High-throughput PBTK models for in vitro to in vivo extrapolation

被引:55
作者
Breen, Miyuki [1 ]
Ring, Caroline L. [1 ]
Kreutz, Anna [2 ]
Goldsmith, Michael-Rock [1 ]
Wambaugh, John F. [1 ]
机构
[1] US EPA, Ctr Computat Toxicol & Exposure, Off Res & Dev, Res Triangle Pk, NC 27711 USA
[2] Oak Ridge Inst Sci & Educ ORISE, Ctr Computat Toxicol & Exposure, Off Res & Dev, Res Triangle Pk, NC USA
关键词
Generic physiologically based toxicokinetic models; high-throughput; in vitro to in vivo extrapolation; modeling software tools; open source tools; physiologically-based toxicokinetics; toxicokinetics; P-DIOXINS PCDDS; PHARMACOKINETIC MODELS; RISK-ASSESSMENT; DRUG-METABOLISM; CELL-CULTURE; POLYCHLORINATED-BIPHENYLS; CHEMICAL-DISTRIBUTION; EPITHELIAL TRANSPORT; TOXICOKINETIC MODELS; DIBENZOFURANS PCDFS;
D O I
10.1080/17425255.2021.1935867
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Introduction Toxicity data are unavailable for many thousands of chemicals in commerce and the environment. Therefore, risk assessors need to rapidly screen these chemicals for potential risk to public health. High-throughput screening (HTS) for in vitro bioactivity, when used with high-throughput toxicokinetic (HTTK) data and models, allows characterization of these thousands of chemicals. Areas covered This review covers generic physiologically based toxicokinetic (PBTK) models and high-throughput PBTK modeling for in vitro-in vivo extrapolation (IVIVE) of HTS data. We focus on 'httk', a public, open-source set of computational modeling tools and in vitro toxicokinetic (TK) data. Expert opinion HTTK benefits chemical risk assessors with its ability to support rapid chemical screening/prioritization, perform IVIVE, and provide provisional TK modeling for large numbers of chemicals using only limited chemical-specific data. Although generic TK model design can increase prediction uncertainty, these models provide offsetting benefits by increasing model implementation accuracy. Also, public distribution of the models and data enhances reproducibility. For the httk package, the modular and open-source design can enable the tool to be used and continuously improved by a broad user community in support of the critical need for high-throughput chemical prioritization and rapid dose estimation to facilitate rapid hazard assessments.
引用
收藏
页码:903 / 921
页数:19
相关论文
共 148 条
[2]   ADVERSE OUTCOME PATHWAYS: A CONCEPTUAL FRAMEWORK TO SUPPORT ECOTOXICOLOGY RESEARCH AND RISK ASSESSMENT [J].
Ankley, Gerald T. ;
Bennett, Richard S. ;
Erickson, Russell J. ;
Hoff, Dale J. ;
Hornung, Michael W. ;
Johnson, Rodney D. ;
Mount, David R. ;
Nichols, John W. ;
Russom, Christine L. ;
Schmieder, Patricia K. ;
Serrrano, Jose A. ;
Tietge, Joseph E. ;
Villeneuve, Daniel L. .
ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY, 2010, 29 (03) :730-741
[3]  
[Anonymous], 1983, Risk Assessment in the Federal Government: Managing the Process
[4]   Development and intercomparison of single and multicompartment physiologically-based toxicokinetic models: Implications for model selection and tiered modeling frameworks [J].
Armitage, James M. ;
Hughes, Lauren ;
Sangion, Alessandro ;
Arnot, Jon A. .
ENVIRONMENT INTERNATIONAL, 2021, 154
[5]   Application of Mass Balance Models and the Chemical Activity Concept To Facilitate the Use of in Vitro Toxicity Data for Risk Assessment [J].
Armitage, James M. ;
Wania, Frank ;
Arnot, Jon A. .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2014, 48 (16) :9770-9779
[6]   EPITHELIAL TRANSPORT OF DRUGS IN CELL-CULTURE .1. A MODEL FOR STUDYING THE PASSIVE DIFFUSION OF DRUGS OVER INTESTINAL ABSORPTIVE (CACO-2) CELLS [J].
ARTURSSON, P .
JOURNAL OF PHARMACEUTICAL SCIENCES, 1990, 79 (06) :476-482
[7]   EPITHELIAL TRANSPORT OF DRUGS IN CELL-CULTURE .2. EFFECT OF EXTRACELLULAR CALCIUM-CONCENTRATION ON THE PARACELLULAR TRANSPORT OF DRUGS OF DIFFERENT LIPOPHILICITIES ACROSS MONOLAYERS OF INTESTINAL EPITHELIAL (CACO-2) CELLS [J].
ARTURSSON, P ;
MAGNUSSON, C .
JOURNAL OF PHARMACEUTICAL SCIENCES, 1990, 79 (07) :595-600
[8]   A critical review of biomarkers used for monitoring human exposure to lead: Advantages, limitations, and future needs [J].
Barbosa, F ;
Tanus-Santos, JE ;
Gerlach, RF ;
Parsons, PJ .
ENVIRONMENTAL HEALTH PERSPECTIVES, 2005, 113 (12) :1669-1674
[9]   Characterizing uncertainty and variability in physiologically based pharmacokinetic models: State of the science and needs for research and implementation [J].
Barton, Hugh A. ;
Chiu, Weihsueh A. ;
Setzer, R. Woodrow ;
Andersen, Melvin E. ;
Bailer, A. John ;
Bois, Frederic Y. ;
DeWoskin, Robert S. ;
Hays, Sean ;
Johanson, Gunnar ;
Jones, Nancy ;
Loizou, George ;
MacPhail, Robert C. ;
Portier, Christopher J. ;
Spendiff, Martin ;
Tan, Yu-Mei .
TOXICOLOGICAL SCIENCES, 2007, 99 (02) :395-402
[10]   An integrated chemical environment with tools for chemical safety testing [J].
Bell, Shannon ;
Abedini, Jaleh ;
Ceger, Patricia ;
Chang, Xiaoqing ;
Cook, Bethany ;
Karmaus, Agnes L. ;
Lea, Isabel ;
Mansouri, Kamel ;
Phillips, Jason ;
McAfee, Eric ;
Rai, Ruhi ;
Rooney, John ;
Sprankle, Catherine ;
Tandon, Arpit ;
Allen, David ;
Casey, Warren ;
Kleinstreuer, Nicole .
TOXICOLOGY IN VITRO, 2020, 67