Dual Level Statistical Investigation of Equilibrium Solubility in Simulated Fasted and Fed Intestinal Fluid

被引:18
作者
Ainousah, Bayan E. [1 ]
Perrier, Jeremy [1 ]
Dunn, Claire [1 ]
Khadra, Ibrahim [1 ]
Wilson, Clive G. [1 ]
Halbert, Gavin [1 ]
机构
[1] Univ Strathclyde, Strathclyde Inst Pharm & Biomed Sci, 161 Cathedral St, Glasgow G4 0RE, Lanark, Scotland
基金
英国工程与自然科学研究理事会;
关键词
design of experiment; fasted state; fed state; gastrointestinal fluids; ORAL-DRUG ABSORPTION; DISSOLUTION MEDIA; DOSAGE FORMS; II DRUGS; SUPERSATURATION; CLASSIFICATION; PERFORMANCE; INHIBITORS; DESIGN;
D O I
10.1021/acs.molpharmaceut.7b00869
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
The oral route is the preferred option for drug administration but contains the inherent issue of drug absorption from the gastro-intestinal tract (GIT) in order to elicit systemic activity. A prerequisite for absorption is drug dissolution, which is dependent upon drug solubility in the variable milieu of GIT fluid, with poorly soluble drugs presenting a formulation and biopharmaceutical challenge. Multiple factors within GIT fluid influence solubility ranging from pH to the concentration and ratio of amphiphilic substances, such as phospholipid, bile salt, monoglyceride, and cholesterol. To aid in vitro investigation simulated intestinal fluids (SIF) covering the fasted and fed state have been developed. SIF media is complex and statistical design of experiment (DoE) investigations have revealed the range of solubility values possible within each state due to physiological variability along with the media factors and factor interactions which influence solubility. However, these studies require large numbers of experiments (>60) and are not feasible or sensible within a drug development setting. In the current study a smaller dual level, reduced experimental number (20) DoE providing three arms covering the fasted and fed states along with a combined analysis has been investigated. The results indicate that this small scale investigation is feasible and provides solubility ranges that encompass published data in human and simulated fasted and fed fluids. The measured fasted and fed solubility ranges are in agreement with published large scale DoE results in around half of the cases, with the differences due to changes in media composition between studies. Indicating that drug specific behaviors are being determined and that careful media factor and concentration level selection is required in order to determine a physiologically relevant solubility range. The study also correctly identifies the major single factor or factors which influence solubility but it is evident that lower significance factors (for example bile salt) are not picked up due to the lower sample number employed. A similar issue is present with factor interactions with only a limited number available for study and generally not determined to have a significant solubility impact due to the lower statistical power of the study. The study indicates that a reduced experimental number DoE is feasible, will provide solubility range results with identification of major solubility factors however statistical limitations restrict the analysis. The approach therefore represents a useful initial screening tool that can guide further in depth analysis of a drug's behavior in gastrointestinal fluids.
引用
收藏
页码:4170 / 4180
页数:11
相关论文
共 25 条
  • [1] A THEORETICAL BASIS FOR A BIOPHARMACEUTIC DRUG CLASSIFICATION - THE CORRELATION OF IN-VITRO DRUG PRODUCT DISSOLUTION AND IN-VIVO BIOAVAILABILITY
    AMIDON, GL
    LENNERNAS, H
    SHAH, VP
    CRISON, JR
    [J]. PHARMACEUTICAL RESEARCH, 1995, 12 (03) : 413 - 420
  • [2] A review of drug solubility in human intestinal fluids: Implications for the prediction of oral absorption
    Augustijns, Patrick
    Wuyts, Benjamin
    Hens, Bart
    Annaert, Pieter
    Butler, James
    Brouwers, Joachim
    [J]. EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES, 2014, 57 : 322 - 332
  • [3] Early pharmaceutical profiling to predict oral drug absorption: Current status and unmet needs
    Bergstrom, Christel A. S.
    Holm, Rene
    Jorgensen, Soren Astrup
    Andersson, Sara B. E.
    Artursson, Per
    Beato, Stefania
    Borde, Anders
    Box, Karl
    Brewster, Marcus
    Dressman, Jennifer
    Feng, Kung-I.
    Halbert, Gavin
    Kostewicz, Edmund
    McAllister, Mark
    Muenster, Uwe
    Thinnes, Julian
    Taylor, Robert
    Mullertz, Anette
    [J]. EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES, 2014, 57 : 173 - 199
  • [4] Drug Supersaturation in Simulated and Human Intestinal Fluids Representing Different Nutritional States
    Bevernage, Jan
    Brouwers, Joachim
    Clarysse, Sarah
    Vertzoni, Maria
    Tack, Jan
    Annaert, Pieter
    Augustijns, Patrick
    [J]. JOURNAL OF PHARMACEUTICAL SCIENCES, 2010, 99 (11) : 4525 - 4534
  • [5] Progress in reducing the burden of stroke
    Chalmers, J
    Chapman, N
    [J]. CLINICAL AND EXPERIMENTAL PHARMACOLOGY AND PHYSIOLOGY, 2001, 28 (12) : 1091 - 1095
  • [6] Intestinal drug solubility estimation based on simulated intestinal fluids: Comparison with solubility in human intestinal fluids
    Clarysse, Sarah
    Brouwers, Joachim
    Tack, Jan
    Annaert, Pieter
    Augustijns, Patrick
    [J]. EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES, 2011, 43 (04) : 260 - 269
  • [7] Postprandial Changes in Solubilizing Capacity of Human Intestinal Fluids for BCS Class II Drugs
    Clarysse, Sarah
    Psachoulias, Dimitrios
    Brouwers, Joachim
    Tack, Jan
    Annaert, Pieter
    Duchateau, Guus
    Reppas, Christos
    Augustijns, Patrick
    [J]. PHARMACEUTICAL RESEARCH, 2009, 26 (06) : 1456 - 1466
  • [8] Estimating drug solubility in the gastrointestinal tract
    Dressman, J. B.
    Vertzoni, M.
    Goumas, K.
    Reppas, C.
    [J]. ADVANCED DRUG DELIVERY REVIEWS, 2007, 59 (07) : 591 - 602
  • [9] In vitro-in vivo correlations for lipophilic, poorly water-soluble drugs
    Dressman, JB
    Reppas, C
    [J]. EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES, 2000, 11 : S73 - S80
  • [10] Dissolution testing as a prognostic tool for oral drug absorption: Immediate release dosage forms
    Dressman, JB
    Amidon, GL
    Reppas, C
    Shah, VP
    [J]. PHARMACEUTICAL RESEARCH, 1998, 15 (01) : 11 - 22