Abstract
Experimental and computational studies were performed to determine the antioxidant activities of harmine, harmaline, harmalol, harmane, and 1,2,3,4-tetrahydroharmane-3-carboxylic acid. The in vitro study was conducted using H2O2, ABTS, FRAP and PR tests. The theoretical study was performed using density functional theory (DFT), molecular docking, and molecular dynamics. The in vitro study showed high hydrogen peroxide scavenging activity 27.63 ± 1.74% for harmine which is significantly greater than ascorbic acid (8.02 ± 0.58%). Harmalol has shown the highest antioxidant activity for ABTS, FRAP, and reducing power with 371.15 ± 1.80 µg TE/mg, 11.30 ± 0.01 µg TE/mg, and 671.70 ± 5.11 µg AAE/mg, respectively. DFT analysis indicates that harmalol and harmaline are the most reactive molecules and could scavenge free radicals through the SET-PT mechanism. The docking analysis revealed that harmalol and harmaline have low binding energy and interact through hydrogen and van der Waals bonds with the myeloperoxidase receptor. In addition, molecular dynamics revealed that the protein–ligand equilibrium is stable after 100,000 fs, indicating that harmaline and harmalol could be inhibitors of myeloperoxidase. The obtained results were used to design new harmalol derivative, with promising in silico results. The results of this work showed that harmalol and harmaline have high antioxidant activity in vitro and in silico.
Similar content being viewed by others
Availability of data and material
All experimental data were included in the article.
Code availability
Not applicable.
Abbreviations
- H2O2 :
-
Hydrogen peroxide scavenging
- ABTS:
-
Radical Trolox equivalent antioxidant capacity cation-decolorization
- FRAP:
-
Ferric reducing-antioxidant power
- RP:
-
Reducing power
- ADME/Tox:
-
Absorption, distribution, metabolism, excretion, and toxicity
- B3LYP:
-
Becke 3-Parameter, Lee, Yang and Parr
- BDE (N–H):
-
N–H bond dissociation enthalpy
- DFT:
-
Density functional theory
- EA:
-
Electron affinity
- EHOMO:
-
Highest occupied molecular orbital energy
- ELUMO:
-
Lowest unoccupied molecular orbital energy
- ETE:
-
Electron transfer enthalpy
- IP:
-
Ionization potential
- MD:
-
Molecular dynamics
- MMFF94:
-
Merck molecular force field
- MPO:
-
Myeloperoxidase
- PA:
-
Proton affinity
- PDE:
-
Proton dissociation enthalpy
- RMSD:
-
Root mean standard deviation
- S:
-
Softness
- THCA:
-
1,2,3,4-Tetrahydroharmane-3-carboxylic acid
- ƞ:
-
Hardness
- µ:
-
Chemical potential
- χ:
-
Electronegativity
- ω:
-
Electrophilic index
References
Harman D (1994) Free radical theory of aging. increasing the functional life span. Ann N Y Acad Sci 717:1–15. https://doi.org/10.1111/j.1749-6632.1994.tb12069.x
Simonian NY, Coyle JT (1996) Oxidative stress in neurodegenerative disease. Annu Rev Pharmacol Toxicol 36:83–106. https://doi.org/10.1146/annurev.pa.36.040196.000503
Halliwell B, Gutteridge JM (1990) Role of free radicals and catalytic metal ions in human disease: an overview Methods. Enzymol 186:1–85. https://doi.org/10.1016/0076-6879(90)86093-b
Tse SY, Mak IT, Dickens BF (1991) Antioxidative properties of harmane and beta-carboline alkaloids. Biochem Pharmacol 42:459–464. https://doi.org/10.1016/0006-2952(91)90305-o
Cho IS, Shin YK, Lee CS (1995) Effects of harmaline and harmalol on the oxidative injuries of hyaluronic acid, lipid and collagen by Fe2þ and H2O2. Korean J Pharmacol 31:345–353
Kim HH, Jang YY, Han ES, Lee CS (1999) Differential antioxidant effects of ambroxol, rutin, glutathione and harmaline. J Appl Pharmacol 7:112–120
Prashanth D, John S (1999) Antibacterial activity of Peganum harmala. Fitoterapia 70:438–439
Cao R, Peng W, Wang Z, Xu A (2007) Beta-carboline alkaloids: biochemical and pharmacological functions. Curr Med Chem 14:479–500. https://doi.org/10.2174/092986707779940998
Astulla A, Zaima K, Matsuno Y, Hirasawa Y, Ekasari W, Widyawaruyanti A, Zaini NC, Morita H (2008) Alkaloids from the seeds of Peganum harmala showing antiplasmodial and vasorelaxant activities. J Nat Med 62:470–472. https://doi.org/10.1007/s11418-008-0259-7
Farouk L, Laroubi A, Aboufatima R, Benharref A, Chait A (2008) Evaluation of the analgesic effect of alkaloid extract of Peganum harmala L.: possible mechanisms involved. J Ethnopharmacol 115:449–454. https://doi.org/10.1016/j.jep.2007.10.014
Abdel-Fattah AF, Matsumoto K, Gammaz HA, Watanabe H (1995) Hypothermic effect of harmala alkaloid in rats: involvement of serotonergic mechanism. Pharmacol Biochem Behav 52:421–426. https://doi.org/10.1016/0091-3057(95)00131-f
Liu J, Jiang X, Zhao M, Zhang X, Zheng M, Peng L, Peng S (2010) A class of 3S–2-aminoacyltetrahydro–carboline-3-carboxylic acids: their facile synthesis, inhibition for platelet activation, and high in vivo anti-thrombotic potency. J Med Chem 53(8):3106–3116. https://doi.org/10.1021/jm901816j
Monsef HR, Ghobadi A, Iranshahi M, Abdollahi M (2004) Antinociceptive effects of Peganum harmala L. alkaloid extract on mouse formalin test. J Pharm Pharm Sci 7:65–69
Mahmoudian M, Jalilpour H, Salehian P (2002) Toxicity of Peganum harmala: review and a case report. IJPT 1:1–4
Lamchouri F, Settaf A, Cherrah Y, Zemzami M, Lyoussi B, Zaid A, Atif N, Hassar M (1999) Antitumour principles from Peganum harmala seeds. Therapie 54:753–758
Lamchouri F, Settaf A, Cherrah Y, Hassar M, Zemzami M, Atif N, Nadori EB, Zaid A, Lyoussi B (2000) In vitro cell-toxicity of Peganum harmala alkaloids on cancerous cell-lines. Fitoterapia 71:50–54. https://doi.org/10.1016/S0367326X(99)001173
Lamchouri F, Zemzami M, Jossang A, Abdellatif A, Israili ZH, Lyoussi B (2013) Cytotoxicity of alkaloids isolated from Peganum harmala seeds. Pak J Pharm Sci 26:699–706
Lamchouri F, Toufik H, Bouzzine SM, Hamidi M, Bouachrine M (2010) Experimental and computational study of biological activities of alkaloids isolated from Peganum harmala seeds. J Mater Environ Sci 1:343–352
Lamchouri F, Toufik H, Elmalki Z, Bouzzine SM, Ait Malek H, Hamidi M, Bouachrine M (2013) Quantitative structure–activity relationship of antitumor and neurotoxic β-carbolines alkaloids: nine harmine derivatives. Res Chem Intermed 39:2219–2236. https://doi.org/10.1007/s11164-012-0752-1
Akabli T, Toufik H, Yasri A, Bih H, Lamchouri F (2018) Combining ligand-based and structure-based drug design approaches to study the structure-activity relationships of a β carboline derivative series. Struct Chem 29:1637–1645. https://doi.org/10.1007/s11224-018-1141-12018
Akabli T, Lamchouri F, Senhaji S, Toufik H (2019) Molecular docking, ADME/Tox prediction, and in vitro study of the cell growth inhibitory activity of five β-carboline alkaloids. Struct Chem. https://doi.org/10.1007/s11224-019-01308-x
Ruch RJ, Cheng SJ, Klaunig JE (1989) Prevention of cytotoxicity and inhibition of intercellular communication by antioxidant catechins isolated from Chinese green tea. Carcinogenesis 10:1003–1008. https://doi.org/10.1093/carcin/10.6.1003
Senhaji S, Lamchouri F, Bouabid K, Assem N, El Haouari M, Bargach K, Toufik H (2020) Phenolic contents and antioxidant properties of aqueous and organic extracts of a Moroccan Ajuga iva Subsp. Pseudoiva. J Herb Spice Med Plants. https://doi.org/10.1080/10496475.2019.1709249
Senhaji S, Lamchouri F, Toufik H (2020) Phytochemical content, antibacterial and antioxidant potential of endemic plant Anabasis aretioïdes Coss. & Moq. (Chenopodiaceae). Biomed Res Int. https://doi.org/10.1155/2020/6152932
Re R, Pellegrini N, Proteggente A, Pannala A, Yang M, Rice-Evans C (1999) Antioxidant activity applying an improved ABTS radical cation decolorization assay. Free Radic Biol Med 26:1231–1237. https://doi.org/10.1016/s0891-5849(98)00315-3
Benzie IF, Strain JJ (1996) The ferric reducing ability of plasma (FRAP) as a measure of “antioxidant power”: the FRAP assay. Anal Biochem 239:70–76. https://doi.org/10.1006/abio.1996.0292
Oyaizu M (1986) Studies on products of browning reactions prepared from glucosamine. Jpn J Nutr 44:307–315. https://doi.org/10.5264/eiyogakuzashi.44.307
Gaussian09 RA.: 1, Frisch MJ, trucks GW, schlegelhb, scuseria GE., robb MA, Cheeseman JR, Scalmani G, Barone V, Mennucci B, Peterson GA and al (2009) Gaussian IncWallingford CT 121: 150–166
Wright JS, Johnson ER, DiLabio GA (2001) Predicting the activity of phenolic antioxidants: theoretical method, analysis of substituent effects, and application to major families of antioxidants. J Am Chem Soc 123:1173–1183. https://doi.org/10.1021/ja002455u
Pop R, Ştefănut MN, Căta A, Tănasie C, Medeleanu M (2012) Ab initio study regarding the evaluation of the antioxidant character of cyanidin, delphinidin and malvidin. Cent Eur J Chem 10:180–186. https://doi.org/10.2478/s11532-011-0128-1
Anatoliotakis N, Deftereos S, Bouras G, Giannopoulos G, Tsounis D, Angelidis C, Kaoukis A, Stefanadis C (2013) Myeloperoxidase: expressing inflammation and oxidative stress in cardiovascular disease. Curr Top Med Chem 13:115–138. https://doi.org/10.2174/1568026611313020004
Khan AA, Alsahli MA, Rahmani AH (2018) Myeloperoxidase as an active disease biomarker: recent biochemical and pathological perspectives. Med Sci (Basel) 6:33. https://doi.org/10.3390/medsci6020033
Morris GM, Huey R, Lindstrom W, Sanner MF, Belew RK, Goodsell DS, Olson AJ (2009) AutoDock4 and AutoDockTools4: automated docking with selective receptor flexibility. J Comput Chem 30:2785–2791. https://doi.org/10.1002/jcc.21256
Ravi L, Kannabiran K (2016) A Handbook on protein-ligand docking tool: Autodock4. Innovare Journal of Medical Science 4:28–33
Berendsen HJC, Postma JPM, van Gunsteren WF, DiNola A, Haak JR (1984) Molecular dynamics with coupling to an external bath. J Chem Phys 81:3684–3690. https://doi.org/10.1063/1.448118
Halliwell B (1991) Reactive oxygen species in living systems: source, biochemistry, and role in human disease. Am J Med 91:14–22
Hochestein AS (1998) Atallah, The nature of antioxidant systems in the inhibition of mutation and cancer. Mutat Res 202:363–375. https://doi.org/10.1016/0027-5107(88)90198-4
Kappus HIO, Aruoma B Halliwell (Eds.) (1991) Lipid peroxidation: mechanism and biological relevance in the book free radicals and food additives [M]. London, Taylor and Francis Ltd 59–75
Aktumsek A, Zengin G, Guler GO, Cakmak YS, Duran A (2013) Antioxidant potentials and anticholinesterase activities of methanolic and aqueous extracts of three endemic Centaurea L. species. Food Chem Toxicol 55:290–296. https://doi.org/10.1016/j.fct.2013.01.018
Zhang A, Fang Y, Wang H, Li H, Zhang Z (2011) Free-radical scavenging properties and reducing power of grape cane extracts from 11 selected grape cultivars widely grown in China. Molecules 16:10104–10122. https://doi.org/10.3390/molecules161210104
Ebrahimzadeh MA, Nabavi SM, Nabavi SF, Bahramian F, Bekhradnia AR (2010) Antioxidant and free radical scavenging activity of H. officinalis L. Var. angustifolius, V. odorata, B. hyrcana and C. speciosum. Pak J Pharm Sci 23:29–34
Halliwell B, Gutteridge JMC (1999) Free radicals in biology and medicine, 3rd edn. Oxford University Press, London, UK, pp 608–610
Moura DJ, Richter MF, Boeira JM, Pegas Henriques JA, Saffi J (2007) Antioxidant properties of beta-carboline alkaloids are related to their antimutagenic and antigenotoxic activities. Mutagenesis 22:293–302. https://doi.org/10.1093/mutage/gem016
Song Y, Kesuma D, Wang J, Deng Y, Duan J, Wang JH, Qi RZ (2004) Specific inhibition of cyclin-dependent kinases and cell proliferation by harmine. Biochem Biophys Res Commun 317:128–132. https://doi.org/10.1016/j.bbrc.2004.03.019
Zaker F, Oody A, Arjmand A (2007) A study on the antitumoral and differentiation effects of Peganum harmala derivatives in combination with ATRA on leukaemic cells. Arch Pharm Res 30:844–849. https://doi.org/10.1007/BF02978835
Herraiz T, González D, Ancín-Azpilicueta C, Arán VJ, Guillén H (2010) beta-Carboline alkaloids in Peganum harmala and inhibition of human [MAO]. Food Chem Toxicol 48:839–845. https://doi.org/10.1016/j.fct.2009.12.019
Hamsa TP, Kuttan G (2010) Harmine inhibits tumour specific neovessel formation by regulating VEGF, MMP, TIMP and proinflammatory mediators both in vivo and in vitro. Eur J Pharmacol 649:64–73. https://doi.org/10.1016/j.ejphar.2010.09.010
Ma Y, Wink M (2010) The beta-carboline alkaloid harmine inhibits BCRP and can reverse resistance to the anticancer drugs mitoxantrone and camptothecin in breast cancer cells. Phytother Res 24:146–149. https://doi.org/10.1002/ptr.2860
Halliwell B (1996) Antioxidants in human health and disease. Annu Rev Nutr 16:33–50. https://doi.org/10.1146/annurev.nu.16.070196.000341
Valko M, Leibfritz D, Moncol J, Cronin MT, Mazur M, Telser J (2007) Free radicals and antioxidants in normal physiological functions and human disease. Int J Biochem Cell Biol 39:44–84. https://doi.org/10.1016/j.biocel.2006.07.001
Chatterjee M, Saluja R, Kanneganti S, Chinta S, Dikshit M (2007) Biochemical and molecular evaluation of neutrophil NOS in spontaneously hypertensive rats. Cell Mol Biol 53:84–93
Ao C, Deba F, Tako M, Tawata S (2009) Biological activity and composition of extract from aerial root of Ficus microcarpa L. fil. Int J Food Sci Technol 44:349–358
Rajurkar NS, Hande SM (2011) Estimation of phytochemical content and antioxidant activity of some selected traditional Indian medicinal plants. Indian J Pharm Sci 73:146–151. https://doi.org/10.4103/0250-474x.91574
Duh PD (1998) Antioxidant activity of burdock (Arctium lappa Linne): its scavenging effect on free-radical and active oxygen. J Am Oil Chem Soc 75:455–461. https://doi.org/10.1007/s11746-998-0248-8
Gordon JR, Galli SJ (1990) Mast cells as a source of both preformed and immunologically inducible TNF-α/cachectin. Nature 346:274–276. https://doi.org/10.1038/346274a0
Phatak RS, Hendre AS (2014) Total antioxidant capacity (TAC) of fresh leaves of Kalanchoe pinnata. J Pharmacogn Phytochem 2:32–35
Prior RL, Wu X, Schaich K (2005) Standardized methods for the determination of antioxidant capacity and phenolics in foods and dietary supplements. J Agric Food Chem 53:4290‐4302. https://doi.org/10.1021/jf0502698
Pires DE, Blundell TL, Ascher DB (2015) pkCSM: predicting small-molecule pharmacokinetic and toxicity properties using graph-based signatures. J Med Chem 58:4066–4072. https://doi.org/10.1021/acs.jmedchem.5b00104
Acknowledgements
The authors wish to thank the Sidi Mohamed Ben Abdellah University (USMBA) of Fez, Morocco.
Funding
This study was supported by the Sidi Mohamed Ben Abdellah University (USMBA) of Fez, Morocco.
Author information
Authors and Affiliations
Contributions
SS performed experimental studies, statistical analysis, and manuscript preparation. FL designed the experiments and consistent guidance; analyzed the data, manuscript preparation, and review; edited the final version; and submitted it for publication. TA in silico studies and manuscript preparation. HT designed the experiments and provided consistent guidance and manuscript preparation and review.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare no competing interests.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Senhaji, S., Lamchouri, F., Akabli, T. et al. In vitro antioxidant activities of five β-carboline alkaloids, molecular docking, and dynamic simulations. Struct Chem 33, 883–895 (2022). https://doi.org/10.1007/s11224-022-01886-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11224-022-01886-3