Khadra Ibrahim, Zhou Zhou, Dunn Claire, Wilson Clive G, Halbert Gavin
Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, 161 Cathedral Street, Glasgow G4 0RE, United Kingdom.
Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, 161 Cathedral Street, Glasgow G4 0RE, United Kingdom.
Eur J Pharm Sci. 2015 Jan 25;67:65-75. doi: 10.1016/j.ejps.2014.10.019. Epub 2014 Nov 14.
A drug's solubility and dissolution behaviour within the gastrointestinal tract is a key property for successful administration by the oral route and one of the key factors in the biopharmaceutics classification system. This property can be determined by investigating drug solubility in human intestinal fluid (HIF) but this is difficult to obtain and highly variable, which has led to the development of multiple simulated intestinal fluid (SIF) recipes. Using a statistical design of experiment (DoE) technique this paper has investigated the effects and interactions on equilibrium drug solubility of seven typical SIF components (sodium taurocholate, lecithin, sodium phosphate, sodium chloride, pH, pancreatin and sodium oleate) within concentration ranges relevant to human intestinal fluid values. A range of poorly soluble drugs with acidic (naproxen, indomethacin, phenytoin, and piroxicam), basic (aprepitant, carvedilol, zafirlukast, tadalafil) or neutral (fenofibrate, griseofulvin, felodipine and probucol) properties have been investigated. The equilibrium solubility results determined are comparable with literature studies of the drugs in either HIF or SIF indicating that the DoE is operating in the correct space. With the exception of pancreatin, all of the factors individually had a statistically significant influence on equilibrium solubility with variations in magnitude of effect between the acidic and basic or neutral compounds and drug specific interactions were evident. Interestingly for the neutral compounds pH was the factor with the second largest solubility effect. Around one third of all the possible factor combinations showed a significant influence on equilibrium solubility with variations in interaction significance and magnitude of effect between the acidic and basic or neutral compounds. The least number of significant media component interactions were noted for the acidic compounds with three and the greatest for the neutral compounds at seven, with again drug specific effects evident. This indicates that a drug's equilibrium solubility in SIF is influenced depending upon drug type by between eight to fourteen individual or combinations of media components with some of these drug specific. This illustrates the complex nature of these fluids and provides for individual drugs a visualisation of the possible solubility envelope within the gastrointestinal tract, which may be of importance for modelling in vivo behaviour. In addition the results indicate that the design of experiment approach can be employed to provide greater detail of drug solubility behaviour, possible drug specific interactions and influence of variations in gastrointestinal media components due to disease. The approach is also feasible and amenable to adaptation for high throughput screening of drug candidates.
药物在胃肠道内的溶解度和溶解行为是口服给药成功的关键性质,也是生物药剂学分类系统的关键因素之一。该性质可通过研究药物在人肠液(HIF)中的溶解度来确定,但HIF难以获取且变化很大,这导致了多种模拟肠液(SIF)配方的开发。本文采用实验设计(DoE)的统计技术,研究了七种典型SIF成分(牛磺胆酸钠、卵磷脂、磷酸钠、氯化钠、pH值、胰酶和油酸钠)在与人肠液值相关的浓度范围内对药物平衡溶解度的影响及相互作用。研究了一系列具有酸性(萘普生、吲哚美辛、苯妥英和吡罗昔康)、碱性(阿瑞匹坦、卡维地洛、扎鲁司特、他达拉非)或中性(非诺贝特、灰黄霉素、非洛地平和普罗布考)性质的难溶性药物。所测定的平衡溶解度结果与药物在HIF或SIF中的文献研究结果具有可比性,表明DoE在正确的范围内运行。除胰酶外,所有因素单独对平衡溶解度均有统计学上的显著影响,酸性和碱性或中性化合物之间的影响程度有所不同,且药物特异性相互作用明显。有趣的是,对于中性化合物,pH值是溶解度影响第二大的因素。所有可能的因素组合中约有三分之一对平衡溶解度有显著影响,酸性和碱性或中性化合物之间的相互作用显著性和影响程度各不相同。酸性化合物的显著介质成分相互作用最少,为三种,中性化合物最多,为七种,同样存在药物特异性效应。这表明药物在SIF中的平衡溶解度受药物类型影响,取决于八到十四种单独的或介质成分的组合,其中一些具有药物特异性。这说明了这些液体的复杂性质,并为个体药物提供了胃肠道内可能的溶解度范围的可视化,这对于体内行为建模可能很重要。此外,结果表明实验设计方法可用于提供药物溶解度行为、可能的药物特异性相互作用以及疾病导致的胃肠道介质成分变化影响的更详细信息。该方法也是可行的,并且适合用于药物候选物的高通量筛选。