The Solubility–Permeability Interplay: Mechanistic Modeling and Predictive Application of the Impact of Micellar Solubilization on Intestinal Permeation
Abstract
Surfactants are routinely employed to increase the apparent aqueous solubility of poorly soluble drugs. Yet the impact of micellar solubilization on the intestinal membrane permeability of a lipophilic drug is often overlooked and poorly understood. In this work, the interplay between the apparent solubility increase and intestinal membrane permeability decrease that exists when surfactants are used as drug solubility enhancers is described. A quasi-equilibrium mechanistic mass transport analysis was developed and employed to describe the effect of micellar solubilization by sodium taurocholate (STC) and sodium lauryl sulfate (SLS) on the intestinal membrane permeability of the lipophilic drug progesterone. The model considers the effects of micellar solubilization on both the membrane permeability (P(m)) and the unstirred water layer (UWL) permeability (P(aq)), to predict the overall effective permeability (P(eff)) dependence on surfactant concentration (C(S)). The analysis reveals that (1) the effective UWL thickness (h(aq)) quickly decreases with increasing C(S) above the critical micelle concentration (CMC), such that P(aq) markedly increases with increasing C(S); (2) the free fraction of drug available for membrane permeation decreases with increasing C(S) above CMC, such that P(m) decreases with increasing C(S); and (3) P(aq) increases and P(m) decreases with increasing C(S) above CMC, consequently the UWL is effectively shorted out and the overall P(eff) tends toward membrane control with increasing C(S). The model enabled excellent quantitative prediction of the progesterone P(eff) as a function of C(S) in the rat jejunal perfusion model. This work demonstrates that a trade-off exists between micellar apparent solubility increase and permeability decrease that must be taken into account to strike the optimal solubility-permeability balance. The model presented in this work offers the formulation scientist a simple method for a priori prediction of this interplay, in order to maximize the overall oral absorption.
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Acid/base nature and lipophilicity influence dissolution, absorption, and disposition, and are used as PBPK input parameters to calculate solubility and account for prandial state.
“acid/base nature, as well as lipophilicity, are thought to play important roles in dissolution, absorption, and disposition, and are often used as input parameters of the PBPK model to dynamically calculate solubility in the different segments of the GI tract and account for the influence of prandial state”
From IMI – Oral biopharmaceutics tools project – Evaluation of bottom-up PBPK prediction success part 3: Identifying gaps in system parameters by analysing In Silico performance across different compound classes (2017) · cites this paper as Miller et al., 2011
Cites
Amidon, G. L., Lennernäs, H., Shah, V. P., & Crison, J. R. (1995) · Pharmaceutical Research · doi:10.1023/a:1016212804288 · Cited by 5,430 · see citing works
Self-citationDrug-like properties and the causes of poor solubility and poor permeability
Lipinski, C. A. (2000) · Journal of Pharmacological and Toxicological Methods · doi:10.1016/s1056-8719(00)00107-6 · Cited by 3,776 · see citing works
Löbenberg, R. (2000) · European Journal of Pharmaceutics and Biopharmaceutics · doi:10.1016/s0939-6411(00)00091-6 · Cited by 728 · see citing works
Martinez, M. N., & Amidon, G. L. (2002) · The Journal of Clinical Pharmacology · doi:10.1177/00970002042006005 · Cited by 651 · see citing works
Self-citationProperty-Based Design: Optimization of Drug Absorption and Pharmacokinetics
Waterbeemd, H. V. D., Smith, D. A., Beaumont, K. C., & Walker, D. K. (2001) · Journal of Medicinal Chemistry · doi:10.1021/jm000407e · Cited by 600 · see citing works
Biopharmaceutics Classification System: The Scientific Basis for Biowaiver Extensions
Yu, L. X., Amidon, G. L., Polli, J. E., Zhao, H., Mehta, M. U., Conner, D. P., Shah, V. P., Lesko, L. J., Chen, M., Lee, V. H. L., et al. (2002) · Pharmaceutical Research · doi:10.1023/a:1016473601633 · Cited by 571 · see citing works
Self-citationMethods and Principles in Medicinal Chemistry
(2008) · Methods and principles in medicinal chemistry · doi:10.1002/series6138 · Cited by 514 · see citing works
Effects of nonionic surfactants on membrane transporters in Caco-2 cell monolayers
Rege, B. D., Kao, J. P. Y., & Polli, J. E. (2002) · European Journal of Pharmaceutical Sciences · doi:10.1016/s0928-0987(02)00055-6 · Cited by 510 · see citing works
Physiological Parameters for Oral Delivery and in Vitro Testing
Mudie, D. M., Amidon, G. L., & Amidon, G. E. (2010) · Molecular Pharmaceutics · doi:10.1021/mp100149j · Cited by 496 · see citing works
Self-citationDahan, A., Miller, J. M., & Amidon, G. L. (2009) · The AAPS Journal · doi:10.1208/s12248-009-9144-x · Cited by 452 · see citing works
Self-citationComparison Between Permeability Coefficients in Rat and Human Jejunum
Fagerholm, U., Johansson, M., & Lennernäs, H. (1996) · Pharmaceutical Research · doi:10.1023/a:1016065715308 · Cited by 438 · see citing works
Dahan, A., & Hoffman, A. (2008) · Journal of Controlled Release · doi:10.1016/j.jconrel.2008.03.021 · Cited by 343 · see citing works
Self-citationDahan, A., & Hoffman, A. (2007) · European Journal of Pharmaceutics and Biopharmaceutics · doi:10.1016/j.ejpb.2007.01.017 · Cited by 232 · see citing works
Self-citationKomiya, I., Park, J. Y., Kamani, A., et al. (1980) · International Journal of Pharmaceutics · doi:10.1016/0378-5173(80)90140-4 · Cited by 230 · see citing works
Dahan, A., Miller, J. M., Hoffman, A., Amidon, G. E., & Amidon, G. L. (2010) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.22033 · Cited by 224 · see citing works
Self-citationDahan, A., & Hoffman, A. (2006) · Pharmaceutical Research · doi:10.1007/s11095-006-9054-x · Cited by 195 · see citing works
Self-citationTheoretical and Experimental Studies of Transport of Micelle-Solubilized Solutes
Amidon, G. E., Higuchi, W. I., & Ho, N. F. H. (1982) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.2600710120 · Cited by 194 · see citing works
Self-citationTouítou, E., & Barry, B. W. (2006) · CRC Press eBooks · doi:10.1201/9781420004816 · Cited by 188 · see citing works
Dahan, A., & Amidon, G. L. (2008) · Molecular Pharmaceutics · doi:10.1021/mp800088f · Cited by 163 · see citing works
Self-citationKim, J.-S., Mitchell, S., Kijek, P., et al. (2006) · Molecular Pharmaceutics · doi:10.1021/mp060042f · Cited by 159 · see citing works
Nerurkar, M. M., Ho, N. F. H., Burton, P. S., Vidmar, T. J., & Borchardt, R. T. (1997) · Journal of Pharmaceutical Sciences · doi:10.1021/js960483y · Cited by 139 · see citing works
Water-Insoluble Drug Formulation
Ron, L. (2000) · CRC Press eBooks · doi:10.1201/9781420026054 · Cited by 119 · see citing works
Dahan, A., Sabit, H., & Amidon, G. L. (2009) · Drug Metabolism and Disposition · doi:10.1124/dmd.109.028282 · Cited by 106 · see citing works
Self-citationDahan, A., Miller, J. M., Hilfinger, J. M., Yamashita, S., Yu, L. X., Lennernäs, H., & Amidon, G. L. (2010) · Molecular Pharmaceutics · doi:10.1021/mp100175a · Cited by 102 · see citing works
Self-citationYano, K., Masaoka, Y., Kataoka, M., et al. (2009) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.21919 · Cited by 99 · see citing works
Johnson, D. A., & Amidon, G. L. (1988) · Journal of Theoretical Biology · doi:10.1016/s0022-5193(88)80123-1 · Cited by 93 · see citing works
Self-citationPoelma, F. G. J., Breäs, R., Tukker, J. J., & Crommelin, D. J. A. (1991) · Journal of Pharmacy and Pharmacology · doi:10.1111/j.2042-7158.1991.tb06697.x · Cited by 85 · see citing works
Gao, Y., Carr, R. A., Spence, J. K., Wang, W. W., Turner, T. M., Lipari, J. M., & Miller, J. M. (2010) · Molecular Pharmaceutics · doi:10.1021/mp100157s · Cited by 74 · see citing works
Self-citationKatneni, K., Charman, S. A., & Porter, C. J. H. (2006) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.20687 · Cited by 64 · see citing works
Poelma, F. G. J., Breäs, R., & Tukker, J. J. (1990) · Pharmaceutical Research · doi:10.1023/a:1015827624296 · Cited by 61 · see citing works
Mudra, D. R., & Borchardt, R. T. (2009) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.21836 · Cited by 54 · see citing works
Katneni, K., Charman, S. A., & Porter, C. J. H. (2006) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.20779 · Cited by 49 · see citing works
Mudra, D. R., & Borchardt, R. T. (2009) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.21912 · Cited by 20 · see citing works
Mudra, D. R., Jin, J. Y., & Borchardt, R. T. (2009) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.21965 · Cited by 9 · see citing works
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Feeney, O. M., Crum, M. F., McEvoy, C. L., Trevaskis, N. L., Williams, H. D., Pouton, C. W., Charman, W. N., Bergström, C. A. S., & Porter, C. J. H. (2016) · Advanced Drug Delivery Reviews · doi:10.1016/j.addr.2016.04.007 · Cited by 426 · see citing works
Darwich, A. S., Margolskee, A., Pepin, X., Aarons, L., Galetin, A., Rostami-Hodjegan, A., Carlert, S., Hammarberg, M., Hilgendorf, C., Johansson, P., et al. (2017) · European Journal of Pharmaceutical Sciences · doi:10.1016/j.ejps.2016.09.037 · Cited by 45 · see citing works
- Authors
- Miller, J. M., Beig, A., Krieg, B. J., Carr, R. A., Borchardt, T. B., Amidon, G. E., Amidon, G. L., & Dahan, A.
- Affiliations
- Abbott (United States) (US)
- Ben-Gurion University of the Negev (IL)
- University of Michigan (US)
- Corresponding author
- Dahan, Arik
- ORCID
- Venue
- Molecular Pharmaceutics
- Publisher
- American Chemical Society (ACS)
- Published
- 2011-08-11
- Volume
- 8
- Issue
- 5
- Pages
- 1848-1856
- ISSN
- 1543-8384 (ISSN-L)
- 1543-8392
- OpenAlex
- W2036442936
- Cited by
- 204
- References
- 34
- Citations by year
- 2026: 8 · 2025: 12 · 2024: 11 · 2023: 14 · 2022: 8 · 2021: 16 · 2020: 11 · 2019: 19 · 2018: 8 · 2017: 13 · 2016: 21 · 2015: 12 · 2014: 14 · 2013: 21 · 2012: 12
- FWCI
- 9.80
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Molecular Pharmaceutics (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Abbott Laboratories
- Topics
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmaceutical Science › Drug Solubulity and Delivery Systems
- Physical Sciences › Chemistry › Organic Chemistry › Surfactants and Colloidal Systems
- Health Sciences › Medicine › Oncology › Drug Transport and Resistance Mechanisms
- Keywords
- micellar solubilization, intestinal permeability, surfactants, solubility enhancement, sodium taurocholate, sodium dodecyl sulfate, progesterone, unstirred layer, effective permeability, critical micelle concentration, oral absorption, lipophilic drugs, jejunal perfusion
- MeSH terms
- Animals, Biological Transport, Drug Compounding, Intestinal Absorption, Jejunum, Male, Micelles, Models, Biological, Perfusion, Permeability, Pharmaceutic Aids, Progestins, Progesterone, Random Allocation, Sodium Dodecyl Sulfate, Solubility, Surface-Active Agents, Taurocholic Acid, Rats, Wistar, Rats
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