- Yi-Ling Hsieh1,
- Grace A. Ilevbare1,
- Bernard Van Eerdenbrugh1,2,
- Karl J. Box3,
- Manuel Vincente Sanchez-Felix4 &
- …
- Lynne S. Taylor1,5
3175Accesses
11Altmetric
1Mention
ABSTRACT
Purpose
To examine the precipitation and supersaturation behavior of ten weak bases in terms of the relationship between pH-concentration-time profiles and the solid state properties of the precipitated material.
Methods
Initially the compound was dissolved at low pH, followed by titration with base to induce precipitation. Upon precipitation, small aliquots of acid or base were added to induce slight subsaturation and supersaturation respectively and the resultant pH gradient was determined. The concentration of the unionized species was calculated as a function of time and pH using mass and charge balance equations.
Results
Two patterns of behavior were observed in terms of the extent and duration of supersaturation arising following an increase in pH and this behavior could be rationalized based on the crystallization tendency of the compound. For compounds that did not readily crystallize, an amorphous precipitate was formed and a prolonged duration of supersaturation was observed. For compounds that precipitated to crystalline forms, the observed supersaturation was short-lived.
Conclusion
This study showed that supersaturation behavior has significant correlation with the solid-state properties of the precipitate and that pH-metric titration methods can be utilized to evaluate the supersaturation behavior.
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References
Li S, He H, Parthiban LJ, Yin H, Serajuddin ATM. IV-IVC considerations in the development of immediate-release oral dosage form. J Pharm Sci. 2005;94(7):1396–417.
Hillery AM, Lloyd AWS, J. Drug delivery and targeting: for pharmacists and pharmaceutical scientists. 1 edition ed: CRC Press; 2001.
Mullin JW. Crystallization. 4th edition. Oxford: Elsiever Butterworth-Heinemann; 2001.
Vandecruys R, Peeters J, Verreck G, Brewster ME. Use of a screening method to determine excipients which optimize the extent and stability of supersaturated drug solutions and application of this system to solid formulation design. Int J Pharm. 2007;342(1–2):168–75.
Gao P, Rush BD, Pfund WP, Huang T, Bauer JM, Morozowich W,et al. Development of a supersaturable SEDDS (S-SEDDS) formulation of paclitaxel with improved oral bioavailability. J Pharm Sci. 2003;92(12):2386–98.
Yang S, Gursoy RN, Lambert G, Benita S. Enhanced oral absorption of paclitaxel in a novel self-microemulsifying drug delivery system with or without concomitant use of P-Glycoprotein inhibitors. Pharm Res. 2004;21(2):261–70.
DiNunzio JC, Miller DA, Yang W, McGinity JW, Williams RO. Amorphous compositions using concentration enhancing polymers for improved bioavailability of itraconazole. Mol Pharm. 2008;5(6):968–80.
Miller DA, DiNunzio JC, Yang W, McGinity JW, Williams RO. Enhancedin vivo absorption of itraconazole via stabilization of supersaturation following acidic-to-neutral pH transition. Drug Dev Ind Pharm. 2008;34(8):890–902.
Curatolo W, Nightingale J, Herbig S. Utility of Hydroxypropylmethylcellulose Acetate Succinate (HPMCAS) for initiation and maintenance of drug supersaturation in the GI Milieu. Pharm Res. 2009;26(6):1419–31.
Brouwers J, Brewster ME, Augustijns P. Supersaturating drug delivery systems: the answer to solubility-limited oral bioavailability? J Pharm Sci. 2009;98(8):2549–72.
Box KJ, Völgyi G, Baka E, Stuart M, Takács-Novák K, Comer JEA. Equilibriumversus kinetic measurements of aqueous solubility, and the ability of compounds to supersaturate in solution - a validation study. J Pharm Sci. 2006;95(6):1298–307.
Stuart M, Box K. Chasing equilibrium: measuring the intrinsic solubility of weak acids and bases. Anal Chem. 2005;77(4):983–90.
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(9):3787–806.
Van Eerdenbrugh B, Baird JA, Taylor LS. Crystallization tendency of active pharmaceutical ingredients following rapid solvent evaporation—classification and comparison with crystallization tendency from undercooled melts. J Pharm Sci. 2010;99(9):3826–38.
Miyajima M, Koshika A, Okada J, Ikeda M, Nishimura K. Effect of polymer crystallinity on papaverine release from poly (l-lactic acid) matrix. J Controlled Release. 1997;49(2–3):207–15.
Allen RI, Box KJ, Comer JEA, Peake C, Tam KY. Multiwavelength spectrophotometric determination of acid dissociation constants of ionizable drugs. J Pharm Biomed Anal. 1998;17(4–5):699–712.
Avdeef A, Comer JEA, Thomson SJ. pH-Metric log P. 3. Glass electrode calibration in methanol–water, applied to pKa determination of water-insoluble substances. Anal Chem. 1993;65(1):42–9.
Takács-Novák K, Box KJ, Avdeef A. Potentiometric pKa determination of water-insoluble compounds: validation study in methanol/water mixtures. Int J Pharm. 1997;151(2):235–48.
Avdeef A. pH-metric log P. II: Refinement of partition coefficients and lonization constants of multiprotic substances. J Pharm Sci. 1993;82(2):183–90.
Oh D-M, Curl RL, Amidon GL. Estimating the fraction dose absorbed from suspensions of poorly soluble compounds in humans: a mathematical model. Pharm Res. 1993;10(2):264–70.
Kostewicz ES, Brauns U, Becker R, Dressman JB. Forecasting the oral absorption behavior of poorly soluble weak bases using solubility and dissolution studies in biorelevant media. Pharm Res. 2002;19(3):345–9.
Bevernage J, Forier T, Brouwers J, Tack J, Annaert P, Augustijns P. Excipient-mediated supersaturation stabilization in human intestinal fluids. Mol Pharm. 2010;8(2):564–70.
Yalkowsky SH, He Y. Handbook of aqueous solubility data. 1 edition. CRC Press; 2003.
Avdeef A. pH-metric solubility. 1. Solubility-pH profiles from Bjerrum plots. Gibbs buffer and pKa in the solid state. Pharm Pharmacol Commun. 1998;4:165–78.
Berbenni V, Marini A, Bruni G, Maggioni A, Cogliati P. Thermoanalytical and spectroscopic characterization of solid state dipyridamole. J Therm Anal Calorim. 2002;68(2):413–22.
Hoffman JD. Thermodynamic driving force in nucleation and growth processes. J Chem Phys. 1958;29(5):1192–3.
Murdande SB, Pikal MJ, Shanker RM, Bogner RH. Solubility advantage of amorphous pharmaceuticals: I. A thermodynamic analysis. J Pharm Sci. 2009;99(3):1254–64.
Murdande S, Pikal M, Shanker R, Bogner R. Solubility advantage of amorphous pharmaceuticals: II. Application of quantitative thermodynamic relationships for prediction of solubility enhancement in structurally diverse insoluble pharmaceuticals. Pharm Res. 2010;27(12):2704–14.
DRUGDEX® System [Internet database]. Greenwood Village, Colo: Thomson Reuters (Healthcare) Inc. Updated periodically.
Micromedex® Healthcare Series [Internet database]. Greenwood Village, Colo: THOMSON REUTERS (Healthcare) Inc. Updated periodically.
Russell TL, Berardi RR, Barnett JL, O’Sullivan TL, Wagner JG, Dressman JB. pH-related changes in the absorption of dipyridamole in the elderly. Pharm Res. 1994;11(1):136–43.
Zhou R, Moench P, Heran C, Lu X, Mathias N, Faria TN,et al. pH-dependent dissolutionin vitro and absorptionin vivo of weakly basic drugs: development of a canine model. Pharm Res. 2005;22(2):188–92.
Alonzo D, Zhang G, Zhou D, Gao Y, Taylor L. Understanding the behavior of amorphous pharmaceutical systems during dissolution. Pharm Res. 2010;27(4):608–18.
Tung H-H, Paul EL, Midler M, McCauley JA. Critical issues in crystallization practice. Crystallization of Organic Compounds: John Wiley & Sons, Inc.; 2008. p. 101–16.
Bonnett PE, Carpenter KJ, Dawson S, Davey RJ. Solution crystallisation via a submerged liquid-liquid phase boundary: oiling out. Chem Commun. 2003;6:698–9.
Veesler S, Lafferrère L, Garcia E, Hoff C. Phase transitions in supersaturated drug solution. Org Process Res Dev. 2003;7(6):983–9.
Codan L, Bäbler MU, Mazzotti M. Phase diagram of a chiral substance exhibiting oiling out in cyclohexane. Cryst Growth Des. 2010;10(9):4005–13.
Derdour L. A method to crystallize substances that oil out. Chem Eng Res Des. 2010;88(9):1174–81.
Svärd M, Gracin S, Rasmuson ÅC. Oiling out or molten hydrate—liquid–liquid phase separation in the system vanillin–water. J Pharm Sci. 2007;96(9):2390–8.
He G, Tan RBH, Kenis PJA, Zukoski CF. Metastable States of Small-Molecule Solutions. J Phys Chem B. 2007;111(51):14121–9.
Roelands CPM, ter Horst JH, Kramer HJM, Jansens PJ. Precipitation mechanism of stable and metastable polymorphs of L-glutamic acid. AICHE J. 2007;53(2):354–62.
Lafferrère L, Hoff C, Veesler S. Study of liquid-liquid demixing from drug solution. J Cryst Growth. 2004;269(2–4):550–7.
Groen H, Roberts KJ. Nucleation, growth, and pseudo-polymorphic behavior of citric acid as monitoredin situ by attenuated total reflection fourier transform infrared spectroscopy. J Phys Chem B. 2001;105(43):10723–30.
Maeda K, Aoyama Y, Fukui K, Hirota S. Novel phenomena of crystallization and emulsification of hydrophobic solute in aqueous solution. J Colloid Interface Sci. 2001;234(1):217–22.
Lai SM, Yuen MY, Siu LKS, Ng KM, Wibowo C. Experimental determination of solid–liquid-liquid equilibrium phase diagrams. AICHE J. 2007;53(6):1608–19.
Box KJ, Comer JEA. Using measured pK(a), LogP and solubility to investigate supersaturation and predict BCS class. Curr Drug Metab. 2008;9(9):869–78.
Acknowledgments & Disclosures
The authors would like to thank Eli Lilly and Company for providing the Sirius instrument. Pfizer Inc. is acknowledged for providing a fellowship for YLH. BVE is a Postdoctoral Researcher of the 'Fonds voor Wetenschappelijk Onderzoek', Flanders, Belgium.
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Authors and Affiliations
Department of Industrial and Physical Pharmacy, College of Pharmacy, Purdue University, West Lafayette, Indiana, USA
Yi-Ling Hsieh, Grace A. Ilevbare, Bernard Van Eerdenbrugh & Lynne S. Taylor
Laboratory for Pharmacotechnology and Biopharmacy, K.U. Leuven, Leuven, Belgium
Bernard Van Eerdenbrugh
Sirius Analytical, Sussex, UK
Karl J. Box
Eli Lilly and Company, Indianapolis, Indiana, USA
Manuel Vincente Sanchez-Felix
575 Stadium Mall Dr., West Lafayette, Indiana, 47907, USA
Lynne S. Taylor
- Yi-Ling Hsieh
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- Grace A. Ilevbare
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Correspondence toLynne S. Taylor.
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Hsieh, YL., Ilevbare, G.A., Van Eerdenbrugh, B.et al. pH-Induced Precipitation Behavior of Weakly Basic Compounds: Determination of Extent and Duration of Supersaturation Using Potentiometric Titration and Correlation to Solid State Properties.Pharm Res29, 2738–2753 (2012). https://doi.org/10.1007/s11095-012-0759-8
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