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

机译:平衡的双重层次统计研究在模拟的空腹和进食的肠液中的溶解度

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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 alongwith a combined analysis has been investigated. The results indicatethat this small scale investigation is feasible and provides solubilityranges that encompass published data in human and simulated fastedand fed fluids. The measured fasted and fed solubility ranges arein agreement with published large scale DoE results in around halfof the cases, with the differences due to changes in media compositionbetween studies. Indicating that drug specific behaviors are beingdetermined and that careful media factor and concentration level selectionis required in order to determine a physiologically relevant solubilityrange. The study also correctly identifies the major single factoror factors which influence solubility but it is evident that lowersignificance factors (for example bile salt) are not picked up dueto the lower sample number employed. A similar issue is present withfactor interactions with only a limited number available for studyand generally not determined to have a significant solubility impactdue to the lower statistical power of the study. The study indicatesthat a reduced experimental number DoE is feasible, will provide solubilityrange results with identification of major solubility factors howeverstatistical limitations restrict the analysis. The approach thereforerepresents a useful initial screening tool that can guide furtherin depth analysis of a drug’s behavior in gastrointestinalfluids.
机译:口服途径是药物给药的优选选择,但它包含胃肠道(GIT)吸收药物的固有问题,以引起全身活性。吸收的先决条件是药物溶解,这取决于药物在GIT液可变环境中的溶解度,而难溶性药物则对制剂和生物制药构成挑战。 GIT流体中的多种因素影响溶解度,范围从pH值到两亲物质(例如磷脂,胆汁盐,甘油一酸酯和胆固醇)的浓度和比率。为了帮助进行体外研究,已经开发出涵盖禁食和进食状态的模拟肠液(SIF)。 SIF介质非常复杂,实验(DoE)的统计设计表明,由于生理变异以及影响溶解度的介质因素和因素相互作用,每种状态下可能的溶解度值范围。但是,这些研究需要大量实验(> 60),并且在药物开发环境中不可行或不合理。在目前的研究中,较小的双重水平,减少了实验数量(20)美国能源部提供三支手臂,分别覆盖禁食和饱食状态结合分析进行了调查。结果表明这项小规模的研究是可行的,并提供了溶解性涵盖人类和模拟禁食中已发布数据的范围和补料。测得的禁食和进食溶解度范围为与已公布的大规模能源部结果相符,大约一半的情况,由于媒体组成的变化而有所不同研究之间。表明药物特有的行为正在确定并仔细选择培养基因子和浓度水平需要以确定生理上相关的溶解度范围。该研究还正确地确定了主要的单一因素或影响溶解度的因素,但显然较低未找到重要因素(例如胆盐)到使用的较低样本数。存在类似的问题仅有少数可供研究的因素相互作用并且通常没有确定对溶解度有重大影响由于这项研究的统计能力较低。研究表明减少实验数量的DoE是可行的,将提供溶解度范围结果可识别主要溶解度因子统计限制限制了分析。因此,该方法代表有用的初始筛选工具,可以进一步指导深入分析药物在胃肠道中的行为液体。

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