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Use of in vitro methods combined with in silico analysis to identify potential skin sensitizers in the Tox21 10K compound library

Authors :
Zhengxi Wei
Tuan Xu
Judy Strickland
Li Zhang
Yuhong Fang
Dingyin Tao
Anton Simeonov
Ruili Huang
Nicole C. Kleinstreuer
Menghang Xia
Source :
Frontiers in Toxicology, Vol 6 (2024)
Publication Year :
2024
Publisher :
Frontiers Media S.A., 2024.

Abstract

Introduction: Skin sensitization, which leads to allergic contact dermatitis, is a key toxicological endpoint with high occupational and consumer prevalence. This study optimized several in vitro assays listed in OECD skin sensitization test guidelines for use on a quantitative high-throughput screening (qHTS) platform and performed in silico model predictions to assess the skin sensitization potential of prioritized compounds from the Tox21 10K compound library.Methods: First, we screened the entire Tox21 10K compound library using a qHTS KeratinoSensTM (KS) assay and built a quantitative structure–activity relationship (QSAR) model based on the KS results. From the qHTS KS screening results, we prioritized 288 compounds to cover a wide range of structural chemotypes and tested them in the solid phase extraction–tandem mass spectrometry (SPE–MS/MS) direct peptide reactivity assay (DPRA), IL-8 homogeneous time-resolved fluorescence (HTRF) assay, CD86 and CD54 surface expression in THP1 cells, and predicted in silico sensitization potential using the OECD QSAR Toolbox (v4.5).Results: Interpreting tiered qHTS datasets using a defined approach showed the effectiveness and efficiency of in vitro methods. We selected structural chemotypes to present this diverse chemical collection and to explore previously unidentified structural contributions to sensitization potential.Discussion: Here, we provide a skin sensitization dataset of unprecedented size, along with associated tools, and analysis designed to support chemical assessments.

Details

Language :
English
ISSN :
26733080
Volume :
6
Database :
Directory of Open Access Journals
Journal :
Frontiers in Toxicology
Publication Type :
Academic Journal
Accession number :
edsdoj.18a1c8f0daa2490a935d7470c9a49342
Document Type :
article
Full Text :
https://doi.org/10.3389/ftox.2024.1321857