Skip to main content
Log in

Molecular dynamics simulation of siRNA loading into a nanoemulsion as a potential carrier

  • Original Paper
  • Published:
Journal of Molecular Modeling Aims and scope Submit manuscript

Abstract

Nanoemulsions are used as drug delivery carriers for different types of systems. Nanoemulsions can enhance solubilization property of poorly water-soluble drugs and increase the drug loading. In this study, we used a nanoemulsion composed of benzalkonium chloride as surfactant, cyclohexane as oil phase, and ethanol as co-surfactant in water, to load small interfering RNA (siRNA) molecule. The system was investigated by three coarse-grained molecular dynamics simulations. The results showed that siRNA attached to benzalkonium chloride on the surface of the nanoemulsion and the oil beads were located in the hydrophobic core of the nanoemulsion, which made its size larger. The ethanol beads distributed throughout the system and did not enter to the hydrophilic shell of the nanoemulsion. The nanoemulsion structure was a compact prolate ellipsoid shape, before and after carrying the siRNA. The average value of radius of gyration of the nanoemulsion was 1.68 nm before and after joining siRNA and the average value of physical radius was 2.17 nm.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  1. Burnett JC, Rossi JJ, Tiemann K (2011) Current progress of siRNA/shRNA therapeutics in clinical trials. Biotechnol J 6(9):1130–1146

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  2. Wang J, Lu Z, Wientjes MG, Au JL-S (2010) Delivery of siRNA therapeutics: barriers and carriers. AAPS J 12(4):492–503

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Lin G, Chen C-K, Yin F, Yang C, Tian J, Chen T, Xu G, He C, Lin MC-M, Wang J, Lu F, Wang X, Yong K-T (2017) Biodegradable nanoparticles as siRNA carriers for in vivo gene silencing and pancreatic cancer therapy. J Mater Chem B 5(18):3327–3337. https://doi.org/10.1039/C6TB03116A

    Article  CAS  PubMed  Google Scholar 

  4. Patravale V, Dandekar P, Jain R (2012) Nanoparticulate systems as drug carriers: the need. In: Nanoparticulate drug delivery, 1st edn. Woodhead Publishing, Delhi, pp 1–28

  5. Jain R, Patravale VB (2009) Development and evaluation of nitrendipine nanoemulsion for intranasal delivery. J Biomed Nanotechnol 5(1):62–68

    Article  CAS  PubMed  Google Scholar 

  6. Kotta S, Khan AW, Pramod K, Ansari SH, Sharma RK, Ali J (2012) Exploring oral nanoemulsions for bioavailability enhancement of poorly water-soluble drugs. Expert Opin Drug Deliv 9(5):585–598

    Article  CAS  PubMed  Google Scholar 

  7. Mason T, Wilking J, Meleson K, Chang C, Graves S (2006) Nanoemulsions: formation, structure, and physical properties. J Phys Condens Matter 18(41):R635

    Article  CAS  Google Scholar 

  8. Delmas T, Piraux H, Couffin A-C, Texier I, Fo V, Poulin P, Cates ME, Bibette J (2011) How to prepare and stabilize very small nanoemulsions. Langmuir 27(5):1683–1692

    Article  CAS  PubMed  Google Scholar 

  9. Mulder I, Siemens J, Sentek V, Amelung W, Smalla K, Jechalke S (2018) Quaternary ammonium compounds in soil: implications for antibiotic resistance development. Rev Environ Sci Biotechnol 17(1):159–185

    Article  CAS  Google Scholar 

  10. Khachane P, Jain A, Dhawan V, Joshi G, Date A, Mulherkar R, Nagarsenker M (2015) Cationic nanoemulsions as potential carriers for intracellular delivery. Saudi Pharm J 23(2):188–194

    Article  CAS  PubMed  Google Scholar 

  11. Yadav S, Gandham SK, Panicucci R, Amiji MM (2016) Intranasal brain delivery of cationic nanoemulsion-encapsulated TNFα siRNA in prevention of experimental neuroinflammation. Nanomedicine 12(4):987–1002

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Chen G, Wang K, Wu P, Wang Y, Zhou Z, Yin L, Sun M, Oupický D (2018) Development of fluorinated polyplex nanoemulsions for improved small interfering RNA delivery and cancer therapy. Nano Res 11(7):3746–3761

    Article  CAS  Google Scholar 

  13. Marrink SJ, Risselada HJ, Yefimov S, Tieleman DP, De Vries AH (2007) The MARTINI force field: coarse grained model for biomolecular simulations. J Phys Chem B 111(27):7812–7824

    Article  CAS  PubMed  Google Scholar 

  14. Bereau T, Kremer K (2015) Automated parametrization of the coarse-grained Martini force field for small organic molecules. J Chem Theory Comput 11(6):2783–2791

    Article  CAS  PubMed  Google Scholar 

  15. Uusitalo JJ, Ingólfsson HI, Marrink SJ, Faustino I (2017) Martini coarse-grained force field: extension to RNA. Biophys J 113(2):246–256

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. Seyedhassantehrani N, Karimi R, Tavoosidana G, Amani A (2017) Concurrent study of stability and cytotoxicity of a novel nanoemulsion system–an artificial neural networks approach. Pharm Dev Technol 22(3):383–389. https://doi.org/10.1080/10837450.2016.1212878

    Article  CAS  PubMed  Google Scholar 

  17. Pirhadi S, Amani A (2020) Molecular dynamics simulation of self-assembly in a nanoemulsion system. Chem Pap 74(8):2443–2448. https://doi.org/10.1007/s11696-020-01050-3

    Article  CAS  Google Scholar 

  18. Faujan NH, Karjiban RA, Kashaban I, Basri M, Basri H (2015) Computational simulation of palm kernel oil-based esters nano-emulsions aggregation as a potential parenteral drug delivery system. Arab J Chem 12(8):2372–2383

    Article  Google Scholar 

  19. Karjiban RA, Basri M, Rahman MBA, Salleh AB (2012) Structural properties of nonionic Tween 80 micelle in water elucidated by molecular dynamics simulation. APCBEE Procedia 3:287–297

    Article  Google Scholar 

Download references

Funding

This work was supported by Tehran University of Medical Sciences grant number 95-02-181-32474.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Amir Amani.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

ESM 1

(DOCX 1139 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Pirhadi, S., Amani, A. Molecular dynamics simulation of siRNA loading into a nanoemulsion as a potential carrier. J Mol Model 26, 215 (2020). https://doi.org/10.1007/s00894-020-04471-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s00894-020-04471-9

Keywords

Navigation