Department of Pharmaceutical Sciences, Albany College of Pharmacy and Health Sciences, Vermont Campus, Colchester, Vermont 05446, USA.
J Chem Inf Model. 2013 Jun 24;53(6):1424-35. doi: 10.1021/ci400112k. Epub 2013 May 21.
Surrogate phases have been widely used as correlates for modeling transport and partitioning of drugs in biological systems, taking advantage of chemical similarity between the surrogate and the phospholipid bilayer as the elementary unit of biological phases, which is responsible for most of the transport and partitioning. Solvation in strata of the phospholipid bilayer is an important drug characteristic because it affects the rates of absorption and distribution, as well as the interactions with the membrane proteins having the binding sites located inside the bilayer. The bilayer core can be emulated by n-hexadecane (C16), and the headgroup stratum is often considered a hydrophilic phase because of the high water content. Therefore, we tested the hypothesis that the C16/water partition coefficients (P) can predict the bilayer locations of drugs and other small molecules better than other surrogate systems. Altogether 514 PC16/W values for nonionizable (458) and completely ionized (56) compounds were collected from the literature or measured, when necessary. With the intent to create a fragment-based prediction system, the PC16/W values were factorized into the fragment solvation parameters (f) and correction factors based on the ClogP fragmentation scheme. A script for the PC16/W prediction using the ClogP output is provided. To further expand the prediction system and reveal solvation differences, the fC16/W values were correlated with their more widely available counterparts for the 1-octanol/water system (O/W) using solvatochromic parameters. The analysis for 50 compounds with known bilayer location shows that the available and predicted PC16/W and PO/W values alone or the PC16/O values representing their ratio do not satisfactorily predict the preference for drug accumulation in bilayer strata. These observations indicate that the headgroups stratum, albeit well hydrated, does not have solvation characteristics similar to water and is also poorly described by the O/W partition characteristics.
替代相已被广泛用作生物系统中药物传输和分配建模的相关物,利用替代物与磷脂双层之间的化学相似性作为生物相的基本单元,这是大多数传输和分配的原因。磷脂双层中的溶剂化作用是药物的一个重要特性,因为它影响吸收和分布的速度,以及与位于双层内部的膜蛋白的相互作用。双层核心可以用正十六烷(C16)模拟,由于含水量高,头基层通常被认为是亲水性相。因此,我们测试了这样一个假设,即 C16/水分配系数(P)可以比其他替代体系更好地预测药物和其他小分子的双层位置。总共从文献中收集或测量了 514 种非电离(458 种)和完全电离(56 种)化合物的 PC16/W 值。为了创建基于片段的预测系统,将 PC16/W 值分解为片段溶剂化参数(f)和基于 ClogP 分段方案的校正因子。提供了一个使用 ClogP 输出进行 PC16/W 预测的脚本。为了进一步扩展预测系统并揭示溶剂化差异,使用 solvatochromic 参数将 fC16/W 值与更广泛的 1-辛醇/水系统(O/W)的相应值相关联。对 50 种具有已知双层位置的化合物的分析表明,单独使用已知的和预测的 PC16/W 和 PO/W 值或代表其比率的 PC16/O 值并不能令人满意地预测药物在双层层中的积累偏好。这些观察结果表明,头基层虽然充分水合,但没有类似于水的溶剂化特性,也不能很好地用 O/W 分配特性来描述。