Skip to main content

Advertisement

Log in

Toward the Establishment of Standardized In Vitro Tests for Lipid-Based Formulations, Part 3: Understanding Supersaturation Versus Precipitation Potential During the In Vitro Digestion of Type I, II, IIIA, IIIB and IV Lipid-Based Formulations

  • Research Paper
  • Published:
Pharmaceutical Research Aims and scope Submit manuscript

Abstract

Purpose

Recent studies have shown that digestion of lipid-based formulations (LBFs) can stimulate both supersaturation and precipitation. The current study has evaluated the drug, formulation and dose-dependence of the supersaturation – precipitation balance for a range of LBFs.

Methods

Type I, II, IIIA/B LBFs containing medium-chain (MC) or long-chain (LC) lipids, and lipid-free Type IV LBF incorporating different doses of fenofibrate or tolfenamic acid were digested in vitro in a simulated intestinal medium. The degree of supersaturation was assessed through comparison of drug concentrations in aqueous digestion phases (APDIGEST) during LBF digestion and the equilibrium drug solubility in the same phases.

Results

Increasing fenofibrate or tolfenamic acid drug loads (i.e., dose) had negligible effects on LC LBF performance during digestion, but promoted drug crystallization (confirmed by XRPD) from MC and Type IV LBF. Drug crystallization was only evident in instances when the calculated maximum supersaturation ratio (SRM) was >3. This threshold SRM value was remarkably consistent across all LBF and was also consistent with previous studies with danazol.

Conclusions

The maximum supersaturation ratio (SRM) provides an indication of the supersaturation ‘pressure’ exerted by formulation digestion and is strongly predictive of the likelihood of drug precipitation in vitro. This may also prove effective in discriminating the in vivo performance of LBFs.

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

Access this article

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

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

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11

Similar content being viewed by others

Explore related subjects

Discover the latest articles, news and stories from top researchers in related subjects.

References

  1. Porter CJH, Trevaskis NL, Charman WN. Lipids and lipid-based formulations: optimizing the oral delivery of lipophilic drugs. Nat Rev Drug Discov. 2007;6:231–48.

    Article  PubMed  CAS  Google Scholar 

  2. Williams HD, Trevaskis NL, Charman SA, Shanker RM, Charman WN, Pouton CW, et al. Strategies to address low drug solubility in discovery and development. Pharmacol Rev. 2013;65:315–499.

    Article  PubMed  CAS  Google Scholar 

  3. Hauss DJ. Enhancing the bioavailability of poorly water-soluble drugs. New York: Informa Healthcare; 2007.

    Google Scholar 

  4. Charman SA, Charman WN, Rogge MC, Wilson TD, Dutko FJ, Pouton CW. Self-emulsifying drug delivery systems: formulation and biopharmaceutic evaluation of an investigational lipophilic compound. Pharm Res. 1992;9:87–93.

    Article  PubMed  CAS  Google Scholar 

  5. Porter CJH, Kaukonen AM, Boyd BJ, Edwards GA, Charman WN. Susceptibility to lipase-mediated digestion reduces the oral bioavailability of danazol after administration as a medium-chain lipid-based microemulsion formulation. Pharm Res. 2004;21:1405–12.

    Article  PubMed  CAS  Google Scholar 

  6. Porter CJH, Pouton CW, Cuine JF, Charman WN. Enhancing intestinal drug solubilisation using lipid-based delivery systems. Adv Drug Deliv Rev. 2008;60:673–91.

    Article  PubMed  CAS  Google Scholar 

  7. Constantinides PP, Wasan KM. Lipid formulation strategies for enhancing intestinal transport and absorption of P-glycoprotein (P-gp) substrate drugs: in vitro/in vivo case studies. J Pharm Sci. 2007;96:235–48.

    Article  PubMed  CAS  Google Scholar 

  8. Lindmark T, Kimura Y, Artursson P. Absorption enhancement through intracellular regulation of tight junction permeability by medium chain fatty acids in Caco-2 cells. J Pharmacol Exp Ther. 1998;284:362–9.

    PubMed  CAS  Google Scholar 

  9. Goole J, Lindley DJ, Roth W, Carl SM, Amighi K, Kauffmann JM, et al. The effects of excipients on transporter mediated absorption. Int J Pharm. 2010;393:17–31.

    Article  PubMed  CAS  Google Scholar 

  10. Trevaskis NL, Porter CJH, Charman WN. An examination of the interplay between enterocyte-based metabolism and lymphatic drug transport in the rat. Drug Metab Dispos. 2006;34:729–33.

    Article  PubMed  CAS  Google Scholar 

  11. Patel JP, Brocks DR. The effect of oral lipids and circulating lipoproteins on the metabolism of drugs. Expert Opin Drug Metab Toxicol. 2009;5:1385–98.

    Article  PubMed  CAS  Google Scholar 

  12. Trevaskis NL, Charman WN, Porter CJH. Lipid-based delivery systems and intestinal lymphatic drug transport: a mechanistic update. Adv Drug Deliv Rev. 2008;60:702–16.

    Article  PubMed  CAS  Google Scholar 

  13. O’Driscoll CM. Lipid-based formulations for intestinal lymphatic delivery. [Review] [85 refs]. Eur J Pharm Sci. 2002;15:405–15.

    Article  PubMed  Google Scholar 

  14. Anby MU, Williams HD, McIntosh M, Benameur H, Edwards GA, Pouton CW, et al. Lipid digestion as a trigger for supersaturation: in vitro and in vivo evaluation of the utility of polymeric precipitation inhibitors in self emulsifying drug delivery systems. Mol Pharm. 2012;9:2063–79.

    Article  CAS  Google Scholar 

  15. Gao P, Akrami A, Alvarez F, Hu J, Li L, Ma C, et al. Characterization and optimization of AMG 517 Supersaturatable Self-Emulsifying Drug Delivery System (S-SEDDS) for improved oral absorption. J Pharm Sci. 2009;98:516–28.

    Article  PubMed  CAS  Google Scholar 

  16. Brouwers J, Brewster ME, Augustijns P. Supersaturating drug delivery systems: the answer to solubility-limited oral bioavailability? J Pharm Sci. 2009;98:2549–72.

    Article  PubMed  CAS  Google Scholar 

  17. Pouton CW. Formulation of poorly water-soluble drugs for oral administration: physicochemical and physiological issues and the lipid formulation classification system. Eur J Pharm Sci. 2006;29:278–87.

    Article  PubMed  CAS  Google Scholar 

  18. Yeap YY, Trevaskis NL, Quach T, Tso P, Charman WN, and Porter CJH. Intestinal bile secretion promotes drug absorption from lipid colloidal phases via induction of supersaturation. Mol Pharmaceut. 2013. doi:10.1021/mp3006566

  19. Yeap YY, Trevaskis NL, and Porter CJH. The acidic microclimate of the intestinal unstirred water layer can promote drug absorption from long-chain mixed micelles via induction of supersaturation at the absorptive site. Pharm Res. This issue:2013.

  20. Williams HD, Anby MU, Sassene P, Kleberg K, Bakala N’Goma JC, Calderone M, et al. Toward the establishment of standardized in vitro tests for lipid-based formulations: 2) The effect of bile salt concentration and drug loading on the performance of Type I, II, IIIA, IIIB and IV formulations during in vitro digestion. Mol Pharm. 2012;9:3286–300.

    Article  PubMed  CAS  Google Scholar 

  21. James PF. Kinetics of crystal nucleation in silicate-glasses. J Non-Cryst Solids. 1985;73:517–40.

    Article  CAS  Google Scholar 

  22. Turnbull D, Fischer JC. Rate of nucleation in condensed systems. J Chem Phys. 1949;17:71–3.

    Article  CAS  Google Scholar 

  23. Cuine JF, Charman WN, Pouton CW, Edwards GA, Porter CJH. Increasing the proportional content of surfactant (Cremophor EL) relative to lipid in self-emulsifying lipid-based formulations of danazol reduces oral bioavailability in beagle dogs. Pharm Res. 2007;24:748–57.

    Article  PubMed  CAS  Google Scholar 

  24. Dahan A, Hoffman A. Use of a dynamic in vitro lipolysis model to rationalize oral formulation development for poor water soluble drugs: correlation with in vivo data and the relationship to intra-enterocyte processes in rats. Pharm Res. 2006;23:2165–74.

    Article  PubMed  CAS  Google Scholar 

  25. Williams HD, Sassene P, Kleberg K, Bakala N’Goma JC, Calderone M, Jannin V, et al. Toward the establishment of standardized in vitro tests for lipid-based formulations: 1) Method parameterization and comparison of in vitro digestion profiles across a range of representative formulations. J Pharm Sci. 2012;101:3360–80.

    Article  PubMed  CAS  Google Scholar 

  26. Sassene P, Kleberg K, Williams HD, Bakala N’Goma JC, Calderone M, Jannin V, et al. Toward the establishment of standardized in vitro tests for lipid-based formulations: 3) Effect of calcium and pancreatin concentration. In preparation 2013.

  27. Van Speybroeck M, Mellaerts R, Mols R, Do Thi T, Martens JA, Van Humbeeck J, et al. Enhanced absorption of the poorly soluble drug fenofibrate by tuning its release rate from ordered mesoporous silica. Eur J Pharm Sci. 2010;41:623–30.

    Article  PubMed  Google Scholar 

  28. Munoz A, Guichard JP, Reginault P. Micronized fenofibrate. Atherosclerosis. 1994;110:S45–8.

    Article  PubMed  CAS  Google Scholar 

  29. Vogt M, Kunath K, Dressman JB. Dissolution enhancement of fenofibrate by micronization, cogrinding and spray-drying: Comparison with commercial preparations. Eur J Pharm Biopharm. 2008;68:283–8.

    Article  PubMed  CAS  Google Scholar 

  30. Bergstroem CAS, Wassvik CM, Johansson K, Hubatsch I. Poorly soluble marketed drugs display solvation limited solubility. J Med Chem. 2007;50:5858–62.

    Article  CAS  Google Scholar 

  31. Osterberg T, Svensson M, Lundahl P. Chromatographic retention of drug molecules on immobilised liposomes prepared from egg phospholipids and from chemically pure phospholipids. Eur J Pharm Sci. 2001;12:427–39.

    Article  PubMed  CAS  Google Scholar 

  32. Fagerberg JH, Al-Tikriti Y, Ragnarsson G, Bergstrom CAS. Ethanol effects on apparent solubility of poorly soluble drugs in simulated intestinal fluid. Mol Pharm. 2012;9:1942–52.

    Article  CAS  Google Scholar 

  33. Heinz A, Gordon KC, McGoverin CM, Rades T, Strachan CJ. Understanding the solid-state forms of fenofibrate - A spectroscopic and computational study. Eur J Pharm Biopharm. 2009;71:100–8.

    Article  PubMed  CAS  Google Scholar 

  34. Mattei A, Li T. Polymorph formation and nucleation mechanism of tolfenamic acid in solution: an investigation of pre-nucleation solute association. Pharm Res. 2012;29:460–70.

    Article  PubMed  CAS  Google Scholar 

  35. Anderson KV, Larsen S, Alhede B, Gelting N, Buchardt O. Characterization of two polymorphic forms of tolfenamic acid, N-(2-Methyl-3-chlorophenyl)anthranilic acid: their crystal structures and relative stabilities. J Chem Soc Perkin Trans. 1989;2:1443–7.

    Google Scholar 

  36. Thybo P, Kristensen J, Hovgaard L. Characterization and physical stability of tolfenamic Acid-PVP K30 solid dispersions. Pharm Dev Technol. 2007;12:43–53.

    Article  PubMed  CAS  Google Scholar 

  37. Surov AO, Szterner P, Zielenkiewicz W, Perlovich GL. Thermodynamic and structural study of tolfenamic acid polymorphs. J Pharm Biomed Anal. 2009;50:831–40.

    Article  PubMed  CAS  Google Scholar 

  38. Arnold YE, Imanidis G, Kuentz M. Study of drug concentration effects on in vitro lipolysis kinetics in medium-chain triglycerides by considering oil viscosity and surface tension. Eur J Pharm Sci. 2011;44:351–8.

    Article  PubMed  CAS  Google Scholar 

  39. Pudipeddi M, Serajuddin ATM. Trends in solubility of polymorphs. J Pharm Sci. 2005;94:929–39.

    Article  PubMed  CAS  Google Scholar 

  40. Murdande SB, Pikal MJ, Shanker RM, Bogner RH. Solubility advantage of amorphous pharmaceuticals, Part 3: is maximum solubility advantage experimentally attainable and sustainable? J Pharm Sci. 2011;100:4349–56.

    Article  CAS  Google Scholar 

  41. Sassene PJ, Knopp MM, Hesselkilde JZ, Koradia V, Larsen A, Rades T, et al. Precipitation of a poorly soluble model drug during in vitro lipolysis: characterization and dissolution of the precipitate. J Pharm Sci. 2010;99:4982–91.

    Article  PubMed  CAS  Google Scholar 

  42. Kossena GA, Boyd BJ, Porter CJH, Charman WN. Separation and characterization of the colloidal phases produced on digestion of common formulation lipids and assessment of their impact on the apparent solubility of selected poorly water-soluble drugs. J Pharm Sci. 2003;92:634–48.

    Article  PubMed  CAS  Google Scholar 

  43. Sek L, Porter CJH, Kaukonen AM, Charman WN. Evaluation of the in-vitro digestion profiles of long and medium chain glycerides and the phase behaviour of their lipolytic products. J Pharm Pharmacol. 2002;54:29–41.

    Article  PubMed  CAS  Google Scholar 

  44. Porter CJH, Kaukonen AM, Taillardat-Bertschinger A, Boyd BJ, O’Connor JM, Edwards GA, et al. Use of in vitro lipid digestion data to explain the in vivo performance of triglyceride-based oral lipid formulations of poorly water-soluble drugs: studies with halofantrine. J Pharm Sci. 2004;93:1110–21.

    Article  PubMed  CAS  Google Scholar 

  45. Baird JA, Van Eerdenbrugh B, Taylor LS. A classification system to assess the crystallization tendency of organic molecules from undercooled melts. J Pharm Sci. 2010;99:3787–806.

    Article  PubMed  CAS  Google Scholar 

  46. Mahlin D, Ponnambalam S, Hockerfelt MH, Bergstrom CAS. Toward in silico prediction of glass-forming ability from molecular structure alone: a screening tool in early drug development. Mol Pharm. 2011;8:498–506.

    Article  PubMed  CAS  Google Scholar 

  47. Devraj R, Williams HD, Warren DB, Porter CJH, and Pouton CW. Effect of different nonionic surfactants in self-emulsifying lipid formulations on supersaturation during in vitro digestion. Submitted, 2013.

  48. Williams HD, Pouton CW, and Porter CJH. Lipid-based formulations and drug supersaturation: Harnessing the unique benefits of the lipid digestion/absorption pathway. Pharm Res. This issue:2013.

  49. Bevernage J, Brouwers J, Annaert P, Augustijns P. Drug precipitation-permeation interplay: supersaturation in an absorptive environment. Eur J Pharm Biopharm. 2012;82:424–8.

    Google Scholar 

  50. Bevernage J, Brouwers J, Brewster ME, and Augustijns P. Evaluation of gastrointestinal drug supersaturation and precipitation: Strategies and issues. Int J Pharm. 2012. doi:10.1016/j.ijpharm.2012.11.026

  51. Judge RA, Johns MR, White ET. Protein-purification by bulk crystallization - The recovery of ovalbumin. Biotechnol Bioeng. 1995;48:316–23.

    Article  PubMed  CAS  Google Scholar 

  52. Vekilov PG. Nucleation. Cryst Growth Des. 2010;10:5007–19.

    Article  PubMed  CAS  Google Scholar 

  53. Kashchiev D, von Rosmalen GM. Review: nucleation in solutions revisited. Cryst Res Technol. 2003;38:555–74.

    Google Scholar 

  54. Williams HD, Hergaden B, and Porter CJH. Drug supersaturation in digested lipid-based drug delivery systems. AAPS J. S2:2012.

  55. Alonzo DE, Raina S, Zhou D, Gao Y, Zhang GGZ, Taylor LS. Characterizing the impact of hydroxypropylmethyl cellulose on the growth and nucleation kinetics of felodipine from supersaturated solutions. Cryst Growth Des. 2012;12:1538–47.

    Article  CAS  Google Scholar 

  56. Ilevbare GA, Liu H, Edgar KJ, Taylor LS. Inhibition of solution crystal growth of ritonavir by cellulose polymers - factors influencing polymer effectiveness. Cryst Eng Comm. 2012;14:6503–14.

    Article  CAS  Google Scholar 

Download references

Acknowledgments AND DISCLOSURES

This study results from a joint collaboration between members of the LFCS Consortium funded primarily by Capsugel and Sanofi R & D, with additional funding from Gattefossé, Merck Serono, NicOx, Roche, Bristol-Myers Squibb and Actelion. The authors would like to thank Dr. Laura Gordon and the Chemical Engineering department at Melbourne University for the XRPD analysis, and Rhiannon Smythe and Samuel Wood for determining the fenofibrate solubilities in the digested lipid formulations.

Author information

Authors and Affiliations

Authors

Consortia

Corresponding authors

Correspondence to Colin W. Pouton or Christopher J. H. Porter.

Electronic supplementary material

Below is the link to the electronic supplementary material.

ESM 1

(PDF 998 KB)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Williams, H.D., Sassene, P., Kleberg, K. et al. Toward the Establishment of Standardized In Vitro Tests for Lipid-Based Formulations, Part 3: Understanding Supersaturation Versus Precipitation Potential During the In Vitro Digestion of Type I, II, IIIA, IIIB and IV Lipid-Based Formulations. Pharm Res 30, 3059–3076 (2013). https://doi.org/10.1007/s11095-013-1038-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11095-013-1038-z

Key words

Navigation