Literature DB >> 32640338

A new paradigm in threshold of toxicological concern based on chemoinformatics analysis of a highly curated database enriched with antimicrobials.

Chihae Yang1, Mitchell Cheeseman2, James Rathman3, Aleksandra Mostrag4, Nicholas Skoulis2, Vessela Vitcheva4, Seth Goldberg2.   

Abstract

A new database of antimicrobial-enriched chemicals for the Threshold of Toxicological Concern (TTC) approach has been compiled, comprising 1357 chemicals with 276, 54, and 1027 substances in Cramer Classes I, II, and III, respectively. To enrich the chemical space of the No-/Lowest-Observed-Adverse Effect Level (NOAEL/LOAEL) database, a reference Antimicrobial (AM) Inventory (681) was established for chemical inclusion. To this database, the three existing TTC datasets were combined via robust data fusion process. From the final AM TTC Dataset, the fifth percentiles were derived to be 2.7, 0.43, and 0.12 mg/kg-bw/day for Cramer Classes I, II, and III, respectively. Considering the high percentage of AMs being Cramer Class III, the thresholds are remarkably stable across various TTC datasets. Based on the AM-enriched database, a set of AM categories stratified across potency were developed to classify AMs beyond the capability of the conventional Cramer Tree approach. Grouping the query chemical within the AM category, further distribution analyses were conducted to identify subclasses and differentiate potency. This study proposes a new framework for potential assessment of chronic toxicity made possible with the power of modern reliable databases and chemoinformatic methods.
Copyright © 2020. Published by Elsevier Ltd.

Entities:  

Keywords:  AM; AM category; Antimicrobials; Cheminformatics; TTC; Threshold of toxicological concern

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Year:  2020        PMID: 32640338     DOI: 10.1016/j.fct.2020.111561

Source DB:  PubMed          Journal:  Food Chem Toxicol        ISSN: 0278-6915            Impact factor:   6.023


  3 in total

1.  In Silico Models for Repeated-Dose Toxicity (RDT): Prediction of the No Observed Adverse Effect Level (NOAEL) and Lowest Observed Adverse Effect Level (LOAEL) for Drugs.

Authors:  Fabiola Pizzo; Domenico Gadaleta; Emilio Benfenati
Journal:  Methods Mol Biol       Date:  2022

2.  Derivation of New Threshold of Toxicological Concern Values for Exposure via Inhalation for Environmentally-Relevant Chemicals.

Authors:  Mark D Nelms; Grace Patlewicz
Journal:  Front Toxicol       Date:  2020-10-16

3.  Development of a New Threshold of Toxicological Concern Database of Non-cancer Toxicity Endpoints for Industrial Chemicals.

Authors:  Takashi Yamada; Masayuki Kurimoto; Akihiko Hirose; Chihae Yang; James F Rathman
Journal:  Front Toxicol       Date:  2021-03-23
  3 in total

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