International Journal of Molecular Biotechnological Research Original Research

Molecular Docking of Nigella Sativa Phytocompound as Inhibitors of Transcription Factors NF-KB Implicated in Rheumatoid Arthritis

  1. Amaani . Department of Bioinformatics, BioNome, Hennur Gardens

Abstract

Objectives: Nigella sativa, a plant considered around the world as the most treasured nutrient-rich herb for centuries together in different civilizations, is exceptionally known for its high levels of antioxidant properties. Free radical intensification due to oxidative stress plays a key role in the pathogenesis of rheumatoid arthritis by activating the NF-KB protein that regulates the expression of the genes involved in inflammation.

Methods: This study involves in-silico approach to validate the antioxidant properties of the phytocompounds obtained from Nigella sativa in inhibiting the protein activity of NF-KB by contemplating the binding affinity of the phytochemicals with the target macromolecule virtually by Molecular Docking (PyRx).

Results: Phytochemical compounds that surpassed the ADME test were screened based on the binding affinity against the protein. Ligands showing values less than -6 kcal/mol were further visualized, and the computation results manifested phytocompound Nigellone (Dithymoquinone) had the strongest binding affinity against the protein NF-KB, recommending the compound for future therapeutic interventions in the treatment of RA

Keywords

References (50)

  1. Ferreira HB, Melo T, Paiva A, Domingues MDR. Insights in the Role of Lipids, Oxidative Stress and Inflammation in Rheumatoid Arthritis Unveiled by New Trends in Lipidomic Investigations. Antioxidants. 2021;10(1):45. doi:10.3390/antiox10010045
  2. Black RJ, Cross M, Haile LM, Culbreth GT, Steinmetz JD, Hagins H, et al. Global, regional, and national burden of rheumatoid arthritis, 1990–2020, and projections to 2050: a systematic analysis of the Global Burden of Disease Study 2021. The Lancet Rheumatology. 2023;5(10):e594-e610. doi:10.1016/s2665-9913(23)00211-4
  3. Jahid M, Khan KU, Rehan-Ul-Haq, Ahmed RS. Overview of rheumatoid arthritis and scientific understanding of the disease. Mediterr J Rheumatol. 2024;34(3):284.
  4. Cross M, Smith E, Hoy D, Carmona L, Wolfe F, Vos T, et al. The global burden of rheumatoid arthritis: estimates from the Global Burden of Disease 2010 study. Annals of the Rheumatic Diseases. 2014;73(7):1316-1322. doi:10.1136/annrheumdis-2013-204627
  5. Hunter TM, Boytsov NN, Zhang X, Schroeder K, Michaud K, Araujo AB. Prevalence of rheumatoid arthritis in the United States adult population in healthcare claims databases, 2004–2014. Rheumatology International. 2017;37(9):1551-1557. doi:10.1007/s00296-017-3726-1
  6. Tanner S, Dufault B, Smolik I, Meng X, Anaparti V, Hitchon C, et al. A prospective study of the development of inflammatory arthritis in the family members of Indigenous North American people with rheumatoid arthritis. Arthritis Rheumatol. 2019;71(9):1494–1503. doi:10.1002/art. 40880.
  7. du Montcel ST, Michou L, Petit-Teixeira E, Osorio J, Lemaire I, Lasbleiz S, et al. New classification of HLA–DRB1 alleles supports the shared epitope hypothesis of rheumatoid arthritis susceptibility. Arthritis Rheumatol. 2005;52(4):1063–1068. doi:10. 1002/art. 20989.
  8. Maisha JA, El-Gabalawy HS, O’Neil LJ. Modifiable risk factors linked to the development of rheumatoid arthritis: evidence, immunological mechanisms and prevention. Frontiers in Immunology. 2023;14. doi:10.3389/fimmu.2023.1221125
  9. Wang X, Fan D, Cao X, Ye Q, Wang Q, Zhang M, et al. The Role of Reactive Oxygen Species in the Rheumatoid Arthritis-Associated Synovial Microenvironment. Antioxidants. 2022;11(6):1153. doi:10.3390/antiox11061153
  10. Fonseca LJSD, Nunes-Souza V, Goulart MOF, Rabelo LA. Oxidative Stress in Rheumatoid Arthritis: What the Future Might Hold regarding Novel Biomarkers and Add-On Therapies. Oxidative Medicine and Cellular Longevity. 2019;2019:1-16. doi:10.1155/2019/7536805
  11. Sehnert B, Burkhardt H, Dübel S, Voll RE. Cell-Type Targeted NF-kappaB Inhibition for the Treatment of Inflammatory Diseases. Cells. 2020;9(7):1627. doi:10.3390/cells9071627
  12. Jimi E, Huang F, Nakatomi C. NF-κB signaling regulates physiological and pathological chondrogenesis. Int J Mol Sci. 2019;20(24):6275. doi:10. 3390/ijms20246275.
  13. Zielińska M, Dereń K, Polak-Szczybyło E, Stępień AE. The Role of Bioactive Compounds of Nigella sativa in Rheumatoid Arthritis Therapy—Current Reports. Nutrients. 2021;13(10):3369. doi:10.3390/nu13103369
  14. Tekeoglu I, Dogan A, Ediz L, Budancamanak M, Demirel A. Effects of thymoquinone (volatile oil of black cumin) on rheumatoid arthritis in rat models. Phytotherapy Research. 2007;21(9):895-897. doi:10.1002/ptr.2143
  15. Hadi V, Naseh P, Mahsa M, Elyas NE, Gholizadeh NJ, Saeid H. Nigella sativa in controlling type 2 diabetes, cardiovascular, and rheumatoid arthritis diseases molecular aspects. J Res Med Sci. 2021;26(1):20. doi:4103/jrms.JRMS_236_20.
  16. Radu AF, Bungau SG. Management of Rheumatoid Arthritis: An Overview. Cells. 2021;10(11):2857. doi:10.3390/cells10112857
  17. Long Z, Xiang W, He Q, Xiao W, Wei H, Li H, et al. Efficacy and safety of dietary polyphenols in rheumatoid arthritis: A systematic review and meta-analysis of 47 randomized controlled trials. Frontiers in Immunology. 2023;14. doi:10.3389/fimmu.2023.1024120
  18. Salehi B, Quispe C, Imran M, Ul-Haq I, Živković J, Abu-Reidah IM, et al. Nigella Plants – Traditional Uses, Bioactive Phytoconstituents, Preclinical and Clinical Studies. Frontiers in Pharmacology. 2021;12. doi:10.3389/fphar.2021.625386
  19. Dalli M, Bekkouch O, Azizi SE, Azghar A, Gseyra N, Kim B. Nigella sativa L. Phytochemistry and Pharmacological Activities: A Review (2019–2021). Biomolecules. 2021;12(1):20. doi:10.3390/biom12010020
  20. Berman HM, Battistuz T, Bhat TN, Bluhm WF, Bourne PE, Burkhardt K, et al. The Protein Data Bank. Acta Crystallographica Section D Biological Crystallography. 2002;58(6):899-907. doi:10.1107/s0907444902003451
  21. Kemmish H, Fasnacht M, Yan L. Fully automated antibody structure prediction using BIOVIA tools: Validation study. PLOS ONE. 2017;12(5):e0177923. doi:10.1371/journal.pone.0177923
  22. Mohanraj K, Karthikeyan BS, Vivek-Ananth RP, Chand RPB, Aparna SR, Mangalapandi P, et al. IMPPAT: A curated database of Indian Medicinal Plants, Phytochemistry And Therapeutics. Scientific Reports. 2018;8(1). doi:10.1038/s41598-018-22631-z
  23. Kim S, Thiessen PA, Bolton EE, Chen J, Fu G, Gindulyte A, et al. PubChem Substance and Compound databases. Nucleic Acids Research. 2015;44(D1):D1202-D1213. doi:10.1093/nar/gkv951
  24. Daina A, Michielin O, Zoete V. SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules. Scientific Reports. 2017;7(1). doi:10.1038/srep42717
  25. Dallakyan S, Olson AJ. Small-Molecule Library Screening by Docking with PyRx. Methods in Molecular Biology. 2014:243-250. doi:10.1007/978-1-4939-2269-7_19
  26. Laskowski RA, Jabłońska J, Pravda L, Vařeková RS, PDBsum JT. Structural summaries of PDB entries. 2018;27. doi:10.1002/pro.;3289:129-34.
  27. http://cib. cf. ocha. ac. jp/bitool/EMBOSS-6. 0. 1/doc/programs/master/emboss/apps/pepstats. html.
  28. Cramer P, Larson CJ, Verdine GL, Müller CW. Structure of the human NF‐κB p52 homodimer‐DNA complex at 2.1 Å resolution. The EMBO Journal. 1997;16(23):7078-7090. doi:10.1093/emboj/16.23.7078
  29. Jendele L, Krivak R, Skoda P, Novotny M, Hoksza D. PrankWeb: a web server for ligand binding site prediction and visualization. Nucleic Acids Res. 2019;47(W1):W345–349. doi:10. 1093/nar/gkz424.
  30. Tian W, Chen C, Lei X, Zhao J, Liang J. CASTp 3.0: computed atlas of surface topography of proteins. Nucleic Acids Research. 2018;46(W1):W363-W367. doi:10.1093/nar/gky473
  31. Venables P, Maini RN. Diagnosis and differential diagnosis of rheumatoid arthritis. UpToDate2012. 2014.
  32. Rossetti M, Spreafico R, Consolaro A, Leong JY, Chua C, Massa M, et al. TCR repertoire sequencing identifies synovial Treg cell clonotypes in the bloodstream during active inflammation in human arthritis. Annals of the Rheumatic Diseases. 2017;76(2):435-441. doi:10.1136/annrheumdis-2015-208992
  33. Long H, Yin H, Wang L, Gershwin ME, Lu Q. The critical role of epigenetics in systemic lupus erythematosus and autoimmunity. J Autoimmun. 2016;74:118–138. doi:10.1016/j.jaut.2016.06. 020.
  34. Khan MF, Wang G. Environmental agents, oxidative stress and autoimmunity. Current Opinion in Toxicology. 2018;7:22-27. doi:10.1016/j.cotox.2017.10.012
  35. Smallwood MJ, Nissim A, Knight AR, Whiteman M, Haigh R, Winyard PG. Oxidative stress in autoimmune rheumatic diseases. Free Radical Biology and Medicine. 2018;125:3-14. doi:10.1016/j.freeradbiomed.2018.05.086
  36. Dröge W. Free radicals in the physiological control of cell function. Physiol Rev. 2002;82(1):47–95. doi:10.1152/physrev. 00018.2001.
  37. Schreck R, Rieber P, Baeuerle PA. Reactive oxygen intermediates as apparently widely used messengers in the activation of the NF‐kappa B transcription factor and HIV‐1. The EMBO Journal. 1991;10(8):2247-2258. doi:10.1002/j.1460-2075.1991.tb07761.x
  38. Rhee SG. Redox signaling: hydrogen peroxide as intracellular messenger. Experimental & Molecular Medicine. 1999;31(2):53-59. doi:10.1038/emm.1999.9
  39. Kondo N, Kanai T, Okada M. Rheumatoid Arthritis and Reactive Oxygen Species: A Review. Current Issues in Molecular Biology. 2023;45(4):3000-3015. doi:10.3390/cimb45040197
  40. Makarov SS. NF-kappaB in rheumatoid arthritis: a pivotal regulator of inflammation, hyperplasia, and tissue destruction. Arthritis Res Ther. 2001;3:200. doi:10.1186/ar300.
  41. Mitchell S, Vargas J, Hoffmann A. Signaling via the NFκB system. WIREs Systems Biology and Medicine. 2016;8(3):227-241. doi:10.1002/wsbm.1331
  42. Hayden MS, Ghosh S. Shared Principles in NF-κB Signaling. Cell. 2008;132(3):344-362. doi:10.1016/j.cell.2008.01.020
  43. Lingappan K. NF-κB in oxidative stress. Current Opinion in Toxicology. 2018;7:81-86. doi:10.1016/j.cotox.2017.11.002
  44. Seymour M, Pétavy F, Chiesa F, Perry H, Lukey PT, Binks M, et al. Ultrasonographic measures of synovitis in an early phase clinical trial: a double-blind, randomised, placebo and comparator controlled phase IIa trial of GW274150 (a selective inducible nitric oxide synthase inhibitor) in rheumatoid arthritis. Clin Exp Rheumatol. 2012;30(2):254–261.
  45. Dey S, Bishayi B. Effect of iNOS inhibitor LNMMA along with antibiotics Chloramphenicol or Ofloxacin in murine peritoneal macrophages regulates S.aureus infection as well as inflammation: An in vitro study. Microbial Pathogenesis. 2017;105:307-320. doi:10.1016/j.micpath.2017.02.031
  46. Bullock J, Rizvi SAA, Saleh AM, Ahmed SS, Do DP, Ansari RA, et al. Rheumatoid Arthritis: A Brief Overview of the Treatment. Medical Principles and Practice. 2018;27(6):501-507. doi:10.1159/000493390
  47. Nasim N, Sandeep IS, Mohanty S. Plant-derived natural products for drug discovery: current approaches and prospects. The Nucleus. 2022;65(3):399-411. doi:10.1007/s13237-022-00405-3
  48. Ahmad A, Husain A, Mujeeb M, Khan SA, Najmi AK, Siddique NA, et al. A review on therapeutic potential of Nigella sativa: A miracle herb. Asian Pacific Journal of Tropical Biomedicine. 2013;3(5):337-352. doi:10.1016/s2221-1691(13)60075-1
  49. Arjumand S, Shahzad M, Shabbir A, Yousaf MZ. Thymoquinone attenuates rheumatoid arthritis by downregulating TLR2, TLR4, TNF-α, IL-1, and NFκB expression levels. Biomedicine & Pharmacotherapy. 2019;111:958-963. doi:10.1016/j.biopha.2019.01.006
  50. Hadi V, Kheirouri S, Alizadeh M, Khabbazi A, Hosseini H. Effects of Nigella sativa oil extract on inflammatory cytokine response and oxidative stress status in patients with rheumatoid arthritis: A randomized; double-blind; placebo-controlled clinical trial. Avicenna J Phytomed. 2016;6(1):34–43.