In silico approaches in organ toxicity hazard assessment: Current status and future needs for predicting heart, kidney and lung toxicities

被引:16
|
作者
Bassan, Arianna [1 ]
Alves, Vinicius M. [2 ]
Amberg, Alexander [3 ]
Anger, Lennart T. [4 ]
Beilke, Lisa [5 ]
Bender, Andreas [6 ,7 ]
Bernal, Autumn [8 ]
Cronin, Mark T. D. [9 ]
Hsieh, Jui-Hua [2 ]
Johnson, Candice [21 ]
Kemper, Raymond [10 ]
Mumtaz, Moiz [11 ]
Neilson, Louise [12 ]
Pavan, Manuela [1 ]
Pointon, Amy [13 ]
Pletz, Julia [9 ]
Ruiz, Patricia [11 ]
Russo, Daniel P. [15 ,22 ]
Sabnis, Yogesh [16 ]
Sandhu, Reena [17 ]
Schaefer, Markus [3 ]
Stavitskaya, Lidiya [14 ]
Szabo, David T. [18 ]
Valentin, Jean-Pierre [16 ]
Woolley, David [19 ]
Zwickl, Craig [20 ]
Myatt, Glenn J. [21 ]
机构
[1] Innovatune srl, Via Giulio Zanon 130-D, I-35129 Padua, Italy
[2] Natl Inst Environm Hlth Sci, Div Natl Toxicol Program, Res Triangle Pk, NC 27709 USA
[3] Sanofi, R&D Preclin Safety Frankfurt, Ind Pk Hoechst, D-65926 Frankfurt, Germany
[4] Genentech Inc, 1 DNA Way, South San Francisco, CA 94080 USA
[5] Toxicol Solut Inc, San Diego, CA USA
[6] AstraZeneca, AI & Data Analyt, Clin Pharmacol & Safety Sci, R&D, Cambridge, England
[7] Univ Cambridge, Ctr Mol Informat, Dept Chem, Lensfield Rd, Cambridge CB2 1EW, England
[8] ToxCreative LLC, Laguna Hills, CA USA
[9] Liverpool John Moores Univ, Sch Pharm & Biomol Sci, Liverpool L3 3AF, England
[10] Nuvalent, One Broadway,14th Floor, Cambridge, MA 02142 USA
[11] US Dept Hlth & Human Serv, Agcy Tox Subst & Dis Registry, Atlanta, GA USA
[12] Broughton Nicotine Serv, Oak Tree House,West Craven Dr, Earby BB18 6JZ, Lancs, England
[13] AstraZeneca, Funct & Mechanist Safety, Clin Pharmacol & Safety Sci, R&D, Cambridge, England
[14] US FDA, Ctr Drug Evaluat & Res, Silver Spring, MD 20993 USA
[15] Rutgers Ctr Computat & Integrat Biol, Camden, NJ 08102 USA
[16] UCB Biopharma SRL, Chemin Foriest, B-1420 Braine Lalleud, Belgium
[17] SafeDose Ltd, 20 Dundas St West,Suite 921, Toronto, ON M5G 2H1, Canada
[18] PPG Ind Inc, Pittsburgh, PA 15146 USA
[19] ForthTox Ltd, POB 13550, Linlithgow EH49 7YU, Scotland
[20] Transendix LLC, 1407 Moores Manor, Indianapolis, IN 46229 USA
[21] Instem, 1393 Dublin Rd, Columbus, OH 43215 USA
[22] Rutgers State Univ, Dept Chem, Camden, NJ 08102 USA
基金
美国国家卫生研究院;
关键词
In Silico; Computational toxicology; Organ toxicity; In Silico toxicology protocols; Kidney; Heart; Lung; Hazard identification; Risk assessment; QSAR; Expert alerts; Read-across; ON-A-CHIP; VITRO PROARRHYTHMIA ASSAY; SUPPLEMENTS ONLINE TABLE; PEPTIDE REACTIVITY ASSAY; RESPIRATORY SENSITIZATION; ENVIRONMENTAL CHEMICALS; KEY CHARACTERISTICS; CARDIAC-ARRHYTHMIA; SENSORY IRRITATION; SAFETY ASSESSMENT;
D O I
10.1016/j.comtox.2021.100188
中图分类号
R99 [毒物学(毒理学)];
学科分类号
100405 ;
摘要
The kidneys, heart and lungs are vital organ systems evaluated as part of acute or chronic toxicity assessments. New methodologies are being developed to predict these adverse effects based on in vitro and in silico approaches. This paper reviews the current state of the art in predicting these organ toxicities. It outlines the biological basis, processes and endpoints for kidney toxicity, pulmonary toxicity, respiratory irritation and sensitization as well as functional and structural cardiac toxicities. The review also covers current experimental approaches, including off-target panels from secondary pharmacology batteries. Current in silico approaches for prediction of these effects and mechanisms are described as well as obstacles to the use of in silico methods. Ultimately, a commonly accepted protocol for performing such assessment would be a valuable resource to expand the use of such approaches across different regulatory and industrial applications. However, a number of factors impede their widespread deployment including a lack of a comprehensive mechanistic understanding, limited in vitro testing approaches and limited in vivo databases suitable for modeling, a limited understanding of how to incorporate absorption, distribution, metabolism, and excretion (ADME) considerations into the overall process, a lack of in silico models designed to predict a safe dose and an accepted framework for organizing the key characteristics of these organ toxicants.
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页数:17
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