ve ADME/T Tahmini”. Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi 25, sy. 5 (Ekim 2025): 1018-31. https://doi.org/10.35414/akufemubid.1641818.
EndNote Göcen T (01 Ekim 2025) Pektolinarigenin’in Antioksidan Aktivitesi: DFT Çalışmaları, Hirshfeld Yüzey Analizi, Moleküler Kenetleme Araştırması ve ADME/T Tahmini. Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi 25 5 1018–1031.
IEEE T. Göcen, “Pektolinarigenin’in Antioksidan Aktivitesi: DFT Çalışmaları, Hirshfeld Yüzey Analizi, Moleküler Kenetleme Araştırması ve ADME/T Tahmini”, Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi, c. 25, sy. 5, ss. 1018–1031, 2025, doi: 10.35414/akufemubid.1641818.
ISNAD Göcen, Tugba. “Pektolinarigenin’in Antioksidan Aktivitesi: DFT Çalışmaları, Hirshfeld Yüzey Analizi, Moleküler Kenetleme Araştırması ve ADME/T Tahmini”. Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi 25/5 (Ekim2025), 1018-1031. https://doi.org/10.35414/akufemubid.1641818.
JAMA Göcen T. Pektolinarigenin’in Antioksidan Aktivitesi: DFT Çalışmaları, Hirshfeld Yüzey Analizi, Moleküler Kenetleme Araştırması ve ADME/T Tahmini. Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi. 2025;25:1018–1031.
MLA Göcen, Tugba. “Pektolinarigenin’in Antioksidan Aktivitesi: DFT Çalışmaları, Hirshfeld Yüzey Analizi, Moleküler Kenetleme Araştırması ve ADME/T Tahmini”. Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi, c. 25, sy. 5, 2025, ss. 1018-31, doi:10.35414/akufemubid.1641818.
Vancouver Göcen T. Pektolinarigenin’in Antioksidan Aktivitesi: DFT Çalışmaları, Hirshfeld Yüzey Analizi, Moleküler Kenetleme Araştırması ve ADME/T Tahmini. Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi. 2025;25(5):1018-31.


Bu eser Creative Commons Atıf-GayriTicari 4.0 Uluslararası Lisansı ile lisanslanmıştır.