Efficient large-scale mechanism-based computation of skin permeability

被引:1
作者
Hamadeh, Abdullah [1 ]
Edginton, Andrea [1 ]
机构
[1] Univ Waterloo, Sch Pharm, Kitchener, ON N2G 1C5, Canada
关键词
Computational; Dermal; Permeability; Optimization; Toxicology; PBPK; STRATUM-CORNEUM PERMEABILITY; MICROSCOPIC DIFFUSION-MODEL; DERMAL ABSORPTION; PERMEATION;
D O I
10.1016/j.comtox.2023.100263
中图分类号
R99 [毒物学(毒理学)];
学科分类号
100405 ;
摘要
A drug's skin permeability is a key quantity within dermatological risk assessment as it quantifies the maximal rate of dermal absorption, under steady state conditions, per unit concentration difference across the skin of a topically applied drug. Given descriptors of the permeant, the vehicle, and skin conditions, this paper adopts a systematic approach to efficiently calculate estimates of a topically applied chemical's skin permeability based on mechanistic knowledge of permeability across the elements of a fine spatial discretization of the dermal strata. The permeability estimates are obtained by solving a system of linear equations constructed using an electrical resistor network analogy. Being mechanism based, these estimates can account for skin conditions, heterogenous dermal penetration pathways, and the chemical-dependence and spatial dependence of partitioning and diffusivity.The contribution of this work can be viewed as a mechanistic, numerical, extension of the Potts-Guy relation that augments an open-source dermal PBPK model. Moreover, rather than requiring model simulations of steady state conditions, the approach centers on a direct calculation of permeability based on the mechanistic descriptors of the permeation scenario. The calculation method may therefore be directly integrated into parameter identification, optimization, and sensitivity analysis algorithms. We demonstrate the validity of the method by comparing its permeability predictions with previously reported in silico estimates and in vitro measurements. We additionally illustrate the utility of the method towards the analysis of dermal PBPK models using a minimal example that relates overall skin permeability to the interaction between multiple permeation pathways.
引用
收藏
页数:12
相关论文
共 24 条
  • [1] Quantitative prediction of ionization effect on human skin permeability
    Baba, Hiromi
    Ueno, Yusuke
    Hashida, Mitsuru
    Yamashita, Fumiyoshi
    [J]. INTERNATIONAL JOURNAL OF PHARMACEUTICS, 2017, 522 (1-2) : 222 - 233
  • [2] In vitro model for predicting bioavailability of subcutaneously injected monoclonal antibodies
    Bown, Hanne Kinnunen
    Bonn, Catherine
    Yohe, Stefan
    Yadav, Daniela Bumbaca
    Patapoff, Thomas W.
    Daugherty, Ann
    Mrsny, Randall J.
    [J]. JOURNAL OF CONTROLLED RELEASE, 2018, 273 : 13 - 20
  • [3] Recent advances in predicting skin permeability of hydrophilic solutes
    Chen, Longjian
    Han, Lujia
    Lian, Guoping
    [J]. ADVANCED DRUG DELIVERY REVIEWS, 2013, 65 (02) : 295 - 305
  • [4] Percutaneous absorption in diseased skin: an overview
    Chiang, Audris
    Tudela, Emilie
    Maibach, Howard I.
    [J]. JOURNAL OF APPLIED TOXICOLOGY, 2012, 32 (08) : 537 - 563
  • [5] A NEW METHOD FOR ESTIMATING DERMAL ABSORPTION FROM CHEMICAL-EXPOSURE .1. GENERAL-APPROACH
    CLEEK, RL
    BUNGE, AL
    [J]. PHARMACEUTICAL RESEARCH, 1993, 10 (04) : 497 - 506
  • [6] A Mechanistic Bayesian Inferential Workflow for Estimation of In Vivo Skin Permeation from In Vitro Measurements
    Hamadeh, Abdullah
    Troutman, John
    Najjar, Abdulkarim
    Edginton, Andrea
    [J]. JOURNAL OF PHARMACEUTICAL SCIENCES, 2022, 111 (03) : 838 - 851
  • [7] Assessment of Vehicle Volatility and Deposition Layer Thickness in Skin Penetration Models
    Hamadeh, Abdullah
    Troutman, John
    Edginton, Andrea N.
    [J]. PHARMACEUTICS, 2021, 13 (06)
  • [8] Importance measures in global sensitivity analysis of nonlinear models
    Homma, T
    Saltelli, A
    [J]. RELIABILITY ENGINEERING & SYSTEM SAFETY, 1996, 52 (01) : 1 - 17
  • [9] A Composite Model for the Transport of Hydrophilic and Lipophilic Compounds Across the Skin: Steady-State Behavior
    Kasting, Gerald B.
    Miller, Matthew A.
    LaCount, Terri D.
    Jaworska, Joanna
    [J]. JOURNAL OF PHARMACEUTICAL SCIENCES, 2019, 108 (01) : 337 - 349
  • [10] Kasting Gerald B., 2008, Journal of Occupational and Environmental Hygiene, V5, P633, DOI 10.1080/15459620802304245